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[{\"14692\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-04-18 05:54:45.000000+00:00\", \"2022-12-30 19:25:29.000000+00:00\"], \"session_ids\": [\"3be5110e-6752-40ba-9c17-1cb8444c64a0\", \"43f440d6-3550-4c12-8687-667c00259371\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 2.189}}, {\"85812\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-10-13 08:01:21.000000+00:00\", \"2020-11-21 17:57:39.000000+00:00\", \"2022-03-06 03:47:17.000000+00:00\", \"2022-12-25 07:44:23.000000+00:00\"], \"session_ids\": [\"217d978a-b2c4-496e-971f-cd140a61c969\", \"2a79fd72-f457-4d1d-8400-18a84b6d1457\", \"c159df84-55e9-47f0-968d-e22d95c2b6ed\", \"f9262579-ce2f-4d31-83d1-00f3fd701e43\"], \"total_duration\": 526.0, \"total_sessions\": 4, \"mean_week_duration\": 3.15}}]\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 7 users who have mean week duration strictly bigger than 49 and strictly smaller than 25 , moreover apply sorting by average week duration desc and in addition remain only 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"73294\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-08-22 03:38:17.000000+00:00\", \"2022-02-14 12:26:51.000000+00:00\", \"2020-07-21 22:46:07.000000+00:00\", \"2019-09-09 06:14:50.000000+00:00\"], \"session_ids\": [\"7efe9d32-b988-476c-b002-c671d67181fc\", \"dcf980ee-db97-45b7-8859-49d229b306b6\", \"807af3a9-51be-4acb-bf2b-aee9f19a9d2e\", \"6ab0a63b-ca6a-49af-ba56-f79b29ab9fd3\"], \"total_duration\": 676.0, \"total_sessions\": 4, \"mean_week_duration\": 5.323}, \"60654\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-11-19 18:41:15.000000+00:00\", \"2023-04-03 16:52:59.000000+00:00\"], \"session_ids\": [\"719255a0-70ae-491e-9e16-536ab4c0990a\", \"f7c37bea-188b-49f1-a885-d6474738a5fd\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 3.931}, \"81442\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-04-29 05:02:53.000000+00:00\", \"2021-08-01 12:32:56.000000+00:00\"], \"session_ids\": [\"5f2cfd3b-5a8a-4728-805e-99a9a88d6455\", \"efbd2b5b-c980-453b-b5a0-4692c9fcfe59\"], \"total_duration\": 402.0, \"total_sessions\": 2, \"mean_week_duration\": 6.091}, \"30415\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-03-07 00:31:24.000000+00:00\", \"2020-06-29 10:25:59.000000+00:00\", \"2020-03-06 04:28:17.000000+00:00\", \"2022-06-26 21:10:07.000000+00:00\", \"2019-06-22 17:25:29.000000+00:00\"], \"session_ids\": [\"78977dac-0416-4f30-a14d-c97d2441ea2f\", \"243abb88-33d4-466d-8055-6a3ae9f26f96\", \"3bcd7184-3ed8-49e7-aab5-f73c67ec1204\", \"c191a93e-8025-42ff-9c18-b50f4e6ab09c\", \"5c9ba1f1-ec88-4d50-bde4-7708694900ee\"], \"total_duration\": 2990.0, \"total_sessions\": 5, \"mean_week_duration\": 18.924}, \"23273\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-05-04 04:16:34.000000+00:00\", \"2021-04-18 12:37:59.000000+00:00\"], \"session_ids\": [\"543d2e59-faf2-40fc-93a7-8f03dd19ef69\", \"70136fe6-63ed-4222-abac-c7ae2cd894c2\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.836}, \"4045\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-11-24 23:47:35.000000+00:00\", \"2022-11-14 16:47:45.000000+00:00\", \"2021-05-22 07:18:32.000000+00:00\", \"2019-07-24 06:13:05.000000+00:00\", \"2021-05-19 06:46:40.000000+00:00\", \"2020-02-22 12:45:07.000000+00:00\"], \"session_ids\": [\"0f737026-4251-4f2b-b9b4-c49d554231c2\", \"f31a15c5-f1fb-4d3b-8081-730d206b01f9\", \"3e3469b1-9fe6-41aa-8627-ecf9177d0c3d\", \"5e231b02-504f-4260-8a6e-c4d71953efe0\", \"2c042d19-f145-4998-aaa8-2d607227684a\", \"83eeb127-e001-4c97-b06f-5fb748b8f565\"], \"total_duration\": 1458.0, \"total_sessions\": 6, \"mean_week_duration\": 8.428}, \"28794\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-04-25 17:54:36.000000+00:00\", \"2020-01-12 11:31:50.000000+00:00\"], \"session_ids\": [\"001d9b3b-ece7-4db2-9d3e-ecdb9eecfe77\", \"0265d9bc-beac-4e67-9258-b8b01b0c67dc\"], \"total_duration\": 363.0, \"total_sessions\": 2, \"mean_week_duration\": 24.2}, \"90731\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-06-20 12:01:46.000000+00:00\", \"2019-08-15 14:40:20.000000+00:00\", \"2021-10-07 12:40:48.000000+00:00\", \"2022-03-28 08:18:51.000000+00:00\", \"2021-04-01 10:57:37.000000+00:00\", \"2021-12-01 23:42:38.000000+00:00\"], \"session_ids\": [\"f7463a56-def9-4863-89e5-81f72fdb217a\", \"d09ceeb6-dc7a-4d50-b0f1-c17df392915d\", \"ac9a702c-90b4-4348-beb0-a3c568d02377\", \"0a03499d-648f-49b0-8ffe-f0fece463525\", \"b3090b7a-aa81-4096-a9c2-3885936b03dd\", \"1994227c-7dac-4538-a914-a5aef7642016\"], \"total_duration\": 298.0, \"total_sessions\": 6, \"mean_week_duration\": 2.055}, \"36002\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-02 22:38:41.000000+00:00\", \"2019-10-04 06:21:02.000000+00:00\"], \"session_ids\": [\"273cb4ac-2ead-4c26-aa43-27acfa8c5a81\", \"5e9e9d87-0815-4b6f-ac5b-cb843ebfd9d6\"], \"total_duration\": 431.0, \"total_sessions\": 2, \"mean_week_duration\": 19.591}, \"72533\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-02-10 12:28:40.000000+00:00\", \"2023-05-09 10:05:07.000000+00:00\", \"2019-11-11 11:13:40.000000+00:00\"], \"session_ids\": [\"df95bdbf-99e9-4004-a01c-b548eab642d6\", \"368a9891-f793-484d-82e6-c6c8f82819ff\", \"c79008ac-5898-4bab-ae4f-5137c8b44a02\"], \"total_duration\": 47.0, \"total_sessions\": 3, \"mean_week_duration\": 0.258}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are less than 25 and are greater than 49"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[25, 49]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"73294\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-08-22 03:38:17.000000+00:00\", \"2022-02-14 12:26:51.000000+00:00\", \"2020-07-21 22:46:07.000000+00:00\", \"2019-09-09 06:14:50.000000+00:00\"], \"session_ids\": [\"7efe9d32-b988-476c-b002-c671d67181fc\", \"dcf980ee-db97-45b7-8859-49d229b306b6\", \"807af3a9-51be-4acb-bf2b-aee9f19a9d2e\", \"6ab0a63b-ca6a-49af-ba56-f79b29ab9fd3\"], \"total_duration\": 676.0, \"total_sessions\": 4, \"mean_week_duration\": 5.323}, \"60654\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-11-19 18:41:15.000000+00:00\", \"2023-04-03 16:52:59.000000+00:00\"], \"session_ids\": [\"719255a0-70ae-491e-9e16-536ab4c0990a\", \"f7c37bea-188b-49f1-a885-d6474738a5fd\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 3.931}, \"81442\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-04-29 05:02:53.000000+00:00\", \"2021-08-01 12:32:56.000000+00:00\"], \"session_ids\": [\"5f2cfd3b-5a8a-4728-805e-99a9a88d6455\", \"efbd2b5b-c980-453b-b5a0-4692c9fcfe59\"], \"total_duration\": 402.0, \"total_sessions\": 2, \"mean_week_duration\": 6.091}, \"30415\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-03-07 00:31:24.000000+00:00\", \"2020-06-29 10:25:59.000000+00:00\", \"2020-03-06 04:28:17.000000+00:00\", \"2022-06-26 21:10:07.000000+00:00\", \"2019-06-22 17:25:29.000000+00:00\"], \"session_ids\": [\"78977dac-0416-4f30-a14d-c97d2441ea2f\", \"243abb88-33d4-466d-8055-6a3ae9f26f96\", \"3bcd7184-3ed8-49e7-aab5-f73c67ec1204\", \"c191a93e-8025-42ff-9c18-b50f4e6ab09c\", \"5c9ba1f1-ec88-4d50-bde4-7708694900ee\"], \"total_duration\": 2990.0, \"total_sessions\": 5, \"mean_week_duration\": 18.924}, \"23273\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-05-04 04:16:34.000000+00:00\", \"2021-04-18 12:37:59.000000+00:00\"], \"session_ids\": [\"543d2e59-faf2-40fc-93a7-8f03dd19ef69\", \"70136fe6-63ed-4222-abac-c7ae2cd894c2\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.836}, \"4045\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-11-24 23:47:35.000000+00:00\", \"2022-11-14 16:47:45.000000+00:00\", \"2021-05-22 07:18:32.000000+00:00\", \"2019-07-24 06:13:05.000000+00:00\", \"2021-05-19 06:46:40.000000+00:00\", \"2020-02-22 12:45:07.000000+00:00\"], \"session_ids\": [\"0f737026-4251-4f2b-b9b4-c49d554231c2\", \"f31a15c5-f1fb-4d3b-8081-730d206b01f9\", \"3e3469b1-9fe6-41aa-8627-ecf9177d0c3d\", \"5e231b02-504f-4260-8a6e-c4d71953efe0\", \"2c042d19-f145-4998-aaa8-2d607227684a\", \"83eeb127-e001-4c97-b06f-5fb748b8f565\"], \"total_duration\": 1458.0, \"total_sessions\": 6, \"mean_week_duration\": 8.428}, \"28794\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-04-25 17:54:36.000000+00:00\", \"2020-01-12 11:31:50.000000+00:00\"], \"session_ids\": [\"001d9b3b-ece7-4db2-9d3e-ecdb9eecfe77\", \"0265d9bc-beac-4e67-9258-b8b01b0c67dc\"], \"total_duration\": 363.0, \"total_sessions\": 2, \"mean_week_duration\": 24.2}, \"90731\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-06-20 12:01:46.000000+00:00\", \"2019-08-15 14:40:20.000000+00:00\", \"2021-10-07 12:40:48.000000+00:00\", \"2022-03-28 08:18:51.000000+00:00\", \"2021-04-01 10:57:37.000000+00:00\", \"2021-12-01 23:42:38.000000+00:00\"], \"session_ids\": [\"f7463a56-def9-4863-89e5-81f72fdb217a\", \"d09ceeb6-dc7a-4d50-b0f1-c17df392915d\", \"ac9a702c-90b4-4348-beb0-a3c568d02377\", \"0a03499d-648f-49b0-8ffe-f0fece463525\", \"b3090b7a-aa81-4096-a9c2-3885936b03dd\", \"1994227c-7dac-4538-a914-a5aef7642016\"], \"total_duration\": 298.0, \"total_sessions\": 6, \"mean_week_duration\": 2.055}, \"36002\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-02 22:38:41.000000+00:00\", \"2019-10-04 06:21:02.000000+00:00\"], \"session_ids\": [\"273cb4ac-2ead-4c26-aa43-27acfa8c5a81\", \"5e9e9d87-0815-4b6f-ac5b-cb843ebfd9d6\"], \"total_duration\": 431.0, \"total_sessions\": 2, \"mean_week_duration\": 19.591}, \"72533\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-02-10 12:28:40.000000+00:00\", \"2023-05-09 10:05:07.000000+00:00\", \"2019-11-11 11:13:40.000000+00:00\"], \"session_ids\": [\"df95bdbf-99e9-4004-a01c-b548eab642d6\", \"368a9891-f793-484d-82e6-c6c8f82819ff\", \"c79008ac-5898-4bab-ae4f-5137c8b44a02\"], \"total_duration\": 47.0, \"total_sessions\": 3, \"mean_week_duration\": 0.258}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"28794\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-04-25 17:54:36.000000+00:00\", \"2020-01-12 11:31:50.000000+00:00\"], \"session_ids\": [\"001d9b3b-ece7-4db2-9d3e-ecdb9eecfe77\", \"0265d9bc-beac-4e67-9258-b8b01b0c67dc\"], \"total_duration\": 363.0, \"total_sessions\": 2, \"mean_week_duration\": 24.2}}, {\"36002\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-02 22:38:41.000000+00:00\", \"2019-10-04 06:21:02.000000+00:00\"], \"session_ids\": [\"273cb4ac-2ead-4c26-aa43-27acfa8c5a81\", \"5e9e9d87-0815-4b6f-ac5b-cb843ebfd9d6\"], \"total_duration\": 431.0, \"total_sessions\": 2, \"mean_week_duration\": 19.591}}, {\"30415\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-03-07 00:31:24.000000+00:00\", \"2020-06-29 10:25:59.000000+00:00\", \"2020-03-06 04:28:17.000000+00:00\", \"2022-06-26 21:10:07.000000+00:00\", \"2019-06-22 17:25:29.000000+00:00\"], \"session_ids\": [\"78977dac-0416-4f30-a14d-c97d2441ea2f\", \"243abb88-33d4-466d-8055-6a3ae9f26f96\", \"3bcd7184-3ed8-49e7-aab5-f73c67ec1204\", \"c191a93e-8025-42ff-9c18-b50f4e6ab09c\", \"5c9ba1f1-ec88-4d50-bde4-7708694900ee\"], \"total_duration\": 2990.0, \"total_sessions\": 5, \"mean_week_duration\": 18.924}}, {\"4045\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-11-24 23:47:35.000000+00:00\", \"2022-11-14 16:47:45.000000+00:00\", \"2021-05-22 07:18:32.000000+00:00\", \"2019-07-24 06:13:05.000000+00:00\", \"2021-05-19 06:46:40.000000+00:00\", \"2020-02-22 12:45:07.000000+00:00\"], \"session_ids\": [\"0f737026-4251-4f2b-b9b4-c49d554231c2\", \"f31a15c5-f1fb-4d3b-8081-730d206b01f9\", \"3e3469b1-9fe6-41aa-8627-ecf9177d0c3d\", \"5e231b02-504f-4260-8a6e-c4d71953efe0\", \"2c042d19-f145-4998-aaa8-2d607227684a\", \"83eeb127-e001-4c97-b06f-5fb748b8f565\"], \"total_duration\": 1458.0, \"total_sessions\": 6, \"mean_week_duration\": 8.428}}, {\"81442\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-04-29 05:02:53.000000+00:00\", \"2021-08-01 12:32:56.000000+00:00\"], \"session_ids\": [\"5f2cfd3b-5a8a-4728-805e-99a9a88d6455\", \"efbd2b5b-c980-453b-b5a0-4692c9fcfe59\"], \"total_duration\": 402.0, \"total_sessions\": 2, \"mean_week_duration\": 6.091}}, {\"73294\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-08-22 03:38:17.000000+00:00\", \"2022-02-14 12:26:51.000000+00:00\", \"2020-07-21 22:46:07.000000+00:00\", \"2019-09-09 06:14:50.000000+00:00\"], \"session_ids\": [\"7efe9d32-b988-476c-b002-c671d67181fc\", \"dcf980ee-db97-45b7-8859-49d229b306b6\", \"807af3a9-51be-4acb-bf2b-aee9f19a9d2e\", \"6ab0a63b-ca6a-49af-ba56-f79b29ab9fd3\"], \"total_duration\": 676.0, \"total_sessions\": 4, \"mean_week_duration\": 5.323}}, {\"60654\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-11-19 18:41:15.000000+00:00\", \"2023-04-03 16:52:59.000000+00:00\"], \"session_ids\": [\"719255a0-70ae-491e-9e16-536ab4c0990a\", \"f7c37bea-188b-49f1-a885-d6474738a5fd\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 3.931}}, {\"90731\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-06-20 12:01:46.000000+00:00\", \"2019-08-15 14:40:20.000000+00:00\", \"2021-10-07 12:40:48.000000+00:00\", \"2022-03-28 08:18:51.000000+00:00\", \"2021-04-01 10:57:37.000000+00:00\", \"2021-12-01 23:42:38.000000+00:00\"], \"session_ids\": [\"f7463a56-def9-4863-89e5-81f72fdb217a\", \"d09ceeb6-dc7a-4d50-b0f1-c17df392915d\", \"ac9a702c-90b4-4348-beb0-a3c568d02377\", \"0a03499d-648f-49b0-8ffe-f0fece463525\", \"b3090b7a-aa81-4096-a9c2-3885936b03dd\", \"1994227c-7dac-4538-a914-a5aef7642016\"], \"total_duration\": 298.0, \"total_sessions\": 6, \"mean_week_duration\": 2.055}}, {\"23273\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-05-04 04:16:34.000000+00:00\", \"2021-04-18 12:37:59.000000+00:00\"], \"session_ids\": [\"543d2e59-faf2-40fc-93a7-8f03dd19ef69\", \"70136fe6-63ed-4222-abac-c7ae2cd894c2\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.836}}, {\"72533\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-02-10 12:28:40.000000+00:00\", \"2023-05-09 10:05:07.000000+00:00\", \"2019-11-11 11:13:40.000000+00:00\"], \"session_ids\": [\"df95bdbf-99e9-4004-a01c-b548eab642d6\", \"368a9891-f793-484d-82e6-c6c8f82819ff\", \"c79008ac-5898-4bab-ae4f-5137c8b44a02\"], \"total_duration\": 47.0, \"total_sessions\": 3, \"mean_week_duration\": 0.258}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 4 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"28794\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-04-25 17:54:36.000000+00:00\", \"2020-01-12 11:31:50.000000+00:00\"], \"session_ids\": [\"001d9b3b-ece7-4db2-9d3e-ecdb9eecfe77\", \"0265d9bc-beac-4e67-9258-b8b01b0c67dc\"], \"total_duration\": 363.0, \"total_sessions\": 2, \"mean_week_duration\": 24.2}}, {\"36002\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-02 22:38:41.000000+00:00\", \"2019-10-04 06:21:02.000000+00:00\"], \"session_ids\": [\"273cb4ac-2ead-4c26-aa43-27acfa8c5a81\", \"5e9e9d87-0815-4b6f-ac5b-cb843ebfd9d6\"], \"total_duration\": 431.0, \"total_sessions\": 2, \"mean_week_duration\": 19.591}}, {\"30415\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-03-07 00:31:24.000000+00:00\", \"2020-06-29 10:25:59.000000+00:00\", \"2020-03-06 04:28:17.000000+00:00\", \"2022-06-26 21:10:07.000000+00:00\", \"2019-06-22 17:25:29.000000+00:00\"], \"session_ids\": [\"78977dac-0416-4f30-a14d-c97d2441ea2f\", \"243abb88-33d4-466d-8055-6a3ae9f26f96\", \"3bcd7184-3ed8-49e7-aab5-f73c67ec1204\", \"c191a93e-8025-42ff-9c18-b50f4e6ab09c\", \"5c9ba1f1-ec88-4d50-bde4-7708694900ee\"], \"total_duration\": 2990.0, \"total_sessions\": 5, \"mean_week_duration\": 18.924}}, {\"4045\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-11-24 23:47:35.000000+00:00\", \"2022-11-14 16:47:45.000000+00:00\", \"2021-05-22 07:18:32.000000+00:00\", \"2019-07-24 06:13:05.000000+00:00\", \"2021-05-19 06:46:40.000000+00:00\", \"2020-02-22 12:45:07.000000+00:00\"], \"session_ids\": [\"0f737026-4251-4f2b-b9b4-c49d554231c2\", \"f31a15c5-f1fb-4d3b-8081-730d206b01f9\", \"3e3469b1-9fe6-41aa-8627-ecf9177d0c3d\", \"5e231b02-504f-4260-8a6e-c4d71953efe0\", \"2c042d19-f145-4998-aaa8-2d607227684a\", \"83eeb127-e001-4c97-b06f-5fb748b8f565\"], \"total_duration\": 1458.0, \"total_sessions\": 6, \"mean_week_duration\": 8.428}}]\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[{\"28794\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-04-25 17:54:36.000000+00:00\", \"2020-01-12 11:31:50.000000+00:00\"], \"session_ids\": [\"001d9b3b-ece7-4db2-9d3e-ecdb9eecfe77\", \"0265d9bc-beac-4e67-9258-b8b01b0c67dc\"], \"total_duration\": 363.0, \"total_sessions\": 2, \"mean_week_duration\": 24.2}}, {\"36002\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-02 22:38:41.000000+00:00\", \"2019-10-04 06:21:02.000000+00:00\"], \"session_ids\": [\"273cb4ac-2ead-4c26-aa43-27acfa8c5a81\", \"5e9e9d87-0815-4b6f-ac5b-cb843ebfd9d6\"], \"total_duration\": 431.0, \"total_sessions\": 2, \"mean_week_duration\": 19.591}}, {\"30415\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-03-07 00:31:24.000000+00:00\", \"2020-06-29 10:25:59.000000+00:00\", \"2020-03-06 04:28:17.000000+00:00\", \"2022-06-26 21:10:07.000000+00:00\", \"2019-06-22 17:25:29.000000+00:00\"], \"session_ids\": [\"78977dac-0416-4f30-a14d-c97d2441ea2f\", \"243abb88-33d4-466d-8055-6a3ae9f26f96\", \"3bcd7184-3ed8-49e7-aab5-f73c67ec1204\", \"c191a93e-8025-42ff-9c18-b50f4e6ab09c\", \"5c9ba1f1-ec88-4d50-bde4-7708694900ee\"], \"total_duration\": 2990.0, \"total_sessions\": 5, \"mean_week_duration\": 18.924}}, {\"4045\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-11-24 23:47:35.000000+00:00\", \"2022-11-14 16:47:45.000000+00:00\", \"2021-05-22 07:18:32.000000+00:00\", \"2019-07-24 06:13:05.000000+00:00\", \"2021-05-19 06:46:40.000000+00:00\", \"2020-02-22 12:45:07.000000+00:00\"], \"session_ids\": [\"0f737026-4251-4f2b-b9b4-c49d554231c2\", \"f31a15c5-f1fb-4d3b-8081-730d206b01f9\", \"3e3469b1-9fe6-41aa-8627-ecf9177d0c3d\", \"5e231b02-504f-4260-8a6e-c4d71953efe0\", \"2c042d19-f145-4998-aaa8-2d607227684a\", \"83eeb127-e001-4c97-b06f-5fb748b8f565\"], \"total_duration\": 1458.0, \"total_sessions\": 6, \"mean_week_duration\": 8.428}}]\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 8 users who have sessions count strictly smaller than 5 and strictly bigger than 5 + implement sorting by total_duration from the largest to the smallest."
}
] |
[
{
"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{\"79872\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-27 09:47:39.000000+00:00\", \"2021-04-27 14:45:56.000000+00:00\"], \"session_ids\": [\"0949f642-9714-4972-bbff-efe9001c4260\", \"5d84ed05-1163-49b9-8e89-adeebf15adf7\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 6.167}, \"67282\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-01-15 03:48:27.000000+00:00\", \"2020-11-12 14:01:10.000000+00:00\"], \"session_ids\": [\"2562f506-9816-49ec-b95a-acf69cbcacc2\", \"a53cad37-5175-41b7-aca9-7bcc9eac1f71\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.412}, \"4477\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-03-12 08:31:10.000000+00:00\", \"2021-01-07 05:35:06.000000+00:00\"], \"session_ids\": [\"29b964c0-8cf3-4668-a71a-fbb0b380d896\", \"9d275fac-adf6-4f91-872b-132d91693611\"], \"total_duration\": 455.0, \"total_sessions\": 2, \"mean_week_duration\": 4.74}, \"67743\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-07-03 01:29:01.000000+00:00\", \"2019-04-26 01:36:16.000000+00:00\", \"2021-02-16 05:57:20.000000+00:00\"], \"session_ids\": [\"b0e876e8-5dfd-4341-a1c3-a3b7f425506e\", \"ba4866bf-3ece-4483-ad37-d5dfe6547f57\", \"45e879d1-c2ea-4545-9829-592eb7c59aaf\"], \"total_duration\": 719.0, \"total_sessions\": 3, \"mean_week_duration\": 7.568}, \"92073\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-02-08 01:34:34.000000+00:00\", \"2021-04-11 04:22:43.000000+00:00\"], \"session_ids\": [\"2fde31fd-e070-411a-8327-366cd89a0519\", \"c280f881-93f5-4392-940f-574c45fc220a\"], \"total_duration\": 157.0, \"total_sessions\": 2, \"mean_week_duration\": 1.377}, \"95390\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-07-29 12:23:13.000000+00:00\", \"2020-04-14 15:33:56.000000+00:00\", \"2020-05-25 05:33:06.000000+00:00\", \"2022-05-29 18:37:49.000000+00:00\", \"2023-04-27 06:00:51.000000+00:00\", \"2021-03-27 03:54:23.000000+00:00\", \"2019-12-16 11:59:08.000000+00:00\"], \"session_ids\": [\"4e485f65-f210-4b3a-8cf4-ca0b41334812\", \"b2748748-401e-44f1-aa29-43b58ffebc91\", \"cd70f17e-8a80-4187-9604-50908fdd9530\", \"2ef7e78a-ab24-4cc8-8d2a-39b5699c874e\", \"943c8437-a15b-49aa-8280-b3ed8de99f3f\", \"af18f0e4-53b6-4b16-968b-0fd1c037c712\", \"2542c6fb-11ea-4601-8340-f89464261341\"], \"total_duration\": 571.0, \"total_sessions\": 7, \"mean_week_duration\": 2.913}, \"85859\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-04-26 05:47:54.000000+00:00\", \"2021-12-03 11:23:20.000000+00:00\", \"2020-08-07 15:58:56.000000+00:00\"], \"session_ids\": [\"c1cddb2c-c28a-4ac1-9f24-8acefd42f922\", \"cbc32a1f-9ecb-4fce-82b5-1dc94a9c803b\", \"7abfc79b-972c-46c8-825d-273ffb5f7777\"], \"total_duration\": 639.0, \"total_sessions\": 3, \"mean_week_duration\": 4.699}, \"18456\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-04 19:21:01.000000+00:00\", \"2019-04-09 13:08:03.000000+00:00\", \"2022-02-01 23:19:42.000000+00:00\"], \"session_ids\": [\"d414538f-31e8-416f-913d-b1e6b0f7b5c5\", \"30df4cb9-056b-4edd-a168-92105b1476e6\", \"92c2f036-774c-4f9c-9cf4-6f1a8c6f5528\"], \"total_duration\": 751.0, \"total_sessions\": 3, \"mean_week_duration\": 3.526}, \"37032\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-08-26 00:13:10.000000+00:00\", \"2023-05-29 06:39:44.000000+00:00\"], \"session_ids\": [\"3d06f2a0-abe3-4c4b-96e9-9f5affb2aad0\", \"4c52e592-0a3c-4f27-b820-ac0dd12f0d64\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.38}, \"97734\": {\"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\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-07-13 06:26:38.000000+00:00\", \"2023-01-18 01:07:05.000000+00:00\"], \"session_ids\": [\"3c2d9844-9c97-413e-9d27-eda1d3b4ce20\", \"0a7e116a-8508-4ed7-b87c-5f6c4bef0220\"], \"total_duration\": 349.0, \"total_sessions\": 2, \"mean_week_duration\": 1.897}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are less than 5 and are greater than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">\"]]}, \"all_values\": {\"total_sessions\": [[5, 5]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"79872\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-27 09:47:39.000000+00:00\", \"2021-04-27 14:45:56.000000+00:00\"], \"session_ids\": [\"0949f642-9714-4972-bbff-efe9001c4260\", \"5d84ed05-1163-49b9-8e89-adeebf15adf7\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 6.167}, \"67282\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-01-15 03:48:27.000000+00:00\", \"2020-11-12 14:01:10.000000+00:00\"], \"session_ids\": [\"2562f506-9816-49ec-b95a-acf69cbcacc2\", \"a53cad37-5175-41b7-aca9-7bcc9eac1f71\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.412}, \"4477\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-03-12 08:31:10.000000+00:00\", \"2021-01-07 05:35:06.000000+00:00\"], \"session_ids\": [\"29b964c0-8cf3-4668-a71a-fbb0b380d896\", \"9d275fac-adf6-4f91-872b-132d91693611\"], \"total_duration\": 455.0, \"total_sessions\": 2, \"mean_week_duration\": 4.74}, \"67743\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-07-03 01:29:01.000000+00:00\", \"2019-04-26 01:36:16.000000+00:00\", \"2021-02-16 05:57:20.000000+00:00\"], \"session_ids\": [\"b0e876e8-5dfd-4341-a1c3-a3b7f425506e\", \"ba4866bf-3ece-4483-ad37-d5dfe6547f57\", \"45e879d1-c2ea-4545-9829-592eb7c59aaf\"], \"total_duration\": 719.0, \"total_sessions\": 3, \"mean_week_duration\": 7.568}, \"92073\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-02-08 01:34:34.000000+00:00\", \"2021-04-11 04:22:43.000000+00:00\"], \"session_ids\": [\"2fde31fd-e070-411a-8327-366cd89a0519\", \"c280f881-93f5-4392-940f-574c45fc220a\"], \"total_duration\": 157.0, \"total_sessions\": 2, \"mean_week_duration\": 1.377}, \"85859\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-04-26 05:47:54.000000+00:00\", \"2021-12-03 11:23:20.000000+00:00\", \"2020-08-07 15:58:56.000000+00:00\"], \"session_ids\": [\"c1cddb2c-c28a-4ac1-9f24-8acefd42f922\", \"cbc32a1f-9ecb-4fce-82b5-1dc94a9c803b\", \"7abfc79b-972c-46c8-825d-273ffb5f7777\"], \"total_duration\": 639.0, \"total_sessions\": 3, \"mean_week_duration\": 4.699}, \"18456\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-04 19:21:01.000000+00:00\", \"2019-04-09 13:08:03.000000+00:00\", \"2022-02-01 23:19:42.000000+00:00\"], \"session_ids\": [\"d414538f-31e8-416f-913d-b1e6b0f7b5c5\", \"30df4cb9-056b-4edd-a168-92105b1476e6\", \"92c2f036-774c-4f9c-9cf4-6f1a8c6f5528\"], \"total_duration\": 751.0, \"total_sessions\": 3, \"mean_week_duration\": 3.526}, \"37032\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-08-26 00:13:10.000000+00:00\", \"2023-05-29 06:39:44.000000+00:00\"], \"session_ids\": [\"3d06f2a0-abe3-4c4b-96e9-9f5affb2aad0\", \"4c52e592-0a3c-4f27-b820-ac0dd12f0d64\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.38}, \"97734\": {\"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\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-07-13 06:26:38.000000+00:00\", \"2023-01-18 01:07:05.000000+00:00\"], \"session_ids\": [\"3c2d9844-9c97-413e-9d27-eda1d3b4ce20\", \"0a7e116a-8508-4ed7-b87c-5f6c4bef0220\"], \"total_duration\": 349.0, \"total_sessions\": 2, \"mean_week_duration\": 1.897}, \"95390\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-07-29 12:23:13.000000+00:00\", \"2020-04-14 15:33:56.000000+00:00\", \"2020-05-25 05:33:06.000000+00:00\", \"2022-05-29 18:37:49.000000+00:00\", \"2023-04-27 06:00:51.000000+00:00\", \"2021-03-27 03:54:23.000000+00:00\", \"2019-12-16 11:59:08.000000+00:00\"], \"session_ids\": [\"4e485f65-f210-4b3a-8cf4-ca0b41334812\", \"b2748748-401e-44f1-aa29-43b58ffebc91\", \"cd70f17e-8a80-4187-9604-50908fdd9530\", \"2ef7e78a-ab24-4cc8-8d2a-39b5699c874e\", \"943c8437-a15b-49aa-8280-b3ed8de99f3f\", \"af18f0e4-53b6-4b16-968b-0fd1c037c712\", \"2542c6fb-11ea-4601-8340-f89464261341\"], \"total_duration\": 571.0, \"total_sessions\": 7, \"mean_week_duration\": 2.913}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_duration attribute."
