conversations
list |
|---|
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are greater than 24"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\"]]}, \"all_values\": {\"mean_week_duration\": [[24, 47]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding 6 users who aren't currently living in cities San Jose, Nassau, Oslo, Rio de Janeiro, Helsinki , and perform sorting by time using the app per week form the lowest value to the highest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"80885\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-02-18 07:12:37.000000+00:00\", \"2021-05-14 10:39:09.000000+00:00\", \"2019-06-21 20:48:36.000000+00:00\", \"2023-04-30 19:01:28.000000+00:00\", \"2020-08-03 07:04:28.000000+00:00\", \"2019-06-09 01:35:42.000000+00:00\", \"2022-04-25 09:46:38.000000+00:00\", \"2021-08-27 00:36:00.000000+00:00\", \"2021-11-10 18:00:49.000000+00:00\", \"2019-08-10 17:17:59.000000+00:00\", \"2023-04-05 17:45:19.000000+00:00\"], \"session_ids\": [\"ccc2abd5-c1d0-4a07-a3bd-1a3325d473a3\", \"e1729412-4491-4c57-a28e-765a53ccd36c\", \"2519aec2-7059-4579-bac3-a7ce0cdbf877\", \"2d27d6d4-6f1c-4903-a01a-83a645621478\", \"8abff135-cbf4-48e9-9822-37ffdb64f83e\", \"dd5ea040-3ced-48d9-bb95-d6f7013680fc\", \"d46b599c-ed7e-4876-adb5-5801f1f076a2\", \"626ece01-7c52-4095-b14d-30d7a7fe04e3\", \"bf91cfbf-d146-4be7-9e81-9efbc9925b8c\", \"21a19c84-8804-408e-8ac5-8666879fbe50\", \"3111eae0-ff49-41ea-85bd-d1be96d2041d\"], \"total_duration\": 5653.0, \"total_sessions\": 11, \"mean_week_duration\": 27.847}, \"35629\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-07-26 07:01:34.000000+00:00\", \"2020-01-17 20:01:40.000000+00:00\", \"2020-08-21 00:36:55.000000+00:00\", \"2020-05-25 18:57:02.000000+00:00\"], \"session_ids\": [\"3f16411e-763c-412a-af3a-5a6142cdfc6d\", \"0b035546-c550-42df-8868-a2c625a5b04a\", \"4dea9557-dbe6-461a-9582-b363cbafc37a\", \"1a3e6309-1069-4272-a7f2-b8945486601c\"], \"total_duration\": 514.0, \"total_sessions\": 4, \"mean_week_duration\": 3.894}, \"13138\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-04-02 02:01:52.000000+00:00\", \"2023-06-13 23:34:41.000000+00:00\", \"2019-06-19 23:22:41.000000+00:00\", \"2020-12-28 03:38:20.000000+00:00\", \"2022-01-19 14:48:42.000000+00:00\", \"2019-02-21 15:25:40.000000+00:00\", \"2020-05-05 06:44:10.000000+00:00\"], \"session_ids\": [\"52a93e2f-863f-49be-9847-4e763249f5ac\", \"2bd1882e-1d1d-4cea-8b0f-924f2b36b07c\", \"a5a16d68-63db-4025-b009-972a50a4e387\", \"59c5b832-e57a-445b-9831-b287151a2598\", \"6f5ef7b9-419a-4ea2-be10-b6edfef9eb74\", \"f20ae5ca-f5c5-4373-bcfb-17409808389c\", \"d76675b4-9df3-4737-a508-d46b80dd2c0a\"], \"total_duration\": 2453.0, \"total_sessions\": 7, \"mean_week_duration\": 10.902}, \"70836\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-09-07 16:01:20.000000+00:00\", \"2021-03-14 03:57:39.000000+00:00\"], \"session_ids\": [\"a02da687-9c75-4eb8-b64b-c2a026a01cbb\", \"152709af-b772-4f8d-9d0d-42473b37e97b\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 0.785}, \"40096\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-12-08 23:55:42.000000+00:00\", \"2021-10-21 19:55:00.000000+00:00\", \"2022-07-14 00:49:23.000000+00:00\", \"2019-02-09 18:05:25.000000+00:00\", \"2021-06-30 01:39:10.000000+00:00\", \"2021-04-04 08:32:28.000000+00:00\", \"2022-11-08 05:53:03.000000+00:00\"], \"session_ids\": [\"f0114807-d889-4212-a768-1f11e46106a9\", \"7c4e591a-dd0e-41f8-996a-5fab2ac029e6\", \"d5153711-e161-4e50-b093-9f22b604324f\", \"59042e16-9cc0-41e3-9e86-63f3836fc56d\", \"6bcd8dcb-d883-4dec-98a3-caf2aca17127\", \"ed65ce60-7432-4a5a-b689-2aad54b8a9aa\", \"6e22815f-01e0-4375-b325-dc476b0bc031\"], \"total_duration\": 3015.0, \"total_sessions\": 7, \"mean_week_duration\": 15.075}, \"6380\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-02-27 10:31:36.000000+00:00\", \"2020-01-18 18:50:18.000000+00:00\"], \"session_ids\": [\"42de6773-8452-426e-b676-f606c3a3fe07\", \"04d268f2-9a94-4fc2-8512-bfcaa08893ca\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.239}, \"13630\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-12-25 20:11:22.000000+00:00\", \"2022-04-05 05:31:25.000000+00:00\", \"2020-10-14 01:50:01.000000+00:00\"], \"session_ids\": [\"87855946-fd32-4b03-a41a-84b3ecec1de3\", \"07d3f0e2-8451-4c86-929a-d798e043198b\", \"d444dade-ea16-49dc-a70d-a839aa54ebc8\"], \"total_duration\": 539.0, \"total_sessions\": 3, \"mean_week_duration\": 4.687}, \"72509\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-01-21 03:27:50.000000+00:00\", \"2022-10-14 07:21:14.000000+00:00\", \"2021-01-27 07:30:25.000000+00:00\", \"2023-04-13 02:09:00.000000+00:00\", \"2020-04-03 23:53:48.000000+00:00\", \"2019-11-06 06:31:43.000000+00:00\", \"2020-04-07 16:29:39.000000+00:00\", \"2020-08-28 21:41:12.000000+00:00\", \"2022-11-09 15:15:37.000000+00:00\", \"2021-02-21 14:04:17.000000+00:00\"], \"session_ids\": [\"45faa516-8eb0-47a7-acff-f6d05596d8e8\", \"44a74b30-fa61-4967-8203-b44d9bcc9b4a\", \"61124856-7c13-4835-9593-e250057544e2\", \"2ad0c5b8-39d9-4332-93b3-cb49ff250215\", \"196d74d5-521d-4442-af7f-68f9c7a640a6\", \"239d24a2-1898-48dc-9b60-ca35add96083\", \"bf671c3f-6d03-4013-a26a-e270b460857c\", \"cf662329-a566-4146-af29-32778abbc75d\", \"bce4112d-9a65-4419-a90f-022c2ad4786c\", \"3da5015b-2230-4b50-8133-88e19056a04d\"], \"total_duration\": 523.0, \"total_sessions\": 10, \"mean_week_duration\": 2.922}, \"98077\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-04-14 02:25:01.000000+00:00\", \"2019-05-20 02:13:50.000000+00:00\", \"2019-02-08 01:39:30.000000+00:00\", \"2020-12-13 06:29:26.000000+00:00\", \"2019-03-18 04:51:09.000000+00:00\"], \"session_ids\": [\"2055a24e-8923-4e68-8a56-e3b95ea74937\", \"40088a21-d698-4837-9b81-7e1eaa9c5ab0\", \"38ccdb8f-6c66-428a-a28d-0fe526060d82\", \"9579de5d-340b-4b19-b7fa-2a61ad884d7b\", \"6303f40a-b836-4016-a502-a604d4ef5c6a\"], \"total_duration\": 1782.0, \"total_sessions\": 5, \"mean_week_duration\": 18.371}, \"33510\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-06-07 22:58:40.000000+00:00\", \"2019-06-17 04:34:52.000000+00:00\", \"2020-12-07 12:47:15.000000+00:00\", \"2021-12-17 08:56:25.000000+00:00\"], \"session_ids\": [\"78d9aed9-272d-45b3-9106-ac7c9c8e396d\", \"4b568a31-fd71-497b-8e9e-fd0b449f7f8b\", \"0e5f60eb-0417-4dab-8501-cf7de700af04\", \"fac8a543-9a13-49f9-b3e4-6ecdadb1dcd9\"], \"total_duration\": 1574.0, \"total_sessions\": 4, \"mean_week_duration\": 11.924}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not San Jose, Nassau, Oslo, Rio de Janeiro, Helsinki"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"San Jose\", \"Nassau\", \"Oslo\", \"Rio de Janeiro\", \"Helsinki\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"80885\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-02-18 07:12:37.000000+00:00\", \"2021-05-14 10:39:09.000000+00:00\", \"2019-06-21 20:48:36.000000+00:00\", \"2023-04-30 19:01:28.000000+00:00\", \"2020-08-03 07:04:28.000000+00:00\", \"2019-06-09 01:35:42.000000+00:00\", \"2022-04-25 09:46:38.000000+00:00\", \"2021-08-27 00:36:00.000000+00:00\", \"2021-11-10 18:00:49.000000+00:00\", \"2019-08-10 17:17:59.000000+00:00\", \"2023-04-05 17:45:19.000000+00:00\"], \"session_ids\": [\"ccc2abd5-c1d0-4a07-a3bd-1a3325d473a3\", \"e1729412-4491-4c57-a28e-765a53ccd36c\", \"2519aec2-7059-4579-bac3-a7ce0cdbf877\", \"2d27d6d4-6f1c-4903-a01a-83a645621478\", \"8abff135-cbf4-48e9-9822-37ffdb64f83e\", \"dd5ea040-3ced-48d9-bb95-d6f7013680fc\", \"d46b599c-ed7e-4876-adb5-5801f1f076a2\", \"626ece01-7c52-4095-b14d-30d7a7fe04e3\", \"bf91cfbf-d146-4be7-9e81-9efbc9925b8c\", \"21a19c84-8804-408e-8ac5-8666879fbe50\", \"3111eae0-ff49-41ea-85bd-d1be96d2041d\"], \"total_duration\": 5653.0, \"total_sessions\": 11, \"mean_week_duration\": 27.847}, \"35629\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-07-26 07:01:34.000000+00:00\", \"2020-01-17 20:01:40.000000+00:00\", \"2020-08-21 00:36:55.000000+00:00\", \"2020-05-25 18:57:02.000000+00:00\"], \"session_ids\": [\"3f16411e-763c-412a-af3a-5a6142cdfc6d\", \"0b035546-c550-42df-8868-a2c625a5b04a\", \"4dea9557-dbe6-461a-9582-b363cbafc37a\", \"1a3e6309-1069-4272-a7f2-b8945486601c\"], \"total_duration\": 514.0, \"total_sessions\": 4, \"mean_week_duration\": 3.894}, \"70836\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-09-07 16:01:20.000000+00:00\", \"2021-03-14 03:57:39.000000+00:00\"], \"session_ids\": [\"a02da687-9c75-4eb8-b64b-c2a026a01cbb\", \"152709af-b772-4f8d-9d0d-42473b37e97b\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 0.785}, \"40096\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-12-08 23:55:42.000000+00:00\", \"2021-10-21 19:55:00.000000+00:00\", \"2022-07-14 00:49:23.000000+00:00\", \"2019-02-09 18:05:25.000000+00:00\", \"2021-06-30 01:39:10.000000+00:00\", \"2021-04-04 08:32:28.000000+00:00\", \"2022-11-08 05:53:03.000000+00:00\"], \"session_ids\": [\"f0114807-d889-4212-a768-1f11e46106a9\", \"7c4e591a-dd0e-41f8-996a-5fab2ac029e6\", \"d5153711-e161-4e50-b093-9f22b604324f\", \"59042e16-9cc0-41e3-9e86-63f3836fc56d\", \"6bcd8dcb-d883-4dec-98a3-caf2aca17127\", \"ed65ce60-7432-4a5a-b689-2aad54b8a9aa\", \"6e22815f-01e0-4375-b325-dc476b0bc031\"], \"total_duration\": 3015.0, \"total_sessions\": 7, \"mean_week_duration\": 15.075}, \"6380\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-02-27 10:31:36.000000+00:00\", \"2020-01-18 18:50:18.000000+00:00\"], \"session_ids\": [\"42de6773-8452-426e-b676-f606c3a3fe07\", \"04d268f2-9a94-4fc2-8512-bfcaa08893ca\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.239}, \"13630\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-12-25 20:11:22.000000+00:00\", \"2022-04-05 05:31:25.000000+00:00\", \"2020-10-14 01:50:01.000000+00:00\"], \"session_ids\": [\"87855946-fd32-4b03-a41a-84b3ecec1de3\", \"07d3f0e2-8451-4c86-929a-d798e043198b\", \"d444dade-ea16-49dc-a70d-a839aa54ebc8\"], \"total_duration\": 539.0, \"total_sessions\": 3, \"mean_week_duration\": 4.687}, \"72509\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-01-21 03:27:50.000000+00:00\", \"2022-10-14 07:21:14.000000+00:00\", \"2021-01-27 07:30:25.000000+00:00\", \"2023-04-13 02:09:00.000000+00:00\", \"2020-04-03 23:53:48.000000+00:00\", \"2019-11-06 06:31:43.000000+00:00\", \"2020-04-07 16:29:39.000000+00:00\", \"2020-08-28 21:41:12.000000+00:00\", \"2022-11-09 15:15:37.000000+00:00\", \"2021-02-21 14:04:17.000000+00:00\"], \"session_ids\": [\"45faa516-8eb0-47a7-acff-f6d05596d8e8\", \"44a74b30-fa61-4967-8203-b44d9bcc9b4a\", \"61124856-7c13-4835-9593-e250057544e2\", \"2ad0c5b8-39d9-4332-93b3-cb49ff250215\", \"196d74d5-521d-4442-af7f-68f9c7a640a6\", \"239d24a2-1898-48dc-9b60-ca35add96083\", \"bf671c3f-6d03-4013-a26a-e270b460857c\", \"cf662329-a566-4146-af29-32778abbc75d\", \"bce4112d-9a65-4419-a90f-022c2ad4786c\", \"3da5015b-2230-4b50-8133-88e19056a04d\"], \"total_duration\": 523.0, \"total_sessions\": 10, \"mean_week_duration\": 2.922}, \"98077\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-04-14 02:25:01.000000+00:00\", \"2019-05-20 02:13:50.000000+00:00\", \"2019-02-08 01:39:30.000000+00:00\", \"2020-12-13 06:29:26.000000+00:00\", \"2019-03-18 04:51:09.000000+00:00\"], \"session_ids\": [\"2055a24e-8923-4e68-8a56-e3b95ea74937\", \"40088a21-d698-4837-9b81-7e1eaa9c5ab0\", \"38ccdb8f-6c66-428a-a28d-0fe526060d82\", \"9579de5d-340b-4b19-b7fa-2a61ad884d7b\", \"6303f40a-b836-4016-a502-a604d4ef5c6a\"], \"total_duration\": 1782.0, \"total_sessions\": 5, \"mean_week_duration\": 18.371}, \"33510\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-06-07 22:58:40.000000+00:00\", \"2019-06-17 04:34:52.000000+00:00\", \"2020-12-07 12:47:15.000000+00:00\", \"2021-12-17 08:56:25.000000+00:00\"], \"session_ids\": [\"78d9aed9-272d-45b3-9106-ac7c9c8e396d\", \"4b568a31-fd71-497b-8e9e-fd0b449f7f8b\", \"0e5f60eb-0417-4dab-8501-cf7de700af04\", \"fac8a543-9a13-49f9-b3e4-6ecdadb1dcd9\"], \"total_duration\": 1574.0, \"total_sessions\": 4, \"mean_week_duration\": 11.924}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to mean_week_duration attribute."
},
{
"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[{\"6380\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-02-27 10:31:36.000000+00:00\", \"2020-01-18 18:50:18.000000+00:00\"], \"session_ids\": [\"42de6773-8452-426e-b676-f606c3a3fe07\", \"04d268f2-9a94-4fc2-8512-bfcaa08893ca\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.239}}, {\"70836\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-09-07 16:01:20.000000+00:00\", \"2021-03-14 03:57:39.000000+00:00\"], \"session_ids\": [\"a02da687-9c75-4eb8-b64b-c2a026a01cbb\", \"152709af-b772-4f8d-9d0d-42473b37e97b\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 0.785}}, {\"72509\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-01-21 03:27:50.000000+00:00\", \"2022-10-14 07:21:14.000000+00:00\", \"2021-01-27 07:30:25.000000+00:00\", \"2023-04-13 02:09:00.000000+00:00\", \"2020-04-03 23:53:48.000000+00:00\", \"2019-11-06 06:31:43.000000+00:00\", \"2020-04-07 16:29:39.000000+00:00\", \"2020-08-28 21:41:12.000000+00:00\", \"2022-11-09 15:15:37.000000+00:00\", \"2021-02-21 14:04:17.000000+00:00\"], \"session_ids\": [\"45faa516-8eb0-47a7-acff-f6d05596d8e8\", \"44a74b30-fa61-4967-8203-b44d9bcc9b4a\", \"61124856-7c13-4835-9593-e250057544e2\", \"2ad0c5b8-39d9-4332-93b3-cb49ff250215\", \"196d74d5-521d-4442-af7f-68f9c7a640a6\", \"239d24a2-1898-48dc-9b60-ca35add96083\", \"bf671c3f-6d03-4013-a26a-e270b460857c\", \"cf662329-a566-4146-af29-32778abbc75d\", \"bce4112d-9a65-4419-a90f-022c2ad4786c\", \"3da5015b-2230-4b50-8133-88e19056a04d\"], \"total_duration\": 523.0, \"total_sessions\": 10, \"mean_week_duration\": 2.922}}, {\"35629\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-07-26 07:01:34.000000+00:00\", \"2020-01-17 20:01:40.000000+00:00\", \"2020-08-21 00:36:55.000000+00:00\", \"2020-05-25 18:57:02.000000+00:00\"], \"session_ids\": [\"3f16411e-763c-412a-af3a-5a6142cdfc6d\", \"0b035546-c550-42df-8868-a2c625a5b04a\", \"4dea9557-dbe6-461a-9582-b363cbafc37a\", \"1a3e6309-1069-4272-a7f2-b8945486601c\"], \"total_duration\": 514.0, \"total_sessions\": 4, \"mean_week_duration\": 3.894}}, {\"13630\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-12-25 20:11:22.000000+00:00\", \"2022-04-05 05:31:25.000000+00:00\", \"2020-10-14 01:50:01.000000+00:00\"], \"session_ids\": [\"87855946-fd32-4b03-a41a-84b3ecec1de3\", \"07d3f0e2-8451-4c86-929a-d798e043198b\", \"d444dade-ea16-49dc-a70d-a839aa54ebc8\"], \"total_duration\": 539.0, \"total_sessions\": 3, \"mean_week_duration\": 4.687}}, {\"33510\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-06-07 22:58:40.000000+00:00\", \"2019-06-17 04:34:52.000000+00:00\", \"2020-12-07 12:47:15.000000+00:00\", \"2021-12-17 08:56:25.000000+00:00\"], \"session_ids\": [\"78d9aed9-272d-45b3-9106-ac7c9c8e396d\", \"4b568a31-fd71-497b-8e9e-fd0b449f7f8b\", \"0e5f60eb-0417-4dab-8501-cf7de700af04\", \"fac8a543-9a13-49f9-b3e4-6ecdadb1dcd9\"], \"total_duration\": 1574.0, \"total_sessions\": 4, \"mean_week_duration\": 11.924}}, {\"40096\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-12-08 23:55:42.000000+00:00\", \"2021-10-21 19:55:00.000000+00:00\", \"2022-07-14 00:49:23.000000+00:00\", \"2019-02-09 18:05:25.000000+00:00\", \"2021-06-30 01:39:10.000000+00:00\", \"2021-04-04 08:32:28.000000+00:00\", \"2022-11-08 05:53:03.000000+00:00\"], \"session_ids\": [\"f0114807-d889-4212-a768-1f11e46106a9\", \"7c4e591a-dd0e-41f8-996a-5fab2ac029e6\", \"d5153711-e161-4e50-b093-9f22b604324f\", \"59042e16-9cc0-41e3-9e86-63f3836fc56d\", \"6bcd8dcb-d883-4dec-98a3-caf2aca17127\", \"ed65ce60-7432-4a5a-b689-2aad54b8a9aa\", \"6e22815f-01e0-4375-b325-dc476b0bc031\"], \"total_duration\": 3015.0, \"total_sessions\": 7, \"mean_week_duration\": 15.075}}, {\"98077\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-04-14 02:25:01.000000+00:00\", \"2019-05-20 02:13:50.000000+00:00\", \"2019-02-08 01:39:30.000000+00:00\", \"2020-12-13 06:29:26.000000+00:00\", \"2019-03-18 04:51:09.000000+00:00\"], \"session_ids\": [\"2055a24e-8923-4e68-8a56-e3b95ea74937\", \"40088a21-d698-4837-9b81-7e1eaa9c5ab0\", \"38ccdb8f-6c66-428a-a28d-0fe526060d82\", \"9579de5d-340b-4b19-b7fa-2a61ad884d7b\", \"6303f40a-b836-4016-a502-a604d4ef5c6a\"], \"total_duration\": 1782.0, \"total_sessions\": 5, \"mean_week_duration\": 18.371}}, {\"80885\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-02-18 07:12:37.000000+00:00\", \"2021-05-14 10:39:09.000000+00:00\", \"2019-06-21 20:48:36.000000+00:00\", \"2023-04-30 19:01:28.000000+00:00\", \"2020-08-03 07:04:28.000000+00:00\", \"2019-06-09 01:35:42.000000+00:00\", \"2022-04-25 09:46:38.000000+00:00\", \"2021-08-27 00:36:00.000000+00:00\", \"2021-11-10 18:00:49.000000+00:00\", \"2019-08-10 17:17:59.000000+00:00\", \"2023-04-05 17:45:19.000000+00:00\"], \"session_ids\": [\"ccc2abd5-c1d0-4a07-a3bd-1a3325d473a3\", \"e1729412-4491-4c57-a28e-765a53ccd36c\", \"2519aec2-7059-4579-bac3-a7ce0cdbf877\", \"2d27d6d4-6f1c-4903-a01a-83a645621478\", \"8abff135-cbf4-48e9-9822-37ffdb64f83e\", \"dd5ea040-3ced-48d9-bb95-d6f7013680fc\", \"d46b599c-ed7e-4876-adb5-5801f1f076a2\", \"626ece01-7c52-4095-b14d-30d7a7fe04e3\", \"bf91cfbf-d146-4be7-9e81-9efbc9925b8c\", \"21a19c84-8804-408e-8ac5-8666879fbe50\", \"3111eae0-ff49-41ea-85bd-d1be96d2041d\"], \"total_duration\": 5653.0, \"total_sessions\": 11, \"mean_week_duration\": 27.847}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 6 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"6380\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-02-27 10:31:36.000000+00:00\", \"2020-01-18 18:50:18.000000+00:00\"], \"session_ids\": [\"42de6773-8452-426e-b676-f606c3a3fe07\", \"04d268f2-9a94-4fc2-8512-bfcaa08893ca\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.239}}, {\"70836\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-09-07 16:01:20.000000+00:00\", \"2021-03-14 03:57:39.000000+00:00\"], \"session_ids\": [\"a02da687-9c75-4eb8-b64b-c2a026a01cbb\", \"152709af-b772-4f8d-9d0d-42473b37e97b\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 0.785}}, {\"72509\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-01-21 03:27:50.000000+00:00\", \"2022-10-14 07:21:14.000000+00:00\", \"2021-01-27 07:30:25.000000+00:00\", \"2023-04-13 02:09:00.000000+00:00\", \"2020-04-03 23:53:48.000000+00:00\", \"2019-11-06 06:31:43.000000+00:00\", \"2020-04-07 16:29:39.000000+00:00\", \"2020-08-28 21:41:12.000000+00:00\", \"2022-11-09 15:15:37.000000+00:00\", \"2021-02-21 14:04:17.000000+00:00\"], \"session_ids\": [\"45faa516-8eb0-47a7-acff-f6d05596d8e8\", \"44a74b30-fa61-4967-8203-b44d9bcc9b4a\", \"61124856-7c13-4835-9593-e250057544e2\", \"2ad0c5b8-39d9-4332-93b3-cb49ff250215\", \"196d74d5-521d-4442-af7f-68f9c7a640a6\", \"239d24a2-1898-48dc-9b60-ca35add96083\", \"bf671c3f-6d03-4013-a26a-e270b460857c\", \"cf662329-a566-4146-af29-32778abbc75d\", \"bce4112d-9a65-4419-a90f-022c2ad4786c\", \"3da5015b-2230-4b50-8133-88e19056a04d\"], \"total_duration\": 523.0, \"total_sessions\": 10, \"mean_week_duration\": 2.922}}, {\"35629\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-07-26 07:01:34.000000+00:00\", \"2020-01-17 20:01:40.000000+00:00\", \"2020-08-21 00:36:55.000000+00:00\", \"2020-05-25 18:57:02.000000+00:00\"], \"session_ids\": [\"3f16411e-763c-412a-af3a-5a6142cdfc6d\", \"0b035546-c550-42df-8868-a2c625a5b04a\", \"4dea9557-dbe6-461a-9582-b363cbafc37a\", \"1a3e6309-1069-4272-a7f2-b8945486601c\"], \"total_duration\": 514.0, \"total_sessions\": 4, \"mean_week_duration\": 3.894}}, {\"13630\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-12-25 20:11:22.000000+00:00\", \"2022-04-05 05:31:25.000000+00:00\", \"2020-10-14 01:50:01.000000+00:00\"], \"session_ids\": [\"87855946-fd32-4b03-a41a-84b3ecec1de3\", \"07d3f0e2-8451-4c86-929a-d798e043198b\", \"d444dade-ea16-49dc-a70d-a839aa54ebc8\"], \"total_duration\": 539.0, \"total_sessions\": 3, \"mean_week_duration\": 4.687}}, {\"33510\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-06-07 22:58:40.000000+00:00\", \"2019-06-17 04:34:52.000000+00:00\", \"2020-12-07 12:47:15.000000+00:00\", \"2021-12-17 08:56:25.000000+00:00\"], \"session_ids\": [\"78d9aed9-272d-45b3-9106-ac7c9c8e396d\", \"4b568a31-fd71-497b-8e9e-fd0b449f7f8b\", \"0e5f60eb-0417-4dab-8501-cf7de700af04\", \"fac8a543-9a13-49f9-b3e4-6ecdadb1dcd9\"], \"total_duration\": 1574.0, \"total_sessions\": 4, \"mean_week_duration\": 11.924}}]\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[{\"6380\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-02-27 10:31:36.000000+00:00\", \"2020-01-18 18:50:18.000000+00:00\"], \"session_ids\": [\"42de6773-8452-426e-b676-f606c3a3fe07\", \"04d268f2-9a94-4fc2-8512-bfcaa08893ca\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.239}}, {\"70836\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-09-07 16:01:20.000000+00:00\", \"2021-03-14 03:57:39.000000+00:00\"], \"session_ids\": [\"a02da687-9c75-4eb8-b64b-c2a026a01cbb\", \"152709af-b772-4f8d-9d0d-42473b37e97b\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 0.785}}, {\"72509\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-01-21 03:27:50.000000+00:00\", \"2022-10-14 07:21:14.000000+00:00\", \"2021-01-27 07:30:25.000000+00:00\", \"2023-04-13 02:09:00.000000+00:00\", \"2020-04-03 23:53:48.000000+00:00\", \"2019-11-06 06:31:43.000000+00:00\", \"2020-04-07 16:29:39.000000+00:00\", \"2020-08-28 21:41:12.000000+00:00\", \"2022-11-09 15:15:37.000000+00:00\", \"2021-02-21 14:04:17.000000+00:00\"], \"session_ids\": [\"45faa516-8eb0-47a7-acff-f6d05596d8e8\", \"44a74b30-fa61-4967-8203-b44d9bcc9b4a\", \"61124856-7c13-4835-9593-e250057544e2\", \"2ad0c5b8-39d9-4332-93b3-cb49ff250215\", \"196d74d5-521d-4442-af7f-68f9c7a640a6\", \"239d24a2-1898-48dc-9b60-ca35add96083\", \"bf671c3f-6d03-4013-a26a-e270b460857c\", \"cf662329-a566-4146-af29-32778abbc75d\", \"bce4112d-9a65-4419-a90f-022c2ad4786c\", \"3da5015b-2230-4b50-8133-88e19056a04d\"], \"total_duration\": 523.0, \"total_sessions\": 10, \"mean_week_duration\": 2.922}}, {\"35629\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-07-26 07:01:34.000000+00:00\", \"2020-01-17 20:01:40.000000+00:00\", \"2020-08-21 00:36:55.000000+00:00\", \"2020-05-25 18:57:02.000000+00:00\"], \"session_ids\": [\"3f16411e-763c-412a-af3a-5a6142cdfc6d\", \"0b035546-c550-42df-8868-a2c625a5b04a\", \"4dea9557-dbe6-461a-9582-b363cbafc37a\", \"1a3e6309-1069-4272-a7f2-b8945486601c\"], \"total_duration\": 514.0, \"total_sessions\": 4, \"mean_week_duration\": 3.894}}, {\"13630\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-12-25 20:11:22.000000+00:00\", \"2022-04-05 05:31:25.000000+00:00\", \"2020-10-14 01:50:01.000000+00:00\"], \"session_ids\": [\"87855946-fd32-4b03-a41a-84b3ecec1de3\", \"07d3f0e2-8451-4c86-929a-d798e043198b\", \"d444dade-ea16-49dc-a70d-a839aa54ebc8\"], \"total_duration\": 539.0, \"total_sessions\": 3, \"mean_week_duration\": 4.687}}, {\"33510\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-06-07 22:58:40.000000+00:00\", \"2019-06-17 04:34:52.000000+00:00\", \"2020-12-07 12:47:15.000000+00:00\", \"2021-12-17 08:56:25.000000+00:00\"], \"session_ids\": [\"78d9aed9-272d-45b3-9106-ac7c9c8e396d\", \"4b568a31-fd71-497b-8e9e-fd0b449f7f8b\", \"0e5f60eb-0417-4dab-8501-cf7de700af04\", \"fac8a543-9a13-49f9-b3e4-6ecdadb1dcd9\"], \"total_duration\": 1574.0, \"total_sessions\": 4, \"mean_week_duration\": 11.924}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about 3 users with a duration summation that is above 1213 and below 3762, exclusive 3762 also apply sorting by app usage time from the smallest to the largest also display me 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{\"41230\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-07-24 12:56:43.000000+00:00\", \"2019-04-11 03:44:10.000000+00:00\", \"2022-12-12 09:41:11.000000+00:00\", \"2019-07-16 17:41:41.000000+00:00\"], \"session_ids\": [\"b45571ea-480e-45d9-8bf8-d8aaad181bf1\", \"b6dd764c-8158-47c3-802a-6bece7034fd6\", \"02803fd9-ebd5-45ce-92c2-6d46522a22b2\", \"d478694f-89bc-480e-b963-841be0fa8cb6\"], \"total_duration\": 154.0, \"total_sessions\": 4, \"mean_week_duration\": 0.802}, \"15328\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-04-15 03:23:57.000000+00:00\", \"2020-06-07 15:53:17.000000+00:00\"], \"session_ids\": [\"bfb32a2e-fdb5-40ee-aeb7-533e0e08dd71\", \"37ffc449-624d-489b-8426-86778cd9c5d3\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.161}, \"75911\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-01-01 21:34:57.000000+00:00\", \"2022-06-26 21:41:56.000000+00:00\"], \"session_ids\": [\"88f800aa-f9ce-4311-bdf2-3cb2bb802c92\", \"f3a0b08a-95e3-45e7-a3c3-0707775e2980\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.154}, \"54756\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-12-29 16:33:24.000000+00:00\", \"2022-08-09 00:58:49.000000+00:00\", \"2022-08-27 03:59:10.000000+00:00\", \"2022-06-16 23:15:38.000000+00:00\", \"2021-12-12 02:13:40.000000+00:00\"], \"session_ids\": [\"e574865f-9376-4f09-ac51-60878f54feed\", \"f6d72d11-3559-407e-952b-a7a68ebade73\", \"d737530a-aaad-4009-abca-5f43d1e6edb4\", \"1dd26ae6-d4fb-40e4-9f2f-99358a6edd82\", \"e8195a8f-3b2b-46d1-86bc-ac9b0b10a039\"], \"total_duration\": 37.0, \"total_sessions\": 5, \"mean_week_duration\": 0.266}, \"80136\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-30 02:38:35.000000+00:00\", \"2022-12-30 07:56:26.000000+00:00\"], \"session_ids\": [\"a5d9f2c0-699b-4895-b951-0f50941722e6\", \"0d6a94fd-d3e6-4069-8183-545c13942ad1\"], \"total_duration\": 323.0, \"total_sessions\": 2, \"mean_week_duration\": 6.729}, \"39541\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-01-15 06:16:26.000000+00:00\", \"2020-02-19 06:27:28.000000+00:00\", \"2021-10-21 20:59:45.000000+00:00\", \"2023-03-18 19:51:44.000000+00:00\", \"2020-04-19 04:09:45.000000+00:00\"], \"session_ids\": [\"ad2ac3ed-35d4-4749-9473-a038ab6bc42c\", \"68ae8564-10c5-4944-8bd4-c84830ccdad8\", \"6ac72727-0e0e-42b2-b4f7-ec2e0ba6c651\", \"a844a61f-9fea-4906-9cb9-fb4ab0cf09d4\", \"5e0c33e2-4b30-4e24-974d-57e95ed641b4\"], \"total_duration\": 42.0, \"total_sessions\": 5, \"mean_week_duration\": 0.261}, \"84208\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-07-31 19:44:02.000000+00:00\", \"2021-06-07 23:13:43.000000+00:00\", \"2022-08-22 08:57:47.000000+00:00\", \"2022-08-21 17:09:53.000000+00:00\", \"2022-06-09 03:16:21.000000+00:00\", \"2020-01-03 18:13:27.000000+00:00\", \"2019-04-03 13:22:07.000000+00:00\"], \"session_ids\": [\"5078941c-0f1c-484c-935b-5f40d98119a8\", \"85fbbc33-0817-4e1d-bdd3-5ba727499eac\", \"0af11dd8-d7c6-4632-8469-708831145f2d\", \"ebf1a344-5f37-453f-a33e-48d7e71fa0fb\", \"c37c4a47-63ee-4cf1-82da-7ddbebbb5c2b\", \"86564162-905a-4ae7-8cbc-66e77e17fe4b\", \"a8b6d6ef-c3e2-41d4-b591-0090a41f5f8b\"], \"total_duration\": 8418.0, \"total_sessions\": 7, \"mean_week_duration\": 47.559}, \"19013\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-11-26 03:33:03.000000+00:00\", \"2022-01-07 15:10:50.000000+00:00\", \"2020-01-15 03:01:59.000000+00:00\", \"2022-08-02 12:00:33.000000+00:00\", \"2022-04-11 23:49:15.000000+00:00\", \"2022-06-12 09:39:51.000000+00:00\", \"2020-01-31 09:37:22.000000+00:00\", \"2020-10-24 02:15:31.000000+00:00\", \"2021-08-29 13:11:04.000000+00:00\"], \"session_ids\": [\"52c6d8d7-231d-4f75-b09d-bb1a21ad8f81\", \"27e4794b-228f-4cd9-abc6-a400a31877a9\", \"8ca8a01b-86f4-4305-b1a3-6b7514403c45\", \"a9e14e09-1a52-4c4d-b757-e217e3bdbf22\", \"029f39eb-25fe-4b27-af3c-79f3e9b257ec\", \"84c39380-3b0d-41a0-b872-022f4abf29bb\", \"25896a65-0b78-46bb-b940-c7469b03145b\", \"d90375cd-1428-4c90-bbc2-afe7583709d3\", \"96f434a5-9320-4933-abf0-f763af078248\"], \"total_duration\": 5660.0, \"total_sessions\": 9, \"mean_week_duration\": 40.429}, \"12254\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-03-02 11:29:05.000000+00:00\", \"2020-06-22 15:47:46.000000+00:00\"], \"session_ids\": [\"39137723-bae7-455e-a0a1-2c33bbb91553\", \"898f6167-7a11-4802-a92d-bd4dda2602bc\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.333}, \"11534\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-02-02 06:24:04.000000+00:00\", \"2021-09-19 16:54:11.000000+00:00\"], \"session_ids\": [\"4711c86c-2354-4a4f-b18c-79a1a8fea42a\", \"331333e9-169f-4726-bca4-e8ee6521a8a9\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 0.812}}\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 1213 and are less than 3762"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_duration\": [[1213, 3762]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about 3 users who currently live in cities Stockholm, San Jose, Oslo, Caracas, Amsterdam, Johannesburg , apply sorting by town name from the smallest value to the largest 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{\"98030\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-01-07 19:39:46.000000+00:00\", \"2020-01-05 13:06:24.000000+00:00\"], \"session_ids\": [\"6488bb3c-4ac0-4fdb-a185-a631b242cdac\", \"54e06b37-865b-436a-8f4a-83eb6af486b3\"], \"total_duration\": 280.0, \"total_sessions\": 2, \"mean_week_duration\": 1.783}, \"91847\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-08-16 22:03:51.000000+00:00\", \"2019-03-25 12:10:35.000000+00:00\"], \"session_ids\": [\"50110373-aa3f-46ba-a363-80d08581511a\", \"0da83457-aaf8-40c3-8489-d7f17f7882be\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 7.381}, \"71485\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-02-09 01:01:05.000000+00:00\", \"2022-10-10 15:55:15.000000+00:00\"], \"session_ids\": [\"38b92ff7-8fb6-438c-89ab-c63e962623e7\", \"bf6b3155-7832-47f8-9159-2062ace3379c\"], \"total_duration\": 374.0, \"total_sessions\": 2, \"mean_week_duration\": 1.948}, \"95465\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-27 02:47:28.000000+00:00\", \"2019-01-07 00:02:08.000000+00:00\"], \"session_ids\": [\"e2c83fa8-d825-4f63-9083-ae5fd27a405b\", \"37620d2f-bd57-4b3b-ad1c-d0cba36ed878\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.085}, \"21620\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-07-02 23:56:56.000000+00:00\", \"2022-01-20 21:01:53.000000+00:00\"], \"session_ids\": [\"732feac9-40b2-4667-9d7d-47c068e9bb9f\", \"2e03437f-7ed2-45f8-8fa3-90004667cf5a\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.309}, \"48415\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-12-26 08:22:57.000000+00:00\", \"2019-04-11 21:03:46.000000+00:00\"], \"session_ids\": [\"e48373ee-8b38-4069-8e71-65f4ca798edd\", \"44ec83ce-eb71-4306-b1e5-94d5294b0c63\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 2.6}, \"28146\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-10-05 00:40:10.000000+00:00\", \"2020-11-09 08:26:40.000000+00:00\", \"2023-02-24 23:41:14.000000+00:00\", \"2021-11-15 16:25:13.000000+00:00\"], \"session_ids\": [\"55961f32-f22f-473f-b572-e798c755df68\", \"e1e9af7a-b4e1-43aa-ac73-43537200189a\", \"294473b9-8d4c-4e53-abba-7af5927b942c\", \"eb1e9486-6530-4261-ad7e-f6b9270a8e28\"], \"total_duration\": 334.0, \"total_sessions\": 4, \"mean_week_duration\": 1.887}, \"46592\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-19 08:25:48.000000+00:00\", \"2023-04-14 20:43:12.000000+00:00\"], \"session_ids\": [\"6604148e-19a1-454f-b9fd-946b1afca602\", \"e15e3d2e-8158-47a8-bb83-2d28f5f06446\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 0.718}, \"72474\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2020-09-03 17:33:37.000000+00:00\", \"2020-12-14 00:43:18.000000+00:00\", \"2021-10-01 11:59:05.000000+00:00\"], \"session_ids\": [\"a9d5a722-d887-4b2c-afbf-05ba86613ac0\", \"b2707024-cd08-4890-a9e2-a1faec012d32\", \"8fc9e890-828c-4064-a05b-75c90d88e4c6\"], \"total_duration\": 108.0, \"total_sessions\": 3, \"mean_week_duration\": 1.929}, \"91358\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-12-04 17:18:17.000000+00:00\", \"2020-10-02 17:18:22.000000+00:00\"], \"session_ids\": [\"17bde62a-7e05-4ef0-8f4a-e325ef351b68\", \"bb3f5148-ca89-47d2-bdc8-3e2ff24c5804\"], \"total_duration\": 381.0, \"total_sessions\": 2, \"mean_week_duration\": 42.333}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Stockholm, San Jose, Oslo, Caracas, Amsterdam, Johannesburg"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Stockholm\", \"San Jose\", \"Oslo\", \"Caracas\", \"Amsterdam\", \"Johannesburg\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"71485\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-02-09 01:01:05.000000+00:00\", \"2022-10-10 15:55:15.000000+00:00\"], \"session_ids\": [\"38b92ff7-8fb6-438c-89ab-c63e962623e7\", \"bf6b3155-7832-47f8-9159-2062ace3379c\"], \"total_duration\": 374.0, \"total_sessions\": 2, \"mean_week_duration\": 1.948}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"71485\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-02-09 01:01:05.000000+00:00\", \"2022-10-10 15:55:15.000000+00:00\"], \"session_ids\": [\"38b92ff7-8fb6-438c-89ab-c63e962623e7\", \"bf6b3155-7832-47f8-9159-2062ace3379c\"], \"total_duration\": 374.0, \"total_sessions\": 2, \"mean_week_duration\": 1.948}}]\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[{\"71485\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-02-09 01:01:05.000000+00:00\", \"2022-10-10 15:55:15.000000+00:00\"], \"session_ids\": [\"38b92ff7-8fb6-438c-89ab-c63e962623e7\", \"bf6b3155-7832-47f8-9159-2062ace3379c\"], \"total_duration\": 374.0, \"total_sessions\": 2, \"mean_week_duration\": 1.948}}]\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[{\"71485\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-02-09 01:01:05.000000+00:00\", \"2022-10-10 15:55:15.000000+00:00\"], \"session_ids\": [\"38b92ff7-8fb6-438c-89ab-c63e962623e7\", \"bf6b3155-7832-47f8-9159-2062ace3379c\"], \"total_duration\": 374.0, \"total_sessions\": 2, \"mean_week_duration\": 1.948}}]\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 with a site usage time per week that is higher than 21, exclusive 21 also apply sorting by city name from the smallest to the largest."
