conversations
list |
|---|
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"38091\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-04-13 13:15:27.000000+00:00\", \"2023-05-17 00:11:13.000000+00:00\"], \"session_ids\": [\"e983635e-d4d9-44db-b46b-684374f125bd\", \"b5be9712-b2bb-4a49-9d9a-b16a3d645889\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.404}}, {\"74704\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-06-10 05:00:16.000000+00:00\", \"2021-09-30 04:05:11.000000+00:00\", \"2019-10-11 08:44:32.000000+00:00\"], \"session_ids\": [\"d6d7c10b-83c6-4de7-862c-39e1943a611d\", \"f9c41b82-7b16-40e7-8853-727c11767dcc\", \"e653fec8-daa2-4583-961f-7e9032b1b111\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.41}}, {\"35700\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-01-14 04:54:54.000000+00:00\", \"2021-06-27 19:19:49.000000+00:00\"], \"session_ids\": [\"076c18de-7c38-485b-b6ac-305857189d3a\", \"8ae1fe85-e726-4eae-8eae-15006b5d750d\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 1.066}}, {\"65569\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-01-20 01:17:10.000000+00:00\", \"2020-11-07 11:45:24.000000+00:00\", \"2022-03-13 20:09:11.000000+00:00\", \"2019-08-04 20:31:05.000000+00:00\"], \"session_ids\": [\"77ab0387-f1c3-4106-a986-3343147f959c\", \"cc89fd72-f249-4f6a-b7b0-82cb3ad75e98\", \"81b2e846-4a75-4d4d-b402-fa5e38e02441\", \"cf8889de-cc3c-4f71-8fec-40c1c6067f6b\"], \"total_duration\": 163.0, \"total_sessions\": 4, \"mean_week_duration\": 1.199}}, {\"62016\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-12-29 23:57:02.000000+00:00\", \"2019-02-10 19:00:32.000000+00:00\", \"2019-06-21 12:54:45.000000+00:00\"], \"session_ids\": [\"234a2652-1134-48c2-a413-260e8ed96eda\", \"c05f2d5f-0c8c-438d-ac3c-875f8ef360d1\", \"e897182b-06cb-4f9c-ae44-c9cfb4a1ef4f\"], \"total_duration\": 137.0, \"total_sessions\": 3, \"mean_week_duration\": 1.384}}, {\"56928\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-03-02 08:52:02.000000+00:00\", \"2020-02-18 18:05:35.000000+00:00\"], \"session_ids\": [\"b2b20567-ce9c-413b-9a1b-8bb2386b04d3\", \"1e1399a5-ca13-45df-9623-b8ee7c4d651b\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 1.421}}, {\"34426\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-02-27 10:56:08.000000+00:00\", \"2022-06-17 01:38:22.000000+00:00\", \"2023-02-09 17:09:25.000000+00:00\"], \"session_ids\": [\"6d1cb9d3-7593-49fe-9682-08a57e02fd22\", \"6436d5f9-4f2d-4032-914b-a19324c424b9\", \"b952ceb1-2dab-4a69-8bc8-3e46eb95bd23\"], \"total_duration\": 118.0, \"total_sessions\": 3, \"mean_week_duration\": 2.36}}, {\"51161\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-02-19 05:13:09.000000+00:00\", \"2022-07-13 22:55:27.000000+00:00\", \"2021-03-29 22:38:46.000000+00:00\", \"2019-11-10 13:09:01.000000+00:00\", \"2023-04-15 02:48:00.000000+00:00\", \"2021-01-25 02:29:43.000000+00:00\"], \"session_ids\": [\"c26c7cce-ab8e-40ba-91d9-b6f27c1bb40d\", \"83324d36-dce4-470e-a24a-c87ba5d517f4\", \"d6c13c42-ffee-4db3-909e-97d04a9df544\", \"ccd2abba-8c0b-4446-a5b6-b8a1286e283b\", \"303939b3-d532-4ed7-ac01-c5a7258f5419\", \"72cc12e7-ac37-4538-bf84-d31bedfeac82\"], \"total_duration\": 657.0, \"total_sessions\": 6, \"mean_week_duration\": 3.67}}, {\"85759\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-07-23 02:41:33.000000+00:00\", \"2021-05-02 20:43:04.000000+00:00\", \"2022-08-13 19:49:41.000000+00:00\", \"2021-02-23 17:42:46.000000+00:00\", \"2019-09-25 21:12:25.000000+00:00\"], \"session_ids\": [\"811a4a11-5b2d-410b-9d3e-d39d9bb45cbc\", \"b261f4aa-fd6f-4f36-9e42-48f040e46f1b\", \"ea43692b-ce42-447c-8e0a-8c1307ee21fb\", \"0a5021de-ee80-4831-9229-48e2792d001e\", \"c1557642-c490-47a5-b4c8-8d75e33cac38\"], \"total_duration\": 831.0, \"total_sessions\": 5, \"mean_week_duration\": 5.194}}, {\"64462\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-04-20 10:22:35.000000+00:00\", \"2020-11-07 03:02:33.000000+00:00\", \"2022-08-12 01:57:50.000000+00:00\", \"2023-03-17 01:09:50.000000+00:00\", \"2022-05-27 14:15:20.000000+00:00\", \"2021-11-15 17:28:39.000000+00:00\"], \"session_ids\": [\"00a80572-2ac9-4364-8b0e-b400c3b10748\", \"90639666-18e4-4539-9710-18eecc90d478\", \"1e492d15-0045-4fb5-bb3b-028ba47eda2c\", \"d65bd8a2-51be-4716-b4ec-aafab648d5be\", \"34b58691-abaf-4fe2-9d7d-33780591ea2b\", \"0310226f-dfd2-4435-8386-55eba4501b20\"], \"total_duration\": 1042.0, \"total_sessions\": 6, \"mean_week_duration\": 6.855}}]\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 8 users whose average of total time spent in the app per week exceeds 33 while staying below 11, exclusively 11 and in addition perform sorting by urban center name risingly also keep only 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"3248\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-06-25 00:10:10.000000+00:00\", \"2022-12-02 11:45:29.000000+00:00\", \"2021-10-31 15:00:42.000000+00:00\", \"2020-02-10 22:05:21.000000+00:00\"], \"session_ids\": [\"044fcf30-cf4c-41a3-a414-a5f2fe8c066e\", \"457bac3e-634d-4b6b-b13f-1f3bc92cb257\", \"418b5bd8-af70-40a9-9777-b4be87a4760a\", \"f1ab10ce-da41-4426-be58-94c5367ccb14\"], \"total_duration\": 57.0, \"total_sessions\": 4, \"mean_week_duration\": 0.324}, \"13769\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-05-23 20:54:04.000000+00:00\", \"2021-03-03 21:17:24.000000+00:00\", \"2022-09-21 12:48:12.000000+00:00\"], \"session_ids\": [\"0122347a-b012-422a-8145-32f8a6c4a1fa\", \"e27ad724-c36d-4d7d-8317-7c9f7316d093\", \"b9472e78-6099-4d2b-b1c5-f6f391db5c4e\"], \"total_duration\": 47.0, \"total_sessions\": 3, \"mean_week_duration\": 0.58}, \"43957\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-04-20 20:21:00.000000+00:00\", \"2022-06-17 22:42:37.000000+00:00\", \"2020-12-08 05:06:19.000000+00:00\", \"2022-12-05 14:41:07.000000+00:00\", \"2020-03-14 07:48:21.000000+00:00\", \"2022-08-10 20:02:57.000000+00:00\", \"2023-01-27 07:02:39.000000+00:00\"], \"session_ids\": [\"b375441f-0d70-4e61-8b6a-1efb606c8df2\", \"1b1ccc7a-8801-4b6a-9e9c-6e9be3b87ef2\", \"61c18fd3-6132-444d-b3fc-0ca1af25a49d\", \"dc1af9f7-3144-4d60-bd2c-179a53a6ac7a\", \"04365518-60b0-4908-970b-53bf1e273bb8\", \"8aef4015-dcee-4e80-a8ae-cd141d1299f9\", \"e59386dc-0deb-4d2d-ae36-a0e84bd3bb89\"], \"total_duration\": 331.0, \"total_sessions\": 7, \"mean_week_duration\": 2.207}, \"25231\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-04-10 07:01:13.000000+00:00\", \"2023-02-17 13:08:59.000000+00:00\", \"2020-05-21 16:00:55.000000+00:00\", \"2022-10-11 10:35:11.000000+00:00\", \"2019-06-29 06:48:03.000000+00:00\", \"2019-04-20 00:34:02.000000+00:00\", \"2021-03-29 07:12:18.000000+00:00\", \"2022-06-10 04:33:35.000000+00:00\"], \"session_ids\": [\"718f4f84-2e19-4b88-a28c-745364689ee7\", \"e290c4f3-9dd6-4bef-881c-bbaafea6f8a5\", \"210d2523-f463-47ac-bd2d-d13d1147acc5\", \"d4b80d53-7f7a-4836-a258-8a2af46ec4e2\", \"eca2acf3-4e40-4be1-95b7-45e620e2283c\", \"abd94679-fd24-4196-9125-3ac7502c68ae\", \"ad2a914a-345e-4c45-b4f8-0f3203cf832b\", \"239cbaeb-933f-4dcd-858a-3e7249c42741\"], \"total_duration\": 1160.0, \"total_sessions\": 8, \"mean_week_duration\": 5.8}, \"75724\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"London\", \"datetimes\": [\"2021-05-12 21:46:15.000000+00:00\", \"2020-11-02 22:00:09.000000+00:00\", \"2021-08-23 03:50:54.000000+00:00\", \"2019-12-28 01:38:31.000000+00:00\", \"2022-09-02 01:14:42.000000+00:00\", \"2019-07-17 16:55:53.000000+00:00\"], \"session_ids\": [\"ea371f14-c87d-416d-9a24-aae126dbca2d\", \"5316c83d-9092-459b-bea9-f011d8c64cea\", \"e784a1f4-6676-4cc4-9fc8-ae48c759ecaa\", \"0e602091-93bf-4802-b74e-ed579bd95c3d\", \"780c4507-e92a-4d1a-968e-e9c0d50cd253\", \"e89d9821-4760-45ca-acbc-16065821efe4\"], \"total_duration\": 5119.0, \"total_sessions\": 6, \"mean_week_duration\": 31.213}, \"42165\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-08-05 03:35:00.000000+00:00\", \"2022-01-20 15:14:14.000000+00:00\", \"2023-06-03 10:32:38.000000+00:00\", \"2019-12-14 21:28:55.000000+00:00\"], \"session_ids\": [\"79c70cdc-4d46-4e71-bfab-93e739a60cb6\", \"bdcab913-40fd-41e7-b334-db3d01dd613d\", \"9908d8de-5f86-44fc-8fb3-b475dc97b3c1\", \"bb2035eb-33b4-49ef-b51b-a89ff8c4866e\"], \"total_duration\": 36.0, \"total_sessions\": 4, \"mean_week_duration\": 0.18}, \"49179\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-02-26 12:09:44.000000+00:00\", \"2022-02-06 14:19:11.000000+00:00\"], \"session_ids\": [\"a13f45fb-b0e2-4483-ba7b-748c782f766a\", \"499dbfae-9d5e-4257-a37c-472a43f0ff31\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 1.01}, \"21723\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-09-12 19:03:43.000000+00:00\", \"2022-09-25 05:26:57.000000+00:00\"], \"session_ids\": [\"c4b0af7a-ed15-427e-af56-91a7b78ef1cd\", \"e9419c40-76f8-4386-9b4a-7b11e5de867a\"], \"total_duration\": 193.0, \"total_sessions\": 2, \"mean_week_duration\": 1.214}, \"42856\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-01-12 15:53:23.000000+00:00\", \"2019-07-06 13:29:10.000000+00:00\"], \"session_ids\": [\"b367abfb-a3c9-4b61-b0ce-edf0bddda6d1\", \"7c274dc1-6521-4e2f-8e4e-4df40469e882\"], \"total_duration\": 367.0, \"total_sessions\": 2, \"mean_week_duration\": 14.68}, \"60733\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-11-23 18:53:23.000000+00:00\", \"2021-04-08 00:07:59.000000+00:00\"], \"session_ids\": [\"a9d329a2-1f02-4ace-be81-ca267eb82323\", \"452ea367-366c-4f41-ac2d-96337a03f158\"], \"total_duration\": 380.0, \"total_sessions\": 2, \"mean_week_duration\": 5.278}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are less than 11 and are equal or greater than 33"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[11, 33]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"3248\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-06-25 00:10:10.000000+00:00\", \"2022-12-02 11:45:29.000000+00:00\", \"2021-10-31 15:00:42.000000+00:00\", \"2020-02-10 22:05:21.000000+00:00\"], \"session_ids\": [\"044fcf30-cf4c-41a3-a414-a5f2fe8c066e\", \"457bac3e-634d-4b6b-b13f-1f3bc92cb257\", \"418b5bd8-af70-40a9-9777-b4be87a4760a\", \"f1ab10ce-da41-4426-be58-94c5367ccb14\"], \"total_duration\": 57.0, \"total_sessions\": 4, \"mean_week_duration\": 0.324}, \"13769\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-05-23 20:54:04.000000+00:00\", \"2021-03-03 21:17:24.000000+00:00\", \"2022-09-21 12:48:12.000000+00:00\"], \"session_ids\": [\"0122347a-b012-422a-8145-32f8a6c4a1fa\", \"e27ad724-c36d-4d7d-8317-7c9f7316d093\", \"b9472e78-6099-4d2b-b1c5-f6f391db5c4e\"], \"total_duration\": 47.0, \"total_sessions\": 3, \"mean_week_duration\": 0.58}, \"43957\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-04-20 20:21:00.000000+00:00\", \"2022-06-17 22:42:37.000000+00:00\", \"2020-12-08 05:06:19.000000+00:00\", \"2022-12-05 14:41:07.000000+00:00\", \"2020-03-14 07:48:21.000000+00:00\", \"2022-08-10 20:02:57.000000+00:00\", \"2023-01-27 07:02:39.000000+00:00\"], \"session_ids\": [\"b375441f-0d70-4e61-8b6a-1efb606c8df2\", \"1b1ccc7a-8801-4b6a-9e9c-6e9be3b87ef2\", \"61c18fd3-6132-444d-b3fc-0ca1af25a49d\", \"dc1af9f7-3144-4d60-bd2c-179a53a6ac7a\", \"04365518-60b0-4908-970b-53bf1e273bb8\", \"8aef4015-dcee-4e80-a8ae-cd141d1299f9\", \"e59386dc-0deb-4d2d-ae36-a0e84bd3bb89\"], \"total_duration\": 331.0, \"total_sessions\": 7, \"mean_week_duration\": 2.207}, \"25231\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-04-10 07:01:13.000000+00:00\", \"2023-02-17 13:08:59.000000+00:00\", \"2020-05-21 16:00:55.000000+00:00\", \"2022-10-11 10:35:11.000000+00:00\", \"2019-06-29 06:48:03.000000+00:00\", \"2019-04-20 00:34:02.000000+00:00\", \"2021-03-29 07:12:18.000000+00:00\", \"2022-06-10 04:33:35.000000+00:00\"], \"session_ids\": [\"718f4f84-2e19-4b88-a28c-745364689ee7\", \"e290c4f3-9dd6-4bef-881c-bbaafea6f8a5\", \"210d2523-f463-47ac-bd2d-d13d1147acc5\", \"d4b80d53-7f7a-4836-a258-8a2af46ec4e2\", \"eca2acf3-4e40-4be1-95b7-45e620e2283c\", \"abd94679-fd24-4196-9125-3ac7502c68ae\", \"ad2a914a-345e-4c45-b4f8-0f3203cf832b\", \"239cbaeb-933f-4dcd-858a-3e7249c42741\"], \"total_duration\": 1160.0, \"total_sessions\": 8, \"mean_week_duration\": 5.8}, \"42165\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-08-05 03:35:00.000000+00:00\", \"2022-01-20 15:14:14.000000+00:00\", \"2023-06-03 10:32:38.000000+00:00\", \"2019-12-14 21:28:55.000000+00:00\"], \"session_ids\": [\"79c70cdc-4d46-4e71-bfab-93e739a60cb6\", \"bdcab913-40fd-41e7-b334-db3d01dd613d\", \"9908d8de-5f86-44fc-8fb3-b475dc97b3c1\", \"bb2035eb-33b4-49ef-b51b-a89ff8c4866e\"], \"total_duration\": 