},
{
"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[{\"18456\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-04 19:21:01.000000+00:00\", \"2019-04-09 13:08:03.000000+00:00\", \"2022-02-01 23:19:42.000000+00:00\"], \"session_ids\": [\"d414538f-31e8-416f-913d-b1e6b0f7b5c5\", \"30df4cb9-056b-4edd-a168-92105b1476e6\", \"92c2f036-774c-4f9c-9cf4-6f1a8c6f5528\"], \"total_duration\": 751.0, \"total_sessions\": 3, \"mean_week_duration\": 3.526}}, {\"67743\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-07-03 01:29:01.000000+00:00\", \"2019-04-26 01:36:16.000000+00:00\", \"2021-02-16 05:57:20.000000+00:00\"], \"session_ids\": [\"b0e876e8-5dfd-4341-a1c3-a3b7f425506e\", \"ba4866bf-3ece-4483-ad37-d5dfe6547f57\", \"45e879d1-c2ea-4545-9829-592eb7c59aaf\"], \"total_duration\": 719.0, \"total_sessions\": 3, \"mean_week_duration\": 7.568}}, {\"85859\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-04-26 05:47:54.000000+00:00\", \"2021-12-03 11:23:20.000000+00:00\", \"2020-08-07 15:58:56.000000+00:00\"], \"session_ids\": [\"c1cddb2c-c28a-4ac1-9f24-8acefd42f922\", \"cbc32a1f-9ecb-4fce-82b5-1dc94a9c803b\", \"7abfc79b-972c-46c8-825d-273ffb5f7777\"], \"total_duration\": 639.0, \"total_sessions\": 3, \"mean_week_duration\": 4.699}}, {\"95390\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-07-29 12:23:13.000000+00:00\", \"2020-04-14 15:33:56.000000+00:00\", \"2020-05-25 05:33:06.000000+00:00\", \"2022-05-29 18:37:49.000000+00:00\", \"2023-04-27 06:00:51.000000+00:00\", \"2021-03-27 03:54:23.000000+00:00\", \"2019-12-16 11:59:08.000000+00:00\"], \"session_ids\": [\"4e485f65-f210-4b3a-8cf4-ca0b41334812\", \"b2748748-401e-44f1-aa29-43b58ffebc91\", \"cd70f17e-8a80-4187-9604-50908fdd9530\", \"2ef7e78a-ab24-4cc8-8d2a-39b5699c874e\", \"943c8437-a15b-49aa-8280-b3ed8de99f3f\", \"af18f0e4-53b6-4b16-968b-0fd1c037c712\", \"2542c6fb-11ea-4601-8340-f89464261341\"], \"total_duration\": 571.0, \"total_sessions\": 7, \"mean_week_duration\": 2.913}}, {\"4477\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-03-12 08:31:10.000000+00:00\", \"2021-01-07 05:35:06.000000+00:00\"], \"session_ids\": [\"29b964c0-8cf3-4668-a71a-fbb0b380d896\", \"9d275fac-adf6-4f91-872b-132d91693611\"], \"total_duration\": 455.0, \"total_sessions\": 2, \"mean_week_duration\": 4.74}}, {\"79872\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-27 09:47:39.000000+00:00\", \"2021-04-27 14:45:56.000000+00:00\"], \"session_ids\": [\"0949f642-9714-4972-bbff-efe9001c4260\", \"5d84ed05-1163-49b9-8e89-adeebf15adf7\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 6.167}}, {\"97734\": {\"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\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-07-13 06:26:38.000000+00:00\", \"2023-01-18 01:07:05.000000+00:00\"], \"session_ids\": [\"3c2d9844-9c97-413e-9d27-eda1d3b4ce20\", \"0a7e116a-8508-4ed7-b87c-5f6c4bef0220\"], \"total_duration\": 349.0, \"total_sessions\": 2, \"mean_week_duration\": 1.897}}, {\"92073\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-02-08 01:34:34.000000+00:00\", \"2021-04-11 04:22:43.000000+00:00\"], \"session_ids\": [\"2fde31fd-e070-411a-8327-366cd89a0519\", \"c280f881-93f5-4392-940f-574c45fc220a\"], \"total_duration\": 157.0, \"total_sessions\": 2, \"mean_week_duration\": 1.377}}, {\"67282\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-01-15 03:48:27.000000+00:00\", \"2020-11-12 14:01:10.000000+00:00\"], \"session_ids\": [\"2562f506-9816-49ec-b95a-acf69cbcacc2\", \"a53cad37-5175-41b7-aca9-7bcc9eac1f71\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.412}}, {\"37032\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-08-26 00:13:10.000000+00:00\", \"2023-05-29 06:39:44.000000+00:00\"], \"session_ids\": [\"3d06f2a0-abe3-4c4b-96e9-9f5affb2aad0\", \"4c52e592-0a3c-4f27-b820-ac0dd12f0d64\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.38}}]\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[{\"18456\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-04 19:21:01.000000+00:00\", \"2019-04-09 13:08:03.000000+00:00\", \"2022-02-01 23:19:42.000000+00:00\"], \"session_ids\": [\"d414538f-31e8-416f-913d-b1e6b0f7b5c5\", \"30df4cb9-056b-4edd-a168-92105b1476e6\", \"92c2f036-774c-4f9c-9cf4-6f1a8c6f5528\"], \"total_duration\": 751.0, \"total_sessions\": 3, \"mean_week_duration\": 3.526}}, {\"67743\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-07-03 01:29:01.000000+00:00\", \"2019-04-26 01:36:16.000000+00:00\", \"2021-02-16 05:57:20.000000+00:00\"], \"session_ids\": [\"b0e876e8-5dfd-4341-a1c3-a3b7f425506e\", \"ba4866bf-3ece-4483-ad37-d5dfe6547f57\", \"45e879d1-c2ea-4545-9829-592eb7c59aaf\"], \"total_duration\": 719.0, \"total_sessions\": 3, \"mean_week_duration\": 7.568}}, {\"85859\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-04-26 05:47:54.000000+00:00\", \"2021-12-03 11:23:20.000000+00:00\", \"2020-08-07 15:58:56.000000+00:00\"], \"session_ids\": [\"c1cddb2c-c28a-4ac1-9f24-8acefd42f922\", \"cbc32a1f-9ecb-4fce-82b5-1dc94a9c803b\", \"7abfc79b-972c-46c8-825d-273ffb5f7777\"], \"total_duration\": 639.0, \"total_sessions\": 3, \"mean_week_duration\": 4.699}}, {\"95390\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-07-29 12:23:13.000000+00:00\", \"2020-04-14 15:33:56.000000+00:00\", \"2020-05-25 05:33:06.000000+00:00\", \"2022-05-29 18:37:49.000000+00:00\", \"2023-04-27 06:00:51.000000+00:00\", \"2021-03-27 03:54:23.000000+00:00\", \"2019-12-16 11:59:08.000000+00:00\"], \"session_ids\": [\"4e485f65-f210-4b3a-8cf4-ca0b41334812\", \"b2748748-401e-44f1-aa29-43b58ffebc91\", \"cd70f17e-8a80-4187-9604-50908fdd9530\", \"2ef7e78a-ab24-4cc8-8d2a-39b5699c874e\", \"943c8437-a15b-49aa-8280-b3ed8de99f3f\", \"af18f0e4-53b6-4b16-968b-0fd1c037c712\", \"2542c6fb-11ea-4601-8340-f89464261341\"], \"total_duration\": 571.0, \"total_sessions\": 7, \"mean_week_duration\": 2.913}}, {\"4477\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-03-12 08:31:10.000000+00:00\", \"2021-01-07 05:35:06.000000+00:00\"], \"session_ids\": [\"29b964c0-8cf3-4668-a71a-fbb0b380d896\", \"9d275fac-adf6-4f91-872b-132d91693611\"], \"total_duration\": 455.0, \"total_sessions\": 2, \"mean_week_duration\": 4.74}}, {\"79872\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-27 09:47:39.000000+00:00\", \"2021-04-27 14:45:56.000000+00:00\"], \"session_ids\": [\"0949f642-9714-4972-bbff-efe9001c4260\", \"5d84ed05-1163-49b9-8e89-adeebf15adf7\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 6.167}}, {\"97734\": {\"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\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-07-13 06:26:38.000000+00:00\", \"2023-01-18 01:07:05.000000+00:00\"], \"session_ids\": [\"3c2d9844-9c97-413e-9d27-eda1d3b4ce20\", \"0a7e116a-8508-4ed7-b87c-5f6c4bef0220\"], \"total_duration\": 349.0, \"total_sessions\": 2, \"mean_week_duration\": 1.897}}, {\"92073\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-02-08 01:34:34.000000+00:00\", \"2021-04-11 04:22:43.000000+00:00\"], \"session_ids\": [\"2fde31fd-e070-411a-8327-366cd89a0519\", \"c280f881-93f5-4392-940f-574c45fc220a\"], \"total_duration\": 157.0, \"total_sessions\": 2, \"mean_week_duration\": 1.377}}]\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[{\"18456\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-04 19:21:01.000000+00:00\", \"2019-04-09 13:08:03.000000+00:00\", \"2022-02-01 23:19:42.000000+00:00\"], \"session_ids\": [\"d414538f-31e8-416f-913d-b1e6b0f7b5c5\", \"30df4cb9-056b-4edd-a168-92105b1476e6\", \"92c2f036-774c-4f9c-9cf4-6f1a8c6f5528\"], \"total_duration\": 751.0, \"total_sessions\": 3, \"mean_week_duration\": 3.526}}, {\"67743\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-07-03 01:29:01.000000+00:00\", \"2019-04-26 01:36:16.000000+00:00\", \"2021-02-16 05:57:20.000000+00:00\"], \"session_ids\": [\"b0e876e8-5dfd-4341-a1c3-a3b7f425506e\", \"ba4866bf-3ece-4483-ad37-d5dfe6547f57\", \"45e879d1-c2ea-4545-9829-592eb7c59aaf\"], \"total_duration\": 719.0, \"total_sessions\": 3, \"mean_week_duration\": 7.568}}, {\"85859\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-04-26 05:47:54.000000+00:00\", \"2021-12-03 11:23:20.000000+00:00\", \"2020-08-07 15:58:56.000000+00:00\"], \"session_ids\": [\"c1cddb2c-c28a-4ac1-9f24-8acefd42f922\", \"cbc32a1f-9ecb-4fce-82b5-1dc94a9c803b\", \"7abfc79b-972c-46c8-825d-273ffb5f7777\"], \"total_duration\": 639.0, \"total_sessions\": 3, \"mean_week_duration\": 4.699}}, {\"95390\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-07-29 12:23:13.000000+00:00\", \"2020-04-14 15:33:56.000000+00:00\", \"2020-05-25 05:33:06.000000+00:00\", \"2022-05-29 18:37:49.000000+00:00\", \"2023-04-27 06:00:51.000000+00:00\", \"2021-03-27 03:54:23.000000+00:00\", \"2019-12-16 11:59:08.000000+00:00\"], \"session_ids\": [\"4e485f65-f210-4b3a-8cf4-ca0b41334812\", \"b2748748-401e-44f1-aa29-43b58ffebc91\", \"cd70f17e-8a80-4187-9604-50908fdd9530\", \"2ef7e78a-ab24-4cc8-8d2a-39b5699c874e\", \"943c8437-a15b-49aa-8280-b3ed8de99f3f\", \"af18f0e4-53b6-4b16-968b-0fd1c037c712\", \"2542c6fb-11ea-4601-8340-f89464261341\"], \"total_duration\": 571.0, \"total_sessions\": 7, \"mean_week_duration\": 2.913}}, {\"4477\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-03-12 08:31:10.000000+00:00\", \"2021-01-07 05:35:06.000000+00:00\"], \"session_ids\": [\"29b964c0-8cf3-4668-a71a-fbb0b380d896\", \"9d275fac-adf6-4f91-872b-132d91693611\"], \"total_duration\": 455.0, \"total_sessions\": 2, \"mean_week_duration\": 4.74}}, {\"79872\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-27 09:47:39.000000+00:00\", \"2021-04-27 14:45:56.000000+00:00\"], \"session_ids\": [\"0949f642-9714-4972-bbff-efe9001c4260\", \"5d84ed05-1163-49b9-8e89-adeebf15adf7\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 6.167}}, {\"97734\": {\"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\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-07-13 06:26:38.000000+00:00\", \"2023-01-18 01:07:05.000000+00:00\"], \"session_ids\": [\"3c2d9844-9c97-413e-9d27-eda1d3b4ce20\", \"0a7e116a-8508-4ed7-b87c-5f6c4bef0220\"], \"total_duration\": 349.0, \"total_sessions\": 2, \"mean_week_duration\": 1.897}}, {\"92073\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-02-08 01:34:34.000000+00:00\", \"2021-04-11 04:22:43.000000+00:00\"], \"session_ids\": [\"2fde31fd-e070-411a-8327-366cd89a0519\", \"c280f881-93f5-4392-940f-574c45fc220a\"], \"total_duration\": 157.0, \"total_sessions\": 2, \"mean_week_duration\": 1.377}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I have a curiosity about 5 users whose overall total sessions is same as 2 plus carry out sorting by mean of duration of sessions per week form the lowest to the highest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"19285\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-08-16 14:38:51.000000+00:00\", \"2019-10-31 11:45:22.000000+00:00\"], \"session_ids\": [\"5d24117e-95ee-4b03-9daf-d978468e6ce6\", \"6cbd5025-bf91-4602-aec7-9339a88861ef\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 1.476}, \"71284\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-03-24 10:38:20.000000+00:00\", \"2022-10-11 00:13:37.000000+00:00\"], \"session_ids\": [\"bf9e9ff9-f4af-4b97-b049-117a9eb6cbac\", \"32611f12-5f6e-46bf-a058-f2daf5b7db96\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 1.586}, \"81553\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-04-15 13:30:26.000000+00:00\", \"2019-01-11 16:14:20.000000+00:00\"], \"session_ids\": [\"6373bec5-644b-4d3d-ad09-2267d04cedf9\", \"98ee7078-f1ab-435b-a73c-c65eb86d7fcd\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.167}, \"99747\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-12-11 00:11:00.000000+00:00\", \"2019-03-09 12:57:25.000000+00:00\", \"2020-07-31 06:38:42.000000+00:00\", \"2022-09-24 13:06:37.000000+00:00\", \"2021-10-20 12:08:54.000000+00:00\", \"2021-11-05 08:11:43.000000+00:00\", \"2021-10-10 01:43:59.000000+00:00\", \"2021-05-07 20:04:49.000000+00:00\", \"2023-01-14 10:58:40.000000+00:00\"], \"session_ids\": [\"afea95fa-7e23-4296-84f0-666aacd56076\", \"a7742c0d-5dae-4efc-b1c1-8fe1e969906e\", \"86e34729-981d-4f89-8543-23dfcff69601\", \"b3c334d8-e5f9-4967-bb8a-04e70d866f6d\", \"cf74f0ca-26f9-4db0-9509-b8c218078052\", \"a3bb2d10-289f-44bb-87ee-146a690b193a\", \"e1333df1-d737-4e9e-b20b-3ff68e153566\", \"c47eddef-3e6a-461b-be71-bd04bfc0b5b5\", \"730c999d-9247-474d-a16f-8a640c10ae8b\"], \"total_duration\": 3028.0, \"total_sessions\": 9, \"mean_week_duration\": 15.065}, \"66239\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-21 14:06:44.000000+00:00\", \"2020-12-21 04:40:40.000000+00:00\", \"2022-05-25 09:44:29.000000+00:00\", \"2020-07-07 23:35:23.000000+00:00\"], \"session_ids\": [\"6a8debc3-c097-412f-bfa3-3a7f16e75642\", \"35c31340-8c32-4245-8469-52a3a339d144\", \"e8faed56-225d-454f-b03e-9ae4b5953a59\", \"eeed4f5f-cb15-46b6-9778-3ad8776f571a\"], \"total_duration\": 1518.0, \"total_sessions\": 4, \"mean_week_duration\": 15.49}, \"22439\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-02-02 05:02:06.000000+00:00\", \"2021-07-21 06:49:25.000000+00:00\", \"2022-08-29 22:31:23.000000+00:00\", \"2019-03-13 21:37:56.000000+00:00\"], \"session_ids\": [\"82f2e416-7665-405d-a3c3-9cf17c2d21fc\", \"67b82dc9-4173-4d26-ba06-900d940e891a\", \"c91bd605-db72-4b6a-bf81-8b77b8b1f262\", \"f74dde62-e2d9-4054-96ef-649b2a1fa0aa\"], \"total_duration\": 36.0, \"total_sessions\": 4, \"mean_week_duration\": 0.199}, \"54896\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-12-22 12:17:18.000000+00:00\", \"2019-09-05 06:14:51.000000+00:00\", \"2020-10-24 12:02:05.000000+00:00\", \"2020-10-18 18:58:38.000000+00:00\", \"2021-09-18 07:10:34.000000+00:00\", \"2019-07-08 11:45:52.000000+00:00\", \"2019-09-05 13:23:34.000000+00:00\", \"2020-10-07 15:35:20.000000+00:00\"], \"session_ids\": [\"58f755a9-4536-40d8-86df-ad60c166d1cc\", \"f03957c2-5c7b-4fac-b8f1-f8913b6af741\", \"2c537e22-c8f1-41ce-b11c-fc5f2a407baa\", \"85227306-ea13-46c7-ba32-2e6d7d191c3e\", \"1973cee2-b255-4652-bf60-69c53b35ccf4\", \"43190fcf-d3c3-430c-b90e-dd57aff0487e\", \"a194c23f-ba0d-4901-9062-50163af577b5\", \"fa001261-e848-4b55-8529-5317b76ca80e\"], \"total_duration\": 1325.0, \"total_sessions\": 8, \"mean_week_duration\": 7.32}, \"38207\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-05-05 18:33:16.000000+00:00\", \"2021-02-08 06:22:29.000000+00:00\", \"2023-01-27 15:30:20.000000+00:00\", \"2021-09-23 02:15:53.000000+00:00\"], \"session_ids\": [\"b6d35745-69fe-4a8c-8a9d-1d70e001e4fb\", \"957c5c30-32ef-4517-a3f9-f1c8232ce4ba\", \"43ee60e3-b533-47f7-874d-3213677d054c\", \"2fec4933-fa0f-4347-ac81-5b3c35c588ce\"], \"total_duration\": 49.0, \"total_sessions\": 4, \"mean_week_duration\": 0.343}, \"97482\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-03-10 15:20:56.000000+00:00\", \"2021-12-26 03:45:59.000000+00:00\"], \"session_ids\": [\"e14218f1-946e-4f5f-aa41-4aaaa44ebfd7\", \"9161a201-ab22-4cf9-97c7-2351c19fe6c5\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 4.556}, \"75269\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-09-24 22:25:12.000000+00:00\", \"2020-05-25 19:07:56.000000+00:00\"], \"session_ids\": [\"71eee06a-e2ad-4e83-90a6-237789c0b8fe\", \"7097bbec-cf53-4f6c-a1e0-29fecdc87f79\"], \"total_duration\": 392.0, \"total_sessions\": 2, \"mean_week_duration\": 11.2}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are 2"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"==\"]]}, \"all_values\": {\"total_sessions\": [[2, 6]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"19285\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-08-16 14:38:51.000000+00:00\", \"2019-10-31 11:45:22.000000+00:00\"], \"session_ids\": [\"5d24117e-95ee-4b03-9daf-d978468e6ce6\", \"6cbd5025-bf91-4602-aec7-9339a88861ef\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 1.476}, \"71284\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-03-24 10:38:20.000000+00:00\", \"2022-10-11 00:13:37.000000+00:00\"], \"session_ids\": [\"bf9e9ff9-f4af-4b97-b049-117a9eb6cbac\", \"32611f12-5f6e-46bf-a058-f2daf5b7db96\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 1.586}, \"81553\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-04-15 13:30:26.000000+00:00\", \"2019-01-11 16:14:20.000000+00:00\"], \"session_ids\": [\"6373bec5-644b-4d3d-ad09-2267d04cedf9\", \"98ee7078-f1ab-435b-a73c-c65eb86d7fcd\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.167}, \"97482\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-03-10 15:20:56.000000+00:00\", \"2021-12-26 03:45:59.000000+00:00\"], \"session_ids\": [\"e14218f1-946e-4f5f-aa41-4aaaa44ebfd7\", \"9161a201-ab22-4cf9-97c7-2351c19fe6c5\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 4.556}, \"75269\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-09-24 22:25:12.000000+00:00\", \"2020-05-25 19:07:56.000000+00:00\"], \"session_ids\": [\"71eee06a-e2ad-4e83-90a6-237789c0b8fe\", \"7097bbec-cf53-4f6c-a1e0-29fecdc87f79\"], \"total_duration\": 392.0, \"total_sessions\": 2, \"mean_week_duration\": 11.2}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"81553\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-04-15 13:30:26.000000+00:00\", \"2019-01-11 16:14:20.000000+00:00\"], \"session_ids\": [\"6373bec5-644b-4d3d-ad09-2267d04cedf9\", \"98ee7078-f1ab-435b-a73c-c65eb86d7fcd\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.167}}, {\"19285\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-08-16 14:38:51.000000+00:00\", \"2019-10-31 11:45:22.000000+00:00\"], \"session_ids\": [\"5d24117e-95ee-4b03-9daf-d978468e6ce6\", \"6cbd5025-bf91-4602-aec7-9339a88861ef\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 1.476}}, {\"71284\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-03-24 10:38:20.000000+00:00\", \"2022-10-11 00:13:37.000000+00:00\"], \"session_ids\": [\"bf9e9ff9-f4af-4b97-b049-117a9eb6cbac\", \"32611f12-5f6e-46bf-a058-f2daf5b7db96\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 1.586}}, {\"97482\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-03-10 15:20:56.000000+00:00\", \"2021-12-26 03:45:59.000000+00:00\"], \"session_ids\": [\"e14218f1-946e-4f5f-aa41-4aaaa44ebfd7\", \"9161a201-ab22-4cf9-97c7-2351c19fe6c5\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 4.556}}, {\"75269\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-09-24 22:25:12.000000+00:00\", \"2020-05-25 19:07:56.000000+00:00\"], \"session_ids\": [\"71eee06a-e2ad-4e83-90a6-237789c0b8fe\", \"7097bbec-cf53-4f6c-a1e0-29fecdc87f79\"], \"total_duration\": 392.0, \"total_sessions\": 2, \"mean_week_duration\": 11.2}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 5 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"81553\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-04-15 13:30:26.000000+00:00\", \"2019-01-11 16:14:20.000000+00:00\"], \"session_ids\": [\"6373bec5-644b-4d3d-ad09-2267d04cedf9\", \"98ee7078-f1ab-435b-a73c-c65eb86d7fcd\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.167}}, {\"19285\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-08-16 14:38:51.000000+00:00\", \"2019-10-31 11:45:22.000000+00:00\"], \"session_ids\": [\"5d24117e-95ee-4b03-9daf-d978468e6ce6\", \"6cbd5025-bf91-4602-aec7-9339a88861ef\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 1.476}}, {\"71284\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-03-24 10:38:20.000000+00:00\", \"2022-10-11 00:13:37.000000+00:00\"], \"session_ids\": [\"bf9e9ff9-f4af-4b97-b049-117a9eb6cbac\", \"32611f12-5f6e-46bf-a058-f2daf5b7db96\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 1.586}}, {\"97482\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-03-10 15:20:56.000000+00:00\", \"2021-12-26 03:45:59.000000+00:00\"], \"session_ids\": [\"e14218f1-946e-4f5f-aa41-4aaaa44ebfd7\", \"9161a201-ab22-4cf9-97c7-2351c19fe6c5\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 4.556}}, {\"75269\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-09-24 22:25:12.000000+00:00\", \"2020-05-25 19:07:56.000000+00:00\"], \"session_ids\": [\"71eee06a-e2ad-4e83-90a6-237789c0b8fe\", \"7097bbec-cf53-4f6c-a1e0-29fecdc87f79\"], \"total_duration\": 392.0, \"total_sessions\": 2, \"mean_week_duration\": 11.2}}]\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[{\"81553\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-04-15 13:30:26.000000+00:00\", \"2019-01-11 16:14:20.000000+00:00\"], \"session_ids\": [\"6373bec5-644b-4d3d-ad09-2267d04cedf9\", \"98ee7078-f1ab-435b-a73c-c65eb86d7fcd\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.167}}, {\"19285\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-08-16 14:38:51.000000+00:00\", \"2019-10-31 11:45:22.000000+00:00\"], \"session_ids\": [\"5d24117e-95ee-4b03-9daf-d978468e6ce6\", \"6cbd5025-bf91-4602-aec7-9339a88861ef\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 1.476}}, {\"71284\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-03-24 10:38:20.000000+00:00\", \"2022-10-11 00:13:37.000000+00:00\"], \"session_ids\": [\"bf9e9ff9-f4af-4b97-b049-117a9eb6cbac\", \"32611f12-5f6e-46bf-a058-f2daf5b7db96\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 1.586}}, {\"97482\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-03-10 15:20:56.000000+00:00\", \"2021-12-26 03:45:59.000000+00:00\"], \"session_ids\": [\"e14218f1-946e-4f5f-aa41-4aaaa44ebfd7\", \"9161a201-ab22-4cf9-97c7-2351c19fe6c5\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 4.556}}, {\"75269\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-09-24 22:25:12.000000+00:00\", \"2020-05-25 19:07:56.000000+00:00\"], \"session_ids\": [\"71eee06a-e2ad-4e83-90a6-237789c0b8fe\", \"7097bbec-cf53-4f6c-a1e0-29fecdc87f79\"], \"total_duration\": 392.0, \"total_sessions\": 2, \"mean_week_duration\": 11.2}}]\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 5 users whose total_duration is bigger than 1369 inclusive also do sorting by city name in desc order , moreover save only 4 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"60770\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-11-03 03:49:49.000000+00:00\", \"2020-05-27 03:36:01.000000+00:00\"], \"session_ids\": [\"20c75b88-9d36-4d70-b5b8-384c72804fa6\", \"6fb6565a-9899-470e-a7c3-402b12a965fe\"], \"total_duration\": 390.0, \"total_sessions\": 2, \"mean_week_duration\": 13.0}, \"67706\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-11-02 21:35:20.000000+00:00\", \"2021-05-10 12:53:26.000000+00:00\"], \"session_ids\": [\"397e15e5-81fa-423f-a23f-88310d71828f\", \"5c9f1e51-c5a1-47da-b7b4-92d49627dd93\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 4.259}, \"60433\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-01-11 09:48:01.000000+00:00\", \"2021-04-25 08:06:34.000000+00:00\", \"2023-06-20 01:13:32.000000+00:00\"], \"session_ids\": [\"286fd3de-26aa-43aa-93dd-6227d894c181\", \"c20a61e7-3d63-40b8-a9a8-432324e6ecac\", \"e378c956-0719-41d6-8d25-b2068ebd627a\"], \"total_duration\": 234.0, \"total_sessions\": 3, \"mean_week_duration\": 1.843}, \"89505\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-07-26 17:07:36.000000+00:00\", \"2023-04-22 22:01:36.000000+00:00\", \"2019-11-07 01:45:03.000000+00:00\", \"2019-07-02 08:57:14.000000+00:00\", \"2022-03-16 18:27:09.000000+00:00\"], \"session_ids\": [\"c3b0531a-f42e-4630-a854-ca45974ad7b8\", \"b02ae871-d2b7-44bf-af9a-23598ec38043\", \"abf4ea86-888a-40f3-a531-361e939b83e5\", \"74c09385-974e-4325-92a8-a411b0673234\", \"f0c1d43a-df8a-45a1-b2e3-d2ff8ce19c77\"], \"total_duration\": 2718.0, \"total_sessions\": 5, \"mean_week_duration\": 13.658}, \"88821\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-11-24 20:27:01.000000+00:00\", \"2023-05-31 20:50:22.000000+00:00\", \"2022-12-14 04:06:57.000000+00:00\", \"2022-05-07 09:32:21.000000+00:00\"], \"session_ids\": [\"cf7fc4df-9064-49cc-8bcf-f2bd92fa0a56\", \"393ceb8a-8be7-482f-a64a-bee375ee946c\", \"66558839-13ff-4e06-8f08-c5e0677a1433\", \"2f98a1b1-d26c-442e-ae85-5a5244e64916\"], \"total_duration\": 283.0, \"total_sessions\": 4, \"mean_week_duration\": 3.582}, \"33813\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-11-26 06:15:14.000000+00:00\", \"2020-07-03 04:23:10.000000+00:00\", \"2019-08-10 14:15:50.000000+00:00\", \"2021-04-26 00:51:57.000000+00:00\", \"2021-01-11 12:46:29.000000+00:00\", \"2022-08-29 07:30:41.000000+00:00\", \"2023-03-30 00:23:30.000000+00:00\", \"2020-09-07 07:10:18.000000+00:00\", \"2023-04-14 04:31:28.000000+00:00\", \"2021-02-15 05:33:48.000000+00:00\"], \"session_ids\": [\"6aa4b521-73fb-4703-a102-82a8df70d16d\", \"50f3a23b-aae9-4ff6-9c5c-fc8932e7e12f\", \"e341ebf7-cdea-43bd-9ca5-813a4509c4af\", \"ce2397cc-8185-4b46-8b27-fc0385a806b0\", \"02958ddd-5f97-4318-8644-6f690290654e\", \"dc51e9ef-f7a8-4e3a-833c-a2dc67b344c7\", \"707e2199-e5d6-47af-985d-cd2ef5444f9d\", \"c3070828-1f97-4c3f-a162-da3704b828be\", \"124e7f79-aee7-4826-b1c4-12268586853c\", \"ceaaf427-93f1-482f-95c0-51ac87118b15\"], \"total_duration\": 262.0, \"total_sessions\": 10, \"mean_week_duration\": 1.365}, \"64649\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-06-07 22:40:05.000000+00:00\", \"2022-09-13 11:37:38.000000+00:00\", \"2021-05-14 04:40:02.000000+00:00\"], \"session_ids\": [\"3abfc655-c8be-47e2-b897-d1644f40a74a\", \"2f4d2095-8067-49d4-a1f0-d4837b1fe9cb\", \"80f59e10-26b5-428e-bf04-1111d8110865\"], \"total_duration\": 588.0, \"total_sessions\": 3, \"mean_week_duration\": 4.941}, \"12107\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-01-13 02:15:59.000000+00:00\", \"2023-06-25 11:58:52.000000+00:00\"], \"session_ids\": [\"3f633a37-ee27-4aaf-b952-09cf8c066338\", \"a045e5e6-5245-496e-bd86-cd80c7a07848\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 1.25}, \"52430\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-07-06 06:27:33.000000+00:00\", \"2020-10-22 12:16:54.000000+00:00\"], \"session_ids\": [\"f52c271c-650a-4e62-ad86-f77db5cc8820\", \"9ed92576-b396-493b-b895-3bffad5e1608\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.371}, \"60506\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-04-12 08:27:48.000000+00:00\", \"2023-04-11 09:06:47.000000+00:00\", \"2022-01-14 00:57:10.000000+00:00\", \"2021-08-28 14:13:56.000000+00:00\"], \"session_ids\": [\"917d803e-58a5-4e57-af0e-b3c1704a9975\", \"a30682e2-192f-4336-89a3-10612f716380\", \"fd82ce8e-4119-423c-baeb-d35aa1bf4e89\", \"2e614798-e3a7-4f71-a459-39efcc69ac99\"], \"total_duration\": 1022.0, \"total_sessions\": 4, \"mean_week_duration\": 6.51}}\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 1369"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\"]]}, \"all_values\": {\"total_duration\": [[1369, 3581]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"89505\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-07-26 17:07:36.000000+00:00\", \"2023-04-22 22:01:36.000000+00:00\", \"2019-11-07 01:45:03.000000+00:00\", \"2019-07-02 08:57:14.000000+00:00\", \"2022-03-16 18:27:09.000000+00:00\"], \"session_ids\": [\"c3b0531a-f42e-4630-a854-ca45974ad7b8\", \"b02ae871-d2b7-44bf-af9a-23598ec38043\", \"abf4ea86-888a-40f3-a531-361e939b83e5\", \"74c09385-974e-4325-92a8-a411b0673234\", \"f0c1d43a-df8a-45a1-b2e3-d2ff8ce19c77\"], \"total_duration\": 2718.0, \"total_sessions\": 5, \"mean_week_duration\": 13.658}}\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[{\"89505\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-07-26 17:07:36.000000+00:00\", \"2023-04-22 22:01:36.000000+00:00\", \"2019-11-07 01:45:03.000000+00:00\", \"2019-07-02 08:57:14.000000+00:00\", \"2022-03-16 18:27:09.000000+00:00\"], \"session_ids\": [\"c3b0531a-f42e-4630-a854-ca45974ad7b8\", \"b02ae871-d2b7-44bf-af9a-23598ec38043\", \"abf4ea86-888a-40f3-a531-361e939b83e5\", \"74c09385-974e-4325-92a8-a411b0673234\", \"f0c1d43a-df8a-45a1-b2e3-d2ff8ce19c77\"], \"total_duration\": 2718.0, \"total_sessions\": 5, \"mean_week_duration\": 13.658}}]\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[{\"89505\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-07-26 17:07:36.000000+00:00\", \"2023-04-22 22:01:36.000000+00:00\", \"2019-11-07 01:45:03.000000+00:00\", \"2019-07-02 08:57:14.000000+00:00\", \"2022-03-16 18:27:09.000000+00:00\"], \"session_ids\": [\"c3b0531a-f42e-4630-a854-ca45974ad7b8\", \"b02ae871-d2b7-44bf-af9a-23598ec38043\", \"abf4ea86-888a-40f3-a531-361e939b83e5\", \"74c09385-974e-4325-92a8-a411b0673234\", \"f0c1d43a-df8a-45a1-b2e3-d2ff8ce19c77\"], \"total_duration\": 2718.0, \"total_sessions\": 5, \"mean_week_duration\": 13.658}}]\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[{\"89505\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-07-26 17:07:36.000000+00:00\", \"2023-04-22 22:01:36.000000+00:00\", \"2019-11-07 01:45:03.000000+00:00\", \"2019-07-02 08:57:14.000000+00:00\", \"2022-03-16 18:27:09.000000+00:00\"], \"session_ids\": [\"c3b0531a-f42e-4630-a854-ca45974ad7b8\", \"b02ae871-d2b7-44bf-af9a-23598ec38043\", \"abf4ea86-888a-40f3-a531-361e939b83e5\", \"74c09385-974e-4325-92a8-a411b0673234\", \"f0c1d43a-df8a-45a1-b2e3-d2ff8ce19c77\"], \"total_duration\": 2718.0, \"total_sessions\": 5, \"mean_week_duration\": 13.658}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about users with a total_duration that is above 1288 and below 3746, exclusive 3746 , and implement sorting by town_name from the smallest to the largest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"20439\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-12-10 21:08:59.000000+00:00\", \"2019-11-22 11:51:41.000000+00:00\", \"2021-04-18 11:37:59.000000+00:00\", \"2022-03-21 20:41:32.000000+00:00\", \"2021-06-29 05:38:54.000000+00:00\", \"2022-11-14 22:33:55.000000+00:00\", \"2020-06-24 