}
] |
[
{
"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{\"96469\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-18 19:15:11.000000+00:00\", \"2021-04-02 02:39:46.000000+00:00\"], \"session_ids\": [\"b191fae2-de42-4ca2-ad71-f6ef77c416be\", \"e0a3461e-9978-48a1-bc19-fdad12eec23e\"], \"total_duration\": 291.0, \"total_sessions\": 2, \"mean_week_duration\": 97.0}, \"2900\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-05-23 01:37:46.000000+00:00\", \"2021-11-14 22:02:52.000000+00:00\", \"2021-09-02 17:17:28.000000+00:00\", \"2019-05-16 19:05:46.000000+00:00\", \"2023-05-06 16:09:34.000000+00:00\"], \"session_ids\": [\"d3f4f3d5-1cb0-43b7-9719-2c260c27dd5a\", \"cc64a321-2c98-449f-8ead-988d5120dce9\", \"e3a9ed6d-c5d5-44fb-a0cc-18938ee39f0c\", \"2e2107bf-8965-47b0-b064-5bc4ba0f8670\", \"e70fbe1f-617a-40d7-a353-7e331783a019\"], \"total_duration\": 1771.0, \"total_sessions\": 5, \"mean_week_duration\": 8.514}, \"55528\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-06-12 12:01:28.000000+00:00\", \"2020-06-16 16:47:58.000000+00:00\"], \"session_ids\": [\"bc1f898a-359d-47ef-b3c3-63040297ecde\", \"53154ccf-272b-4a03-9a04-05f9e70f72ff\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 2.481}, \"52717\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-03-30 23:00:04.000000+00:00\", \"2023-03-12 00:31:55.000000+00:00\"], \"session_ids\": [\"b93e6545-f5c3-4359-993a-9aba9bdc1b8f\", \"9cd7956c-ec33-4aef-9167-5800a5101c24\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 0.657}, \"96320\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-11-07 19:15:41.000000+00:00\", \"2019-03-21 02:47:55.000000+00:00\"], \"session_ids\": [\"8f23db8b-d669-4d55-b9f1-3ce90bb644d0\", \"58079aac-c872-4b8a-8ef7-8d4e65be59d7\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 0.775}, \"50399\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-12-25 21:26:03.000000+00:00\", \"2019-04-20 15:34:41.000000+00:00\"], \"session_ids\": [\"b072b4a7-7755-4440-a7e9-010db9756536\", \"4d1c19d1-de2b-46c5-9d92-e48b8713b7d1\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.4}, \"52464\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-05-28 03:10:06.000000+00:00\", \"2021-03-30 01:23:50.000000+00:00\"], \"session_ids\": [\"f6c50b0b-227a-45e3-b9f9-4a691fd2f9e5\", \"381d3695-d869-4b6e-81e2-5761bcadc0c5\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 13.556}, \"12386\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-25 21:35:29.000000+00:00\", \"2021-01-29 12:24:06.000000+00:00\", \"2020-09-27 10:54:20.000000+00:00\", \"2022-07-27 10:22:17.000000+00:00\", \"2019-12-17 14:57:28.000000+00:00\", \"2022-12-11 00:14:54.000000+00:00\"], \"session_ids\": [\"af0b4921-c7ce-4891-a60d-d361003bf677\", \"cc5b70bc-cb18-44f3-87ac-c57e7acecf2c\", \"ffe20dec-464d-4365-be18-fbee4af9e32a\", \"d2696828-c79d-4a58-b395-0973080569a8\", \"0f19bb90-68be-4fe2-9c01-279105cdf148\", \"d4c72011-e9aa-44c3-9637-57785b9cd9dc\"], \"total_duration\": 5510.0, \"total_sessions\": 6, \"mean_week_duration\": 31.13}, \"40225\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-09 05:24:05.000000+00:00\", \"2022-05-07 18:29:53.000000+00:00\", \"2023-06-25 01:46:49.000000+00:00\"], \"session_ids\": [\"968adde1-c79f-4a35-ac19-5802fe1c5a01\", \"e3b1155f-3ac3-4878-af28-d3d806468b11\", \"0b3bdc84-5e9d-48c1-8c49-eb73df618f92\"], \"total_duration\": 191.0, \"total_sessions\": 3, \"mean_week_duration\": 3.237}, \"92379\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-02-13 21:52:14.000000+00:00\", \"2022-09-01 19:42:11.000000+00:00\", \"2021-12-06 20:47:03.000000+00:00\", \"2022-09-14 20:53:20.000000+00:00\", \"2021-07-03 19:45:52.000000+00:00\", \"2019-09-18 07:23:19.000000+00:00\", \"2019-11-06 00:34:07.000000+00:00\", \"2022-10-29 16:51:19.000000+00:00\", \"2020-12-30 09:24:48.000000+00:00\", \"2021-12-06 05:08:38.000000+00:00\"], \"session_ids\": [\"3804d38c-34f7-4b80-bc78-d7e030ec44ef\", \"3c60c594-f8b8-491e-845b-567feea8f065\", \"68269766-40e3-4817-96ec-6c7c69dd2840\", \"8f7ddd73-982a-40bd-9845-c0d10b635ced\", \"b5d8ca54-24a8-4544-8ad0-1600784498d9\", \"f25d7bcb-98b2-4ae4-a4cb-d71ce35c1b05\", \"95bb84b6-a56d-4b75-875c-87a0cf33b793\", \"b1b1b50b-ff3e-42aa-b0d1-15c1a4dae752\", \"39208f2f-eb81-4e93-a540-51417f6ef600\", \"b56df4a7-ca02-4134-b3c1-d5ad3dc495e3\"], \"total_duration\": 1068.0, \"total_sessions\": 10, \"mean_week_duration\": 6.552}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are greater than 21"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\"]]}, \"all_values\": {\"mean_week_duration\": [[21, 31]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"96469\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-18 19:15:11.000000+00:00\", \"2021-04-02 02:39:46.000000+00:00\"], \"session_ids\": [\"b191fae2-de42-4ca2-ad71-f6ef77c416be\", \"e0a3461e-9978-48a1-bc19-fdad12eec23e\"], \"total_duration\": 291.0, \"total_sessions\": 2, \"mean_week_duration\": 97.0}, \"12386\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-25 21:35:29.000000+00:00\", \"2021-01-29 12:24:06.000000+00:00\", \"2020-09-27 10:54:20.000000+00:00\", \"2022-07-27 10:22:17.000000+00:00\", \"2019-12-17 14:57:28.000000+00:00\", \"2022-12-11 00:14:54.000000+00:00\"], \"session_ids\": [\"af0b4921-c7ce-4891-a60d-d361003bf677\", \"cc5b70bc-cb18-44f3-87ac-c57e7acecf2c\", \"ffe20dec-464d-4365-be18-fbee4af9e32a\", \"d2696828-c79d-4a58-b395-0973080569a8\", \"0f19bb90-68be-4fe2-9c01-279105cdf148\", \"d4c72011-e9aa-44c3-9637-57785b9cd9dc\"], \"total_duration\": 5510.0, \"total_sessions\": 6, \"mean_week_duration\": 31.13}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"12386\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-25 21:35:29.000000+00:00\", \"2021-01-29 12:24:06.000000+00:00\", \"2020-09-27 10:54:20.000000+00:00\", \"2022-07-27 10:22:17.000000+00:00\", \"2019-12-17 14:57:28.000000+00:00\", \"2022-12-11 00:14:54.000000+00:00\"], \"session_ids\": [\"af0b4921-c7ce-4891-a60d-d361003bf677\", \"cc5b70bc-cb18-44f3-87ac-c57e7acecf2c\", \"ffe20dec-464d-4365-be18-fbee4af9e32a\", \"d2696828-c79d-4a58-b395-0973080569a8\", \"0f19bb90-68be-4fe2-9c01-279105cdf148\", \"d4c72011-e9aa-44c3-9637-57785b9cd9dc\"], \"total_duration\": 5510.0, \"total_sessions\": 6, \"mean_week_duration\": 31.13}}, {\"96469\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-18 19:15:11.000000+00:00\", \"2021-04-02 02:39:46.000000+00:00\"], \"session_ids\": [\"b191fae2-de42-4ca2-ad71-f6ef77c416be\", \"e0a3461e-9978-48a1-bc19-fdad12eec23e\"], \"total_duration\": 291.0, \"total_sessions\": 2, \"mean_week_duration\": 97.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 1 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"12386\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-25 21:35:29.000000+00:00\", \"2021-01-29 12:24:06.000000+00:00\", \"2020-09-27 10:54:20.000000+00:00\", \"2022-07-27 10:22:17.000000+00:00\", \"2019-12-17 14:57:28.000000+00:00\", \"2022-12-11 00:14:54.000000+00:00\"], \"session_ids\": [\"af0b4921-c7ce-4891-a60d-d361003bf677\", \"cc5b70bc-cb18-44f3-87ac-c57e7acecf2c\", \"ffe20dec-464d-4365-be18-fbee4af9e32a\", \"d2696828-c79d-4a58-b395-0973080569a8\", \"0f19bb90-68be-4fe2-9c01-279105cdf148\", \"d4c72011-e9aa-44c3-9637-57785b9cd9dc\"], \"total_duration\": 5510.0, \"total_sessions\": 6, \"mean_week_duration\": 31.13}}]\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[{\"12386\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-25 21:35:29.000000+00:00\", \"2021-01-29 12:24:06.000000+00:00\", \"2020-09-27 10:54:20.000000+00:00\", \"2022-07-27 10:22:17.000000+00:00\", \"2019-12-17 14:57:28.000000+00:00\", \"2022-12-11 00:14:54.000000+00:00\"], \"session_ids\": [\"af0b4921-c7ce-4891-a60d-d361003bf677\", \"cc5b70bc-cb18-44f3-87ac-c57e7acecf2c\", \"ffe20dec-464d-4365-be18-fbee4af9e32a\", \"d2696828-c79d-4a58-b395-0973080569a8\", \"0f19bb90-68be-4fe2-9c01-279105cdf148\", \"d4c72011-e9aa-44c3-9637-57785b9cd9dc\"], \"total_duration\": 5510.0, \"total_sessions\": 6, \"mean_week_duration\": 31.13}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about 7 users with a sum of duration that is above 974 and below 4240, exclusive 974 inclusive 4240 , perform sorting by number of sessions asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"75410\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-10-26 23:32:08.000000+00:00\", \"2022-10-12 02:31:33.000000+00:00\", \"2022-09-21 23:19:02.000000+00:00\", \"2020-12-01 16:04:14.000000+00:00\"], \"session_ids\": [\"7d848053-1db0-46d6-be56-45c8f473a3ec\", \"0f34110e-ceaf-4eeb-888d-7f889d6ef8bf\", \"94c66cd6-11bb-4c35-9ff2-19a4407348aa\", \"80727ad2-3057-4833-b9c0-c202b15cc505\"], \"total_duration\": 195.0, \"total_sessions\": 4, \"mean_week_duration\": 1.258}, \"86449\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-08-03 12:40:14.000000+00:00\", \"2019-03-03 15:54:28.000000+00:00\", \"2021-12-30 14:49:44.000000+00:00\"], \"session_ids\": [\"eed92e93-bc09-4755-ab0d-4031a6ee38a0\", \"3583d5d8-934a-44aa-a920-f0891da2b246\", \"d3262455-1c09-4276-9b5c-afa73e9304ae\"], \"total_duration\": 248.0, \"total_sessions\": 3, \"mean_week_duration\": 1.676}, \"46789\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-06-22 15:12:19.000000+00:00\", \"2023-03-26 11:54:42.000000+00:00\"], \"session_ids\": [\"8356e59e-cb4a-40c9-9a34-163d0c083bbe\", \"79190028-961e-4f5b-87e5-a0342a14b0b9\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 1.467}, \"34960\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-22 10:41:38.000000+00:00\", \"2019-09-28 19:33:37.000000+00:00\", \"2022-04-22 09:35:17.000000+00:00\", \"2021-12-04 00:09:15.000000+00:00\", \"2022-09-09 08:03:43.000000+00:00\", \"2022-11-05 14:02:19.000000+00:00\"], \"session_ids\": [\"3d546f88-ca8a-4592-ae73-4d0b8c5c34c6\", \"f8e3c56e-98d8-401e-9edf-708b0be970c7\", \"9e9966d8-11ee-4530-98e1-fb192684c70f\", \"cf7e7506-01d9-420e-8a79-63d072b21b3d\", \"836e9a6f-7ca0-4dc1-a156-5c6b90c9418a\", \"f6ce9abe-22de-4a9f-8de3-6aaaca51e959\"], \"total_duration\": 6119.0, \"total_sessions\": 6, \"mean_week_duration\": 37.772}, \"17067\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-09-04 07:59:24.000000+00:00\", \"2020-05-11 17:02:37.000000+00:00\", \"2021-04-03 03:22:06.000000+00:00\", \"2023-03-31 18:56:30.000000+00:00\", \"2019-12-14 16:46:39.000000+00:00\", \"2019-09-17 11:04:12.000000+00:00\", \"2020-03-30 12:43:13.000000+00:00\", \"2021-03-04 16:29:20.000000+00:00\", \"2020-03-22 04:10:45.000000+00:00\", \"2020-02-05 23:09:32.000000+00:00\"], \"session_ids\": [\"e64d367b-68f3-4f0a-8af8-14a85738c44f\", \"e06b78e1-0ec3-4b6d-af49-f2e0116ef3bd\", \"63176a25-fcd9-4083-bead-24e819b306c4\", \"31e90e0c-d9a6-4060-855f-0fb7bde83909\", \"da1f877f-eb81-477c-85c2-aa571522e700\", \"17a28e26-1232-482b-a842-08a9db2717ec\", \"daabd490-270c-42a7-87f2-4fa92851aa88\", \"a8110f7f-1022-48b8-bb5c-8d3dfc131d09\", \"9b60ac64-5ba3-4d26-9dce-15e6338363fb\", \"ac656a02-c50b-415f-afe2-a6dcc275670b\"], \"total_duration\": 7922.0, \"total_sessions\": 10, \"mean_week_duration\": 42.822}, \"51725\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-12-26 20:48:56.000000+00:00\", \"2023-05-12 09:18:23.000000+00:00\", \"2019-02-15 12:27:17.000000+00:00\", \"2020-06-22 01:36:49.000000+00:00\", \"2021-10-05 16:16:35.000000+00:00\"], \"session_ids\": [\"43bf277a-4a57-4321-ba2f-a90a16f2c1f2\", \"43ff924d-7c51-427e-8d83-475daf629b6d\", \"197ac4ee-4926-4300-b087-be1a3b0632b6\", \"47d8c318-49af-45a3-a703-73a0635e3dc9\", \"3deaf70a-ecb0-479e-a3f5-2f0618eea6ab\"], \"total_duration\": 526.0, \"total_sessions\": 5, \"mean_week_duration\": 2.38}, \"13074\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-04-11 22:21:43.000000+00:00\", \"2022-06-21 22:52:31.000000+00:00\", \"2022-12-28 20:26:15.000000+00:00\", \"2023-06-30 23:32:02.000000+00:00\", \"2019-06-22 23:53:57.000000+00:00\", \"2023-06-12 16:37:49.000000+00:00\", \"2023-05-14 17:54:25.000000+00:00\"], \"session_ids\": [\"aba3c83b-ac5e-4981-a293-9497bfd4c721\", \"5c24c7d9-ad09-4b39-bf53-99408b661010\", \"c6c9f072-f5ba-4386-b476-880484b06878\", \"fabc345f-b37a-4fef-8b5d-844d6e3ebcf1\", \"66286e71-f39f-41ee-ab31-720389b3ee44\", \"a725e177-b8cb-4a9e-8c6d-ec66c680ee31\", \"a975645e-39f6-4acf-bc3d-79115611529a\"], \"total_duration\": 8215.0, \"total_sessions\": 7, \"mean_week_duration\": 39.119}, \"24528\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-01-06 20:05:53.000000+00:00\", \"2020-05-28 23:53:39.000000+00:00\", \"2020-10-20 23:07:24.000000+00:00\"], \"session_ids\": [\"bb6941e0-109b-45b1-9266-8cab6582308e\", \"65d65449-574a-481e-8c67-1577f88d04f1\", \"55ba8fdc-dc1c-4a77-8805-8802e9492151\"], \"total_duration\": 68.0, \"total_sessions\": 3, \"mean_week_duration\": 0.81}, \"32802\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-11-04 00:22:11.000000+00:00\", \"2020-12-21 00:05:17.000000+00:00\", \"2022-08-11 12:01:21.000000+00:00\"], \"session_ids\": [\"c5cb9e91-62d8-4e11-93e0-85a3380a6807\", \"dfed5ee4-6e69-4e58-bf04-857c1785f121\", \"c93a6933-00c9-4b29-a049-e8532ee098ec\"], \"total_duration\": 92.0, \"total_sessions\": 3, \"mean_week_duration\": 1.07}, \"57300\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-10-10 15:47:13.000000+00:00\", \"2019-11-28 04:58:02.000000+00:00\"], \"session_ids\": [\"c5c1de97-d83e-4f6a-b845-79d962ddfe2b\", \"a7ca4cb4-7fde-488e-a054-60f5d1d3b0f4\"], \"total_duration\": 177.0, \"total_sessions\": 2, \"mean_week_duration\": 1.806}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are greater than 974 and are equal or less than 4240"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[974, 4240]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Share insights on users who have average week duration strictly smaller than AAA also sort by time spent on the site per week in desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"1865\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-01-25 01:55:50.000000+00:00\", \"2022-01-30 03:03:44.000000+00:00\"], \"session_ids\": [\"c426417f-c639-4d31-b291-95db73e99399\", \"672c5e3c-c72d-44ab-8548-c46bb2b0c42a\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 0.67}, \"47034\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-26 09:37:27.000000+00:00\", \"2020-04-16 11:12:03.000000+00:00\"], \"session_ids\": [\"33f9c59c-ca33-4630-a559-0bbed72e48fd\", \"1f36be55-1f08-47ba-96ad-b052006b2f53\"], \"total_duration\": 328.0, \"total_sessions\": 2, \"mean_week_duration\": 3.094}, \"59371\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-08-17 08:22:30.000000+00:00\", \"2019-03-22 09:38:03.000000+00:00\", \"2019-10-19 15:32:15.000000+00:00\", \"2020-08-02 05:14:28.000000+00:00\", \"2022-07-20 16:07:50.000000+00:00\", \"2021-07-02 21:46:48.000000+00:00\", \"2020-10-21 09:22:32.000000+00:00\"], \"session_ids\": [\"499dffdd-799a-40e9-885f-8aa9ef1082de\", \"fc75eef8-c092-4f77-8f14-0a604a308dd1\", \"a95252fc-965d-4755-a3a2-d8dec9493b14\", \"5e6d9b80-7dfd-44f7-8a1b-05b3b6187616\", \"f36f05d2-bcaa-43ae-8bc3-ad2af1c48cd0\", \"9594894c-2de7-4608-ba6a-992c1e0cb4fb\", \"1fd8a559-ef47-40c4-8509-527eec2e601b\"], \"total_duration\": 710.0, \"total_sessions\": 7, \"mean_week_duration\": 3.989}, \"88956\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-04 23:25:55.000000+00:00\", \"2019-09-02 05:41:09.000000+00:00\"], \"session_ids\": [\"b3a328b6-c553-4c86-9144-89854f882a31\", \"770df547-71c3-4871-bd92-d244d270ee06\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 0.691}, \"85422\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-12-12 03:21:19.000000+00:00\", \"2020-07-14 05:51:01.000000+00:00\"], \"session_ids\": [\"76261a90-ffa7-4315-aefc-461d9288e94d\", \"c5908456-7fdd-4773-8d37-e4f99b05e6d9\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.238}, \"38858\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-06-20 00:18:32.000000+00:00\", \"2021-12-13 07:32:01.000000+00:00\", \"2022-08-02 18:37:27.000000+00:00\", \"2023-04-04 15:55:05.000000+00:00\", \"2019-02-02 04:01:41.000000+00:00\", \"2022-03-07 20:30:13.000000+00:00\", \"2021-07-29 18:05:18.000000+00:00\"], \"session_ids\": [\"370ea029-95b2-4c54-9860-4843f572b6c1\", \"48571c21-7a6b-4ea3-8d76-2fb886944557\", \"6b3f394c-727c-4bdb-88f6-f4b4c37d8297\", \"06a107dd-56ce-404d-a74f-36dd327e3285\", \"3019e6d6-68fe-4472-a2e2-46dcfe2bde00\", \"9847c644-7d3a-41be-bfc9-b6680a4641e2\", \"64882349-1d82-4bdf-92fa-32501ca5af96\"], \"total_duration\": 1927.0, \"total_sessions\": 7, \"mean_week_duration\": 8.839}, \"56538\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-05-28 18:16:01.000000+00:00\", \"2021-02-15 10:58:33.000000+00:00\"], \"session_ids\": [\"79b74500-5433-40d5-b39b-c6eb536b5e34\", \"eb3d9d78-33f8-44aa-9021-d9004307033a\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.118}, \"53853\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-05-16 22:24:52.000000+00:00\", \"2019-09-25 14:34:20.000000+00:00\", \"2019-02-21 19:01:06.000000+00:00\"], \"session_ids\": [\"cd52ebdc-d685-43e0-8fb1-d840b481e150\", \"00ee31c1-ec2f-4f31-bf05-1a57c6a2e377\", \"c8f22da5-4231-41ad-bd48-fd19ced62145\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.183}, \"31824\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-18 12:20:16.000000+00:00\", \"2019-08-10 20:52:37.000000+00:00\"], \"session_ids\": [\"9f3d8745-f496-437c-a240-73715b252f53\", \"30dfeab9-cf52-4b5c-828e-cd7640c97955\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 1.303}, \"50294\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-05 00:59:00.000000+00:00\", \"2020-07-13 20:23:52.000000+00:00\", \"2022-06-27 00:49:41.000000+00:00\", \"2021-03-11 00:49:56.000000+00:00\", \"2019-09-18 03:40:29.000000+00:00\", \"2019-02-02 03:44:15.000000+00:00\", \"2022-05-29 16:56:56.000000+00:00\", \"2020-10-11 06:05:47.000000+00:00\", \"2021-04-19 11:14:08.000000+00:00\", \"2020-11-09 23:51:01.000000+00:00\"], \"session_ids\": [\"cde46dbc-0eda-4072-9ba1-5b1792791acc\", \"b05e4b70-e72c-42e3-a5e6-6ec2b4ad659f\", \"dd3572c2-7990-487e-bd26-34e4df40451a\", \"99278130-023d-4435-85ea-0838e3dcbd25\", \"1d229b49-9f90-42e4-ba4a-7f8176221c31\", \"a45aa212-0c0a-4477-b7e0-843c84eec75c\", \"df2e17ea-9baa-4f27-a583-c934a310e557\", \"d007e5a1-5811-40bf-ac69-ba43db28c2ab\", \"0dac8d75-6446-418b-bb8c-66bac2241a9c\", \"e88c952b-5433-4d9b-81ec-182dd711370c\"], \"total_duration\": 3392.0, \"total_sessions\": 10, \"mean_week_duration\": 19.056}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are less than 13"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\"]]}, \"all_values\": {\"mean_week_duration\": [[13, 49]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"1865\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-01-25 01:55:50.000000+00:00\", \"2022-01-30 03:03:44.000000+00:00\"], \"session_ids\": [\"c426417f-c639-4d31-b291-95db73e99399\", \"672c5e3c-c72d-44ab-8548-c46bb2b0c42a\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 0.67}, \"47034\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-26 09:37:27.000000+00:00\", \"2020-04-16 11:12:03.000000+00:00\"], \"session_ids\": [\"33f9c59c-ca33-4630-a559-0bbed72e48fd\", \"1f36be55-1f08-47ba-96ad-b052006b2f53\"], \"total_duration\": 328.0, \"total_sessions\": 2, \"mean_week_duration\": 3.094}, \"59371\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-08-17 08:22:30.000000+00:00\", \"2019-03-22 09:38:03.000000+00:00\", \"2019-10-19 15:32:15.000000+00:00\", \"2020-08-02 05:14:28.000000+00:00\", \"2022-07-20 16:07:50.000000+00:00\", \"2021-07-02 21:46:48.000000+00:00\", \"2020-10-21 09:22:32.000000+00:00\"], \"session_ids\": [\"499dffdd-799a-40e9-885f-8aa9ef1082de\", \"fc75eef8-c092-4f77-8f14-0a604a308dd1\", \"a95252fc-965d-4755-a3a2-d8dec9493b14\", \"5e6d9b80-7dfd-44f7-8a1b-05b3b6187616\", \"f36f05d2-bcaa-43ae-8bc3-ad2af1c48cd0\", \"9594894c-2de7-4608-ba6a-992c1e0cb4fb\", \"1fd8a559-ef47-40c4-8509-527eec2e601b\"], \"total_duration\": 710.0, \"total_sessions\": 7, \"mean_week_duration\": 3.989}, \"88956\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-04 23:25:55.000000+00:00\", \"2019-09-02 05:41:09.000000+00:00\"], \"session_ids\": [\"b3a328b6-c553-4c86-9144-89854f882a31\", \"770df547-71c3-4871-bd92-d244d270ee06\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 0.691}, \"85422\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-12-12 03:21:19.000000+00:00\", \"2020-07-14 05:51:01.000000+00:00\"], \"session_ids\": [\"76261a90-ffa7-4315-aefc-461d9288e94d\", \"c5908456-7fdd-4773-8d37-e4f99b05e6d9\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.238}, \"38858\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-06-20 00:18:32.000000+00:00\", \"2021-12-13 07:32:01.000000+00:00\", \"2022-08-02 18:37:27.000000+00:00\", \"2023-04-04 15:55:05.000000+00:00\", \"2019-02-02 04:01:41.000000+00:00\", \"2022-03-07 20:30:13.000000+00:00\", \"2021-07-29 18:05:18.000000+00:00\"], \"session_ids\": [\"370ea029-95b2-4c54-9860-4843f572b6c1\", \"48571c21-7a6b-4ea3-8d76-2fb886944557\", \"6b3f394c-727c-4bdb-88f6-f4b4c37d8297\", \"06a107dd-56ce-404d-a74f-36dd327e3285\", \"3019e6d6-68fe-4472-a2e2-46dcfe2bde00\", \"9847c644-7d3a-41be-bfc9-b6680a4641e2\", \"64882349-1d82-4bdf-92fa-32501ca5af96\"], \"total_duration\": 1927.0, \"total_sessions\": 7, \"mean_week_duration\": 8.839}, \"56538\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-05-28 18:16:01.000000+00:00\", \"2021-02-15 10:58:33.000000+00:00\"], \"session_ids\": [\"79b74500-5433-40d5-b39b-c6eb536b5e34\", \"eb3d9d78-33f8-44aa-9021-d9004307033a\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.118}, \"53853\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-05-16 22:24:52.000000+00:00\", \"2019-09-25 14:34:20.000000+00:00\", \"2019-02-21 19:01:06.000000+00:00\"], \"session_ids\": [\"cd52ebdc-d685-43e0-8fb1-d840b481e150\", \"00ee31c1-ec2f-4f31-bf05-1a57c6a2e377\", \"c8f22da5-4231-41ad-bd48-fd19ced62145\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.183}, \"31824\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-18 12:20:16.000000+00:00\", \"2019-08-10 20:52:37.000000+00:00\"], \"session_ids\": [\"9f3d8745-f496-437c-a240-73715b252f53\", \"30dfeab9-cf52-4b5c-828e-cd7640c97955\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 1.303}}\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[{\"38858\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-06-20 00:18:32.000000+00:00\", \"2021-12-13 07:32:01.000000+00:00\", \"2022-08-02 18:37:27.000000+00:00\", \"2023-04-04 15:55:05.000000+00:00\", \"2019-02-02 04:01:41.000000+00:00\", \"2022-03-07 20:30:13.000000+00:00\", \"2021-07-29 18:05:18.000000+00:00\"], \"session_ids\": [\"370ea029-95b2-4c54-9860-4843f572b6c1\", \"48571c21-7a6b-4ea3-8d76-2fb886944557\", \"6b3f394c-727c-4bdb-88f6-f4b4c37d8297\", \"06a107dd-56ce-404d-a74f-36dd327e3285\", \"3019e6d6-68fe-4472-a2e2-46dcfe2bde00\", \"9847c644-7d3a-41be-bfc9-b6680a4641e2\", \"64882349-1d82-4bdf-92fa-32501ca5af96\"], \"total_duration\": 1927.0, \"total_sessions\": 7, \"mean_week_duration\": 8.839}}, {\"59371\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-08-17 08:22:30.000000+00:00\", \"2019-03-22 09:38:03.000000+00:00\", \"2019-10-19 15:32:15.000000+00:00\", \"2020-08-02 05:14:28.000000+00:00\", \"2022-07-20 16:07:50.000000+00:00\", \"2021-07-02 21:46:48.000000+00:00\", \"2020-10-21 09:22:32.000000+00:00\"], \"session_ids\": [\"499dffdd-799a-40e9-885f-8aa9ef1082de\", \"fc75eef8-c092-4f77-8f14-0a604a308dd1\", \"a95252fc-965d-4755-a3a2-d8dec9493b14\", \"5e6d9b80-7dfd-44f7-8a1b-05b3b6187616\", \"f36f05d2-bcaa-43ae-8bc3-ad2af1c48cd0\", \"9594894c-2de7-4608-ba6a-992c1e0cb4fb\", \"1fd8a559-ef47-40c4-8509-527eec2e601b\"], \"total_duration\": 710.0, \"total_sessions\": 7, \"mean_week_duration\": 3.989}}, {\"47034\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-26 09:37:27.000000+00:00\", \"2020-04-16 11:12:03.000000+00:00\"], \"session_ids\": [\"33f9c59c-ca33-4630-a559-0bbed72e48fd\", \"1f36be55-1f08-47ba-96ad-b052006b2f53\"], \"total_duration\": 328.0, \"total_sessions\": 2, \"mean_week_duration\": 3.094}}, {\"31824\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-18 12:20:16.000000+00:00\", \"2019-08-10 20:52:37.000000+00:00\"], \"session_ids\": [\"9f3d8745-f496-437c-a240-73715b252f53\", \"30dfeab9-cf52-4b5c-828e-cd7640c97955\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 1.303}}, {\"56538\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-05-28 18:16:01.000000+00:00\", \"2021-02-15 10:58:33.000000+00:00\"], \"session_ids\": [\"79b74500-5433-40d5-b39b-c6eb536b5e34\", \"eb3d9d78-33f8-44aa-9021-d9004307033a\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.118}}, {\"88956\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-04 23:25:55.000000+00:00\", \"2019-09-02 05:41:09.000000+00:00\"], \"session_ids\": [\"b3a328b6-c553-4c86-9144-89854f882a31\", \"770df547-71c3-4871-bd92-d244d270ee06\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 0.691}}, {\"1865\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-01-25 01:55:50.000000+00:00\", \"2022-01-30 03:03:44.000000+00:00\"], \"session_ids\": [\"c426417f-c639-4d31-b291-95db73e99399\", \"672c5e3c-c72d-44ab-8548-c46bb2b0c42a\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 