36.0, \"total_sessions\": 4, \"mean_week_duration\": 0.18}, \"49179\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-02-26 12:09:44.000000+00:00\", \"2022-02-06 14:19:11.000000+00:00\"], \"session_ids\": [\"a13f45fb-b0e2-4483-ba7b-748c782f766a\", \"499dbfae-9d5e-4257-a37c-472a43f0ff31\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 1.01}, \"21723\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-09-12 19:03:43.000000+00:00\", \"2022-09-25 05:26:57.000000+00:00\"], \"session_ids\": [\"c4b0af7a-ed15-427e-af56-91a7b78ef1cd\", \"e9419c40-76f8-4386-9b4a-7b11e5de867a\"], \"total_duration\": 193.0, \"total_sessions\": 2, \"mean_week_duration\": 1.214}, \"60733\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-11-23 18:53:23.000000+00:00\", \"2021-04-08 00:07:59.000000+00:00\"], \"session_ids\": [\"a9d329a2-1f02-4ace-be81-ca267eb82323\", \"452ea367-366c-4f41-ac2d-96337a03f158\"], \"total_duration\": 380.0, \"total_sessions\": 2, \"mean_week_duration\": 5.278}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"43957\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-04-20 20:21:00.000000+00:00\", \"2022-06-17 22:42:37.000000+00:00\", \"2020-12-08 05:06:19.000000+00:00\", \"2022-12-05 14:41:07.000000+00:00\", \"2020-03-14 07:48:21.000000+00:00\", \"2022-08-10 20:02:57.000000+00:00\", \"2023-01-27 07:02:39.000000+00:00\"], \"session_ids\": [\"b375441f-0d70-4e61-8b6a-1efb606c8df2\", \"1b1ccc7a-8801-4b6a-9e9c-6e9be3b87ef2\", \"61c18fd3-6132-444d-b3fc-0ca1af25a49d\", \"dc1af9f7-3144-4d60-bd2c-179a53a6ac7a\", \"04365518-60b0-4908-970b-53bf1e273bb8\", \"8aef4015-dcee-4e80-a8ae-cd141d1299f9\", \"e59386dc-0deb-4d2d-ae36-a0e84bd3bb89\"], \"total_duration\": 331.0, \"total_sessions\": 7, \"mean_week_duration\": 2.207}}, {\"25231\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-04-10 07:01:13.000000+00:00\", \"2023-02-17 13:08:59.000000+00:00\", \"2020-05-21 16:00:55.000000+00:00\", \"2022-10-11 10:35:11.000000+00:00\", \"2019-06-29 06:48:03.000000+00:00\", \"2019-04-20 00:34:02.000000+00:00\", \"2021-03-29 07:12:18.000000+00:00\", \"2022-06-10 04:33:35.000000+00:00\"], \"session_ids\": [\"718f4f84-2e19-4b88-a28c-745364689ee7\", \"e290c4f3-9dd6-4bef-881c-bbaafea6f8a5\", \"210d2523-f463-47ac-bd2d-d13d1147acc5\", \"d4b80d53-7f7a-4836-a258-8a2af46ec4e2\", \"eca2acf3-4e40-4be1-95b7-45e620e2283c\", \"abd94679-fd24-4196-9125-3ac7502c68ae\", \"ad2a914a-345e-4c45-b4f8-0f3203cf832b\", \"239cbaeb-933f-4dcd-858a-3e7249c42741\"], \"total_duration\": 1160.0, \"total_sessions\": 8, \"mean_week_duration\": 5.8}}, {\"21723\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-09-12 19:03:43.000000+00:00\", \"2022-09-25 05:26:57.000000+00:00\"], \"session_ids\": [\"c4b0af7a-ed15-427e-af56-91a7b78ef1cd\", \"e9419c40-76f8-4386-9b4a-7b11e5de867a\"], \"total_duration\": 193.0, \"total_sessions\": 2, \"mean_week_duration\": 1.214}}, {\"49179\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-02-26 12:09:44.000000+00:00\", \"2022-02-06 14:19:11.000000+00:00\"], \"session_ids\": [\"a13f45fb-b0e2-4483-ba7b-748c782f766a\", \"499dbfae-9d5e-4257-a37c-472a43f0ff31\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 1.01}}, {\"60733\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-11-23 18:53:23.000000+00:00\", \"2021-04-08 00:07:59.000000+00:00\"], \"session_ids\": [\"a9d329a2-1f02-4ace-be81-ca267eb82323\", \"452ea367-366c-4f41-ac2d-96337a03f158\"], \"total_duration\": 380.0, \"total_sessions\": 2, \"mean_week_duration\": 5.278}}, {\"3248\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-06-25 00:10:10.000000+00:00\", \"2022-12-02 11:45:29.000000+00:00\", \"2021-10-31 15:00:42.000000+00:00\", \"2020-02-10 22:05:21.000000+00:00\"], \"session_ids\": [\"044fcf30-cf4c-41a3-a414-a5f2fe8c066e\", \"457bac3e-634d-4b6b-b13f-1f3bc92cb257\", \"418b5bd8-af70-40a9-9777-b4be87a4760a\", \"f1ab10ce-da41-4426-be58-94c5367ccb14\"], \"total_duration\": 57.0, \"total_sessions\": 4, \"mean_week_duration\": 0.324}}, {\"42165\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-08-05 03:35:00.000000+00:00\", \"2022-01-20 15:14:14.000000+00:00\", \"2023-06-03 10:32:38.000000+00:00\", \"2019-12-14 21:28:55.000000+00:00\"], \"session_ids\": [\"79c70cdc-4d46-4e71-bfab-93e739a60cb6\", \"bdcab913-40fd-41e7-b334-db3d01dd613d\", \"9908d8de-5f86-44fc-8fb3-b475dc97b3c1\", \"bb2035eb-33b4-49ef-b51b-a89ff8c4866e\"], \"total_duration\": 36.0, \"total_sessions\": 4, \"mean_week_duration\": 0.18}}, {\"13769\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-05-23 20:54:04.000000+00:00\", \"2021-03-03 21:17:24.000000+00:00\", \"2022-09-21 12:48:12.000000+00:00\"], \"session_ids\": [\"0122347a-b012-422a-8145-32f8a6c4a1fa\", \"e27ad724-c36d-4d7d-8317-7c9f7316d093\", \"b9472e78-6099-4d2b-b1c5-f6f391db5c4e\"], \"total_duration\": 47.0, \"total_sessions\": 3, \"mean_week_duration\": 0.58}}]\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[{\"43957\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-04-20 20:21:00.000000+00:00\", \"2022-06-17 22:42:37.000000+00:00\", \"2020-12-08 05:06:19.000000+00:00\", \"2022-12-05 14:41:07.000000+00:00\", \"2020-03-14 07:48:21.000000+00:00\", \"2022-08-10 20:02:57.000000+00:00\", \"2023-01-27 07:02:39.000000+00:00\"], \"session_ids\": [\"b375441f-0d70-4e61-8b6a-1efb606c8df2\", \"1b1ccc7a-8801-4b6a-9e9c-6e9be3b87ef2\", \"61c18fd3-6132-444d-b3fc-0ca1af25a49d\", \"dc1af9f7-3144-4d60-bd2c-179a53a6ac7a\", \"04365518-60b0-4908-970b-53bf1e273bb8\", \"8aef4015-dcee-4e80-a8ae-cd141d1299f9\", \"e59386dc-0deb-4d2d-ae36-a0e84bd3bb89\"], \"total_duration\": 331.0, \"total_sessions\": 7, \"mean_week_duration\": 2.207}}, {\"25231\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-04-10 07:01:13.000000+00:00\", \"2023-02-17 13:08:59.000000+00:00\", \"2020-05-21 16:00:55.000000+00:00\", \"2022-10-11 10:35:11.000000+00:00\", \"2019-06-29 06:48:03.000000+00:00\", \"2019-04-20 00:34:02.000000+00:00\", \"2021-03-29 07:12:18.000000+00:00\", \"2022-06-10 04:33:35.000000+00:00\"], \"session_ids\": [\"718f4f84-2e19-4b88-a28c-745364689ee7\", \"e290c4f3-9dd6-4bef-881c-bbaafea6f8a5\", \"210d2523-f463-47ac-bd2d-d13d1147acc5\", \"d4b80d53-7f7a-4836-a258-8a2af46ec4e2\", \"eca2acf3-4e40-4be1-95b7-45e620e2283c\", \"abd94679-fd24-4196-9125-3ac7502c68ae\", \"ad2a914a-345e-4c45-b4f8-0f3203cf832b\", \"239cbaeb-933f-4dcd-858a-3e7249c42741\"], \"total_duration\": 1160.0, \"total_sessions\": 8, \"mean_week_duration\": 5.8}}, {\"21723\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-09-12 19:03:43.000000+00:00\", \"2022-09-25 05:26:57.000000+00:00\"], \"session_ids\": [\"c4b0af7a-ed15-427e-af56-91a7b78ef1cd\", \"e9419c40-76f8-4386-9b4a-7b11e5de867a\"], \"total_duration\": 193.0, \"total_sessions\": 2, \"mean_week_duration\": 1.214}}, {\"49179\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-02-26 12:09:44.000000+00:00\", \"2022-02-06 14:19:11.000000+00:00\"], \"session_ids\": [\"a13f45fb-b0e2-4483-ba7b-748c782f766a\", \"499dbfae-9d5e-4257-a37c-472a43f0ff31\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 1.01}}]\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[{\"43957\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-04-20 20:21:00.000000+00:00\", \"2022-06-17 22:42:37.000000+00:00\", \"2020-12-08 05:06:19.000000+00:00\", \"2022-12-05 14:41:07.000000+00:00\", \"2020-03-14 07:48:21.000000+00:00\", \"2022-08-10 20:02:57.000000+00:00\", \"2023-01-27 07:02:39.000000+00:00\"], \"session_ids\": [\"b375441f-0d70-4e61-8b6a-1efb606c8df2\", \"1b1ccc7a-8801-4b6a-9e9c-6e9be3b87ef2\", \"61c18fd3-6132-444d-b3fc-0ca1af25a49d\", \"dc1af9f7-3144-4d60-bd2c-179a53a6ac7a\", \"04365518-60b0-4908-970b-53bf1e273bb8\", \"8aef4015-dcee-4e80-a8ae-cd141d1299f9\", \"e59386dc-0deb-4d2d-ae36-a0e84bd3bb89\"], \"total_duration\": 331.0, \"total_sessions\": 7, \"mean_week_duration\": 2.207}}, {\"25231\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-04-10 07:01:13.000000+00:00\", \"2023-02-17 13:08:59.000000+00:00\", \"2020-05-21 16:00:55.000000+00:00\", \"2022-10-11 10:35:11.000000+00:00\", \"2019-06-29 06:48:03.000000+00:00\", \"2019-04-20 00:34:02.000000+00:00\", \"2021-03-29 07:12:18.000000+00:00\", \"2022-06-10 04:33:35.000000+00:00\"], \"session_ids\": [\"718f4f84-2e19-4b88-a28c-745364689ee7\", \"e290c4f3-9dd6-4bef-881c-bbaafea6f8a5\", \"210d2523-f463-47ac-bd2d-d13d1147acc5\", \"d4b80d53-7f7a-4836-a258-8a2af46ec4e2\", \"eca2acf3-4e40-4be1-95b7-45e620e2283c\", \"abd94679-fd24-4196-9125-3ac7502c68ae\", \"ad2a914a-345e-4c45-b4f8-0f3203cf832b\", \"239cbaeb-933f-4dcd-858a-3e7249c42741\"], \"total_duration\": 1160.0, \"total_sessions\": 8, \"mean_week_duration\": 5.8}}, {\"21723\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-09-12 19:03:43.000000+00:00\", \"2022-09-25 05:26:57.000000+00:00\"], \"session_ids\": [\"c4b0af7a-ed15-427e-af56-91a7b78ef1cd\", \"e9419c40-76f8-4386-9b4a-7b11e5de867a\"], \"total_duration\": 193.0, \"total_sessions\": 2, \"mean_week_duration\": 1.214}}, {\"49179\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-02-26 12:09:44.000000+00:00\", \"2022-02-06 14:19:11.000000+00:00\"], \"session_ids\": [\"a13f45fb-b0e2-4483-ba7b-748c782f766a\", \"499dbfae-9d5e-4257-a37c-472a43f0ff31\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 1.01}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please provide insights on 6 users with a sessions count that is lower than 2, exclusive 2 , moreover put to use sorting by time spent on the site from the largest value to the smallest value , moreover keep only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"85403\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-12-29 18:26:45.000000+00:00\", \"2022-11-17 20:33:39.000000+00:00\", \"2019-07-02 10:00:10.000000+00:00\"], \"session_ids\": [\"5a88078d-5a0d-4a28-a320-ab20d20fc468\", \"2ab5bdb3-60c9-4272-a7a3-3cdd1aca537a\", \"33ab2c63-be68-46a2-8472-2afd861fcf00\"], \"total_duration\": 382.0, \"total_sessions\": 3, \"mean_week_duration\": 2.158}, \"99558\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-09-23 11:31:19.000000+00:00\", \"2022-11-25 03:00:30.000000+00:00\"], \"session_ids\": [\"2d420bf7-124f-4050-acec-cafcf7f327e5\", \"8b22f1a3-71af-42a3-9ddd-e689695de023\"], \"total_duration\": 275.0, \"total_sessions\": 2, \"mean_week_duration\": 4.508}, \"79718\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-10-04 19:22:48.000000+00:00\", \"2022-04-20 08:22:09.000000+00:00\"], \"session_ids\": [\"e587b070-2c20-4c81-83fe-a4c154ff7a7c\", \"b45d188b-efb3-41c3-b624-b24a98eef036\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 1.383}, \"3443\": {\"keyflows\": {\"Sign In Flow\": 10, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-11-11 09:46:41.000000+00:00\", \"2021-03-04 13:24:05.000000+00:00\"], \"session_ids\": [\"79841190-56b7-4485-a38c-33430c7eed66\", \"40be99da-fd82-487e-8557-950ef6114044\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 1.489}, \"35623\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-11-19 04:12:49.000000+00:00\", \"2019-08-09 23:53:25.000000+00:00\", \"2023-04-14 05:30:14.000000+00:00\", \"2021-12-17 12:47:36.000000+00:00\", \"2021-08-10 07:56:24.000000+00:00\", \"2023-06-23 16:43:01.000000+00:00\", \"2023-05-06 22:38:31.000000+00:00\", \"2022-04-25 06:28:44.000000+00:00\", \"2020-10-18 10:48:43.000000+00:00\", \"2022-01-07 21:45:47.000000+00:00\", \"2022-11-09 20:22:40.000000+00:00\"], \"session_ids\": [\"8b9ef1b8-f4ff-49c9-9e6c-7b012019eff6\", \"471e4a2e-79ba-43f2-a030-b440f5b2b00e\", \"89d578a6-4e5f-4295-b57d-846c9c53b51c\", \"41ab72f4-12d1-4860-9866-847cbb9f460f\", \"d36426de-cfaa-420a-a877-be8ebe81813b\", \"35e54b7a-fc02-4ece-be0c-a7efcb1878ff\", \"73037947-da42-44ed-9ec9-ae281a2cecb3\", \"c11a5a6c-6ba2-47e8-bde1-2713b684768a\", \"f5e9d464-a099-4c9e-8f41-b4bde48a1196\", \"1efcdced-b216-4385-83ee-e0c2fee39fc0\", \"1d070cbd-e235-4b61-ae05-3c790199a352\"], \"total_duration\": 29860.0, \"total_sessions\": 11, \"mean_week_duration\": 147.822}, \"30932\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-04-29 00:35:51.000000+00:00\", \"2022-03-11 04:43:35.000000+00:00\", \"2019-12-06 12:35:06.000000+00:00\", \"2022-05-01 05:13:13.000000+00:00\", \"2021-08-24 17:52:41.000000+00:00\", \"2022-12-23 16:20:29.000000+00:00\", \"2022-08-28 09:23:39.000000+00:00\", \"2023-01-10 11:31:20.000000+00:00\"], \"session_ids\": [\"f23d88d0-18d9-40aa-98e2-b89a207174fc\", \"9ab33db7-883e-4f0c-992d-84c4309d5e26\", \"1ada2de4-15fe-41aa-b324-c1924d0621cd\", \"18c72eac-e556-4258-8ade-82a803c9b158\", \"0c75c2d7-6287-4ae8-9c9b-8ca0be03f106\", \"217ef61a-8259-438b-8187-6308919cddee\", \"269f70a6-d77e-4359-8939-9a8f34b7e4d9\", \"123f53a3-d326-47fd-9323-2f5e8fe037f4\"], \"total_duration\": 