11:15:30.000000+00:00\"], \"session_ids\": [\"8ea125e4-a3a4-4fee-8d54-30a278cbf5d2\", \"d50de971-4330-4b34-9fb2-076f8cbabdc7\", \"d88280d0-6af8-49f5-a10e-58b5b1148e9a\", \"ec88d55e-088f-43f4-a702-17fb4ab5f9d5\", \"af125849-cb40-47ab-9bab-a0a9487b182a\", \"f72c43b1-68e1-4b7e-b3be-dc24ea765e94\", \"a74e522f-dc3f-4b86-869e-f9e42ea66f75\"], \"total_duration\": 182.0, \"total_sessions\": 7, \"mean_week_duration\": 1.137}, \"46089\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-05-16 13:55:41.000000+00:00\", \"2020-01-14 17:53:58.000000+00:00\"], \"session_ids\": [\"f2f9fe81-89fb-49c8-b4cb-9f7172ec09e9\", \"fb1bfd1f-105e-440c-8b41-aa18e4ca926a\"], \"total_duration\": 235.0, \"total_sessions\": 2, \"mean_week_duration\": 13.056}, \"12325\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5}, \"city_name\": \"Moscow\", \"datetimes\": [\"2023-05-23 09:06:41.000000+00:00\", \"2022-07-09 11:12:20.000000+00:00\"], \"session_ids\": [\"0b9720aa-5979-4bca-ba76-de11cc66ceb6\", \"d084d840-532b-4957-825b-f431a263f0a8\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 3.935}, \"30345\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2019-08-27 19:02:02.000000+00:00\", \"2020-06-05 05:00:06.000000+00:00\"], \"session_ids\": [\"c6624bb5-dad6-4004-8463-77ac0df81212\", \"a512947c-0a27-4287-9c63-64eccf93ca05\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 1.22}, \"96827\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-01-04 23:30:44.000000+00:00\", \"2022-03-24 02:02:44.000000+00:00\", \"2020-04-13 17:34:34.000000+00:00\"], \"session_ids\": [\"ede95cbb-b70a-40c2-824c-11cf99fafe63\", \"f879e2ef-ad49-4c16-a36d-cde3844d6f2f\", \"0ed8fb20-fe19-4e58-817d-8d1a6abc4651\"], \"total_duration\": 467.0, \"total_sessions\": 3, \"mean_week_duration\": 3.266}, \"92436\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-01-24 04:01:06.000000+00:00\", \"2019-06-25 17:15:47.000000+00:00\"], \"session_ids\": [\"d3dbe0c8-8c13-4041-af78-6aad6cac497c\", \"83144c30-9d4c-4b14-ad30-dc53657b2aea\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.484}, \"34074\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-06-07 18:22:26.000000+00:00\", \"2020-10-27 01:54:59.000000+00:00\"], \"session_ids\": [\"b606681c-7655-4c5e-857a-261b7e72ae43\", \"04253927-2012-4ebc-81dc-0d79fe5bf8b9\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.369}, \"36419\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-01-08 15:36:39.000000+00:00\", \"2022-07-08 23:37:37.000000+00:00\"], \"session_ids\": [\"42d87d76-89b4-4e99-9c4a-f5d6fc343062\", \"be90605c-2850-426f-b3f9-a1f2c42c19ef\"], \"total_duration\": 175.0, \"total_sessions\": 2, \"mean_week_duration\": 0.956}, \"86743\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-09-27 05:58:11.000000+00:00\", \"2022-06-13 12:34:57.000000+00:00\"], \"session_ids\": [\"dfa4162f-b7a9-41fd-a227-ee784f5dcb52\", \"7d0801b8-d340-41c9-9712-050e72d18f33\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 2.261}, \"76738\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Moscow\", \"datetimes\": [\"2022-02-02 12:15:43.000000+00:00\", \"2021-11-09 12:48:17.000000+00:00\"], \"session_ids\": [\"e0727e11-a6ae-4b36-a1ac-e3a52ba1b2ca\", \"9108c061-b947-4105-ab04-9a24d0696599\"], \"total_duration\": 223.0, \"total_sessions\": 2, \"mean_week_duration\": 18.583}}\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 1288 and are less than 3746"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_duration\": [[1288, 3746]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you tell me about 3 users whose average of total time spent in the app per week is strictly less than 40 and greater than 22 and apply sorting by total sessions from the largest to the smallest and keep only 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"42357\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-02-28 20:07:28.000000+00:00\", \"2021-03-14 00:50:07.000000+00:00\"], \"session_ids\": [\"134a4081-3e0a-41ed-b097-feebcbfe95d0\", \"303b9590-7c95-40fe-94f6-bdaaba2e9e0c\"], \"total_duration\": 254.0, \"total_sessions\": 2, \"mean_week_duration\": 2.466}, \"71442\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-04-29 04:13:52.000000+00:00\", \"2021-10-21 22:06:57.000000+00:00\", \"2019-12-12 08:28:05.000000+00:00\"], \"session_ids\": [\"949b82b2-cccc-4cb5-ad78-f89cf515d29d\", \"977ab8ff-8a1f-4900-bd19-7c665b07d350\", \"94be263a-d467-4d0d-92fe-570ac4a4a125\"], \"total_duration\": 594.0, \"total_sessions\": 3, \"mean_week_duration\": 4.569}, \"45402\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-10-06 12:08:10.000000+00:00\", \"2021-09-01 10:59:57.000000+00:00\", \"2020-01-15 14:31:36.000000+00:00\", \"2019-02-12 09:12:03.000000+00:00\"], \"session_ids\": [\"9e7b8c27-c7e3-4e01-a57d-7098d62a3d30\", \"881e278e-8867-4251-861a-66e163679c93\", \"73bd348f-b83c-4e8a-a82c-30939ba43c7a\", \"7841d6b2-f3a8-4f30-a7a9-507ff930164b\"], \"total_duration\": 147.0, \"total_sessions\": 4, \"mean_week_duration\": 1.097}, \"87839\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-06-17 08:41:42.000000+00:00\", \"2020-09-18 21:43:43.000000+00:00\", \"2020-07-20 04:51:40.000000+00:00\"], \"session_ids\": [\"4f9cd2f0-6e6d-4243-9b56-806bc757d6c3\", \"79296998-7d3e-4d91-8dac-a11d3d2ceb8b\", \"b7c1ae59-c13b-44c3-9a9f-6bf19cb2471d\"], \"total_duration\": 227.0, \"total_sessions\": 3, \"mean_week_duration\": 3.439}, \"51945\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-12-26 03:38:58.000000+00:00\", \"2019-11-15 21:57:06.000000+00:00\"], \"session_ids\": [\"214ebddc-bb61-406d-9be5-b2ba6e78952b\", \"03c57c6e-4811-4b98-92f1-6a64c252fed8\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 1.963}, \"13664\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-02-28 19:39:48.000000+00:00\", \"2022-08-27 12:54:56.000000+00:00\"], \"session_ids\": [\"e15138cc-0ba0-4c20-9d8f-469a96f19a79\", \"216da54c-bcfc-4ea3-960b-86aa1fb5c18a\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.603}, \"33945\": {\"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\": \"Lima\", \"datetimes\": [\"2021-01-01 17:28:04.000000+00:00\", \"2021-10-28 06:19:20.000000+00:00\", \"2020-10-28 15:56:25.000000+00:00\"], \"session_ids\": [\"1fe833b0-489a-4b10-abc2-76957a73a8f6\", \"04baff96-389d-49fe-8e8f-b46e2fd5f438\", \"44de4b34-7c1c-438e-8862-b6028f2e0e01\"], \"total_duration\": 953.0, \"total_sessions\": 3, \"mean_week_duration\": 18.327}, \"41409\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-11 10:11:50.000000+00:00\", \"2021-02-11 01:47:42.000000+00:00\", \"2021-08-10 12:04:55.000000+00:00\", \"2022-07-26 08:23:29.000000+00:00\", \"2019-12-15 03:49:52.000000+00:00\"], \"session_ids\": [\"973fcd0a-5fef-4f38-8c84-dd47ac62bb9a\", \"d47d4378-e19c-4ff3-b4a0-3c7047b8f37f\", \"a7b2bb0f-bd76-48b8-a25f-d8aae37c29da\", \"b9785b9a-4c9d-43ab-a362-2e6a41b314e8\", \"5fdd9014-3e2e-40a5-8648-a55a1d2fbb26\"], \"total_duration\": 36.0, \"total_sessions\": 5, \"mean_week_duration\": 0.198}, \"20308\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-04 05:51:09.000000+00:00\", \"2022-03-20 09:56:14.000000+00:00\"], \"session_ids\": [\"6b54478a-d9f9-4784-9f72-d1a346035112\", \"9f41abbb-df5b-48de-8c6d-08c154d8cf4d\"], \"total_duration\": 293.0, \"total_sessions\": 2, \"mean_week_duration\": 4.309}, \"36246\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-01-02 04:29:43.000000+00:00\", \"2019-01-18 19:55:47.000000+00:00\"], \"session_ids\": [\"1552762a-ab3e-41b9-9d94-9a5fcae01cb4\", \"e0e546d9-b677-4b7b-a0e0-df8ffb5af77a\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 0.794}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are equal or greater than 22 and are less than 40"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[22, 40]]}}}\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'm curious about user who has time spent on the site strictly bigger than 3221 and strictly smaller than 2472 additionaly put to use sorting by name of the city in desc as well as show me only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"24306\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-04-09 10:03:03.000000+00:00\", \"2020-10-19 08:48:51.000000+00:00\"], \"session_ids\": [\"17a11004-cd30-4163-a9fa-487419b6fca0\", \"40648a3b-aa46-4aa7-87ec-59970549cac0\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 1.169}, \"86510\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-06-16 20:36:34.000000+00:00\", \"2019-11-11 21:48:25.000000+00:00\", \"2019-12-11 02:19:08.000000+00:00\"], \"session_ids\": [\"e675dad4-9911-4fb2-abd6-f9ac04e362ac\", \"702e3bf5-47e6-4002-8bce-a5e5fe9c1b90\", \"3ec89cb1-ab8a-4456-a8aa-450bd30501e4\"], \"total_duration\": 90.0, \"total_sessions\": 3, \"mean_week_duration\": 1.071}, \"94482\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 7, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-09-20 23:41:27.000000+00:00\", \"2021-05-26 18:17:26.000000+00:00\"], \"session_ids\": [\"bd8b69ae-1fce-44d5-913e-51102e053247\", \"8e9e21eb-0bb7-4761-afc5-8f56719465df\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.58}, \"59764\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-01-27 04:37:25.000000+00:00\", \"2021-09-21 02:13:01.000000+00:00\"], \"session_ids\": [\"263591e1-9548-4946-b2dd-46787389a946\", \"2dd3a6c3-fc61-489b-b8a8-763dfadacba1\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.618}, \"34132\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-31 21:27:23.000000+00:00\", \"2023-06-16 21:36:07.000000+00:00\"], \"session_ids\": [\"32cfe8c9-bab4-4f69-b75a-2635400a7dac\", \"b3de86d3-3fcc-4347-bb93-4761315a509a\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 1.133}, \"23254\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-06-27 11:52:52.000000+00:00\", \"2019-06-24 09:19:09.000000+00:00\"], \"session_ids\": [\"bc20c66a-1ac2-4f07-ae29-7940d5adef08\", \"64666385-d224-4c38-a5af-88808a3382f2\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.267}, \"4385\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-03-29 08:41:05.000000+00:00\", \"2021-10-27 08:44:17.000000+00:00\"], \"session_ids\": [\"d4a70bbe-17ed-442d-954a-2c08c4c0ad52\", \"6a9b051b-45e5-4b53-bc08-23e30ca1ce96\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.274}, \"90883\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-08-15 08:08:02.000000+00:00\", \"2021-04-17 10:11:36.000000+00:00\"], \"session_ids\": [\"f2894805-31fe-4550-ad7d-1dd3095f6e0a\", \"6d39b369-fd32-4c7c-a27e-e305c280b113\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 6.686}, \"33192\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-07-28 13:51:22.000000+00:00\", \"2023-05-22 08:23:53.000000+00:00\"], \"session_ids\": [\"2ba5d923-8738-4328-9b46-d56ff99deeca\", \"d8b4eae4-0c4a-4630-ae5a-b8df0a651618\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.327}, \"65969\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-07-27 03:53:53.000000+00:00\", \"2019-06-01 12:05:18.000000+00:00\"], \"session_ids\": [\"f2b86374-75f4-44c4-abda-4de3ee3d9b35\", \"88cced2c-1900-4a22-bbd6-be5eeb2eb66c\"], \"total_duration\": 231.0, \"total_sessions\": 2, \"mean_week_duration\": 2.044}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are less than 2472 and are greater than 3221"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"total_duration\": [[2472, 3221]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"24306\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-04-09 10:03:03.000000+00:00\", \"2020-10-19 08:48:51.000000+00:00\"], \"session_ids\": [\"17a11004-cd30-4163-a9fa-487419b6fca0\", \"40648a3b-aa46-4aa7-87ec-59970549cac0\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 1.169}, \"86510\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-06-16 20:36:34.000000+00:00\", \"2019-11-11 21:48:25.000000+00:00\", \"2019-12-11 02:19:08.000000+00:00\"], \"session_ids\": [\"e675dad4-9911-4fb2-abd6-f9ac04e362ac\", \"702e3bf5-47e6-4002-8bce-a5e5fe9c1b90\", \"3ec89cb1-ab8a-4456-a8aa-450bd30501e4\"], \"total_duration\": 90.0, \"total_sessions\": 3, \"mean_week_duration\": 1.071}, \"94482\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 7, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-09-20 23:41:27.000000+00:00\", \"2021-05-26 18:17:26.000000+00:00\"], \"session_ids\": [\"bd8b69ae-1fce-44d5-913e-51102e053247\", \"8e9e21eb-0bb7-4761-afc5-8f56719465df\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.58}, \"59764\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-01-27 04:37:25.000000+00:00\", \"2021-09-21 02:13:01.000000+00:00\"], \"session_ids\": [\"263591e1-9548-4946-b2dd-46787389a946\", \"2dd3a6c3-fc61-489b-b8a8-763dfadacba1\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.618}, \"34132\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-31 21:27:23.000000+00:00\", \"2023-06-16 21:36:07.000000+00:00\"], \"session_ids\": [\"32cfe8c9-bab4-4f69-b75a-2635400a7dac\", \"b3de86d3-3fcc-4347-bb93-4761315a509a\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 1.133}, \"23254\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-06-27 11:52:52.000000+00:00\", \"2019-06-24 09:19:09.000000+00:00\"], \"session_ids\": [\"bc20c66a-1ac2-4f07-ae29-7940d5adef08\", \"64666385-d224-4c38-a5af-88808a3382f2\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.267}, \"4385\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-03-29 08:41:05.000000+00:00\", \"2021-10-27 08:44:17.000000+00:00\"], \"session_ids\": [\"d4a70bbe-17ed-442d-954a-2c08c4c0ad52\", \"6a9b051b-45e5-4b53-bc08-23e30ca1ce96\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.274}, \"90883\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-08-15 08:08:02.000000+00:00\", \"2021-04-17 10:11:36.000000+00:00\"], \"session_ids\": [\"f2894805-31fe-4550-ad7d-1dd3095f6e0a\", \"6d39b369-fd32-4c7c-a27e-e305c280b113\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 6.686}, \"33192\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-07-28 13:51:22.000000+00:00\", \"2023-05-22 08:23:53.000000+00:00\"], \"session_ids\": [\"2ba5d923-8738-4328-9b46-d56ff99deeca\", \"d8b4eae4-0c4a-4630-ae5a-b8df0a651618\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.327}, \"65969\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-07-27 03:53:53.000000+00:00\", \"2019-06-01 12:05:18.000000+00:00\"], \"session_ids\": [\"f2b86374-75f4-44c4-abda-4de3ee3d9b35\", \"88cced2c-1900-4a22-bbd6-be5eeb2eb66c\"], \"total_duration\": 231.0, \"total_sessions\": 2, \"mean_week_duration\": 2.044}}\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[{\"59764\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-01-27 04:37:25.000000+00:00\", \"2021-09-21 02:13:01.000000+00:00\"], \"session_ids\": [\"263591e1-9548-4946-b2dd-46787389a946\", \"2dd3a6c3-fc61-489b-b8a8-763dfadacba1\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.618}}, {\"23254\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-06-27 11:52:52.000000+00:00\", \"2019-06-24 09:19:09.000000+00:00\"], \"session_ids\": [\"bc20c66a-1ac2-4f07-ae29-7940d5adef08\", \"64666385-d224-4c38-a5af-88808a3382f2\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.267}}, {\"86510\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-06-16 20:36:34.000000+00:00\", \"2019-11-11 21:48:25.000000+00:00\", \"2019-12-11 02:19:08.000000+00:00\"], \"session_ids\": [\"e675dad4-9911-4fb2-abd6-f9ac04e362ac\", \"702e3bf5-47e6-4002-8bce-a5e5fe9c1b90\", \"3ec89cb1-ab8a-4456-a8aa-450bd30501e4\"], \"total_duration\": 90.0, \"total_sessions\": 3, \"mean_week_duration\": 1.071}}, {\"4385\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-03-29 08:41:05.000000+00:00\", \"2021-10-27 08:44:17.000000+00:00\"], \"session_ids\": [\"d4a70bbe-17ed-442d-954a-2c08c4c0ad52\", \"6a9b051b-45e5-4b53-bc08-23e30ca1ce96\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.274}}, {\"24306\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-04-09 10:03:03.000000+00:00\", \"2020-10-19 08:48:51.000000+00:00\"], \"session_ids\": [\"17a11004-cd30-4163-a9fa-487419b6fca0\", \"40648a3b-aa46-4aa7-87ec-59970549cac0\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 1.169}}, {\"90883\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-08-15 08:08:02.000000+00:00\", \"2021-04-17 10:11:36.000000+00:00\"], \"session_ids\": [\"f2894805-31fe-4550-ad7d-1dd3095f6e0a\", \"6d39b369-fd32-4c7c-a27e-e305c280b113\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 6.686}}, {\"94482\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 7, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-09-20 23:41:27.000000+00:00\", \"2021-05-26 18:17:26.000000+00:00\"], \"session_ids\": [\"bd8b69ae-1fce-44d5-913e-51102e053247\", \"8e9e21eb-0bb7-4761-afc5-8f56719465df\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.58}}, {\"33192\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-07-28 13:51:22.000000+00:00\", \"2023-05-22 08:23:53.000000+00:00\"], \"session_ids\": [\"2ba5d923-8738-4328-9b46-d56ff99deeca\", \"d8b4eae4-0c4a-4630-ae5a-b8df0a651618\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.327}}, {\"34132\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-31 21:27:23.000000+00:00\", \"2023-06-16 21:36:07.000000+00:00\"], \"session_ids\": [\"32cfe8c9-bab4-4f69-b75a-2635400a7dac\", \"b3de86d3-3fcc-4347-bb93-4761315a509a\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 1.133}}, {\"65969\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-07-27 03:53:53.000000+00:00\", \"2019-06-01 12:05:18.000000+00:00\"], \"session_ids\": [\"f2b86374-75f4-44c4-abda-4de3ee3d9b35\", \"88cced2c-1900-4a22-bbd6-be5eeb2eb66c\"], \"total_duration\": 231.0, \"total_sessions\": 2, \"mean_week_duration\": 2.044}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"59764\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-01-27 04:37:25.000000+00:00\", \"2021-09-21 02:13:01.000000+00:00\"], \"session_ids\": [\"263591e1-9548-4946-b2dd-46787389a946\", \"2dd3a6c3-fc61-489b-b8a8-763dfadacba1\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.618}}, {\"23254\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-06-27 11:52:52.000000+00:00\", \"2019-06-24 09:19:09.000000+00:00\"], \"session_ids\": [\"bc20c66a-1ac2-4f07-ae29-7940d5adef08\", \"64666385-d224-4c38-a5af-88808a3382f2\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.267}}]\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[{\"59764\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-01-27 04:37:25.000000+00:00\", \"2021-09-21 02:13:01.000000+00:00\"], \"session_ids\": [\"263591e1-9548-4946-b2dd-46787389a946\", \"2dd3a6c3-fc61-489b-b8a8-763dfadacba1\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.618}}, {\"23254\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-06-27 11:52:52.000000+00:00\", \"2019-06-24 09:19:09.000000+00:00\"], \"session_ids\": [\"bc20c66a-1ac2-4f07-ae29-7940d5adef08\", \"64666385-d224-4c38-a5af-88808a3382f2\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.267}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about 2 users who have median of duration of sessions per week greater than 9 as well as put to use sorting by total duration from the smallest to the largest and show me only 2 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"85456\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-05-24 09:23:29.000000+00:00\", \"2023-06-25 22:08:25.000000+00:00\", \"2021-12-26 01:00:04.000000+00:00\"], \"session_ids\": [\"1b1fa130-4cc4-40a5-a43a-070023cde08b\", \"c34bd020-fea7-433a-b9a5-1e78aaa52ba3\", \"4de27dd3-6b8d-431e-87d3-b830e001a792\"], \"total_duration\": 484.0, \"total_sessions\": 3, \"mean_week_duration\": 6.205}, \"59853\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"New York City\", \"datetimes\": [\"2020-12-26 14:59:17.000000+00:00\", \"2021-10-05 08:31:17.000000+00:00\"], \"session_ids\": [\"72aecd36-47da-429b-a531-f75ce74a16e0\", \"c6b24544-6912-4d51-b366-1bf3b366645b\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 3.341}, \"37072\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-10-18 17:34:57.000000+00:00\", \"2022-08-15 14:52:33.000000+00:00\"], \"session_ids\": [\"34f71984-e044-4324-ba48-3e520137d971\", \"203cd744-0a3f-47df-b349-b923b6005e9b\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 0.689}, \"16394\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-17 21:16:36.000000+00:00\", \"2020-02-04 14:05:07.000000+00:00\"], \"session_ids\": [\"f672ccf9-2a51-4c3b-bd18-237fa423964d\", \"7544cbf0-8501-4dd7-9110-2ab041117338\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 1.326}, \"37277\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-11 20:29:20.000000+00:00\", \"2023-06-16 09:29:46.000000+00:00\", \"2023-01-24 17:01:44.000000+00:00\", \"2022-11-02 02:40:55.000000+00:00\", \"2019-12-29 01:50:31.000000+00:00\", \"2022-01-22 09:09:44.000000+00:00\", \"2023-03-31 02:02:08.000000+00:00\", \"2019-09-12 20:47:00.000000+00:00\"], \"session_ids\": [\"685db58a-cee5-4f63-b5ae-19028083f1ad\", \"ef4c008e-5889-4044-b3f6-62987a460099\", \"60349fd8-c42a-4ae1-a40c-98e212140d13\", \"d1905d0e-ca67-43ad-aea9-6f2bc904f18e\", \"c2305b51-cb2c-4f89-a4b4-c41b35e023e1\", \"91fb82e1-aa93-44b7-ae92-f9da1c941a82\", \"48e8d2d8-eac3-4f9f-b189-99984b955acd\", \"4dd2668e-80b3-42bc-b3ba-6fcb6c532af3\"], \"total_duration\": 746.0, \"total_sessions\": 8, \"mean_week_duration\": 3.486}, \"44483\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-10-12 22:14:03.000000+00:00\", \"2022-07-31 08:27:06.000000+00:00\"], \"session_ids\": [\"d78e398f-d6a6-4442-8fc3-65b494acb256\", \"6c19ee86-e588-44c4-9c5d-ea3eebc31d14\"], \"total_duration\": 312.0, \"total_sessions\": 2, \"mean_week_duration\": 3.319}, \"12482\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-05-08 17:58:44.000000+00:00\", \"2021-05-24 08:02:27.000000+00:00\", \"2019-12-02 10:46:58.000000+00:00\", \"2019-11-26 05:05:57.000000+00:00\", \"2022-12-24 23:09:32.000000+00:00\", \"2020-08-14 02:58:58.000000+00:00\", \"2020-06-20 02:29:56.000000+00:00\", \"2023-06-02 12:18:20.000000+00:00\", \"2021-08-21 10:22:05.000000+00:00\", \"2020-12-12 15:56:59.000000+00:00\"], \"session_ids\": [\"08194259-774b-4bef-aa9c-0418d8528b80\", \"88543d4d-e4d5-4071-be38-c62d27f1e26f\", \"1bde5e63-5a59-4d73-96c8-2570e9c91a24\", \"858cf142-6e47-4117-9d67-b6a874de0647\", \"36fc3322-004a-48fe-9b76-8fa059b1d594\", \"d200db5f-591f-48a2-b762-6eaef0969f74\", \"47e91da9-989a-4b7a-9e68-691031b94021\", \"bc3d76f2-0922-4573-8ccf-5ea3bc3a4a81\", \"159a4565-ef89-445d-a60b-4f3e33ca439a\", \"406ae1f8-4b71-43d0-bf77-6b313885f2e4\"], \"total_duration\": 10110.0, \"total_sessions\": 10, \"mean_week_duration\": 47.465}, \"22844\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-12-08 07:19:25.000000+00:00\", \"2023-05-17 18:44:55.000000+00:00\", \"2023-06-10 01:59:51.000000+00:00\", \"2019-07-16 01:08:41.000000+00:00\", \"2022-03-28 08:15:10.000000+00:00\", \"2022-06-30 00:28:12.000000+00:00\", \"2019-04-13 15:11:04.000000+00:00\", \"2022-04-20 23:07:45.000000+00:00\"], \"session_ids\": [\"1bd3f7b4-c530-4fa3-a19d-f1f7296d1fd1\", \"1ab5fddb-b853-459d-8e15-bdf08b8be931\", \"6a091fd0-5dd3-4b77-87a4-e97808e68f8e\", \"08b1650b-4498-4ff2-bdc0-0c7edbc5c6d9\", \"5c0dc0d3-6328-44ca-98b9-c1910464b05b\", \"b93a65bf-6997-4021-8739-40cbe641d7cb\", \"92fba446-7c8b-4c12-99af-653dde6169c8\", \"a1fbb73e-2d15-42c7-b160-f68449eac88e\"], \"total_duration\": 2497.0, \"total_sessions\": 8, \"mean_week_duration\": 11.507}, \"80504\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2022-01-25 06:34:35.000000+00:00\", \"2021-11-03 02:40:42.000000+00:00\"], \"session_ids\": [\"f0bf56fe-3370-43a5-b1aa-7f7d0e3e40a8\", \"bf7c8c1e-54fb-4fbf-9616-ec9adee9d2e4\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 13.0}, \"33210\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-04-11 11:33:06.000000+00:00\", \"2020-07-15 02:24:46.000000+00:00\", \"2019-02-09 07:55:44.000000+00:00\"], \"session_ids\": [\"f6cfb86b-d508-4e49-afca-3220d8806e2f\", \"96ba9e7a-926a-486c-a8c8-551a7dfe16e2\", \"b8abce73-726a-4cb3-80b4-4795c163fe89\"], \"total_duration\": 54.0, \"total_sessions\": 3, \"mean_week_duration\": 0.72}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are equal or greater than 9"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\"]]}, \"all_values\": {\"mean_week_duration\": [[9, 32]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"12482\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-05-08 17:58:44.000000+00:00\", \"2021-05-24 08:02:27.000000+00:00\", \"2019-12-02 10:46:58.000000+00:00\", \"2019-11-26 05:05:57.000000+00:00\", \"2022-12-24 23:09:32.000000+00:00\", \"2020-08-14 02:58:58.000000+00:00\", \"2020-06-20 02:29:56.000000+00:00\", \"2023-06-02 12:18:20.000000+00:00\", \"2021-08-21 10:22:05.000000+00:00\", \"2020-12-12 15:56:59.000000+00:00\"], \"session_ids\": [\"08194259-774b-4bef-aa9c-0418d8528b80\", \"88543d4d-e4d5-4071-be38-c62d27f1e26f\", \"1bde5e63-5a59-4d73-96c8-2570e9c91a24\", \"858cf142-6e47-4117-9d67-b6a874de0647\", \"36fc3322-004a-48fe-9b76-8fa059b1d594\", \"d200db5f-591f-48a2-b762-6eaef0969f74\", \"47e91da9-989a-4b7a-9e68-691031b94021\", \"bc3d76f2-0922-4573-8ccf-5ea3bc3a4a81\", \"159a4565-ef89-445d-a60b-4f3e33ca439a\", \"406ae1f8-4b71-43d0-bf77-6b313885f2e4\"], \"total_duration\": 10110.0, \"total_sessions\": 10, \"mean_week_duration\": 47.465}, \"22844\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-12-08 07:19:25.000000+00:00\", \"2023-05-17 18:44:55.000000+00:00\", \"2023-06-10 01:59:51.000000+00:00\", \"2019-07-16 01:08:41.000000+00:00\", \"2022-03-28 08:15:10.000000+00:00\", \"2022-06-30 00:28:12.000000+00:00\", \"2019-04-13 15:11:04.000000+00:00\", \"2022-04-20 23:07:45.000000+00:00\"], \"session_ids\": [\"1bd3f7b4-c530-4fa3-a19d-f1f7296d1fd1\", \"1ab5fddb-b853-459d-8e15-bdf08b8be931\", \"6a091fd0-5dd3-4b77-87a4-e97808e68f8e\", \"08b1650b-4498-4ff2-bdc0-0c7edbc5c6d9\", \"5c0dc0d3-6328-44ca-98b9-c1910464b05b\", \"b93a65bf-6997-4021-8739-40cbe641d7cb\", \"92fba446-7c8b-4c12-99af-653dde6169c8\", \"a1fbb73e-2d15-42c7-b160-f68449eac88e\"], \"total_duration\": 2497.0, \"total_sessions\": 8, \"mean_week_duration\": 11.507}, \"80504\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2022-01-25 06:34:35.000000+00:00\", \"2021-11-03 02:40:42.000000+00:00\"], \"session_ids\": [\"f0bf56fe-3370-43a5-b1aa-7f7d0e3e40a8\", \"bf7c8c1e-54fb-4fbf-9616-ec9adee9d2e4\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 13.0}}\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[{\"80504\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2022-01-25 06:34:35.000000+00:00\", \"2021-11-03 02:40:42.000000+00:00\"], \"session_ids\": [\"f0bf56fe-3370-43a5-b1aa-7f7d0e3e40a8\", \"bf7c8c1e-54fb-4fbf-9616-ec9adee9d2e4\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 13.0}}, {\"22844\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-12-08 07:19:25.000000+00:00\", \"2023-05-17 18:44:55.000000+00:00\", \"2023-06-10 01:59:51.000000+00:00\", \"2019-07-16 01:08:41.000000+00:00\", \"2022-03-28 08:15:10.000000+00:00\", \"2022-06-30 00:28:12.000000+00:00\", \"2019-04-13 15:11:04.000000+00:00\", \"2022-04-20 23:07:45.000000+00:00\"], \"session_ids\": [\"1bd3f7b4-c530-4fa3-a19d-f1f7296d1fd1\", \"1ab5fddb-b853-459d-8e15-bdf08b8be931\", \"6a091fd0-5dd3-4b77-87a4-e97808e68f8e\", \"08b1650b-4498-4ff2-bdc0-0c7edbc5c6d9\", \"5c0dc0d3-6328-44ca-98b9-c1910464b05b\", \"b93a65bf-6997-4021-8739-40cbe641d7cb\", \"92fba446-7c8b-4c12-99af-653dde6169c8\", \"a1fbb73e-2d15-42c7-b160-f68449eac88e\"], \"total_duration\": 2497.0, \"total_sessions\": 8, \"mean_week_duration\": 11.507}}, {\"12482\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-05-08 17:58:44.000000+00:00\", \"2021-05-24 08:02:27.000000+00:00\", \"2019-12-02 10:46:58.000000+00:00\", \"2019-11-26 05:05:57.000000+00:00\", \"2022-12-24 23:09:32.000000+00:00\", \"2020-08-14 02:58:58.000000+00:00\", \"2020-06-20 02:29:56.000000+00:00\", \"2023-06-02 12:18:20.000000+00:00\", \"2021-08-21 10:22:05.000000+00:00\", \"2020-12-12 15:56:59.000000+00:00\"], \"session_ids\": [\"08194259-774b-4bef-aa9c-0418d8528b80\", \"88543d4d-e4d5-4071-be38-c62d27f1e26f\", \"1bde5e63-5a59-4d73-96c8-2570e9c91a24\", \"858cf142-6e47-4117-9d67-b6a874de0647\", \"36fc3322-004a-48fe-9b76-8fa059b1d594\", \"d200db5f-591f-48a2-b762-6eaef0969f74\", \"47e91da9-989a-4b7a-9e68-691031b94021\", \"bc3d76f2-0922-4573-8ccf-5ea3bc3a4a81\", \"159a4565-ef89-445d-a60b-4f3e33ca439a\", \"406ae1f8-4b71-43d0-bf77-6b313885f2e4\"], \"total_duration\": 10110.0, \"total_sessions\": 10, \"mean_week_duration\": 47.465}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"80504\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2022-01-25 06:34:35.000000+00:00\", \"2021-11-03 02:40:42.000000+00:00\"], \"session_ids\": [\"f0bf56fe-3370-43a5-b1aa-7f7d0e3e40a8\", \"bf7c8c1e-54fb-4fbf-9616-ec9adee9d2e4\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 13.0}}, {\"22844\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-12-08 07:19:25.000000+00:00\", \"2023-05-17 18:44:55.000000+00:00\", \"2023-06-10 01:59:51.000000+00:00\", \"2019-07-16 01:08:41.000000+00:00\", \"2022-03-28 08:15:10.000000+00:00\", \"2022-06-30 00:28:12.000000+00:00\", \"2019-04-13 15:11:04.000000+00:00\", \"2022-04-20 23:07:45.000000+00:00\"], \"session_ids\": [\"1bd3f7b4-c530-4fa3-a19d-f1f7296d1fd1\", \"1ab5fddb-b853-459d-8e15-bdf08b8be931\", \"6a091fd0-5dd3-4b77-87a4-e97808e68f8e\", \"08b1650b-4498-4ff2-bdc0-0c7edbc5c6d9\", \"5c0dc0d3-6328-44ca-98b9-c1910464b05b\", \"b93a65bf-6997-4021-8739-40cbe641d7cb\", \"92fba446-7c8b-4c12-99af-653dde6169c8\", \"a1fbb73e-2d15-42c7-b160-f68449eac88e\"], \"total_duration\": 2497.0, \"total_sessions\": 