0.67}}, {\"85422\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-12-12 03:21:19.000000+00:00\", \"2020-07-14 05:51:01.000000+00:00\"], \"session_ids\": [\"76261a90-ffa7-4315-aefc-461d9288e94d\", \"c5908456-7fdd-4773-8d37-e4f99b05e6d9\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.238}}, {\"53853\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-05-16 22:24:52.000000+00:00\", \"2019-09-25 14:34:20.000000+00:00\", \"2019-02-21 19:01:06.000000+00:00\"], \"session_ids\": [\"cd52ebdc-d685-43e0-8fb1-d840b481e150\", \"00ee31c1-ec2f-4f31-bf05-1a57c6a2e377\", \"c8f22da5-4231-41ad-bd48-fd19ced62145\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.183}}]\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[{\"38858\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-06-20 00:18:32.000000+00:00\", \"2021-12-13 07:32:01.000000+00:00\", \"2022-08-02 18:37:27.000000+00:00\", \"2023-04-04 15:55:05.000000+00:00\", \"2019-02-02 04:01:41.000000+00:00\", \"2022-03-07 20:30:13.000000+00:00\", \"2021-07-29 18:05:18.000000+00:00\"], \"session_ids\": [\"370ea029-95b2-4c54-9860-4843f572b6c1\", \"48571c21-7a6b-4ea3-8d76-2fb886944557\", \"6b3f394c-727c-4bdb-88f6-f4b4c37d8297\", \"06a107dd-56ce-404d-a74f-36dd327e3285\", \"3019e6d6-68fe-4472-a2e2-46dcfe2bde00\", \"9847c644-7d3a-41be-bfc9-b6680a4641e2\", \"64882349-1d82-4bdf-92fa-32501ca5af96\"], \"total_duration\": 1927.0, \"total_sessions\": 7, \"mean_week_duration\": 8.839}}, {\"59371\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-08-17 08:22:30.000000+00:00\", \"2019-03-22 09:38:03.000000+00:00\", \"2019-10-19 15:32:15.000000+00:00\", \"2020-08-02 05:14:28.000000+00:00\", \"2022-07-20 16:07:50.000000+00:00\", \"2021-07-02 21:46:48.000000+00:00\", \"2020-10-21 09:22:32.000000+00:00\"], \"session_ids\": [\"499dffdd-799a-40e9-885f-8aa9ef1082de\", \"fc75eef8-c092-4f77-8f14-0a604a308dd1\", \"a95252fc-965d-4755-a3a2-d8dec9493b14\", \"5e6d9b80-7dfd-44f7-8a1b-05b3b6187616\", \"f36f05d2-bcaa-43ae-8bc3-ad2af1c48cd0\", \"9594894c-2de7-4608-ba6a-992c1e0cb4fb\", \"1fd8a559-ef47-40c4-8509-527eec2e601b\"], \"total_duration\": 710.0, \"total_sessions\": 7, \"mean_week_duration\": 3.989}}, {\"47034\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-26 09:37:27.000000+00:00\", \"2020-04-16 11:12:03.000000+00:00\"], \"session_ids\": [\"33f9c59c-ca33-4630-a559-0bbed72e48fd\", \"1f36be55-1f08-47ba-96ad-b052006b2f53\"], \"total_duration\": 328.0, \"total_sessions\": 2, \"mean_week_duration\": 3.094}}, {\"31824\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-18 12:20:16.000000+00:00\", \"2019-08-10 20:52:37.000000+00:00\"], \"session_ids\": [\"9f3d8745-f496-437c-a240-73715b252f53\", \"30dfeab9-cf52-4b5c-828e-cd7640c97955\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 1.303}}, {\"56538\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-05-28 18:16:01.000000+00:00\", \"2021-02-15 10:58:33.000000+00:00\"], \"session_ids\": [\"79b74500-5433-40d5-b39b-c6eb536b5e34\", \"eb3d9d78-33f8-44aa-9021-d9004307033a\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.118}}, {\"88956\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-04 23:25:55.000000+00:00\", \"2019-09-02 05:41:09.000000+00:00\"], \"session_ids\": [\"b3a328b6-c553-4c86-9144-89854f882a31\", \"770df547-71c3-4871-bd92-d244d270ee06\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 0.691}}, {\"1865\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-01-25 01:55:50.000000+00:00\", \"2022-01-30 03:03:44.000000+00:00\"], \"session_ids\": [\"c426417f-c639-4d31-b291-95db73e99399\", \"672c5e3c-c72d-44ab-8548-c46bb2b0c42a\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 0.67}}, {\"85422\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-12-12 03:21:19.000000+00:00\", \"2020-07-14 05:51:01.000000+00:00\"], \"session_ids\": [\"76261a90-ffa7-4315-aefc-461d9288e94d\", \"c5908456-7fdd-4773-8d37-e4f99b05e6d9\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.238}}, {\"53853\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-05-16 22:24:52.000000+00:00\", \"2019-09-25 14:34:20.000000+00:00\", \"2019-02-21 19:01:06.000000+00:00\"], \"session_ids\": [\"cd52ebdc-d685-43e0-8fb1-d840b481e150\", \"00ee31c1-ec2f-4f31-bf05-1a57c6a2e377\", \"c8f22da5-4231-41ad-bd48-fd19ced62145\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.183}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide insights into users whose average_week_duration is less than 7 and greater than 25 as well as execute sorting by town_name asc."
}
] |
[
{
"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{\"97477\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-07-03 04:32:21.000000+00:00\", \"2023-03-24 21:20:26.000000+00:00\", \"2020-11-24 11:49:48.000000+00:00\", \"2020-06-07 07:31:48.000000+00:00\", \"2022-08-24 13:05:36.000000+00:00\", \"2021-03-08 04:06:37.000000+00:00\", \"2019-10-08 03:40:11.000000+00:00\", \"2023-04-27 17:40:44.000000+00:00\", \"2021-12-31 22:09:23.000000+00:00\"], \"session_ids\": [\"97141fe8-ffcb-410c-9e1c-dd4af24bd06a\", \"b64bdcbd-e54a-473c-9bea-5514402362cf\", \"21a14a31-8bf5-4450-8949-6fe2bce2d8e2\", \"d901a16d-ff0e-44b5-9784-e5f00650a554\", \"62ae7689-a8e8-4323-af4f-21cc98bb9288\", \"a36838af-5d96-41ce-a340-20da2d82940b\", \"8d6aa33e-ef6a-437a-8a69-230e6bbbd6ad\", \"40e7ea35-e4ae-4633-a9cc-79dbad174ca1\", \"da746d91-57e4-45e7-a32c-0ca42d8e5784\"], \"total_duration\": 22510.0, \"total_sessions\": 9, \"mean_week_duration\": 121.022}, \"17316\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-01-05 14:07:28.000000+00:00\", \"2019-09-12 00:50:45.000000+00:00\"], \"session_ids\": [\"9f215a7b-9d8a-4eb7-80c9-54a74f908ec0\", \"95276be0-c7ba-4448-9b82-8698e7f8c248\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 3.611}, \"54332\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-04-16 23:05:58.000000+00:00\", \"2020-01-06 03:25:56.000000+00:00\", \"2022-01-17 15:33:08.000000+00:00\", \"2021-08-02 08:53:16.000000+00:00\", \"2019-06-23 13:13:54.000000+00:00\", \"2020-05-29 15:03:29.000000+00:00\", \"2020-05-17 18:24:37.000000+00:00\", \"2023-04-19 07:56:17.000000+00:00\", \"2020-02-26 23:36:39.000000+00:00\", \"2019-10-07 05:47:56.000000+00:00\", \"2023-06-06 16:17:32.000000+00:00\"], \"session_ids\": [\"bab8e1a7-b1da-4d05-87a1-49f0694a1340\", \"1885cb5e-3ccd-4a7f-be45-fe922ac20fa2\", \"fd78626e-6656-4ef9-8046-3d34ffb6047f\", \"7e7d5f21-9410-4a9d-8ff7-37afccb568af\", \"e8e77313-8e86-419e-a578-1db6e91f1332\", \"2736e596-7f94-4f38-8be3-2759190a9c60\", \"b3a102d4-61ea-4f60-accd-f4c670ddedff\", \"a66e110d-d9e7-4a20-8bba-66bd8a62c9fd\", \"84ca419b-259c-47a7-a046-c601b6fc9a82\", \"4f78c7e8-e9d1-4f49-a323-d4f5e310a6ea\", \"578ede66-f291-4a26-aec6-a41272f7e23f\"], \"total_duration\": 139.0, \"total_sessions\": 11, \"mean_week_duration\": 0.671}, \"1249\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-12-11 20:45:39.000000+00:00\", \"2021-07-13 06:08:13.000000+00:00\", \"2020-05-27 15:11:08.000000+00:00\", \"2023-02-26 04:29:45.000000+00:00\", \"2021-02-15 13:44:23.000000+00:00\", \"2019-01-11 03:26:17.000000+00:00\", \"2019-02-27 02:41:06.000000+00:00\"], \"session_ids\": [\"d6baef35-9b90-4842-ab09-c01f64d25fb2\", \"a190ac83-9c21-43bb-95a4-41c3b702856b\", \"0086015b-6cd8-4e0d-8f1e-bb465b149aea\", \"ac9a381b-f6ef-4a6a-8735-554517977e4a\", \"6bebfa83-4fab-47ec-956b-b0619060be17\", \"2284ddb3-a59e-40e1-b269-409760aef90d\", \"0b7d69e6-b3e0-4ddc-b65b-732a594f6de2\"], \"total_duration\": 182.0, \"total_sessions\": 7, \"mean_week_duration\": 0.843}, \"21682\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-03-26 08:05:45.000000+00:00\", \"2022-03-24 09:16:12.000000+00:00\", \"2021-03-21 04:24:57.000000+00:00\", \"2021-11-10 18:31:07.000000+00:00\", \"2023-01-20 06:15:10.000000+00:00\", \"2023-02-06 19:49:17.000000+00:00\", \"2021-05-05 21:00:31.000000+00:00\"], \"session_ids\": [\"0e892a88-ad19-488e-b4c4-eac93d1e376b\", \"c0d8f7ea-773c-40e3-ba99-9a3972afa7c8\", \"cdfbb726-70b2-4307-8afd-bb78a3e02c65\", \"f7a60b75-a386-4c37-b807-2511be4fd244\", \"8ce257cc-0766-4621-9f82-48a9636bbead\", \"918cbe24-33be-4556-9b2b-bdbc026d78ca\", \"dc08e8a3-fe8e-4de0-a369-166129c3d88b\"], \"total_duration\": 90.0, \"total_sessions\": 7, \"mean_week_duration\": 0.446}, \"95546\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-08-11 01:56:28.000000+00:00\", \"2020-11-20 16:24:41.000000+00:00\"], \"session_ids\": [\"bb504e51-d174-4678-9b11-ec758c1d7978\", \"b1fde745-2a6e-4632-844c-82d916b548a3\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 2.105}, \"73779\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-21 20:27:01.000000+00:00\", \"2021-08-05 18:06:56.000000+00:00\"], \"session_ids\": [\"e3ef1000-3cee-4431-a065-f84b9c8542b8\", \"d220c75d-c851-4e0e-875c-2b6e92498d40\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 3.68}, \"80734\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-07-03 03:11:14.000000+00:00\", \"2020-12-06 20:22:38.000000+00:00\", \"2019-09-21 00:57:10.000000+00:00\"], \"session_ids\": [\"ff979f25-59c8-4a72-b6c6-49e660acb4ee\", \"dfae4608-60e7-4e52-bf9e-ec3b6735c1fd\", \"09cee3d9-5702-4cb0-a902-2ebeaaad4922\"], \"total_duration\": 305.0, \"total_sessions\": 3, \"mean_week_duration\": 3.28}, \"9202\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-17 21:37:28.000000+00:00\", \"2020-11-29 05:20:10.000000+00:00\"], \"session_ids\": [\"713c3b8b-b44d-4949-97f2-37adcdbe0c1f\", \"a2f776db-4a80-4536-8a16-439b7bcdab54\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 1.8}, \"41425\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-06-21 23:48:45.000000+00:00\", \"2021-05-16 03:11:36.000000+00:00\"], \"session_ids\": [\"7127a7c5-00e9-49e5-af59-cb16aa6067c3\", \"c54a9539-924a-448b-9254-a07afd8ab6a2\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 5.638}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or less than 7 and are equal or greater than 25"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[7, 25]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"17316\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-01-05 14:07:28.000000+00:00\", \"2019-09-12 00:50:45.000000+00:00\"], \"session_ids\": [\"9f215a7b-9d8a-4eb7-80c9-54a74f908ec0\", \"95276be0-c7ba-4448-9b82-8698e7f8c248\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 3.611}, \"54332\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-04-16 23:05:58.000000+00:00\", \"2020-01-06 03:25:56.000000+00:00\", \"2022-01-17 15:33:08.000000+00:00\", \"2021-08-02 08:53:16.000000+00:00\", \"2019-06-23 13:13:54.000000+00:00\", \"2020-05-29 15:03:29.000000+00:00\", \"2020-05-17 18:24:37.000000+00:00\", \"2023-04-19 07:56:17.000000+00:00\", \"2020-02-26 23:36:39.000000+00:00\", \"2019-10-07 05:47:56.000000+00:00\", \"2023-06-06 16:17:32.000000+00:00\"], \"session_ids\": [\"bab8e1a7-b1da-4d05-87a1-49f0694a1340\", \"1885cb5e-3ccd-4a7f-be45-fe922ac20fa2\", \"fd78626e-6656-4ef9-8046-3d34ffb6047f\", \"7e7d5f21-9410-4a9d-8ff7-37afccb568af\", \"e8e77313-8e86-419e-a578-1db6e91f1332\", \"2736e596-7f94-4f38-8be3-2759190a9c60\", \"b3a102d4-61ea-4f60-accd-f4c670ddedff\", \"a66e110d-d9e7-4a20-8bba-66bd8a62c9fd\", \"84ca419b-259c-47a7-a046-c601b6fc9a82\", \"4f78c7e8-e9d1-4f49-a323-d4f5e310a6ea\", \"578ede66-f291-4a26-aec6-a41272f7e23f\"], \"total_duration\": 139.0, \"total_sessions\": 11, \"mean_week_duration\": 0.671}, \"1249\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-12-11 20:45:39.000000+00:00\", \"2021-07-13 06:08:13.000000+00:00\", \"2020-05-27 15:11:08.000000+00:00\", \"2023-02-26 04:29:45.000000+00:00\", \"2021-02-15 13:44:23.000000+00:00\", \"2019-01-11 03:26:17.000000+00:00\", \"2019-02-27 02:41:06.000000+00:00\"], \"session_ids\": [\"d6baef35-9b90-4842-ab09-c01f64d25fb2\", \"a190ac83-9c21-43bb-95a4-41c3b702856b\", \"0086015b-6cd8-4e0d-8f1e-bb465b149aea\", \"ac9a381b-f6ef-4a6a-8735-554517977e4a\", \"6bebfa83-4fab-47ec-956b-b0619060be17\", \"2284ddb3-a59e-40e1-b269-409760aef90d\", \"0b7d69e6-b3e0-4ddc-b65b-732a594f6de2\"], \"total_duration\": 182.0, \"total_sessions\": 7, \"mean_week_duration\": 0.843}, \"21682\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-03-26 08:05:45.000000+00:00\", \"2022-03-24 09:16:12.000000+00:00\", \"2021-03-21 04:24:57.000000+00:00\", \"2021-11-10 18:31:07.000000+00:00\", \"2023-01-20 06:15:10.000000+00:00\", \"2023-02-06 19:49:17.000000+00:00\", \"2021-05-05 21:00:31.000000+00:00\"], \"session_ids\": [\"0e892a88-ad19-488e-b4c4-eac93d1e376b\", \"c0d8f7ea-773c-40e3-ba99-9a3972afa7c8\", \"cdfbb726-70b2-4307-8afd-bb78a3e02c65\", \"f7a60b75-a386-4c37-b807-2511be4fd244\", \"8ce257cc-0766-4621-9f82-48a9636bbead\", \"918cbe24-33be-4556-9b2b-bdbc026d78ca\", \"dc08e8a3-fe8e-4de0-a369-166129c3d88b\"], \"total_duration\": 90.0, \"total_sessions\": 7, \"mean_week_duration\": 0.446}, \"95546\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-08-11 01:56:28.000000+00:00\", \"2020-11-20 16:24:41.000000+00:00\"], \"session_ids\": [\"bb504e51-d174-4678-9b11-ec758c1d7978\", \"b1fde745-2a6e-4632-844c-82d916b548a3\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 2.105}, \"73779\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-21 20:27:01.000000+00:00\", \"2021-08-05 18:06:56.000000+00:00\"], \"session_ids\": [\"e3ef1000-3cee-4431-a065-f84b9c8542b8\", \"d220c75d-c851-4e0e-875c-2b6e92498d40\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 3.68}, \"80734\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-07-03 03:11:14.000000+00:00\", \"2020-12-06 20:22:38.000000+00:00\", \"2019-09-21 00:57:10.000000+00:00\"], \"session_ids\": [\"ff979f25-59c8-4a72-b6c6-49e660acb4ee\", \"dfae4608-60e7-4e52-bf9e-ec3b6735c1fd\", \"09cee3d9-5702-4cb0-a902-2ebeaaad4922\"], \"total_duration\": 305.0, \"total_sessions\": 3, \"mean_week_duration\": 3.28}, \"9202\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-17 21:37:28.000000+00:00\", \"2020-11-29 05:20:10.000000+00:00\"], \"session_ids\": [\"713c3b8b-b44d-4949-97f2-37adcdbe0c1f\", \"a2f776db-4a80-4536-8a16-439b7bcdab54\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 1.8}, \"41425\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-06-21 23:48:45.000000+00:00\", \"2021-05-16 03:11:36.000000+00:00\"], \"session_ids\": [\"7127a7c5-00e9-49e5-af59-cb16aa6067c3\", \"c54a9539-924a-448b-9254-a07afd8ab6a2\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 5.638}, \"97477\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-07-03 04:32:21.000000+00:00\", \"2023-03-24 21:20:26.000000+00:00\", \"2020-11-24 11:49:48.000000+00:00\", \"2020-06-07 07:31:48.000000+00:00\", \"2022-08-24 13:05:36.000000+00:00\", \"2021-03-08 04:06:37.000000+00:00\", \"2019-10-08 03:40:11.000000+00:00\", \"2023-04-27 17:40:44.000000+00:00\", \"2021-12-31 22:09:23.000000+00:00\"], \"session_ids\": [\"97141fe8-ffcb-410c-9e1c-dd4af24bd06a\", \"b64bdcbd-e54a-473c-9bea-5514402362cf\", \"21a14a31-8bf5-4450-8949-6fe2bce2d8e2\", \"d901a16d-ff0e-44b5-9784-e5f00650a554\", \"62ae7689-a8e8-4323-af4f-21cc98bb9288\", \"a36838af-5d96-41ce-a340-20da2d82940b\", \"8d6aa33e-ef6a-437a-8a69-230e6bbbd6ad\", \"40e7ea35-e4ae-4633-a9cc-79dbad174ca1\", \"da746d91-57e4-45e7-a32c-0ca42d8e5784\"], \"total_duration\": 22510.0, \"total_sessions\": 9, \"mean_week_duration\": 121.022}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"97477\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-07-03 04:32:21.000000+00:00\", \"2023-03-24 21:20:26.000000+00:00\", \"2020-11-24 11:49:48.000000+00:00\", \"2020-06-07 07:31:48.000000+00:00\", \"2022-08-24 13:05:36.000000+00:00\", \"2021-03-08 04:06:37.000000+00:00\", \"2019-10-08 03:40:11.000000+00:00\", \"2023-04-27 17:40:44.000000+00:00\", \"2021-12-31 22:09:23.000000+00:00\"], \"session_ids\": [\"97141fe8-ffcb-410c-9e1c-dd4af24bd06a\", \"b64bdcbd-e54a-473c-9bea-5514402362cf\", \"21a14a31-8bf5-4450-8949-6fe2bce2d8e2\", \"d901a16d-ff0e-44b5-9784-e5f00650a554\", \"62ae7689-a8e8-4323-af4f-21cc98bb9288\", \"a36838af-5d96-41ce-a340-20da2d82940b\", \"8d6aa33e-ef6a-437a-8a69-230e6bbbd6ad\", \"40e7ea35-e4ae-4633-a9cc-79dbad174ca1\", \"da746d91-57e4-45e7-a32c-0ca42d8e5784\"], \"total_duration\": 22510.0, \"total_sessions\": 9, \"mean_week_duration\": 121.022}}, {\"17316\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-01-05 14:07:28.000000+00:00\", \"2019-09-12 00:50:45.000000+00:00\"], \"session_ids\": [\"9f215a7b-9d8a-4eb7-80c9-54a74f908ec0\", \"95276be0-c7ba-4448-9b82-8698e7f8c248\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 3.611}}, {\"41425\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-06-21 23:48:45.000000+00:00\", \"2021-05-16 03:11:36.000000+00:00\"], \"session_ids\": [\"7127a7c5-00e9-49e5-af59-cb16aa6067c3\", \"c54a9539-924a-448b-9254-a07afd8ab6a2\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 5.638}}, {\"1249\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-12-11 20:45:39.000000+00:00\", \"2021-07-13 06:08:13.000000+00:00\", \"2020-05-27 15:11:08.000000+00:00\", \"2023-02-26 04:29:45.000000+00:00\", \"2021-02-15 13:44:23.000000+00:00\", \"2019-01-11 03:26:17.000000+00:00\", \"2019-02-27 02:41:06.000000+00:00\"], \"session_ids\": [\"d6baef35-9b90-4842-ab09-c01f64d25fb2\", \"a190ac83-9c21-43bb-95a4-41c3b702856b\", \"0086015b-6cd8-4e0d-8f1e-bb465b149aea\", \"ac9a381b-f6ef-4a6a-8735-554517977e4a\", \"6bebfa83-4fab-47ec-956b-b0619060be17\", \"2284ddb3-a59e-40e1-b269-409760aef90d\", \"0b7d69e6-b3e0-4ddc-b65b-732a594f6de2\"], \"total_duration\": 182.0, \"total_sessions\": 7, \"mean_week_duration\": 0.843}}, {\"9202\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-17 21:37:28.000000+00:00\", \"2020-11-29 05:20:10.000000+00:00\"], \"session_ids\": [\"713c3b8b-b44d-4949-97f2-37adcdbe0c1f\", \"a2f776db-4a80-4536-8a16-439b7bcdab54\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 1.8}}, {\"21682\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-03-26 08:05:45.000000+00:00\", \"2022-03-24 09:16:12.000000+00:00\", \"2021-03-21 04:24:57.000000+00:00\", \"2021-11-10 18:31:07.000000+00:00\", \"2023-01-20 06:15:10.000000+00:00\", \"2023-02-06 19:49:17.000000+00:00\", \"2021-05-05 21:00:31.000000+00:00\"], \"session_ids\": [\"0e892a88-ad19-488e-b4c4-eac93d1e376b\", \"c0d8f7ea-773c-40e3-ba99-9a3972afa7c8\", \"cdfbb726-70b2-4307-8afd-bb78a3e02c65\", \"f7a60b75-a386-4c37-b807-2511be4fd244\", \"8ce257cc-0766-4621-9f82-48a9636bbead\", \"918cbe24-33be-4556-9b2b-bdbc026d78ca\", \"dc08e8a3-fe8e-4de0-a369-166129c3d88b\"], \"total_duration\": 90.0, \"total_sessions\": 7, \"mean_week_duration\": 0.446}}, {\"54332\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-04-16 23:05:58.000000+00:00\", \"2020-01-06 03:25:56.000000+00:00\", \"2022-01-17 15:33:08.000000+00:00\", \"2021-08-02 08:53:16.000000+00:00\", \"2019-06-23 13:13:54.000000+00:00\", \"2020-05-29 15:03:29.000000+00:00\", \"2020-05-17 18:24:37.000000+00:00\", \"2023-04-19 07:56:17.000000+00:00\", \"2020-02-26 23:36:39.000000+00:00\", \"2019-10-07 05:47:56.000000+00:00\", \"2023-06-06 16:17:32.000000+00:00\"], \"session_ids\": [\"bab8e1a7-b1da-4d05-87a1-49f0694a1340\", \"1885cb5e-3ccd-4a7f-be45-fe922ac20fa2\", \"fd78626e-6656-4ef9-8046-3d34ffb6047f\", \"7e7d5f21-9410-4a9d-8ff7-37afccb568af\", \"e8e77313-8e86-419e-a578-1db6e91f1332\", \"2736e596-7f94-4f38-8be3-2759190a9c60\", \"b3a102d4-61ea-4f60-accd-f4c670ddedff\", \"a66e110d-d9e7-4a20-8bba-66bd8a62c9fd\", \"84ca419b-259c-47a7-a046-c601b6fc9a82\", \"4f78c7e8-e9d1-4f49-a323-d4f5e310a6ea\", \"578ede66-f291-4a26-aec6-a41272f7e23f\"], \"total_duration\": 139.0, \"total_sessions\": 11, \"mean_week_duration\": 0.671}}, {\"73779\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-21 20:27:01.000000+00:00\", \"2021-08-05 18:06:56.000000+00:00\"], \"session_ids\": [\"e3ef1000-3cee-4431-a065-f84b9c8542b8\", \"d220c75d-c851-4e0e-875c-2b6e92498d40\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 3.68}}, {\"80734\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-07-03 03:11:14.000000+00:00\", \"2020-12-06 20:22:38.000000+00:00\", \"2019-09-21 00:57:10.000000+00:00\"], \"session_ids\": [\"ff979f25-59c8-4a72-b6c6-49e660acb4ee\", \"dfae4608-60e7-4e52-bf9e-ec3b6735c1fd\", \"09cee3d9-5702-4cb0-a902-2ebeaaad4922\"], \"total_duration\": 305.0, \"total_sessions\": 3, \"mean_week_duration\": 3.28}}, {\"95546\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-08-11 01:56:28.000000+00:00\", \"2020-11-20 16:24:41.000000+00:00\"], \"session_ids\": [\"bb504e51-d174-4678-9b11-ec758c1d7978\", \"b1fde745-2a6e-4632-844c-82d916b548a3\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 2.105}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"97477\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-07-03 04:32:21.000000+00:00\", \"2023-03-24 21:20:26.000000+00:00\", \"2020-11-24 11:49:48.000000+00:00\", \"2020-06-07 07:31:48.000000+00:00\", \"2022-08-24 13:05:36.000000+00:00\", \"2021-03-08 04:06:37.000000+00:00\", \"2019-10-08 03:40:11.000000+00:00\", \"2023-04-27 17:40:44.000000+00:00\", \"2021-12-31 22:09:23.000000+00:00\"], \"session_ids\": [\"97141fe8-ffcb-410c-9e1c-dd4af24bd06a\", \"b64bdcbd-e54a-473c-9bea-5514402362cf\", \"21a14a31-8bf5-4450-8949-6fe2bce2d8e2\", \"d901a16d-ff0e-44b5-9784-e5f00650a554\", \"62ae7689-a8e8-4323-af4f-21cc98bb9288\", \"a36838af-5d96-41ce-a340-20da2d82940b\", \"8d6aa33e-ef6a-437a-8a69-230e6bbbd6ad\", \"40e7ea35-e4ae-4633-a9cc-79dbad174ca1\", \"da746d91-57e4-45e7-a32c-0ca42d8e5784\"], \"total_duration\": 22510.0, \"total_sessions\": 9, \"mean_week_duration\": 121.022}}, {\"17316\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-01-05 14:07:28.000000+00:00\", \"2019-09-12 00:50:45.000000+00:00\"], \"session_ids\": [\"9f215a7b-9d8a-4eb7-80c9-54a74f908ec0\", \"95276be0-c7ba-4448-9b82-8698e7f8c248\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 3.611}}, {\"41425\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-06-21 23:48:45.000000+00:00\", \"2021-05-16 03:11:36.000000+00:00\"], \"session_ids\": [\"7127a7c5-00e9-49e5-af59-cb16aa6067c3\", \"c54a9539-924a-448b-9254-a07afd8ab6a2\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 5.638}}, {\"1249\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-12-11 20:45:39.000000+00:00\", \"2021-07-13 06:08:13.000000+00:00\", \"2020-05-27 15:11:08.000000+00:00\", \"2023-02-26 04:29:45.000000+00:00\", \"2021-02-15 13:44:23.000000+00:00\", \"2019-01-11 03:26:17.000000+00:00\", \"2019-02-27 02:41:06.000000+00:00\"], \"session_ids\": [\"d6baef35-9b90-4842-ab09-c01f64d25fb2\", \"a190ac83-9c21-43bb-95a4-41c3b702856b\", \"0086015b-6cd8-4e0d-8f1e-bb465b149aea\", \"ac9a381b-f6ef-4a6a-8735-554517977e4a\", \"6bebfa83-4fab-47ec-956b-b0619060be17\", \"2284ddb3-a59e-40e1-b269-409760aef90d\", \"0b7d69e6-b3e0-4ddc-b65b-732a594f6de2\"], \"total_duration\": 182.0, \"total_sessions\": 7, \"mean_week_duration\": 0.843}}, {\"9202\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-17 21:37:28.000000+00:00\", \"2020-11-29 05:20:10.000000+00:00\"], \"session_ids\": [\"713c3b8b-b44d-4949-97f2-37adcdbe0c1f\", \"a2f776db-4a80-4536-8a16-439b7bcdab54\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 1.8}}, {\"21682\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-03-26 08:05:45.000000+00:00\", \"2022-03-24 09:16:12.000000+00:00\", \"2021-03-21 04:24:57.000000+00:00\", \"2021-11-10 18:31:07.000000+00:00\", \"2023-01-20 06:15:10.000000+00:00\", \"2023-02-06 19:49:17.000000+00:00\", \"2021-05-05 21:00:31.000000+00:00\"], \"session_ids\": [\"0e892a88-ad19-488e-b4c4-eac93d1e376b\", \"c0d8f7ea-773c-40e3-ba99-9a3972afa7c8\", \"cdfbb726-70b2-4307-8afd-bb78a3e02c65\", \"f7a60b75-a386-4c37-b807-2511be4fd244\", \"8ce257cc-0766-4621-9f82-48a9636bbead\", \"918cbe24-33be-4556-9b2b-bdbc026d78ca\", \"dc08e8a3-fe8e-4de0-a369-166129c3d88b\"], \"total_duration\": 90.0, \"total_sessions\": 7, \"mean_week_duration\": 0.446}}, {\"54332\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-04-16 23:05:58.000000+00:00\", \"2020-01-06 03:25:56.000000+00:00\", \"2022-01-17 15:33:08.000000+00:00\", \"2021-08-02 08:53:16.000000+00:00\", \"2019-06-23 13:13:54.000000+00:00\", \"2020-05-29 15:03:29.000000+00:00\", \"2020-05-17 18:24:37.000000+00:00\", \"2023-04-19 07:56:17.000000+00:00\", \"2020-02-26 23:36:39.000000+00:00\", \"2019-10-07 05:47:56.000000+00:00\", \"2023-06-06 16:17:32.000000+00:00\"], \"session_ids\": [\"bab8e1a7-b1da-4d05-87a1-49f0694a1340\", \"1885cb5e-3ccd-4a7f-be45-fe922ac20fa2\", \"fd78626e-6656-4ef9-8046-3d34ffb6047f\", \"7e7d5f21-9410-4a9d-8ff7-37afccb568af\", \"e8e77313-8e86-419e-a578-1db6e91f1332\", \"2736e596-7f94-4f38-8be3-2759190a9c60\", \"b3a102d4-61ea-4f60-accd-f4c670ddedff\", \"a66e110d-d9e7-4a20-8bba-66bd8a62c9fd\", \"84ca419b-259c-47a7-a046-c601b6fc9a82\", \"4f78c7e8-e9d1-4f49-a323-d4f5e310a6ea\", \"578ede66-f291-4a26-aec6-a41272f7e23f\"], \"total_duration\": 139.0, \"total_sessions\": 11, \"mean_week_duration\": 0.671}}, {\"73779\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-21 20:27:01.000000+00:00\", \"2021-08-05 18:06:56.000000+00:00\"], \"session_ids\": [\"e3ef1000-3cee-4431-a065-f84b9c8542b8\", \"d220c75d-c851-4e0e-875c-2b6e92498d40\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 