3935.0, \"total_sessions\": 8, \"mean_week_duration\": 24.29}, \"4952\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-11-27 10:53:09.000000+00:00\", \"2020-08-20 17:10:48.000000+00:00\", \"2021-01-26 14:02:55.000000+00:00\", \"2019-11-26 01:32:52.000000+00:00\", \"2021-03-07 04:16:49.000000+00:00\", \"2019-04-19 12:01:53.000000+00:00\", \"2019-04-20 08:09:10.000000+00:00\", \"2022-05-09 16:51:16.000000+00:00\", \"2021-10-26 05:41:57.000000+00:00\", \"2023-05-11 07:50:12.000000+00:00\", \"2022-10-24 02:40:19.000000+00:00\"], \"session_ids\": [\"d8d2598a-cc0e-4b9c-b46d-47c8fd2c1762\", \"5fba129b-1c93-4896-89ea-a1f25f369cb8\", \"f4cf7e42-1876-4436-a8e1-21a2e29ddf7e\", \"075a20d5-72c9-44f7-88db-6b693f18190a\", \"03458081-03ee-49e0-8edd-adc3f82ab8c1\", \"a044cdbd-0b94-4a28-9452-0d4327d103bd\", \"424bb019-8c95-4d79-8c60-7f527480525a\", \"ead1b33e-8bdd-4662-a4df-d6c09173171c\", \"46fabbfb-10df-40b3-8667-b8b7eb806cbe\", \"7f1a62be-9fdf-4553-9451-4565bb54209c\", \"647543e6-c312-4b20-918b-90c98ddbe3a7\"], \"total_duration\": 33737.0, \"total_sessions\": 11, \"mean_week_duration\": 159.137}, \"77445\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-11-27 01:57:25.000000+00:00\", \"2023-06-04 01:01:39.000000+00:00\", \"2021-07-18 14:23:15.000000+00:00\"], \"session_ids\": [\"6a1873dc-969d-4dfe-bd3a-b92d6bf0ccea\", \"d968c253-034c-4c15-96e1-628a219788cc\", \"cf912691-20e6-4a19-a060-d4c2afeb2cbb\"], \"total_duration\": 848.0, \"total_sessions\": 3, \"mean_week_duration\": 8.653}, \"11004\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-10-27 16:01:16.000000+00:00\", \"2021-06-19 03:23:47.000000+00:00\", \"2022-02-20 12:57:12.000000+00:00\", \"2023-06-24 18:23:05.000000+00:00\"], \"session_ids\": [\"01b518e7-2a29-4fea-97d9-50c021d421bb\", \"3190a677-8a23-47ac-ac22-52558f6d675a\", \"181cf5da-a007-42c7-98f0-16f192d2c238\", \"5471d5b6-cd0b-48da-a5f0-c180f7cce733\"], \"total_duration\": 268.0, \"total_sessions\": 4, \"mean_week_duration\": 1.403}, \"69094\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-10-27 11:04:09.000000+00:00\", \"2022-07-11 09:11:07.000000+00:00\"], \"session_ids\": [\"38eb8db2-5f12-4127-a603-ace26c165fb1\", \"519aebc6-1501-4ef0-bd78-737c67e5e510\"], \"total_duration\": 170.0, \"total_sessions\": 2, \"mean_week_duration\": 10.625}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are less than 2"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\"]]}, \"all_values\": {\"total_sessions\": [[2, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about 7 users who are inhabitants of city Vienna additionaly implement sorting by sum of duration from the largest to the smallest."
}
] |
[
{
"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{\"63940\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-04-22 06:11:31.000000+00:00\", \"2022-07-06 07:59:43.000000+00:00\", \"2019-11-15 07:37:49.000000+00:00\"], \"session_ids\": [\"14db4975-bf01-4efc-98e0-7e6ff4fab12f\", \"099aff87-834f-439d-ad0a-f14a88ae5cb1\", \"73b12a7a-16be-42bd-84ae-ae2d0e7a7faa\"], \"total_duration\": 485.0, \"total_sessions\": 3, \"mean_week_duration\": 3.514}, \"59961\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-12-20 10:29:57.000000+00:00\", \"2019-07-24 20:15:15.000000+00:00\", \"2020-08-15 04:02:38.000000+00:00\", \"2022-01-15 20:30:05.000000+00:00\", \"2020-12-17 14:21:42.000000+00:00\"], \"session_ids\": [\"d790f4a3-de72-4730-b214-c55ab4568d81\", \"8bf796bf-923e-47f3-9d5e-38a2ca0807af\", \"083214fe-599d-4005-bdee-d6a57b25ac96\", \"fb7064ba-134e-4347-95a6-dca74db9491e\", \"70ba89e0-432b-4e56-ad85-f6b7c87e2beb\"], \"total_duration\": 755.0, \"total_sessions\": 5, \"mean_week_duration\": 4.242}, \"74306\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-05-05 19:27:42.000000+00:00\", \"2021-12-17 17:37:36.000000+00:00\", \"2019-09-12 19:18:42.000000+00:00\", \"2021-09-16 08:18:44.000000+00:00\", \"2019-11-30 03:49:38.000000+00:00\", \"2022-01-27 04:25:46.000000+00:00\"], \"session_ids\": [\"90bea197-8261-4f65-98d8-1e43611f51ed\", \"05a7acf4-5dae-4180-81ff-add60f5397e0\", \"a9ca0b54-025f-4b5e-acc9-56e67a042b7a\", \"66479b40-5ce5-489b-918f-e08f75dc215e\", \"7d386498-0675-4890-9324-8463f09f2081\", \"f7026554-b228-4d4f-9bae-cd2d85d50ae1\"], \"total_duration\": 60.0, \"total_sessions\": 6, \"mean_week_duration\": 0.484}, \"97549\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-09-23 22:32:16.000000+00:00\", \"2020-01-10 22:05:27.000000+00:00\", \"2020-11-21 10:09:03.000000+00:00\", \"2022-07-05 03:43:46.000000+00:00\", \"2021-12-30 16:49:43.000000+00:00\"], \"session_ids\": [\"16a0bb5a-6ded-4c48-a474-4e94537486e8\", \"912e2c1a-e7eb-4077-bf31-1875eaa41a02\", \"eefe67ad-6144-46f4-a2ad-26d792fdbd01\", \"642b9f5d-6963-4d60-90a2-b9d2cd4e715b\", \"c898635c-9a48-41d8-b7f9-26781962d90e\"], \"total_duration\": 975.0, \"total_sessions\": 5, \"mean_week_duration\": 6.724}, \"31486\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-02-09 05:40:43.000000+00:00\", \"2022-11-27 10:08:00.000000+00:00\", \"2020-09-19 11:51:17.000000+00:00\", \"2020-06-05 16:23:37.000000+00:00\", \"2023-03-20 19:14:10.000000+00:00\"], \"session_ids\": [\"88519364-142f-4f1a-84ea-0f087b05f795\", \"d02a47d7-64f7-4239-9326-5d8f52443965\", \"cace2b49-af70-4693-96b0-29b12fda0b25\", \"097c7bc7-9e48-4f14-b9c8-e4ab5c29f26c\", \"59dc5c3c-295f-48d7-8be7-aa6560db37d1\"], \"total_duration\": 3255.0, \"total_sessions\": 5, \"mean_week_duration\": 15.14}, \"36486\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-07-12 05:25:46.000000+00:00\", \"2022-04-24 10:44:58.000000+00:00\", \"2021-05-13 06:13:15.000000+00:00\"], \"session_ids\": [\"95207264-776d-4963-a353-9c9923160a6a\", \"0534b005-263a-41ab-ae8e-b5e1e0f26877\", \"caefffa7-e677-4442-9b45-8439e289d61a\"], \"total_duration\": 28.0, \"total_sessions\": 3, \"mean_week_duration\": 0.56}, \"24456\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-01-19 10:54:05.000000+00:00\", \"2021-12-31 00:52:37.000000+00:00\", \"2019-08-05 08:26:08.000000+00:00\"], \"session_ids\": [\"b97ed7ac-199f-4472-8e85-6749e17dc5d7\", \"6903edbe-383d-4229-a6b2-431511e97223\", \"ce8ba49c-8f29-4036-b288-58e338e836f6\"], \"total_duration\": 610.0, \"total_sessions\": 3, \"mean_week_duration\": 4.729}, \"27070\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-01-11 01:36:20.000000+00:00\", \"2019-07-15 12:17:46.000000+00:00\"], \"session_ids\": [\"d4d35d28-63ab-4ca5-81d0-1c873a596b5c\", \"194e11f7-356d-4422-af62-a0b32e6e6cac\"], \"total_duration\": 440.0, \"total_sessions\": 2, \"mean_week_duration\": 16.296}, \"73273\": {\"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\": \"Nassau\", \"datetimes\": [\"2019-11-22 18:21:31.000000+00:00\", \"2023-06-12 04:35:20.000000+00:00\", \"2019-12-04 00:05:11.000000+00:00\", \"2020-08-28 02:29:27.000000+00:00\", \"2023-06-13 02:13:06.000000+00:00\", \"2022-12-10 17:22:18.000000+00:00\", \"2022-12-23 13:47:43.000000+00:00\", \"2021-05-17 08:14:50.000000+00:00\"], \"session_ids\": [\"608448f1-3549-4f7b-b278-158515006bcc\", \"5c5eff6a-3f66-40f1-906c-bcfd44dc4ace\", \"3fe5f519-22d9-4ace-83bf-a9c08a730202\", \"97462457-6649-4d99-a8ed-d0e6e2ecc676\", \"8bf3ce15-c70a-4872-af8e-2564b5c9c792\", \"db509224-63b3-4e1c-aec2-99480bc6fac8\", \"13c26a4f-756b-4afc-8f17-530445bbf717\", \"162b7060-51e6-43c9-a835-0a4f7dd03ab4\"], \"total_duration\": 212.0, \"total_sessions\": 8, \"mean_week_duration\": 1.14}, \"56705\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-06-09 13:27:00.000000+00:00\", \"2019-05-18 22:39:52.000000+00:00\", \"2020-02-21 07:40:52.000000+00:00\", \"2019-05-21 18:02:44.000000+00:00\", \"2022-05-05 11:29:08.000000+00:00\"], \"session_ids\": [\"7c6ce373-c075-47e0-8335-159119508206\", \"3838de57-a192-4f1e-8440-bc7df2ab09c0\", \"73e6ccee-02f6-4722-a454-9ae52369ee9d\", \"d00b55de-1d4d-4d0b-b276-85fc50d9396c\", \"093a864c-7210-4322-bdbc-a3cd07423d1b\"], \"total_duration\": 132.0, \"total_sessions\": 5, \"mean_week_duration\": 0.623}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is Vienna"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Vienna\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about users with a average week duration of sessions that is higher than 43 and lower than 18 plus put to use sorting by total_sessions ascendingly in addition save only 4 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"29216\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-09-29 08:59:50.000000+00:00\", \"2021-09-15 03:40:09.000000+00:00\", \"2022-08-10 07:50:39.000000+00:00\", \"2020-12-26 08:09:34.000000+00:00\", \"2021-12-21 19:05:08.000000+00:00\", \"2023-04-22 18:37:15.000000+00:00\"], \"session_ids\": [\"82443489-32d0-4b0a-bb07-960a05700430\", \"80949a2c-4c4c-4427-a2ad-09492eda9847\", \"8f542c95-2e1e-4256-bf0a-60b924b05ea1\", \"604d1207-6d8c-4b10-a6ce-d576bc33a51e\", \"65b19cfd-f742-44e0-84cb-3cd178e5c2e9\", \"41676bc0-c33f-4c7e-bbb4-3b888317fd20\"], \"total_duration\": 102.0, \"total_sessions\": 6, \"mean_week_duration\": 0.548}, \"46770\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-10-14 08:05:25.000000+00:00\", \"2022-02-07 09:25:59.000000+00:00\", \"2019-07-24 09:58:07.000000+00:00\", \"2023-06-05 04:25:12.000000+00:00\"], \"session_ids\": [\"161dcd8b-de15-4551-81dd-5f0061e0b1fe\", \"6de7972c-cd4d-4f8a-8c07-85563f3117b3\", \"83f1bc19-db83-4cc9-9625-090024140719\", \"45b63f35-0c55-4c1f-8b2b-47141bac6e3a\"], \"total_duration\": 87.0, \"total_sessions\": 4, \"mean_week_duration\": 0.431}, \"39552\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-11-24 15:13:37.000000+00:00\", \"2022-06-26 23:50:39.000000+00:00\"], \"session_ids\": [\"cb633494-85cc-4538-8a29-f32bf1e14a16\", \"950bb206-642b-40e5-bc3d-e26cd0a4e158\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.541}, \"32392\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-08-14 02:28:58.000000+00:00\", \"2022-05-08 03:55:33.000000+00:00\", \"2020-10-23 10:58:48.000000+00:00\"], \"session_ids\": [\"5a60d911-2f86-4b75-8bbc-239b81a13505\", \"59a6f060-820b-44eb-8779-dfd2ecf6af32\", \"c2515a97-8bbf-406b-ac56-abd50474fa0d\"], \"total_duration\": 81.0, \"total_sessions\": 3, \"mean_week_duration\": 0.89}, \"79647\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-13 05:51:05.000000+00:00\", \"2020-04-10 10:11:50.000000+00:00\"], \"session_ids\": [\"ec27de0d-fb8c-4bad-8fa0-f26030c7fa58\", \"734a2506-676f-43e5-b319-8e6a132fa781\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.446}, \"74912\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-07-25 06:38:40.000000+00:00\", \"2021-10-26 18:18:05.000000+00:00\", \"2022-07-09 11:06:53.000000+00:00\"], \"session_ids\": [\"f3890e29-878a-4355-ba80-8b9348cc09f1\", \"4c447d64-18e2-4750-9546-ee7ff6d36a8f\", \"19847913-9cfe-4743-95e4-7957d20c2995\"], \"total_duration\": 592.0, \"total_sessions\": 3, \"mean_week_duration\": 3.819}, \"2487\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-06-27 15:10:19.000000+00:00\", \"2019-08-01 01:02:28.000000+00:00\", \"2019-08-27 05:50:52.000000+00:00\", \"2023-04-17 13:40:15.000000+00:00\", \"2023-06-09 17:36:53.000000+00:00\"], \"session_ids\": [\"cf8df5a8-2c54-4900-979d-3ba74bcd476a\", \"809801ac-6b01-4ea5-a099-81039b06ac66\", \"dc560285-ad3d-4f41-b3dd-173f443a4de9\", \"17d04c8c-bea7-4793-881a-5396daceb086\", \"0936672e-d3a1-420f-a7e3-8043aba19d47\"], \"total_duration\": 486.0, \"total_sessions\": 5, \"mean_week_duration\": 2.406}, \"74215\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-07-05 01:51:08.000000+00:00\", \"2022-10-09 03:52:25.000000+00:00\", \"2020-03-05 04:21:42.000000+00:00\", \"2019-01-15 01:53:16.000000+00:00\", \"2020-06-02 23:19:27.000000+00:00\", \"2020-06-05 10:54:53.000000+00:00\", \"2019-06-09 14:51:06.000000+00:00\", \"2022-03-04 12:34:39.000000+00:00\", \"2022-03-01 02:41:28.000000+00:00\", \"2021-05-08 19:40:43.000000+00:00\", \"2021-11-19 22:21:12.000000+00:00\"], \"session_ids\": [\"811d2325-756e-4b41-b132-8a85eb8e6552\", \"1d5ec5f5-8f94-469d-b636-4474bb9e7f94\", \"6b7c0ba7-6c2f-40c9-8d53-fcdccd420023\", \"8f3d6065-f99e-469b-85d5-30f7ea11ffdb\", \"7d12e15c-6d36-4c0d-9a01-2b7482bb8630\", \"8ae146da-fa74-44b4-8871-cd851f6b762a\", \"2018a7f7-eb76-4115-b654-2aadb8159cf4\", \"b9a8f3f6-ca17-4d2f-b23b-949f9022d327\", \"71c3c01b-ed73-4bfa-9614-321be59dbfa7\", \"9f7fb27e-16f0-406e-b810-901323f42a96\", \"a388edea-9360-455a-95aa-9b36809d7b02\"], \"total_duration\": 3224.0, \"total_sessions\": 11, \"mean_week_duration\": 