8, \"mean_week_duration\": 11.507}}]\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[{\"80504\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2022-01-25 06:34:35.000000+00:00\", \"2021-11-03 02:40:42.000000+00:00\"], \"session_ids\": [\"f0bf56fe-3370-43a5-b1aa-7f7d0e3e40a8\", \"bf7c8c1e-54fb-4fbf-9616-ec9adee9d2e4\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 13.0}}, {\"22844\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-12-08 07:19:25.000000+00:00\", \"2023-05-17 18:44:55.000000+00:00\", \"2023-06-10 01:59:51.000000+00:00\", \"2019-07-16 01:08:41.000000+00:00\", \"2022-03-28 08:15:10.000000+00:00\", \"2022-06-30 00:28:12.000000+00:00\", \"2019-04-13 15:11:04.000000+00:00\", \"2022-04-20 23:07:45.000000+00:00\"], \"session_ids\": [\"1bd3f7b4-c530-4fa3-a19d-f1f7296d1fd1\", \"1ab5fddb-b853-459d-8e15-bdf08b8be931\", \"6a091fd0-5dd3-4b77-87a4-e97808e68f8e\", \"08b1650b-4498-4ff2-bdc0-0c7edbc5c6d9\", \"5c0dc0d3-6328-44ca-98b9-c1910464b05b\", \"b93a65bf-6997-4021-8739-40cbe641d7cb\", \"92fba446-7c8b-4c12-99af-653dde6169c8\", \"a1fbb73e-2d15-42c7-b160-f68449eac88e\"], \"total_duration\": 2497.0, \"total_sessions\": 8, \"mean_week_duration\": 11.507}}]\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 3 users who have the biggest value of app usage time plus apply sorting by duration summation ascendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"3062\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Moscow\", \"datetimes\": [\"2019-02-22 11:27:37.000000+00:00\", \"2021-02-10 23:08:15.000000+00:00\", \"2021-08-21 18:38:24.000000+00:00\", \"2020-09-19 05:31:16.000000+00:00\", \"2020-12-05 02:41:00.000000+00:00\", \"2019-08-07 01:38:22.000000+00:00\", \"2022-01-13 10:09:20.000000+00:00\", \"2021-10-03 00:07:20.000000+00:00\", \"2021-08-25 09:48:34.000000+00:00\", \"2019-12-06 23:40:11.000000+00:00\"], \"session_ids\": [\"343d396d-34f1-4776-b1d1-d73b167280be\", \"0cfb3ab3-9e0a-440b-904d-5f706f44c2e9\", \"ce07a3a3-c8a5-4d01-9f85-13c7655e5760\", \"f80c3fc6-3933-4da3-8154-c0e31c89d46b\", \"26518c55-521f-451b-8999-866b5eb5c2d8\", \"5712f557-56fd-4674-b427-ec0f371fe358\", \"67422991-98bd-45f1-ad82-5d2344a162ff\", \"4fd77bc5-958d-40d1-9747-e555f96485c5\", \"8cb1829a-68b2-4ef4-a016-da4d594ed1ea\", \"65ade518-180d-4227-b2c1-d6a620be37b6\"], \"total_duration\": 36221.0, \"total_sessions\": 10, \"mean_week_duration\": 239.874}, \"88783\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-01-25 15:15:04.000000+00:00\", \"2021-07-17 20:29:09.000000+00:00\"], \"session_ids\": [\"35bfda81-b3b6-4491-8a5e-c04b810acf85\", \"d468db9f-9393-4939-ba91-ec5b5885978b\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 3.429}, \"22227\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-03-28 06:17:46.000000+00:00\", \"2020-03-28 10:42:34.000000+00:00\"], \"session_ids\": [\"4b651e2b-ddd9-41fe-b8e0-f80ad35e069d\", \"f57fc49b-6a23-4850-bc9d-0e66fbd18a56\"], \"total_duration\": 212.0, \"total_sessions\": 2, \"mean_week_duration\": 1.35}, \"97149\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-05-26 04:58:00.000000+00:00\", \"2023-05-15 05:38:26.000000+00:00\"], \"session_ids\": [\"995a9578-9141-4680-9133-e27007c0fda9\", \"3a09d317-a22f-4c94-baf4-7c64f83a839a\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 129.0}, \"84164\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-08-01 08:46:38.000000+00:00\", \"2020-01-12 10:56:30.000000+00:00\", \"2020-06-28 20:50:26.000000+00:00\", \"2019-01-09 18:52:34.000000+00:00\", \"2021-09-07 10:35:25.000000+00:00\", \"2022-10-01 13:30:37.000000+00:00\", \"2022-03-24 13:33:39.000000+00:00\", \"2021-02-11 15:43:55.000000+00:00\", \"2021-08-23 17:01:07.000000+00:00\", \"2020-07-07 21:17:16.000000+00:00\"], \"session_ids\": [\"ec241585-8ede-4ba4-8a1b-8a6740cec883\", \"cfc80918-387d-44bd-a745-32e2ddd017ae\", \"bbfa05fb-f58d-4604-b522-f2e892efd42f\", \"95f507d6-bfd5-41da-9745-93b465e989a4\", \"37e3c624-e4ea-420e-bd06-b11fc9a3ea4d\", \"bf9482b7-9c31-49ca-acc9-5473be869274\", \"8216b0ee-206f-4ff2-a5f0-78a0a74813ef\", \"cd89452b-5b82-430e-a87f-5c27ab1c8481\", \"370d3f12-f4ca-4eb7-accd-31aad3ef6e0e\", \"436069aa-d668-4e1e-953a-047dad88b1c2\"], \"total_duration\": 6198.0, \"total_sessions\": 10, \"mean_week_duration\": 31.785}, \"79157\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-09-12 02:25:33.000000+00:00\", \"2019-04-13 08:33:34.000000+00:00\", \"2023-06-22 13:17:04.000000+00:00\", \"2022-09-05 08:28:17.000000+00:00\", \"2020-01-17 22:41:11.000000+00:00\", \"2021-03-24 06:35:50.000000+00:00\", \"2020-06-09 02:16:15.000000+00:00\", \"2022-06-08 15:44:53.000000+00:00\", \"2021-06-17 18:55:03.000000+00:00\", \"2021-07-25 21:04:13.000000+00:00\", \"2020-12-22 13:03:23.000000+00:00\"], \"session_ids\": [\"c1b5d225-4ca4-4535-b4ef-36b0a6427b9a\", \"e80e02a7-6ce8-44d8-934a-ce5508d7b2d3\", \"45c4118e-a133-4dca-81fb-c526cbe982d9\", \"6dec005f-77de-4902-85cf-ce5389852b65\", \"76cda92f-6f75-44e4-a357-ced4026d5db4\", \"20ed6b17-b011-438b-b59c-67f0805b826c\", \"4bc1e523-a6d0-440e-80f8-c7937b876309\", \"78b9d0f8-acb0-4e38-a5cd-563be7655aa6\", \"88424d34-23db-42cc-aaba-0b0123c6ed91\", \"6aa37b9b-f1ce-4cae-b728-84d8132b12cd\", \"6d778069-af88-4347-88f5-3b369e8671fa\"], \"total_duration\": 15091.0, \"total_sessions\": 11, \"mean_week_duration\": 68.909}, \"67878\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-05-20 02:24:27.000000+00:00\", \"2021-01-02 05:00:04.000000+00:00\"], \"session_ids\": [\"33173f81-7d16-4ca1-beda-97e52600aff6\", \"278759e8-37ba-41de-9357-01ccb95671a6\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 2.4}, \"8312\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-04-19 00:46:27.000000+00:00\", \"2020-08-02 23:23:42.000000+00:00\", \"2022-01-13 20:24:50.000000+00:00\", \"2019-03-23 17:53:12.000000+00:00\", \"2022-08-11 01:35:38.000000+00:00\", \"2021-08-14 19:18:53.000000+00:00\", \"2020-10-28 07:11:46.000000+00:00\", \"2022-10-03 23:29:27.000000+00:00\", \"2022-05-03 16:27:21.000000+00:00\"], \"session_ids\": [\"6793415e-022e-40fd-ac65-67cc78de3b2f\", \"7e8db370-e89c-4cd2-ada8-20b4f9ffab12\", \"360011a4-1384-4f4a-af81-abe943fae31f\", \"175ebc62-7625-47e1-8ab7-cf7fb4738e3f\", \"41069277-ee04-4674-8f72-5a6916c15796\", \"0655cf67-4ea6-4612-9399-7197a3d455b2\", \"e656faae-7ebb-4faf-ac73-a6f57fb131bd\", \"886b3d85-ee3c-45f4-8fbb-de3348ae25fc\", \"56a0b201-ccd3-4591-a1c2-7e907aa65b27\"], \"total_duration\": 7028.0, \"total_sessions\": 9, \"mean_week_duration\": 37.989}, \"17645\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-07-21 06:45:23.000000+00:00\", \"2022-10-11 02:58:48.000000+00:00\"], \"session_ids\": [\"a78c8b04-ec13-46df-be88-a48a0d4fd593\", \"2e72cd39-4c4b-4159-9046-a133717ff21a\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 2.719}, \"64688\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-01-03 11:03:58.000000+00:00\", \"2021-05-14 23:26:02.000000+00:00\", \"2020-09-12 08:13:07.000000+00:00\", \"2019-08-14 11:01:39.000000+00:00\", \"2019-11-28 09:49:41.000000+00:00\", \"2020-02-22 13:03:46.000000+00:00\", \"2023-03-25 21:09:30.000000+00:00\", \"2022-01-15 15:02:00.000000+00:00\", \"2021-11-21 04:25:36.000000+00:00\"], \"session_ids\": [\"97d06a27-3335-4175-945f-4a9b8f18f951\", \"6834ebf9-4d11-4d61-924f-b8b00e029d2f\", \"1ce41526-ccc7-4b5c-ac98-8ed742294173\", \"e789950a-0e11-4ef0-b3d1-4017773c2512\", \"a5f9a957-13c5-4f5a-a523-d82ed8a8e61c\", \"fc5f4b39-3fe6-482a-8389-e7c3ab0d3461\", \"c7ae1d06-4944-4ed3-8ea7-3a322c302220\", \"0875a7d6-00ec-4925-811b-b1c192f1bbef\", \"1682712a-148b-4849-b157-32db259bd4c1\"], \"total_duration\": 5300.0, \"total_sessions\": 9, \"mean_week_duration\": 28.042}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the highest 3 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": true, \"quant_to_remain\": 3}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"3062\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Moscow\", \"datetimes\": [\"2019-02-22 11:27:37.000000+00:00\", \"2021-02-10 23:08:15.000000+00:00\", \"2021-08-21 18:38:24.000000+00:00\", \"2020-09-19 05:31:16.000000+00:00\", \"2020-12-05 02:41:00.000000+00:00\", \"2019-08-07 01:38:22.000000+00:00\", \"2022-01-13 10:09:20.000000+00:00\", \"2021-10-03 00:07:20.000000+00:00\", \"2021-08-25 09:48:34.000000+00:00\", \"2019-12-06 23:40:11.000000+00:00\"], \"session_ids\": [\"343d396d-34f1-4776-b1d1-d73b167280be\", \"0cfb3ab3-9e0a-440b-904d-5f706f44c2e9\", \"ce07a3a3-c8a5-4d01-9f85-13c7655e5760\", \"f80c3fc6-3933-4da3-8154-c0e31c89d46b\", \"26518c55-521f-451b-8999-866b5eb5c2d8\", \"5712f557-56fd-4674-b427-ec0f371fe358\", \"67422991-98bd-45f1-ad82-5d2344a162ff\", \"4fd77bc5-958d-40d1-9747-e555f96485c5\", \"8cb1829a-68b2-4ef4-a016-da4d594ed1ea\", \"65ade518-180d-4227-b2c1-d6a620be37b6\"], \"total_duration\": 36221.0, \"total_sessions\": 10, \"mean_week_duration\": 239.874}}, {\"79157\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-09-12 02:25:33.000000+00:00\", \"2019-04-13 08:33:34.000000+00:00\", \"2023-06-22 13:17:04.000000+00:00\", \"2022-09-05 08:28:17.000000+00:00\", \"2020-01-17 22:41:11.000000+00:00\", \"2021-03-24 06:35:50.000000+00:00\", \"2020-06-09 02:16:15.000000+00:00\", \"2022-06-08 15:44:53.000000+00:00\", \"2021-06-17 18:55:03.000000+00:00\", \"2021-07-25 21:04:13.000000+00:00\", \"2020-12-22 13:03:23.000000+00:00\"], \"session_ids\": [\"c1b5d225-4ca4-4535-b4ef-36b0a6427b9a\", \"e80e02a7-6ce8-44d8-934a-ce5508d7b2d3\", \"45c4118e-a133-4dca-81fb-c526cbe982d9\", \"6dec005f-77de-4902-85cf-ce5389852b65\", \"76cda92f-6f75-44e4-a357-ced4026d5db4\", \"20ed6b17-b011-438b-b59c-67f0805b826c\", \"4bc1e523-a6d0-440e-80f8-c7937b876309\", \"78b9d0f8-acb0-4e38-a5cd-563be7655aa6\", \"88424d34-23db-42cc-aaba-0b0123c6ed91\", \"6aa37b9b-f1ce-4cae-b728-84d8132b12cd\", \"6d778069-af88-4347-88f5-3b369e8671fa\"], \"total_duration\": 15091.0, \"total_sessions\": 11, \"mean_week_duration\": 68.909}}, {\"8312\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-04-19 00:46:27.000000+00:00\", \"2020-08-02 23:23:42.000000+00:00\", \"2022-01-13 20:24:50.000000+00:00\", \"2019-03-23 17:53:12.000000+00:00\", \"2022-08-11 01:35:38.000000+00:00\", \"2021-08-14 19:18:53.000000+00:00\", \"2020-10-28 07:11:46.000000+00:00\", \"2022-10-03 23:29:27.000000+00:00\", \"2022-05-03 16:27:21.000000+00:00\"], \"session_ids\": [\"6793415e-022e-40fd-ac65-67cc78de3b2f\", \"7e8db370-e89c-4cd2-ada8-20b4f9ffab12\", \"360011a4-1384-4f4a-af81-abe943fae31f\", \"175ebc62-7625-47e1-8ab7-cf7fb4738e3f\", \"41069277-ee04-4674-8f72-5a6916c15796\", \"0655cf67-4ea6-4612-9399-7197a3d455b2\", \"e656faae-7ebb-4faf-ac73-a6f57fb131bd\", \"886b3d85-ee3c-45f4-8fbb-de3348ae25fc\", \"56a0b201-ccd3-4591-a1c2-7e907aa65b27\"], \"total_duration\": 7028.0, \"total_sessions\": 9, \"mean_week_duration\": 37.989}}]\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[{\"8312\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-04-19 00:46:27.000000+00:00\", \"2020-08-02 23:23:42.000000+00:00\", \"2022-01-13 20:24:50.000000+00:00\", \"2019-03-23 17:53:12.000000+00:00\", \"2022-08-11 01:35:38.000000+00:00\", \"2021-08-14 19:18:53.000000+00:00\", \"2020-10-28 07:11:46.000000+00:00\", \"2022-10-03 23:29:27.000000+00:00\", \"2022-05-03 16:27:21.000000+00:00\"], \"session_ids\": [\"6793415e-022e-40fd-ac65-67cc78de3b2f\", \"7e8db370-e89c-4cd2-ada8-20b4f9ffab12\", \"360011a4-1384-4f4a-af81-abe943fae31f\", \"175ebc62-7625-47e1-8ab7-cf7fb4738e3f\", \"41069277-ee04-4674-8f72-5a6916c15796\", \"0655cf67-4ea6-4612-9399-7197a3d455b2\", \"e656faae-7ebb-4faf-ac73-a6f57fb131bd\", \"886b3d85-ee3c-45f4-8fbb-de3348ae25fc\", \"56a0b201-ccd3-4591-a1c2-7e907aa65b27\"], \"total_duration\": 7028.0, \"total_sessions\": 9, \"mean_week_duration\": 37.989}}, {\"79157\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-09-12 02:25:33.000000+00:00\", \"2019-04-13 08:33:34.000000+00:00\", \"2023-06-22 13:17:04.000000+00:00\", \"2022-09-05 08:28:17.000000+00:00\", \"2020-01-17 22:41:11.000000+00:00\", \"2021-03-24 06:35:50.000000+00:00\", \"2020-06-09 02:16:15.000000+00:00\", \"2022-06-08 15:44:53.000000+00:00\", \"2021-06-17 18:55:03.000000+00:00\", \"2021-07-25 21:04:13.000000+00:00\", \"2020-12-22 13:03:23.000000+00:00\"], \"session_ids\": [\"c1b5d225-4ca4-4535-b4ef-36b0a6427b9a\", \"e80e02a7-6ce8-44d8-934a-ce5508d7b2d3\", \"45c4118e-a133-4dca-81fb-c526cbe982d9\", \"6dec005f-77de-4902-85cf-ce5389852b65\", \"76cda92f-6f75-44e4-a357-ced4026d5db4\", \"20ed6b17-b011-438b-b59c-67f0805b826c\", \"4bc1e523-a6d0-440e-80f8-c7937b876309\", \"78b9d0f8-acb0-4e38-a5cd-563be7655aa6\", \"88424d34-23db-42cc-aaba-0b0123c6ed91\", \"6aa37b9b-f1ce-4cae-b728-84d8132b12cd\", \"6d778069-af88-4347-88f5-3b369e8671fa\"], \"total_duration\": 15091.0, \"total_sessions\": 11, \"mean_week_duration\": 68.909}}, {\"3062\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Moscow\", \"datetimes\": [\"2019-02-22 11:27:37.000000+00:00\", \"2021-02-10 23:08:15.000000+00:00\", \"2021-08-21 18:38:24.000000+00:00\", \"2020-09-19 05:31:16.000000+00:00\", \"2020-12-05 02:41:00.000000+00:00\", \"2019-08-07 01:38:22.000000+00:00\", \"2022-01-13 10:09:20.000000+00:00\", \"2021-10-03 00:07:20.000000+00:00\", \"2021-08-25 09:48:34.000000+00:00\", \"2019-12-06 23:40:11.000000+00:00\"], \"session_ids\": [\"343d396d-34f1-4776-b1d1-d73b167280be\", \"0cfb3ab3-9e0a-440b-904d-5f706f44c2e9\", \"ce07a3a3-c8a5-4d01-9f85-13c7655e5760\", \"f80c3fc6-3933-4da3-8154-c0e31c89d46b\", \"26518c55-521f-451b-8999-866b5eb5c2d8\", \"5712f557-56fd-4674-b427-ec0f371fe358\", \"67422991-98bd-45f1-ad82-5d2344a162ff\", \"4fd77bc5-958d-40d1-9747-e555f96485c5\", \"8cb1829a-68b2-4ef4-a016-da4d594ed1ea\", \"65ade518-180d-4227-b2c1-d6a620be37b6\"], \"total_duration\": 36221.0, \"total_sessions\": 10, \"mean_week_duration\": 239.874}}]\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[{\"8312\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-04-19 00:46:27.000000+00:00\", \"2020-08-02 23:23:42.000000+00:00\", \"2022-01-13 20:24:50.000000+00:00\", \"2019-03-23 17:53:12.000000+00:00\", \"2022-08-11 01:35:38.000000+00:00\", \"2021-08-14 19:18:53.000000+00:00\", \"2020-10-28 07:11:46.000000+00:00\", \"2022-10-03 23:29:27.000000+00:00\", \"2022-05-03 16:27:21.000000+00:00\"], \"session_ids\": [\"6793415e-022e-40fd-ac65-67cc78de3b2f\", \"7e8db370-e89c-4cd2-ada8-20b4f9ffab12\", \"360011a4-1384-4f4a-af81-abe943fae31f\", \"175ebc62-7625-47e1-8ab7-cf7fb4738e3f\", \"41069277-ee04-4674-8f72-5a6916c15796\", \"0655cf67-4ea6-4612-9399-7197a3d455b2\", \"e656faae-7ebb-4faf-ac73-a6f57fb131bd\", \"886b3d85-ee3c-45f4-8fbb-de3348ae25fc\", \"56a0b201-ccd3-4591-a1c2-7e907aa65b27\"], \"total_duration\": 7028.0, \"total_sessions\": 9, \"mean_week_duration\": 37.989}}, {\"79157\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-09-12 02:25:33.000000+00:00\", \"2019-04-13 08:33:34.000000+00:00\", \"2023-06-22 13:17:04.000000+00:00\", \"2022-09-05 08:28:17.000000+00:00\", \"2020-01-17 22:41:11.000000+00:00\", \"2021-03-24 06:35:50.000000+00:00\", \"2020-06-09 02:16:15.000000+00:00\", \"2022-06-08 15:44:53.000000+00:00\", \"2021-06-17 18:55:03.000000+00:00\", \"2021-07-25 21:04:13.000000+00:00\", \"2020-12-22 13:03:23.000000+00:00\"], \"session_ids\": [\"c1b5d225-4ca4-4535-b4ef-36b0a6427b9a\", \"e80e02a7-6ce8-44d8-934a-ce5508d7b2d3\", \"45c4118e-a133-4dca-81fb-c526cbe982d9\", \"6dec005f-77de-4902-85cf-ce5389852b65\", \"76cda92f-6f75-44e4-a357-ced4026d5db4\", \"20ed6b17-b011-438b-b59c-67f0805b826c\", \"4bc1e523-a6d0-440e-80f8-c7937b876309\", \"78b9d0f8-acb0-4e38-a5cd-563be7655aa6\", \"88424d34-23db-42cc-aaba-0b0123c6ed91\", \"6aa37b9b-f1ce-4cae-b728-84d8132b12cd\", \"6d778069-af88-4347-88f5-3b369e8671fa\"], \"total_duration\": 15091.0, \"total_sessions\": 11, \"mean_week_duration\": 68.909}}, {\"3062\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Moscow\", \"datetimes\": [\"2019-02-22 11:27:37.000000+00:00\", \"2021-02-10 23:08:15.000000+00:00\", \"2021-08-21 18:38:24.000000+00:00\", \"2020-09-19 05:31:16.000000+00:00\", \"2020-12-05 02:41:00.000000+00:00\", \"2019-08-07 01:38:22.000000+00:00\", \"2022-01-13 10:09:20.000000+00:00\", \"2021-10-03 00:07:20.000000+00:00\", \"2021-08-25 09:48:34.000000+00:00\", \"2019-12-06 23:40:11.000000+00:00\"], \"session_ids\": [\"343d396d-34f1-4776-b1d1-d73b167280be\", \"0cfb3ab3-9e0a-440b-904d-5f706f44c2e9\", \"ce07a3a3-c8a5-4d01-9f85-13c7655e5760\", \"f80c3fc6-3933-4da3-8154-c0e31c89d46b\", \"26518c55-521f-451b-8999-866b5eb5c2d8\", \"5712f557-56fd-4674-b427-ec0f371fe358\", \"67422991-98bd-45f1-ad82-5d2344a162ff\", \"4fd77bc5-958d-40d1-9747-e555f96485c5\", \"8cb1829a-68b2-4ef4-a016-da4d594ed1ea\", \"65ade518-180d-4227-b2c1-d6a620be37b6\"], \"total_duration\": 36221.0, \"total_sessions\": 10, \"mean_week_duration\": 239.874}}]\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[{\"8312\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-04-19 00:46:27.000000+00:00\", \"2020-08-02 23:23:42.000000+00:00\", \"2022-01-13 20:24:50.000000+00:00\", \"2019-03-23 17:53:12.000000+00:00\", \"2022-08-11 01:35:38.000000+00:00\", \"2021-08-14 19:18:53.000000+00:00\", \"2020-10-28 07:11:46.000000+00:00\", \"2022-10-03 23:29:27.000000+00:00\", \"2022-05-03 16:27:21.000000+00:00\"], \"session_ids\": [\"6793415e-022e-40fd-ac65-67cc78de3b2f\", \"7e8db370-e89c-4cd2-ada8-20b4f9ffab12\", \"360011a4-1384-4f4a-af81-abe943fae31f\", \"175ebc62-7625-47e1-8ab7-cf7fb4738e3f\", \"41069277-ee04-4674-8f72-5a6916c15796\", \"0655cf67-4ea6-4612-9399-7197a3d455b2\", \"e656faae-7ebb-4faf-ac73-a6f57fb131bd\", \"886b3d85-ee3c-45f4-8fbb-de3348ae25fc\", \"56a0b201-ccd3-4591-a1c2-7e907aa65b27\"], \"total_duration\": 7028.0, \"total_sessions\": 9, \"mean_week_duration\": 37.989}}, {\"79157\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-09-12 02:25:33.000000+00:00\", \"2019-04-13 08:33:34.000000+00:00\", \"2023-06-22 13:17:04.000000+00:00\", \"2022-09-05 08:28:17.000000+00:00\", \"2020-01-17 22:41:11.000000+00:00\", \"2021-03-24 06:35:50.000000+00:00\", \"2020-06-09 02:16:15.000000+00:00\", \"2022-06-08 15:44:53.000000+00:00\", \"2021-06-17 18:55:03.000000+00:00\", \"2021-07-25 21:04:13.000000+00:00\", \"2020-12-22 13:03:23.000000+00:00\"], \"session_ids\": [\"c1b5d225-4ca4-4535-b4ef-36b0a6427b9a\", \"e80e02a7-6ce8-44d8-934a-ce5508d7b2d3\", \"45c4118e-a133-4dca-81fb-c526cbe982d9\", \"6dec005f-77de-4902-85cf-ce5389852b65\", \"76cda92f-6f75-44e4-a357-ced4026d5db4\", \"20ed6b17-b011-438b-b59c-67f0805b826c\", \"4bc1e523-a6d0-440e-80f8-c7937b876309\", \"78b9d0f8-acb0-4e38-a5cd-563be7655aa6\", \"88424d34-23db-42cc-aaba-0b0123c6ed91\", \"6aa37b9b-f1ce-4cae-b728-84d8132b12cd\", \"6d778069-af88-4347-88f5-3b369e8671fa\"], \"total_duration\": 15091.0, \"total_sessions\": 11, \"mean_week_duration\": 68.909}}, {\"3062\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Moscow\", \"datetimes\": [\"2019-02-22 11:27:37.000000+00:00\", \"2021-02-10 23:08:15.000000+00:00\", \"2021-08-21 18:38:24.000000+00:00\", \"2020-09-19 05:31:16.000000+00:00\", \"2020-12-05 02:41:00.000000+00:00\", \"2019-08-07 01:38:22.000000+00:00\", \"2022-01-13 10:09:20.000000+00:00\", \"2021-10-03 00:07:20.000000+00:00\", \"2021-08-25 09:48:34.000000+00:00\", \"2019-12-06 23:40:11.000000+00:00\"], \"session_ids\": [\"343d396d-34f1-4776-b1d1-d73b167280be\", \"0cfb3ab3-9e0a-440b-904d-5f706f44c2e9\", \"ce07a3a3-c8a5-4d01-9f85-13c7655e5760\", \"f80c3fc6-3933-4da3-8154-c0e31c89d46b\", \"26518c55-521f-451b-8999-866b5eb5c2d8\", \"5712f557-56fd-4674-b427-ec0f371fe358\", \"67422991-98bd-45f1-ad82-5d2344a162ff\", \"4fd77bc5-958d-40d1-9747-e555f96485c5\", \"8cb1829a-68b2-4ef4-a016-da4d594ed1ea\", \"65ade518-180d-4227-b2c1-d6a620be37b6\"], \"total_duration\": 36221.0, \"total_sessions\": 10, \"mean_week_duration\": 239.874}}]\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 7 users with a time in app that is above 3886 and below 702, exclusive 3886 plus execute sorting by total duration form the highest value to the lowest value + remain 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{\"30509\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-09-24 00:33:31.000000+00:00\", \"2019-03-25 14:12:52.000000+00:00\"], \"session_ids\": [\"0ec4e53f-69b7-46ae-8b39-cf42d6d9f12b\", \"93adb38f-6177-4fdd-b150-86077d827b02\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.279}, \"52099\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-12-11 10:26:56.000000+00:00\", \"2021-07-22 16:07:40.000000+00:00\", \"2020-08-15 18:23:17.000000+00:00\"], \"session_ids\": [\"00b222a0-b8f3-461c-88d6-3afbc209c554\", \"5c7ab627-5bd4-4660-8f2e-eb8ed5e407b7\", \"2cb2166b-42e0-4f2f-a0f4-8455b37783fb\"], \"total_duration\": 250.0, \"total_sessions\": 3, \"mean_week_duration\": 2.941}, \"7041\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-09-12 13:00:12.000000+00:00\", \"2023-06-20 16:14:54.000000+00:00\"], \"session_ids\": [\"85146f5b-3eef-4812-b5e3-e4e6c723eb21\", \"a870080a-d6bb-4f2b-a342-42701618ca53\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 0.71}, \"64038\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-02-11 04:50:18.000000+00:00\", \"2019-07-23 22:21:06.000000+00:00\", \"2020-05-03 19:32:28.000000+00:00\"], \"session_ids\": [\"65513780-6b10-407a-b55b-df38c3e21f2e\", \"a917853a-ceba-495f-9c70-02c9bd955183\", \"b6374792-26eb-4ccb-9815-edce9663ea38\"], \"total_duration\": 1103.0, \"total_sessions\": 3, \"mean_week_duration\": 8.231}, \"52986\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-02-12 01:22:52.000000+00:00\", \"2019-04-20 07:26:27.000000+00:00\"], \"session_ids\": [\"3586e89a-0501-4bfa-8d68-c17084942e54\", \"943fa6ae-6b94-4000-99ac-380945653f22\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.196}, \"90464\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-09-15 04:27:39.000000+00:00\", \"2019-05-12 09:06:22.000000+00:00\", \"2019-03-19 11:07:33.000000+00:00\", \"2022-01-08 23:29:23.000000+00:00\", \"2022-06-17 20:45:58.000000+00:00\", \"2020-04-16 15:11:05.000000+00:00\", \"2023-03-02 00:59:55.000000+00:00\"], \"session_ids\": [\"96a39626-932a-49f9-84cc-a6afb4c19a99\", \"f3c69336-c6a0-4ee9-b64f-71e82a7e9fa2\", \"2f34ea2c-d8e6-434a-b7ef-797abadc7829\", \"8f748ec1-9b36-4c08-832a-946207c8f4b9\", \"4f6286f8-3f9f-4719-9580-13875983acf0\", \"ba7eecd1-6a58-4f0a-85cb-7da2b9e419dc\", \"37ce4efe-88ad-4813-992f-af5dd93b91e8\"], \"total_duration\": 3820.0, \"total_sessions\": 7, \"mean_week_duration\": 18.454}, \"92439\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-11-05 12:34:09.000000+00:00\", \"2023-05-02 10:12:10.000000+00:00\"], \"session_ids\": [\"3c211ec7-1618-4aad-ada4-c69ab97f9c9f\", \"f90516bb-e72a-4f7b-bac4-14b095fda5aa\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.577}, \"70474\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-18 07:07:36.000000+00:00\", \"2022-11-26 15:07:30.000000+00:00\"], \"session_ids\": [\"7d4c9a1c-3299-4f07-8208-b3c2c7d1a7b5\", \"22d103c9-21b5-4ce3-b36c-d5e0ca2c08db\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.261}, \"48917\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-11-10 12:55:35.000000+00:00\", \"2019-02-21 00:23:31.000000+00:00\", \"2022-01-13 21:04:03.000000+00:00\"], \"session_ids\": [\"b12e8aaf-7751-45c1-8afc-fe2dafa1297f\", \"7c007ca9-1e4e-4ca3-a257-c27821ea0398\", \"e79d3ac3-d193-4dc7-8df5-f50363da652e\"], \"total_duration\": 56.0, \"total_sessions\": 3, \"mean_week_duration\": 0.371}, \"32866\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-08-05 00:08:52.000000+00:00\", \"2023-05-31 11:04:01.000000+00:00\"], \"session_ids\": [\"11a5af6c-6a20-4929-b736-91d4b3454489\", \"89c22d43-9549-4fbf-a423-25f29bf7c5ec\"], \"total_duration\": 222.0, \"total_sessions\": 2, \"mean_week_duration\": 1.51}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or less than 702 and are greater than 3886"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_duration\": [[702, 3886]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"30509\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-09-24 00:33:31.000000+00:00\", \"2019-03-25 14:12:52.000000+00:00\"], \"session_ids\": [\"0ec4e53f-69b7-46ae-8b39-cf42d6d9f12b\", \"93adb38f-6177-4fdd-b150-86077d827b02\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.279}, \"52099\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-12-11 10:26:56.000000+00:00\", \"2021-07-22 16:07:40.000000+00:00\", \"2020-08-15 18:23:17.000000+00:00\"], \"session_ids\": [\"00b222a0-b8f3-461c-88d6-3afbc209c554\", \"5c7ab627-5bd4-4660-8f2e-eb8ed5e407b7\", \"2cb2166b-42e0-4f2f-a0f4-8455b37783fb\"], \"total_duration\": 250.0, \"total_sessions\": 3, \"mean_week_duration\": 2.941}, \"7041\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-09-12 13:00:12.000000+00:00\", \"2023-06-20 16:14:54.000000+00:00\"], \"session_ids\": [\"85146f5b-3eef-4812-b5e3-e4e6c723eb21\", \"a870080a-d6bb-4f2b-a342-42701618ca53\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 0.71}, \"52986\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-02-12 01:22:52.000000+00:00\", \"2019-04-20 07:26:27.000000+00:00\"], \"session_ids\": [\"3586e89a-0501-4bfa-8d68-c17084942e54\", \"943fa6ae-6b94-4000-99ac-380945653f22\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.196}, \"92439\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-11-05 12:34:09.000000+00:00\", \"2023-05-02 10:12:10.000000+00:00\"], \"session_ids\": [\"3c211ec7-1618-4aad-ada4-c69ab97f9c9f\", \"f90516bb-e72a-4f7b-bac4-14b095fda5aa\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.577}, \"70474\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-18 07:07:36.000000+00:00\", \"2022-11-26 15:07:30.000000+00:00\"], \"session_ids\": [\"7d4c9a1c-3299-4f07-8208-b3c2c7d1a7b5\", \"22d103c9-21b5-4ce3-b36c-d5e0ca2c08db\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.261}, \"48917\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-11-10 12:55:35.000000+00:00\", \"2019-02-21 00:23:31.000000+00:00\", \"2022-01-13 21:04:03.000000+00:00\"], \"session_ids\": [\"b12e8aaf-7751-45c1-8afc-fe2dafa1297f\", \"7c007ca9-1e4e-4ca3-a257-c27821ea0398\", \"e79d3ac3-d193-4dc7-8df5-f50363da652e\"], \"total_duration\": 56.0, \"total_sessions\": 3, \"mean_week_duration\": 0.371}, \"32866\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-08-05 00:08:52.000000+00:00\", \"2023-05-31 11:04:01.000000+00:00\"], \"session_ids\": [\"11a5af6c-6a20-4929-b736-91d4b3454489\", \"89c22d43-9549-4fbf-a423-25f29bf7c5ec\"], \"total_duration\": 222.0, \"total_sessions\": 2, \"mean_week_duration\": 1.51}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"52099\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-12-11 10:26:56.000000+00:00\", \"2021-07-22 16:07:40.000000+00:00\", \"2020-08-15 18:23:17.000000+00:00\"], \"session_ids\": [\"00b222a0-b8f3-461c-88d6-3afbc209c554\", \"5c7ab627-5bd4-4660-8f2e-eb8ed5e407b7\", \"2cb2166b-42e0-4f2f-a0f4-8455b37783fb\"], \"total_duration\": 250.0, \"total_sessions\": 3, \"mean_week_duration\": 2.941}}, {\"32866\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-08-05 00:08:52.000000+00:00\", \"2023-05-31 11:04:01.000000+00:00\"], \"session_ids\": [\"11a5af6c-6a20-4929-b736-91d4b3454489\", \"89c22d43-9549-4fbf-a423-25f29bf7c5ec\"], \"total_duration\": 222.0, \"total_sessions\": 2, \"mean_week_duration\": 1.51}}, {\"7041\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-09-12 13:00:12.000000+00:00\", \"2023-06-20 16:14:54.000000+00:00\"], \"session_ids\": [\"85146f5b-3eef-4812-b5e3-e4e6c723eb21\", \"a870080a-d6bb-4f2b-a342-42701618ca53\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 0.71}}, {\"48917\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-11-10 12:55:35.000000+00:00\", \"2019-02-21 00:23:31.000000+00:00\", \"2022-01-13 21:04:03.000000+00:00\"], \"session_ids\": [\"b12e8aaf-7751-45c1-8afc-fe2dafa1297f\", \"7c007ca9-1e4e-4ca3-a257-c27821ea0398\", \"e79d3ac3-d193-4dc7-8df5-f50363da652e\"], \"total_duration\": 56.0, \"total_sessions\": 3, \"mean_week_duration\": 0.371}}, {\"30509\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-09-24 00:33:31.000000+00:00\", \"2019-03-25 14:12:52.000000+00:00\"], \"session_ids\": [\"0ec4e53f-69b7-46ae-8b39-cf42d6d9f12b\", \"93adb38f-6177-4fdd-b150-86077d827b02\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.279}}, {\"70474\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-18 07:07:36.000000+00:00\", \"2022-11-26 15:07:30.000000+00:00\"], \"session_ids\": [\"7d4c9a1c-3299-4f07-8208-b3c2c7d1a7b5\", \"22d103c9-21b5-4ce3-b36c-d5e0ca2c08db\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.261}}, {\"52986\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-02-12 01:22:52.000000+00:00\", \"2019-04-20 07:26:27.000000+00:00\"], \"session_ids\": [\"3586e89a-0501-4bfa-8d68-c17084942e54\", \"943fa6ae-6b94-4000-99ac-380945653f22\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.196}}, {\"92439\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-11-05 12:34:09.000000+00:00\", \"2023-05-02 10:12:10.000000+00:00\"], \"session_ids\": [\"3c211ec7-1618-4aad-ada4-c69ab97f9c9f\", \"f90516bb-e72a-4f7b-bac4-14b095fda5aa\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.577}}]\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[{\"52099\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-12-11 10:26:56.000000+00:00\", \"2021-07-22 16:07:40.000000+00:00\", \"2020-08-15 18:23:17.000000+00:00\"], \"session_ids\": [\"00b222a0-b8f3-461c-88d6-3afbc209c554\", \"5c7ab627-5bd4-4660-8f2e-eb8ed5e407b7\", \"2cb2166b-42e0-4f2f-a0f4-8455b37783fb\"], \"total_duration\": 250.0, \"total_sessions\": 3, \"mean_week_duration\": 2.941}}, {\"32866\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-08-05 