3.68}}, {\"80734\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-07-03 03:11:14.000000+00:00\", \"2020-12-06 20:22:38.000000+00:00\", \"2019-09-21 00:57:10.000000+00:00\"], \"session_ids\": [\"ff979f25-59c8-4a72-b6c6-49e660acb4ee\", \"dfae4608-60e7-4e52-bf9e-ec3b6735c1fd\", \"09cee3d9-5702-4cb0-a902-2ebeaaad4922\"], \"total_duration\": 305.0, \"total_sessions\": 3, \"mean_week_duration\": 3.28}}, {\"95546\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-08-11 01:56:28.000000+00:00\", \"2020-11-20 16:24:41.000000+00:00\"], \"session_ids\": [\"bb504e51-d174-4678-9b11-ec758c1d7978\", \"b1fde745-2a6e-4632-844c-82d916b548a3\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 2.105}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about 6 users whose count of sessions is less than 7 and greater than 2 , perform sorting by town name in ascending also provide me only with 2 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{\"71796\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2020-01-30 22:14:13.000000+00:00\", \"2021-08-27 15:54:58.000000+00:00\", \"2021-02-17 04:57:54.000000+00:00\", \"2022-10-19 09:01:46.000000+00:00\", \"2019-07-21 11:18:58.000000+00:00\"], \"session_ids\": [\"18eebd59-630c-4c2b-8760-44957c9581f0\", \"1b73f825-3845-423d-a3bc-b76da0310e91\", \"85cbf1f6-7114-47b6-a933-c4335f8712f5\", \"40145bc2-2d84-43e5-9bf2-345ce672f1aa\", \"f69cadea-0dec-42f6-a481-f598db0821c6\"], \"total_duration\": 166.0, \"total_sessions\": 5, \"mean_week_duration\": 0.976}, \"72269\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-10-13 14:23:36.000000+00:00\", \"2023-02-28 03:39:10.000000+00:00\"], \"session_ids\": [\"6f8cfe04-6e2d-4bd6-b601-cce85d8b2b42\", \"e024f1f3-0513-4521-ab46-8303ec92d80c\"], \"total_duration\": 465.0, \"total_sessions\": 2, \"mean_week_duration\": 2.627}, \"20882\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-02-08 01:31:58.000000+00:00\", \"2021-05-18 12:08:09.000000+00:00\"], \"session_ids\": [\"6da11cb0-86df-46f2-94fc-14d2edaa5145\", \"78abc79a-64c9-455e-98ae-1f77ee7ed388\"], \"total_duration\": 318.0, \"total_sessions\": 2, \"mean_week_duration\": 3.533}, \"78737\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-03-17 20:17:08.000000+00:00\", \"2023-02-20 20:55:33.000000+00:00\"], \"session_ids\": [\"df832f89-0b21-47b9-b805-7805f75b0b4c\", \"1dbc940a-fa05-4128-bc0f-5b6312a1b955\"], \"total_duration\": 162.0, \"total_sessions\": 2, \"mean_week_duration\": 1.604}, \"34502\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-06-04 12:59:06.000000+00:00\", \"2021-07-06 12:06:56.000000+00:00\", \"2020-02-22 18:34:07.000000+00:00\"], \"session_ids\": [\"68c4d08c-3ae4-4d73-a0c9-998e4219d8f3\", \"30f189a0-c0bf-4455-bfd5-e4d7775b0e34\", \"8d54f54c-fa4f-45d3-84d4-415f11892f2e\"], \"total_duration\": 556.0, \"total_sessions\": 3, \"mean_week_duration\": 4.672}, \"21431\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-06-30 17:28:23.000000+00:00\", \"2019-12-17 05:22:39.000000+00:00\", \"2021-10-17 15:19:15.000000+00:00\"], \"session_ids\": [\"5c7467a3-180c-478f-b39c-2c308b72818c\", \"7530ffc1-9140-45df-b6e9-10281ff0f4c4\", \"ffb53fad-3d7d-4f73-9d1e-058ac59ef3cb\"], \"total_duration\": 672.0, \"total_sessions\": 3, \"mean_week_duration\": 5.6}, \"98063\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-27 23:06:53.000000+00:00\", \"2019-05-08 09:37:42.000000+00:00\", \"2021-05-01 18:06:33.000000+00:00\", \"2019-04-27 08:33:38.000000+00:00\", \"2020-06-26 21:05:04.000000+00:00\", \"2022-11-20 01:51:13.000000+00:00\", \"2021-09-03 23:31:23.000000+00:00\", \"2019-07-08 14:21:51.000000+00:00\", \"2020-08-14 01:59:18.000000+00:00\", \"2019-01-27 11:30:39.000000+00:00\"], \"session_ids\": [\"fcf4f7e5-ea49-4e3d-951f-95d0e0a86ff9\", \"1f0d8879-1087-4287-85e6-f319435150a5\", \"558e005b-440a-40ed-9343-ed5e27475d8e\", \"f4af1177-348d-4de4-874d-ba4098436c05\", \"c265027e-a9bd-4e23-b166-6b8f8fbbf4fb\", \"b232c07c-d0f1-4efb-a455-ed638428bea1\", \"ec7d4d66-57c0-41a5-be9d-5a11b864eb5d\", \"2b2ba25f-bed9-4b21-9cb9-6c46e9bfa348\", \"b0f06a63-4111-4a73-bfbe-23e028b77ebb\", \"1fe860de-8d73-4d89-b2fb-97aa6354ac67\"], \"total_duration\": 4293.0, \"total_sessions\": 10, \"mean_week_duration\": 21.573}, \"9762\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"New York City\", \"datetimes\": [\"2020-12-13 12:51:45.000000+00:00\", \"2023-03-06 22:50:55.000000+00:00\"], \"session_ids\": [\"6f52e9fe-9653-4221-904a-53d3a3916613\", \"edad333e-e208-48be-a281-4d7bba75f004\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 2.701}, \"10952\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-11-25 07:55:38.000000+00:00\", \"2022-07-09 05:13:53.000000+00:00\", \"2021-03-24 13:01:26.000000+00:00\"], \"session_ids\": [\"e61019e6-eefe-44ee-966f-ebce6e795d52\", \"6327015b-3a5d-4ab7-8aba-c8432d3cf02e\", \"271b1954-fdbd-4d94-afc0-90ba7b913d19\"], \"total_duration\": 26.0, \"total_sessions\": 3, \"mean_week_duration\": 0.382}, \"74960\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-03-16 17:44:02.000000+00:00\", \"2021-01-03 18:46:22.000000+00:00\"], \"session_ids\": [\"6869978e-dbd6-4a41-8ec5-e96f420d4fbe\", \"bb6b0509-e552-4afd-9e7a-1412863dab9a\"], \"total_duration\": 471.0, \"total_sessions\": 2, \"mean_week_duration\": 4.096}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or greater than 2 and are equal or less than 7"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[2, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"71796\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2020-01-30 22:14:13.000000+00:00\", \"2021-08-27 15:54:58.000000+00:00\", \"2021-02-17 04:57:54.000000+00:00\", \"2022-10-19 09:01:46.000000+00:00\", \"2019-07-21 11:18:58.000000+00:00\"], \"session_ids\": [\"18eebd59-630c-4c2b-8760-44957c9581f0\", \"1b73f825-3845-423d-a3bc-b76da0310e91\", \"85cbf1f6-7114-47b6-a933-c4335f8712f5\", \"40145bc2-2d84-43e5-9bf2-345ce672f1aa\", \"f69cadea-0dec-42f6-a481-f598db0821c6\"], \"total_duration\": 166.0, \"total_sessions\": 5, \"mean_week_duration\": 0.976}, \"72269\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-10-13 14:23:36.000000+00:00\", \"2023-02-28 03:39:10.000000+00:00\"], \"session_ids\": [\"6f8cfe04-6e2d-4bd6-b601-cce85d8b2b42\", \"e024f1f3-0513-4521-ab46-8303ec92d80c\"], \"total_duration\": 465.0, \"total_sessions\": 2, \"mean_week_duration\": 2.627}, \"20882\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-02-08 01:31:58.000000+00:00\", \"2021-05-18 12:08:09.000000+00:00\"], \"session_ids\": [\"6da11cb0-86df-46f2-94fc-14d2edaa5145\", \"78abc79a-64c9-455e-98ae-1f77ee7ed388\"], \"total_duration\": 318.0, \"total_sessions\": 2, \"mean_week_duration\": 3.533}, \"78737\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-03-17 20:17:08.000000+00:00\", \"2023-02-20 20:55:33.000000+00:00\"], \"session_ids\": [\"df832f89-0b21-47b9-b805-7805f75b0b4c\", \"1dbc940a-fa05-4128-bc0f-5b6312a1b955\"], \"total_duration\": 162.0, \"total_sessions\": 2, \"mean_week_duration\": 1.604}, \"34502\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-06-04 12:59:06.000000+00:00\", \"2021-07-06 12:06:56.000000+00:00\", \"2020-02-22 18:34:07.000000+00:00\"], \"session_ids\": [\"68c4d08c-3ae4-4d73-a0c9-998e4219d8f3\", \"30f189a0-c0bf-4455-bfd5-e4d7775b0e34\", \"8d54f54c-fa4f-45d3-84d4-415f11892f2e\"], \"total_duration\": 556.0, \"total_sessions\": 3, \"mean_week_duration\": 4.672}, \"21431\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-06-30 17:28:23.000000+00:00\", \"2019-12-17 05:22:39.000000+00:00\", \"2021-10-17 15:19:15.000000+00:00\"], \"session_ids\": [\"5c7467a3-180c-478f-b39c-2c308b72818c\", \"7530ffc1-9140-45df-b6e9-10281ff0f4c4\", \"ffb53fad-3d7d-4f73-9d1e-058ac59ef3cb\"], \"total_duration\": 672.0, \"total_sessions\": 3, \"mean_week_duration\": 5.6}, \"9762\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"New York City\", \"datetimes\": [\"2020-12-13 12:51:45.000000+00:00\", \"2023-03-06 22:50:55.000000+00:00\"], \"session_ids\": [\"6f52e9fe-9653-4221-904a-53d3a3916613\", \"edad333e-e208-48be-a281-4d7bba75f004\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 2.701}, \"10952\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-11-25 07:55:38.000000+00:00\", \"2022-07-09 05:13:53.000000+00:00\", \"2021-03-24 13:01:26.000000+00:00\"], \"session_ids\": [\"e61019e6-eefe-44ee-966f-ebce6e795d52\", \"6327015b-3a5d-4ab7-8aba-c8432d3cf02e\", \"271b1954-fdbd-4d94-afc0-90ba7b913d19\"], \"total_duration\": 26.0, \"total_sessions\": 3, \"mean_week_duration\": 0.382}, \"74960\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-03-16 17:44:02.000000+00:00\", \"2021-01-03 18:46:22.000000+00:00\"], \"session_ids\": [\"6869978e-dbd6-4a41-8ec5-e96f420d4fbe\", \"bb6b0509-e552-4afd-9e7a-1412863dab9a\"], \"total_duration\": 471.0, \"total_sessions\": 2, \"mean_week_duration\": 4.096}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"10952\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-11-25 07:55:38.000000+00:00\", \"2022-07-09 05:13:53.000000+00:00\", \"2021-03-24 13:01:26.000000+00:00\"], \"session_ids\": [\"e61019e6-eefe-44ee-966f-ebce6e795d52\", \"6327015b-3a5d-4ab7-8aba-c8432d3cf02e\", \"271b1954-fdbd-4d94-afc0-90ba7b913d19\"], \"total_duration\": 26.0, \"total_sessions\": 3, \"mean_week_duration\": 0.382}}, {\"78737\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-03-17 20:17:08.000000+00:00\", \"2023-02-20 20:55:33.000000+00:00\"], \"session_ids\": [\"df832f89-0b21-47b9-b805-7805f75b0b4c\", \"1dbc940a-fa05-4128-bc0f-5b6312a1b955\"], \"total_duration\": 162.0, \"total_sessions\": 2, \"mean_week_duration\": 1.604}}, {\"72269\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-10-13 14:23:36.000000+00:00\", \"2023-02-28 03:39:10.000000+00:00\"], \"session_ids\": [\"6f8cfe04-6e2d-4bd6-b601-cce85d8b2b42\", \"e024f1f3-0513-4521-ab46-8303ec92d80c\"], \"total_duration\": 465.0, \"total_sessions\": 2, \"mean_week_duration\": 2.627}}, {\"34502\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-06-04 12:59:06.000000+00:00\", \"2021-07-06 12:06:56.000000+00:00\", \"2020-02-22 18:34:07.000000+00:00\"], \"session_ids\": [\"68c4d08c-3ae4-4d73-a0c9-998e4219d8f3\", \"30f189a0-c0bf-4455-bfd5-e4d7775b0e34\", \"8d54f54c-fa4f-45d3-84d4-415f11892f2e\"], \"total_duration\": 556.0, \"total_sessions\": 3, \"mean_week_duration\": 4.672}}, {\"74960\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-03-16 17:44:02.000000+00:00\", \"2021-01-03 18:46:22.000000+00:00\"], \"session_ids\": [\"6869978e-dbd6-4a41-8ec5-e96f420d4fbe\", \"bb6b0509-e552-4afd-9e7a-1412863dab9a\"], \"total_duration\": 471.0, \"total_sessions\": 2, \"mean_week_duration\": 4.096}}, {\"9762\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"New York City\", \"datetimes\": [\"2020-12-13 12:51:45.000000+00:00\", \"2023-03-06 22:50:55.000000+00:00\"], \"session_ids\": [\"6f52e9fe-9653-4221-904a-53d3a3916613\", \"edad333e-e208-48be-a281-4d7bba75f004\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 2.701}}, {\"71796\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2020-01-30 22:14:13.000000+00:00\", \"2021-08-27 15:54:58.000000+00:00\", \"2021-02-17 04:57:54.000000+00:00\", \"2022-10-19 09:01:46.000000+00:00\", \"2019-07-21 11:18:58.000000+00:00\"], \"session_ids\": [\"18eebd59-630c-4c2b-8760-44957c9581f0\", \"1b73f825-3845-423d-a3bc-b76da0310e91\", \"85cbf1f6-7114-47b6-a933-c4335f8712f5\", \"40145bc2-2d84-43e5-9bf2-345ce672f1aa\", \"f69cadea-0dec-42f6-a481-f598db0821c6\"], \"total_duration\": 166.0, \"total_sessions\": 5, \"mean_week_duration\": 0.976}}, {\"20882\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-02-08 01:31:58.000000+00:00\", \"2021-05-18 12:08:09.000000+00:00\"], \"session_ids\": [\"6da11cb0-86df-46f2-94fc-14d2edaa5145\", \"78abc79a-64c9-455e-98ae-1f77ee7ed388\"], \"total_duration\": 318.0, \"total_sessions\": 2, \"mean_week_duration\": 3.533}}, {\"21431\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-06-30 17:28:23.000000+00:00\", \"2019-12-17 05:22:39.000000+00:00\", \"2021-10-17 15:19:15.000000+00:00\"], \"session_ids\": [\"5c7467a3-180c-478f-b39c-2c308b72818c\", \"7530ffc1-9140-45df-b6e9-10281ff0f4c4\", \"ffb53fad-3d7d-4f73-9d1e-058ac59ef3cb\"], \"total_duration\": 672.0, \"total_sessions\": 3, \"mean_week_duration\": 5.6}}]\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[{\"10952\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-11-25 07:55:38.000000+00:00\", \"2022-07-09 05:13:53.000000+00:00\", \"2021-03-24 13:01:26.000000+00:00\"], \"session_ids\": [\"e61019e6-eefe-44ee-966f-ebce6e795d52\", \"6327015b-3a5d-4ab7-8aba-c8432d3cf02e\", \"271b1954-fdbd-4d94-afc0-90ba7b913d19\"], \"total_duration\": 26.0, \"total_sessions\": 3, \"mean_week_duration\": 0.382}}, {\"78737\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-03-17 20:17:08.000000+00:00\", \"2023-02-20 20:55:33.000000+00:00\"], \"session_ids\": [\"df832f89-0b21-47b9-b805-7805f75b0b4c\", \"1dbc940a-fa05-4128-bc0f-5b6312a1b955\"], \"total_duration\": 162.0, \"total_sessions\": 2, \"mean_week_duration\": 1.604}}]\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[{\"10952\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-11-25 07:55:38.000000+00:00\", \"2022-07-09 05:13:53.000000+00:00\", \"2021-03-24 13:01:26.000000+00:00\"], \"session_ids\": [\"e61019e6-eefe-44ee-966f-ebce6e795d52\", \"6327015b-3a5d-4ab7-8aba-c8432d3cf02e\", \"271b1954-fdbd-4d94-afc0-90ba7b913d19\"], \"total_duration\": 26.0, \"total_sessions\": 3, \"mean_week_duration\": 0.382}}, {\"78737\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-03-17 20:17:08.000000+00:00\", \"2023-02-20 20:55:33.000000+00:00\"], \"session_ids\": [\"df832f89-0b21-47b9-b805-7805f75b0b4c\", \"1dbc940a-fa05-4128-bc0f-5b6312a1b955\"], \"total_duration\": 162.0, \"total_sessions\": 2, \"mean_week_duration\": 1.604}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide insights into 5 users with a overall total duration that is higher than 4615 and lower than 119 in addition execute sorting by town name desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"40054\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-01-20 16:27:49.000000+00:00\", \"2019-07-28 06:56:38.000000+00:00\"], \"session_ids\": [\"0915e8fd-6c7c-4ae2-984f-3868d15e6115\", \"34758b10-c0e7-4afc-b92d-240cb3c04ef9\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 2.444}, \"78200\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-06-25 09:47:00.000000+00:00\", \"2021-06-21 04:54:04.000000+00:00\"], \"session_ids\": [\"a5750e09-e629-4c42-8717-76e0a123957e\", \"e6e4bd0b-adac-4a7a-bf49-5225b1fc8c45\"], \"total_duration\": 373.0, \"total_sessions\": 2, \"mean_week_duration\": 7.173}, \"77583\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-06-08 16:05:54.000000+00:00\", \"2022-08-09 22:41:42.000000+00:00\"], \"session_ids\": [\"176f6a3a-18ee-4bc8-9fe7-2227a1184509\", \"b3e0cabc-aa61-4116-9fbd-46269db4d75c\"], \"total_duration\": 70.0, \"total_sessions\": 2, \"mean_week_duration\": 0.422}, \"74468\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-01-24 01:02:36.000000+00:00\", \"2019-10-25 02:15:41.000000+00:00\", \"2021-03-25 19:17:37.000000+00:00\"], \"session_ids\": [\"1e574960-dfd5-4510-b139-e9c3d135a0a2\", \"b6b4a8e4-f1cc-4913-8972-927f5cea0fe3\", \"598c2a56-a37c-4b51-a3fa-fa1fa646ee6c\"], \"total_duration\": 46.0, \"total_sessions\": 3, \"mean_week_duration\": 0.39}, \"50875\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-01-31 04:26:51.000000+00:00\", \"2023-05-14 02:15:40.000000+00:00\", \"2019-02-15 05:45:54.000000+00:00\", \"2022-06-07 16:09:56.000000+00:00\"], \"session_ids\": [\"bf3a384a-aebb-49f6-ad44-02b207b556ec\", \"2a2786ba-4571-42bf-8a46-b481bcd74dc8\", \"18662193-3249-4697-bf71-8c8605055e32\", \"a800f601-e00e-4515-8af2-a7e131e32108\"], \"total_duration\": 1341.0, \"total_sessions\": 4, \"mean_week_duration\": 5.987}, \"27521\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-09-18 05:48:21.000000+00:00\", \"2022-10-14 09:52:42.000000+00:00\"], \"session_ids\": [\"36ce8c67-cfe5-48a2-a015-ff8a81a6d730\", \"e67a7394-6130-45f6-bc59-23c5245ea8a6\"], \"total_duration\": 200.0, \"total_sessions\": 2, \"mean_week_duration\": 3.571}, \"72418\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-05-07 16:23:23.000000+00:00\", \"2023-04-09 21:53:16.000000+00:00\", \"2019-11-11 17:59:03.000000+00:00\", \"2023-04-18 15:37:07.000000+00:00\", \"2023-01-24 03:02:36.000000+00:00\"], \"session_ids\": [\"1f857f10-2486-4e58-af2a-ca6c5a1d4497\", \"3f935edc-9d3a-4428-93eb-f161919c61a4\", \"9fc85832-0cbf-47cb-9b69-b8bf3dab9304\", \"25ffdbd4-d9e2-4189-a361-597d6ca88b3d\", \"fbaaaeb8-a837-41d8-b146-58af4effdf52\"], \"total_duration\": 289.0, \"total_sessions\": 5, \"mean_week_duration\": 1.403}, \"77137\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-12-27 12:04:49.000000+00:00\", \"2020-05-20 15:48:46.000000+00:00\", \"2021-04-08 11:22:19.000000+00:00\", \"2023-04-24 03:01:16.000000+00:00\"], \"session_ids\": [\"2f47d6b3-c9dc-43dd-a6c7-d59d69f70bfc\", \"c79e8aee-d6cf-4971-900e-7b5bb1c816f4\", \"9bca5444-d4db-4dde-ae2d-8ad9a65019ce\", \"8d13b735-8792-4db9-9161-25019120e193\"], \"total_duration\": 487.0, \"total_sessions\": 4, \"mean_week_duration\": 2.799}, \"58978\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-07-22 21:50:14.000000+00:00\", \"2020-09-19 16:00:14.000000+00:00\"], \"session_ids\": [\"6004aa8e-a627-4b1c-b77d-a3178e0ea70b\", \"f90e4376-e1b3-463d-87a7-81190f35a369\"], \"total_duration\": 188.0, \"total_sessions\": 2, \"mean_week_duration\": 20.889}, \"84027\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-04-21 19:42:50.000000+00:00\", \"2021-06-14 07:15:22.000000+00:00\", \"2021-08-04 08:26:19.000000+00:00\", \"2023-05-07 07:03:11.000000+00:00\", \"2023-01-07 22:43:17.000000+00:00\", \"2019-12-01 11:14:37.000000+00:00\", \"2019-08-16 23:36:10.000000+00:00\", \"2021-12-08 11:58:02.000000+00:00\", \"2020-10-07 12:15:01.000000+00:00\", \"2019-09-25 06:46:14.000000+00:00\", \"2021-02-08 02:09:17.000000+00:00\"], \"session_ids\": [\"13881573-8697-495a-a587-4d10cb93d2d2\", \"55687963-8f55-41dc-b6fe-0d3fe9813e2c\", \"2c1e27ce-222e-4fdc-9e0d-810a78bfadf0\", \"e44c8f98-9e0c-49da-95bb-5aa36df557f2\", \"e4574f57-d2b2-4959-8e76-4a912cb44e7c\", \"6fbf4ddc-7cd6-40de-a39f-2e8c7aa6551d\", \"b56a74ae-c1bc-4f7e-80d2-55c88c4f23b8\", \"46406c23-c07a-4ddf-9d75-0ec6cc7d7be9\", \"08dcbfac-f294-41ed-a74f-b41b96d11764\", \"6bc55146-0330-4e62-bd3a-61ef8f973ce6\", \"f105554e-3e0d-434d-ada3-43dc53e003ac\"], \"total_duration\": 3599.0, \"total_sessions\": 11, \"mean_week_duration\": 18.456}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or less than 119 and are equal or greater than 4615"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"total_duration\": [[119, 4615]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"40054\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-01-20 16:27:49.000000+00:00\", \"2019-07-28 06:56:38.000000+00:00\"], \"session_ids\": [\"0915e8fd-6c7c-4ae2-984f-3868d15e6115\", \"34758b10-c0e7-4afc-b92d-240cb3c04ef9\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 2.444}, \"77583\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-06-08 16:05:54.000000+00:00\", \"2022-08-09 22:41:42.000000+00:00\"], \"session_ids\": [\"176f6a3a-18ee-4bc8-9fe7-2227a1184509\", \"b3e0cabc-aa61-4116-9fbd-46269db4d75c\"], \"total_duration\": 70.0, \"total_sessions\": 2, \"mean_week_duration\": 0.422}, \"74468\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-01-24 01:02:36.000000+00:00\", \"2019-10-25 02:15:41.000000+00:00\", \"2021-03-25 19:17:37.000000+00:00\"], \"session_ids\": [\"1e574960-dfd5-4510-b139-e9c3d135a0a2\", \"b6b4a8e4-f1cc-4913-8972-927f5cea0fe3\", \"598c2a56-a37c-4b51-a3fa-fa1fa646ee6c\"], \"total_duration\": 46.0, \"total_sessions\": 3, \"mean_week_duration\": 0.39}}\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[{\"77583\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-06-08 16:05:54.000000+00:00\", \"2022-08-09 22:41:42.000000+00:00\"], \"session_ids\": [\"176f6a3a-18ee-4bc8-9fe7-2227a1184509\", \"b3e0cabc-aa61-4116-9fbd-46269db4d75c\"], \"total_duration\": 70.0, \"total_sessions\": 2, \"mean_week_duration\": 0.422}}, {\"40054\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-01-20 16:27:49.000000+00:00\", \"2019-07-28 06:56:38.000000+00:00\"], \"session_ids\": [\"0915e8fd-6c7c-4ae2-984f-3868d15e6115\", \"34758b10-c0e7-4afc-b92d-240cb3c04ef9\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 2.444}}, {\"74468\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-01-24 01:02:36.000000+00:00\", \"2019-10-25 02:15:41.000000+00:00\", \"2021-03-25 19:17:37.000000+00:00\"], \"session_ids\": [\"1e574960-dfd5-4510-b139-e9c3d135a0a2\", \"b6b4a8e4-f1cc-4913-8972-927f5cea0fe3\", \"598c2a56-a37c-4b51-a3fa-fa1fa646ee6c\"], \"total_duration\": 46.0, \"total_sessions\": 3, \"mean_week_duration\": 0.39}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 5 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"77583\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-06-08 16:05:54.000000+00:00\", \"2022-08-09 22:41:42.000000+00:00\"], \"session_ids\": [\"176f6a3a-18ee-4bc8-9fe7-2227a1184509\", \"b3e0cabc-aa61-4116-9fbd-46269db4d75c\"], \"total_duration\": 70.0, \"total_sessions\": 2, \"mean_week_duration\": 0.422}}, {\"40054\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-01-20 16:27:49.000000+00:00\", \"2019-07-28 06:56:38.000000+00:00\"], \"session_ids\": [\"0915e8fd-6c7c-4ae2-984f-3868d15e6115\", \"34758b10-c0e7-4afc-b92d-240cb3c04ef9\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 2.444}}, {\"74468\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-01-24 01:02:36.000000+00:00\", \"2019-10-25 02:15:41.000000+00:00\", \"2021-03-25 19:17:37.000000+00:00\"], \"session_ids\": [\"1e574960-dfd5-4510-b139-e9c3d135a0a2\", \"b6b4a8e4-f1cc-4913-8972-927f5cea0fe3\", \"598c2a56-a37c-4b51-a3fa-fa1fa646ee6c\"], \"total_duration\": 46.0, \"total_sessions\": 3, \"mean_week_duration\": 0.39}}]\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[{\"77583\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-06-08 16:05:54.000000+00:00\", \"2022-08-09 22:41:42.000000+00:00\"], \"session_ids\": [\"176f6a3a-18ee-4bc8-9fe7-2227a1184509\", \"b3e0cabc-aa61-4116-9fbd-46269db4d75c\"], \"total_duration\": 70.0, \"total_sessions\": 2, \"mean_week_duration\": 0.422}}, {\"40054\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-01-20 16:27:49.000000+00:00\", \"2019-07-28 06:56:38.000000+00:00\"], \"session_ids\": [\"0915e8fd-6c7c-4ae2-984f-3868d15e6115\", \"34758b10-c0e7-4afc-b92d-240cb3c04ef9\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 2.444}}, {\"74468\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-01-24 01:02:36.000000+00:00\", \"2019-10-25 02:15:41.000000+00:00\", \"2021-03-25 19:17:37.000000+00:00\"], \"session_ids\": [\"1e574960-dfd5-4510-b139-e9c3d135a0a2\", \"b6b4a8e4-f1cc-4913-8972-927f5cea0fe3\", \"598c2a56-a37c-4b51-a3fa-fa1fa646ee6c\"], \"total_duration\": 46.0, \"total_sessions\": 3, \"mean_week_duration\": 0.39}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display to me 6 users pieces of information with a total time using the app that is above 2767 and below 1299 in addition do sorting by city naming in ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"25738\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-07-23 09:35:31.000000+00:00\", \"2020-09-19 18:40:16.000000+00:00\"], \"session_ids\": [\"83bfb124-1c63-4c57-b11d-b90f2baf0500\", \"277de99e-ac37-4733-9a0d-687eff614d8e\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 9.667}, \"43347\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-06-13 03:42:08.000000+00:00\", \"2021-10-19 05:09:13.000000+00:00\"], \"session_ids\": [\"83bde58d-48a9-4145-b442-e8593f41276b\", \"eddf5014-98f1-44f6-9fc3-e0ed4593faa0\"], \"total_duration\": 248.0, \"total_sessions\": 2, \"mean_week_duration\": 3.493}, \"48382\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-04-01 00:58:54.000000+00:00\", \"2021-08-05 18:54:15.000000+00:00\"], \"session_ids\": [\"06f2bcc2-6fbb-4a63-bf29-b27c98e70dea\", \"235efac1-53a0-4313-bf5d-e44b2c2c6d0c\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 2.592}, \"65792\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-08-18 11:17:54.000000+00:00\", \"2023-03-29 01:39:36.000000+00:00\", \"2020-11-16 07:16:31.000000+00:00\", \"2020-04-23 09:07:41.000000+00:00\"], \"session_ids\": [\"b0855527-4d7d-4352-b36f-cb5cb39e75d7\", \"614c6afa-2203-40f1-b0bf-eaae36d25a23\", \"10bee2dd-a13a-41f1-99f8-d7f3041e7c3f\", \"397c4a12-1a3f-46a1-9c5a-d7c44b35ff0e\"], \"total_duration\": 1970.0, \"total_sessions\": 4, \"mean_week_duration\": 10.423}, \"79133\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-04-22 02:49:33.000000+00:00\", \"2020-10-18 12:46:30.000000+00:00\", \"2020-05-22 16:41:06.000000+00:00\", \"2022-06-18 06:18:35.000000+00:00\", \"2019-03-05 18:40:06.000000+00:00\", \"2020-02-09 05:35:18.000000+00:00\", \"2021-11-17 00:53:15.000000+00:00\", \"2019-05-20 17:52:58.000000+00:00\", \"2020-11-05 11:26:16.000000+00:00\", \"2019-12-11 