16.533}, \"63001\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-22 08:24:50.000000+00:00\", \"2020-02-03 11:32:57.000000+00:00\"], \"session_ids\": [\"b09bf81b-1d7e-4916-acae-b22f2815205a\", \"002eba0a-1b49-4ff4-9f89-023cd842851e\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 2.059}, \"96549\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-09-20 08:40:55.000000+00:00\", \"2019-11-12 06:48:21.000000+00:00\"], \"session_ids\": [\"6d76434c-6a0b-4352-a063-2bb01fa0532d\", \"b72e821e-10b4-4882-94dc-808ee5bee230\"], \"total_duration\": 121.0, \"total_sessions\": 2, \"mean_week_duration\": 2.689}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or less than 18 and are equal or greater than 43"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[18, 43]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"29216\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-09-29 08:59:50.000000+00:00\", \"2021-09-15 03:40:09.000000+00:00\", \"2022-08-10 07:50:39.000000+00:00\", \"2020-12-26 08:09:34.000000+00:00\", \"2021-12-21 19:05:08.000000+00:00\", \"2023-04-22 18:37:15.000000+00:00\"], \"session_ids\": [\"82443489-32d0-4b0a-bb07-960a05700430\", \"80949a2c-4c4c-4427-a2ad-09492eda9847\", \"8f542c95-2e1e-4256-bf0a-60b924b05ea1\", \"604d1207-6d8c-4b10-a6ce-d576bc33a51e\", \"65b19cfd-f742-44e0-84cb-3cd178e5c2e9\", \"41676bc0-c33f-4c7e-bbb4-3b888317fd20\"], \"total_duration\": 102.0, \"total_sessions\": 6, \"mean_week_duration\": 0.548}, \"46770\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-10-14 08:05:25.000000+00:00\", \"2022-02-07 09:25:59.000000+00:00\", \"2019-07-24 09:58:07.000000+00:00\", \"2023-06-05 04:25:12.000000+00:00\"], \"session_ids\": [\"161dcd8b-de15-4551-81dd-5f0061e0b1fe\", \"6de7972c-cd4d-4f8a-8c07-85563f3117b3\", \"83f1bc19-db83-4cc9-9625-090024140719\", \"45b63f35-0c55-4c1f-8b2b-47141bac6e3a\"], \"total_duration\": 87.0, \"total_sessions\": 4, \"mean_week_duration\": 0.431}, \"39552\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-11-24 15:13:37.000000+00:00\", \"2022-06-26 23:50:39.000000+00:00\"], \"session_ids\": [\"cb633494-85cc-4538-8a29-f32bf1e14a16\", \"950bb206-642b-40e5-bc3d-e26cd0a4e158\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.541}, \"32392\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-08-14 02:28:58.000000+00:00\", \"2022-05-08 03:55:33.000000+00:00\", \"2020-10-23 10:58:48.000000+00:00\"], \"session_ids\": [\"5a60d911-2f86-4b75-8bbc-239b81a13505\", \"59a6f060-820b-44eb-8779-dfd2ecf6af32\", \"c2515a97-8bbf-406b-ac56-abd50474fa0d\"], \"total_duration\": 81.0, \"total_sessions\": 3, \"mean_week_duration\": 0.89}, \"79647\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-13 05:51:05.000000+00:00\", \"2020-04-10 10:11:50.000000+00:00\"], \"session_ids\": [\"ec27de0d-fb8c-4bad-8fa0-f26030c7fa58\", \"734a2506-676f-43e5-b319-8e6a132fa781\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.446}, \"74912\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-07-25 06:38:40.000000+00:00\", \"2021-10-26 18:18:05.000000+00:00\", \"2022-07-09 11:06:53.000000+00:00\"], \"session_ids\": [\"f3890e29-878a-4355-ba80-8b9348cc09f1\", \"4c447d64-18e2-4750-9546-ee7ff6d36a8f\", \"19847913-9cfe-4743-95e4-7957d20c2995\"], \"total_duration\": 592.0, \"total_sessions\": 3, \"mean_week_duration\": 3.819}, \"2487\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-06-27 15:10:19.000000+00:00\", \"2019-08-01 01:02:28.000000+00:00\", \"2019-08-27 05:50:52.000000+00:00\", \"2023-04-17 13:40:15.000000+00:00\", \"2023-06-09 17:36:53.000000+00:00\"], \"session_ids\": [\"cf8df5a8-2c54-4900-979d-3ba74bcd476a\", \"809801ac-6b01-4ea5-a099-81039b06ac66\", \"dc560285-ad3d-4f41-b3dd-173f443a4de9\", \"17d04c8c-bea7-4793-881a-5396daceb086\", \"0936672e-d3a1-420f-a7e3-8043aba19d47\"], \"total_duration\": 486.0, \"total_sessions\": 5, \"mean_week_duration\": 2.406}, \"74215\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-07-05 01:51:08.000000+00:00\", \"2022-10-09 03:52:25.000000+00:00\", \"2020-03-05 04:21:42.000000+00:00\", \"2019-01-15 01:53:16.000000+00:00\", \"2020-06-02 23:19:27.000000+00:00\", \"2020-06-05 10:54:53.000000+00:00\", \"2019-06-09 14:51:06.000000+00:00\", \"2022-03-04 12:34:39.000000+00:00\", \"2022-03-01 02:41:28.000000+00:00\", \"2021-05-08 19:40:43.000000+00:00\", \"2021-11-19 22:21:12.000000+00:00\"], \"session_ids\": [\"811d2325-756e-4b41-b132-8a85eb8e6552\", \"1d5ec5f5-8f94-469d-b636-4474bb9e7f94\", \"6b7c0ba7-6c2f-40c9-8d53-fcdccd420023\", \"8f3d6065-f99e-469b-85d5-30f7ea11ffdb\", \"7d12e15c-6d36-4c0d-9a01-2b7482bb8630\", \"8ae146da-fa74-44b4-8871-cd851f6b762a\", \"2018a7f7-eb76-4115-b654-2aadb8159cf4\", \"b9a8f3f6-ca17-4d2f-b23b-949f9022d327\", \"71c3c01b-ed73-4bfa-9614-321be59dbfa7\", \"9f7fb27e-16f0-406e-b810-901323f42a96\", \"a388edea-9360-455a-95aa-9b36809d7b02\"], \"total_duration\": 3224.0, \"total_sessions\": 11, \"mean_week_duration\": 16.533}, \"63001\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-22 08:24:50.000000+00:00\", \"2020-02-03 11:32:57.000000+00:00\"], \"session_ids\": [\"b09bf81b-1d7e-4916-acae-b22f2815205a\", \"002eba0a-1b49-4ff4-9f89-023cd842851e\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 2.059}, \"96549\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-09-20 08:40:55.000000+00:00\", \"2019-11-12 06:48:21.000000+00:00\"], \"session_ids\": [\"6d76434c-6a0b-4352-a063-2bb01fa0532d\", \"b72e821e-10b4-4882-94dc-808ee5bee230\"], \"total_duration\": 121.0, \"total_sessions\": 2, \"mean_week_duration\": 2.689}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"39552\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-11-24 15:13:37.000000+00:00\", \"2022-06-26 23:50:39.000000+00:00\"], \"session_ids\": [\"cb633494-85cc-4538-8a29-f32bf1e14a16\", \"950bb206-642b-40e5-bc3d-e26cd0a4e158\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.541}}, {\"79647\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-13 05:51:05.000000+00:00\", \"2020-04-10 10:11:50.000000+00:00\"], \"session_ids\": [\"ec27de0d-fb8c-4bad-8fa0-f26030c7fa58\", \"734a2506-676f-43e5-b319-8e6a132fa781\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.446}}, {\"63001\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-22 08:24:50.000000+00:00\", \"2020-02-03 11:32:57.000000+00:00\"], \"session_ids\": [\"b09bf81b-1d7e-4916-acae-b22f2815205a\", \"002eba0a-1b49-4ff4-9f89-023cd842851e\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 2.059}}, {\"96549\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-09-20 08:40:55.000000+00:00\", \"2019-11-12 06:48:21.000000+00:00\"], \"session_ids\": [\"6d76434c-6a0b-4352-a063-2bb01fa0532d\", \"b72e821e-10b4-4882-94dc-808ee5bee230\"], \"total_duration\": 121.0, \"total_sessions\": 2, \"mean_week_duration\": 2.689}}, {\"32392\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-08-14 02:28:58.000000+00:00\", \"2022-05-08 03:55:33.000000+00:00\", \"2020-10-23 10:58:48.000000+00:00\"], \"session_ids\": [\"5a60d911-2f86-4b75-8bbc-239b81a13505\", \"59a6f060-820b-44eb-8779-dfd2ecf6af32\", \"c2515a97-8bbf-406b-ac56-abd50474fa0d\"], \"total_duration\": 81.0, \"total_sessions\": 3, \"mean_week_duration\": 0.89}}, {\"74912\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-07-25 06:38:40.000000+00:00\", \"2021-10-26 18:18:05.000000+00:00\", \"2022-07-09 11:06:53.000000+00:00\"], \"session_ids\": [\"f3890e29-878a-4355-ba80-8b9348cc09f1\", \"4c447d64-18e2-4750-9546-ee7ff6d36a8f\", \"19847913-9cfe-4743-95e4-7957d20c2995\"], \"total_duration\": 592.0, \"total_sessions\": 3, \"mean_week_duration\": 3.819}}, {\"46770\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-10-14 08:05:25.000000+00:00\", \"2022-02-07 09:25:59.000000+00:00\", \"2019-07-24 09:58:07.000000+00:00\", \"2023-06-05 04:25:12.000000+00:00\"], \"session_ids\": [\"161dcd8b-de15-4551-81dd-5f0061e0b1fe\", \"6de7972c-cd4d-4f8a-8c07-85563f3117b3\", \"83f1bc19-db83-4cc9-9625-090024140719\", \"45b63f35-0c55-4c1f-8b2b-47141bac6e3a\"], \"total_duration\": 87.0, \"total_sessions\": 4, \"mean_week_duration\": 0.431}}, {\"2487\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-06-27 15:10:19.000000+00:00\", \"2019-08-01 01:02:28.000000+00:00\", \"2019-08-27 05:50:52.000000+00:00\", \"2023-04-17 13:40:15.000000+00:00\", \"2023-06-09 17:36:53.000000+00:00\"], \"session_ids\": [\"cf8df5a8-2c54-4900-979d-3ba74bcd476a\", \"809801ac-6b01-4ea5-a099-81039b06ac66\", \"dc560285-ad3d-4f41-b3dd-173f443a4de9\", \"17d04c8c-bea7-4793-881a-5396daceb086\", \"0936672e-d3a1-420f-a7e3-8043aba19d47\"], \"total_duration\": 486.0, \"total_sessions\": 5, \"mean_week_duration\": 2.406}}, {\"29216\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-09-29 08:59:50.000000+00:00\", \"2021-09-15 03:40:09.000000+00:00\", \"2022-08-10 07:50:39.000000+00:00\", \"2020-12-26 08:09:34.000000+00:00\", \"2021-12-21 19:05:08.000000+00:00\", \"2023-04-22 18:37:15.000000+00:00\"], \"session_ids\": [\"82443489-32d0-4b0a-bb07-960a05700430\", \"80949a2c-4c4c-4427-a2ad-09492eda9847\", \"8f542c95-2e1e-4256-bf0a-60b924b05ea1\", \"604d1207-6d8c-4b10-a6ce-d576bc33a51e\", \"65b19cfd-f742-44e0-84cb-3cd178e5c2e9\", \"41676bc0-c33f-4c7e-bbb4-3b888317fd20\"], \"total_duration\": 102.0, \"total_sessions\": 6, \"mean_week_duration\": 0.548}}, {\"74215\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-07-05 01:51:08.000000+00:00\", \"2022-10-09 03:52:25.000000+00:00\", \"2020-03-05 04:21:42.000000+00:00\", \"2019-01-15 01:53:16.000000+00:00\", \"2020-06-02 23:19:27.000000+00:00\", \"2020-06-05 10:54:53.000000+00:00\", \"2019-06-09 14:51:06.000000+00:00\", \"2022-03-04 12:34:39.000000+00:00\", \"2022-03-01 02:41:28.000000+00:00\", \"2021-05-08 19:40:43.000000+00:00\", \"2021-11-19 22:21:12.000000+00:00\"], \"session_ids\": [\"811d2325-756e-4b41-b132-8a85eb8e6552\", \"1d5ec5f5-8f94-469d-b636-4474bb9e7f94\", \"6b7c0ba7-6c2f-40c9-8d53-fcdccd420023\", \"8f3d6065-f99e-469b-85d5-30f7ea11ffdb\", \"7d12e15c-6d36-4c0d-9a01-2b7482bb8630\", \"8ae146da-fa74-44b4-8871-cd851f6b762a\", \"2018a7f7-eb76-4115-b654-2aadb8159cf4\", \"b9a8f3f6-ca17-4d2f-b23b-949f9022d327\", \"71c3c01b-ed73-4bfa-9614-321be59dbfa7\", \"9f7fb27e-16f0-406e-b810-901323f42a96\", \"a388edea-9360-455a-95aa-9b36809d7b02\"], \"total_duration\": 3224.0, \"total_sessions\": 11, \"mean_week_duration\": 16.533}}]\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[{\"39552\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-11-24 15:13:37.000000+00:00\", \"2022-06-26 23:50:39.000000+00:00\"], \"session_ids\": [\"cb633494-85cc-4538-8a29-f32bf1e14a16\", \"950bb206-642b-40e5-bc3d-e26cd0a4e158\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.541}}, {\"79647\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-13 05:51:05.000000+00:00\", \"2020-04-10 10:11:50.000000+00:00\"], \"session_ids\": [\"ec27de0d-fb8c-4bad-8fa0-f26030c7fa58\", \"734a2506-676f-43e5-b319-8e6a132fa781\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.446}}, {\"63001\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-22 08:24:50.000000+00:00\", \"2020-02-03 11:32:57.000000+00:00\"], \"session_ids\": [\"b09bf81b-1d7e-4916-acae-b22f2815205a\", \"002eba0a-1b49-4ff4-9f89-023cd842851e\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 2.059}}, {\"96549\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-09-20 08:40:55.000000+00:00\", \"2019-11-12 06:48:21.000000+00:00\"], \"session_ids\": [\"6d76434c-6a0b-4352-a063-2bb01fa0532d\", \"b72e821e-10b4-4882-94dc-808ee5bee230\"], \"total_duration\": 121.0, \"total_sessions\": 2, \"mean_week_duration\": 2.689}}]\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[{\"39552\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-11-24 15:13:37.000000+00:00\", \"2022-06-26 23:50:39.000000+00:00\"], \"session_ids\": [\"cb633494-85cc-4538-8a29-f32bf1e14a16\", \"950bb206-642b-40e5-bc3d-e26cd0a4e158\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.541}}, {\"79647\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-13 05:51:05.000000+00:00\", \"2020-04-10 10:11:50.000000+00:00\"], \"session_ids\": [\"ec27de0d-fb8c-4bad-8fa0-f26030c7fa58\", \"734a2506-676f-43e5-b319-8e6a132fa781\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.446}}, {\"63001\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-22 08:24:50.000000+00:00\", \"2020-02-03 11:32:57.000000+00:00\"], \"session_ids\": [\"b09bf81b-1d7e-4916-acae-b22f2815205a\", \"002eba0a-1b49-4ff4-9f89-023cd842851e\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 2.059}}, {\"96549\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-09-20 08:40:55.000000+00:00\", \"2019-11-12 