00:08:52.000000+00:00\", \"2023-05-31 11:04:01.000000+00:00\"], \"session_ids\": [\"11a5af6c-6a20-4929-b736-91d4b3454489\", \"89c22d43-9549-4fbf-a423-25f29bf7c5ec\"], \"total_duration\": 222.0, \"total_sessions\": 2, \"mean_week_duration\": 1.51}}, {\"7041\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-09-12 13:00:12.000000+00:00\", \"2023-06-20 16:14:54.000000+00:00\"], \"session_ids\": [\"85146f5b-3eef-4812-b5e3-e4e6c723eb21\", \"a870080a-d6bb-4f2b-a342-42701618ca53\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 0.71}}]\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[{\"52099\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-12-11 10:26:56.000000+00:00\", \"2021-07-22 16:07:40.000000+00:00\", \"2020-08-15 18:23:17.000000+00:00\"], \"session_ids\": [\"00b222a0-b8f3-461c-88d6-3afbc209c554\", \"5c7ab627-5bd4-4660-8f2e-eb8ed5e407b7\", \"2cb2166b-42e0-4f2f-a0f4-8455b37783fb\"], \"total_duration\": 250.0, \"total_sessions\": 3, \"mean_week_duration\": 2.941}}, {\"32866\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-08-05 00:08:52.000000+00:00\", \"2023-05-31 11:04:01.000000+00:00\"], \"session_ids\": [\"11a5af6c-6a20-4929-b736-91d4b3454489\", \"89c22d43-9549-4fbf-a423-25f29bf7c5ec\"], \"total_duration\": 222.0, \"total_sessions\": 2, \"mean_week_duration\": 1.51}}, {\"7041\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-09-12 13:00:12.000000+00:00\", \"2023-06-20 16:14:54.000000+00:00\"], \"session_ids\": [\"85146f5b-3eef-4812-b5e3-e4e6c723eb21\", \"a870080a-d6bb-4f2b-a342-42701618ca53\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 0.71}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me an information about users who have the greatest number of sessions + apply sorting by city name descendingly , moreover provide me only with 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"98464\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-03-01 21:49:25.000000+00:00\", \"2019-09-28 06:57:17.000000+00:00\"], \"session_ids\": [\"7aa3ee20-a3c3-437e-acc2-40a0d96d9bbe\", \"516aaccc-4d0d-490e-a84d-f3d3bcb43b1f\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 0.844}, \"85190\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-01-11 18:56:02.000000+00:00\", \"2020-06-18 14:20:12.000000+00:00\", \"2021-10-12 14:55:19.000000+00:00\", \"2023-03-16 13:20:30.000000+00:00\", \"2019-08-11 05:34:28.000000+00:00\"], \"session_ids\": [\"0b2e0c65-e83e-4d04-b82a-64c14ccad489\", \"66025a0b-a40d-405d-96be-49abec3dd2ac\", \"ec3744dc-1a69-42b1-9b0c-70dfb873abd6\", \"6dd78e84-25a6-4f57-b0ba-4b2d48cb3366\", \"facc2c05-3596-45b8-b456-c12a878f869e\"], \"total_duration\": 1703.0, \"total_sessions\": 5, \"mean_week_duration\": 9.059}, \"5723\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-03-20 04:26:06.000000+00:00\", \"2020-04-12 21:25:02.000000+00:00\", \"2022-07-31 15:50:26.000000+00:00\"], \"session_ids\": [\"ddd7f60a-e3ed-4294-9d56-a2eda45e02d6\", \"8118533e-a469-4f7d-9214-73d253a61b9b\", \"e5f0f6d0-1770-4f77-8a5d-8382d05f2e3a\"], \"total_duration\": 48.0, \"total_sessions\": 3, \"mean_week_duration\": 0.4}, \"71647\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-07-14 10:30:33.000000+00:00\", \"2021-06-05 22:00:02.000000+00:00\"], \"session_ids\": [\"e7e64cd4-6a44-4808-8da8-305f01bb89cc\", \"c94ac9fe-a3f6-4340-9ad6-a3c5dec63a90\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 1.845}, \"35822\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-06-08 07:52:24.000000+00:00\", \"2019-12-21 21:08:53.000000+00:00\", \"2021-01-16 08:15:26.000000+00:00\", \"2020-09-02 22:04:52.000000+00:00\"], \"session_ids\": [\"ca6a0257-0b22-4b59-9d4b-c82209f33f77\", \"e63924a8-ff98-446d-b48e-b652f5f8da9c\", \"73b74490-5d41-4e5d-bb59-427c46372d99\", \"3db5204f-0b84-4434-a318-217b0d3f531f\"], \"total_duration\": 390.0, \"total_sessions\": 4, \"mean_week_duration\": 4.643}, \"26697\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-12-16 08:57:39.000000+00:00\", \"2022-03-14 21:08:51.000000+00:00\", \"2023-04-29 07:18:12.000000+00:00\", \"2021-12-26 21:49:03.000000+00:00\", \"2023-06-11 23:25:11.000000+00:00\", \"2019-04-30 06:57:41.000000+00:00\"], \"session_ids\": [\"606b597c-6eae-4d21-9e2e-8108d092ef9b\", \"35653315-f8ac-4ed2-a3be-96dfa2fa5b95\", \"d5385009-0cab-4fbe-9b5e-5abfdaa0cef8\", \"3af37b7a-4a2c-44ac-b907-39afce00cf17\", \"1112ab87-360d-4843-bb62-e2808467a26b\", \"4eb2d585-0573-4426-9ed2-0c00cb3fa900\"], \"total_duration\": 3013.0, \"total_sessions\": 6, \"mean_week_duration\": 14.014}, \"83501\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-27 18:25:45.000000+00:00\", \"2020-11-05 05:17:32.000000+00:00\"], \"session_ids\": [\"7cec5186-66cc-4ebe-b6ba-848e592e7577\", \"745721cb-dc7a-4740-b41d-bcd9c3ae52c9\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 1.406}, \"1646\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Prague\", \"datetimes\": [\"2023-05-26 16:46:09.000000+00:00\", \"2021-04-24 15:08:24.000000+00:00\"], \"session_ids\": [\"f105bc17-bdb8-4c33-a0cb-002dc9914489\", \"636ced55-babb-473d-8639-8ee781926941\"], \"total_duration\": 148.0, \"total_sessions\": 2, \"mean_week_duration\": 1.358}, \"38119\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-03-11 12:05:30.000000+00:00\", \"2022-07-26 23:55:40.000000+00:00\", \"2020-11-20 12:43:56.000000+00:00\", \"2020-02-03 01:53:05.000000+00:00\", \"2020-10-02 22:43:13.000000+00:00\", \"2022-04-08 10:34:40.000000+00:00\"], \"session_ids\": [\"e8967c3d-b775-4dab-a72b-c46af247ffb0\", \"71af6c2e-d3ba-4217-ac59-e47c78f5c23f\", \"d82c282b-f059-4c3e-8025-2ca2ef42c182\", \"f982912b-ffc5-4a47-ba8a-70f077849cc1\", \"c96ed7a8-6d02-41c1-9379-5dbd4310651c\", \"f392504f-75ff-43ab-95c0-73d3d3703ca5\"], \"total_duration\": 1642.0, \"total_sessions\": 6, \"mean_week_duration\": 12.631}, \"12151\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-01-05 18:14:03.000000+00:00\", \"2020-11-17 17:39:13.000000+00:00\"], \"session_ids\": [\"63e9e803-6bb3-4111-a82e-1b3fb5edc5f4\", \"079b2705-6d86-41e4-b3b0-24044145af85\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 6.857}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the highest total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": true, \"quant_to_remain\": -1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"26697\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-12-16 08:57:39.000000+00:00\", \"2022-03-14 21:08:51.000000+00:00\", \"2023-04-29 07:18:12.000000+00:00\", \"2021-12-26 21:49:03.000000+00:00\", \"2023-06-11 23:25:11.000000+00:00\", \"2019-04-30 06:57:41.000000+00:00\"], \"session_ids\": [\"606b597c-6eae-4d21-9e2e-8108d092ef9b\", \"35653315-f8ac-4ed2-a3be-96dfa2fa5b95\", \"d5385009-0cab-4fbe-9b5e-5abfdaa0cef8\", \"3af37b7a-4a2c-44ac-b907-39afce00cf17\", \"1112ab87-360d-4843-bb62-e2808467a26b\", \"4eb2d585-0573-4426-9ed2-0c00cb3fa900\"], \"total_duration\": 3013.0, \"total_sessions\": 6, \"mean_week_duration\": 14.014}}, {\"38119\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-03-11 12:05:30.000000+00:00\", \"2022-07-26 23:55:40.000000+00:00\", \"2020-11-20 12:43:56.000000+00:00\", \"2020-02-03 01:53:05.000000+00:00\", \"2020-10-02 22:43:13.000000+00:00\", \"2022-04-08 10:34:40.000000+00:00\"], \"session_ids\": [\"e8967c3d-b775-4dab-a72b-c46af247ffb0\", \"71af6c2e-d3ba-4217-ac59-e47c78f5c23f\", \"d82c282b-f059-4c3e-8025-2ca2ef42c182\", \"f982912b-ffc5-4a47-ba8a-70f077849cc1\", \"c96ed7a8-6d02-41c1-9379-5dbd4310651c\", \"f392504f-75ff-43ab-95c0-73d3d3703ca5\"], \"total_duration\": 1642.0, \"total_sessions\": 6, \"mean_week_duration\": 12.631}}, {\"85190\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-01-11 18:56:02.000000+00:00\", \"2020-06-18 14:20:12.000000+00:00\", \"2021-10-12 14:55:19.000000+00:00\", \"2023-03-16 13:20:30.000000+00:00\", \"2019-08-11 05:34:28.000000+00:00\"], \"session_ids\": [\"0b2e0c65-e83e-4d04-b82a-64c14ccad489\", \"66025a0b-a40d-405d-96be-49abec3dd2ac\", \"ec3744dc-1a69-42b1-9b0c-70dfb873abd6\", \"6dd78e84-25a6-4f57-b0ba-4b2d48cb3366\", \"facc2c05-3596-45b8-b456-c12a878f869e\"], \"total_duration\": 1703.0, \"total_sessions\": 5, \"mean_week_duration\": 9.059}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"26697\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-12-16 08:57:39.000000+00:00\", \"2022-03-14 21:08:51.000000+00:00\", \"2023-04-29 07:18:12.000000+00:00\", \"2021-12-26 21:49:03.000000+00:00\", \"2023-06-11 23:25:11.000000+00:00\", \"2019-04-30 06:57:41.000000+00:00\"], \"session_ids\": [\"606b597c-6eae-4d21-9e2e-8108d092ef9b\", \"35653315-f8ac-4ed2-a3be-96dfa2fa5b95\", \"d5385009-0cab-4fbe-9b5e-5abfdaa0cef8\", \"3af37b7a-4a2c-44ac-b907-39afce00cf17\", \"1112ab87-360d-4843-bb62-e2808467a26b\", \"4eb2d585-0573-4426-9ed2-0c00cb3fa900\"], \"total_duration\": 3013.0, \"total_sessions\": 6, \"mean_week_duration\": 14.014}}, {\"38119\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-03-11 12:05:30.000000+00:00\", \"2022-07-26 23:55:40.000000+00:00\", \"2020-11-20 12:43:56.000000+00:00\", \"2020-02-03 01:53:05.000000+00:00\", \"2020-10-02 22:43:13.000000+00:00\", \"2022-04-08 10:34:40.000000+00:00\"], \"session_ids\": [\"e8967c3d-b775-4dab-a72b-c46af247ffb0\", \"71af6c2e-d3ba-4217-ac59-e47c78f5c23f\", \"d82c282b-f059-4c3e-8025-2ca2ef42c182\", \"f982912b-ffc5-4a47-ba8a-70f077849cc1\", \"c96ed7a8-6d02-41c1-9379-5dbd4310651c\", \"f392504f-75ff-43ab-95c0-73d3d3703ca5\"], \"total_duration\": 1642.0, \"total_sessions\": 6, \"mean_week_duration\": 12.631}}, {\"85190\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-01-11 18:56:02.000000+00:00\", \"2020-06-18 14:20:12.000000+00:00\", \"2021-10-12 14:55:19.000000+00:00\", \"2023-03-16 13:20:30.000000+00:00\", \"2019-08-11 05:34:28.000000+00:00\"], \"session_ids\": [\"0b2e0c65-e83e-4d04-b82a-64c14ccad489\", \"66025a0b-a40d-405d-96be-49abec3dd2ac\", \"ec3744dc-1a69-42b1-9b0c-70dfb873abd6\", \"6dd78e84-25a6-4f57-b0ba-4b2d48cb3366\", \"facc2c05-3596-45b8-b456-c12a878f869e\"], \"total_duration\": 1703.0, \"total_sessions\": 5, \"mean_week_duration\": 9.059}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 4 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"26697\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-12-16 08:57:39.000000+00:00\", \"2022-03-14 21:08:51.000000+00:00\", \"2023-04-29 07:18:12.000000+00:00\", \"2021-12-26 21:49:03.000000+00:00\", \"2023-06-11 23:25:11.000000+00:00\", \"2019-04-30 06:57:41.000000+00:00\"], \"session_ids\": [\"606b597c-6eae-4d21-9e2e-8108d092ef9b\", \"35653315-f8ac-4ed2-a3be-96dfa2fa5b95\", \"d5385009-0cab-4fbe-9b5e-5abfdaa0cef8\", \"3af37b7a-4a2c-44ac-b907-39afce00cf17\", \"1112ab87-360d-4843-bb62-e2808467a26b\", \"4eb2d585-0573-4426-9ed2-0c00cb3fa900\"], \"total_duration\": 3013.0, \"total_sessions\": 6, \"mean_week_duration\": 14.014}}, {\"38119\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-03-11 12:05:30.000000+00:00\", \"2022-07-26 23:55:40.000000+00:00\", \"2020-11-20 12:43:56.000000+00:00\", \"2020-02-03 01:53:05.000000+00:00\", \"2020-10-02 22:43:13.000000+00:00\", \"2022-04-08 10:34:40.000000+00:00\"], \"session_ids\": [\"e8967c3d-b775-4dab-a72b-c46af247ffb0\", \"71af6c2e-d3ba-4217-ac59-e47c78f5c23f\", \"d82c282b-f059-4c3e-8025-2ca2ef42c182\", \"f982912b-ffc5-4a47-ba8a-70f077849cc1\", \"c96ed7a8-6d02-41c1-9379-5dbd4310651c\", \"f392504f-75ff-43ab-95c0-73d3d3703ca5\"], \"total_duration\": 1642.0, \"total_sessions\": 6, \"mean_week_duration\": 12.631}}, {\"85190\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-01-11 18:56:02.000000+00:00\", \"2020-06-18 14:20:12.000000+00:00\", \"2021-10-12 14:55:19.000000+00:00\", \"2023-03-16 13:20:30.000000+00:00\", \"2019-08-11 05:34:28.000000+00:00\"], \"session_ids\": [\"0b2e0c65-e83e-4d04-b82a-64c14ccad489\", \"66025a0b-a40d-405d-96be-49abec3dd2ac\", \"ec3744dc-1a69-42b1-9b0c-70dfb873abd6\", \"6dd78e84-25a6-4f57-b0ba-4b2d48cb3366\", \"facc2c05-3596-45b8-b456-c12a878f869e\"], \"total_duration\": 1703.0, \"total_sessions\": 5, \"mean_week_duration\": 9.059}}]\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[{\"26697\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-12-16 08:57:39.000000+00:00\", \"2022-03-14 21:08:51.000000+00:00\", \"2023-04-29 07:18:12.000000+00:00\", \"2021-12-26 21:49:03.000000+00:00\", \"2023-06-11 23:25:11.000000+00:00\", \"2019-04-30 06:57:41.000000+00:00\"], \"session_ids\": [\"606b597c-6eae-4d21-9e2e-8108d092ef9b\", \"35653315-f8ac-4ed2-a3be-96dfa2fa5b95\", \"d5385009-0cab-4fbe-9b5e-5abfdaa0cef8\", \"3af37b7a-4a2c-44ac-b907-39afce00cf17\", \"1112ab87-360d-4843-bb62-e2808467a26b\", \"4eb2d585-0573-4426-9ed2-0c00cb3fa900\"], \"total_duration\": 3013.0, \"total_sessions\": 6, \"mean_week_duration\": 14.014}}, {\"38119\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-03-11 12:05:30.000000+00:00\", \"2022-07-26 23:55:40.000000+00:00\", \"2020-11-20 12:43:56.000000+00:00\", \"2020-02-03 01:53:05.000000+00:00\", \"2020-10-02 22:43:13.000000+00:00\", \"2022-04-08 10:34:40.000000+00:00\"], \"session_ids\": [\"e8967c3d-b775-4dab-a72b-c46af247ffb0\", \"71af6c2e-d3ba-4217-ac59-e47c78f5c23f\", \"d82c282b-f059-4c3e-8025-2ca2ef42c182\", \"f982912b-ffc5-4a47-ba8a-70f077849cc1\", \"c96ed7a8-6d02-41c1-9379-5dbd4310651c\", \"f392504f-75ff-43ab-95c0-73d3d3703ca5\"], \"total_duration\": 1642.0, \"total_sessions\": 6, \"mean_week_duration\": 12.631}}, {\"85190\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-01-11 18:56:02.000000+00:00\", \"2020-06-18 14:20:12.000000+00:00\", \"2021-10-12 14:55:19.000000+00:00\", \"2023-03-16 13:20:30.000000+00:00\", \"2019-08-11 05:34:28.000000+00:00\"], \"session_ids\": [\"0b2e0c65-e83e-4d04-b82a-64c14ccad489\", \"66025a0b-a40d-405d-96be-49abec3dd2ac\", \"ec3744dc-1a69-42b1-9b0c-70dfb873abd6\", \"6dd78e84-25a6-4f57-b0ba-4b2d48cb3366\", \"facc2c05-3596-45b8-b456-c12a878f869e\"], \"total_duration\": 1703.0, \"total_sessions\": 5, \"mean_week_duration\": 9.059}}]\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 7 users who have the largest value of sum of duration and carry out sorting by duration of sessions per week asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"65925\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-03 22:01:04.000000+00:00\", \"2021-02-12 17:21:20.000000+00:00\"], \"session_ids\": [\"4582efd7-36a2-46bb-86c3-2e14811dc473\", \"81973529-d906-4eca-b7f4-421e5d686813\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 4.012}, \"76846\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-20 00:59:14.000000+00:00\", \"2019-10-09 16:59:23.000000+00:00\", \"2022-05-26 16:24:06.000000+00:00\", \"2023-06-11 06:32:23.000000+00:00\"], \"session_ids\": [\"d7078647-02c8-4b38-b6de-db25ccec3979\", \"e9504ad8-1b2b-46fd-ad53-1746f510d9f4\", \"3ad38c7e-cdfb-4647-a68b-b87361328b1a\", \"b78d0d79-8484-412e-887e-0c2e8ede3c76\"], \"total_duration\": 42.0, \"total_sessions\": 4, \"mean_week_duration\": 0.219}, \"94690\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-10-04 14:28:29.000000+00:00\", \"2019-10-10 18:43:11.000000+00:00\"], \"session_ids\": [\"aab92ed8-b333-4bd5-94cd-a8ee109574da\", \"bc5958b1-1627-473a-8c30-f609722088bb\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.115}, \"15515\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-08-24 07:35:03.000000+00:00\", \"2022-04-14 08:03:22.000000+00:00\", \"2022-01-09 12:31:53.000000+00:00\", \"2019-06-24 07:12:44.000000+00:00\", \"2019-11-27 10:40:18.000000+00:00\", \"2019-01-29 01:04:03.000000+00:00\", \"2019-12-14 18:01:50.000000+00:00\", \"2019-11-05 13:41:13.000000+00:00\", \"2022-06-19 19:05:01.000000+00:00\"], \"session_ids\": [\"1f4bcc7c-7183-48af-bff0-bdb57d0cbcdb\", \"55faf968-8c46-42eb-a83f-38c15c4cede3\", \"292f28eb-33ff-449b-a050-4c0078af7744\", \"78bae20b-4376-4ebc-a2d0-769cb8150b12\", \"11fd9332-8ad3-411e-b406-b8adeb3cbd94\", \"9875b429-858c-46b7-a411-5cc0086b940e\", \"253d0169-d9c1-43a6-9877-24e815da5f54\", \"ec7c949c-5fd6-474e-b985-0e38228c7c76\", \"c5d36a61-6d10-428c-80d0-f25058a4380d\"], \"total_duration\": 18346.0, \"total_sessions\": 9, \"mean_week_duration\": 103.65}, \"69285\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-07-14 22:36:12.000000+00:00\", \"2022-12-25 13:27:43.000000+00:00\"], \"session_ids\": [\"69fd0682-3b50-4da0-b923-ac4d3a9ef426\", \"1efb45ad-ee48-45dd-9dc2-e26a723fb2de\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 13.375}, \"55411\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-07-27 08:01:00.000000+00:00\", \"2019-07-20 14:29:44.000000+00:00\"], \"session_ids\": [\"7d07a7d5-5484-4ed2-b3c5-7bd2a60f72f8\", \"785653fb-d4a6-4536-a820-8cd20f526d45\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.849}, \"60032\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-03-11 02:20:33.000000+00:00\", \"2019-04-17 15:54:36.000000+00:00\"], \"session_ids\": [\"2c7ecc66-507c-40ff-874d-b2e707b4e61d\", \"b833dc05-4db0-4957-a64d-888cdaf05755\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 2.83}, \"54726\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-11-03 23:11:55.000000+00:00\", \"2021-02-08 16:11:30.000000+00:00\", \"2020-09-07 22:14:13.000000+00:00\", \"2021-08-07 10:04:02.000000+00:00\", \"2022-10-05 03:52:56.000000+00:00\", \"2022-05-26 02:40:07.000000+00:00\", \"2019-10-26 18:42:13.000000+00:00\", \"2020-06-09 02:08:57.000000+00:00\", \"2019-07-19 03:55:59.000000+00:00\", \"2022-08-13 07:03:52.000000+00:00\"], \"session_ids\": [\"c34d3706-b3e9-4698-8dbe-f46ee8fe5835\", \"5dd04fb7-cf2c-4acb-805c-02cbd89dab57\", \"36cf7d5c-c789-4744-8e99-06f229e2e1a8\", \"f48a089e-c16e-4e6e-98b7-f4d5defe615b\", \"dda1bb68-6eb2-4760-acaa-9b6fef16bdd9\", \"8bc4a9c4-94cd-476f-b0d2-141116faed6d\", \"d2009a98-ae40-402e-b48b-55366b5c9c2b\", \"02539fc3-2466-4294-880e-6b87584ff5d9\", \"d32b8053-e741-4ad8-b6bd-774e6d90c4ac\", \"18abcb58-7b32-4726-bfdd-2322791436d6\"], \"total_duration\": 24588.0, \"total_sessions\": 10, \"mean_week_duration\": 142.953}, \"40289\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-05-16 08:42:07.000000+00:00\", \"2020-10-24 09:04:04.000000+00:00\", \"2019-06-04 07:22:46.000000+00:00\"], \"session_ids\": [\"1babe742-30b1-4e43-8d76-d42dd540387b\", \"aeccdb9a-b335-4ab7-b653-ad6ec90528fe\", \"421f1b7e-06ef-46de-99a0-9631b09647a8\"], \"total_duration\": 676.0, \"total_sessions\": 3, \"mean_week_duration\": 4.39}, \"74419\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-07-22 11:27:37.000000+00:00\", \"2019-11-21 18:54:38.000000+00:00\", \"2022-08-06 06:50:29.000000+00:00\", \"2022-05-29 11:25:42.000000+00:00\", \"2021-04-12 03:52:08.000000+00:00\"], \"session_ids\": [\"9ce00a98-19e1-441e-acef-9bca82b2d52f\", \"96e6e4be-7e06-49f3-8489-b005c9ec7350\", \"1010c359-9a66-42ff-afae-7d96f720c1e7\", \"071b08c3-b37c-4d2e-ba8c-bf253962457e\", \"a2be6046-3c79-45f9-b198-ff7363dcbfb2\"], \"total_duration\": 631.0, \"total_sessions\": 5, \"mean_week_duration\": 4.444}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the highest 7 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": true, \"quant_to_remain\": 7}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"54726\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-11-03 23:11:55.000000+00:00\", \"2021-02-08 16:11:30.000000+00:00\", \"2020-09-07 22:14:13.000000+00:00\", \"2021-08-07 10:04:02.000000+00:00\", \"2022-10-05 03:52:56.000000+00:00\", \"2022-05-26 02:40:07.000000+00:00\", \"2019-10-26 18:42:13.000000+00:00\", \"2020-06-09 02:08:57.000000+00:00\", \"2019-07-19 03:55:59.000000+00:00\", \"2022-08-13 07:03:52.000000+00:00\"], \"session_ids\": [\"c34d3706-b3e9-4698-8dbe-f46ee8fe5835\", \"5dd04fb7-cf2c-4acb-805c-02cbd89dab57\", \"36cf7d5c-c789-4744-8e99-06f229e2e1a8\", \"f48a089e-c16e-4e6e-98b7-f4d5defe615b\", \"dda1bb68-6eb2-4760-acaa-9b6fef16bdd9\", \"8bc4a9c4-94cd-476f-b0d2-141116faed6d\", \"d2009a98-ae40-402e-b48b-55366b5c9c2b\", \"02539fc3-2466-4294-880e-6b87584ff5d9\", \"d32b8053-e741-4ad8-b6bd-774e6d90c4ac\", \"18abcb58-7b32-4726-bfdd-2322791436d6\"], \"total_duration\": 24588.0, \"total_sessions\": 10, \"mean_week_duration\": 142.953}}, {\"15515\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-08-24 07:35:03.000000+00:00\", \"2022-04-14 08:03:22.000000+00:00\", \"2022-01-09 12:31:53.000000+00:00\", \"2019-06-24 07:12:44.000000+00:00\", \"2019-11-27 10:40:18.000000+00:00\", \"2019-01-29 01:04:03.000000+00:00\", \"2019-12-14 18:01:50.000000+00:00\", \"2019-11-05 13:41:13.000000+00:00\", \"2022-06-19 19:05:01.000000+00:00\"], \"session_ids\": [\"1f4bcc7c-7183-48af-bff0-bdb57d0cbcdb\", \"55faf968-8c46-42eb-a83f-38c15c4cede3\", \"292f28eb-33ff-449b-a050-4c0078af7744\", \"78bae20b-4376-4ebc-a2d0-769cb8150b12\", \"11fd9332-8ad3-411e-b406-b8adeb3cbd94\", \"9875b429-858c-46b7-a411-5cc0086b940e\", \"253d0169-d9c1-43a6-9877-24e815da5f54\", \"ec7c949c-5fd6-474e-b985-0e38228c7c76\", \"c5d36a61-6d10-428c-80d0-f25058a4380d\"], \"total_duration\": 18346.0, \"total_sessions\": 9, \"mean_week_duration\": 103.65}}, {\"40289\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-05-16 08:42:07.000000+00:00\", \"2020-10-24 09:04:04.000000+00:00\", \"2019-06-04 07:22:46.000000+00:00\"], \"session_ids\": [\"1babe742-30b1-4e43-8d76-d42dd540387b\", \"aeccdb9a-b335-4ab7-b653-ad6ec90528fe\", \"421f1b7e-06ef-46de-99a0-9631b09647a8\"], \"total_duration\": 676.0, \"total_sessions\": 3, \"mean_week_duration\": 4.39}}, {\"74419\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-07-22 11:27:37.000000+00:00\", \"2019-11-21 18:54:38.000000+00:00\", \"2022-08-06 06:50:29.000000+00:00\", \"2022-05-29 11:25:42.000000+00:00\", \"2021-04-12 03:52:08.000000+00:00\"], \"session_ids\": [\"9ce00a98-19e1-441e-acef-9bca82b2d52f\", \"96e6e4be-7e06-49f3-8489-b005c9ec7350\", \"1010c359-9a66-42ff-afae-7d96f720c1e7\", \"071b08c3-b37c-4d2e-ba8c-bf253962457e\", \"a2be6046-3c79-45f9-b198-ff7363dcbfb2\"], \"total_duration\": 631.0, \"total_sessions\": 5, \"mean_week_duration\": 4.444}}, {\"65925\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-03 22:01:04.000000+00:00\", \"2021-02-12 17:21:20.000000+00:00\"], \"session_ids\": [\"4582efd7-36a2-46bb-86c3-2e14811dc473\", \"81973529-d906-4eca-b7f4-421e5d686813\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 4.012}}, {\"69285\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-07-14 22:36:12.000000+00:00\", \"2022-12-25 13:27:43.000000+00:00\"], \"session_ids\": [\"69fd0682-3b50-4da0-b923-ac4d3a9ef426\", \"1efb45ad-ee48-45dd-9dc2-e26a723fb2de\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 13.375}}, {\"60032\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-03-11 02:20:33.000000+00:00\", \"2019-04-17 15:54:36.000000+00:00\"], \"session_ids\": [\"2c7ecc66-507c-40ff-874d-b2e707b4e61d\", \"b833dc05-4db0-4957-a64d-888cdaf05755\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 2.83}}]\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[{\"60032\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-03-11 02:20:33.000000+00:00\", \"2019-04-17 15:54:36.000000+00:00\"], \"session_ids\": [\"2c7ecc66-507c-40ff-874d-b2e707b4e61d\", \"b833dc05-4db0-4957-a64d-888cdaf05755\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 2.83}}, {\"65925\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-03 22:01:04.000000+00:00\", \"2021-02-12 17:21:20.000000+00:00\"], \"session_ids\": [\"4582efd7-36a2-46bb-86c3-2e14811dc473\", \"81973529-d906-4eca-b7f4-421e5d686813\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 4.012}}, {\"40289\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-05-16 08:42:07.000000+00:00\", \"2020-10-24 09:04:04.000000+00:00\", \"2019-06-04 07:22:46.000000+00:00\"], \"session_ids\": [\"1babe742-30b1-4e43-8d76-d42dd540387b\", \"aeccdb9a-b335-4ab7-b653-ad6ec90528fe\", \"421f1b7e-06ef-46de-99a0-9631b09647a8\"], \"total_duration\": 676.0, \"total_sessions\": 3, \"mean_week_duration\": 4.39}}, {\"74419\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-07-22 11:27:37.000000+00:00\", \"2019-11-21 18:54:38.000000+00:00\", \"2022-08-06 06:50:29.000000+00:00\", \"2022-05-29 11:25:42.000000+00:00\", \"2021-04-12 03:52:08.000000+00:00\"], \"session_ids\": [\"9ce00a98-19e1-441e-acef-9bca82b2d52f\", \"96e6e4be-7e06-49f3-8489-b005c9ec7350\", \"1010c359-9a66-42ff-afae-7d96f720c1e7\", \"071b08c3-b37c-4d2e-ba8c-bf253962457e\", \"a2be6046-3c79-45f9-b198-ff7363dcbfb2\"], \"total_duration\": 631.0, \"total_sessions\": 5, \"mean_week_duration\": 4.444}}, {\"69285\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-07-14 22:36:12.000000+00:00\", \"2022-12-25 13:27:43.000000+00:00\"], \"session_ids\": [\"69fd0682-3b50-4da0-b923-ac4d3a9ef426\", \"1efb45ad-ee48-45dd-9dc2-e26a723fb2de\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 13.375}}, {\"15515\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-08-24 07:35:03.000000+00:00\", \"2022-04-14 08:03:22.000000+00:00\", \"2022-01-09 12:31:53.000000+00:00\", \"2019-06-24 07:12:44.000000+00:00\", \"2019-11-27 10:40:18.000000+00:00\", \"2019-01-29 01:04:03.000000+00:00\", \"2019-12-14 18:01:50.000000+00:00\", \"2019-11-05 13:41:13.000000+00:00\", \"2022-06-19 19:05:01.000000+00:00\"], \"session_ids\": [\"1f4bcc7c-7183-48af-bff0-bdb57d0cbcdb\", \"55faf968-8c46-42eb-a83f-38c15c4cede3\", \"292f28eb-33ff-449b-a050-4c0078af7744\", \"78bae20b-4376-4ebc-a2d0-769cb8150b12\", \"11fd9332-8ad3-411e-b406-b8adeb3cbd94\", \"9875b429-858c-46b7-a411-5cc0086b940e\", \"253d0169-d9c1-43a6-9877-24e815da5f54\", \"ec7c949c-5fd6-474e-b985-0e38228c7c76\", \"c5d36a61-6d10-428c-80d0-f25058a4380d\"], \"total_duration\": 18346.0, \"total_sessions\": 9, \"mean_week_duration\": 103.65}}, {\"54726\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-11-03 23:11:55.000000+00:00\", \"2021-02-08 16:11:30.000000+00:00\", \"2020-09-07 22:14:13.000000+00:00\", \"2021-08-07 10:04:02.000000+00:00\", \"2022-10-05 03:52:56.000000+00:00\", \"2022-05-26 02:40:07.000000+00:00\", \"2019-10-26 18:42:13.000000+00:00\", \"2020-06-09 02:08:57.000000+00:00\", \"2019-07-19 03:55:59.000000+00:00\", \"2022-08-13 07:03:52.000000+00:00\"], \"session_ids\": [\"c34d3706-b3e9-4698-8dbe-f46ee8fe5835\", \"5dd04fb7-cf2c-4acb-805c-02cbd89dab57\", \"36cf7d5c-c789-4744-8e99-06f229e2e1a8\", \"f48a089e-c16e-4e6e-98b7-f4d5defe615b\", \"dda1bb68-6eb2-4760-acaa-9b6fef16bdd9\", \"8bc4a9c4-94cd-476f-b0d2-141116faed6d\", \"d2009a98-ae40-402e-b48b-55366b5c9c2b\", \"02539fc3-2466-4294-880e-6b87584ff5d9\", \"d32b8053-e741-4ad8-b6bd-774e6d90c4ac\", \"18abcb58-7b32-4726-bfdd-2322791436d6\"], \"total_duration\": 24588.0, \"total_sessions\": 10, \"mean_week_duration\": 142.953}}]\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[{\"60032\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-03-11 02:20:33.000000+00:00\", \"2019-04-17 15:54:36.000000+00:00\"], \"session_ids\": [\"2c7ecc66-507c-40ff-874d-b2e707b4e61d\", \"b833dc05-4db0-4957-a64d-888cdaf05755\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 2.83}}, {\"65925\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-03 22:01:04.000000+00:00\", \"2021-02-12 17:21:20.000000+00:00\"], \"session_ids\": [\"4582efd7-36a2-46bb-86c3-2e14811dc473\", \"81973529-d906-4eca-b7f4-421e5d686813\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 4.012}}, {\"40289\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-05-16 08:42:07.000000+00:00\", \"2020-10-24 09:04:04.000000+00:00\", \"2019-06-04 07:22:46.000000+00:00\"], \"session_ids\": [\"1babe742-30b1-4e43-8d76-d42dd540387b\", \"aeccdb9a-b335-4ab7-b653-ad6ec90528fe\", \"421f1b7e-06ef-46de-99a0-9631b09647a8\"], \"total_duration\": 676.0, \"total_sessions\": 3, \"mean_week_duration\": 4.39}}, {\"74419\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-07-22 11:27:37.000000+00:00\", \"2019-11-21 18:54:38.000000+00:00\", \"2022-08-06 06:50:29.000000+00:00\", \"2022-05-29 11:25:42.000000+00:00\", \"2021-04-12 03:52:08.000000+00:00\"], \"session_ids\": [\"9ce00a98-19e1-441e-acef-9bca82b2d52f\", \"96e6e4be-7e06-49f3-8489-b005c9ec7350\", \"1010c359-9a66-42ff-afae-7d96f720c1e7\", \"071b08c3-b37c-4d2e-ba8c-bf253962457e\", \"a2be6046-3c79-45f9-b198-ff7363dcbfb2\"], \"total_duration\": 631.0, \"total_sessions\": 5, \"mean_week_duration\": 4.444}}, {\"69285\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-07-14 22:36:12.000000+00:00\", \"2022-12-25 13:27:43.000000+00:00\"], \"session_ids\": [\"69fd0682-3b50-4da0-b923-ac4d3a9ef426\", \"1efb45ad-ee48-45dd-9dc2-e26a723fb2de\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 13.375}}, {\"15515\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-08-24 07:35:03.000000+00:00\", \"2022-04-14 08:03:22.000000+00:00\", \"2022-01-09 12:31:53.000000+00:00\", \"2019-06-24 07:12:44.000000+00:00\", \"2019-11-27 10:40:18.000000+00:00\", \"2019-01-29 01:04:03.000000+00:00\", \"2019-12-14 18:01:50.000000+00:00\", \"2019-11-05 13:41:13.000000+00:00\", \"2022-06-19 19:05:01.000000+00:00\"], \"session_ids\": [\"1f4bcc7c-7183-48af-bff0-bdb57d0cbcdb\", \"55faf968-8c46-42eb-a83f-38c15c4cede3\", \"292f28eb-33ff-449b-a050-4c0078af7744\", \"78bae20b-4376-4ebc-a2d0-769cb8150b12\", \"11fd9332-8ad3-411e-b406-b8adeb3cbd94\", \"9875b429-858c-46b7-a411-5cc0086b940e\", \"253d0169-d9c1-43a6-9877-24e815da5f54\", \"ec7c949c-5fd6-474e-b985-0e38228c7c76\", \"c5d36a61-6d10-428c-80d0-f25058a4380d\"], \"total_duration\": 18346.0, \"total_sessions\": 9, \"mean_week_duration\": 103.65}}, {\"54726\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-11-03 23:11:55.000000+00:00\", \"2021-02-08 16:11:30.000000+00:00\", \"2020-09-07 22:14:13.000000+00:00\", \"2021-08-07 10:04:02.000000+00:00\", \"2022-10-05 03:52:56.000000+00:00\", \"2022-05-26 02:40:07.000000+00:00\", \"2019-10-26 18:42:13.000000+00:00\", \"2020-06-09 02:08:57.000000+00:00\", \"2019-07-19 