20:47:10.000000+00:00\"], \"session_ids\": [\"d46b2853-ae36-46a7-a61d-74bc5c351bd0\", \"1f553d48-8438-418e-b86b-837a94540a53\", \"8ed6ad7e-9e0a-428c-83fc-cef024cf31be\", \"e3063106-316e-482a-95fe-4925ce3441dd\", \"6bbd4ab4-1b9a-4264-9e76-1983255fe95c\", \"837fe664-5653-4ffc-8018-760ec7cb4231\", \"527ce251-780c-4e28-b597-1d2ba8bf92f7\", \"202b27d0-7f44-4238-b4d1-61301c42ece0\", \"3aec7f1c-5a53-4123-b47c-0f281602169a\", \"0b254e65-5a7e-4953-8d6a-ce771a0fe94c\"], \"total_duration\": 28973.0, \"total_sessions\": 10, \"mean_week_duration\": 168.448}, \"1147\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"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\": \"Bridgetown\", \"datetimes\": [\"2021-03-25 17:26:55.000000+00:00\", \"2022-01-28 00:07:28.000000+00:00\", \"2023-02-05 03:28:25.000000+00:00\", \"2019-12-01 11:43:07.000000+00:00\", \"2022-07-30 21:10:47.000000+00:00\", \"2023-05-28 09:43:10.000000+00:00\", \"2023-05-01 07:46:34.000000+00:00\", \"2022-03-22 23:43:06.000000+00:00\", \"2021-02-26 10:49:58.000000+00:00\"], \"session_ids\": [\"870fe0ac-0dd6-4c53-8fcf-943fd728deb4\", \"5a0dcb89-3581-407d-ad0d-33c6b42152b2\", \"3d71d312-4cfe-47f0-b074-6cfb3876ebf7\", \"755d9d44-10de-40e6-9f6d-af17efff220d\", \"4d1ef3a5-279a-469d-b2f6-617d9537cb9d\", \"8cf033cd-a8b0-4989-a5ae-2a83a41ea27b\", \"3449c10a-cb85-4c85-84e6-704db704ffc2\", \"a8d2fb20-1c72-416d-94f5-f23b5f4485b0\", \"719c0251-4c25-4db7-a1e0-765da434d810\"], \"total_duration\": 4321.0, \"total_sessions\": 9, \"mean_week_duration\": 23.742}, \"14448\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2020-09-14 15:40:30.000000+00:00\", \"2021-10-09 12:43:13.000000+00:00\", \"2020-11-10 10:07:53.000000+00:00\", \"2020-02-07 22:24:27.000000+00:00\"], \"session_ids\": [\"e9a6585b-1c5e-4581-9e92-e06dfe77d75a\", \"16dae658-679d-4dc7-86ec-88b4d0da90d8\", \"674c1a5f-0191-43fe-8b66-1e84573d72ff\", \"87250965-0680-4e5a-b1ac-951a446ed977\"], \"total_duration\": 324.0, \"total_sessions\": 4, \"mean_week_duration\": 3.724}, \"56438\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-22 06:12:03.000000+00:00\", \"2020-11-02 03:55:01.000000+00:00\", \"2022-08-04 14:00:45.000000+00:00\", \"2021-03-14 18:11:12.000000+00:00\"], \"session_ids\": [\"9f2e8ff2-f960-419a-90e8-c9f37db7a0ff\", \"0fe4aeea-0eaf-49c4-89ae-d0b8bf33e3a1\", \"566b9a55-cb5c-4a53-8f8c-f0e9bbc49e10\", \"28640e7f-3390-4062-9a99-b5b87abbfc23\"], \"total_duration\": 1352.0, \"total_sessions\": 4, \"mean_week_duration\": 14.696}, \"98853\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Cairo\", \"datetimes\": [\"2021-12-30 18:37:32.000000+00:00\", \"2022-02-02 08:07:48.000000+00:00\", \"2021-03-22 14:12:15.000000+00:00\", \"2023-03-13 22:20:12.000000+00:00\", \"2021-04-29 21:39:10.000000+00:00\", \"2019-11-19 15:58:50.000000+00:00\", \"2022-04-30 22:43:44.000000+00:00\", \"2022-10-15 15:07:19.000000+00:00\", \"2020-05-17 08:32:30.000000+00:00\"], \"session_ids\": [\"f4504e85-c0ca-4fdc-8dd0-1a7e761133b2\", \"5f6f6817-7d24-4802-bb23-695eedf224bf\", \"5bfdff8e-78a6-49f0-91b1-d110ffbb13e7\", \"67edd13c-385d-4e9b-9c23-8d8884704e64\", \"da978831-4d17-4a0b-adff-46df7b2ae490\", \"32e88997-8583-4fac-9513-42c834e4b09c\", \"3d8d84e0-b878-401a-a305-b9b538cd616f\", \"d6beec62-5162-425a-b1d0-0ee350804004\", \"f9544442-7799-4492-beac-23246db259bb\"], \"total_duration\": 5318.0, \"total_sessions\": 9, \"mean_week_duration\": 30.74}, \"60397\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-06-18 01:59:04.000000+00:00\", \"2021-05-02 10:48:01.000000+00:00\"], \"session_ids\": [\"b69696b1-90d1-489f-b1ce-51c0ac671d6c\", \"f89cb93a-c7aa-42af-9755-ba8c248f5e2a\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.388}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or less than 1299 and are equal or greater than 2767"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"total_duration\": [[1299, 2767]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"25738\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-07-23 09:35:31.000000+00:00\", \"2020-09-19 18:40:16.000000+00:00\"], \"session_ids\": [\"83bfb124-1c63-4c57-b11d-b90f2baf0500\", \"277de99e-ac37-4733-9a0d-687eff614d8e\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 9.667}, \"43347\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-06-13 03:42:08.000000+00:00\", \"2021-10-19 05:09:13.000000+00:00\"], \"session_ids\": [\"83bde58d-48a9-4145-b442-e8593f41276b\", \"eddf5014-98f1-44f6-9fc3-e0ed4593faa0\"], \"total_duration\": 248.0, \"total_sessions\": 2, \"mean_week_duration\": 3.493}, \"48382\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-04-01 00:58:54.000000+00:00\", \"2021-08-05 18:54:15.000000+00:00\"], \"session_ids\": [\"06f2bcc2-6fbb-4a63-bf29-b27c98e70dea\", \"235efac1-53a0-4313-bf5d-e44b2c2c6d0c\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 2.592}, \"14448\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2020-09-14 15:40:30.000000+00:00\", \"2021-10-09 12:43:13.000000+00:00\", \"2020-11-10 10:07:53.000000+00:00\", \"2020-02-07 22:24:27.000000+00:00\"], \"session_ids\": [\"e9a6585b-1c5e-4581-9e92-e06dfe77d75a\", \"16dae658-679d-4dc7-86ec-88b4d0da90d8\", \"674c1a5f-0191-43fe-8b66-1e84573d72ff\", \"87250965-0680-4e5a-b1ac-951a446ed977\"], \"total_duration\": 324.0, \"total_sessions\": 4, \"mean_week_duration\": 3.724}, \"60397\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-06-18 01:59:04.000000+00:00\", \"2021-05-02 10:48:01.000000+00:00\"], \"session_ids\": [\"b69696b1-90d1-489f-b1ce-51c0ac671d6c\", \"f89cb93a-c7aa-42af-9755-ba8c248f5e2a\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.388}, \"79133\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-04-22 02:49:33.000000+00:00\", \"2020-10-18 12:46:30.000000+00:00\", \"2020-05-22 16:41:06.000000+00:00\", \"2022-06-18 06:18:35.000000+00:00\", \"2019-03-05 18:40:06.000000+00:00\", \"2020-02-09 05:35:18.000000+00:00\", \"2021-11-17 00:53:15.000000+00:00\", \"2019-05-20 17:52:58.000000+00:00\", \"2020-11-05 11:26:16.000000+00:00\", \"2019-12-11 20:47:10.000000+00:00\"], \"session_ids\": [\"d46b2853-ae36-46a7-a61d-74bc5c351bd0\", \"1f553d48-8438-418e-b86b-837a94540a53\", \"8ed6ad7e-9e0a-428c-83fc-cef024cf31be\", \"e3063106-316e-482a-95fe-4925ce3441dd\", \"6bbd4ab4-1b9a-4264-9e76-1983255fe95c\", \"837fe664-5653-4ffc-8018-760ec7cb4231\", \"527ce251-780c-4e28-b597-1d2ba8bf92f7\", \"202b27d0-7f44-4238-b4d1-61301c42ece0\", \"3aec7f1c-5a53-4123-b47c-0f281602169a\", \"0b254e65-5a7e-4953-8d6a-ce771a0fe94c\"], \"total_duration\": 28973.0, \"total_sessions\": 10, \"mean_week_duration\": 168.448}, \"1147\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"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\": \"Bridgetown\", \"datetimes\": [\"2021-03-25 17:26:55.000000+00:00\", \"2022-01-28 00:07:28.000000+00:00\", \"2023-02-05 03:28:25.000000+00:00\", \"2019-12-01 11:43:07.000000+00:00\", \"2022-07-30 21:10:47.000000+00:00\", \"2023-05-28 09:43:10.000000+00:00\", \"2023-05-01 07:46:34.000000+00:00\", \"2022-03-22 23:43:06.000000+00:00\", \"2021-02-26 10:49:58.000000+00:00\"], \"session_ids\": [\"870fe0ac-0dd6-4c53-8fcf-943fd728deb4\", \"5a0dcb89-3581-407d-ad0d-33c6b42152b2\", \"3d71d312-4cfe-47f0-b074-6cfb3876ebf7\", \"755d9d44-10de-40e6-9f6d-af17efff220d\", \"4d1ef3a5-279a-469d-b2f6-617d9537cb9d\", \"8cf033cd-a8b0-4989-a5ae-2a83a41ea27b\", \"3449c10a-cb85-4c85-84e6-704db704ffc2\", \"a8d2fb20-1c72-416d-94f5-f23b5f4485b0\", \"719c0251-4c25-4db7-a1e0-765da434d810\"], \"total_duration\": 4321.0, \"total_sessions\": 9, \"mean_week_duration\": 23.742}, \"98853\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Cairo\", \"datetimes\": [\"2021-12-30 18:37:32.000000+00:00\", \"2022-02-02 08:07:48.000000+00:00\", \"2021-03-22 14:12:15.000000+00:00\", \"2023-03-13 22:20:12.000000+00:00\", \"2021-04-29 21:39:10.000000+00:00\", \"2019-11-19 15:58:50.000000+00:00\", \"2022-04-30 22:43:44.000000+00:00\", \"2022-10-15 15:07:19.000000+00:00\", \"2020-05-17 08:32:30.000000+00:00\"], \"session_ids\": [\"f4504e85-c0ca-4fdc-8dd0-1a7e761133b2\", \"5f6f6817-7d24-4802-bb23-695eedf224bf\", \"5bfdff8e-78a6-49f0-91b1-d110ffbb13e7\", \"67edd13c-385d-4e9b-9c23-8d8884704e64\", \"da978831-4d17-4a0b-adff-46df7b2ae490\", \"32e88997-8583-4fac-9513-42c834e4b09c\", \"3d8d84e0-b878-401a-a305-b9b538cd616f\", \"d6beec62-5162-425a-b1d0-0ee350804004\", \"f9544442-7799-4492-beac-23246db259bb\"], \"total_duration\": 5318.0, \"total_sessions\": 9, \"mean_week_duration\": 30.74}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"1147\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"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\": \"Bridgetown\", \"datetimes\": [\"2021-03-25 17:26:55.000000+00:00\", \"2022-01-28 00:07:28.000000+00:00\", \"2023-02-05 03:28:25.000000+00:00\", \"2019-12-01 11:43:07.000000+00:00\", \"2022-07-30 21:10:47.000000+00:00\", \"2023-05-28 09:43:10.000000+00:00\", \"2023-05-01 07:46:34.000000+00:00\", \"2022-03-22 23:43:06.000000+00:00\", \"2021-02-26 10:49:58.000000+00:00\"], \"session_ids\": [\"870fe0ac-0dd6-4c53-8fcf-943fd728deb4\", \"5a0dcb89-3581-407d-ad0d-33c6b42152b2\", \"3d71d312-4cfe-47f0-b074-6cfb3876ebf7\", \"755d9d44-10de-40e6-9f6d-af17efff220d\", \"4d1ef3a5-279a-469d-b2f6-617d9537cb9d\", \"8cf033cd-a8b0-4989-a5ae-2a83a41ea27b\", \"3449c10a-cb85-4c85-84e6-704db704ffc2\", \"a8d2fb20-1c72-416d-94f5-f23b5f4485b0\", \"719c0251-4c25-4db7-a1e0-765da434d810\"], \"total_duration\": 4321.0, \"total_sessions\": 9, \"mean_week_duration\": 23.742}}, {\"98853\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Cairo\", \"datetimes\": [\"2021-12-30 18:37:32.000000+00:00\", \"2022-02-02 08:07:48.000000+00:00\", \"2021-03-22 14:12:15.000000+00:00\", \"2023-03-13 22:20:12.000000+00:00\", \"2021-04-29 21:39:10.000000+00:00\", \"2019-11-19 15:58:50.000000+00:00\", \"2022-04-30 22:43:44.000000+00:00\", \"2022-10-15 15:07:19.000000+00:00\", \"2020-05-17 08:32:30.000000+00:00\"], \"session_ids\": [\"f4504e85-c0ca-4fdc-8dd0-1a7e761133b2\", \"5f6f6817-7d24-4802-bb23-695eedf224bf\", \"5bfdff8e-78a6-49f0-91b1-d110ffbb13e7\", \"67edd13c-385d-4e9b-9c23-8d8884704e64\", \"da978831-4d17-4a0b-adff-46df7b2ae490\", \"32e88997-8583-4fac-9513-42c834e4b09c\", \"3d8d84e0-b878-401a-a305-b9b538cd616f\", \"d6beec62-5162-425a-b1d0-0ee350804004\", \"f9544442-7799-4492-beac-23246db259bb\"], \"total_duration\": 5318.0, \"total_sessions\": 9, \"mean_week_duration\": 30.74}}, {\"48382\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-04-01 00:58:54.000000+00:00\", \"2021-08-05 18:54:15.000000+00:00\"], \"session_ids\": [\"06f2bcc2-6fbb-4a63-bf29-b27c98e70dea\", \"235efac1-53a0-4313-bf5d-e44b2c2c6d0c\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 2.592}}, {\"25738\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-07-23 09:35:31.000000+00:00\", \"2020-09-19 18:40:16.000000+00:00\"], \"session_ids\": [\"83bfb124-1c63-4c57-b11d-b90f2baf0500\", \"277de99e-ac37-4733-9a0d-687eff614d8e\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 9.667}}, {\"43347\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-06-13 03:42:08.000000+00:00\", \"2021-10-19 05:09:13.000000+00:00\"], \"session_ids\": [\"83bde58d-48a9-4145-b442-e8593f41276b\", \"eddf5014-98f1-44f6-9fc3-e0ed4593faa0\"], \"total_duration\": 248.0, \"total_sessions\": 2, \"mean_week_duration\": 3.493}}, {\"60397\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-06-18 01:59:04.000000+00:00\", \"2021-05-02 10:48:01.000000+00:00\"], \"session_ids\": [\"b69696b1-90d1-489f-b1ce-51c0ac671d6c\", \"f89cb93a-c7aa-42af-9755-ba8c248f5e2a\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.388}}, {\"14448\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2020-09-14 15:40:30.000000+00:00\", \"2021-10-09 12:43:13.000000+00:00\", \"2020-11-10 10:07:53.000000+00:00\", \"2020-02-07 22:24:27.000000+00:00\"], \"session_ids\": [\"e9a6585b-1c5e-4581-9e92-e06dfe77d75a\", \"16dae658-679d-4dc7-86ec-88b4d0da90d8\", \"674c1a5f-0191-43fe-8b66-1e84573d72ff\", \"87250965-0680-4e5a-b1ac-951a446ed977\"], \"total_duration\": 324.0, \"total_sessions\": 4, \"mean_week_duration\": 3.724}}, {\"79133\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-04-22 02:49:33.000000+00:00\", \"2020-10-18 12:46:30.000000+00:00\", \"2020-05-22 16:41:06.000000+00:00\", \"2022-06-18 06:18:35.000000+00:00\", \"2019-03-05 18:40:06.000000+00:00\", \"2020-02-09 05:35:18.000000+00:00\", \"2021-11-17 00:53:15.000000+00:00\", \"2019-05-20 17:52:58.000000+00:00\", \"2020-11-05 11:26:16.000000+00:00\", \"2019-12-11 20:47:10.000000+00:00\"], \"session_ids\": [\"d46b2853-ae36-46a7-a61d-74bc5c351bd0\", \"1f553d48-8438-418e-b86b-837a94540a53\", \"8ed6ad7e-9e0a-428c-83fc-cef024cf31be\", \"e3063106-316e-482a-95fe-4925ce3441dd\", \"6bbd4ab4-1b9a-4264-9e76-1983255fe95c\", \"837fe664-5653-4ffc-8018-760ec7cb4231\", \"527ce251-780c-4e28-b597-1d2ba8bf92f7\", \"202b27d0-7f44-4238-b4d1-61301c42ece0\", \"3aec7f1c-5a53-4123-b47c-0f281602169a\", \"0b254e65-5a7e-4953-8d6a-ce771a0fe94c\"], \"total_duration\": 28973.0, \"total_sessions\": 10, \"mean_week_duration\": 168.448}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 6 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"1147\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"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\": \"Bridgetown\", \"datetimes\": [\"2021-03-25 17:26:55.000000+00:00\", \"2022-01-28 00:07:28.000000+00:00\", \"2023-02-05 03:28:25.000000+00:00\", \"2019-12-01 11:43:07.000000+00:00\", \"2022-07-30 21:10:47.000000+00:00\", \"2023-05-28 09:43:10.000000+00:00\", \"2023-05-01 07:46:34.000000+00:00\", \"2022-03-22 23:43:06.000000+00:00\", \"2021-02-26 10:49:58.000000+00:00\"], \"session_ids\": [\"870fe0ac-0dd6-4c53-8fcf-943fd728deb4\", \"5a0dcb89-3581-407d-ad0d-33c6b42152b2\", \"3d71d312-4cfe-47f0-b074-6cfb3876ebf7\", \"755d9d44-10de-40e6-9f6d-af17efff220d\", \"4d1ef3a5-279a-469d-b2f6-617d9537cb9d\", \"8cf033cd-a8b0-4989-a5ae-2a83a41ea27b\", \"3449c10a-cb85-4c85-84e6-704db704ffc2\", \"a8d2fb20-1c72-416d-94f5-f23b5f4485b0\", \"719c0251-4c25-4db7-a1e0-765da434d810\"], \"total_duration\": 4321.0, \"total_sessions\": 9, \"mean_week_duration\": 23.742}}, {\"98853\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Cairo\", \"datetimes\": [\"2021-12-30 18:37:32.000000+00:00\", \"2022-02-02 08:07:48.000000+00:00\", \"2021-03-22 14:12:15.000000+00:00\", \"2023-03-13 22:20:12.000000+00:00\", \"2021-04-29 21:39:10.000000+00:00\", \"2019-11-19 15:58:50.000000+00:00\", \"2022-04-30 22:43:44.000000+00:00\", \"2022-10-15 15:07:19.000000+00:00\", \"2020-05-17 08:32:30.000000+00:00\"], \"session_ids\": [\"f4504e85-c0ca-4fdc-8dd0-1a7e761133b2\", \"5f6f6817-7d24-4802-bb23-695eedf224bf\", \"5bfdff8e-78a6-49f0-91b1-d110ffbb13e7\", \"67edd13c-385d-4e9b-9c23-8d8884704e64\", \"da978831-4d17-4a0b-adff-46df7b2ae490\", \"32e88997-8583-4fac-9513-42c834e4b09c\", \"3d8d84e0-b878-401a-a305-b9b538cd616f\", \"d6beec62-5162-425a-b1d0-0ee350804004\", \"f9544442-7799-4492-beac-23246db259bb\"], \"total_duration\": 5318.0, \"total_sessions\": 9, \"mean_week_duration\": 30.74}}, {\"48382\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-04-01 00:58:54.000000+00:00\", \"2021-08-05 18:54:15.000000+00:00\"], \"session_ids\": [\"06f2bcc2-6fbb-4a63-bf29-b27c98e70dea\", \"235efac1-53a0-4313-bf5d-e44b2c2c6d0c\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 2.592}}, {\"25738\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-07-23 09:35:31.000000+00:00\", \"2020-09-19 18:40:16.000000+00:00\"], \"session_ids\": [\"83bfb124-1c63-4c57-b11d-b90f2baf0500\", \"277de99e-ac37-4733-9a0d-687eff614d8e\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 9.667}}, {\"43347\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-06-13 03:42:08.000000+00:00\", \"2021-10-19 05:09:13.000000+00:00\"], \"session_ids\": [\"83bde58d-48a9-4145-b442-e8593f41276b\", \"eddf5014-98f1-44f6-9fc3-e0ed4593faa0\"], \"total_duration\": 248.0, \"total_sessions\": 2, \"mean_week_duration\": 3.493}}, {\"60397\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-06-18 01:59:04.000000+00:00\", \"2021-05-02 10:48:01.000000+00:00\"], \"session_ids\": [\"b69696b1-90d1-489f-b1ce-51c0ac671d6c\", \"f89cb93a-c7aa-42af-9755-ba8c248f5e2a\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.388}}]\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[{\"1147\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"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\": \"Bridgetown\", \"datetimes\": [\"2021-03-25 17:26:55.000000+00:00\", \"2022-01-28 00:07:28.000000+00:00\", \"2023-02-05 03:28:25.000000+00:00\", \"2019-12-01 11:43:07.000000+00:00\", \"2022-07-30 21:10:47.000000+00:00\", \"2023-05-28 09:43:10.000000+00:00\", \"2023-05-01 07:46:34.000000+00:00\", \"2022-03-22 23:43:06.000000+00:00\", \"2021-02-26 10:49:58.000000+00:00\"], \"session_ids\": [\"870fe0ac-0dd6-4c53-8fcf-943fd728deb4\", \"5a0dcb89-3581-407d-ad0d-33c6b42152b2\", \"3d71d312-4cfe-47f0-b074-6cfb3876ebf7\", \"755d9d44-10de-40e6-9f6d-af17efff220d\", \"4d1ef3a5-279a-469d-b2f6-617d9537cb9d\", \"8cf033cd-a8b0-4989-a5ae-2a83a41ea27b\", \"3449c10a-cb85-4c85-84e6-704db704ffc2\", \"a8d2fb20-1c72-416d-94f5-f23b5f4485b0\", \"719c0251-4c25-4db7-a1e0-765da434d810\"], \"total_duration\": 4321.0, \"total_sessions\": 9, \"mean_week_duration\": 23.742}}, {\"98853\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Cairo\", \"datetimes\": [\"2021-12-30 18:37:32.000000+00:00\", \"2022-02-02 08:07:48.000000+00:00\", \"2021-03-22 14:12:15.000000+00:00\", \"2023-03-13 22:20:12.000000+00:00\", \"2021-04-29 21:39:10.000000+00:00\", \"2019-11-19 15:58:50.000000+00:00\", \"2022-04-30 22:43:44.000000+00:00\", \"2022-10-15 15:07:19.000000+00:00\", \"2020-05-17 08:32:30.000000+00:00\"], \"session_ids\": [\"f4504e85-c0ca-4fdc-8dd0-1a7e761133b2\", \"5f6f6817-7d24-4802-bb23-695eedf224bf\", \"5bfdff8e-78a6-49f0-91b1-d110ffbb13e7\", \"67edd13c-385d-4e9b-9c23-8d8884704e64\", \"da978831-4d17-4a0b-adff-46df7b2ae490\", \"32e88997-8583-4fac-9513-42c834e4b09c\", \"3d8d84e0-b878-401a-a305-b9b538cd616f\", \"d6beec62-5162-425a-b1d0-0ee350804004\", \"f9544442-7799-4492-beac-23246db259bb\"], \"total_duration\": 5318.0, \"total_sessions\": 9, \"mean_week_duration\": 30.74}}, {\"48382\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-04-01 00:58:54.000000+00:00\", \"2021-08-05 18:54:15.000000+00:00\"], \"session_ids\": [\"06f2bcc2-6fbb-4a63-bf29-b27c98e70dea\", \"235efac1-53a0-4313-bf5d-e44b2c2c6d0c\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 2.592}}, {\"25738\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-07-23 09:35:31.000000+00:00\", \"2020-09-19 18:40:16.000000+00:00\"], \"session_ids\": [\"83bfb124-1c63-4c57-b11d-b90f2baf0500\", \"277de99e-ac37-4733-9a0d-687eff614d8e\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 9.667}}, {\"43347\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-06-13 03:42:08.000000+00:00\", \"2021-10-19 05:09:13.000000+00:00\"], \"session_ids\": [\"83bde58d-48a9-4145-b442-e8593f41276b\", \"eddf5014-98f1-44f6-9fc3-e0ed4593faa0\"], \"total_duration\": 248.0, \"total_sessions\": 2, \"mean_week_duration\": 3.493}}, {\"60397\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-06-18 01:59:04.000000+00:00\", \"2021-05-02 10:48:01.000000+00:00\"], \"session_ids\": [\"b69696b1-90d1-489f-b1ce-51c0ac671d6c\", \"f89cb93a-c7aa-42af-9755-ba8c248f5e2a\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.388}}]\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 6 users who have average week duration strictly bigger than 17 , and perform sorting by time in app per week descending and display 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{\"83123\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-20 23:57:17.000000+00:00\", \"2021-05-31 06:36:08.000000+00:00\"], \"session_ids\": [\"44e9fc80-3b01-4b89-9e28-dd9194977d99\", \"ee227490-eae9-4dc2-b5a8-ad5921177bbf\"], \"total_duration\": 350.0, \"total_sessions\": 2, \"mean_week_duration\": 6.364}, \"25730\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2020-05-14 23:33:54.000000+00:00\", \"2021-01-30 18:41:49.000000+00:00\"], \"session_ids\": [\"911bcc0d-0838-4444-ada8-2b52444d36bf\", \"4097bb2a-40f0-45d8-b808-e4d1384755c4\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 2.632}, \"90514\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-05-21 20:20:23.000000+00:00\", \"2020-11-10 14:49:32.000000+00:00\"], \"session_ids\": [\"71962158-6eb2-4bb1-97ab-cf6377374149\", \"3f3b48ab-3670-49e3-9521-c5ec6a8451f7\"], \"total_duration\": 467.0, \"total_sessions\": 2, \"mean_week_duration\": 18.68}, \"30416\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-02-09 11:56:57.000000+00:00\", \"2020-08-03 08:00:09.000000+00:00\", \"2020-09-08 10:06:13.000000+00:00\", \"2019-12-21 23:42:40.000000+00:00\", \"2021-04-01 21:52:07.000000+00:00\", \"2019-08-16 01:08:37.000000+00:00\", \"2020-11-14 01:27:24.000000+00:00\", \"2022-04-01 15:55:41.000000+00:00\"], \"session_ids\": [\"aa9b6962-223c-4af5-9145-1e9cd847cd7e\", \"60d77268-4141-496d-91ce-14b6a557614b\", \"46a09959-83bc-4c56-8d79-d2dbd97c5af3\", \"1f5aa993-ff09-4189-921b-50f334998328\", \"e2a1afd2-8b8f-485c-aad2-a94c0c093dc8\", \"cd59299c-3b84-4898-a351-ef493b72ea63\", \"85b31fa3-d5e9-4f79-b2fc-d1138cfa6c55\", \"eea0b357-b248-41b1-8792-fc8a99bcb9a9\"], \"total_duration\": 77.0, \"total_sessions\": 8, \"mean_week_duration\": 0.423}, \"9154\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2019-05-29 10:32:06.000000+00:00\", \"2020-11-30 01:40:09.000000+00:00\"], \"session_ids\": [\"11d36e76-8d32-4ec5-927b-c2d218171053\", \"a0af9bd7-f4bb-4007-a187-bbb9022c9ccf\"], \"total_duration\": 360.0, \"total_sessions\": 2, \"mean_week_duration\": 4.557}, \"14680\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-05-24 06:16:34.000000+00:00\", \"2022-10-18 19:42:46.000000+00:00\", \"2019-09-23 15:53:31.000000+00:00\", \"2022-05-15 12:25:58.000000+00:00\"], \"session_ids\": [\"7496db3b-aa80-4eaa-911f-d009ec334d15\", \"dfb4dfec-be61-4771-bb65-386e89d24b5f\", \"2015bde1-97c4-440e-8051-fa0f8850a636\", \"2403d2cd-bff1-4f6a-9e1c-7e67ecfa53b6\"], \"total_duration\": 91.0, \"total_sessions\": 4, \"mean_week_duration\": 0.565}, \"49468\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2023-06-19 04:10:20.000000+00:00\", \"2020-12-01 13:56:23.000000+00:00\"], \"session_ids\": [\"799c7d46-19ff-4836-95be-8336c5d082d6\", \"02f64ab2-6714-4540-a82b-1f7cfb5af240\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.18}, \"65019\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-16 22:40:39.000000+00:00\", \"2019-05-21 20:01:12.000000+00:00\"], \"session_ids\": [\"763c2448-b02d-4e69-a63a-b3d3f670b8da\", \"bced25df-c0df-438c-9237-f0a4f1c32bb5\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 2.678}, \"4093\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-08-02 11:58:43.000000+00:00\", \"2020-01-19 06:05:22.000000+00:00\", \"2023-01-09 11:18:09.000000+00:00\", \"2019-01-25 05:15:48.000000+00:00\", \"2021-12-08 07:40:57.000000+00:00\", \"2022-06-30 12:18:20.000000+00:00\"], \"session_ids\": [\"c1b4e571-167d-4475-9f1a-d3f6bfbf9c39\", \"46a59aba-25fa-4757-aa4b-96158673ea5a\", \"c6df242b-f039-489b-8820-0792f784f8ab\", \"a3b2a702-63c2-42d3-87d9-6c17972d99c5\", \"b2bde012-cac8-4055-841c-bc08257758c8\", \"f67e9d5f-4071-4efc-87a8-a449e0e30af4\"], \"total_duration\": 210.0, \"total_sessions\": 6, \"mean_week_duration\": 1.014}, \"1460\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-12-24 17:02:42.000000+00:00\", \"2020-07-14 07:35:05.000000+00:00\"], \"session_ids\": [\"6d9b3834-634d-47c7-b29c-292e15470f3e\", \"3d955fe5-08d1-4a14-8331-ef4aab164c96\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 1.069}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are greater than 17"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\"]]}, \"all_values\": {\"mean_week_duration\": [[17, 50]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"90514\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-05-21 20:20:23.000000+00:00\", \"2020-11-10 14:49:32.000000+00:00\"], \"session_ids\": [\"71962158-6eb2-4bb1-97ab-cf6377374149\", \"3f3b48ab-3670-49e3-9521-c5ec6a8451f7\"], \"total_duration\": 467.0, \"total_sessions\": 2, \"mean_week_duration\": 18.68}}\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[{\"90514\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-05-21 20:20:23.000000+00:00\", \"2020-11-10 14:49:32.000000+00:00\"], \"session_ids\": [\"71962158-6eb2-4bb1-97ab-cf6377374149\", \"3f3b48ab-3670-49e3-9521-c5ec6a8451f7\"], \"total_duration\": 467.0, \"total_sessions\": 2, \"mean_week_duration\": 18.68}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 3 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"90514\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-05-21 20:20:23.000000+00:00\", \"2020-11-10 14:49:32.000000+00:00\"], \"session_ids\": [\"71962158-6eb2-4bb1-97ab-cf6377374149\", \"3f3b48ab-3670-49e3-9521-c5ec6a8451f7\"], \"total_duration\": 467.0, \"total_sessions\": 2, \"mean_week_duration\": 18.68}}]\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[{\"90514\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-05-21 