06:48:21.000000+00:00\"], \"session_ids\": [\"6d76434c-6a0b-4352-a063-2bb01fa0532d\", \"b72e821e-10b4-4882-94dc-808ee5bee230\"], \"total_duration\": 121.0, \"total_sessions\": 2, \"mean_week_duration\": 2.689}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about users who are currently living in city Madrid , apply sorting by number of sessions in descending order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"1940\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-11-01 09:26:14.000000+00:00\", \"2019-12-09 16:25:48.000000+00:00\", \"2023-06-16 08:08:55.000000+00:00\", \"2020-02-06 23:05:04.000000+00:00\"], \"session_ids\": [\"c25bdd2f-d4ae-4a3f-8104-00a659a4c7c9\", \"4064ce0c-53c0-4a5b-929a-52f9ae89dcd5\", \"ba7b76f4-d598-4d46-a877-cf03e6d10029\", \"a0a944af-385d-4e2a-8684-2d4f78c378d9\"], \"total_duration\": 1827.0, \"total_sessions\": 4, \"mean_week_duration\": 9.929}, \"3041\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-05 02:11:38.000000+00:00\", \"2022-09-25 19:57:52.000000+00:00\", \"2022-12-10 12:50:03.000000+00:00\"], \"session_ids\": [\"50248102-f6dd-40d0-b52b-0a900f5b00c0\", \"9a7719d8-8ed7-4226-85dc-f989b4980f5b\", \"0bd219d6-b868-4393-8da0-cb5878404ab4\"], \"total_duration\": 115.0, \"total_sessions\": 3, \"mean_week_duration\": 1.62}, \"61593\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-03-23 01:43:59.000000+00:00\", \"2019-07-10 18:36:35.000000+00:00\", \"2020-01-01 15:56:34.000000+00:00\", \"2023-06-04 23:28:24.000000+00:00\", \"2021-12-12 05:35:16.000000+00:00\", \"2022-12-02 12:21:45.000000+00:00\", \"2020-02-06 01:10:59.000000+00:00\", \"2022-06-04 10:13:51.000000+00:00\", \"2020-12-01 13:32:39.000000+00:00\", \"2020-11-18 21:10:46.000000+00:00\"], \"session_ids\": [\"95b8f2fd-db48-4178-b14d-a0508e09e585\", \"070bd84f-1ced-40e9-8246-ea9a48aced05\", \"7da41856-4fa4-49b2-8070-37618f6183c4\", \"c6081e71-9797-4d59-a74c-c28258ad51d7\", \"5a4361b0-3cf0-49b0-bd6a-e9f26b9c48aa\", \"e8f61544-140a-400f-961a-84265da6bbd8\", \"7a5f8fe3-a0a2-4bb9-b938-06ec5b5bec35\", \"69069e71-9626-417c-b5c7-42b387106753\", \"0b672a0e-7a5a-463b-87bd-34100c1b2f54\", \"c1427526-9db3-48c4-ae75-fb3a5c4a6efc\"], \"total_duration\": 139.0, \"total_sessions\": 10, \"mean_week_duration\": 0.681}, \"88786\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-07-28 01:08:45.000000+00:00\", \"2021-10-12 09:00:08.000000+00:00\"], \"session_ids\": [\"7467901d-f872-4d30-b326-bfe083dd2a20\", \"1d55ed1a-fc88-4c2b-b3e2-079789fcd014\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 1.444}, \"3782\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-10-20 17:40:08.000000+00:00\", \"2023-05-08 00:21:31.000000+00:00\"], \"session_ids\": [\"c40e960e-b700-4436-b9ce-81b373a59e7e\", \"8fb4b93e-1b87-4303-a0bc-ebe3804113c0\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.333}, \"28138\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-04-02 14:21:07.000000+00:00\", \"2022-03-26 22:50:47.000000+00:00\", \"2019-06-21 18:19:41.000000+00:00\"], \"session_ids\": [\"5349c73a-a2f8-4eee-bc36-85acb03aedf7\", \"71ac54da-093b-4a53-86a8-4bdbcb1e89c7\", \"c75cffb7-714a-4592-bec9-920be3d6a9b3\"], \"total_duration\": 497.0, \"total_sessions\": 3, \"mean_week_duration\": 3.186}, \"81009\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-11-18 18:28:36.000000+00:00\", \"2023-05-26 14:29:46.000000+00:00\", \"2019-06-20 18:48:13.000000+00:00\", \"2021-03-23 04:23:51.000000+00:00\"], \"session_ids\": [\"b846af5f-cdee-4aa4-99e0-94791a65a844\", \"47d044d3-cf1e-433a-abeb-028e1cb0ce1c\", \"f84bc0c5-35d2-4654-9028-b420c69ca0e7\", \"172f8e42-1a6c-4d58-b47f-c74f1a695428\"], \"total_duration\": 88.0, \"total_sessions\": 4, \"mean_week_duration\": 0.429}, \"65040\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2019-01-23 14:09:56.000000+00:00\", \"2019-09-14 13:05:51.000000+00:00\"], \"session_ids\": [\"ec21f741-f1a4-4fc4-906e-07eba63d7712\", \"6eaada52-5713-43c5-a8a3-2ffb4e7fcebb\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 10.735}, \"39229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-12 09:52:14.000000+00:00\", \"2021-03-06 14:58:06.000000+00:00\"], \"session_ids\": [\"e3010fa2-8c5e-451f-806c-ce7cf35d7523\", \"d334e081-33c3-4784-8687-c8ca6a832d42\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 1.716}, \"45671\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-08 16:17:57.000000+00:00\", \"2022-12-19 18:50:24.000000+00:00\", \"2021-09-23 02:56:54.000000+00:00\", \"2019-11-28 00:15:19.000000+00:00\"], \"session_ids\": [\"d607ee5b-0998-403f-9944-30b46bf24a6d\", \"fa698cb6-b128-4ba1-b30f-e65874b4ff94\", \"b529df3a-366d-41d6-b70a-5dc04aa88dc0\", \"3e83a858-2747-4dd3-aa69-fc437695cdbb\"], \"total_duration\": 105.0, \"total_sessions\": 4, \"mean_week_duration\": 0.656}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is Madrid"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Madrid\"]]}}}\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": "Show me 8 users whose total_duration is same as 1488 as well as execute sorting by sessions total ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"53598\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-03-05 13:56:57.000000+00:00\", \"2022-03-16 01:28:49.000000+00:00\", \"2022-12-29 03:59:37.000000+00:00\"], \"session_ids\": [\"99354138-6580-4d9e-835d-83ad3d553198\", \"3a32c44e-1b02-44db-9a99-afabbca3c465\", \"37f8d1ce-50a0-48ac-852a-c434acd6ab24\"], \"total_duration\": 90.0, \"total_sessions\": 3, \"mean_week_duration\": 0.45}, \"81129\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-10-19 23:40:45.000000+00:00\", \"2020-12-23 13:31:10.000000+00:00\"], \"session_ids\": [\"54df558d-5468-4d76-a189-1f91370a3d49\", \"bbcdd7a1-460f-4cee-abfc-267049f996ef\"], \"total_duration\": 372.0, \"total_sessions\": 2, \"mean_week_duration\": 8.651}, \"89766\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-07-02 16:25:33.000000+00:00\", \"2020-09-21 05:47:58.000000+00:00\", \"2021-02-20 09:19:25.000000+00:00\", \"2020-08-16 23:50:59.000000+00:00\", \"2019-03-05 15:26:27.000000+00:00\", \"2021-12-28 06:49:58.000000+00:00\", \"2021-11-12 12:42:05.000000+00:00\", \"2020-04-18 04:12:16.000000+00:00\", \"2021-04-24 22:41:22.000000+00:00\", \"2019-01-13 07:15:23.000000+00:00\"], \"session_ids\": [\"c57f6192-9ae5-4245-8ea5-c040f0c0880e\", \"d3af9ee7-9293-445c-9337-71d8104c1695\", \"d17dbf81-dbc7-4435-9de4-23027637dc18\", \"70e0e537-bb85-4bf7-aecf-27ad950b2b6c\", \"715d5a4c-5255-40a9-a324-b3a74cb2c1f0\", \"95c9167c-a015-4598-bc8b-9a25084b5717\", \"07127276-d1e9-42c8-905f-af46e829440d\", \"56f525f7-6255-420e-bfa0-98cbb4c7b6cc\", \"fbc0e570-58b8-4e60-87f5-676b9dadee77\", \"89cc18f4-d8d9-45ce-9ba1-c529911e26a3\"], \"total_duration\": 1201.0, \"total_sessions\": 10, \"mean_week_duration\": 7.748}, \"91090\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-05-14 15:55:37.000000+00:00\", \"2019-05-28 02:26:37.000000+00:00\"], \"session_ids\": [\"86c19f80-00d6-4c22-b97b-0cb2e6ce18a8\", \"dbd2ac49-ba40-48f9-95d4-f909202dbcd0\"], \"total_duration\": 472.0, \"total_sessions\": 2, \"mean_week_duration\": 9.255}, \"29301\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2021-05-23 22:42:39.000000+00:00\", \"2021-09-21 09:32:45.000000+00:00\"], \"session_ids\": [\"4027c8b7-a633-4a13-aaff-6545eb5c44fd\", \"f1e02cde-561b-4bbd-874a-36f2cfbdbad9\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 8.444}, \"40523\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-06-20 07:19:47.000000+00:00\", \"2019-06-10 19:43:25.000000+00:00\", \"2021-07-26 19:50:29.000000+00:00\"], \"session_ids\": [\"3ab63459-0c25-4fcd-b794-9ecbf42f0436\", \"b08d5fc1-3b3f-4b7f-a317-e14070f512a3\", \"af1bf6c1-361b-48ef-ba9b-57a22f61d746\"], \"total_duration\": 795.0, \"total_sessions\": 3, \"mean_week_duration\": 7.162}, \"91607\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2021-02-01 19:06:24.000000+00:00\", \"2021-11-03 01:54:44.000000+00:00\", \"2021-11-20 02:06:20.000000+00:00\", \"2022-12-07 18:15:00.000000+00:00\"], \"session_ids\": [\"f2d652f8-710a-45e6-aa30-f5fdb2946ebf\", \"fdf08afb-4cde-412d-84e3-4146015cf9cf\", \"0dff395c-8001-460a-9665-630fc066e1cf\", \"182deada-a071-4434-b54c-f814fda3fbb4\"], \"total_duration\": 83.0, \"total_sessions\": 4, \"mean_week_duration\": 0.856}, \"73386\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-01-14 11:41:40.000000+00:00\", \"2023-04-04 20:30:59.000000+00:00\"], \"session_ids\": [\"fd4eea9a-f150-4f79-9756-2748c8a5d196\", \"c8b65819-69c6-4c5f-a593-84d4d071105d\"], \"total_duration\": 189.0, \"total_sessions\": 2, \"mean_week_duration\": 0.855}, \"75701\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-02-29 11:12:21.000000+00:00\", \"2022-07-29 23:47:38.000000+00:00\"], \"session_ids\": [\"3cdcc208-9104-4cc0-94e8-4d04c4dca210\", \"77aec091-6783-4dad-9379-1dfed33bb503\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 1.548}, \"9020\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-01-26 07:03:23.000000+00:00\", \"2021-09-18 06:38:51.000000+00:00\"], \"session_ids\": [\"8428d606-cfb1-469c-b6c9-1a8a9935a54a\", \"fef5822e-1355-4c7b-9ee2-1440f36e1309\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 1.895}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are 1488"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"==\"]]}, \"all_values\": {\"total_duration\": [[1488, 4907]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me 4 users who don't belong to city Budapest plus execute sorting by quantity of sessions in descending plus keep only 2 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"9297\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-03-10 00:35:42.000000+00:00\", \"2022-03-24 11:52:19.000000+00:00\"], \"session_ids\": [\"d1ae86b3-5ac8-4ca0-992e-5d163b6ca3c5\", \"c2179c22-1987-4be0-b509-3d3d2172c3ae\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 8.0}, \"19665\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-02 18:53:03.000000+00:00\", \"2019-11-25 02:49:45.000000+00:00\", \"2019-04-22 19:20:52.000000+00:00\", \"2022-08-06 06:12:53.000000+00:00\", \"2019-06-18 00:34:52.000000+00:00\"], \"session_ids\": [\"50cced8c-ff63-4b6c-9305-f06e13b27264\", \"362e33d6-0020-4a59-9790-0f87b76baaec\", \"4157f140-0357-4570-a6b4-f887f67844cc\", \"c3645cce-a42b-4ed2-a6c3-67475a74aa55\", \"2f7c5abe-5a2a-4e10-858b-8f0616aae5eb\"], \"total_duration\": 886.0, \"total_sessions\": 5, \"mean_week_duration\": 4.121}, \"11427\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-01-28 07:52:28.000000+00:00\", \"2022-09-05 07:23:08.000000+00:00\", \"2021-11-20 12:05:12.000000+00:00\"], \"session_ids\": [\"3613150b-a81b-438b-bdf2-e7d5ba239832\", \"6b1160d4-fd6b-489f-946b-becc34dfb6da\", \"343ed72a-c651-4c73-8f3c-d3ffd2279bd5\"], \"total_duration\": 98.0, \"total_sessions\": 3, \"mean_week_duration\": 1.167}, \"3062\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-11-25 08:26:48.000000+00:00\", \"2020-11-17 02:11:12.000000+00:00\", \"2019-10-28 02:31:10.000000+00:00\", \"2022-02-20 21:08:30.000000+00:00\"], \"session_ids\": [\"b3c930f0-0d22-4bc3-9681-da5dd90a38fe\", \"60c140a9-c698-4c6c-bc69-4b208688b43b\", \"ba91847a-03a8-4ee4-b983-42265e45f5c0\", \"4b7c25ad-ad49-43ef-949f-989363092be6\"], \"total_duration\": 108.0, \"total_sessions\": 4, \"mean_week_duration\": 0.893}, \"20344\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-10-11 02:24:02.000000+00:00\", \"2023-06-05 10:37:46.000000+00:00\", \"2021-02-15 07:32:07.000000+00:00\", \"2023-03-25 23:34:55.000000+00:00\", \"2021-06-07 01:24:04.000000+00:00\"], \"session_ids\": [\"78bb6ad5-178c-48b5-b5cb-df82e5798062\", \"d8390f16-d915-4524-9a48-11a7d8270b0d\", \"5aef819c-a44d-44b0-8c3d-96b0689d9b1d\", \"3dfc2318-3908-4076-a9b4-805c07dfcf1a\", \"50c0c296-b746-4451-9cbe-a1d7f0908db0\"], \"total_duration\": 2406.0, \"total_sessions\": 5, \"mean_week_duration\": 20.05}, \"70890\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-07-03 16:17:50.000000+00:00\", \"2022-02-21 11:26:54.000000+00:00\", \"2020-02-15 18:20:57.000000+00:00\", \"2019-10-11 17:01:03.000000+00:00\", \"2019-08-17 17:56:38.000000+00:00\", \"2023-01-15 07:12:32.000000+00:00\", \"2020-09-12 01:09:30.000000+00:00\", \"2020-05-11 23:51:14.000000+00:00\"], \"session_ids\": [\"3b4308e2-4d10-4fa3-a9d6-8a5ec95ac822\", \"ef6c9bbd-e65d-49ab-94fb-97e37b07d0b3\", \"ca4f4681-6105-4803-b0dc-e4e76f566f0d\", \"84a88968-f556-4732-bf54-87dd9102bf1c\", \"77d013a9-4dae-4223-b9d1-f811320b07db\", \"d86fd2c7-a30e-417e-b769-b225104d6434\", \"b9295012-ccf5-4572-820b-4da5c5827911\", \"c9fb772b-ccb8-43de-b01c-d07e1390b54f\"], \"total_duration\": 