03:55:59.000000+00:00\", \"2022-08-13 07:03:52.000000+00:00\"], \"session_ids\": [\"c34d3706-b3e9-4698-8dbe-f46ee8fe5835\", \"5dd04fb7-cf2c-4acb-805c-02cbd89dab57\", \"36cf7d5c-c789-4744-8e99-06f229e2e1a8\", \"f48a089e-c16e-4e6e-98b7-f4d5defe615b\", \"dda1bb68-6eb2-4760-acaa-9b6fef16bdd9\", \"8bc4a9c4-94cd-476f-b0d2-141116faed6d\", \"d2009a98-ae40-402e-b48b-55366b5c9c2b\", \"02539fc3-2466-4294-880e-6b87584ff5d9\", \"d32b8053-e741-4ad8-b6bd-774e6d90c4ac\", \"18abcb58-7b32-4726-bfdd-2322791436d6\"], \"total_duration\": 24588.0, \"total_sessions\": 10, \"mean_week_duration\": 142.953}}]\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[{\"60032\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-03-11 02:20:33.000000+00:00\", \"2019-04-17 15:54:36.000000+00:00\"], \"session_ids\": [\"2c7ecc66-507c-40ff-874d-b2e707b4e61d\", \"b833dc05-4db0-4957-a64d-888cdaf05755\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 2.83}}, {\"65925\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-03 22:01:04.000000+00:00\", \"2021-02-12 17:21:20.000000+00:00\"], \"session_ids\": [\"4582efd7-36a2-46bb-86c3-2e14811dc473\", \"81973529-d906-4eca-b7f4-421e5d686813\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 4.012}}, {\"40289\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-05-16 08:42:07.000000+00:00\", \"2020-10-24 09:04:04.000000+00:00\", \"2019-06-04 07:22:46.000000+00:00\"], \"session_ids\": [\"1babe742-30b1-4e43-8d76-d42dd540387b\", \"aeccdb9a-b335-4ab7-b653-ad6ec90528fe\", \"421f1b7e-06ef-46de-99a0-9631b09647a8\"], \"total_duration\": 676.0, \"total_sessions\": 3, \"mean_week_duration\": 4.39}}, {\"74419\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-07-22 11:27:37.000000+00:00\", \"2019-11-21 18:54:38.000000+00:00\", \"2022-08-06 06:50:29.000000+00:00\", \"2022-05-29 11:25:42.000000+00:00\", \"2021-04-12 03:52:08.000000+00:00\"], \"session_ids\": [\"9ce00a98-19e1-441e-acef-9bca82b2d52f\", \"96e6e4be-7e06-49f3-8489-b005c9ec7350\", \"1010c359-9a66-42ff-afae-7d96f720c1e7\", \"071b08c3-b37c-4d2e-ba8c-bf253962457e\", \"a2be6046-3c79-45f9-b198-ff7363dcbfb2\"], \"total_duration\": 631.0, \"total_sessions\": 5, \"mean_week_duration\": 4.444}}, {\"69285\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-07-14 22:36:12.000000+00:00\", \"2022-12-25 13:27:43.000000+00:00\"], \"session_ids\": [\"69fd0682-3b50-4da0-b923-ac4d3a9ef426\", \"1efb45ad-ee48-45dd-9dc2-e26a723fb2de\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 13.375}}, {\"15515\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-08-24 07:35:03.000000+00:00\", \"2022-04-14 08:03:22.000000+00:00\", \"2022-01-09 12:31:53.000000+00:00\", \"2019-06-24 07:12:44.000000+00:00\", \"2019-11-27 10:40:18.000000+00:00\", \"2019-01-29 01:04:03.000000+00:00\", \"2019-12-14 18:01:50.000000+00:00\", \"2019-11-05 13:41:13.000000+00:00\", \"2022-06-19 19:05:01.000000+00:00\"], \"session_ids\": [\"1f4bcc7c-7183-48af-bff0-bdb57d0cbcdb\", \"55faf968-8c46-42eb-a83f-38c15c4cede3\", \"292f28eb-33ff-449b-a050-4c0078af7744\", \"78bae20b-4376-4ebc-a2d0-769cb8150b12\", \"11fd9332-8ad3-411e-b406-b8adeb3cbd94\", \"9875b429-858c-46b7-a411-5cc0086b940e\", \"253d0169-d9c1-43a6-9877-24e815da5f54\", \"ec7c949c-5fd6-474e-b985-0e38228c7c76\", \"c5d36a61-6d10-428c-80d0-f25058a4380d\"], \"total_duration\": 18346.0, \"total_sessions\": 9, \"mean_week_duration\": 103.65}}, {\"54726\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-11-03 23:11:55.000000+00:00\", \"2021-02-08 16:11:30.000000+00:00\", \"2020-09-07 22:14:13.000000+00:00\", \"2021-08-07 10:04:02.000000+00:00\", \"2022-10-05 03:52:56.000000+00:00\", \"2022-05-26 02:40:07.000000+00:00\", \"2019-10-26 18:42:13.000000+00:00\", \"2020-06-09 02:08:57.000000+00:00\", \"2019-07-19 03:55:59.000000+00:00\", \"2022-08-13 07:03:52.000000+00:00\"], \"session_ids\": [\"c34d3706-b3e9-4698-8dbe-f46ee8fe5835\", \"5dd04fb7-cf2c-4acb-805c-02cbd89dab57\", \"36cf7d5c-c789-4744-8e99-06f229e2e1a8\", \"f48a089e-c16e-4e6e-98b7-f4d5defe615b\", \"dda1bb68-6eb2-4760-acaa-9b6fef16bdd9\", \"8bc4a9c4-94cd-476f-b0d2-141116faed6d\", \"d2009a98-ae40-402e-b48b-55366b5c9c2b\", \"02539fc3-2466-4294-880e-6b87584ff5d9\", \"d32b8053-e741-4ad8-b6bd-774e6d90c4ac\", \"18abcb58-7b32-4726-bfdd-2322791436d6\"], \"total_duration\": 24588.0, \"total_sessions\": 10, \"mean_week_duration\": 142.953}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show user to me whose count of sessions is strictly less than 6 and greater than 2 , and carry out sorting by total sessions in descending order as well as provide me only with 4 pieces of information."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"91924\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-02 06:35:13.000000+00:00\", \"2022-03-16 09:24:59.000000+00:00\"], \"session_ids\": [\"20a07ce4-9ec9-4385-a45e-5746308e5389\", \"ddecb917-dfa5-4109-87f8-dfb521bea982\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 1.121}, \"55570\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-04-10 08:24:36.000000+00:00\", \"2020-03-23 05:32:22.000000+00:00\"], \"session_ids\": [\"a75c3a14-2e05-4da1-a665-374a2c9f4290\", \"b35cde1b-67f5-4d0a-9dd0-1370013b3bd9\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.151}, \"84086\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-10-24 14:47:46.000000+00:00\", \"2021-02-14 14:26:47.000000+00:00\"], \"session_ids\": [\"d0c3385c-becd-4064-a035-c24b9a5316eb\", \"ede02de2-d4b8-45af-889c-1614369e795e\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 1.18}, \"12700\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-02-24 10:31:10.000000+00:00\", \"2022-12-02 03:23:23.000000+00:00\"], \"session_ids\": [\"5d11f29f-e875-4466-826f-b8b348446aa6\", \"427315dc-864f-48f0-9c4f-04a1fd232781\"], \"total_duration\": 333.0, \"total_sessions\": 2, \"mean_week_duration\": 3.581}, \"29360\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-05-04 01:42:34.000000+00:00\", \"2020-04-30 21:58:10.000000+00:00\", \"2021-02-04 13:23:31.000000+00:00\", \"2022-10-30 15:53:31.000000+00:00\", \"2023-02-06 16:25:17.000000+00:00\"], \"session_ids\": [\"268d956a-430f-4913-86a1-f88354a9f66f\", \"dde14221-20dd-4e7e-b723-5ffdd56cad70\", \"c333e097-3c39-487b-a580-ebdc9a316c20\", \"6cdec9fa-809a-4d8c-88dd-a3e23b5f7ff1\", \"43cdb5f2-a766-4a9d-8e5e-07848b9dc38c\"], \"total_duration\": 2721.0, \"total_sessions\": 5, \"mean_week_duration\": 18.766}, \"58152\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-06 02:24:12.000000+00:00\", \"2022-12-12 04:43:14.000000+00:00\", \"2021-11-30 22:58:25.000000+00:00\"], \"session_ids\": [\"e6f063ff-d2bf-4b63-818b-df26625a7e0c\", \"95f36de6-2a5a-4e18-b633-5687677632bc\", \"516a1ba0-9160-4301-be63-4a330343daab\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.574}, \"27053\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 7}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-04-12 18:55:26.000000+00:00\", \"2021-09-23 04:08:20.000000+00:00\", \"2021-03-02 06:09:32.000000+00:00\", \"2020-12-13 13:10:26.000000+00:00\", \"2022-07-11 06:33:21.000000+00:00\", \"2023-01-22 02:00:18.000000+00:00\"], \"session_ids\": [\"df68f226-55ca-49c4-9ad8-1028251b18f7\", \"c72bb8f1-5659-4f36-8214-30a5f6701508\", \"888a4b03-373c-4174-b72a-5c4fa24524b0\", \"0e99bb07-4008-4711-8b63-61c2d0cace8e\", \"1fdc0552-b198-41fa-bff0-45e1f4d9fbdc\", \"61646362-e53a-48ce-98c2-338ff39c009a\"], \"total_duration\": 1296.0, \"total_sessions\": 6, \"mean_week_duration\": 6.545}, \"59993\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-05-27 15:23:36.000000+00:00\", \"2022-01-18 19:48:45.000000+00:00\", \"2020-05-26 23:18:06.000000+00:00\"], \"session_ids\": [\"5a153f57-c48a-4799-a327-82bb07377090\", \"8d28d684-4cef-4511-9442-85952a948ff5\", \"fcda47f3-f591-4bc3-a73f-a6fb9291809f\"], \"total_duration\": 847.0, \"total_sessions\": 3, \"mean_week_duration\": 6.094}, \"44699\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-04-18 04:40:42.000000+00:00\", \"2021-12-29 20:52:39.000000+00:00\"], \"session_ids\": [\"42111f40-bfbb-4c6e-b9ac-1e5fb968f5e8\", \"dd3788e9-627b-48f4-934f-d095a80d9ba4\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 0.567}, \"61157\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-02-17 16:31:16.000000+00:00\", \"2019-11-22 13:45:04.000000+00:00\", \"2020-05-11 21:16:45.000000+00:00\", \"2020-12-25 21:19:06.000000+00:00\", \"2021-11-21 13:31:40.000000+00:00\", \"2019-09-08 03:26:11.000000+00:00\"], \"session_ids\": [\"27baef93-15a3-4afb-8130-eaae252f6e38\", \"60e7813b-c605-4553-9d8c-d0524b68e985\", \"a493770e-afb6-4440-95f4-85ad9c038212\", \"048fc0f3-82b2-46f7-a896-12d71908467b\", \"382789d1-cfb3-4e2b-8123-44883a978ebb\", \"90961f5d-b373-4831-a569-4dfad0da6670\"], \"total_duration\": 202.0, \"total_sessions\": 6, \"mean_week_duration\": 1.757}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or greater than 2 and are less than 6"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_sessions\": [[2, 6]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"91924\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-02 06:35:13.000000+00:00\", \"2022-03-16 09:24:59.000000+00:00\"], \"session_ids\": [\"20a07ce4-9ec9-4385-a45e-5746308e5389\", \"ddecb917-dfa5-4109-87f8-dfb521bea982\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 1.121}, \"55570\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-04-10 08:24:36.000000+00:00\", \"2020-03-23 05:32:22.000000+00:00\"], \"session_ids\": [\"a75c3a14-2e05-4da1-a665-374a2c9f4290\", \"b35cde1b-67f5-4d0a-9dd0-1370013b3bd9\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.151}, \"84086\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-10-24 14:47:46.000000+00:00\", \"2021-02-14 14:26:47.000000+00:00\"], \"session_ids\": [\"d0c3385c-becd-4064-a035-c24b9a5316eb\", \"ede02de2-d4b8-45af-889c-1614369e795e\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 1.18}, \"12700\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-02-24 10:31:10.000000+00:00\", \"2022-12-02 03:23:23.000000+00:00\"], \"session_ids\": [\"5d11f29f-e875-4466-826f-b8b348446aa6\", \"427315dc-864f-48f0-9c4f-04a1fd232781\"], \"total_duration\": 333.0, \"total_sessions\": 2, \"mean_week_duration\": 3.581}, \"29360\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-05-04 01:42:34.000000+00:00\", \"2020-04-30 21:58:10.000000+00:00\", \"2021-02-04 13:23:31.000000+00:00\", \"2022-10-30 15:53:31.000000+00:00\", \"2023-02-06 16:25:17.000000+00:00\"], \"session_ids\": [\"268d956a-430f-4913-86a1-f88354a9f66f\", \"dde14221-20dd-4e7e-b723-5ffdd56cad70\", \"c333e097-3c39-487b-a580-ebdc9a316c20\", \"6cdec9fa-809a-4d8c-88dd-a3e23b5f7ff1\", \"43cdb5f2-a766-4a9d-8e5e-07848b9dc38c\"], \"total_duration\": 2721.0, \"total_sessions\": 5, \"mean_week_duration\": 18.766}, \"58152\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-06 02:24:12.000000+00:00\", \"2022-12-12 04:43:14.000000+00:00\", \"2021-11-30 22:58:25.000000+00:00\"], \"session_ids\": [\"e6f063ff-d2bf-4b63-818b-df26625a7e0c\", \"95f36de6-2a5a-4e18-b633-5687677632bc\", \"516a1ba0-9160-4301-be63-4a330343daab\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.574}, \"59993\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-05-27 15:23:36.000000+00:00\", \"2022-01-18 19:48:45.000000+00:00\", \"2020-05-26 23:18:06.000000+00:00\"], \"session_ids\": [\"5a153f57-c48a-4799-a327-82bb07377090\", \"8d28d684-4cef-4511-9442-85952a948ff5\", \"fcda47f3-f591-4bc3-a73f-a6fb9291809f\"], \"total_duration\": 847.0, \"total_sessions\": 3, \"mean_week_duration\": 6.094}, \"44699\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-04-18 04:40:42.000000+00:00\", \"2021-12-29 20:52:39.000000+00:00\"], \"session_ids\": [\"42111f40-bfbb-4c6e-b9ac-1e5fb968f5e8\", \"dd3788e9-627b-48f4-934f-d095a80d9ba4\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 0.567}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"29360\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-05-04 01:42:34.000000+00:00\", \"2020-04-30 21:58:10.000000+00:00\", \"2021-02-04 13:23:31.000000+00:00\", \"2022-10-30 15:53:31.000000+00:00\", \"2023-02-06 16:25:17.000000+00:00\"], \"session_ids\": [\"268d956a-430f-4913-86a1-f88354a9f66f\", \"dde14221-20dd-4e7e-b723-5ffdd56cad70\", \"c333e097-3c39-487b-a580-ebdc9a316c20\", \"6cdec9fa-809a-4d8c-88dd-a3e23b5f7ff1\", \"43cdb5f2-a766-4a9d-8e5e-07848b9dc38c\"], \"total_duration\": 2721.0, \"total_sessions\": 5, \"mean_week_duration\": 18.766}}, {\"58152\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-06 02:24:12.000000+00:00\", \"2022-12-12 04:43:14.000000+00:00\", \"2021-11-30 22:58:25.000000+00:00\"], \"session_ids\": [\"e6f063ff-d2bf-4b63-818b-df26625a7e0c\", \"95f36de6-2a5a-4e18-b633-5687677632bc\", \"516a1ba0-9160-4301-be63-4a330343daab\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.574}}, {\"59993\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-05-27 15:23:36.000000+00:00\", \"2022-01-18 19:48:45.000000+00:00\", \"2020-05-26 23:18:06.000000+00:00\"], \"session_ids\": [\"5a153f57-c48a-4799-a327-82bb07377090\", \"8d28d684-4cef-4511-9442-85952a948ff5\", \"fcda47f3-f591-4bc3-a73f-a6fb9291809f\"], \"total_duration\": 847.0, \"total_sessions\": 3, \"mean_week_duration\": 6.094}}, {\"91924\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-02 06:35:13.000000+00:00\", \"2022-03-16 09:24:59.000000+00:00\"], \"session_ids\": [\"20a07ce4-9ec9-4385-a45e-5746308e5389\", \"ddecb917-dfa5-4109-87f8-dfb521bea982\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 1.121}}, {\"55570\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-04-10 08:24:36.000000+00:00\", \"2020-03-23 05:32:22.000000+00:00\"], \"session_ids\": [\"a75c3a14-2e05-4da1-a665-374a2c9f4290\", \"b35cde1b-67f5-4d0a-9dd0-1370013b3bd9\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.151}}, {\"84086\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-10-24 14:47:46.000000+00:00\", \"2021-02-14 14:26:47.000000+00:00\"], \"session_ids\": [\"d0c3385c-becd-4064-a035-c24b9a5316eb\", \"ede02de2-d4b8-45af-889c-1614369e795e\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 1.18}}, {\"12700\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-02-24 10:31:10.000000+00:00\", \"2022-12-02 03:23:23.000000+00:00\"], \"session_ids\": [\"5d11f29f-e875-4466-826f-b8b348446aa6\", \"427315dc-864f-48f0-9c4f-04a1fd232781\"], \"total_duration\": 333.0, \"total_sessions\": 2, \"mean_week_duration\": 3.581}}, {\"44699\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-04-18 04:40:42.000000+00:00\", \"2021-12-29 20:52:39.000000+00:00\"], \"session_ids\": [\"42111f40-bfbb-4c6e-b9ac-1e5fb968f5e8\", \"dd3788e9-627b-48f4-934f-d095a80d9ba4\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 0.567}}]\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[{\"29360\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-05-04 01:42:34.000000+00:00\", \"2020-04-30 21:58:10.000000+00:00\", \"2021-02-04 13:23:31.000000+00:00\", \"2022-10-30 15:53:31.000000+00:00\", \"2023-02-06 16:25:17.000000+00:00\"], \"session_ids\": [\"268d956a-430f-4913-86a1-f88354a9f66f\", \"dde14221-20dd-4e7e-b723-5ffdd56cad70\", \"c333e097-3c39-487b-a580-ebdc9a316c20\", \"6cdec9fa-809a-4d8c-88dd-a3e23b5f7ff1\", \"43cdb5f2-a766-4a9d-8e5e-07848b9dc38c\"], \"total_duration\": 2721.0, \"total_sessions\": 5, \"mean_week_duration\": 18.766}}, {\"58152\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-06 02:24:12.000000+00:00\", \"2022-12-12 04:43:14.000000+00:00\", \"2021-11-30 22:58:25.000000+00:00\"], \"session_ids\": [\"e6f063ff-d2bf-4b63-818b-df26625a7e0c\", \"95f36de6-2a5a-4e18-b633-5687677632bc\", \"516a1ba0-9160-4301-be63-4a330343daab\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.574}}, {\"59993\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-05-27 15:23:36.000000+00:00\", \"2022-01-18 19:48:45.000000+00:00\", \"2020-05-26 23:18:06.000000+00:00\"], \"session_ids\": [\"5a153f57-c48a-4799-a327-82bb07377090\", \"8d28d684-4cef-4511-9442-85952a948ff5\", \"fcda47f3-f591-4bc3-a73f-a6fb9291809f\"], \"total_duration\": 847.0, \"total_sessions\": 3, \"mean_week_duration\": 6.094}}, {\"91924\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-02 06:35:13.000000+00:00\", \"2022-03-16 09:24:59.000000+00:00\"], \"session_ids\": [\"20a07ce4-9ec9-4385-a45e-5746308e5389\", \"ddecb917-dfa5-4109-87f8-dfb521bea982\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 1.121}}]\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[{\"29360\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-05-04 01:42:34.000000+00:00\", \"2020-04-30 21:58:10.000000+00:00\", \"2021-02-04 13:23:31.000000+00:00\", \"2022-10-30 15:53:31.000000+00:00\", \"2023-02-06 16:25:17.000000+00:00\"], \"session_ids\": [\"268d956a-430f-4913-86a1-f88354a9f66f\", \"dde14221-20dd-4e7e-b723-5ffdd56cad70\", \"c333e097-3c39-487b-a580-ebdc9a316c20\", \"6cdec9fa-809a-4d8c-88dd-a3e23b5f7ff1\", \"43cdb5f2-a766-4a9d-8e5e-07848b9dc38c\"], \"total_duration\": 2721.0, \"total_sessions\": 5, \"mean_week_duration\": 18.766}}, {\"58152\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-06 02:24:12.000000+00:00\", \"2022-12-12 04:43:14.000000+00:00\", \"2021-11-30 22:58:25.000000+00:00\"], \"session_ids\": [\"e6f063ff-d2bf-4b63-818b-df26625a7e0c\", \"95f36de6-2a5a-4e18-b633-5687677632bc\", \"516a1ba0-9160-4301-be63-4a330343daab\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.574}}, {\"59993\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-05-27 15:23:36.000000+00:00\", \"2022-01-18 19:48:45.000000+00:00\", \"2020-05-26 23:18:06.000000+00:00\"], \"session_ids\": [\"5a153f57-c48a-4799-a327-82bb07377090\", \"8d28d684-4cef-4511-9442-85952a948ff5\", \"fcda47f3-f591-4bc3-a73f-a6fb9291809f\"], \"total_duration\": 847.0, \"total_sessions\": 3, \"mean_week_duration\": 6.094}}, {\"91924\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-02 06:35:13.000000+00:00\", \"2022-03-16 09:24:59.000000+00:00\"], \"session_ids\": [\"20a07ce4-9ec9-4385-a45e-5746308e5389\", \"ddecb917-dfa5-4109-87f8-dfb521bea982\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 1.121}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about 7 users with a count of sessions that is lower than 3, inclusive 3 and implement sorting by city_name descendingly."
}
] |
[
{
"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{\"45867\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-01-17 09:55:38.000000+00:00\", \"2022-06-04 22:42:18.000000+00:00\", \"2019-12-13 04:35:25.000000+00:00\"], \"session_ids\": [\"9c2f18ca-00f8-47af-89fd-f6b6ddec3f3d\", \"7e24f6bf-e819-4747-af05-3fac682adb5b\", \"c29ce93e-6dad-4a3d-900b-cab1d2cc8d76\"], \"total_duration\": 817.0, \"total_sessions\": 3, \"mean_week_duration\": 6.285}, \"9505\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-07-12 12:12:03.000000+00:00\", \"2019-10-31 01:46:59.000000+00:00\"], \"session_ids\": [\"16af3637-c332-4c74-8111-72e4d9e3842c\", \"8ee586e8-3e35-4081-889f-bf2c24ced89e\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.64}, \"73972\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-06-22 08:55:10.000000+00:00\", \"2019-07-22 18:43:56.000000+00:00\"], \"session_ids\": [\"cafdb1b7-9a1f-41c1-be66-1fd1997131b8\", \"b5609546-c0de-4b86-853b-a9ca14a7234a\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 1.13}, \"93162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-10 04:45:36.000000+00:00\", \"2023-01-03 05:04:34.000000+00:00\"], \"session_ids\": [\"d856a1fc-eab7-4566-9039-e060ea4f43a8\", \"d67b51a7-a5d6-4cc1-912d-1dc924d83dc9\"], \"total_duration\": 326.0, \"total_sessions\": 2, \"mean_week_duration\": 1.567}, \"90410\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-19 02:25:27.000000+00:00\", \"2019-08-10 03:51:32.000000+00:00\", \"2019-02-12 22:38:52.000000+00:00\"], \"session_ids\": [\"2d11a4b8-b314-414c-bac6-f660277e9487\", \"0b7e098c-7f54-4b64-b8c6-7da43775205b\", \"b255766d-de24-46f6-9a87-7b6887a2ac25\"], \"total_duration\": 753.0, \"total_sessions\": 3, \"mean_week_duration\": 4.922}, \"65395\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-03-01 11:04:56.000000+00:00\", \"2022-12-02 01:41:08.000000+00:00\", \"2020-07-05 11:19:32.000000+00:00\", \"2021-03-05 07:35:43.000000+00:00\", \"2021-10-08 21:37:42.000000+00:00\", \"2022-03-20 21:12:53.000000+00:00\", \"2020-06-26 03:24:07.000000+00:00\", \"2020-04-13 17:42:19.000000+00:00\"], \"session_ids\": [\"308ae704-7f51-4455-b7ed-9e1dd17fb810\", \"79461010-78c8-4920-8a85-9ce1a594cb54\", \"44087761-eaca-4866-82ee-d32676117f79\", \"12dc64bb-3258-46af-be4c-23ad3b1c412c\", \"28956034-8573-4928-951c-297ed05c5316\", \"d126d8b3-e6ac-4f59-aa03-7012b7df0802\", \"c130ffbc-0517-4806-a3f8-b794a3906245\", \"025122d1-9c19-4674-b166-b16be5928a20\"], \"total_duration\": 7679.0, \"total_sessions\": 8, \"mean_week_duration\": 55.645}, \"48359\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-11-16 08:31:02.000000+00:00\", \"2019-08-23 03:45:02.000000+00:00\", \"2019-03-25 06:39:39.000000+00:00\", \"2023-05-22 14:59:12.000000+00:00\"], \"session_ids\": [\"e8ab873a-da9a-469c-8172-6997d39eaf18\", \"37761a3d-672c-4230-99ca-f8a1be6ae578\", \"f73d0712-5c04-4cd2-aa50-3497500e241b\", \"c2e0f975-0a8a-428d-ac40-73c99df14d67\"], \"total_duration\": 225.0, \"total_sessions\": 4, \"mean_week_duration\": 1.037}, \"61606\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-08-06 22:50:32.000000+00:00\", \"2022-06-04 23:49:41.000000+00:00\"], \"session_ids\": [\"95c24c2b-3414-4ea5-a028-5d81d066edb7\", \"4e33b652-ddd0-4b9b-ae33-279620e26002\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 1.845}, \"96688\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2019-05-18 08:24:14.000000+00:00\", \"2023-06-26 02:38:52.000000+00:00\", \"2021-11-02 00:12:38.000000+00:00\"], \"session_ids\": [\"83dc4bed-2a56-4b8a-ad52-adfe37e13d08\", \"5cacf508-a3d3-4e81-a038-c87364845f2a\", \"a5211dda-dda0-42b9-831c-dab8cabbc593\"], \"total_duration\": 1065.0, \"total_sessions\": 3, \"mean_week_duration\": 4.953}, \"16162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-05-02 13:20:43.000000+00:00\", \"2021-02-07 02:30:35.000000+00:00\"], \"session_ids\": [\"5ed2e5ce-5973-4870-ad5a-091a1f3ab739\", \"da759920-fdd6-4fdd-bb7d-631f33f8a8f8\"], \"total_duration\": 304.0, \"total_sessions\": 2, \"mean_week_duration\": 3.269}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or less than 3"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\"]]}, \"all_values\": {\"total_sessions\": [[3, 6]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"45867\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-01-17 09:55:38.000000+00:00\", \"2022-06-04 22:42:18.000000+00:00\", \"2019-12-13 04:35:25.000000+00:00\"], \"session_ids\": [\"9c2f18ca-00f8-47af-89fd-f6b6ddec3f3d\", \"7e24f6bf-e819-4747-af05-3fac682adb5b\", \"c29ce93e-6dad-4a3d-900b-cab1d2cc8d76\"], \"total_duration\": 817.0, \"total_sessions\": 3, \"mean_week_duration\": 6.285}, \"9505\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-07-12 12:12:03.000000+00:00\", \"2019-10-31 01:46:59.000000+00:00\"], \"session_ids\": [\"16af3637-c332-4c74-8111-72e4d9e3842c\", \"8ee586e8-3e35-4081-889f-bf2c24ced89e\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.64}, \"73972\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-06-22 08:55:10.000000+00:00\", \"2019-07-22 18:43:56.000000+00:00\"], \"session_ids\": [\"cafdb1b7-9a1f-41c1-be66-1fd1997131b8\", \"b5609546-c0de-4b86-853b-a9ca14a7234a\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 1.13}, \"93162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-10 04:45:36.000000+00:00\", \"2023-01-03 05:04:34.000000+00:00\"], \"session_ids\": [\"d856a1fc-eab7-4566-9039-e060ea4f43a8\", \"d67b51a7-a5d6-4cc1-912d-1dc924d83dc9\"], \"total_duration\": 326.0, \"total_sessions\": 2, \"mean_week_duration\": 1.567}, \"90410\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-19 02:25:27.000000+00:00\", \"2019-08-10 03:51:32.000000+00:00\", \"2019-02-12 22:38:52.000000+00:00\"], \"session_ids\": [\"2d11a4b8-b314-414c-bac6-f660277e9487\", \"0b7e098c-7f54-4b64-b8c6-7da43775205b\", \"b255766d-de24-46f6-9a87-7b6887a2ac25\"], \"total_duration\": 753.0, \"total_sessions\": 3, \"mean_week_duration\": 4.922}, \"61606\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-08-06 22:50:32.000000+00:00\", \"2022-06-04 23:49:41.000000+00:00\"], \"session_ids\": [\"95c24c2b-3414-4ea5-a028-5d81d066edb7\", \"4e33b652-ddd0-4b9b-ae33-279620e26002\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 1.845}, \"96688\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2019-05-18 08:24:14.000000+00:00\", \"2023-06-26 02:38:52.000000+00:00\", \"2021-11-02 00:12:38.000000+00:00\"], \"session_ids\": [\"83dc4bed-2a56-4b8a-ad52-adfe37e13d08\", \"5cacf508-a3d3-4e81-a038-c87364845f2a\", \"a5211dda-dda0-42b9-831c-dab8cabbc593\"], \"total_duration\": 1065.0, \"total_sessions\": 3, \"mean_week_duration\": 4.953}, \"16162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-05-02 13:20:43.000000+00:00\", \"2021-02-07 02:30:35.000000+00:00\"], \"session_ids\": [\"5ed2e5ce-5973-4870-ad5a-091a1f3ab739\", \"da759920-fdd6-4fdd-bb7d-631f33f8a8f8\"], \"total_duration\": 304.0, \"total_sessions\": 2, \"mean_week_duration\": 3.269}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"96688\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2019-05-18 08:24:14.000000+00:00\", \"2023-06-26 02:38:52.000000+00:00\", \"2021-11-02 00:12:38.000000+00:00\"], \"session_ids\": [\"83dc4bed-2a56-4b8a-ad52-adfe37e13d08\", \"5cacf508-a3d3-4e81-a038-c87364845f2a\", \"a5211dda-dda0-42b9-831c-dab8cabbc593\"], \"total_duration\": 1065.0, \"total_sessions\": 3, \"mean_week_duration\": 4.953}}, {\"16162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-05-02 13:20:43.000000+00:00\", \"2021-02-07 02:30:35.000000+00:00\"], \"session_ids\": [\"5ed2e5ce-5973-4870-ad5a-091a1f3ab739\", \"da759920-fdd6-4fdd-bb7d-631f33f8a8f8\"], \"total_duration\": 304.0, \"total_sessions\": 2, \"mean_week_duration\": 3.269}}, {\"45867\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-01-17 09:55:38.000000+00:00\", \"2022-06-04 22:42:18.000000+00:00\", \"2019-12-13 04:35:25.000000+00:00\"], \"session_ids\": [\"9c2f18ca-00f8-47af-89fd-f6b6ddec3f3d\", \"7e24f6bf-e819-4747-af05-3fac682adb5b\", \"c29ce93e-6dad-4a3d-900b-cab1d2cc8d76\"], \"total_duration\": 817.0, \"total_sessions\": 3, \"mean_week_duration\": 6.285}}, {\"93162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-10 04:45:36.000000+00:00\", \"2023-01-03 05:04:34.000000+00:00\"], \"session_ids\": [\"d856a1fc-eab7-4566-9039-e060ea4f43a8\", \"d67b51a7-a5d6-4cc1-912d-1dc924d83dc9\"], \"total_duration\": 326.0, \"total_sessions\": 2, \"mean_week_duration\": 1.567}}, {\"90410\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-19 02:25:27.000000+00:00\", \"2019-08-10 03:51:32.000000+00:00\", \"2019-02-12 22:38:52.000000+00:00\"], \"session_ids\": [\"2d11a4b8-b314-414c-bac6-f660277e9487\", \"0b7e098c-7f54-4b64-b8c6-7da43775205b\", \"b255766d-de24-46f6-9a87-7b6887a2ac25\"], \"total_duration\": 753.0, \"total_sessions\": 3, \"mean_week_duration\": 4.922}}, {\"9505\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-07-12 12:12:03.000000+00:00\", \"2019-10-31 01:46:59.000000+00:00\"], \"session_ids\": [\"16af3637-c332-4c74-8111-72e4d9e3842c\", \"8ee586e8-3e35-4081-889f-bf2c24ced89e\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.64}}, {\"61606\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-08-06 22:50:32.000000+00:00\", \"2022-06-04 23:49:41.000000+00:00\"], \"session_ids\": [\"95c24c2b-3414-4ea5-a028-5d81d066edb7\", \"4e33b652-ddd0-4b9b-ae33-279620e26002\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 1.845}}, {\"73972\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-06-22 08:55:10.000000+00:00\", \"2019-07-22 18:43:56.000000+00:00\"], \"session_ids\": [\"cafdb1b7-9a1f-41c1-be66-1fd1997131b8\", \"b5609546-c0de-4b86-853b-a9ca14a7234a\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 1.13}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 7 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"96688\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2019-05-18 08:24:14.000000+00:00\", \"2023-06-26 02:38:52.000000+00:00\", \"2021-11-02 00:12:38.000000+00:00\"], \"session_ids\": [\"83dc4bed-2a56-4b8a-ad52-adfe37e13d08\", \"5cacf508-a3d3-4e81-a038-c87364845f2a\", \"a5211dda-dda0-42b9-831c-dab8cabbc593\"], \"total_duration\": 1065.0, \"total_sessions\": 3, \"mean_week_duration\": 4.953}}, {\"16162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-05-02 13:20:43.000000+00:00\", \"2021-02-07 02:30:35.000000+00:00\"], \"session_ids\": [\"5ed2e5ce-5973-4870-ad5a-091a1f3ab739\", \"da759920-fdd6-4fdd-bb7d-631f33f8a8f8\"], \"total_duration\": 304.0, \"total_sessions\": 2, \"mean_week_duration\": 3.269}}, {\"45867\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-01-17 09:55:38.000000+00:00\", \"2022-06-04 22:42:18.000000+00:00\", \"2019-12-13 04:35:25.000000+00:00\"], \"session_ids\": [\"9c2f18ca-00f8-47af-89fd-f6b6ddec3f3d\", \"7e24f6bf-e819-4747-af05-3fac682adb5b\", \"c29ce93e-6dad-4a3d-900b-cab1d2cc8d76\"], \"total_duration\": 817.0, \"total_sessions\": 3, \"mean_week_duration\": 6.285}}, {\"93162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-10 04:45:36.000000+00:00\", \"2023-01-03 05:04:34.000000+00:00\"], \"session_ids\": [\"d856a1fc-eab7-4566-9039-e060ea4f43a8\", \"d67b51a7-a5d6-4cc1-912d-1dc924d83dc9\"], \"total_duration\": 326.0, \"total_sessions\": 2, \"mean_week_duration\": 1.567}}, {\"90410\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-19 02:25:27.000000+00:00\", \"2019-08-10 