20:20:23.000000+00:00\", \"2020-11-10 14:49:32.000000+00:00\"], \"session_ids\": [\"71962158-6eb2-4bb1-97ab-cf6377374149\", \"3f3b48ab-3670-49e3-9521-c5ec6a8451f7\"], \"total_duration\": 467.0, \"total_sessions\": 2, \"mean_week_duration\": 18.68}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I need to get information about 4 users who have time in app bigger than 1263 and in addition carry out sorting by town_name in descending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"81041\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-06-05 00:40:29.000000+00:00\", \"2022-10-28 22:36:28.000000+00:00\", \"2022-04-06 21:53:24.000000+00:00\", \"2022-08-30 09:18:14.000000+00:00\", \"2019-09-17 03:56:49.000000+00:00\", \"2023-01-04 13:23:48.000000+00:00\", \"2022-03-29 08:10:52.000000+00:00\", \"2019-06-15 13:52:24.000000+00:00\"], \"session_ids\": [\"b6142691-1e35-4986-a094-738a1c380c40\", \"7daa7fb5-61d7-409b-a682-76338c64a0d4\", \"dafc6a51-1a0f-4e9e-ac79-2deed273e6d5\", \"04b7bdc1-df54-4d5e-a465-3fcb7568caed\", \"e0e32263-a3ea-49df-afdf-3fd1f1777035\", \"105e1554-f272-4761-875e-97d297e45dc8\", \"7b8f027d-ca43-446c-9c57-8614d38f9a99\", \"b106a87a-6dae-402a-b5e4-b41da1b3c3b2\"], \"total_duration\": 3304.0, \"total_sessions\": 8, \"mean_week_duration\": 17.668}, \"85429\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-07-10 09:16:44.000000+00:00\", \"2023-06-23 09:13:13.000000+00:00\", \"2023-02-27 18:21:02.000000+00:00\", \"2021-10-27 20:49:15.000000+00:00\", \"2019-04-18 15:16:17.000000+00:00\", \"2020-05-12 20:23:44.000000+00:00\", \"2020-10-09 12:59:04.000000+00:00\"], \"session_ids\": [\"31622c61-8b22-497e-ac7c-7b64124836b3\", \"145d1676-c8c4-40b3-9ab9-09d3fbefa87e\", \"97898209-3e6d-4d7c-b8fe-52845a7878d4\", \"26c7d9ab-d122-45ee-8f25-dac575168c22\", \"4de53098-6ee4-4b61-bacd-a15978238f25\", \"726cffd8-db49-4d67-8124-68d72d92ffeb\", \"0290ab8b-4de4-4515-b300-12816c3b6dd4\"], \"total_duration\": 972.0, \"total_sessions\": 7, \"mean_week_duration\": 4.459}, \"85785\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-12-03 06:46:05.000000+00:00\", \"2019-11-04 00:07:33.000000+00:00\", \"2020-05-20 23:38:58.000000+00:00\", \"2019-07-11 11:06:57.000000+00:00\", \"2022-09-26 13:15:58.000000+00:00\"], \"session_ids\": [\"99ef81db-ed9f-4d19-b9a1-5e1b8f528a7b\", \"097c743d-152c-4bfc-8b52-dc6513ab04be\", \"b016f9bd-4413-4525-b0f1-2ff3b5d82a65\", \"32c28728-00f9-4cee-83e5-5a9584340059\", \"95556f70-bc3f-4976-81b0-f7fa695a7753\"], \"total_duration\": 2926.0, \"total_sessions\": 5, \"mean_week_duration\": 17.417}, \"90052\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-02-15 22:11:06.000000+00:00\", \"2019-12-05 09:20:24.000000+00:00\"], \"session_ids\": [\"604d02d0-3151-4ef2-b10c-a3cade1bf62f\", \"481bea7c-dd58-4b72-84b7-13b3c1e50c91\"], \"total_duration\": 449.0, \"total_sessions\": 2, \"mean_week_duration\": 3.904}, \"76815\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-06-05 15:27:08.000000+00:00\", \"2022-09-13 05:22:16.000000+00:00\", \"2020-10-22 05:14:16.000000+00:00\", \"2019-12-16 05:10:02.000000+00:00\", \"2021-05-15 13:23:59.000000+00:00\", \"2020-11-11 13:57:10.000000+00:00\", \"2021-02-02 08:57:56.000000+00:00\", \"2020-12-09 03:00:04.000000+00:00\", \"2020-03-14 01:28:06.000000+00:00\", \"2019-12-31 11:11:27.000000+00:00\"], \"session_ids\": [\"cbe1927e-aca5-4ca5-9850-52ea2a8ab77e\", \"3e44406d-d762-42a9-b3d6-85b1f355e6fc\", \"0373b853-6d3b-4655-b1fb-23dde053bb5d\", \"f5f09d38-50a2-4136-bf1b-84287f667e44\", \"83785ad9-ec1b-427d-bbd1-6a8e3c1fee5f\", \"1b49cf03-5f1e-40f0-b811-5822914c8732\", \"9064d933-ab47-4b4d-9a57-22b3499b1869\", \"63077753-3271-4a32-9c62-74d48d89c5cd\", \"ac439a0d-81f6-4ca2-8c6a-0607aa97dffc\", \"8bc7ecc7-ccc3-4bb1-b722-0f056a6a0997\"], \"total_duration\": 354.0, \"total_sessions\": 10, \"mean_week_duration\": 2.458}, \"25609\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-01-12 01:59:26.000000+00:00\", \"2020-04-06 15:03:51.000000+00:00\", \"2019-08-16 20:26:40.000000+00:00\"], \"session_ids\": [\"313a7053-01be-4a64-aca8-2eac2fa0b23c\", \"3501d8d1-1e39-4490-b429-1f6c0b6de1f0\", \"73a8ea3e-1c7f-44f7-92fc-56af0792076b\"], \"total_duration\": 535.0, \"total_sessions\": 3, \"mean_week_duration\": 15.735}, \"20494\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-08-26 02:20:19.000000+00:00\", \"2021-06-22 18:02:12.000000+00:00\"], \"session_ids\": [\"42b118b3-9650-48d2-a1c9-34b87b3d11c8\", \"7bb785ed-895b-4be0-97a1-5f2c7db3b7b0\"], \"total_duration\": 190.0, \"total_sessions\": 2, \"mean_week_duration\": 3.065}, \"22297\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-12-09 23:41:56.000000+00:00\", \"2020-12-21 16:42:57.000000+00:00\", \"2023-04-12 15:32:09.000000+00:00\", \"2022-10-26 04:36:59.000000+00:00\", \"2021-12-31 14:26:25.000000+00:00\", \"2020-10-11 03:00:53.000000+00:00\", \"2022-12-18 22:26:47.000000+00:00\"], \"session_ids\": [\"54c2db55-0204-4df9-a77e-f919adc01c09\", \"bb1745da-00f8-4011-856e-ea1625357195\", \"b9f8f9b7-48aa-468a-8991-c76595de7eae\", \"ef6dcbe5-ac98-4f3f-b704-9851b0fef095\", \"201ceb4d-782c-4ef9-bed5-32675b9f47e3\", \"ce22a502-a3dc-437c-b127-336d77f1d2b6\", \"a6b298fc-de34-4ae3-b5ad-c4822b0d1b93\"], \"total_duration\": 1173.0, \"total_sessions\": 7, \"mean_week_duration\": 8.954}, \"91359\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-01-21 13:18:16.000000+00:00\", \"2020-09-26 09:48:34.000000+00:00\"], \"session_ids\": [\"d470981e-14b4-4a62-ad16-a4d3742addc2\", \"dd18124b-ad54-476c-8bf6-43b3dc57a400\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.557}, \"60041\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-11-15 07:57:27.000000+00:00\", \"2020-02-19 05:51:13.000000+00:00\", \"2019-11-26 09:29:44.000000+00:00\"], \"session_ids\": [\"aa38080c-b796-4dda-99a5-7461d4871056\", \"205befd2-fedb-4a95-ad31-a09d3faf1837\", \"bd5de70c-f6d7-48e7-8193-0cafaa53efcd\"], \"total_duration\": 150.0, \"total_sessions\": 3, \"mean_week_duration\": 1.456}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or greater than 1263"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\"]]}, \"all_values\": {\"total_duration\": [[1263, 4872]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"81041\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-06-05 00:40:29.000000+00:00\", \"2022-10-28 22:36:28.000000+00:00\", \"2022-04-06 21:53:24.000000+00:00\", \"2022-08-30 09:18:14.000000+00:00\", \"2019-09-17 03:56:49.000000+00:00\", \"2023-01-04 13:23:48.000000+00:00\", \"2022-03-29 08:10:52.000000+00:00\", \"2019-06-15 13:52:24.000000+00:00\"], \"session_ids\": [\"b6142691-1e35-4986-a094-738a1c380c40\", \"7daa7fb5-61d7-409b-a682-76338c64a0d4\", \"dafc6a51-1a0f-4e9e-ac79-2deed273e6d5\", \"04b7bdc1-df54-4d5e-a465-3fcb7568caed\", \"e0e32263-a3ea-49df-afdf-3fd1f1777035\", \"105e1554-f272-4761-875e-97d297e45dc8\", \"7b8f027d-ca43-446c-9c57-8614d38f9a99\", \"b106a87a-6dae-402a-b5e4-b41da1b3c3b2\"], \"total_duration\": 3304.0, \"total_sessions\": 8, \"mean_week_duration\": 17.668}, \"85785\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-12-03 06:46:05.000000+00:00\", \"2019-11-04 00:07:33.000000+00:00\", \"2020-05-20 23:38:58.000000+00:00\", \"2019-07-11 11:06:57.000000+00:00\", \"2022-09-26 13:15:58.000000+00:00\"], \"session_ids\": [\"99ef81db-ed9f-4d19-b9a1-5e1b8f528a7b\", \"097c743d-152c-4bfc-8b52-dc6513ab04be\", \"b016f9bd-4413-4525-b0f1-2ff3b5d82a65\", \"32c28728-00f9-4cee-83e5-5a9584340059\", \"95556f70-bc3f-4976-81b0-f7fa695a7753\"], \"total_duration\": 2926.0, \"total_sessions\": 5, \"mean_week_duration\": 17.417}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"81041\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-06-05 00:40:29.000000+00:00\", \"2022-10-28 22:36:28.000000+00:00\", \"2022-04-06 21:53:24.000000+00:00\", \"2022-08-30 09:18:14.000000+00:00\", \"2019-09-17 03:56:49.000000+00:00\", \"2023-01-04 13:23:48.000000+00:00\", \"2022-03-29 08:10:52.000000+00:00\", \"2019-06-15 13:52:24.000000+00:00\"], \"session_ids\": [\"b6142691-1e35-4986-a094-738a1c380c40\", \"7daa7fb5-61d7-409b-a682-76338c64a0d4\", \"dafc6a51-1a0f-4e9e-ac79-2deed273e6d5\", \"04b7bdc1-df54-4d5e-a465-3fcb7568caed\", \"e0e32263-a3ea-49df-afdf-3fd1f1777035\", \"105e1554-f272-4761-875e-97d297e45dc8\", \"7b8f027d-ca43-446c-9c57-8614d38f9a99\", \"b106a87a-6dae-402a-b5e4-b41da1b3c3b2\"], \"total_duration\": 3304.0, \"total_sessions\": 8, \"mean_week_duration\": 17.668}}, {\"85785\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-12-03 06:46:05.000000+00:00\", \"2019-11-04 00:07:33.000000+00:00\", \"2020-05-20 23:38:58.000000+00:00\", \"2019-07-11 11:06:57.000000+00:00\", \"2022-09-26 13:15:58.000000+00:00\"], \"session_ids\": [\"99ef81db-ed9f-4d19-b9a1-5e1b8f528a7b\", \"097c743d-152c-4bfc-8b52-dc6513ab04be\", \"b016f9bd-4413-4525-b0f1-2ff3b5d82a65\", \"32c28728-00f9-4cee-83e5-5a9584340059\", \"95556f70-bc3f-4976-81b0-f7fa695a7753\"], \"total_duration\": 2926.0, \"total_sessions\": 5, \"mean_week_duration\": 17.417}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"81041\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-06-05 00:40:29.000000+00:00\", \"2022-10-28 22:36:28.000000+00:00\", \"2022-04-06 21:53:24.000000+00:00\", \"2022-08-30 09:18:14.000000+00:00\", \"2019-09-17 03:56:49.000000+00:00\", \"2023-01-04 13:23:48.000000+00:00\", \"2022-03-29 08:10:52.000000+00:00\", \"2019-06-15 13:52:24.000000+00:00\"], \"session_ids\": [\"b6142691-1e35-4986-a094-738a1c380c40\", \"7daa7fb5-61d7-409b-a682-76338c64a0d4\", \"dafc6a51-1a0f-4e9e-ac79-2deed273e6d5\", \"04b7bdc1-df54-4d5e-a465-3fcb7568caed\", \"e0e32263-a3ea-49df-afdf-3fd1f1777035\", \"105e1554-f272-4761-875e-97d297e45dc8\", \"7b8f027d-ca43-446c-9c57-8614d38f9a99\", \"b106a87a-6dae-402a-b5e4-b41da1b3c3b2\"], \"total_duration\": 3304.0, \"total_sessions\": 8, \"mean_week_duration\": 17.668}}, {\"85785\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-12-03 06:46:05.000000+00:00\", \"2019-11-04 00:07:33.000000+00:00\", \"2020-05-20 23:38:58.000000+00:00\", \"2019-07-11 11:06:57.000000+00:00\", \"2022-09-26 13:15:58.000000+00:00\"], \"session_ids\": [\"99ef81db-ed9f-4d19-b9a1-5e1b8f528a7b\", \"097c743d-152c-4bfc-8b52-dc6513ab04be\", \"b016f9bd-4413-4525-b0f1-2ff3b5d82a65\", \"32c28728-00f9-4cee-83e5-5a9584340059\", \"95556f70-bc3f-4976-81b0-f7fa695a7753\"], \"total_duration\": 2926.0, \"total_sessions\": 5, \"mean_week_duration\": 17.417}}]\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[{\"81041\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-06-05 00:40:29.000000+00:00\", \"2022-10-28 22:36:28.000000+00:00\", \"2022-04-06 21:53:24.000000+00:00\", \"2022-08-30 09:18:14.000000+00:00\", \"2019-09-17 03:56:49.000000+00:00\", \"2023-01-04 13:23:48.000000+00:00\", \"2022-03-29 08:10:52.000000+00:00\", \"2019-06-15 13:52:24.000000+00:00\"], \"session_ids\": [\"b6142691-1e35-4986-a094-738a1c380c40\", \"7daa7fb5-61d7-409b-a682-76338c64a0d4\", \"dafc6a51-1a0f-4e9e-ac79-2deed273e6d5\", \"04b7bdc1-df54-4d5e-a465-3fcb7568caed\", \"e0e32263-a3ea-49df-afdf-3fd1f1777035\", \"105e1554-f272-4761-875e-97d297e45dc8\", \"7b8f027d-ca43-446c-9c57-8614d38f9a99\", \"b106a87a-6dae-402a-b5e4-b41da1b3c3b2\"], \"total_duration\": 3304.0, \"total_sessions\": 8, \"mean_week_duration\": 17.668}}, {\"85785\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-12-03 06:46:05.000000+00:00\", \"2019-11-04 00:07:33.000000+00:00\", \"2020-05-20 23:38:58.000000+00:00\", \"2019-07-11 11:06:57.000000+00:00\", \"2022-09-26 13:15:58.000000+00:00\"], \"session_ids\": [\"99ef81db-ed9f-4d19-b9a1-5e1b8f528a7b\", \"097c743d-152c-4bfc-8b52-dc6513ab04be\", \"b016f9bd-4413-4525-b0f1-2ff3b5d82a65\", \"32c28728-00f9-4cee-83e5-5a9584340059\", \"95556f70-bc3f-4976-81b0-f7fa695a7753\"], \"total_duration\": 2926.0, \"total_sessions\": 5, \"mean_week_duration\": 17.417}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show 5 users to me who are residents of city Tokyo in addition sort by total sessions in ascending and show me only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"50187\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-02-03 03:00:34.000000+00:00\", \"2022-03-08 21:34:46.000000+00:00\", \"2019-07-29 13:36:25.000000+00:00\", \"2019-01-05 14:39:22.000000+00:00\"], \"session_ids\": [\"6e03a90f-634f-4071-ae04-0ab0863222f4\", \"58add86d-61d6-462d-ab46-ebb43f690fe4\", \"279ae645-b91e-43ff-8f4e-6d1e9461dcfd\", \"b66e6391-89cd-46dd-a6e4-84e00d164eb6\"], \"total_duration\": 347.0, \"total_sessions\": 4, \"mean_week_duration\": 1.629}, \"30471\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-06-14 00:59:29.000000+00:00\", \"2022-08-10 18:05:03.000000+00:00\"], \"session_ids\": [\"5785e5d4-d295-4ce0-81c6-08fe850a040f\", \"bbccecf5-4d5f-4bdb-8268-a2c4229ff5ed\"], \"total_duration\": 312.0, \"total_sessions\": 2, \"mean_week_duration\": 34.667}, \"38056\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-11-08 07:35:25.000000+00:00\", \"2021-03-02 15:00:17.000000+00:00\"], \"session_ids\": [\"2db46c1e-1463-4b3f-af96-9bf5db57036c\", \"4ed4cbe1-19f1-4787-9f8c-0cbf010722d7\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 1.639}, \"54653\": {\"keyflows\": {\"Sign In Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-03-15 15:42:47.000000+00:00\", \"2020-01-19 00:01:02.000000+00:00\"], \"session_ids\": [\"9a38ac2b-2da7-42dd-ab9f-e703d38ffdc1\", \"5d7639d2-bba2-43dd-b4b9-38085bbf65c8\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 5.5}, \"37857\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-03-11 16:22:36.000000+00:00\", \"2019-09-04 11:41:13.000000+00:00\", \"2022-11-08 13:14:15.000000+00:00\", \"2022-04-17 12:31:20.000000+00:00\", \"2023-02-11 21:33:35.000000+00:00\"], \"session_ids\": [\"bdc10df3-9bef-4de3-8f8f-2d8efe1ee418\", \"e7f9d758-97a4-4d7d-b01e-172f46cd00e4\", \"e9cf8ed2-b5e9-4b22-a77a-10842b1c5bfb\", \"d7a6cdc5-f327-4dce-9934-4d3f156f1134\", \"9361eacc-8864-496f-8fec-ddc6e63e0349\"], \"total_duration\": 414.0, \"total_sessions\": 5, \"mean_week_duration\": 2.02}, \"55748\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-12-11 18:32:47.000000+00:00\", \"2021-08-25 21:25:05.000000+00:00\"], \"session_ids\": [\"3a3bc55f-c31f-42dc-956f-98ea917a74cc\", \"b967c91c-4ed9-44d3-b046-0cc92366545f\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 3.382}, \"83497\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-05-03 16:45:22.000000+00:00\", \"2019-06-13 01:42:16.000000+00:00\", \"2020-08-26 19:43:24.000000+00:00\", \"2022-04-29 20:03:14.000000+00:00\", \"2020-09-22 23:44:21.000000+00:00\", \"2021-06-15 15:08:42.000000+00:00\"], \"session_ids\": [\"e8affe3f-2f2b-4743-a537-0705853e49e5\", \"1ad44587-cba7-4011-ac6f-624c4b3dace5\", \"46376add-2f53-4359-bc46-6ff309397fbd\", \"31add725-05fd-4c64-b3a5-8aee9eecdf0d\", \"64e7bad5-6e58-4e84-b412-2e2a335f5ee8\", \"3c96368b-fd68-488f-b443-0cb5530b06ef\"], \"total_duration\": 110.0, \"total_sessions\": 6, \"mean_week_duration\": 0.728}, \"47970\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-05-01 07:46:28.000000+00:00\", \"2023-05-22 23:22:03.000000+00:00\", \"2020-04-19 01:06:32.000000+00:00\", \"2021-10-28 01:54:53.000000+00:00\", \"2019-12-21 16:40:48.000000+00:00\", \"2021-04-07 22:39:33.000000+00:00\", \"2020-12-25 17:19:23.000000+00:00\", \"2019-07-03 20:36:11.000000+00:00\"], \"session_ids\": [\"fcb67a67-a90e-408f-a536-f360568b9a04\", \"77c231dc-5850-4f6c-99d1-e11b7821bb57\", \"2213dffc-f936-4a73-8156-fb7c8d0b4b03\", \"26c6b5bc-2f61-4ea3-af02-2a1550814f1b\", \"199ca846-a620-4259-8b05-0eb0f7a545a6\", \"c8cc816b-4f0e-4489-93e2-e7ea980c252b\", \"77aa70e9-af8d-43f2-b597-9767bded4507\", \"ace116c6-953d-4b56-8f17-3d615104273b\"], \"total_duration\": 4327.0, \"total_sessions\": 8, \"mean_week_duration\": 21.315}, \"38273\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2019-04-04 11:21:08.000000+00:00\", \"2020-04-09 06:40:51.000000+00:00\"], \"session_ids\": [\"a15f4f80-5539-457d-994d-09dbe175a94c\", \"d110967f-730c-4981-b638-5b01b738e2c9\"], \"total_duration\": 435.0, \"total_sessions\": 2, \"mean_week_duration\": 8.208}, \"93987\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-08-05 07:41:08.000000+00:00\", \"2020-07-17 01:04:23.000000+00:00\"], \"session_ids\": [\"6a5b6479-a4dc-493b-bf19-cb5ff0e1aa63\", \"797dcd12-47db-4df5-b7fe-80a51b7b846b\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 45.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is Tokyo"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Tokyo\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"38273\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2019-04-04 11:21:08.000000+00:00\", \"2020-04-09 06:40:51.000000+00:00\"], \"session_ids\": [\"a15f4f80-5539-457d-994d-09dbe175a94c\", \"d110967f-730c-4981-b638-5b01b738e2c9\"], \"total_duration\": 435.0, \"total_sessions\": 2, \"mean_week_duration\": 8.208}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"38273\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2019-04-04 11:21:08.000000+00:00\", \"2020-04-09 06:40:51.000000+00:00\"], \"session_ids\": [\"a15f4f80-5539-457d-994d-09dbe175a94c\", \"d110967f-730c-4981-b638-5b01b738e2c9\"], \"total_duration\": 435.0, \"total_sessions\": 2, \"mean_week_duration\": 8.208}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"38273\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2019-04-04 11:21:08.000000+00:00\", \"2020-04-09 06:40:51.000000+00:00\"], \"session_ids\": [\"a15f4f80-5539-457d-994d-09dbe175a94c\", \"d110967f-730c-4981-b638-5b01b738e2c9\"], \"total_duration\": 435.0, \"total_sessions\": 2, \"mean_week_duration\": 8.208}}]\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[{\"38273\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2019-04-04 11:21:08.000000+00:00\", \"2020-04-09 06:40:51.000000+00:00\"], \"session_ids\": [\"a15f4f80-5539-457d-994d-09dbe175a94c\", \"d110967f-730c-4981-b638-5b01b738e2c9\"], \"total_duration\": 435.0, \"total_sessions\": 2, \"mean_week_duration\": 8.208}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Share insights on 7 users with a median of duration of sessions per week that is higher than 42 and lower than 6, exclusively and in addition apply sorting by count of sessions 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{\"24110\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-10-16 05:11:52.000000+00:00\", \"2019-12-24 14:12:13.000000+00:00\", \"2022-06-23 00:01:03.000000+00:00\", \"2023-01-03 11:55:39.000000+00:00\"], \"session_ids\": [\"8b0ab975-5c8d-4c00-822b-d086fac4e941\", \"3e49d7c8-17f3-4a0b-880e-090fb83b08fb\", \"afd7a1e5-3159-45e0-835c-94f838500f8b\", \"0ae30f84-96ae-41c7-b501-2c9acf053832\"], \"total_duration\": 418.0, \"total_sessions\": 4, \"mean_week_duration\": 2.646}, \"26002\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-10-15 14:43:44.000000+00:00\", \"2019-12-17 17:19:13.000000+00:00\", \"2021-06-17 20:22:38.000000+00:00\"], \"session_ids\": [\"7d696de7-5277-45ab-b7ee-1f7e86dab766\", \"ae1d2548-dce3-49f0-b67a-871c5a8fa3db\", \"85bc4fd4-38eb-4c5a-8465-b748cb8ced5c\"], \"total_duration\": 333.0, \"total_sessions\": 3, \"mean_week_duration\": 4.215}, \"13106\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-06-13 04:09:59.000000+00:00\", \"2022-09-04 01:47:50.000000+00:00\", \"2019-03-03 19:20:28.000000+00:00\", \"2020-03-02 02:43:22.000000+00:00\"], \"session_ids\": [\"c30073d7-7f55-4253-bc7b-ed8d00098ecd\", \"45969962-1ffd-4530-9eaa-3d7d393d51c3\", \"758bf393-a687-4312-bf78-6b679d4ea848\", \"22e00725-0c52-43ee-bbc7-0f98cded6d36\"], \"total_duration\": 54.0, \"total_sessions\": 4, \"mean_week_duration\": 0.295}, \"40417\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-03-23 22:17:54.000000+00:00\", \"2020-04-21 13:08:21.000000+00:00\", \"2020-02-21 23:05:19.000000+00:00\"], \"session_ids\": [\"5056fb19-cfc3-4757-987d-98f23656e769\", \"d3a99a2f-0d31-4016-8ecf-bc294824d9ed\", \"3be5324a-b7d9-498d-bc7a-9825b1f0b3fe\"], \"total_duration\": 528.0, \"total_sessions\": 3, \"mean_week_duration\": 4.844}, \"37931\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-06-09 02:15:54.000000+00:00\", \"2023-01-26 06:03:20.000000+00:00\", \"2020-07-23 11:05:15.000000+00:00\", \"2021-08-06 18:19:34.000000+00:00\", \"2021-07-21 00:36:00.000000+00:00\", \"2022-04-09 14:19:18.000000+00:00\", \"2023-01-28 01:05:19.000000+00:00\", \"2023-06-23 03:59:13.000000+00:00\"], \"session_ids\": [\"7d4b9403-bf82-4719-9718-b929fd3663db\", \"a3e00190-2d4d-4850-bb47-f0480fcb379c\", \"ab649d17-c367-4bb7-a5e4-e33ac55bd3b1\", \"bba07763-3fad-4833-9923-d14a38e8a426\", \"9d65429d-bbc4-4887-998e-8d0efab89b8c\", \"fb8a054a-71b4-44af-b92a-154337cf61d9\", \"213fee46-5a0a-40c0-956b-057f74f7993a\", \"df014b3c-6880-44e2-8ff5-6fbae84c1b57\"], \"total_duration\": 4947.0, \"total_sessions\": 8, \"mean_week_duration\": 23.445}, \"27123\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-01 13:28:09.000000+00:00\", \"2021-01-26 07:34:59.000000+00:00\", \"2021-08-20 15:29:54.000000+00:00\"], \"session_ids\": [\"2d35524c-cc02-4d87-ae4c-06f7bfbfc3c2\", \"359ea84c-547a-464e-8820-10500d659142\", \"6a8c339b-8a98-4baa-a992-41fb62bcc661\"], \"total_duration\": 88.0, \"total_sessions\": 3, \"mean_week_duration\": 1.023}, \"25192\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-02-21 21:55:42.000000+00:00\", \"2021-06-11 17:18:53.000000+00:00\"], \"session_ids\": [\"70575ed4-54db-4784-81d5-cc4695fadaa2\", \"66edf9c1-1c2d-4dc2-91d5-96643e275586\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.5}, \"66637\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-06 09:55:44.000000+00:00\", \"2021-10-28 11:21:26.000000+00:00\", \"2022-08-07 22:00:02.000000+00:00\", \"2023-06-23 08:15:05.000000+00:00\", \"2020-12-30 08:49:53.000000+00:00\", \"2022-10-21 16:13:01.000000+00:00\", \"2023-05-23 01:33:52.000000+00:00\", \"2020-11-07 06:52:29.000000+00:00\"], \"session_ids\": [\"e292d448-15d9-4c08-82d4-877a72762fbb\", \"f3d4a8dc-f238-4ae5-bb5b-eedc6f67c9cf\", \"f8ed6316-4bc0-44a9-a68c-ee047f2cb7e2\", \"4a4b1c96-1f05-49a5-be5a-02c24eb81888\", \"d7251562-5228-461c-9d35-98c9a780b161\", \"71255439-423d-46ad-8d70-5c2ef95a00e1\", \"d36bd74f-2deb-4c8a-bd17-f055f3e0e923\", \"f358ea6f-52f6-46ae-a301-d7b3ce2f0d6a\"], \"total_duration\": 4969.0, \"total_sessions\": 8, \"mean_week_duration\": 36.27}, \"85419\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-06-07 11:38:36.000000+00:00\", \"2022-03-24 18:10:49.000000+00:00\"], \"session_ids\": [\"3dfd230b-5a66-4204-aa03-5e5d96be6db0\", \"b42b5cc4-82ae-4038-ac67-dc94c21e2bd7\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 0.733}, \"54368\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-07-28 21:13:04.000000+00:00\", \"2020-01-29 04:46:19.000000+00:00\"], \"session_ids\": [\"dfd53c83-c60f-410f-9c5a-ab2984740f83\", \"674bb0cf-fd75-445f-9936-f74a12da872b\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.13}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are less than 6 and are greater than 42"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[6, 42]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"24110\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-10-16 05:11:52.000000+00:00\", \"2019-12-24 14:12:13.000000+00:00\", \"2022-06-23 00:01:03.000000+00:00\", \"2023-01-03 11:55:39.000000+00:00\"], \"session_ids\": [\"8b0ab975-5c8d-4c00-822b-d086fac4e941\", \"3e49d7c8-17f3-4a0b-880e-090fb83b08fb\", \"afd7a1e5-3159-45e0-835c-94f838500f8b\", \"0ae30f84-96ae-41c7-b501-2c9acf053832\"], \"total_duration\": 418.0, \"total_sessions\": 4, \"mean_week_duration\": 2.646}, \"26002\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-10-15 14:43:44.000000+00:00\", \"2019-12-17 17:19:13.000000+00:00\", \"2021-06-17 20:22:38.000000+00:00\"], \"session_ids\": [\"7d696de7-5277-45ab-b7ee-1f7e86dab766\", \"ae1d2548-dce3-49f0-b67a-871c5a8fa3db\", \"85bc4fd4-38eb-4c5a-8465-b748cb8ced5c\"], \"total_duration\": 333.0, \"total_sessions\": 3, \"mean_week_duration\": 4.215}, \"13106\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-06-13 04:09:59.000000+00:00\", \"2022-09-04 01:47:50.000000+00:00\", \"2019-03-03 19:20:28.000000+00:00\", \"2020-03-02 02:43:22.000000+00:00\"], \"session_ids\": [\"c30073d7-7f55-4253-bc7b-ed8d00098ecd\", \"45969962-1ffd-4530-9eaa-3d7d393d51c3\", \"758bf393-a687-4312-bf78-6b679d4ea848\", \"22e00725-0c52-43ee-bbc7-0f98cded6d36\"], \"total_duration\": 54.0, \"total_sessions\": 4, \"mean_week_duration\": 0.295}, \"40417\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-03-23 22:17:54.000000+00:00\", \"2020-04-21 13:08:21.000000+00:00\", \"2020-02-21 23:05:19.000000+00:00\"], \"session_ids\": [\"5056fb19-cfc3-4757-987d-98f23656e769\", \"d3a99a2f-0d31-4016-8ecf-bc294824d9ed\", \"3be5324a-b7d9-498d-bc7a-9825b1f0b3fe\"], \"total_duration\": 528.0, \"total_sessions\": 3, \"mean_week_duration\": 4.844}, \"27123\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-01 13:28:09.000000+00:00\", \"2021-01-26 07:34:59.000000+00:00\", \"2021-08-20 15:29:54.000000+00:00\"], \"session_ids\": [\"2d35524c-cc02-4d87-ae4c-06f7bfbfc3c2\", \"359ea84c-547a-464e-8820-10500d659142\", \"6a8c339b-8a98-4baa-a992-41fb62bcc661\"], \"total_duration\": 