8765.0, \"total_sessions\": 8, \"mean_week_duration\": 49.242}, \"17597\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-03-23 06:15:06.000000+00:00\", \"2019-08-10 10:36:09.000000+00:00\"], \"session_ids\": [\"5e17626d-80b8-487e-8655-38e0b2dadd5c\", \"1229ced7-cfe2-49dd-9fbe-b5ea2800d564\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.228}, \"95662\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-17 03:03:30.000000+00:00\", \"2022-05-20 14:59:20.000000+00:00\", \"2022-12-24 17:15:12.000000+00:00\"], \"session_ids\": [\"da6ad03e-b44a-42da-95c9-68a56272659a\", \"c7b45181-486a-4411-aea4-8525803770ee\", \"1ca67778-14f5-4032-9c3d-854216ade045\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 1.612}, \"47380\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-08-16 09:32:18.000000+00:00\", \"2022-03-28 10:48:37.000000+00:00\", \"2020-12-09 16:49:24.000000+00:00\"], \"session_ids\": [\"e2414de7-e7ba-47a3-b195-204081d24778\", \"179beb8b-b8e9-4db7-945e-eb802a5972eb\", \"4af8513e-6b98-4a6e-bdbd-31610bf018bf\"], \"total_duration\": 217.0, \"total_sessions\": 3, \"mean_week_duration\": 2.553}, \"95988\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-02-01 20:51:47.000000+00:00\", \"2021-03-16 18:45:32.000000+00:00\"], \"session_ids\": [\"3d9214d7-583e-4760-abdc-c7c4b8d41173\", \"8ab06e5a-587f-4143-8190-7330e57e2750\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 21.167}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is not Budapest"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Budapest\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"9297\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-03-10 00:35:42.000000+00:00\", \"2022-03-24 11:52:19.000000+00:00\"], \"session_ids\": [\"d1ae86b3-5ac8-4ca0-992e-5d163b6ca3c5\", \"c2179c22-1987-4be0-b509-3d3d2172c3ae\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 8.0}, \"19665\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-02 18:53:03.000000+00:00\", \"2019-11-25 02:49:45.000000+00:00\", \"2019-04-22 19:20:52.000000+00:00\", \"2022-08-06 06:12:53.000000+00:00\", \"2019-06-18 00:34:52.000000+00:00\"], \"session_ids\": [\"50cced8c-ff63-4b6c-9305-f06e13b27264\", \"362e33d6-0020-4a59-9790-0f87b76baaec\", \"4157f140-0357-4570-a6b4-f887f67844cc\", \"c3645cce-a42b-4ed2-a6c3-67475a74aa55\", \"2f7c5abe-5a2a-4e10-858b-8f0616aae5eb\"], \"total_duration\": 886.0, \"total_sessions\": 5, \"mean_week_duration\": 4.121}, \"11427\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-01-28 07:52:28.000000+00:00\", \"2022-09-05 07:23:08.000000+00:00\", \"2021-11-20 12:05:12.000000+00:00\"], \"session_ids\": [\"3613150b-a81b-438b-bdf2-e7d5ba239832\", \"6b1160d4-fd6b-489f-946b-becc34dfb6da\", \"343ed72a-c651-4c73-8f3c-d3ffd2279bd5\"], \"total_duration\": 98.0, \"total_sessions\": 3, \"mean_week_duration\": 1.167}, \"3062\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-11-25 08:26:48.000000+00:00\", \"2020-11-17 02:11:12.000000+00:00\", \"2019-10-28 02:31:10.000000+00:00\", \"2022-02-20 21:08:30.000000+00:00\"], \"session_ids\": [\"b3c930f0-0d22-4bc3-9681-da5dd90a38fe\", \"60c140a9-c698-4c6c-bc69-4b208688b43b\", \"ba91847a-03a8-4ee4-b983-42265e45f5c0\", \"4b7c25ad-ad49-43ef-949f-989363092be6\"], \"total_duration\": 108.0, \"total_sessions\": 4, \"mean_week_duration\": 0.893}, \"20344\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-10-11 02:24:02.000000+00:00\", \"2023-06-05 10:37:46.000000+00:00\", \"2021-02-15 07:32:07.000000+00:00\", \"2023-03-25 23:34:55.000000+00:00\", \"2021-06-07 01:24:04.000000+00:00\"], \"session_ids\": [\"78bb6ad5-178c-48b5-b5cb-df82e5798062\", \"d8390f16-d915-4524-9a48-11a7d8270b0d\", \"5aef819c-a44d-44b0-8c3d-96b0689d9b1d\", \"3dfc2318-3908-4076-a9b4-805c07dfcf1a\", \"50c0c296-b746-4451-9cbe-a1d7f0908db0\"], \"total_duration\": 2406.0, \"total_sessions\": 5, \"mean_week_duration\": 20.05}, \"70890\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-07-03 16:17:50.000000+00:00\", \"2022-02-21 11:26:54.000000+00:00\", \"2020-02-15 18:20:57.000000+00:00\", \"2019-10-11 17:01:03.000000+00:00\", \"2019-08-17 17:56:38.000000+00:00\", \"2023-01-15 07:12:32.000000+00:00\", \"2020-09-12 01:09:30.000000+00:00\", \"2020-05-11 23:51:14.000000+00:00\"], \"session_ids\": [\"3b4308e2-4d10-4fa3-a9d6-8a5ec95ac822\", \"ef6c9bbd-e65d-49ab-94fb-97e37b07d0b3\", \"ca4f4681-6105-4803-b0dc-e4e76f566f0d\", \"84a88968-f556-4732-bf54-87dd9102bf1c\", \"77d013a9-4dae-4223-b9d1-f811320b07db\", \"d86fd2c7-a30e-417e-b769-b225104d6434\", \"b9295012-ccf5-4572-820b-4da5c5827911\", \"c9fb772b-ccb8-43de-b01c-d07e1390b54f\"], \"total_duration\": 8765.0, \"total_sessions\": 8, \"mean_week_duration\": 49.242}, \"17597\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-03-23 06:15:06.000000+00:00\", \"2019-08-10 10:36:09.000000+00:00\"], \"session_ids\": [\"5e17626d-80b8-487e-8655-38e0b2dadd5c\", \"1229ced7-cfe2-49dd-9fbe-b5ea2800d564\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.228}, \"95662\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-17 03:03:30.000000+00:00\", \"2022-05-20 14:59:20.000000+00:00\", \"2022-12-24 17:15:12.000000+00:00\"], \"session_ids\": [\"da6ad03e-b44a-42da-95c9-68a56272659a\", \"c7b45181-486a-4411-aea4-8525803770ee\", \"1ca67778-14f5-4032-9c3d-854216ade045\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 1.612}, \"47380\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-08-16 09:32:18.000000+00:00\", \"2022-03-28 10:48:37.000000+00:00\", \"2020-12-09 16:49:24.000000+00:00\"], \"session_ids\": [\"e2414de7-e7ba-47a3-b195-204081d24778\", \"179beb8b-b8e9-4db7-945e-eb802a5972eb\", \"4af8513e-6b98-4a6e-bdbd-31610bf018bf\"], \"total_duration\": 217.0, \"total_sessions\": 3, \"mean_week_duration\": 2.553}, \"95988\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-02-01 20:51:47.000000+00:00\", \"2021-03-16 18:45:32.000000+00:00\"], \"session_ids\": [\"3d9214d7-583e-4760-abdc-c7c4b8d41173\", \"8ab06e5a-587f-4143-8190-7330e57e2750\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 21.167}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_sessions"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"70890\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-07-03 16:17:50.000000+00:00\", \"2022-02-21 11:26:54.000000+00:00\", \"2020-02-15 18:20:57.000000+00:00\", \"2019-10-11 17:01:03.000000+00:00\", \"2019-08-17 17:56:38.000000+00:00\", \"2023-01-15 07:12:32.000000+00:00\", \"2020-09-12 01:09:30.000000+00:00\", \"2020-05-11 23:51:14.000000+00:00\"], \"session_ids\": [\"3b4308e2-4d10-4fa3-a9d6-8a5ec95ac822\", \"ef6c9bbd-e65d-49ab-94fb-97e37b07d0b3\", \"ca4f4681-6105-4803-b0dc-e4e76f566f0d\", \"84a88968-f556-4732-bf54-87dd9102bf1c\", \"77d013a9-4dae-4223-b9d1-f811320b07db\", \"d86fd2c7-a30e-417e-b769-b225104d6434\", \"b9295012-ccf5-4572-820b-4da5c5827911\", \"c9fb772b-ccb8-43de-b01c-d07e1390b54f\"], \"total_duration\": 8765.0, \"total_sessions\": 8, \"mean_week_duration\": 49.242}}, {\"19665\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-02 18:53:03.000000+00:00\", \"2019-11-25 02:49:45.000000+00:00\", \"2019-04-22 19:20:52.000000+00:00\", \"2022-08-06 06:12:53.000000+00:00\", \"2019-06-18 00:34:52.000000+00:00\"], \"session_ids\": [\"50cced8c-ff63-4b6c-9305-f06e13b27264\", \"362e33d6-0020-4a59-9790-0f87b76baaec\", \"4157f140-0357-4570-a6b4-f887f67844cc\", \"c3645cce-a42b-4ed2-a6c3-67475a74aa55\", \"2f7c5abe-5a2a-4e10-858b-8f0616aae5eb\"], \"total_duration\": 886.0, \"total_sessions\": 5, \"mean_week_duration\": 4.121}}, {\"20344\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-10-11 02:24:02.000000+00:00\", \"2023-06-05 10:37:46.000000+00:00\", \"2021-02-15 07:32:07.000000+00:00\", \"2023-03-25 23:34:55.000000+00:00\", \"2021-06-07 01:24:04.000000+00:00\"], \"session_ids\": [\"78bb6ad5-178c-48b5-b5cb-df82e5798062\", \"d8390f16-d915-4524-9a48-11a7d8270b0d\", \"5aef819c-a44d-44b0-8c3d-96b0689d9b1d\", \"3dfc2318-3908-4076-a9b4-805c07dfcf1a\", \"50c0c296-b746-4451-9cbe-a1d7f0908db0\"], \"total_duration\": 2406.0, \"total_sessions\": 5, \"mean_week_duration\": 20.05}}, {\"3062\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-11-25 08:26:48.000000+00:00\", \"2020-11-17 02:11:12.000000+00:00\", \"2019-10-28 02:31:10.000000+00:00\", \"2022-02-20 21:08:30.000000+00:00\"], \"session_ids\": [\"b3c930f0-0d22-4bc3-9681-da5dd90a38fe\", \"60c140a9-c698-4c6c-bc69-4b208688b43b\", \"ba91847a-03a8-4ee4-b983-42265e45f5c0\", \"4b7c25ad-ad49-43ef-949f-989363092be6\"], \"total_duration\": 108.0, \"total_sessions\": 4, \"mean_week_duration\": 0.893}}, {\"11427\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-01-28 07:52:28.000000+00:00\", \"2022-09-05 07:23:08.000000+00:00\", \"2021-11-20 12:05:12.000000+00:00\"], \"session_ids\": [\"3613150b-a81b-438b-bdf2-e7d5ba239832\", \"6b1160d4-fd6b-489f-946b-becc34dfb6da\", \"343ed72a-c651-4c73-8f3c-d3ffd2279bd5\"], \"total_duration\": 98.0, \"total_sessions\": 3, \"mean_week_duration\": 1.167}}, {\"95662\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-17 03:03:30.000000+00:00\", \"2022-05-20 14:59:20.000000+00:00\", \"2022-12-24 17:15:12.000000+00:00\"], \"session_ids\": [\"da6ad03e-b44a-42da-95c9-68a56272659a\", \"c7b45181-486a-4411-aea4-8525803770ee\", \"1ca67778-14f5-4032-9c3d-854216ade045\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 1.612}}, {\"47380\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-08-16 09:32:18.000000+00:00\", \"2022-03-28 10:48:37.000000+00:00\", \"2020-12-09 16:49:24.000000+00:00\"], \"session_ids\": [\"e2414de7-e7ba-47a3-b195-204081d24778\", \"179beb8b-b8e9-4db7-945e-eb802a5972eb\", \"4af8513e-6b98-4a6e-bdbd-31610bf018bf\"], \"total_duration\": 217.0, \"total_sessions\": 3, \"mean_week_duration\": 2.553}}, {\"9297\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-03-10 00:35:42.000000+00:00\", \"2022-03-24 11:52:19.000000+00:00\"], \"session_ids\": [\"d1ae86b3-5ac8-4ca0-992e-5d163b6ca3c5\", \"c2179c22-1987-4be0-b509-3d3d2172c3ae\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 8.0}}, {\"17597\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-03-23 06:15:06.000000+00:00\", \"2019-08-10 10:36:09.000000+00:00\"], \"session_ids\": [\"5e17626d-80b8-487e-8655-38e0b2dadd5c\", \"1229ced7-cfe2-49dd-9fbe-b5ea2800d564\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.228}}, {\"95988\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-02-01 20:51:47.000000+00:00\", \"2021-03-16 18:45:32.000000+00:00\"], \"session_ids\": [\"3d9214d7-583e-4760-abdc-c7c4b8d41173\", \"8ab06e5a-587f-4143-8190-7330e57e2750\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 21.167}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"70890\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-07-03 16:17:50.000000+00:00\", \"2022-02-21 11:26:54.000000+00:00\", \"2020-02-15 18:20:57.000000+00:00\", \"2019-10-11 17:01:03.000000+00:00\", \"2019-08-17 17:56:38.000000+00:00\", \"2023-01-15 07:12:32.000000+00:00\", \"2020-09-12 01:09:30.000000+00:00\", \"2020-05-11 23:51:14.000000+00:00\"], \"session_ids\": [\"3b4308e2-4d10-4fa3-a9d6-8a5ec95ac822\", \"ef6c9bbd-e65d-49ab-94fb-97e37b07d0b3\", \"ca4f4681-6105-4803-b0dc-e4e76f566f0d\", \"84a88968-f556-4732-bf54-87dd9102bf1c\", \"77d013a9-4dae-4223-b9d1-f811320b07db\", \"d86fd2c7-a30e-417e-b769-b225104d6434\", \"b9295012-ccf5-4572-820b-4da5c5827911\", \"c9fb772b-ccb8-43de-b01c-d07e1390b54f\"], \"total_duration\": 8765.0, \"total_sessions\": 8, \"mean_week_duration\": 49.242}}, {\"19665\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-02 18:53:03.000000+00:00\", \"2019-11-25 02:49:45.000000+00:00\", \"2019-04-22 19:20:52.000000+00:00\", \"2022-08-06 06:12:53.000000+00:00\", \"2019-06-18 00:34:52.000000+00:00\"], \"session_ids\": [\"50cced8c-ff63-4b6c-9305-f06e13b27264\", \"362e33d6-0020-4a59-9790-0f87b76baaec\", \"4157f140-0357-4570-a6b4-f887f67844cc\", \"c3645cce-a42b-4ed2-a6c3-67475a74aa55\", \"2f7c5abe-5a2a-4e10-858b-8f0616aae5eb\"], \"total_duration\": 886.0, \"total_sessions\": 5, \"mean_week_duration\": 4.121}}]\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[{\"70890\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-07-03 16:17:50.000000+00:00\", \"2022-02-21 11:26:54.000000+00:00\", \"2020-02-15 18:20:57.000000+00:00\", \"2019-10-11 17:01:03.000000+00:00\", \"2019-08-17 17:56:38.000000+00:00\", \"2023-01-15 07:12:32.000000+00:00\", \"2020-09-12 01:09:30.000000+00:00\", \"2020-05-11 