03:51:32.000000+00:00\", \"2019-02-12 22:38:52.000000+00:00\"], \"session_ids\": [\"2d11a4b8-b314-414c-bac6-f660277e9487\", \"0b7e098c-7f54-4b64-b8c6-7da43775205b\", \"b255766d-de24-46f6-9a87-7b6887a2ac25\"], \"total_duration\": 753.0, \"total_sessions\": 3, \"mean_week_duration\": 4.922}}, {\"9505\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-07-12 12:12:03.000000+00:00\", \"2019-10-31 01:46:59.000000+00:00\"], \"session_ids\": [\"16af3637-c332-4c74-8111-72e4d9e3842c\", \"8ee586e8-3e35-4081-889f-bf2c24ced89e\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.64}}, {\"61606\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-08-06 22:50:32.000000+00:00\", \"2022-06-04 23:49:41.000000+00:00\"], \"session_ids\": [\"95c24c2b-3414-4ea5-a028-5d81d066edb7\", \"4e33b652-ddd0-4b9b-ae33-279620e26002\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 1.845}}]\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[{\"96688\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2019-05-18 08:24:14.000000+00:00\", \"2023-06-26 02:38:52.000000+00:00\", \"2021-11-02 00:12:38.000000+00:00\"], \"session_ids\": [\"83dc4bed-2a56-4b8a-ad52-adfe37e13d08\", \"5cacf508-a3d3-4e81-a038-c87364845f2a\", \"a5211dda-dda0-42b9-831c-dab8cabbc593\"], \"total_duration\": 1065.0, \"total_sessions\": 3, \"mean_week_duration\": 4.953}}, {\"16162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-05-02 13:20:43.000000+00:00\", \"2021-02-07 02:30:35.000000+00:00\"], \"session_ids\": [\"5ed2e5ce-5973-4870-ad5a-091a1f3ab739\", \"da759920-fdd6-4fdd-bb7d-631f33f8a8f8\"], \"total_duration\": 304.0, \"total_sessions\": 2, \"mean_week_duration\": 3.269}}, {\"45867\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-01-17 09:55:38.000000+00:00\", \"2022-06-04 22:42:18.000000+00:00\", \"2019-12-13 04:35:25.000000+00:00\"], \"session_ids\": [\"9c2f18ca-00f8-47af-89fd-f6b6ddec3f3d\", \"7e24f6bf-e819-4747-af05-3fac682adb5b\", \"c29ce93e-6dad-4a3d-900b-cab1d2cc8d76\"], \"total_duration\": 817.0, \"total_sessions\": 3, \"mean_week_duration\": 6.285}}, {\"93162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-10 04:45:36.000000+00:00\", \"2023-01-03 05:04:34.000000+00:00\"], \"session_ids\": [\"d856a1fc-eab7-4566-9039-e060ea4f43a8\", \"d67b51a7-a5d6-4cc1-912d-1dc924d83dc9\"], \"total_duration\": 326.0, \"total_sessions\": 2, \"mean_week_duration\": 1.567}}, {\"90410\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-19 02:25:27.000000+00:00\", \"2019-08-10 03:51:32.000000+00:00\", \"2019-02-12 22:38:52.000000+00:00\"], \"session_ids\": [\"2d11a4b8-b314-414c-bac6-f660277e9487\", \"0b7e098c-7f54-4b64-b8c6-7da43775205b\", \"b255766d-de24-46f6-9a87-7b6887a2ac25\"], \"total_duration\": 753.0, \"total_sessions\": 3, \"mean_week_duration\": 4.922}}, {\"9505\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-07-12 12:12:03.000000+00:00\", \"2019-10-31 01:46:59.000000+00:00\"], \"session_ids\": [\"16af3637-c332-4c74-8111-72e4d9e3842c\", \"8ee586e8-3e35-4081-889f-bf2c24ced89e\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.64}}, {\"61606\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-08-06 22:50:32.000000+00:00\", \"2022-06-04 23:49:41.000000+00:00\"], \"session_ids\": [\"95c24c2b-3414-4ea5-a028-5d81d066edb7\", \"4e33b652-ddd0-4b9b-ae33-279620e26002\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 1.845}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me regarding 8 users who aren't residing in cities Nairobi, Warsaw, Bridgetown, Helsinki, Belize City, Moscow, Vienna, Ho Chi Minh City and in addition perform sorting by name of the city in desc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"10450\": {\"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\": \"Bridgetown\", \"datetimes\": [\"2020-10-28 03:38:18.000000+00:00\", \"2022-11-07 17:25:26.000000+00:00\"], \"session_ids\": [\"d70792d8-051e-46ba-95c1-b7c604934585\", \"f92af381-a474-466e-b7b0-49060863eb6a\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.406}, \"20584\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2019-07-09 01:35:02.000000+00:00\", \"2020-01-11 19:57:58.000000+00:00\", \"2020-03-18 21:31:55.000000+00:00\", \"2019-01-19 12:37:19.000000+00:00\", \"2023-04-12 18:37:51.000000+00:00\", \"2020-09-19 19:27:58.000000+00:00\", \"2019-04-17 09:18:16.000000+00:00\", \"2019-01-22 18:07:36.000000+00:00\"], \"session_ids\": [\"c8fae61d-2673-428a-9cbe-766fb1ec80c7\", \"2aa5f22f-ff86-4945-9982-3e0986ee685f\", \"2a1f74d1-d775-4ab3-b641-dc210b7c30a8\", \"cd2c4505-a2b2-4549-943f-f481250d41d4\", \"13a9e32d-be25-4860-b259-0e3a3001f759\", \"7d81c89f-8bff-4da0-a215-809620a43703\", \"0d9f1067-745b-41e6-89bd-91c851d2eb42\", \"dc44f45e-823f-4535-81cf-09a3d998ed55\"], \"total_duration\": 6381.0, \"total_sessions\": 8, \"mean_week_duration\": 28.873}, \"23059\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-06-17 02:49:55.000000+00:00\", \"2022-10-31 18:03:08.000000+00:00\", \"2020-06-11 12:23:57.000000+00:00\", \"2021-06-30 15:13:05.000000+00:00\", \"2020-10-23 21:52:35.000000+00:00\", \"2022-11-17 00:43:38.000000+00:00\", \"2021-12-25 05:28:22.000000+00:00\", \"2019-05-09 11:19:07.000000+00:00\", \"2020-06-21 08:28:55.000000+00:00\", \"2020-06-25 15:47:05.000000+00:00\", \"2020-11-13 20:21:54.000000+00:00\"], \"session_ids\": [\"858e3bf3-0432-4f61-9a31-6f609ad2c0c7\", \"36a14adf-d145-4d7e-a21e-e154eda553f5\", \"56d5026a-5e10-417d-93d8-6c69ea383a78\", \"ed444b46-d7f6-4e8c-8ac2-607bbe01757b\", \"8c4083ac-f9d7-4029-9e59-dc8be2d52dcb\", \"586294ba-ece5-4a1a-b67d-e73adc5f2b00\", \"2c0d5551-77bb-4ad3-a0e7-126194429643\", \"1ec1048c-c3a7-46b3-8110-14367f9910b9\", \"68cda6d5-9c60-4b73-a0bd-aca34f688253\", \"6e935bfc-6677-476e-9fc4-ecdd7df317a7\", \"86fa4c64-610d-47bc-b0de-eb46d94bd7bc\"], \"total_duration\": 30776.0, \"total_sessions\": 11, \"mean_week_duration\": 167.261}, \"5789\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-03-28 09:11:39.000000+00:00\", \"2022-10-04 20:01:19.000000+00:00\", \"2022-12-20 12:01:21.000000+00:00\", \"2020-09-13 11:10:47.000000+00:00\"], \"session_ids\": [\"d042281f-5e76-4572-8466-d17222880df0\", \"07f0f0d8-b592-421f-834c-d99f5ca33eae\", \"3e5162ad-4255-4037-bd09-69a109d33469\", \"b3e454a6-e181-48df-85b4-aeefab094d57\"], \"total_duration\": 1115.0, \"total_sessions\": 4, \"mean_week_duration\": 5.718}, \"38791\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-06-11 00:38:33.000000+00:00\", \"2019-09-29 13:42:04.000000+00:00\"], \"session_ids\": [\"3e3d14b1-fc09-4a7d-a6d5-d900dce2a900\", \"0b73fc32-28ef-49b4-87ad-8d071c9eab63\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 2.324}, \"4582\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-01-26 14:28:00.000000+00:00\", \"2022-06-20 23:16:00.000000+00:00\", \"2021-12-09 21:14:14.000000+00:00\", \"2020-02-16 14:57:12.000000+00:00\"], \"session_ids\": [\"44d6901f-a0fa-4f4e-9dae-f637a812189e\", \"1033f263-0afd-4be0-8ae7-ac35e544ae40\", \"b1c55c1f-5fa0-441c-acf9-76b4439b501d\", \"078ba31a-6cca-421e-bec4-ae38c7bf6246\"], \"total_duration\": 1312.0, \"total_sessions\": 4, \"mean_week_duration\": 8.519}, \"31222\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 7, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-08-03 13:37:08.000000+00:00\", \"2019-04-02 08:03:27.000000+00:00\", \"2019-06-15 23:08:40.000000+00:00\"], \"session_ids\": [\"36a13b0d-3aa4-489f-83ac-05639961b966\", \"b54797f1-f0fb-4e7d-85de-cd1523c43175\", \"40653371-1505-496f-a2a6-3c181b9c4107\"], \"total_duration\": 33.0, \"total_sessions\": 3, \"mean_week_duration\": 0.471}, \"88088\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-10-17 22:07:27.000000+00:00\", \"2020-04-24 07:12:30.000000+00:00\", \"2019-06-16 21:38:17.000000+00:00\", \"2022-02-21 21:26:10.000000+00:00\", \"2023-01-18 09:53:22.000000+00:00\", \"2020-11-24 22:45:32.000000+00:00\", \"2022-12-04 05:46:24.000000+00:00\", \"2021-04-08 06:48:10.000000+00:00\", \"2020-09-01 18:48:43.000000+00:00\", \"2020-11-21 23:07:44.000000+00:00\"], \"session_ids\": [\"4529617d-4789-41d6-88aa-d243fd18ceab\", \"6cbe3871-05df-4d86-a676-77932d895ce2\", \"f87d8299-757d-478b-b064-655740caff85\", \"3441ac79-f930-4c30-9850-06870d8e3826\", \"7d4d3956-bc86-44d2-a96a-8976f1a82906\", \"ee4d45d1-5444-4ef7-84be-2bc94c79c688\", \"9ba1caa3-5692-4771-bf79-68419bdd6163\", \"1cb2adc6-1a14-4026-8d0a-f3293fe84c01\", \"64d5a1df-8508-4dec-bffd-f12fefa9a8ff\", \"9bca4043-5fe0-48b7-ba4d-ef3713097e94\"], \"total_duration\": 22414.0, \"total_sessions\": 10, \"mean_week_duration\": 119.223}, \"64362\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-07-20 04:06:27.000000+00:00\", \"2020-12-06 08:03:16.000000+00:00\"], \"session_ids\": [\"ef76c075-f899-41b6-8d9c-5ae8331cb0b9\", \"de1431a3-3e2a-4c7a-b7cc-ca4bce1d35af\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.353}, \"90393\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-11-20 15:31:35.000000+00:00\", \"2022-04-21 01:51:47.000000+00:00\", \"2020-07-08 17:33:32.000000+00:00\"], \"session_ids\": [\"4bfc4d22-ecca-47fb-832c-13a1ce46ebfb\", \"66e09953-dffa-4f60-9007-2b15fc72988b\", \"1f9ed5a2-8d5f-4b4c-a364-dcdf800fc060\"], \"total_duration\": 257.0, \"total_sessions\": 3, \"mean_week_duration\": 2.763}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Nairobi, Warsaw, Bridgetown, Helsinki, Belize City, Moscow, Vienna, Ho Chi Minh City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Nairobi\", \"Warsaw\", \"Bridgetown\", \"Helsinki\", \"Belize City\", \"Moscow\", \"Vienna\", \"Ho Chi Minh City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"20584\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2019-07-09 01:35:02.000000+00:00\", \"2020-01-11 19:57:58.000000+00:00\", \"2020-03-18 21:31:55.000000+00:00\", \"2019-01-19 12:37:19.000000+00:00\", \"2023-04-12 18:37:51.000000+00:00\", \"2020-09-19 19:27:58.000000+00:00\", \"2019-04-17 09:18:16.000000+00:00\", \"2019-01-22 18:07:36.000000+00:00\"], \"session_ids\": [\"c8fae61d-2673-428a-9cbe-766fb1ec80c7\", \"2aa5f22f-ff86-4945-9982-3e0986ee685f\", \"2a1f74d1-d775-4ab3-b641-dc210b7c30a8\", \"cd2c4505-a2b2-4549-943f-f481250d41d4\", \"13a9e32d-be25-4860-b259-0e3a3001f759\", \"7d81c89f-8bff-4da0-a215-809620a43703\", \"0d9f1067-745b-41e6-89bd-91c851d2eb42\", \"dc44f45e-823f-4535-81cf-09a3d998ed55\"], \"total_duration\": 6381.0, \"total_sessions\": 8, \"mean_week_duration\": 28.873}, \"23059\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-06-17 02:49:55.000000+00:00\", \"2022-10-31 18:03:08.000000+00:00\", \"2020-06-11 12:23:57.000000+00:00\", \"2021-06-30 15:13:05.000000+00:00\", \"2020-10-23 21:52:35.000000+00:00\", \"2022-11-17 00:43:38.000000+00:00\", \"2021-12-25 05:28:22.000000+00:00\", \"2019-05-09 11:19:07.000000+00:00\", \"2020-06-21 08:28:55.000000+00:00\", \"2020-06-25 15:47:05.000000+00:00\", \"2020-11-13 20:21:54.000000+00:00\"], \"session_ids\": [\"858e3bf3-0432-4f61-9a31-6f609ad2c0c7\", \"36a14adf-d145-4d7e-a21e-e154eda553f5\", \"56d5026a-5e10-417d-93d8-6c69ea383a78\", \"ed444b46-d7f6-4e8c-8ac2-607bbe01757b\", \"8c4083ac-f9d7-4029-9e59-dc8be2d52dcb\", \"586294ba-ece5-4a1a-b67d-e73adc5f2b00\", \"2c0d5551-77bb-4ad3-a0e7-126194429643\", \"1ec1048c-c3a7-46b3-8110-14367f9910b9\", \"68cda6d5-9c60-4b73-a0bd-aca34f688253\", \"6e935bfc-6677-476e-9fc4-ecdd7df317a7\", \"86fa4c64-610d-47bc-b0de-eb46d94bd7bc\"], \"total_duration\": 30776.0, \"total_sessions\": 11, \"mean_week_duration\": 167.261}, \"5789\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-03-28 09:11:39.000000+00:00\", \"2022-10-04 20:01:19.000000+00:00\", \"2022-12-20 12:01:21.000000+00:00\", \"2020-09-13 11:10:47.000000+00:00\"], \"session_ids\": [\"d042281f-5e76-4572-8466-d17222880df0\", \"07f0f0d8-b592-421f-834c-d99f5ca33eae\", \"3e5162ad-4255-4037-bd09-69a109d33469\", \"b3e454a6-e181-48df-85b4-aeefab094d57\"], \"total_duration\": 1115.0, \"total_sessions\": 4, \"mean_week_duration\": 5.718}, \"4582\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-01-26 14:28:00.000000+00:00\", \"2022-06-20 23:16:00.000000+00:00\", \"2021-12-09 21:14:14.000000+00:00\", \"2020-02-16 14:57:12.000000+00:00\"], \"session_ids\": [\"44d6901f-a0fa-4f4e-9dae-f637a812189e\", \"1033f263-0afd-4be0-8ae7-ac35e544ae40\", \"b1c55c1f-5fa0-441c-acf9-76b4439b501d\", \"078ba31a-6cca-421e-bec4-ae38c7bf6246\"], \"total_duration\": 1312.0, \"total_sessions\": 4, \"mean_week_duration\": 8.519}, \"31222\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 7, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-08-03 13:37:08.000000+00:00\", \"2019-04-02 08:03:27.000000+00:00\", \"2019-06-15 23:08:40.000000+00:00\"], \"session_ids\": [\"36a13b0d-3aa4-489f-83ac-05639961b966\", \"b54797f1-f0fb-4e7d-85de-cd1523c43175\", \"40653371-1505-496f-a2a6-3c181b9c4107\"], \"total_duration\": 33.0, \"total_sessions\": 3, \"mean_week_duration\": 0.471}, \"88088\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-10-17 22:07:27.000000+00:00\", \"2020-04-24 07:12:30.000000+00:00\", \"2019-06-16 21:38:17.000000+00:00\", \"2022-02-21 21:26:10.000000+00:00\", \"2023-01-18 09:53:22.000000+00:00\", \"2020-11-24 22:45:32.000000+00:00\", \"2022-12-04 05:46:24.000000+00:00\", \"2021-04-08 06:48:10.000000+00:00\", \"2020-09-01 18:48:43.000000+00:00\", \"2020-11-21 23:07:44.000000+00:00\"], \"session_ids\": [\"4529617d-4789-41d6-88aa-d243fd18ceab\", \"6cbe3871-05df-4d86-a676-77932d895ce2\", \"f87d8299-757d-478b-b064-655740caff85\", \"3441ac79-f930-4c30-9850-06870d8e3826\", \"7d4d3956-bc86-44d2-a96a-8976f1a82906\", \"ee4d45d1-5444-4ef7-84be-2bc94c79c688\", \"9ba1caa3-5692-4771-bf79-68419bdd6163\", \"1cb2adc6-1a14-4026-8d0a-f3293fe84c01\", \"64d5a1df-8508-4dec-bffd-f12fefa9a8ff\", \"9bca4043-5fe0-48b7-ba4d-ef3713097e94\"], \"total_duration\": 22414.0, \"total_sessions\": 10, \"mean_week_duration\": 119.223}, \"64362\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-07-20 04:06:27.000000+00:00\", \"2020-12-06 08:03:16.000000+00:00\"], \"session_ids\": [\"ef76c075-f899-41b6-8d9c-5ae8331cb0b9\", \"de1431a3-3e2a-4c7a-b7cc-ca4bce1d35af\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.353}, \"90393\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-11-20 15:31:35.000000+00:00\", \"2022-04-21 01:51:47.000000+00:00\", \"2020-07-08 17:33:32.000000+00:00\"], \"session_ids\": [\"4bfc4d22-ecca-47fb-832c-13a1ce46ebfb\", \"66e09953-dffa-4f60-9007-2b15fc72988b\", \"1f9ed5a2-8d5f-4b4c-a364-dcdf800fc060\"], \"total_duration\": 257.0, \"total_sessions\": 3, \"mean_week_duration\": 2.763}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"31222\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 7, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-08-03 13:37:08.000000+00:00\", \"2019-04-02 08:03:27.000000+00:00\", \"2019-06-15 23:08:40.000000+00:00\"], \"session_ids\": [\"36a13b0d-3aa4-489f-83ac-05639961b966\", \"b54797f1-f0fb-4e7d-85de-cd1523c43175\", \"40653371-1505-496f-a2a6-3c181b9c4107\"], \"total_duration\": 33.0, \"total_sessions\": 3, \"mean_week_duration\": 0.471}}, {\"64362\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-07-20 04:06:27.000000+00:00\", \"2020-12-06 08:03:16.000000+00:00\"], \"session_ids\": [\"ef76c075-f899-41b6-8d9c-5ae8331cb0b9\", \"de1431a3-3e2a-4c7a-b7cc-ca4bce1d35af\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.353}}, {\"4582\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-01-26 14:28:00.000000+00:00\", \"2022-06-20 23:16:00.000000+00:00\", \"2021-12-09 21:14:14.000000+00:00\", \"2020-02-16 14:57:12.000000+00:00\"], \"session_ids\": [\"44d6901f-a0fa-4f4e-9dae-f637a812189e\", \"1033f263-0afd-4be0-8ae7-ac35e544ae40\", \"b1c55c1f-5fa0-441c-acf9-76b4439b501d\", \"078ba31a-6cca-421e-bec4-ae38c7bf6246\"], \"total_duration\": 1312.0, \"total_sessions\": 4, \"mean_week_duration\": 8.519}}, {\"88088\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-10-17 22:07:27.000000+00:00\", \"2020-04-24 07:12:30.000000+00:00\", \"2019-06-16 21:38:17.000000+00:00\", \"2022-02-21 21:26:10.000000+00:00\", \"2023-01-18 09:53:22.000000+00:00\", \"2020-11-24 22:45:32.000000+00:00\", \"2022-12-04 05:46:24.000000+00:00\", \"2021-04-08 06:48:10.000000+00:00\", \"2020-09-01 18:48:43.000000+00:00\", \"2020-11-21 23:07:44.000000+00:00\"], \"session_ids\": [\"4529617d-4789-41d6-88aa-d243fd18ceab\", \"6cbe3871-05df-4d86-a676-77932d895ce2\", \"f87d8299-757d-478b-b064-655740caff85\", \"3441ac79-f930-4c30-9850-06870d8e3826\", \"7d4d3956-bc86-44d2-a96a-8976f1a82906\", \"ee4d45d1-5444-4ef7-84be-2bc94c79c688\", \"9ba1caa3-5692-4771-bf79-68419bdd6163\", \"1cb2adc6-1a14-4026-8d0a-f3293fe84c01\", \"64d5a1df-8508-4dec-bffd-f12fefa9a8ff\", \"9bca4043-5fe0-48b7-ba4d-ef3713097e94\"], \"total_duration\": 22414.0, \"total_sessions\": 10, \"mean_week_duration\": 119.223}}, {\"5789\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-03-28 09:11:39.000000+00:00\", \"2022-10-04 20:01:19.000000+00:00\", \"2022-12-20 12:01:21.000000+00:00\", \"2020-09-13 11:10:47.000000+00:00\"], \"session_ids\": [\"d042281f-5e76-4572-8466-d17222880df0\", \"07f0f0d8-b592-421f-834c-d99f5ca33eae\", \"3e5162ad-4255-4037-bd09-69a109d33469\", \"b3e454a6-e181-48df-85b4-aeefab094d57\"], \"total_duration\": 1115.0, \"total_sessions\": 4, \"mean_week_duration\": 5.718}}, {\"23059\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-06-17 02:49:55.000000+00:00\", \"2022-10-31 18:03:08.000000+00:00\", \"2020-06-11 12:23:57.000000+00:00\", \"2021-06-30 15:13:05.000000+00:00\", \"2020-10-23 21:52:35.000000+00:00\", \"2022-11-17 00:43:38.000000+00:00\", \"2021-12-25 05:28:22.000000+00:00\", \"2019-05-09 11:19:07.000000+00:00\", \"2020-06-21 08:28:55.000000+00:00\", \"2020-06-25 15:47:05.000000+00:00\", \"2020-11-13 20:21:54.000000+00:00\"], \"session_ids\": [\"858e3bf3-0432-4f61-9a31-6f609ad2c0c7\", \"36a14adf-d145-4d7e-a21e-e154eda553f5\", \"56d5026a-5e10-417d-93d8-6c69ea383a78\", \"ed444b46-d7f6-4e8c-8ac2-607bbe01757b\", \"8c4083ac-f9d7-4029-9e59-dc8be2d52dcb\", \"586294ba-ece5-4a1a-b67d-e73adc5f2b00\", \"2c0d5551-77bb-4ad3-a0e7-126194429643\", \"1ec1048c-c3a7-46b3-8110-14367f9910b9\", \"68cda6d5-9c60-4b73-a0bd-aca34f688253\", \"6e935bfc-6677-476e-9fc4-ecdd7df317a7\", \"86fa4c64-610d-47bc-b0de-eb46d94bd7bc\"], \"total_duration\": 30776.0, \"total_sessions\": 11, \"mean_week_duration\": 167.261}}, {\"90393\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-11-20 15:31:35.000000+00:00\", \"2022-04-21 01:51:47.000000+00:00\", \"2020-07-08 17:33:32.000000+00:00\"], \"session_ids\": [\"4bfc4d22-ecca-47fb-832c-13a1ce46ebfb\", \"66e09953-dffa-4f60-9007-2b15fc72988b\", \"1f9ed5a2-8d5f-4b4c-a364-dcdf800fc060\"], \"total_duration\": 257.0, \"total_sessions\": 3, \"mean_week_duration\": 2.763}}, {\"20584\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2019-07-09 01:35:02.000000+00:00\", \"2020-01-11 19:57:58.000000+00:00\", \"2020-03-18 21:31:55.000000+00:00\", \"2019-01-19 12:37:19.000000+00:00\", \"2023-04-12 18:37:51.000000+00:00\", \"2020-09-19 19:27:58.000000+00:00\", \"2019-04-17 09:18:16.000000+00:00\", \"2019-01-22 18:07:36.000000+00:00\"], \"session_ids\": [\"c8fae61d-2673-428a-9cbe-766fb1ec80c7\", \"2aa5f22f-ff86-4945-9982-3e0986ee685f\", \"2a1f74d1-d775-4ab3-b641-dc210b7c30a8\", \"cd2c4505-a2b2-4549-943f-f481250d41d4\", \"13a9e32d-be25-4860-b259-0e3a3001f759\", \"7d81c89f-8bff-4da0-a215-809620a43703\", \"0d9f1067-745b-41e6-89bd-91c851d2eb42\", \"dc44f45e-823f-4535-81cf-09a3d998ed55\"], \"total_duration\": 6381.0, \"total_sessions\": 8, \"mean_week_duration\": 28.873}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 8 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"31222\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 7, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-08-03 13:37:08.000000+00:00\", \"2019-04-02 08:03:27.000000+00:00\", \"2019-06-15 23:08:40.000000+00:00\"], \"session_ids\": [\"36a13b0d-3aa4-489f-83ac-05639961b966\", \"b54797f1-f0fb-4e7d-85de-cd1523c43175\", \"40653371-1505-496f-a2a6-3c181b9c4107\"], \"total_duration\": 33.0, \"total_sessions\": 3, \"mean_week_duration\": 0.471}}, {\"64362\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-07-20 04:06:27.000000+00:00\", \"2020-12-06 08:03:16.000000+00:00\"], \"session_ids\": [\"ef76c075-f899-41b6-8d9c-5ae8331cb0b9\", \"de1431a3-3e2a-4c7a-b7cc-ca4bce1d35af\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.353}}, {\"4582\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-01-26 14:28:00.000000+00:00\", \"2022-06-20 23:16:00.000000+00:00\", \"2021-12-09 21:14:14.000000+00:00\", \"2020-02-16 14:57:12.000000+00:00\"], \"session_ids\": [\"44d6901f-a0fa-4f4e-9dae-f637a812189e\", \"1033f263-0afd-4be0-8ae7-ac35e544ae40\", \"b1c55c1f-5fa0-441c-acf9-76b4439b501d\", \"078ba31a-6cca-421e-bec4-ae38c7bf6246\"], \"total_duration\": 1312.0, \"total_sessions\": 4, \"mean_week_duration\": 8.519}}, {\"88088\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-10-17 22:07:27.000000+00:00\", \"2020-04-24 07:12:30.000000+00:00\", \"2019-06-16 21:38:17.000000+00:00\", \"2022-02-21 21:26:10.000000+00:00\", \"2023-01-18 09:53:22.000000+00:00\", \"2020-11-24 22:45:32.000000+00:00\", \"2022-12-04 05:46:24.000000+00:00\", \"2021-04-08 06:48:10.000000+00:00\", \"2020-09-01 18:48:43.000000+00:00\", \"2020-11-21 23:07:44.000000+00:00\"], \"session_ids\": [\"4529617d-4789-41d6-88aa-d243fd18ceab\", \"6cbe3871-05df-4d86-a676-77932d895ce2\", \"f87d8299-757d-478b-b064-655740caff85\", \"3441ac79-f930-4c30-9850-06870d8e3826\", \"7d4d3956-bc86-44d2-a96a-8976f1a82906\", \"ee4d45d1-5444-4ef7-84be-2bc94c79c688\", \"9ba1caa3-5692-4771-bf79-68419bdd6163\", \"1cb2adc6-1a14-4026-8d0a-f3293fe84c01\", \"64d5a1df-8508-4dec-bffd-f12fefa9a8ff\", \"9bca4043-5fe0-48b7-ba4d-ef3713097e94\"], \"total_duration\": 22414.0, \"total_sessions\": 10, \"mean_week_duration\": 119.223}}, {\"5789\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-03-28 09:11:39.000000+00:00\", \"2022-10-04 20:01:19.000000+00:00\", \"2022-12-20 12:01:21.000000+00:00\", \"2020-09-13 11:10:47.000000+00:00\"], \"session_ids\": [\"d042281f-5e76-4572-8466-d17222880df0\", \"07f0f0d8-b592-421f-834c-d99f5ca33eae\", \"3e5162ad-4255-4037-bd09-69a109d33469\", \"b3e454a6-e181-48df-85b4-aeefab094d57\"], \"total_duration\": 1115.0, \"total_sessions\": 4, \"mean_week_duration\": 5.718}}, {\"23059\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-06-17 02:49:55.000000+00:00\", \"2022-10-31 18:03:08.000000+00:00\", \"2020-06-11 12:23:57.000000+00:00\", \"2021-06-30 15:13:05.000000+00:00\", \"2020-10-23 21:52:35.000000+00:00\", \"2022-11-17 00:43:38.000000+00:00\", \"2021-12-25 05:28:22.000000+00:00\", \"2019-05-09 11:19:07.000000+00:00\", \"2020-06-21 08:28:55.000000+00:00\", \"2020-06-25 15:47:05.000000+00:00\", \"2020-11-13 20:21:54.000000+00:00\"], \"session_ids\": [\"858e3bf3-0432-4f61-9a31-6f609ad2c0c7\", \"36a14adf-d145-4d7e-a21e-e154eda553f5\", \"56d5026a-5e10-417d-93d8-6c69ea383a78\", \"ed444b46-d7f6-4e8c-8ac2-607bbe01757b\", \"8c4083ac-f9d7-4029-9e59-dc8be2d52dcb\", \"586294ba-ece5-4a1a-b67d-e73adc5f2b00\", \"2c0d5551-77bb-4ad3-a0e7-126194429643\", \"1ec1048c-c3a7-46b3-8110-14367f9910b9\", \"68cda6d5-9c60-4b73-a0bd-aca34f688253\", \"6e935bfc-6677-476e-9fc4-ecdd7df317a7\", \"86fa4c64-610d-47bc-b0de-eb46d94bd7bc\"], \"total_duration\": 30776.0, \"total_sessions\": 11, \"mean_week_duration\": 167.261}}, {\"90393\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-11-20 15:31:35.000000+00:00\", \"2022-04-21 01:51:47.000000+00:00\", \"2020-07-08 17:33:32.000000+00:00\"], \"session_ids\": [\"4bfc4d22-ecca-47fb-832c-13a1ce46ebfb\", \"66e09953-dffa-4f60-9007-2b15fc72988b\", \"1f9ed5a2-8d5f-4b4c-a364-dcdf800fc060\"], \"total_duration\": 257.0, \"total_sessions\": 3, \"mean_week_duration\": 2.763}}, {\"20584\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2019-07-09 01:35:02.000000+00:00\", \"2020-01-11 19:57:58.000000+00:00\", \"2020-03-18 21:31:55.000000+00:00\", \"2019-01-19 12:37:19.000000+00:00\", \"2023-04-12 18:37:51.000000+00:00\", \"2020-09-19 19:27:58.000000+00:00\", \"2019-04-17 09:18:16.000000+00:00\", \"2019-01-22 18:07:36.000000+00:00\"], \"session_ids\": [\"c8fae61d-2673-428a-9cbe-766fb1ec80c7\", \"2aa5f22f-ff86-4945-9982-3e0986ee685f\", \"2a1f74d1-d775-4ab3-b641-dc210b7c30a8\", \"cd2c4505-a2b2-4549-943f-f481250d41d4\", \"13a9e32d-be25-4860-b259-0e3a3001f759\", \"7d81c89f-8bff-4da0-a215-809620a43703\", \"0d9f1067-745b-41e6-89bd-91c851d2eb42\", \"dc44f45e-823f-4535-81cf-09a3d998ed55\"], \"total_duration\": 6381.0, \"total_sessions\": 8, \"mean_week_duration\": 28.873}}]\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[{\"31222\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 7, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-08-03 13:37:08.000000+00:00\", \"2019-04-02 08:03:27.000000+00:00\", \"2019-06-15 23:08:40.000000+00:00\"], \"session_ids\": [\"36a13b0d-3aa4-489f-83ac-05639961b966\", \"b54797f1-f0fb-4e7d-85de-cd1523c43175\", \"40653371-1505-496f-a2a6-3c181b9c4107\"], \"total_duration\": 33.0, \"total_sessions\": 3, \"mean_week_duration\": 0.471}}, {\"64362\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-07-20 04:06:27.000000+00:00\", \"2020-12-06 08:03:16.000000+00:00\"], \"session_ids\": [\"ef76c075-f899-41b6-8d9c-5ae8331cb0b9\", \"de1431a3-3e2a-4c7a-b7cc-ca4bce1d35af\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.353}}, {\"4582\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-01-26 14:28:00.000000+00:00\", \"2022-06-20 23:16:00.000000+00:00\", \"2021-12-09 21:14:14.000000+00:00\", \"2020-02-16 14:57:12.000000+00:00\"], \"session_ids\": [\"44d6901f-a0fa-4f4e-9dae-f637a812189e\", \"1033f263-0afd-4be0-8ae7-ac35e544ae40\", \"b1c55c1f-5fa0-441c-acf9-76b4439b501d\", \"078ba31a-6cca-421e-bec4-ae38c7bf6246\"], \"total_duration\": 1312.0, \"total_sessions\": 4, \"mean_week_duration\": 8.519}}, {\"88088\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-10-17 22:07:27.000000+00:00\", \"2020-04-24 07:12:30.000000+00:00\", \"2019-06-16 21:38:17.000000+00:00\", \"2022-02-21 21:26:10.000000+00:00\", \"2023-01-18 09:53:22.000000+00:00\", \"2020-11-24 22:45:32.000000+00:00\", \"2022-12-04 05:46:24.000000+00:00\", \"2021-04-08 06:48:10.000000+00:00\", \"2020-09-01 18:48:43.000000+00:00\", \"2020-11-21 23:07:44.000000+00:00\"], \"session_ids\": [\"4529617d-4789-41d6-88aa-d243fd18ceab\", \"6cbe3871-05df-4d86-a676-77932d895ce2\", \"f87d8299-757d-478b-b064-655740caff85\", \"3441ac79-f930-4c30-9850-06870d8e3826\", \"7d4d3956-bc86-44d2-a96a-8976f1a82906\", \"ee4d45d1-5444-4ef7-84be-2bc94c79c688\", \"9ba1caa3-5692-4771-bf79-68419bdd6163\", \"1cb2adc6-1a14-4026-8d0a-f3293fe84c01\", \"64d5a1df-8508-4dec-bffd-f12fefa9a8ff\", \"9bca4043-5fe0-48b7-ba4d-ef3713097e94\"], \"total_duration\": 22414.0, \"total_sessions\": 10, \"mean_week_duration\": 119.223}}, {\"5789\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-03-28 09:11:39.000000+00:00\", \"2022-10-04 20:01:19.000000+00:00\", \"2022-12-20 12:01:21.000000+00:00\", \"2020-09-13 11:10:47.000000+00:00\"], \"session_ids\": [\"d042281f-5e76-4572-8466-d17222880df0\", \"07f0f0d8-b592-421f-834c-d99f5ca33eae\", \"3e5162ad-4255-4037-bd09-69a109d33469\", \"b3e454a6-e181-48df-85b4-aeefab094d57\"], \"total_duration\": 1115.0, \"total_sessions\": 4, \"mean_week_duration\": 5.718}}, {\"23059\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-06-17 02:49:55.000000+00:00\", \"2022-10-31 18:03:08.000000+00:00\", \"2020-06-11 12:23:57.000000+00:00\", \"2021-06-30 15:13:05.000000+00:00\", \"2020-10-23 21:52:35.000000+00:00\", \"2022-11-17 00:43:38.000000+00:00\", \"2021-12-25 05:28:22.000000+00:00\", \"2019-05-09 11:19:07.000000+00:00\", \"2020-06-21 08:28:55.000000+00:00\", \"2020-06-25 15:47:05.000000+00:00\", \"2020-11-13 20:21:54.000000+00:00\"], \"session_ids\": [\"858e3bf3-0432-4f61-9a31-6f609ad2c0c7\", \"36a14adf-d145-4d7e-a21e-e154eda553f5\", \"56d5026a-5e10-417d-93d8-6c69ea383a78\", \"ed444b46-d7f6-4e8c-8ac2-607bbe01757b\", \"8c4083ac-f9d7-4029-9e59-dc8be2d52dcb\", \"586294ba-ece5-4a1a-b67d-e73adc5f2b00\", \"2c0d5551-77bb-4ad3-a0e7-126194429643\", \"1ec1048c-c3a7-46b3-8110-14367f9910b9\", \"68cda6d5-9c60-4b73-a0bd-aca34f688253\", \"6e935bfc-6677-476e-9fc4-ecdd7df317a7\", \"86fa4c64-610d-47bc-b0de-eb46d94bd7bc\"], \"total_duration\": 30776.0, \"total_sessions\": 11, \"mean_week_duration\": 167.261}}, {\"90393\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-11-20 15:31:35.000000+00:00\", \"2022-04-21 01:51:47.000000+00:00\", \"2020-07-08 17:33:32.000000+00:00\"], \"session_ids\": [\"4bfc4d22-ecca-47fb-832c-13a1ce46ebfb\", \"66e09953-dffa-4f60-9007-2b15fc72988b\", \"1f9ed5a2-8d5f-4b4c-a364-dcdf800fc060\"], \"total_duration\": 257.0, \"total_sessions\": 3, \"mean_week_duration\": 2.763}}, {\"20584\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2019-07-09 01:35:02.000000+00:00\", \"2020-01-11 19:57:58.000000+00:00\", \"2020-03-18 21:31:55.000000+00:00\", \"2019-01-19 12:37:19.000000+00:00\", \"2023-04-12 18:37:51.000000+00:00\", \"2020-09-19 19:27:58.000000+00:00\", \"2019-04-17 09:18:16.000000+00:00\", \"2019-01-22 18:07:36.000000+00:00\"], \"session_ids\": [\"c8fae61d-2673-428a-9cbe-766fb1ec80c7\", \"2aa5f22f-ff86-4945-9982-3e0986ee685f\", \"2a1f74d1-d775-4ab3-b641-dc210b7c30a8\", \"cd2c4505-a2b2-4549-943f-f481250d41d4\", \"13a9e32d-be25-4860-b259-0e3a3001f759\", \"7d81c89f-8bff-4da0-a215-809620a43703\", \"0d9f1067-745b-41e6-89bd-91c851d2eb42\", \"dc44f45e-823f-4535-81cf-09a3d998ed55\"], \"total_duration\": 6381.0, \"total_sessions\": 8, \"mean_week_duration\": 28.873}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about users who have the lowest time spent on the site plus sort by overall duration of sessions per week descendingly."