88.0, \"total_sessions\": 3, \"mean_week_duration\": 1.023}, \"25192\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-02-21 21:55:42.000000+00:00\", \"2021-06-11 17:18:53.000000+00:00\"], \"session_ids\": [\"70575ed4-54db-4784-81d5-cc4695fadaa2\", \"66edf9c1-1c2d-4dc2-91d5-96643e275586\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.5}, \"85419\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-06-07 11:38:36.000000+00:00\", \"2022-03-24 18:10:49.000000+00:00\"], \"session_ids\": [\"3dfd230b-5a66-4204-aa03-5e5d96be6db0\", \"b42b5cc4-82ae-4038-ac67-dc94c21e2bd7\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 0.733}, \"54368\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-07-28 21:13:04.000000+00:00\", \"2020-01-29 04:46:19.000000+00:00\"], \"session_ids\": [\"dfd53c83-c60f-410f-9c5a-ab2984740f83\", \"674bb0cf-fd75-445f-9936-f74a12da872b\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.13}}\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[{\"24110\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-10-16 05:11:52.000000+00:00\", \"2019-12-24 14:12:13.000000+00:00\", \"2022-06-23 00:01:03.000000+00:00\", \"2023-01-03 11:55:39.000000+00:00\"], \"session_ids\": [\"8b0ab975-5c8d-4c00-822b-d086fac4e941\", \"3e49d7c8-17f3-4a0b-880e-090fb83b08fb\", \"afd7a1e5-3159-45e0-835c-94f838500f8b\", \"0ae30f84-96ae-41c7-b501-2c9acf053832\"], \"total_duration\": 418.0, \"total_sessions\": 4, \"mean_week_duration\": 2.646}}, {\"13106\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-06-13 04:09:59.000000+00:00\", \"2022-09-04 01:47:50.000000+00:00\", \"2019-03-03 19:20:28.000000+00:00\", \"2020-03-02 02:43:22.000000+00:00\"], \"session_ids\": [\"c30073d7-7f55-4253-bc7b-ed8d00098ecd\", \"45969962-1ffd-4530-9eaa-3d7d393d51c3\", \"758bf393-a687-4312-bf78-6b679d4ea848\", \"22e00725-0c52-43ee-bbc7-0f98cded6d36\"], \"total_duration\": 54.0, \"total_sessions\": 4, \"mean_week_duration\": 0.295}}, {\"26002\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-10-15 14:43:44.000000+00:00\", \"2019-12-17 17:19:13.000000+00:00\", \"2021-06-17 20:22:38.000000+00:00\"], \"session_ids\": [\"7d696de7-5277-45ab-b7ee-1f7e86dab766\", \"ae1d2548-dce3-49f0-b67a-871c5a8fa3db\", \"85bc4fd4-38eb-4c5a-8465-b748cb8ced5c\"], \"total_duration\": 333.0, \"total_sessions\": 3, \"mean_week_duration\": 4.215}}, {\"40417\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-03-23 22:17:54.000000+00:00\", \"2020-04-21 13:08:21.000000+00:00\", \"2020-02-21 23:05:19.000000+00:00\"], \"session_ids\": [\"5056fb19-cfc3-4757-987d-98f23656e769\", \"d3a99a2f-0d31-4016-8ecf-bc294824d9ed\", \"3be5324a-b7d9-498d-bc7a-9825b1f0b3fe\"], \"total_duration\": 528.0, \"total_sessions\": 3, \"mean_week_duration\": 4.844}}, {\"27123\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-01 13:28:09.000000+00:00\", \"2021-01-26 07:34:59.000000+00:00\", \"2021-08-20 15:29:54.000000+00:00\"], \"session_ids\": [\"2d35524c-cc02-4d87-ae4c-06f7bfbfc3c2\", \"359ea84c-547a-464e-8820-10500d659142\", \"6a8c339b-8a98-4baa-a992-41fb62bcc661\"], \"total_duration\": 88.0, \"total_sessions\": 3, \"mean_week_duration\": 1.023}}, {\"25192\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-02-21 21:55:42.000000+00:00\", \"2021-06-11 17:18:53.000000+00:00\"], \"session_ids\": [\"70575ed4-54db-4784-81d5-cc4695fadaa2\", \"66edf9c1-1c2d-4dc2-91d5-96643e275586\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.5}}, {\"85419\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-06-07 11:38:36.000000+00:00\", \"2022-03-24 18:10:49.000000+00:00\"], \"session_ids\": [\"3dfd230b-5a66-4204-aa03-5e5d96be6db0\", \"b42b5cc4-82ae-4038-ac67-dc94c21e2bd7\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 0.733}}, {\"54368\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-07-28 21:13:04.000000+00:00\", \"2020-01-29 04:46:19.000000+00:00\"], \"session_ids\": [\"dfd53c83-c60f-410f-9c5a-ab2984740f83\", \"674bb0cf-fd75-445f-9936-f74a12da872b\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.13}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"24110\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-10-16 05:11:52.000000+00:00\", \"2019-12-24 14:12:13.000000+00:00\", \"2022-06-23 00:01:03.000000+00:00\", \"2023-01-03 11:55:39.000000+00:00\"], \"session_ids\": [\"8b0ab975-5c8d-4c00-822b-d086fac4e941\", \"3e49d7c8-17f3-4a0b-880e-090fb83b08fb\", \"afd7a1e5-3159-45e0-835c-94f838500f8b\", \"0ae30f84-96ae-41c7-b501-2c9acf053832\"], \"total_duration\": 418.0, \"total_sessions\": 4, \"mean_week_duration\": 2.646}}, {\"13106\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-06-13 04:09:59.000000+00:00\", \"2022-09-04 01:47:50.000000+00:00\", \"2019-03-03 19:20:28.000000+00:00\", \"2020-03-02 02:43:22.000000+00:00\"], \"session_ids\": [\"c30073d7-7f55-4253-bc7b-ed8d00098ecd\", \"45969962-1ffd-4530-9eaa-3d7d393d51c3\", \"758bf393-a687-4312-bf78-6b679d4ea848\", \"22e00725-0c52-43ee-bbc7-0f98cded6d36\"], \"total_duration\": 54.0, \"total_sessions\": 4, \"mean_week_duration\": 0.295}}, {\"26002\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-10-15 14:43:44.000000+00:00\", \"2019-12-17 17:19:13.000000+00:00\", \"2021-06-17 20:22:38.000000+00:00\"], \"session_ids\": [\"7d696de7-5277-45ab-b7ee-1f7e86dab766\", \"ae1d2548-dce3-49f0-b67a-871c5a8fa3db\", \"85bc4fd4-38eb-4c5a-8465-b748cb8ced5c\"], \"total_duration\": 333.0, \"total_sessions\": 3, \"mean_week_duration\": 4.215}}, {\"40417\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-03-23 22:17:54.000000+00:00\", \"2020-04-21 13:08:21.000000+00:00\", \"2020-02-21 23:05:19.000000+00:00\"], \"session_ids\": [\"5056fb19-cfc3-4757-987d-98f23656e769\", \"d3a99a2f-0d31-4016-8ecf-bc294824d9ed\", \"3be5324a-b7d9-498d-bc7a-9825b1f0b3fe\"], \"total_duration\": 528.0, \"total_sessions\": 3, \"mean_week_duration\": 4.844}}]\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[{\"24110\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-10-16 05:11:52.000000+00:00\", \"2019-12-24 14:12:13.000000+00:00\", \"2022-06-23 00:01:03.000000+00:00\", \"2023-01-03 11:55:39.000000+00:00\"], \"session_ids\": [\"8b0ab975-5c8d-4c00-822b-d086fac4e941\", \"3e49d7c8-17f3-4a0b-880e-090fb83b08fb\", \"afd7a1e5-3159-45e0-835c-94f838500f8b\", \"0ae30f84-96ae-41c7-b501-2c9acf053832\"], \"total_duration\": 418.0, \"total_sessions\": 4, \"mean_week_duration\": 2.646}}, {\"13106\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-06-13 04:09:59.000000+00:00\", \"2022-09-04 01:47:50.000000+00:00\", \"2019-03-03 19:20:28.000000+00:00\", \"2020-03-02 02:43:22.000000+00:00\"], \"session_ids\": [\"c30073d7-7f55-4253-bc7b-ed8d00098ecd\", \"45969962-1ffd-4530-9eaa-3d7d393d51c3\", \"758bf393-a687-4312-bf78-6b679d4ea848\", \"22e00725-0c52-43ee-bbc7-0f98cded6d36\"], \"total_duration\": 54.0, \"total_sessions\": 4, \"mean_week_duration\": 0.295}}, {\"26002\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-10-15 14:43:44.000000+00:00\", \"2019-12-17 17:19:13.000000+00:00\", \"2021-06-17 20:22:38.000000+00:00\"], \"session_ids\": [\"7d696de7-5277-45ab-b7ee-1f7e86dab766\", \"ae1d2548-dce3-49f0-b67a-871c5a8fa3db\", \"85bc4fd4-38eb-4c5a-8465-b748cb8ced5c\"], \"total_duration\": 333.0, \"total_sessions\": 3, \"mean_week_duration\": 4.215}}, {\"40417\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-03-23 22:17:54.000000+00:00\", \"2020-04-21 13:08:21.000000+00:00\", \"2020-02-21 23:05:19.000000+00:00\"], \"session_ids\": [\"5056fb19-cfc3-4757-987d-98f23656e769\", \"d3a99a2f-0d31-4016-8ecf-bc294824d9ed\", \"3be5324a-b7d9-498d-bc7a-9825b1f0b3fe\"], \"total_duration\": 528.0, \"total_sessions\": 3, \"mean_week_duration\": 4.844}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide insights into 3 users with a total sessions that is higher than 6 and lower than 2, exclusive 6 additionaly do sorting by time using the app form the lowest value to the highest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"37563\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-07-27 05:48:39.000000+00:00\", \"2020-02-20 05:20:19.000000+00:00\"], \"session_ids\": [\"8c64841d-3535-4379-bc27-628182105dd1\", \"a4c645bc-3edb-4c0a-9baa-b429e5ed1ac1\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.24}, \"58895\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-01-09 23:29:04.000000+00:00\", \"2021-02-27 13:39:15.000000+00:00\", \"2019-09-06 11:09:39.000000+00:00\"], \"session_ids\": [\"16982338-0aa3-406d-ab3a-06ce7bb0cbdd\", \"0c053fb0-206a-473d-ab3b-e2ca4b9cad72\", \"39f62854-c9fc-4301-97f2-ca98acf94087\"], \"total_duration\": 119.0, \"total_sessions\": 3, \"mean_week_duration\": 1.526}, \"10411\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-04-23 10:41:24.000000+00:00\", \"2023-01-17 06:47:03.000000+00:00\", \"2019-12-27 11:18:24.000000+00:00\", \"2019-10-22 21:46:14.000000+00:00\", \"2022-07-13 09:58:57.000000+00:00\"], \"session_ids\": [\"b8980e0d-6744-4617-ad1e-26ff5b3fa063\", \"3f2170de-9664-44ba-bcd4-053583dc1670\", \"5e3e2165-9dac-4b7f-875e-e874ae59da64\", \"835e8ae5-9072-461c-b80f-8e4cfd42a516\", \"726cc951-0749-4a8f-b8ee-876614768b9e\"], \"total_duration\": 908.0, \"total_sessions\": 5, \"mean_week_duration\": 4.656}, \"97192\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-07-05 20:11:05.000000+00:00\", \"2020-03-08 14:10:34.000000+00:00\", \"2021-04-08 18:58:41.000000+00:00\"], \"session_ids\": [\"cf2b72a9-5a89-4fed-8c19-d98e57189c1e\", \"c9b6e7f0-0f76-42f6-9393-17e9095ca34a\", \"add40c40-8b6a-40d3-8c81-aebe70839019\"], \"total_duration\": 60.0, \"total_sessions\": 3, \"mean_week_duration\": 0.857}, \"25928\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-10-31 22:58:17.000000+00:00\", \"2020-02-12 02:52:49.000000+00:00\", \"2019-09-28 11:07:37.000000+00:00\", \"2021-07-28 10:43:43.000000+00:00\"], \"session_ids\": [\"c4f3afe7-d2cd-4782-bf6f-a06f47de3b80\", \"0726b4cf-02a3-48bc-8aa0-f28167703b52\", \"33b4d54b-30eb-4124-9d70-a81c3188af10\", \"1a9258d5-afd0-4e79-a018-5cac5baf2927\"], \"total_duration\": 1661.0, \"total_sessions\": 4, \"mean_week_duration\": 15.1}, \"52550\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-04-24 05:47:25.000000+00:00\", \"2021-02-28 22:23:07.000000+00:00\", \"2021-01-25 11:52:06.000000+00:00\", \"2021-01-26 17:42:44.000000+00:00\"], \"session_ids\": [\"f3f9d04b-4040-4323-a1f1-126b924d4872\", \"33fd66dc-5ead-491d-aebe-0c6729007181\", \"9626d3bc-7067-4eb3-baae-1a1d3b46e9d2\", \"34d9e2a6-a448-4b3b-89f8-2adccfbbd9b7\"], \"total_duration\": 35.0, \"total_sessions\": 4, \"mean_week_duration\": 0.361}, \"99031\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-04-08 15:43:33.000000+00:00\", \"2021-11-15 23:12:36.000000+00:00\"], \"session_ids\": [\"3d5997fe-a436-40d6-ab4f-194f3e4a680b\", \"e7864fe1-2818-4216-ab08-103f699ff535\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.875}, \"57101\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-17 23:58:27.000000+00:00\", \"2023-06-14 03:12:58.000000+00:00\", \"2020-07-21 05:52:38.000000+00:00\"], \"session_ids\": [\"724fb2c2-6263-4d5e-8ba1-cbc59a456c7a\", \"bdc6cfa0-e982-4470-8946-1cb44952683f\", \"87702690-bae0-4f6b-898d-038c6ca252db\"], \"total_duration\": 85.0, \"total_sessions\": 3, \"mean_week_duration\": 0.563}, \"90085\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-06-17 08:53:13.000000+00:00\", \"2020-05-18 23:04:57.000000+00:00\", \"2019-11-10 19:10:54.000000+00:00\"], \"session_ids\": [\"9893e5ff-73e9-42ab-8973-6e0bfcb2df57\", \"d8f4d1ab-3751-4188-8ab0-e4e6919814f9\", \"8d62db3e-e1d3-4d7f-8d41-6e572b56b807\"], \"total_duration\": 232.0, \"total_sessions\": 3, \"mean_week_duration\": 4.833}, \"73086\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-22 12:23:51.000000+00:00\", \"2019-07-03 22:43:59.000000+00:00\", \"2020-10-21 20:58:09.000000+00:00\"], \"session_ids\": [\"aa4ec7fd-e726-465c-9808-46869e769bff\", \"5f39396a-89a9-4153-a27a-d91c377281e1\", \"f261b472-bd9b-4dc6-9370-7fcb72602442\"], \"total_duration\": 487.0, \"total_sessions\": 3, \"mean_week_duration\": 7.162}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or less than 2 and are greater than 6"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_sessions\": [[2, 6]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"37563\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-07-27 05:48:39.000000+00:00\", \"2020-02-20 05:20:19.000000+00:00\"], \"session_ids\": [\"8c64841d-3535-4379-bc27-628182105dd1\", \"a4c645bc-3edb-4c0a-9baa-b429e5ed1ac1\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.24}, \"99031\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-04-08 15:43:33.000000+00:00\", \"2021-11-15 23:12:36.000000+00:00\"], \"session_ids\": [\"3d5997fe-a436-40d6-ab4f-194f3e4a680b\", \"e7864fe1-2818-4216-ab08-103f699ff535\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.875}}\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[{\"37563\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-07-27 05:48:39.000000+00:00\", \"2020-02-20 05:20:19.000000+00:00\"], \"session_ids\": [\"8c64841d-3535-4379-bc27-628182105dd1\", \"a4c645bc-3edb-4c0a-9baa-b429e5ed1ac1\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.24}}, {\"99031\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-04-08 15:43:33.000000+00:00\", \"2021-11-15 23:12:36.000000+00:00\"], \"session_ids\": [\"3d5997fe-a436-40d6-ab4f-194f3e4a680b\", \"e7864fe1-2818-4216-ab08-103f699ff535\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.875}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 3 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"37563\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-07-27 05:48:39.000000+00:00\", \"2020-02-20 05:20:19.000000+00:00\"], \"session_ids\": [\"8c64841d-3535-4379-bc27-628182105dd1\", \"a4c645bc-3edb-4c0a-9baa-b429e5ed1ac1\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.24}}, {\"99031\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-04-08 15:43:33.000000+00:00\", \"2021-11-15 23:12:36.000000+00:00\"], \"session_ids\": [\"3d5997fe-a436-40d6-ab4f-194f3e4a680b\", \"e7864fe1-2818-4216-ab08-103f699ff535\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.875}}]\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[{\"37563\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-07-27 05:48:39.000000+00:00\", \"2020-02-20 05:20:19.000000+00:00\"], \"session_ids\": [\"8c64841d-3535-4379-bc27-628182105dd1\", \"a4c645bc-3edb-4c0a-9baa-b429e5ed1ac1\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.24}}, {\"99031\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-04-08 15:43:33.000000+00:00\", \"2021-11-15 23:12:36.000000+00:00\"], \"session_ids\": [\"3d5997fe-a436-40d6-ab4f-194f3e4a680b\", \"e7864fe1-2818-4216-ab08-103f699ff535\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.875}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me regarding 8 users with a total sessoins count that is higher than 5 and lower than 9 + sort by name of the town from the largest to the smallest."
}
] |
[
{
"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{\"7382\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-07 15:31:08.000000+00:00\", \"2022-10-01 00:40:05.000000+00:00\", \"2022-05-25 09:36:44.000000+00:00\", \"2020-07-12 09:51:22.000000+00:00\", \"2022-01-11 11:42:40.000000+00:00\", \"2019-12-17 03:35:26.000000+00:00\", \"2023-03-29 07:56:12.000000+00:00\", \"2019-03-30 09:28:59.000000+00:00\"], \"session_ids\": [\"24818fae-3c0d-4e61-82ab-d8899aef4ca9\", \"14991554-e3c3-47de-978d-262bd852f212\", \"696106cd-7efc-4699-9b55-388452e4623a\", \"7a9d76d8-46d4-4ccf-b63d-832f174590f9\", \"6621caf9-a6a6-45dd-8b12-5f82fd00bc6c\", \"eb82a498-8329-4c8a-b50d-d8d86c2d1747\", \"63fd9b13-c228-49b7-b305-514a2d39126f\", \"78ab3ebd-609e-4416-8faf-3785a299cf28\"], \"total_duration\": 150.0, \"total_sessions\": 8, \"mean_week_duration\": 0.718}, \"58593\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Cairo\", \"datetimes\": [\"2021-12-24 01:34:52.000000+00:00\", \"2021-02-21 16:23:08.000000+00:00\"], \"session_ids\": [\"17b3c5c1-1c9a-4a27-b9e6-23c8160dc9e9\", \"81c76b42-0915-45da-8883-eb7139873d78\"], \"total_duration\": 299.0, \"total_sessions\": 2, \"mean_week_duration\": 6.795}, \"30041\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-06-19 13:12:35.000000+00:00\", \"2021-09-27 03:12:05.000000+00:00\"], \"session_ids\": [\"5acb18a4-dd85-4cbe-9c86-2e7d81be4a0a\", \"8054c7fb-1e23-4d90-aa76-0c0e3dcd93ca\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.185}, \"12555\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-01-26 16:43:47.000000+00:00\", \"2021-11-30 21:16:21.000000+00:00\", \"2020-12-18 18:48:49.000000+00:00\", \"2022-11-05 14:17:17.000000+00:00\"], \"session_ids\": [\"c813f1fa-55a5-4756-8693-89d1bbb26c62\", \"af29828c-a85c-45fc-8860-dd8ee1961d54\", \"16fa8c5a-d735-4027-9e3e-ef93501f8a1c\", \"354dbb3e-1cc8-4541-8649-264385fe2dfc\"], \"total_duration\": 161.0, \"total_sessions\": 4, \"mean_week_duration\": 1.643}, \"84920\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-11-06 05:16:43.000000+00:00\", \"2019-02-28 16:15:00.000000+00:00\"], \"session_ids\": [\"110b12eb-fc6e-480c-a6a9-70f02a2556c2\", \"bff8a149-e6ba-41f7-a89e-e2d48a002678\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 0.504}, \"96219\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-10-31 12:43:09.000000+00:00\", \"2021-07-05 18:21:37.000000+00:00\", \"2022-01-10 04:20:55.000000+00:00\", \"2020-07-01 20:22:15.000000+00:00\", \"2023-06-29 08:09:07.000000+00:00\", \"2021-05-14 22:10:33.000000+00:00\", \"2023-02-04 11:39:53.000000+00:00\", \"2021-07-12 21:50:30.000000+00:00\"], \"session_ids\": [\"b535c995-96dc-4279-9449-63d70fcbd442\", \"adc35e2e-e661-4c8d-b3d7-813c7d4ba3ed\", \"070350b9-86c4-4c5c-b6ea-146c6cd12f13\", \"820a71a0-3463-49a2-806b-600334d4b194\", \"a015b4ea-c879-4ebe-ac20-d78e3b6ca12c\", \"3f8c3cee-759e-4fb2-9968-34670e7d79cf\", \"b0c9aabc-70da-4b7b-8ba1-bd7f9a5f02de\", \"ba68d3dc-dc33-4fbe-97be-7bd60e815395\"], \"total_duration\": 17452.0, \"total_sessions\": 8, \"mean_week_duration\": 111.872}, \"82781\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-01-05 17:53:15.000000+00:00\", \"2022-04-18 23:17:02.000000+00:00\", \"2019-03-22 07:14:44.000000+00:00\", \"2019-10-01 04:27:12.000000+00:00\", \"2020-01-07 16:06:38.000000+00:00\", \"2023-01-19 21:44:57.000000+00:00\", \"2020-08-04 14:57:55.000000+00:00\", \"2019-08-08 03:02:10.000000+00:00\"], \"session_ids\": [\"8b208e40-96d4-48c8-b944-3be488dfc9ab\", \"129a184c-11c2-4a40-9387-f5297bd18bc0\", \"2c254a04-ab9f-4e0e-a4e2-f0ee0c271985\", \"d0fc0d59-9f1c-40f2-b177-157c20d0ad31\", \"2a71bef6-5f8e-4406-857b-23578b26c861\", \"f7f3fb6d-32fc-4947-9a9d-abfdbd17a06e\", \"0b6ee1f9-38e9-4e83-9e70-5268d49df366\", \"549d548d-7398-4a23-9979-f6e5ac8a0bc1\"], \"total_duration\": 5854.0, \"total_sessions\": 8, \"mean_week_duration\": 29.27}, \"39124\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-02-08 16:47:47.000000+00:00\", \"2019-09-18 14:45:06.000000+00:00\", \"2020-10-09 06:51:31.000000+00:00\", \"2020-05-08 19:01:09.000000+00:00\"], \"session_ids\": [\"17e433c3-99ec-46b6-be31-79fde8ca2bd2\", \"1f49f7e7-4cbd-4eac-9c54-1c0c0ddac104\", \"f9aca954-258f-4523-9cf9-c89f085b16e1\", \"577593c9-a00c-4917-8ce1-e31b98665b89\"], \"total_duration\": 57.0, \"total_sessions\": 4, \"mean_week_duration\": 1.018}, \"90947\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-05-19 21:04:40.000000+00:00\", \"2022-10-22 07:38:57.000000+00:00\", \"2020-03-05 16:32:09.000000+00:00\", \"2021-04-21 12:31:20.000000+00:00\", \"2021-03-01 15:44:40.000000+00:00\", \"2020-03-12 20:59:21.000000+00:00\", \"2019-08-26 02:41:07.000000+00:00\"], \"session_ids\": [\"b7ce013c-3a6a-4fba-aa6e-4b291573cb95\", \"05973a9c-50b4-4182-a7ab-8773c8403601\", \"d97e8c32-5530-48d5-bc3a-2dd97640f750\", \"aa6682ad-cb5f-457b-8364-16cd99ff31e3\", \"65d4b6d0-dd48-479b-b4d9-0ca68b7ff337\", \"c05244eb-afa5-46e5-8cd8-9b3189f56f3f\", \"1df143df-3f2c-408f-b32f-6db63160ece8\"], \"total_duration\": 722.0, \"total_sessions\": 7, \"mean_week_duration\": 4.034}, \"96091\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-11-12 17:47:11.000000+00:00\", \"2021-04-20 17:30:26.000000+00:00\"], \"session_ids\": [\"b9fbce40-1b4b-434b-b2d3-a37d64a4135f\", \"452f40ad-5d24-42b3-ad76-9a515537f707\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 1.033}}\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 5 and are equal or less than 9"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[5, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"7382\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-07 15:31:08.000000+00:00\", \"2022-10-01 00:40:05.000000+00:00\", \"2022-05-25 09:36:44.000000+00:00\", \"2020-07-12 09:51:22.000000+00:00\", \"2022-01-11 11:42:40.000000+00:00\", \"2019-12-17 03:35:26.000000+00:00\", \"2023-03-29 07:56:12.000000+00:00\", \"2019-03-30 09:28:59.000000+00:00\"], \"session_ids\": [\"24818fae-3c0d-4e61-82ab-d8899aef4ca9\", \"14991554-e3c3-47de-978d-262bd852f212\", \"696106cd-7efc-4699-9b55-388452e4623a\", \"7a9d76d8-46d4-4ccf-b63d-832f174590f9\", \"6621caf9-a6a6-45dd-8b12-5f82fd00bc6c\", \"eb82a498-8329-4c8a-b50d-d8d86c2d1747\", \"63fd9b13-c228-49b7-b305-514a2d39126f\", \"78ab3ebd-609e-4416-8faf-3785a299cf28\"], \"total_duration\": 150.0, \"total_sessions\": 8, \"mean_week_duration\": 0.718}, \"96219\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-10-31 12:43:09.000000+00:00\", \"2021-07-05 18:21:37.000000+00:00\", \"2022-01-10 04:20:55.000000+00:00\", \"2020-07-01 20:22:15.000000+00:00\", \"2023-06-29 08:09:07.000000+00:00\", \"2021-05-14 22:10:33.000000+00:00\", \"2023-02-04 11:39:53.000000+00:00\", \"2021-07-12 21:50:30.000000+00:00\"], \"session_ids\": [\"b535c995-96dc-4279-9449-63d70fcbd442\", \"adc35e2e-e661-4c8d-b3d7-813c7d4ba3ed\", \"070350b9-86c4-4c5c-b6ea-146c6cd12f13\", \"820a71a0-3463-49a2-806b-600334d4b194\", \"a015b4ea-c879-4ebe-ac20-d78e3b6ca12c\", \"3f8c3cee-759e-4fb2-9968-34670e7d79cf\", \"b0c9aabc-70da-4b7b-8ba1-bd7f9a5f02de\", \"ba68d3dc-dc33-4fbe-97be-7bd60e815395\"], \"total_duration\": 17452.0, \"total_sessions\": 8, \"mean_week_duration\": 111.872}, \"82781\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-01-05 17:53:15.000000+00:00\", \"2022-04-18 23:17:02.000000+00:00\", \"2019-03-22 07:14:44.000000+00:00\", \"2019-10-01 04:27:12.000000+00:00\", \"2020-01-07 16:06:38.000000+00:00\", \"2023-01-19 21:44:57.000000+00:00\", \"2020-08-04 14:57:55.000000+00:00\", \"2019-08-08 03:02:10.000000+00:00\"], \"session_ids\": [\"8b208e40-96d4-48c8-b944-3be488dfc9ab\", \"129a184c-11c2-4a40-9387-f5297bd18bc0\", \"2c254a04-ab9f-4e0e-a4e2-f0ee0c271985\", \"d0fc0d59-9f1c-40f2-b177-157c20d0ad31\", \"2a71bef6-5f8e-4406-857b-23578b26c861\", \"f7f3fb6d-32fc-4947-9a9d-abfdbd17a06e\", \"0b6ee1f9-38e9-4e83-9e70-5268d49df366\", \"549d548d-7398-4a23-9979-f6e5ac8a0bc1\"], \"total_duration\": 5854.0, \"total_sessions\": 8, \"mean_week_duration\": 29.27}, \"90947\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-05-19 21:04:40.000000+00:00\", \"2022-10-22 07:38:57.000000+00:00\", \"2020-03-05 16:32:09.000000+00:00\", \"2021-04-21 12:31:20.000000+00:00\", \"2021-03-01 15:44:40.000000+00:00\", \"2020-03-12 20:59:21.000000+00:00\", \"2019-08-26 02:41:07.000000+00:00\"], \"session_ids\": [\"b7ce013c-3a6a-4fba-aa6e-4b291573cb95\", \"05973a9c-50b4-4182-a7ab-8773c8403601\", \"d97e8c32-5530-48d5-bc3a-2dd97640f750\", \"aa6682ad-cb5f-457b-8364-16cd99ff31e3\", \"65d4b6d0-dd48-479b-b4d9-0ca68b7ff337\", \"c05244eb-afa5-46e5-8cd8-9b3189f56f3f\", \"1df143df-3f2c-408f-b32f-6db63160ece8\"], \"total_duration\": 722.0, \"total_sessions\": 7, \"mean_week_duration\": 4.034}}\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[{\"96219\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-10-31 12:43:09.000000+00:00\", \"2021-07-05 18:21:37.000000+00:00\", \"2022-01-10 04:20:55.000000+00:00\", \"2020-07-01 20:22:15.000000+00:00\", \"2023-06-29 08:09:07.000000+00:00\", \"2021-05-14 22:10:33.000000+00:00\", \"2023-02-04 11:39:53.000000+00:00\", \"2021-07-12 21:50:30.000000+00:00\"], \"session_ids\": [\"b535c995-96dc-4279-9449-63d70fcbd442\", \"adc35e2e-e661-4c8d-b3d7-813c7d4ba3ed\", \"070350b9-86c4-4c5c-b6ea-146c6cd12f13\", \"820a71a0-3463-49a2-806b-600334d4b194\", \"a015b4ea-c879-4ebe-ac20-d78e3b6ca12c\", \"3f8c3cee-759e-4fb2-9968-34670e7d79cf\", \"b0c9aabc-70da-4b7b-8ba1-bd7f9a5f02de\", \"ba68d3dc-dc33-4fbe-97be-7bd60e815395\"], \"total_duration\": 17452.0, \"total_sessions\": 8, \"mean_week_duration\": 111.872}}, {\"7382\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-07 15:31:08.000000+00:00\", \"2022-10-01 00:40:05.000000+00:00\", \"2022-05-25 09:36:44.000000+00:00\", \"2020-07-12 09:51:22.000000+00:00\", \"2022-01-11 11:42:40.000000+00:00\", \"2019-12-17 03:35:26.000000+00:00\", \"2023-03-29 07:56:12.000000+00:00\", \"2019-03-30 