23:51:14.000000+00:00\"], \"session_ids\": [\"3b4308e2-4d10-4fa3-a9d6-8a5ec95ac822\", \"ef6c9bbd-e65d-49ab-94fb-97e37b07d0b3\", \"ca4f4681-6105-4803-b0dc-e4e76f566f0d\", \"84a88968-f556-4732-bf54-87dd9102bf1c\", \"77d013a9-4dae-4223-b9d1-f811320b07db\", \"d86fd2c7-a30e-417e-b769-b225104d6434\", \"b9295012-ccf5-4572-820b-4da5c5827911\", \"c9fb772b-ccb8-43de-b01c-d07e1390b54f\"], \"total_duration\": 8765.0, \"total_sessions\": 8, \"mean_week_duration\": 49.242}}, {\"19665\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-02 18:53:03.000000+00:00\", \"2019-11-25 02:49:45.000000+00:00\", \"2019-04-22 19:20:52.000000+00:00\", \"2022-08-06 06:12:53.000000+00:00\", \"2019-06-18 00:34:52.000000+00:00\"], \"session_ids\": [\"50cced8c-ff63-4b6c-9305-f06e13b27264\", \"362e33d6-0020-4a59-9790-0f87b76baaec\", \"4157f140-0357-4570-a6b4-f887f67844cc\", \"c3645cce-a42b-4ed2-a6c3-67475a74aa55\", \"2f7c5abe-5a2a-4e10-858b-8f0616aae5eb\"], \"total_duration\": 886.0, \"total_sessions\": 5, \"mean_week_duration\": 4.121}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display to me 2 users pieces of information who don't live in cities Reykjavik, Guatemala City, Bangkok, San Salvador, Moscow, Warsaw, Sydney additionaly carry out sorting by total amount of duration decliningly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"6513\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-31 17:01:00.000000+00:00\", \"2019-12-17 05:09:04.000000+00:00\"], \"session_ids\": [\"e7d705df-98b0-4af9-aa34-46f133dace8e\", \"c67a7f3b-75b5-4653-8781-8a8297372099\"], \"total_duration\": 148.0, \"total_sessions\": 2, \"mean_week_duration\": 1.333}, \"24555\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-06-23 03:18:31.000000+00:00\", \"2023-02-14 03:40:23.000000+00:00\", \"2019-12-09 22:43:07.000000+00:00\"], \"session_ids\": [\"83bd4727-3082-46fa-a2e0-b4fe267e1d80\", \"de422dc4-d954-4827-bdcb-fb346576fad3\", \"81c56250-f820-42e0-bfab-3d8b4120b055\"], \"total_duration\": 95.0, \"total_sessions\": 3, \"mean_week_duration\": 0.497}, \"84337\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-10-28 04:11:28.000000+00:00\", \"2023-05-04 14:43:35.000000+00:00\", \"2022-09-15 19:25:31.000000+00:00\"], \"session_ids\": [\"0a29c0ae-3eeb-4e57-9ca0-17f5e699bed8\", \"6155bb1d-e424-451f-870a-10edaed7dfd3\", \"c2209604-63dd-4a88-a0b5-f01dd8e051e7\"], \"total_duration\": 337.0, \"total_sessions\": 3, \"mean_week_duration\": 10.212}, \"3688\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2023-04-16 05:33:38.000000+00:00\", \"2020-01-29 07:58:54.000000+00:00\"], \"session_ids\": [\"3db6b68a-b772-43d3-b1ba-48e95af66960\", \"f9382165-b486-4428-a367-70b8cc1ef4fa\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 0.845}, \"13109\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-06-09 18:16:44.000000+00:00\", \"2021-06-17 17:51:41.000000+00:00\", \"2020-10-04 00:37:44.000000+00:00\"], \"session_ids\": [\"16e6c04e-042f-472f-ac79-e1e48e61a72c\", \"a485d787-ee80-432f-a8c8-16bb8ce4c88e\", \"8615fddd-2435-4979-aa37-fd2667bc0bb6\"], \"total_duration\": 97.0, \"total_sessions\": 3, \"mean_week_duration\": 0.915}, \"68853\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-12-09 21:08:40.000000+00:00\", \"2020-04-17 03:32:55.000000+00:00\"], \"session_ids\": [\"bf8e8ca4-7665-4b4e-a0f7-30126e3d1b8a\", \"38f189ca-e033-4d3d-8eb0-f57bb9141a13\"], \"total_duration\": 406.0, \"total_sessions\": 2, \"mean_week_duration\": 11.941}, \"90492\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-16 18:02:24.000000+00:00\", \"2019-03-28 16:07:16.000000+00:00\"], \"session_ids\": [\"8f46c764-ec51-40db-991f-d17d2faf2622\", \"14c87046-a6fb-4441-91d9-3a6f606b3dc2\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 1.224}, \"41345\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-02-26 00:18:16.000000+00:00\", \"2019-04-28 17:06:59.000000+00:00\"], \"session_ids\": [\"0d4f5499-f6c0-4b92-ad02-8dbfb2f81126\", \"2f9694b8-4de8-43bc-b0dd-f4fce633ce45\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 4.562}, \"56282\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-05-16 08:45:08.000000+00:00\", \"2022-04-24 15:11:02.000000+00:00\"], \"session_ids\": [\"3da214d1-8195-4e7b-ad34-49caa9e92570\", \"1e110842-173c-4f12-adbe-46c3af76334d\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.382}, \"30914\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-09-05 11:55:11.000000+00:00\", \"2023-05-08 11:54:23.000000+00:00\"], \"session_ids\": [\"0fcf26e1-3b47-4e44-aaa1-0cfad27557ec\", \"e68c500e-c138-4fba-9537-23995a43f73f\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.402}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not Reykjavik, Guatemala City, Bangkok, San Salvador, Moscow, Warsaw, Sydney"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Reykjavik\", \"Guatemala City\", \"Bangkok\", \"San Salvador\", \"Moscow\", \"Warsaw\", \"Sydney\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"6513\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-31 17:01:00.000000+00:00\", \"2019-12-17 05:09:04.000000+00:00\"], \"session_ids\": [\"e7d705df-98b0-4af9-aa34-46f133dace8e\", \"c67a7f3b-75b5-4653-8781-8a8297372099\"], \"total_duration\": 148.0, \"total_sessions\": 2, \"mean_week_duration\": 1.333}, \"84337\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-10-28 04:11:28.000000+00:00\", \"2023-05-04 14:43:35.000000+00:00\", \"2022-09-15 19:25:31.000000+00:00\"], \"session_ids\": [\"0a29c0ae-3eeb-4e57-9ca0-17f5e699bed8\", \"6155bb1d-e424-451f-870a-10edaed7dfd3\", \"c2209604-63dd-4a88-a0b5-f01dd8e051e7\"], \"total_duration\": 337.0, \"total_sessions\": 3, \"mean_week_duration\": 10.212}, \"3688\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2023-04-16 05:33:38.000000+00:00\", \"2020-01-29 07:58:54.000000+00:00\"], \"session_ids\": [\"3db6b68a-b772-43d3-b1ba-48e95af66960\", \"f9382165-b486-4428-a367-70b8cc1ef4fa\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 0.845}, \"13109\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-06-09 18:16:44.000000+00:00\", \"2021-06-17 17:51:41.000000+00:00\", \"2020-10-04 00:37:44.000000+00:00\"], \"session_ids\": [\"16e6c04e-042f-472f-ac79-e1e48e61a72c\", \"a485d787-ee80-432f-a8c8-16bb8ce4c88e\", \"8615fddd-2435-4979-aa37-fd2667bc0bb6\"], \"total_duration\": 97.0, \"total_sessions\": 3, \"mean_week_duration\": 0.915}, \"68853\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-12-09 21:08:40.000000+00:00\", \"2020-04-17 03:32:55.000000+00:00\"], \"session_ids\": [\"bf8e8ca4-7665-4b4e-a0f7-30126e3d1b8a\", \"38f189ca-e033-4d3d-8eb0-f57bb9141a13\"], \"total_duration\": 406.0, \"total_sessions\": 2, \"mean_week_duration\": 11.941}, \"90492\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-16 18:02:24.000000+00:00\", \"2019-03-28 16:07:16.000000+00:00\"], \"session_ids\": [\"8f46c764-ec51-40db-991f-d17d2faf2622\", \"14c87046-a6fb-4441-91d9-3a6f606b3dc2\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 1.224}, \"41345\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-02-26 00:18:16.000000+00:00\", \"2019-04-28 17:06:59.000000+00:00\"], \"session_ids\": [\"0d4f5499-f6c0-4b92-ad02-8dbfb2f81126\", \"2f9694b8-4de8-43bc-b0dd-f4fce633ce45\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 4.562}, \"56282\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-05-16 08:45:08.000000+00:00\", \"2022-04-24 15:11:02.000000+00:00\"], \"session_ids\": [\"3da214d1-8195-4e7b-ad34-49caa9e92570\", \"1e110842-173c-4f12-adbe-46c3af76334d\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.382}, \"30914\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-09-05 11:55:11.000000+00:00\", \"2023-05-08 11:54:23.000000+00:00\"], \"session_ids\": [\"0fcf26e1-3b47-4e44-aaa1-0cfad27557ec\", \"e68c500e-c138-4fba-9537-23995a43f73f\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.402}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"41345\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-02-26 00:18:16.000000+00:00\", \"2019-04-28 17:06:59.000000+00:00\"], \"session_ids\": [\"0d4f5499-f6c0-4b92-ad02-8dbfb2f81126\", \"2f9694b8-4de8-43bc-b0dd-f4fce633ce45\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 4.562}}, {\"68853\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-12-09 21:08:40.000000+00:00\", \"2020-04-17 03:32:55.000000+00:00\"], \"session_ids\": [\"bf8e8ca4-7665-4b4e-a0f7-30126e3d1b8a\", \"38f189ca-e033-4d3d-8eb0-f57bb9141a13\"], \"total_duration\": 406.0, \"total_sessions\": 2, \"mean_week_duration\": 11.941}}, {\"84337\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-10-28 04:11:28.000000+00:00\", \"2023-05-04 14:43:35.000000+00:00\", \"2022-09-15 19:25:31.000000+00:00\"], \"session_ids\": [\"0a29c0ae-3eeb-4e57-9ca0-17f5e699bed8\", \"6155bb1d-e424-451f-870a-10edaed7dfd3\", \"c2209604-63dd-4a88-a0b5-f01dd8e051e7\"], \"total_duration\": 337.0, \"total_sessions\": 3, \"mean_week_duration\": 10.212}}, {\"90492\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-16 18:02:24.000000+00:00\", \"2019-03-28 16:07:16.000000+00:00\"], \"session_ids\": [\"8f46c764-ec51-40db-991f-d17d2faf2622\", \"14c87046-a6fb-4441-91d9-3a6f606b3dc2\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 1.224}}, {\"6513\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-31 17:01:00.000000+00:00\", \"2019-12-17 05:09:04.000000+00:00\"], \"session_ids\": [\"e7d705df-98b0-4af9-aa34-46f133dace8e\", \"c67a7f3b-75b5-4653-8781-8a8297372099\"], \"total_duration\": 148.0, \"total_sessions\": 2, \"mean_week_duration\": 1.333}}, {\"3688\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2023-04-16 05:33:38.000000+00:00\", \"2020-01-29 07:58:54.000000+00:00\"], \"session_ids\": [\"3db6b68a-b772-43d3-b1ba-48e95af66960\", \"f9382165-b486-4428-a367-70b8cc1ef4fa\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 0.845}}, {\"13109\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-06-09 18:16:44.000000+00:00\", \"2021-06-17 17:51:41.000000+00:00\", \"2020-10-04 00:37:44.000000+00:00\"], \"session_ids\": [\"16e6c04e-042f-472f-ac79-e1e48e61a72c\", \"a485d787-ee80-432f-a8c8-16bb8ce4c88e\", \"8615fddd-2435-4979-aa37-fd2667bc0bb6\"], \"total_duration\": 97.0, \"total_sessions\": 3, \"mean_week_duration\": 0.915}}, {\"56282\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-05-16 08:45:08.000000+00:00\", \"2022-04-24 15:11:02.000000+00:00\"], \"session_ids\": [\"3da214d1-8195-4e7b-ad34-49caa9e92570\", \"1e110842-173c-4f12-adbe-46c3af76334d\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.382}}, {\"30914\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-09-05 11:55:11.000000+00:00\", \"2023-05-08 11:54:23.000000+00:00\"], \"session_ids\": [\"0fcf26e1-3b47-4e44-aaa1-0cfad27557ec\", \"e68c500e-c138-4fba-9537-23995a43f73f\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.402}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"41345\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-02-26 00:18:16.000000+00:00\", \"2019-04-28 17:06:59.000000+00:00\"], \"session_ids\": [\"0d4f5499-f6c0-4b92-ad02-8dbfb2f81126\", \"2f9694b8-4de8-43bc-b0dd-f4fce633ce45\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 4.562}}, {\"68853\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-12-09 21:08:40.000000+00:00\", \"2020-04-17 03:32:55.000000+00:00\"], \"session_ids\": [\"bf8e8ca4-7665-4b4e-a0f7-30126e3d1b8a\", \"38f189ca-e033-4d3d-8eb0-f57bb9141a13\"], \"total_duration\": 406.0, \"total_sessions\": 2, \"mean_week_duration\": 11.941}}]\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[{\"41345\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-02-26 00:18:16.000000+00:00\", \"2019-04-28 17:06:59.000000+00:00\"], \"session_ids\": [\"0d4f5499-f6c0-4b92-ad02-8dbfb2f81126\", \"2f9694b8-4de8-43bc-b0dd-f4fce633ce45\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 4.562}}, {\"68853\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-12-09 21:08:40.000000+00:00\", \"2020-04-17 03:32:55.000000+00:00\"], \"session_ids\": [\"bf8e8ca4-7665-4b4e-a0f7-30126e3d1b8a\", \"38f189ca-e033-4d3d-8eb0-f57bb9141a13\"], \"total_duration\": 406.0, \"total_sessions\": 2, \"mean_week_duration\": 11.941}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display to me user information who hold the top position in app usage time per week , and put to use sorting by name of the city in ascending , save only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"46753\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-05-05 12:07:44.000000+00:00\", \"2019-02-12 10:44:39.000000+00:00\", \"2021-02-03 05:56:14.000000+00:00\"], \"session_ids\": [\"58f9e989-1383-4a1a-830a-dd2009c5cb26\", \"d5ba15a0-707a-4e2b-b39f-fa56224cba69\", \"1eb02a67-ab84-4d0d-89bd-5410f6516923\"], \"total_duration\": 