}
] |
[
{
"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{\"65179\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-11-17 06:29:32.000000+00:00\", \"2020-05-21 03:44:12.000000+00:00\", \"2023-06-21 06:08:38.000000+00:00\", \"2020-07-23 05:29:56.000000+00:00\", \"2021-04-16 14:30:54.000000+00:00\"], \"session_ids\": [\"22805329-54b5-4540-b3e3-55e8321361dd\", \"fceec926-b0fd-4a51-8a65-f58f6d6895d7\", \"5c978bb2-9fa3-4501-8c80-5e5d7f2da1bf\", \"c5e20e7d-1ab4-44d5-9007-0cc3abbdd4ff\", \"0729ad67-e2b2-42de-b6e7-d05369d7f949\"], \"total_duration\": 3901.0, \"total_sessions\": 5, \"mean_week_duration\": 24.23}, \"18033\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-07-16 22:00:54.000000+00:00\", \"2021-05-02 13:36:47.000000+00:00\", \"2019-05-23 04:34:52.000000+00:00\"], \"session_ids\": [\"8fd9708e-6ec7-46dc-b787-da22558d3607\", \"bcbdfb46-dc45-4c67-83f0-b49f95e484ab\", \"d86b97c6-93cd-49f3-bb87-4e938a1a8805\"], \"total_duration\": 26.0, \"total_sessions\": 3, \"mean_week_duration\": 0.23}, \"16161\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-07-05 14:36:09.000000+00:00\", \"2022-11-30 12:04:56.000000+00:00\"], \"session_ids\": [\"489575ca-c2b5-4439-8687-0fb6c5e76f84\", \"3fb707ce-9cbc-4a65-a707-ff6e57d94e86\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 3.095}, \"27064\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-10-17 09:09:05.000000+00:00\", \"2022-04-15 02:52:23.000000+00:00\"], \"session_ids\": [\"a9dfbad7-591a-4631-9527-8ec23005741a\", \"6ca7899c-363b-407b-b85e-2049115dcb92\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 2.962}, \"58432\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-05-08 04:53:02.000000+00:00\", \"2021-03-09 19:11:57.000000+00:00\"], \"session_ids\": [\"f84c84de-c3ca-4ce3-8ce8-02b7a36c8ae0\", \"35c975b3-3b97-45a6-b1a8-d5d877e01988\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 3.25}, \"94976\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-02-28 01:46:19.000000+00:00\", \"2020-09-08 11:49:23.000000+00:00\"], \"session_ids\": [\"efd167b0-8a3d-4b95-bad4-0a6481202e23\", \"b2975b3e-53b1-4341-a7d4-e85bb0177ebb\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 15.893}, \"20823\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-07-18 15:11:40.000000+00:00\", \"2019-04-07 21:07:57.000000+00:00\"], \"session_ids\": [\"b2dc564c-84e8-4f21-817f-f60aa3935791\", \"e9ad144c-c795-46e9-941d-e0ef2ed3bf63\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 8.733}, \"93921\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-09 14:11:29.000000+00:00\", \"2019-03-08 23:39:00.000000+00:00\", \"2022-01-19 06:04:38.000000+00:00\", \"2020-01-04 08:19:46.000000+00:00\", \"2019-01-19 05:58:36.000000+00:00\", \"2019-10-02 14:30:38.000000+00:00\", \"2020-06-10 21:05:23.000000+00:00\"], \"session_ids\": [\"b7f9fbd8-5c68-49d4-881b-59ef1c77ba87\", \"a1c398b6-70ab-482d-b458-8dae051859c4\", \"7f39918f-a0af-4c87-9eab-b8f2b523d946\", \"27bf311e-0314-4a71-8f4b-14be39c0d3bc\", \"211cf100-878e-4952-b50b-40ab3562ebdf\", \"76a69c96-de58-4c0a-8678-e4198c12ec50\", \"1866ef00-bb7f-4a48-804e-2bc2dd38c34e\"], \"total_duration\": 4279.0, \"total_sessions\": 7, \"mean_week_duration\": 27.255}, \"69995\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-13 17:26:36.000000+00:00\", \"2022-02-26 22:05:33.000000+00:00\"], \"session_ids\": [\"87035a23-9ccc-4b04-9e64-e11c70285373\", \"3c18eae8-1716-4d3a-a400-164cbbc80407\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 5.353}, \"62125\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-10 07:08:06.000000+00:00\", \"2021-07-01 04:49:10.000000+00:00\"], \"session_ids\": [\"0c95406d-91ba-4b38-97fe-9f72fe16f6e7\", \"609d773b-4ed7-40ed-a8b6-55d6c81b60a1\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 2.105}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the lowest total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": false, \"quant_to_remain\": -1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"18033\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-07-16 22:00:54.000000+00:00\", \"2021-05-02 13:36:47.000000+00:00\", \"2019-05-23 04:34:52.000000+00:00\"], \"session_ids\": [\"8fd9708e-6ec7-46dc-b787-da22558d3607\", \"bcbdfb46-dc45-4c67-83f0-b49f95e484ab\", \"d86b97c6-93cd-49f3-bb87-4e938a1a8805\"], \"total_duration\": 26.0, \"total_sessions\": 3, \"mean_week_duration\": 0.23}}, {\"62125\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-10 07:08:06.000000+00:00\", \"2021-07-01 04:49:10.000000+00:00\"], \"session_ids\": [\"0c95406d-91ba-4b38-97fe-9f72fe16f6e7\", \"609d773b-4ed7-40ed-a8b6-55d6c81b60a1\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 2.105}}, {\"16161\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-07-05 14:36:09.000000+00:00\", \"2022-11-30 12:04:56.000000+00:00\"], \"session_ids\": [\"489575ca-c2b5-4439-8687-0fb6c5e76f84\", \"3fb707ce-9cbc-4a65-a707-ff6e57d94e86\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 3.095}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"16161\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-07-05 14:36:09.000000+00:00\", \"2022-11-30 12:04:56.000000+00:00\"], \"session_ids\": [\"489575ca-c2b5-4439-8687-0fb6c5e76f84\", \"3fb707ce-9cbc-4a65-a707-ff6e57d94e86\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 3.095}}, {\"62125\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-10 07:08:06.000000+00:00\", \"2021-07-01 04:49:10.000000+00:00\"], \"session_ids\": [\"0c95406d-91ba-4b38-97fe-9f72fe16f6e7\", \"609d773b-4ed7-40ed-a8b6-55d6c81b60a1\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 2.105}}, {\"18033\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-07-16 22:00:54.000000+00:00\", \"2021-05-02 13:36:47.000000+00:00\", \"2019-05-23 04:34:52.000000+00:00\"], \"session_ids\": [\"8fd9708e-6ec7-46dc-b787-da22558d3607\", \"bcbdfb46-dc45-4c67-83f0-b49f95e484ab\", \"d86b97c6-93cd-49f3-bb87-4e938a1a8805\"], \"total_duration\": 26.0, \"total_sessions\": 3, \"mean_week_duration\": 0.23}}]\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[{\"16161\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-07-05 14:36:09.000000+00:00\", \"2022-11-30 12:04:56.000000+00:00\"], \"session_ids\": [\"489575ca-c2b5-4439-8687-0fb6c5e76f84\", \"3fb707ce-9cbc-4a65-a707-ff6e57d94e86\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 3.095}}, {\"62125\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-10 07:08:06.000000+00:00\", \"2021-07-01 04:49:10.000000+00:00\"], \"session_ids\": [\"0c95406d-91ba-4b38-97fe-9f72fe16f6e7\", \"609d773b-4ed7-40ed-a8b6-55d6c81b60a1\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 2.105}}, {\"18033\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-07-16 22:00:54.000000+00:00\", \"2021-05-02 13:36:47.000000+00:00\", \"2019-05-23 04:34:52.000000+00:00\"], \"session_ids\": [\"8fd9708e-6ec7-46dc-b787-da22558d3607\", \"bcbdfb46-dc45-4c67-83f0-b49f95e484ab\", \"d86b97c6-93cd-49f3-bb87-4e938a1a8805\"], \"total_duration\": 26.0, \"total_sessions\": 3, \"mean_week_duration\": 0.23}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show 8 users to me who are bot users based on total duration and in addition sort by overall duration of sessions per week from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"32552\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-09-01 20:03:38.000000+00:00\", \"2023-03-24 16:58:12.000000+00:00\", \"2019-09-07 05:40:31.000000+00:00\", \"2021-10-10 17:46:40.000000+00:00\", \"2020-12-31 21:42:26.000000+00:00\"], \"session_ids\": [\"565554ee-2fc2-4515-a095-65c62d284a58\", \"8f9b77ca-2ff8-44af-8bad-146ffb66c699\", \"c5d5425c-1842-4d26-b2f9-7cd4bc0c51af\", \"3b1094f9-d75f-4ac4-8659-9b958e3fb86b\", \"386b75f9-89d9-4615-9754-b5c9398b9057\"], \"total_duration\": 826.0, \"total_sessions\": 5, \"mean_week_duration\": 4.465}, \"85654\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-09-11 09:54:59.000000+00:00\", \"2019-12-15 11:13:25.000000+00:00\"], \"session_ids\": [\"6e67c638-668d-4649-b809-18496e62c5ba\", \"9004ff1f-6131-4ece-9a6c-8324e2f85fd6\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.897}, \"61149\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-08-20 18:59:03.000000+00:00\", \"2022-02-27 22:09:01.000000+00:00\", \"2019-10-04 06:28:57.000000+00:00\", \"2021-05-27 06:11:53.000000+00:00\", \"2020-01-08 04:33:39.000000+00:00\", \"2020-08-17 19:31:22.000000+00:00\", \"2021-09-06 22:53:44.000000+00:00\", \"2019-08-11 16:16:53.000000+00:00\"], \"session_ids\": [\"432e276a-e8bc-4f75-a57c-c53f1de4fad5\", \"0e051e01-65aa-4416-972b-03cc296d26bf\", \"2a60106b-1390-4986-ad4a-c704c9b613db\", \"fb2ad7bd-fd30-4c0d-8912-cb36bd8932c9\", \"a4afc791-0f6d-4e32-a23d-da7458bf5df4\", \"7eae1dc5-32a6-4d8c-9158-d7ae2e8526f4\", \"e1d0d4f5-4a24-417d-9b1e-c821d5cabbef\", \"dc06abf8-df76-4961-98cf-492b87ebd9ec\"], \"total_duration\": 5223.0, \"total_sessions\": 8, \"mean_week_duration\": 39.271}, \"81981\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-03-28 17:27:16.000000+00:00\", \"2021-03-15 12:33:01.000000+00:00\"], \"session_ids\": [\"11cdf3fc-e798-4115-a903-e59bfd0cab91\", \"e77c18dc-09db-4f75-b909-2f9c3f1aa57a\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.262}, \"59350\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-07-11 20:25:28.000000+00:00\", \"2020-06-20 09:44:40.000000+00:00\"], \"session_ids\": [\"0e7ebf2f-a27f-4e77-a2e1-146103f93a14\", \"25857efa-431f-4dbe-a90c-dc8b1ce9ae1d\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 1.75}, \"18054\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-17 01:17:34.000000+00:00\", \"2019-04-19 18:47:55.000000+00:00\", \"2023-02-02 08:44:48.000000+00:00\", \"2020-03-20 03:08:35.000000+00:00\", \"2022-08-25 22:40:38.000000+00:00\", \"2020-12-14 14:23:37.000000+00:00\", \"2021-06-04 08:51:11.000000+00:00\"], \"session_ids\": [\"e3d35c07-bfa3-4ee7-9d21-15fb9b41fe0d\", \"677b3fc5-bf48-44ee-87c0-e02579456c95\", \"31438c04-7c74-4157-a5f3-0e97931f2157\", \"ce90d318-db6d-4549-b05c-e9f33168dc8c\", \"2257b378-1956-41f5-b52a-0033c815308a\", \"1ecf886a-64a4-4acb-ad60-26353c8287e7\", \"1d96f188-0c47-40eb-99aa-86a7ec8a6ac0\"], \"total_duration\": 815.0, \"total_sessions\": 7, \"mean_week_duration\": 4.116}, \"40058\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-20 15:02:31.000000+00:00\", \"2022-09-02 16:22:49.000000+00:00\"], \"session_ids\": [\"41777d09-3a0c-4416-9a70-fa111166cc2f\", \"2497a969-93da-4212-b686-93077b0b42af\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 29.5}, \"72362\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-02-09 06:09:13.000000+00:00\", \"2022-09-21 14:11:09.000000+00:00\"], \"session_ids\": [\"6ae59958-88ad-4a57-a8dc-ea09193635a4\", \"385a593c-6b92-405e-9a28-d892ff362778\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 11.406}, \"53854\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-11-27 21:25:30.000000+00:00\", \"2020-08-13 00:04:39.000000+00:00\", \"2021-12-08 11:05:07.000000+00:00\", \"2019-06-09 20:27:16.000000+00:00\"], \"session_ids\": [\"d3a2834d-dfb6-4dde-b691-75e36378e4c7\", \"56d487df-32a5-4082-807a-090981661a5e\", \"29bc1c9c-9d1d-4ba9-9eff-6a2becb660c4\", \"9dff6e22-8ec4-4050-bc6a-59ea78e6356e\"], \"total_duration\": 411.0, \"total_sessions\": 4, \"mean_week_duration\": 2.271}, \"60149\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2021-01-27 02:57:59.000000+00:00\", \"2019-10-31 20:43:19.000000+00:00\", \"2021-03-30 00:26:19.000000+00:00\", \"2021-08-31 03:49:59.000000+00:00\", \"2020-10-28 19:08:19.000000+00:00\", \"2019-12-08 13:02:02.000000+00:00\", \"2019-01-04 04:44:44.000000+00:00\", \"2022-06-01 10:54:27.000000+00:00\"], \"session_ids\": [\"e2ab7cec-6375-4e50-8587-3761a4f2bc11\", \"ab5e554d-b337-4de9-86e0-504344b9423f\", \"c1cfccf2-f369-470b-a254-c6c1d17018d6\", \"e9a981fc-3102-4123-b2a0-b9611cbb1e08\", \"97220a26-f9ae-4bdd-bbda-8dd502929326\", \"404ab390-1e69-422d-82c1-892f5704d265\", \"35d934f0-bcef-4fa9-b24c-1bea65825689\", \"b8c30c3f-fe12-48ce-982a-38c8f3041d66\"], \"total_duration\": 317.0, \"total_sessions\": 8, \"mean_week_duration\": 1.781}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the lowest 8 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": false, \"quant_to_remain\": 8}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"81981\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-03-28 17:27:16.000000+00:00\", \"2021-03-15 12:33:01.000000+00:00\"], \"session_ids\": [\"11cdf3fc-e798-4115-a903-e59bfd0cab91\", \"e77c18dc-09db-4f75-b909-2f9c3f1aa57a\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.262}}, {\"85654\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-09-11 09:54:59.000000+00:00\", \"2019-12-15 11:13:25.000000+00:00\"], \"session_ids\": [\"6e67c638-668d-4649-b809-18496e62c5ba\", \"9004ff1f-6131-4ece-9a6c-8324e2f85fd6\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.897}}, {\"40058\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-20 15:02:31.000000+00:00\", \"2022-09-02 16:22:49.000000+00:00\"], \"session_ids\": [\"41777d09-3a0c-4416-9a70-fa111166cc2f\", \"2497a969-93da-4212-b686-93077b0b42af\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 29.5}}, {\"59350\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-07-11 20:25:28.000000+00:00\", \"2020-06-20 09:44:40.000000+00:00\"], \"session_ids\": [\"0e7ebf2f-a27f-4e77-a2e1-146103f93a14\", \"25857efa-431f-4dbe-a90c-dc8b1ce9ae1d\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 1.75}}, {\"60149\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2021-01-27 02:57:59.000000+00:00\", \"2019-10-31 20:43:19.000000+00:00\", \"2021-03-30 00:26:19.000000+00:00\", \"2021-08-31 03:49:59.000000+00:00\", \"2020-10-28 19:08:19.000000+00:00\", \"2019-12-08 13:02:02.000000+00:00\", \"2019-01-04 04:44:44.000000+00:00\", \"2022-06-01 10:54:27.000000+00:00\"], \"session_ids\": [\"e2ab7cec-6375-4e50-8587-3761a4f2bc11\", \"ab5e554d-b337-4de9-86e0-504344b9423f\", \"c1cfccf2-f369-470b-a254-c6c1d17018d6\", \"e9a981fc-3102-4123-b2a0-b9611cbb1e08\", \"97220a26-f9ae-4bdd-bbda-8dd502929326\", \"404ab390-1e69-422d-82c1-892f5704d265\", \"35d934f0-bcef-4fa9-b24c-1bea65825689\", \"b8c30c3f-fe12-48ce-982a-38c8f3041d66\"], \"total_duration\": 317.0, \"total_sessions\": 8, \"mean_week_duration\": 1.781}}, {\"72362\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-02-09 06:09:13.000000+00:00\", \"2022-09-21 14:11:09.000000+00:00\"], \"session_ids\": [\"6ae59958-88ad-4a57-a8dc-ea09193635a4\", \"385a593c-6b92-405e-9a28-d892ff362778\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 11.406}}, {\"53854\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-11-27 21:25:30.000000+00:00\", \"2020-08-13 00:04:39.000000+00:00\", \"2021-12-08 11:05:07.000000+00:00\", \"2019-06-09 20:27:16.000000+00:00\"], \"session_ids\": [\"d3a2834d-dfb6-4dde-b691-75e36378e4c7\", \"56d487df-32a5-4082-807a-090981661a5e\", \"29bc1c9c-9d1d-4ba9-9eff-6a2becb660c4\", \"9dff6e22-8ec4-4050-bc6a-59ea78e6356e\"], \"total_duration\": 411.0, \"total_sessions\": 4, \"mean_week_duration\": 2.271}}, {\"18054\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-17 01:17:34.000000+00:00\", \"2019-04-19 18:47:55.000000+00:00\", \"2023-02-02 08:44:48.000000+00:00\", \"2020-03-20 03:08:35.000000+00:00\", \"2022-08-25 22:40:38.000000+00:00\", \"2020-12-14 14:23:37.000000+00:00\", \"2021-06-04 08:51:11.000000+00:00\"], \"session_ids\": [\"e3d35c07-bfa3-4ee7-9d21-15fb9b41fe0d\", \"677b3fc5-bf48-44ee-87c0-e02579456c95\", \"31438c04-7c74-4157-a5f3-0e97931f2157\", \"ce90d318-db6d-4549-b05c-e9f33168dc8c\", \"2257b378-1956-41f5-b52a-0033c815308a\", \"1ecf886a-64a4-4acb-ad60-26353c8287e7\", \"1d96f188-0c47-40eb-99aa-86a7ec8a6ac0\"], \"total_duration\": 815.0, \"total_sessions\": 7, \"mean_week_duration\": 4.116}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"40058\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-20 15:02:31.000000+00:00\", \"2022-09-02 16:22:49.000000+00:00\"], \"session_ids\": [\"41777d09-3a0c-4416-9a70-fa111166cc2f\", \"2497a969-93da-4212-b686-93077b0b42af\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 29.5}}, {\"72362\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-02-09 06:09:13.000000+00:00\", \"2022-09-21 14:11:09.000000+00:00\"], \"session_ids\": [\"6ae59958-88ad-4a57-a8dc-ea09193635a4\", \"385a593c-6b92-405e-9a28-d892ff362778\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 11.406}}, {\"18054\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-17 01:17:34.000000+00:00\", \"2019-04-19 18:47:55.000000+00:00\", \"2023-02-02 08:44:48.000000+00:00\", \"2020-03-20 03:08:35.000000+00:00\", \"2022-08-25 22:40:38.000000+00:00\", \"2020-12-14 14:23:37.000000+00:00\", \"2021-06-04 08:51:11.000000+00:00\"], \"session_ids\": [\"e3d35c07-bfa3-4ee7-9d21-15fb9b41fe0d\", \"677b3fc5-bf48-44ee-87c0-e02579456c95\", \"31438c04-7c74-4157-a5f3-0e97931f2157\", \"ce90d318-db6d-4549-b05c-e9f33168dc8c\", \"2257b378-1956-41f5-b52a-0033c815308a\", \"1ecf886a-64a4-4acb-ad60-26353c8287e7\", \"1d96f188-0c47-40eb-99aa-86a7ec8a6ac0\"], \"total_duration\": 815.0, \"total_sessions\": 7, \"mean_week_duration\": 4.116}}, {\"53854\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-11-27 21:25:30.000000+00:00\", \"2020-08-13 00:04:39.000000+00:00\", \"2021-12-08 11:05:07.000000+00:00\", \"2019-06-09 20:27:16.000000+00:00\"], \"session_ids\": [\"d3a2834d-dfb6-4dde-b691-75e36378e4c7\", \"56d487df-32a5-4082-807a-090981661a5e\", \"29bc1c9c-9d1d-4ba9-9eff-6a2becb660c4\", \"9dff6e22-8ec4-4050-bc6a-59ea78e6356e\"], \"total_duration\": 411.0, \"total_sessions\": 4, \"mean_week_duration\": 2.271}}, {\"60149\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2021-01-27 02:57:59.000000+00:00\", \"2019-10-31 20:43:19.000000+00:00\", \"2021-03-30 00:26:19.000000+00:00\", \"2021-08-31 03:49:59.000000+00:00\", \"2020-10-28 19:08:19.000000+00:00\", \"2019-12-08 13:02:02.000000+00:00\", \"2019-01-04 04:44:44.000000+00:00\", \"2022-06-01 10:54:27.000000+00:00\"], \"session_ids\": [\"e2ab7cec-6375-4e50-8587-3761a4f2bc11\", \"ab5e554d-b337-4de9-86e0-504344b9423f\", \"c1cfccf2-f369-470b-a254-c6c1d17018d6\", \"e9a981fc-3102-4123-b2a0-b9611cbb1e08\", \"97220a26-f9ae-4bdd-bbda-8dd502929326\", \"404ab390-1e69-422d-82c1-892f5704d265\", \"35d934f0-bcef-4fa9-b24c-1bea65825689\", \"b8c30c3f-fe12-48ce-982a-38c8f3041d66\"], \"total_duration\": 317.0, \"total_sessions\": 8, \"mean_week_duration\": 1.781}}, {\"59350\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-07-11 20:25:28.000000+00:00\", \"2020-06-20 09:44:40.000000+00:00\"], \"session_ids\": [\"0e7ebf2f-a27f-4e77-a2e1-146103f93a14\", \"25857efa-431f-4dbe-a90c-dc8b1ce9ae1d\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 1.75}}, {\"85654\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-09-11 09:54:59.000000+00:00\", \"2019-12-15 11:13:25.000000+00:00\"], \"session_ids\": [\"6e67c638-668d-4649-b809-18496e62c5ba\", \"9004ff1f-6131-4ece-9a6c-8324e2f85fd6\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.897}}, {\"81981\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-03-28 17:27:16.000000+00:00\", \"2021-03-15 12:33:01.000000+00:00\"], \"session_ids\": [\"11cdf3fc-e798-4115-a903-e59bfd0cab91\", \"e77c18dc-09db-4f75-b909-2f9c3f1aa57a\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.262}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 8 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"40058\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-20 15:02:31.000000+00:00\", \"2022-09-02 16:22:49.000000+00:00\"], \"session_ids\": [\"41777d09-3a0c-4416-9a70-fa111166cc2f\", \"2497a969-93da-4212-b686-93077b0b42af\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 29.5}}, {\"72362\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-02-09 06:09:13.000000+00:00\", \"2022-09-21 14:11:09.000000+00:00\"], \"session_ids\": [\"6ae59958-88ad-4a57-a8dc-ea09193635a4\", \"385a593c-6b92-405e-9a28-d892ff362778\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 11.406}}, {\"18054\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-17 01:17:34.000000+00:00\", \"2019-04-19 18:47:55.000000+00:00\", \"2023-02-02 08:44:48.000000+00:00\", \"2020-03-20 03:08:35.000000+00:00\", \"2022-08-25 22:40:38.000000+00:00\", \"2020-12-14 14:23:37.000000+00:00\", \"2021-06-04 08:51:11.000000+00:00\"], \"session_ids\": [\"e3d35c07-bfa3-4ee7-9d21-15fb9b41fe0d\", \"677b3fc5-bf48-44ee-87c0-e02579456c95\", \"31438c04-7c74-4157-a5f3-0e97931f2157\", \"ce90d318-db6d-4549-b05c-e9f33168dc8c\", \"2257b378-1956-41f5-b52a-0033c815308a\", \"1ecf886a-64a4-4acb-ad60-26353c8287e7\", \"1d96f188-0c47-40eb-99aa-86a7ec8a6ac0\"], \"total_duration\": 815.0, \"total_sessions\": 7, \"mean_week_duration\": 4.116}}, {\"53854\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-11-27 21:25:30.000000+00:00\", \"2020-08-13 00:04:39.000000+00:00\", \"2021-12-08 11:05:07.000000+00:00\", \"2019-06-09 20:27:16.000000+00:00\"], \"session_ids\": [\"d3a2834d-dfb6-4dde-b691-75e36378e4c7\", \"56d487df-32a5-4082-807a-090981661a5e\", \"29bc1c9c-9d1d-4ba9-9eff-6a2becb660c4\", \"9dff6e22-8ec4-4050-bc6a-59ea78e6356e\"], \"total_duration\": 411.0, \"total_sessions\": 4, \"mean_week_duration\": 2.271}}, {\"60149\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2021-01-27 02:57:59.000000+00:00\", \"2019-10-31 20:43:19.000000+00:00\", \"2021-03-30 00:26:19.000000+00:00\", \"2021-08-31 03:49:59.000000+00:00\", \"2020-10-28 19:08:19.000000+00:00\", \"2019-12-08 13:02:02.000000+00:00\", \"2019-01-04 04:44:44.000000+00:00\", \"2022-06-01 10:54:27.000000+00:00\"], \"session_ids\": [\"e2ab7cec-6375-4e50-8587-3761a4f2bc11\", \"ab5e554d-b337-4de9-86e0-504344b9423f\", \"c1cfccf2-f369-470b-a254-c6c1d17018d6\", \"e9a981fc-3102-4123-b2a0-b9611cbb1e08\", \"97220a26-f9ae-4bdd-bbda-8dd502929326\", \"404ab390-1e69-422d-82c1-892f5704d265\", \"35d934f0-bcef-4fa9-b24c-1bea65825689\", \"b8c30c3f-fe12-48ce-982a-38c8f3041d66\"], \"total_duration\": 317.0, \"total_sessions\": 8, \"mean_week_duration\": 1.781}}, {\"59350\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-07-11 20:25:28.000000+00:00\", \"2020-06-20 09:44:40.000000+00:00\"], \"session_ids\": [\"0e7ebf2f-a27f-4e77-a2e1-146103f93a14\", \"25857efa-431f-4dbe-a90c-dc8b1ce9ae1d\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 1.75}}, {\"85654\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-09-11 09:54:59.000000+00:00\", \"2019-12-15 11:13:25.000000+00:00\"], \"session_ids\": [\"6e67c638-668d-4649-b809-18496e62c5ba\", \"9004ff1f-6131-4ece-9a6c-8324e2f85fd6\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.897}}, {\"81981\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-03-28 17:27:16.000000+00:00\", \"2021-03-15 12:33:01.000000+00:00\"], \"session_ids\": [\"11cdf3fc-e798-4115-a903-e59bfd0cab91\", \"e77c18dc-09db-4f75-b909-2f9c3f1aa57a\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.262}}]\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[{\"40058\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-20 15:02:31.000000+00:00\", \"2022-09-02 16:22:49.000000+00:00\"], \"session_ids\": [\"41777d09-3a0c-4416-9a70-fa111166cc2f\", \"2497a969-93da-4212-b686-93077b0b42af\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 29.5}}, {\"72362\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-02-09 06:09:13.000000+00:00\", \"2022-09-21 14:11:09.000000+00:00\"], \"session_ids\": [\"6ae59958-88ad-4a57-a8dc-ea09193635a4\", \"385a593c-6b92-405e-9a28-d892ff362778\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 11.406}}, {\"18054\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-17 01:17:34.000000+00:00\", \"2019-04-19 18:47:55.000000+00:00\", \"2023-02-02 08:44:48.000000+00:00\", \"2020-03-20 03:08:35.000000+00:00\", \"2022-08-25 22:40:38.000000+00:00\", \"2020-12-14 14:23:37.000000+00:00\", \"2021-06-04 08:51:11.000000+00:00\"], \"session_ids\": [\"e3d35c07-bfa3-4ee7-9d21-15fb9b41fe0d\", \"677b3fc5-bf48-44ee-87c0-e02579456c95\", \"31438c04-7c74-4157-a5f3-0e97931f2157\", \"ce90d318-db6d-4549-b05c-e9f33168dc8c\", \"2257b378-1956-41f5-b52a-0033c815308a\", \"1ecf886a-64a4-4acb-ad60-26353c8287e7\", \"1d96f188-0c47-40eb-99aa-86a7ec8a6ac0\"], \"total_duration\": 815.0, \"total_sessions\": 7, \"mean_week_duration\": 4.116}}, {\"53854\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-11-27 21:25:30.000000+00:00\", \"2020-08-13 00:04:39.000000+00:00\", \"2021-12-08 11:05:07.000000+00:00\", \"2019-06-09 20:27:16.000000+00:00\"], \"session_ids\": [\"d3a2834d-dfb6-4dde-b691-75e36378e4c7\", \"56d487df-32a5-4082-807a-090981661a5e\", \"29bc1c9c-9d1d-4ba9-9eff-6a2becb660c4\", \"9dff6e22-8ec4-4050-bc6a-59ea78e6356e\"], \"total_duration\": 411.0, \"total_sessions\": 4, \"mean_week_duration\": 2.271}}, {\"60149\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2021-01-27 02:57:59.000000+00:00\", \"2019-10-31 20:43:19.000000+00:00\", \"2021-03-30 00:26:19.000000+00:00\", \"2021-08-31 03:49:59.000000+00:00\", \"2020-10-28 19:08:19.000000+00:00\", \"2019-12-08 13:02:02.000000+00:00\", \"2019-01-04 04:44:44.000000+00:00\", \"2022-06-01 10:54:27.000000+00:00\"], \"session_ids\": [\"e2ab7cec-6375-4e50-8587-3761a4f2bc11\", \"ab5e554d-b337-4de9-86e0-504344b9423f\", \"c1cfccf2-f369-470b-a254-c6c1d17018d6\", \"e9a981fc-3102-4123-b2a0-b9611cbb1e08\", \"97220a26-f9ae-4bdd-bbda-8dd502929326\", \"404ab390-1e69-422d-82c1-892f5704d265\", \"35d934f0-bcef-4fa9-b24c-1bea65825689\", \"b8c30c3f-fe12-48ce-982a-38c8f3041d66\"], \"total_duration\": 317.0, \"total_sessions\": 8, \"mean_week_duration\": 1.781}}, {\"59350\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-07-11 20:25:28.000000+00:00\", \"2020-06-20 09:44:40.000000+00:00\"], \"session_ids\": [\"0e7ebf2f-a27f-4e77-a2e1-146103f93a14\", \"25857efa-431f-4dbe-a90c-dc8b1ce9ae1d\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 1.75}}, {\"85654\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-09-11 09:54:59.000000+00:00\", \"2019-12-15 11:13:25.000000+00:00\"], \"session_ids\": [\"6e67c638-668d-4649-b809-18496e62c5ba\", \"9004ff1f-6131-4ece-9a6c-8324e2f85fd6\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.897}}, {\"81981\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-03-28 17:27:16.000000+00:00\", \"2021-03-15 12:33:01.000000+00:00\"], \"session_ids\": [\"11cdf3fc-e798-4115-a903-e59bfd0cab91\", \"e77c18dc-09db-4f75-b909-2f9c3f1aa57a\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.262}}]\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": "Offer me knowledge about 2 users who have sum of sessions strictly smaller than 4 and bigger than 6 and perform sorting by average_week_duration ascending additionaly save only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"92409\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-05-08 22:52:30.000000+00:00\", \"2021-07-04 17:26:58.000000+00:00\"], \"session_ids\": [\"fa7bd220-679b-4bd6-a7cd-340f594a96d8\", \"91ef9289-ae87-423b-a968-b5273d7e25e3\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 1.577}, \"92508\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-11-19 07:01:31.000000+00:00\", \"2022-02-09 13:13:57.000000+00:00\"], \"session_ids\": [\"945863da-96b7-4a06-b166-9c930bf5ce12\", \"f725f7f9-0d40-448c-afdc-0532c7881856\"], \"total_duration\": 348.0, \"total_sessions\": 2, \"mean_week_duration\": 2.974}, \"66018\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5}, \"city_name\": \"New York City\", \"datetimes\": [\"2019-09-08 05:20:29.000000+00:00\", \"2021-11-18 09:07:55.000000+00:00\", \"2023-06-17 14:50:06.000000+00:00\", \"2019-12-19 10:54:59.000000+00:00\", \"2021-07-03 01:32:18.000000+00:00\", \"2020-05-19 12:00:57.000000+00:00\", \"2021-09-16 20:36:04.000000+00:00\", \"2019-06-02 05:55:32.000000+00:00\", \"2019-01-12 22:09:20.000000+00:00\", \"2020-03-09 12:05:46.000000+00:00\", \"2022-12-27 19:33:57.000000+00:00\"], \"session_ids\": [\"4c4c81f8-0493-48f9-8a5c-a46eb59872f8\", \"7b7e0cb4-066b-4189-b308-151494671903\", \"e47a3578-1171-4fd4-9772-bdfe7c11517a\", \"7ecb28e7-8f37-4db4-be4f-7de7b845a8e7\", \"e5f6d7ba-526f-453c-b43c-5d95420aa818\", \"b6dbb070-3b91-4d6a-806b-fc35c6a111bf\", \"9ebb0864-c4c4-4cba-96cc-5d18f9b72044\", \"79cb7e20-5406-4207-8849-73a7cfb7d0ae\", \"df0c996d-47c9-4551-8012-ab776f75c6bf\", \"d79ed24d-e0a3-45c4-9ea6-e254a5068db0\", \"e29d4df4-9858-46e5-844b-3ae8853d12a0\"], \"total_duration\": 1205.0, \"total_sessions\": 11, \"mean_week_duration\": 5.216}, \"24279\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-03-04 18:01:23.000000+00:00\", \"2019-05-08 06:01:39.000000+00:00\"], \"session_ids\": [\"58578293-c204-41e0-90da-81d4808bc1cf\", \"b88b8cde-6354-4a2d-b470-89a4a7abdb84\"], \"total_duration\": 193.0, \"total_sessions\": 2, \"mean_week_duration\": 19.3}, \"75203\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-06-09 13:22:15.000000+00:00\", \"2019-02-24 13:08:53.000000+00:00\", \"2019-11-13 01:03:48.000000+00:00\"], \"session_ids\": [\"0f6430b7-4393-47d5-b27a-c41c5df8588d\", \"b7f52846-1e2f-415f-954a-288ca55b507e\", \"94b86678-2bc5-4ffc-be6e-ed51faa30262\"], \"total_duration\": 763.0, \"total_sessions\": 3, \"mean_week_duration\": 11.221}, \"75671\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-11-12 17:09:30.000000+00:00\", \"2021-08-01 07:17:00.000000+00:00\"], \"session_ids\": [\"37725281-e93c-4166-bcb2-48f95aa261bc\", \"e829905f-273b-409f-896e-59bd06de528e\"], \"total_duration\": 457.0, \"total_sessions\": 2, \"mean_week_duration\": 30.467}, \"81551\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 4, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-10-01 23:56:18.000000+00:00\", \"2022-01-28 10:36:51.000000+00:00\", \"2021-04-22 00:24:40.000000+00:00\"], \"session_ids\": [\"5b986a80-8e1e-4cab-bbca-dbf7d1220fef\", \"eb8d940f-d526-46b0-84c2-cc37a663b726\", \"2cfde5e5-3e0d-4849-837d-3ec98f22e874\"], \"total_duration\": 459.0, \"total_sessions\": 3, \"mean_week_duration\": 11.195}, \"69810\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-02-13 10:02:38.000000+00:00\", \"2019-12-30 06:42:05.000000+00:00\"], \"session_ids\": [\"75cfbb04-c53d-46b0-9787-ca05fd333069\", \"98123f26-4cc3-43c6-bf74-4d13f5ada50d\"], \"total_duration\": 119.0, \"total_sessions\": 2, \"mean_week_duration\": 1.072}, \"59850\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-03-11 08:50:58.000000+00:00\", \"2022-07-11 17:44:27.000000+00:00\", \"2019-05-10 19:49:36.000000+00:00\", \"2021-05-30 03:20:30.000000+00:00\", \"2020-08-03 15:40:47.000000+00:00\", \"2022-04-01 11:42:39.000000+00:00\"], \"session_ids\": [\"85e2c8f0-1184-4bd6-92b5-bb85722b6ef3\", \"bc50e93c-39b3-47f5-ad4a-64598c7676c8\", \"c91202b4-44a1-4511-862b-bbcee4d8c17b\", \"fbb26089-c199-4a13-9147-a896fa24c62f\", \"6b9c4a35-3f92-49a0-a9b6-d99fd126322b\", \"cc11117c-d529-4574-b0bf-fb227a4f3d68\"], \"total_duration\": 808.0, \"total_sessions\": 6, \"mean_week_duration\": 4.04}, \"39429\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-05-31 19:21:08.000000+00:00\", \"2020-01-17 08:49:34.000000+00:00\"], \"session_ids\": [\"49baa23e-9afa-4c39-8e79-995c4531ec1e\", \"62a48ed8-e950-4f1c-851a-2f09653de164\"], \"total_duration\": 458.0, \"total_sessions\": 2, \"mean_week_duration\": 3.694}}\n```\n"
}
] |
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