09:28:59.000000+00:00\"], \"session_ids\": [\"24818fae-3c0d-4e61-82ab-d8899aef4ca9\", \"14991554-e3c3-47de-978d-262bd852f212\", \"696106cd-7efc-4699-9b55-388452e4623a\", \"7a9d76d8-46d4-4ccf-b63d-832f174590f9\", \"6621caf9-a6a6-45dd-8b12-5f82fd00bc6c\", \"eb82a498-8329-4c8a-b50d-d8d86c2d1747\", \"63fd9b13-c228-49b7-b305-514a2d39126f\", \"78ab3ebd-609e-4416-8faf-3785a299cf28\"], \"total_duration\": 150.0, \"total_sessions\": 8, \"mean_week_duration\": 0.718}}, {\"90947\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-05-19 21:04:40.000000+00:00\", \"2022-10-22 07:38:57.000000+00:00\", \"2020-03-05 16:32:09.000000+00:00\", \"2021-04-21 12:31:20.000000+00:00\", \"2021-03-01 15:44:40.000000+00:00\", \"2020-03-12 20:59:21.000000+00:00\", \"2019-08-26 02:41:07.000000+00:00\"], \"session_ids\": [\"b7ce013c-3a6a-4fba-aa6e-4b291573cb95\", \"05973a9c-50b4-4182-a7ab-8773c8403601\", \"d97e8c32-5530-48d5-bc3a-2dd97640f750\", \"aa6682ad-cb5f-457b-8364-16cd99ff31e3\", \"65d4b6d0-dd48-479b-b4d9-0ca68b7ff337\", \"c05244eb-afa5-46e5-8cd8-9b3189f56f3f\", \"1df143df-3f2c-408f-b32f-6db63160ece8\"], \"total_duration\": 722.0, \"total_sessions\": 7, \"mean_week_duration\": 4.034}}, {\"82781\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-01-05 17:53:15.000000+00:00\", \"2022-04-18 23:17:02.000000+00:00\", \"2019-03-22 07:14:44.000000+00:00\", \"2019-10-01 04:27:12.000000+00:00\", \"2020-01-07 16:06:38.000000+00:00\", \"2023-01-19 21:44:57.000000+00:00\", \"2020-08-04 14:57:55.000000+00:00\", \"2019-08-08 03:02:10.000000+00:00\"], \"session_ids\": [\"8b208e40-96d4-48c8-b944-3be488dfc9ab\", \"129a184c-11c2-4a40-9387-f5297bd18bc0\", \"2c254a04-ab9f-4e0e-a4e2-f0ee0c271985\", \"d0fc0d59-9f1c-40f2-b177-157c20d0ad31\", \"2a71bef6-5f8e-4406-857b-23578b26c861\", \"f7f3fb6d-32fc-4947-9a9d-abfdbd17a06e\", \"0b6ee1f9-38e9-4e83-9e70-5268d49df366\", \"549d548d-7398-4a23-9979-f6e5ac8a0bc1\"], \"total_duration\": 5854.0, \"total_sessions\": 8, \"mean_week_duration\": 29.27}}]\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[{\"96219\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-10-31 12:43:09.000000+00:00\", \"2021-07-05 18:21:37.000000+00:00\", \"2022-01-10 04:20:55.000000+00:00\", \"2020-07-01 20:22:15.000000+00:00\", \"2023-06-29 08:09:07.000000+00:00\", \"2021-05-14 22:10:33.000000+00:00\", \"2023-02-04 11:39:53.000000+00:00\", \"2021-07-12 21:50:30.000000+00:00\"], \"session_ids\": [\"b535c995-96dc-4279-9449-63d70fcbd442\", \"adc35e2e-e661-4c8d-b3d7-813c7d4ba3ed\", \"070350b9-86c4-4c5c-b6ea-146c6cd12f13\", \"820a71a0-3463-49a2-806b-600334d4b194\", \"a015b4ea-c879-4ebe-ac20-d78e3b6ca12c\", \"3f8c3cee-759e-4fb2-9968-34670e7d79cf\", \"b0c9aabc-70da-4b7b-8ba1-bd7f9a5f02de\", \"ba68d3dc-dc33-4fbe-97be-7bd60e815395\"], \"total_duration\": 17452.0, \"total_sessions\": 8, \"mean_week_duration\": 111.872}}, {\"7382\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-07 15:31:08.000000+00:00\", \"2022-10-01 00:40:05.000000+00:00\", \"2022-05-25 09:36:44.000000+00:00\", \"2020-07-12 09:51:22.000000+00:00\", \"2022-01-11 11:42:40.000000+00:00\", \"2019-12-17 03:35:26.000000+00:00\", \"2023-03-29 07:56:12.000000+00:00\", \"2019-03-30 09:28:59.000000+00:00\"], \"session_ids\": [\"24818fae-3c0d-4e61-82ab-d8899aef4ca9\", \"14991554-e3c3-47de-978d-262bd852f212\", \"696106cd-7efc-4699-9b55-388452e4623a\", \"7a9d76d8-46d4-4ccf-b63d-832f174590f9\", \"6621caf9-a6a6-45dd-8b12-5f82fd00bc6c\", \"eb82a498-8329-4c8a-b50d-d8d86c2d1747\", \"63fd9b13-c228-49b7-b305-514a2d39126f\", \"78ab3ebd-609e-4416-8faf-3785a299cf28\"], \"total_duration\": 150.0, \"total_sessions\": 8, \"mean_week_duration\": 0.718}}, {\"90947\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-05-19 21:04:40.000000+00:00\", \"2022-10-22 07:38:57.000000+00:00\", \"2020-03-05 16:32:09.000000+00:00\", \"2021-04-21 12:31:20.000000+00:00\", \"2021-03-01 15:44:40.000000+00:00\", \"2020-03-12 20:59:21.000000+00:00\", \"2019-08-26 02:41:07.000000+00:00\"], \"session_ids\": [\"b7ce013c-3a6a-4fba-aa6e-4b291573cb95\", \"05973a9c-50b4-4182-a7ab-8773c8403601\", \"d97e8c32-5530-48d5-bc3a-2dd97640f750\", \"aa6682ad-cb5f-457b-8364-16cd99ff31e3\", \"65d4b6d0-dd48-479b-b4d9-0ca68b7ff337\", \"c05244eb-afa5-46e5-8cd8-9b3189f56f3f\", \"1df143df-3f2c-408f-b32f-6db63160ece8\"], \"total_duration\": 722.0, \"total_sessions\": 7, \"mean_week_duration\": 4.034}}, {\"82781\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-01-05 17:53:15.000000+00:00\", \"2022-04-18 23:17:02.000000+00:00\", \"2019-03-22 07:14:44.000000+00:00\", \"2019-10-01 04:27:12.000000+00:00\", \"2020-01-07 16:06:38.000000+00:00\", \"2023-01-19 21:44:57.000000+00:00\", \"2020-08-04 14:57:55.000000+00:00\", \"2019-08-08 03:02:10.000000+00:00\"], \"session_ids\": [\"8b208e40-96d4-48c8-b944-3be488dfc9ab\", \"129a184c-11c2-4a40-9387-f5297bd18bc0\", \"2c254a04-ab9f-4e0e-a4e2-f0ee0c271985\", \"d0fc0d59-9f1c-40f2-b177-157c20d0ad31\", \"2a71bef6-5f8e-4406-857b-23578b26c861\", \"f7f3fb6d-32fc-4947-9a9d-abfdbd17a06e\", \"0b6ee1f9-38e9-4e83-9e70-5268d49df366\", \"549d548d-7398-4a23-9979-f6e5ac8a0bc1\"], \"total_duration\": 5854.0, \"total_sessions\": 8, \"mean_week_duration\": 29.27}}]\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[{\"96219\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-10-31 12:43:09.000000+00:00\", \"2021-07-05 18:21:37.000000+00:00\", \"2022-01-10 04:20:55.000000+00:00\", \"2020-07-01 20:22:15.000000+00:00\", \"2023-06-29 08:09:07.000000+00:00\", \"2021-05-14 22:10:33.000000+00:00\", \"2023-02-04 11:39:53.000000+00:00\", \"2021-07-12 21:50:30.000000+00:00\"], \"session_ids\": [\"b535c995-96dc-4279-9449-63d70fcbd442\", \"adc35e2e-e661-4c8d-b3d7-813c7d4ba3ed\", \"070350b9-86c4-4c5c-b6ea-146c6cd12f13\", \"820a71a0-3463-49a2-806b-600334d4b194\", \"a015b4ea-c879-4ebe-ac20-d78e3b6ca12c\", \"3f8c3cee-759e-4fb2-9968-34670e7d79cf\", \"b0c9aabc-70da-4b7b-8ba1-bd7f9a5f02de\", \"ba68d3dc-dc33-4fbe-97be-7bd60e815395\"], \"total_duration\": 17452.0, \"total_sessions\": 8, \"mean_week_duration\": 111.872}}, {\"7382\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-07 15:31:08.000000+00:00\", \"2022-10-01 00:40:05.000000+00:00\", \"2022-05-25 09:36:44.000000+00:00\", \"2020-07-12 09:51:22.000000+00:00\", \"2022-01-11 11:42:40.000000+00:00\", \"2019-12-17 03:35:26.000000+00:00\", \"2023-03-29 07:56:12.000000+00:00\", \"2019-03-30 09:28:59.000000+00:00\"], \"session_ids\": [\"24818fae-3c0d-4e61-82ab-d8899aef4ca9\", \"14991554-e3c3-47de-978d-262bd852f212\", \"696106cd-7efc-4699-9b55-388452e4623a\", \"7a9d76d8-46d4-4ccf-b63d-832f174590f9\", \"6621caf9-a6a6-45dd-8b12-5f82fd00bc6c\", \"eb82a498-8329-4c8a-b50d-d8d86c2d1747\", \"63fd9b13-c228-49b7-b305-514a2d39126f\", \"78ab3ebd-609e-4416-8faf-3785a299cf28\"], \"total_duration\": 150.0, \"total_sessions\": 8, \"mean_week_duration\": 0.718}}, {\"90947\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-05-19 21:04:40.000000+00:00\", \"2022-10-22 07:38:57.000000+00:00\", \"2020-03-05 16:32:09.000000+00:00\", \"2021-04-21 12:31:20.000000+00:00\", \"2021-03-01 15:44:40.000000+00:00\", \"2020-03-12 20:59:21.000000+00:00\", \"2019-08-26 02:41:07.000000+00:00\"], \"session_ids\": [\"b7ce013c-3a6a-4fba-aa6e-4b291573cb95\", \"05973a9c-50b4-4182-a7ab-8773c8403601\", \"d97e8c32-5530-48d5-bc3a-2dd97640f750\", \"aa6682ad-cb5f-457b-8364-16cd99ff31e3\", \"65d4b6d0-dd48-479b-b4d9-0ca68b7ff337\", \"c05244eb-afa5-46e5-8cd8-9b3189f56f3f\", \"1df143df-3f2c-408f-b32f-6db63160ece8\"], \"total_duration\": 722.0, \"total_sessions\": 7, \"mean_week_duration\": 4.034}}, {\"82781\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-01-05 17:53:15.000000+00:00\", \"2022-04-18 23:17:02.000000+00:00\", \"2019-03-22 07:14:44.000000+00:00\", \"2019-10-01 04:27:12.000000+00:00\", \"2020-01-07 16:06:38.000000+00:00\", \"2023-01-19 21:44:57.000000+00:00\", \"2020-08-04 14:57:55.000000+00:00\", \"2019-08-08 03:02:10.000000+00:00\"], \"session_ids\": [\"8b208e40-96d4-48c8-b944-3be488dfc9ab\", \"129a184c-11c2-4a40-9387-f5297bd18bc0\", \"2c254a04-ab9f-4e0e-a4e2-f0ee0c271985\", \"d0fc0d59-9f1c-40f2-b177-157c20d0ad31\", \"2a71bef6-5f8e-4406-857b-23578b26c861\", \"f7f3fb6d-32fc-4947-9a9d-abfdbd17a06e\", \"0b6ee1f9-38e9-4e83-9e70-5268d49df366\", \"549d548d-7398-4a23-9979-f6e5ac8a0bc1\"], \"total_duration\": 5854.0, \"total_sessions\": 8, \"mean_week_duration\": 29.27}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show 8 users to me who all sessions quantity less than 4 and greater than 10 (not including) and in addition carry out sorting by app usage time ascending additionaly save only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"25939\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-11-08 14:52:15.000000+00:00\", \"2022-10-31 16:46:31.000000+00:00\"], \"session_ids\": [\"cd095fd9-7b21-4369-b532-f371f7bee922\", \"62a9f3b9-71cd-4b06-a38b-df274593b4f7\"], \"total_duration\": 477.0, \"total_sessions\": 2, \"mean_week_duration\": 4.587}, \"45887\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-03-07 07:14:11.000000+00:00\", \"2019-09-21 09:35:03.000000+00:00\"], \"session_ids\": [\"532d42de-f67b-4598-9f22-c4670b6907a9\", \"18074127-f5ee-4c78-a297-38d258a2639c\"], \"total_duration\": 123.0, \"total_sessions\": 2, \"mean_week_duration\": 5.125}, \"59628\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-06-04 07:10:41.000000+00:00\", \"2021-04-28 22:23:43.000000+00:00\", \"2020-08-17 07:35:01.000000+00:00\", \"2020-01-06 19:29:18.000000+00:00\"], \"session_ids\": [\"2b1f457d-707a-403f-9607-20020821f4e2\", \"f1dbf9d9-7e57-421e-8759-962e0fbab985\", \"91b0efd4-4c4f-45b8-8b32-7856b8cfd4ff\", \"eb8bfff5-48c9-47a8-9b3d-f00603aa1e64\"], \"total_duration\": 491.0, \"total_sessions\": 4, \"mean_week_duration\": 4.91}, \"80234\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-06-16 10:14:04.000000+00:00\", \"2019-02-05 08:26:16.000000+00:00\", \"2019-07-22 03:45:09.000000+00:00\"], \"session_ids\": [\"a91f2684-9940-4516-b51e-1c578e4b4777\", \"3ce9c632-611b-4669-ab10-c7a01895b971\", \"c3d7b5dd-f9ba-4874-a444-461055632b93\"], \"total_duration\": 946.0, \"total_sessions\": 3, \"mean_week_duration\": 5.375}, \"37229\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-12-14 00:50:28.000000+00:00\", \"2022-06-20 00:08:40.000000+00:00\"], \"session_ids\": [\"4e31b9d5-921b-4a09-aa72-d0228fd4db97\", \"dfd0e8d7-0a60-43b5-9be4-25445b456fc3\"], \"total_duration\": 366.0, \"total_sessions\": 2, \"mean_week_duration\": 13.556}, \"47488\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-09-29 02:49:51.000000+00:00\", \"2019-12-27 11:10:34.000000+00:00\", \"2022-05-19 22:47:08.000000+00:00\"], \"session_ids\": [\"376daaf9-167d-4d58-8a6f-dff0f85fbd79\", \"c9eb59d1-826a-49e5-a9ab-1c45dc43ddec\", \"2777fd7b-a2ba-4f91-942f-37288c0597ba\"], \"total_duration\": 278.0, \"total_sessions\": 3, \"mean_week_duration\": 2.224}, \"96129\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-06-22 09:31:19.000000+00:00\", \"2022-04-20 13:20:00.000000+00:00\", \"2021-10-03 16:05:31.000000+00:00\", \"2021-09-11 07:24:32.000000+00:00\", \"2021-10-14 15:52:38.000000+00:00\", \"2021-08-16 21:33:41.000000+00:00\"], \"session_ids\": [\"39d45167-2867-46d0-b172-1e747a33fec5\", \"278063a9-eb5d-4d59-a0da-37393ac4a178\", \"7bcb7d7b-9852-4b4c-b72c-49cf940fcf25\", \"02dc47ec-e94f-454e-86bb-70c54b5d98bb\", \"a1466ada-7e6e-4b37-a551-fa6a22499fc6\", \"c3e2efe1-f161-4c9d-a035-e95433e2c58e\"], \"total_duration\": 2999.0, \"total_sessions\": 6, \"mean_week_duration\": 31.24}, \"32899\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-03-26 13:56:42.000000+00:00\", \"2019-09-06 13:59:07.000000+00:00\"], \"session_ids\": [\"c19d46ed-1c8e-4aba-8050-51edc64df130\", \"4d54a0fe-65db-4010-bf64-5df53bf77cbb\"], \"total_duration\": 338.0, \"total_sessions\": 2, \"mean_week_duration\": 4.173}, \"14971\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-05-09 01:04:38.000000+00:00\", \"2022-12-30 05:08:23.000000+00:00\", \"2021-05-29 21:28:19.000000+00:00\", \"2022-09-15 05:40:58.000000+00:00\", \"2020-04-06 14:18:06.000000+00:00\", \"2020-10-03 12:03:30.000000+00:00\", \"2019-04-14 07:33:52.000000+00:00\", \"2020-11-09 18:26:37.000000+00:00\"], \"session_ids\": [\"38e49e33-13b9-48be-b183-022c06d44b70\", \"760d5b79-0b72-4b06-b669-5d712fb1ae13\", \"b4dae8b3-c734-49f6-a647-7449737c447f\", \"b2bd800d-ba60-40cb-b622-891aa1b5b29e\", \"81e69567-e763-4821-85c1-fcb264027b22\", \"54cc91e6-eb39-4780-933d-475e9c2f5473\", \"3dd797e4-a2f5-4815-a79b-cbdaec77e8b6\", \"14bba913-d472-41ea-aa74-6d814ac7d894\"], \"total_duration\": 297.0, \"total_sessions\": 8, \"mean_week_duration\": 1.531}, \"36800\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-06-28 16:53:58.000000+00:00\", \"2023-05-19 18:35:45.000000+00:00\"], \"session_ids\": [\"7e3fa44b-d05b-4e2d-937e-c123e5cfbff0\", \"b80f6dc8-83fb-40ad-99e5-1831229924b2\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 50.167}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or less than 4 and are greater than 10"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_sessions\": [[4, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"25939\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-11-08 14:52:15.000000+00:00\", \"2022-10-31 16:46:31.000000+00:00\"], \"session_ids\": [\"cd095fd9-7b21-4369-b532-f371f7bee922\", \"62a9f3b9-71cd-4b06-a38b-df274593b4f7\"], \"total_duration\": 477.0, \"total_sessions\": 2, \"mean_week_duration\": 4.587}, \"45887\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-03-07 07:14:11.000000+00:00\", \"2019-09-21 09:35:03.000000+00:00\"], \"session_ids\": [\"532d42de-f67b-4598-9f22-c4670b6907a9\", \"18074127-f5ee-4c78-a297-38d258a2639c\"], \"total_duration\": 123.0, \"total_sessions\": 2, \"mean_week_duration\": 5.125}, \"59628\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-06-04 07:10:41.000000+00:00\", \"2021-04-28 22:23:43.000000+00:00\", \"2020-08-17 07:35:01.000000+00:00\", \"2020-01-06 19:29:18.000000+00:00\"], \"session_ids\": [\"2b1f457d-707a-403f-9607-20020821f4e2\", \"f1dbf9d9-7e57-421e-8759-962e0fbab985\", \"91b0efd4-4c4f-45b8-8b32-7856b8cfd4ff\", \"eb8bfff5-48c9-47a8-9b3d-f00603aa1e64\"], \"total_duration\": 491.0, \"total_sessions\": 4, \"mean_week_duration\": 4.91}, \"80234\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-06-16 10:14:04.000000+00:00\", \"2019-02-05 08:26:16.000000+00:00\", \"2019-07-22 03:45:09.000000+00:00\"], \"session_ids\": [\"a91f2684-9940-4516-b51e-1c578e4b4777\", \"3ce9c632-611b-4669-ab10-c7a01895b971\", \"c3d7b5dd-f9ba-4874-a444-461055632b93\"], \"total_duration\": 946.0, \"total_sessions\": 3, \"mean_week_duration\": 5.375}, \"37229\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-12-14 00:50:28.000000+00:00\", \"2022-06-20 00:08:40.000000+00:00\"], \"session_ids\": [\"4e31b9d5-921b-4a09-aa72-d0228fd4db97\", \"dfd0e8d7-0a60-43b5-9be4-25445b456fc3\"], \"total_duration\": 366.0, \"total_sessions\": 2, \"mean_week_duration\": 13.556}, \"47488\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-09-29 02:49:51.000000+00:00\", \"2019-12-27 11:10:34.000000+00:00\", \"2022-05-19 22:47:08.000000+00:00\"], \"session_ids\": [\"376daaf9-167d-4d58-8a6f-dff0f85fbd79\", \"c9eb59d1-826a-49e5-a9ab-1c45dc43ddec\", \"2777fd7b-a2ba-4f91-942f-37288c0597ba\"], \"total_duration\": 278.0, \"total_sessions\": 3, \"mean_week_duration\": 2.224}, \"32899\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-03-26 13:56:42.000000+00:00\", \"2019-09-06 13:59:07.000000+00:00\"], \"session_ids\": [\"c19d46ed-1c8e-4aba-8050-51edc64df130\", \"4d54a0fe-65db-4010-bf64-5df53bf77cbb\"], \"total_duration\": 338.0, \"total_sessions\": 2, \"mean_week_duration\": 4.173}, \"36800\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-06-28 16:53:58.000000+00:00\", \"2023-05-19 18:35:45.000000+00:00\"], \"session_ids\": [\"7e3fa44b-d05b-4e2d-937e-c123e5cfbff0\", \"b80f6dc8-83fb-40ad-99e5-1831229924b2\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 50.167}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"45887\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-03-07 07:14:11.000000+00:00\", \"2019-09-21 09:35:03.000000+00:00\"], \"session_ids\": [\"532d42de-f67b-4598-9f22-c4670b6907a9\", \"18074127-f5ee-4c78-a297-38d258a2639c\"], \"total_duration\": 123.0, \"total_sessions\": 2, \"mean_week_duration\": 5.125}}, {\"47488\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-09-29 02:49:51.000000+00:00\", \"2019-12-27 11:10:34.000000+00:00\", \"2022-05-19 22:47:08.000000+00:00\"], \"session_ids\": [\"376daaf9-167d-4d58-8a6f-dff0f85fbd79\", \"c9eb59d1-826a-49e5-a9ab-1c45dc43ddec\", \"2777fd7b-a2ba-4f91-942f-37288c0597ba\"], \"total_duration\": 278.0, \"total_sessions\": 3, \"mean_week_duration\": 2.224}}, {\"36800\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-06-28 16:53:58.000000+00:00\", \"2023-05-19 18:35:45.000000+00:00\"], \"session_ids\": [\"7e3fa44b-d05b-4e2d-937e-c123e5cfbff0\", \"b80f6dc8-83fb-40ad-99e5-1831229924b2\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 50.167}}, {\"32899\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-03-26 13:56:42.000000+00:00\", \"2019-09-06 13:59:07.000000+00:00\"], \"session_ids\": [\"c19d46ed-1c8e-4aba-8050-51edc64df130\", \"4d54a0fe-65db-4010-bf64-5df53bf77cbb\"], \"total_duration\": 338.0, \"total_sessions\": 2, \"mean_week_duration\": 4.173}}, {\"37229\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-12-14 00:50:28.000000+00:00\", \"2022-06-20 00:08:40.000000+00:00\"], \"session_ids\": [\"4e31b9d5-921b-4a09-aa72-d0228fd4db97\", \"dfd0e8d7-0a60-43b5-9be4-25445b456fc3\"], \"total_duration\": 366.0, \"total_sessions\": 2, \"mean_week_duration\": 13.556}}, {\"25939\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-11-08 14:52:15.000000+00:00\", \"2022-10-31 16:46:31.000000+00:00\"], \"session_ids\": [\"cd095fd9-7b21-4369-b532-f371f7bee922\", \"62a9f3b9-71cd-4b06-a38b-df274593b4f7\"], \"total_duration\": 477.0, \"total_sessions\": 2, \"mean_week_duration\": 4.587}}, {\"59628\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-06-04 07:10:41.000000+00:00\", \"2021-04-28 22:23:43.000000+00:00\", \"2020-08-17 07:35:01.000000+00:00\", \"2020-01-06 19:29:18.000000+00:00\"], \"session_ids\": [\"2b1f457d-707a-403f-9607-20020821f4e2\", \"f1dbf9d9-7e57-421e-8759-962e0fbab985\", \"91b0efd4-4c4f-45b8-8b32-7856b8cfd4ff\", \"eb8bfff5-48c9-47a8-9b3d-f00603aa1e64\"], \"total_duration\": 491.0, \"total_sessions\": 4, \"mean_week_duration\": 4.91}}, {\"80234\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-06-16 10:14:04.000000+00:00\", \"2019-02-05 08:26:16.000000+00:00\", \"2019-07-22 03:45:09.000000+00:00\"], \"session_ids\": [\"a91f2684-9940-4516-b51e-1c578e4b4777\", \"3ce9c632-611b-4669-ab10-c7a01895b971\", \"c3d7b5dd-f9ba-4874-a444-461055632b93\"], \"total_duration\": 946.0, \"total_sessions\": 3, \"mean_week_duration\": 5.375}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"45887\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-03-07 07:14:11.000000+00:00\", \"2019-09-21 09:35:03.000000+00:00\"], \"session_ids\": [\"532d42de-f67b-4598-9f22-c4670b6907a9\", \"18074127-f5ee-4c78-a297-38d258a2639c\"], \"total_duration\": 123.0, \"total_sessions\": 2, \"mean_week_duration\": 5.125}}, {\"47488\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-09-29 02:49:51.000000+00:00\", \"2019-12-27 11:10:34.000000+00:00\", \"2022-05-19 22:47:08.000000+00:00\"], \"session_ids\": [\"376daaf9-167d-4d58-8a6f-dff0f85fbd79\", \"c9eb59d1-826a-49e5-a9ab-1c45dc43ddec\", \"2777fd7b-a2ba-4f91-942f-37288c0597ba\"], \"total_duration\": 278.0, \"total_sessions\": 3, \"mean_week_duration\": 2.224}}]\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[{\"45887\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-03-07 07:14:11.000000+00:00\", \"2019-09-21 09:35:03.000000+00:00\"], \"session_ids\": [\"532d42de-f67b-4598-9f22-c4670b6907a9\", \"18074127-f5ee-4c78-a297-38d258a2639c\"], \"total_duration\": 123.0, \"total_sessions\": 2, \"mean_week_duration\": 5.125}}, {\"47488\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-09-29 02:49:51.000000+00:00\", \"2019-12-27 11:10:34.000000+00:00\", \"2022-05-19 22:47:08.000000+00:00\"], \"session_ids\": [\"376daaf9-167d-4d58-8a6f-dff0f85fbd79\", \"c9eb59d1-826a-49e5-a9ab-1c45dc43ddec\", \"2777fd7b-a2ba-4f91-942f-37288c0597ba\"], \"total_duration\": 278.0, \"total_sessions\": 3, \"mean_week_duration\": 2.224}}]\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 2 users who are bot users based on overall total sessions and in addition sort by town name in asc order and 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{\"92317\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-07-26 04:42:48.000000+00:00\", \"2022-08-30 07:53:53.000000+00:00\", \"2023-01-06 08:05:14.000000+00:00\"], \"session_ids\": [\"d454de7a-d2c5-4e5c-b52e-981c9615cc95\", \"67ec5c84-8901-48e7-9b6e-0f84784f3b68\", \"f2650d49-0ed7-4b59-b25f-aa23454ee033\"], \"total_duration\": 304.0, \"total_sessions\": 3, \"mean_week_duration\": 2.375}, \"27961\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2023-02-25 04:44:47.000000+00:00\", \"2023-06-22 18:16:14.000000+00:00\"], \"session_ids\": [\"93d72de4-ccb1-493d-a260-2ca44cd9c193\", \"c56dc347-e01f-4209-8bfb-7401603da8cd\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 1.529}, \"76417\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-12-09 20:51:51.000000+00:00\", \"2020-03-20 12:16:33.000000+00:00\"], \"session_ids\": [\"4700dec5-d4e8-48dc-be5b-502eafb867d0\", \"46f8d9d9-01d9-4bee-a0d8-70a3ddbe068e\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 18.0}, \"28379\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-08-09 10:10:22.000000+00:00\", \"2022-08-18 00:08:45.000000+00:00\", \"2019-12-23 04:35:23.000000+00:00\", \"2022-10-07 03:13:52.000000+00:00\"], \"session_ids\": [\"236d6ea8-f767-44da-807a-1ac49924e8ba\", \"5531c860-b385-4317-8d3a-5b9ec5b43a72\", \"67867dda-2d66-4f10-a607-5f58e6ee2276\", \"47d0555e-b8ac-424d-a68b-a51cc9e9c11d\"], \"total_duration\": 1538.0, \"total_sessions\": 4, \"mean_week_duration\": 10.534}, \"65567\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-02-05 11:11:22.000000+00:00\", \"2022-02-12 15:30:49.000000+00:00\"], \"session_ids\": [\"30761de4-add7-4f73-8289-483ad666816b\", \"c63227d3-3f96-4daf-aa1d-0167b8b6e132\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 172.0}, \"71789\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-05-05 04:07:17.000000+00:00\", \"2020-09-25 07:56:03.000000+00:00\", \"2019-03-08 01:41:06.000000+00:00\", \"2020-02-01 10:32:41.000000+00:00\", \"2020-10-02 18:31:13.000000+00:00\"], \"session_ids\": [\"4eec948c-f61c-44f4-b7e4-6c42496de194\", \"d64b3ff1-a51b-4190-8411-def7c440be0e\", \"13dbbacc-4336-4474-ae2e-f087664b40bb\", \"2d1ae103-8ef6-4772-b801-be1f9a47963c\", \"ecd296e7-990d-466d-b519-7d4cb510c675\"], \"total_duration\": 3566.0, \"total_sessions\": 5, \"mean_week_duration\": 43.488}, \"82351\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-10-30 01:52:23.000000+00:00\", \"2020-12-09 22:58:22.000000+00:00\"], \"session_ids\": [\"5da0d749-20e0-4f07-a773-2f66638e79be\", \"9b430afb-d878-4d56-a7b4-7278c824e211\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 1.404}, \"50210\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-11-05 05:23:22.000000+00:00\", \"2019-09-04 23:41:50.000000+00:00\"], \"session_ids\": [\"b2fcdf00-0afc-4cec-9347-73ed890485ff\", \"e58d5c42-e370-43b8-afa8-782c1fdf283c\"], \"total_duration\": 295.0, \"total_sessions\": 2, \"mean_week_duration\": 1.777}, \"91899\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-11-10 11:15:45.000000+00:00\", \"2022-02-08 23:44:15.000000+00:00\", \"2020-04-29 21:25:21.000000+00:00\", \"2021-11-09 02:01:10.000000+00:00\", \"2021-09-21 05:00:47.000000+00:00\", \"2023-04-13 10:25:54.000000+00:00\", \"2022-12-31 23:49:31.000000+00:00\", \"2020-11-18 06:40:13.000000+00:00\"], \"session_ids\": [\"85c9da18-77cd-4228-a80e-e4d08cd08e9f\", \"868598cb-3881-4685-bee8-71f1e2937750\", \"6ec4256e-63ff-4ea8-9885-1bb936495918\", \"13b69d94-35dc-4d08-8643-3206f54f0106\", \"a2c68aa2-0d42-4393-8f76-3495641c7b1e\", \"f337219d-17a4-4136-a233-f0ad3c22b031\", \"9508cd2d-22a0-421c-973f-fd5bc10da722\", \"c6bc89f4-f7ee-4305-b127-89a47759cbdb\"], \"total_duration\": 1618.0, \"total_sessions\": 8, \"mean_week_duration\": 10.506}, \"33479\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-09-20 07:57:09.000000+00:00\", \"2023-05-26 04:09:50.000000+00:00\", \"2020-10-05 11:45:51.000000+00:00\", \"2021-04-11 01:46:36.000000+00:00\", \"2021-04-28 12:18:38.000000+00:00\", \"2021-09-19 17:18:09.000000+00:00\", \"2019-09-10 17:36:03.000000+00:00\", \"2020-05-20 13:20:49.000000+00:00\", \"2019-05-13 18:14:24.000000+00:00\"], \"session_ids\": [\"e1b5da7e-7153-4415-af29-3d03db7e2214\", \"6c16a00d-c711-4016-add8-17f67475f61b\", \"3e496af7-15ea-4e6f-b005-2d2b25f20db7\", \"c3f4fd8a-e6ca-498b-ad8b-f29912c7f072\", \"06841fe1-2a8d-4a1b-a2de-a1b6d29e53a2\", \"a4bf14fd-995d-4ec7-be88-42611ec18ada\", \"679845d5-b1b8-462d-8153-072fc5fc4276\", \"e33cd957-1cdc-4283-b427-60df6b13c98b\", \"7d1ec78b-2aaa-4cbc-9fb2-282540d41a92\"], \"total_duration\": 9424.0, \"total_sessions\": 9, \"mean_week_duration\": 44.664}}\n```\n"
}
] |
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