120.0, \"total_sessions\": 3, \"mean_week_duration\": 1.165}, \"98076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-07-31 02:57:57.000000+00:00\", \"2020-09-03 11:54:40.000000+00:00\"], \"session_ids\": [\"63155f08-df37-447b-93a4-72e5353f2845\", \"948a9a9e-e232-42a3-a268-8eaa7b54fb21\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 3.71}, \"27517\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-09-16 06:59:49.000000+00:00\", \"2020-05-25 18:01:46.000000+00:00\"], \"session_ids\": [\"17467198-96d4-439f-a682-e552c804807d\", \"797e2ee0-7347-4031-ad9b-9c009c820402\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 2.025}, \"96948\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-03-02 03:43:34.000000+00:00\", \"2019-02-26 00:43:25.000000+00:00\"], \"session_ids\": [\"4c081322-d623-455e-84f2-e85d07d8ab10\", \"757af14e-43c1-4736-a6dc-0b5e4aceee65\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 1.509}, \"91848\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-04-01 22:10:52.000000+00:00\", \"2020-11-16 03:20:17.000000+00:00\"], \"session_ids\": [\"0fbed1cd-45fd-427d-ab54-f34939efe4d9\", \"2629eb49-f594-4224-964e-6793bdc9955b\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 6.55}, \"77575\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-05-25 01:15:37.000000+00:00\", \"2023-06-30 17:23:24.000000+00:00\", \"2020-10-15 02:01:27.000000+00:00\"], \"session_ids\": [\"f8d6ca8b-6ece-4454-b8fa-3fcd23466960\", \"3bd708a9-b5da-4b45-b6f3-5fe7f05e82a7\", \"963680b0-5c4d-4d03-8bab-67c9d857a5c4\"], \"total_duration\": 130.0, \"total_sessions\": 3, \"mean_week_duration\": 0.802}, \"72600\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-12-04 16:33:30.000000+00:00\", \"2020-05-26 04:57:39.000000+00:00\", \"2019-01-10 00:31:52.000000+00:00\", \"2020-03-03 04:42:34.000000+00:00\", \"2021-02-20 14:59:28.000000+00:00\"], \"session_ids\": [\"1631abbc-3417-44c3-b342-e8f3a744d2de\", \"fe71c1c8-792e-4819-ae39-652aae8c3b89\", \"aba8b14b-496f-4ce3-b16f-b23199d4d173\", \"2b27ca06-4da8-479b-b4db-14ab13725b04\", \"975c514d-a03f-4355-af6f-f991f6e908c9\"], \"total_duration\": 153.0, \"total_sessions\": 5, \"mean_week_duration\": 1.007}, \"34815\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-02-16 19:54:50.000000+00:00\", \"2021-09-20 08:05:33.000000+00:00\", \"2020-01-22 07:55:08.000000+00:00\", \"2022-03-21 23:19:45.000000+00:00\"], \"session_ids\": [\"c0c2e1b9-82fd-4442-ae0b-5ce277037395\", \"1d1bc357-8c12-46c7-b7e9-b191e45b22ea\", \"1b8d3c97-7719-4aa4-8f53-ead667750fe7\", \"a268704b-e8af-4aee-abd6-f52efcc7dc6d\"], \"total_duration\": 154.0, \"total_sessions\": 4, \"mean_week_duration\": 0.951}, \"82097\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-09-02 06:46:56.000000+00:00\", \"2020-08-14 12:53:32.000000+00:00\"], \"session_ids\": [\"15cc8188-687e-4b32-9f55-cae8870727da\", \"d883e1e4-9114-4db0-9c7e-6752d16c5bae\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 1.18}, \"6837\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-05-25 01:44:34.000000+00:00\", \"2022-07-21 14:23:28.000000+00:00\", \"2020-08-08 12:07:30.000000+00:00\", \"2023-01-23 20:01:59.000000+00:00\"], \"session_ids\": [\"d61e4a17-e096-4d50-b789-729a839830fc\", \"aa95db9e-a95a-4116-b35d-6b2cbcbc20ec\", \"9ee78313-6839-4a69-acd1-0a109900b1ba\", \"4d1ea92b-7b8c-4b34-8f86-b1d95767f644\"], \"total_duration\": 2001.0, \"total_sessions\": 4, \"mean_week_duration\": 15.512}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the highest 1 mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": true, \"quant_to_remain\": 1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"6837\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-05-25 01:44:34.000000+00:00\", \"2022-07-21 14:23:28.000000+00:00\", \"2020-08-08 12:07:30.000000+00:00\", \"2023-01-23 20:01:59.000000+00:00\"], \"session_ids\": [\"d61e4a17-e096-4d50-b789-729a839830fc\", \"aa95db9e-a95a-4116-b35d-6b2cbcbc20ec\", \"9ee78313-6839-4a69-acd1-0a109900b1ba\", \"4d1ea92b-7b8c-4b34-8f86-b1d95767f644\"], \"total_duration\": 2001.0, \"total_sessions\": 4, \"mean_week_duration\": 15.512}}, {\"91848\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-04-01 22:10:52.000000+00:00\", \"2020-11-16 03:20:17.000000+00:00\"], \"session_ids\": [\"0fbed1cd-45fd-427d-ab54-f34939efe4d9\", \"2629eb49-f594-4224-964e-6793bdc9955b\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 6.55}}, {\"98076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-07-31 02:57:57.000000+00:00\", \"2020-09-03 11:54:40.000000+00:00\"], \"session_ids\": [\"63155f08-df37-447b-93a4-72e5353f2845\", \"948a9a9e-e232-42a3-a268-8eaa7b54fb21\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 3.71}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"91848\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-04-01 22:10:52.000000+00:00\", \"2020-11-16 03:20:17.000000+00:00\"], \"session_ids\": [\"0fbed1cd-45fd-427d-ab54-f34939efe4d9\", \"2629eb49-f594-4224-964e-6793bdc9955b\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 6.55}}, {\"6837\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-05-25 01:44:34.000000+00:00\", \"2022-07-21 14:23:28.000000+00:00\", \"2020-08-08 12:07:30.000000+00:00\", \"2023-01-23 20:01:59.000000+00:00\"], \"session_ids\": [\"d61e4a17-e096-4d50-b789-729a839830fc\", \"aa95db9e-a95a-4116-b35d-6b2cbcbc20ec\", \"9ee78313-6839-4a69-acd1-0a109900b1ba\", \"4d1ea92b-7b8c-4b34-8f86-b1d95767f644\"], \"total_duration\": 2001.0, \"total_sessions\": 4, \"mean_week_duration\": 15.512}}, {\"98076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-07-31 02:57:57.000000+00:00\", \"2020-09-03 11:54:40.000000+00:00\"], \"session_ids\": [\"63155f08-df37-447b-93a4-72e5353f2845\", \"948a9a9e-e232-42a3-a268-8eaa7b54fb21\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 3.71}}]\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[{\"91848\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-04-01 22:10:52.000000+00:00\", \"2020-11-16 03:20:17.000000+00:00\"], \"session_ids\": [\"0fbed1cd-45fd-427d-ab54-f34939efe4d9\", \"2629eb49-f594-4224-964e-6793bdc9955b\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 6.55}}, {\"6837\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-05-25 01:44:34.000000+00:00\", \"2022-07-21 14:23:28.000000+00:00\", \"2020-08-08 12:07:30.000000+00:00\", \"2023-01-23 20:01:59.000000+00:00\"], \"session_ids\": [\"d61e4a17-e096-4d50-b789-729a839830fc\", \"aa95db9e-a95a-4116-b35d-6b2cbcbc20ec\", \"9ee78313-6839-4a69-acd1-0a109900b1ba\", \"4d1ea92b-7b8c-4b34-8f86-b1d95767f644\"], \"total_duration\": 2001.0, \"total_sessions\": 4, \"mean_week_duration\": 15.512}}, {\"98076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-07-31 02:57:57.000000+00:00\", \"2020-09-03 11:54:40.000000+00:00\"], \"session_ids\": [\"63155f08-df37-447b-93a4-72e5353f2845\", \"948a9a9e-e232-42a3-a268-8eaa7b54fb21\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 3.71}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"91848\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-04-01 22:10:52.000000+00:00\", \"2020-11-16 03:20:17.000000+00:00\"], \"session_ids\": [\"0fbed1cd-45fd-427d-ab54-f34939efe4d9\", \"2629eb49-f594-4224-964e-6793bdc9955b\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 6.55}}, {\"6837\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-05-25 01:44:34.000000+00:00\", \"2022-07-21 14:23:28.000000+00:00\", \"2020-08-08 12:07:30.000000+00:00\", \"2023-01-23 20:01:59.000000+00:00\"], \"session_ids\": [\"d61e4a17-e096-4d50-b789-729a839830fc\", \"aa95db9e-a95a-4116-b35d-6b2cbcbc20ec\", \"9ee78313-6839-4a69-acd1-0a109900b1ba\", \"4d1ea92b-7b8c-4b34-8f86-b1d95767f644\"], \"total_duration\": 2001.0, \"total_sessions\": 4, \"mean_week_duration\": 15.512}}, {\"98076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-07-31 02:57:57.000000+00:00\", \"2020-09-03 11:54:40.000000+00:00\"], \"session_ids\": [\"63155f08-df37-447b-93a4-72e5353f2845\", \"948a9a9e-e232-42a3-a268-8eaa7b54fb21\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 3.71}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you enlighten me about users whose mean_week_duration is strictly greater than 14 and strictly less than 32 , implement sorting by time spent on the site in asc order in addition save only 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"47910\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-03-09 23:35:25.000000+00:00\", \"2020-09-14 16:15:57.000000+00:00\", \"2021-03-18 11:50:58.000000+00:00\"], \"session_ids\": [\"f34c28a9-e955-49f4-9d53-7ae2707c6bd9\", \"bf69777b-52e9-4c94-ad19-3903a41d6f6f\", \"e9a40ba8-a49e-406d-a8f0-33cb01f49916\"], \"total_duration\": 491.0, \"total_sessions\": 3, \"mean_week_duration\": 9.093}, \"64586\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-15 17:40:32.000000+00:00\", \"2020-04-24 06:21:12.000000+00:00\"], \"session_ids\": [\"bc568ac3-a8f1-437b-9baa-5a4b843f7b7c\", \"318c492f-d092-4c00-bd1d-b7f6682775f6\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 14.368}, \"19905\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-04-28 22:37:22.000000+00:00\", \"2019-10-05 23:24:10.000000+00:00\"], \"session_ids\": [\"28f372af-832a-454b-a4f2-4e8a986811f5\", \"22acc7a0-5a39-474a-ad4e-dc065b685143\"], \"total_duration\": 486.0, \"total_sessions\": 2, \"mean_week_duration\": 21.13}, \"12126\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-04-14 16:26:25.000000+00:00\", \"2020-10-12 23:45:10.000000+00:00\", \"2022-10-12 15:53:29.000000+00:00\", \"2019-09-16 04:24:27.000000+00:00\", \"2021-04-03 14:53:40.000000+00:00\", \"2021-12-28 22:37:11.000000+00:00\", \"2022-09-23 14:27:49.000000+00:00\", \"2019-07-09 12:31:00.000000+00:00\", \"2021-06-14 07:38:02.000000+00:00\"], \"session_ids\": [\"dc6c1b29-a10c-491c-a4c1-91420350e75a\", \"37c8f92e-b85c-4b16-a07f-d55f4fe17d60\", \"58885313-cd39-48e5-b7e0-547260b49910\", \"bab55690-a032-4dba-9a90-19a34f4aa99e\", \"021f73c6-2777-4566-b73d-d471cadac564\", \"3e9bde91-c4ea-430c-a25d-e4442757d4c9\", \"857c66f5-d6c5-4837-aea7-efc5e618dfd8\", \"6ed6e93d-cc2a-49c2-b60b-c11f934238a8\", \"da9c7755-b531-41ad-b2cc-5fe3a183fd9c\"], \"total_duration\": 1776.0, \"total_sessions\": 9, \"mean_week_duration\": 10.386}, \"77388\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-03-21 19:35:15.000000+00:00\", \"2022-10-05 02:03:28.000000+00:00\", \"2019-09-18 09:06:33.000000+00:00\", \"2023-06-25 18:23:11.000000+00:00\"], \"session_ids\": [\"ab19949a-961b-4296-89b1-f66f61a78f08\", \"191ba9f1-a3c2-426e-9edd-2d7e4adff873\", \"d5ad38ff-dc4c-489e-b35f-7f56dadbbea0\", \"ddad2624-6800-4d45-bb54-b10089c306c8\"], \"total_duration\": 35.0, \"total_sessions\": 4, \"mean_week_duration\": 0.178}, \"71323\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-13 13:19:54.000000+00:00\", \"2021-11-28 14:30:07.000000+00:00\", \"2019-03-29 02:39:08.000000+00:00\", \"2019-11-11 22:50:10.000000+00:00\", \"2019-10-27 20:14:09.000000+00:00\", \"2020-06-22 12:11:29.000000+00:00\", \"2021-11-02 00:15:51.000000+00:00\", \"2022-11-09 21:08:12.000000+00:00\", \"2019-03-10 04:45:49.000000+00:00\", \"2019-07-24 01:47:33.000000+00:00\"], \"session_ids\": [\"0032a4c6-f3c1-4e73-bf9c-5cadcd571e59\", \"07a25ca8-3a5f-4b97-8050-26dbe5de60c9\", \"9cea43d9-da7d-4824-869b-48a0ab33c116\", \"e9de5f86-acd8-45da-ad63-d6c867ca2fa2\", \"4bf7c812-983f-445a-be32-272b2218a581\", \"8e57e6c6-39cb-4ef5-a24f-9bb697e56832\", \"76b00a75-59be-4a04-a49b-398d1e0e6d8b\", \"a5bd2023-35c0-40d5-ae14-34ac2e54f4ba\", \"dd429515-c344-49e5-b932-0f50894236f9\", \"5ac70701-3670-474a-b4c3-fc493739b6a3\"], \"total_duration\": 4891.0, \"total_sessions\": 10, \"mean_week_duration\": 22.436}, \"73792\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-07-23 09:56:16.000000+00:00\", \"2019-09-24 17:27:24.000000+00:00\"], \"session_ids\": [\"0d23b38e-8ed9-40e7-b33a-4eab0566e6f6\", \"2bb371f2-6093-4d70-9465-804f56f4c7bd\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 1.021}, \"62704\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-06-14 08:40:00.000000+00:00\", \"2020-09-14 04:19:33.000000+00:00\"], \"session_ids\": [\"0d1818e9-8b16-4533-8554-276d0c5b3061\", \"cb4e9927-90d4-471e-a884-a4de881c83cf\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 0.803}, \"71722\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-28 06:19:11.000000+00:00\", \"2020-11-10 01:19:21.000000+00:00\", \"2021-07-25 08:37:11.000000+00:00\", \"2022-09-11 06:04:16.000000+00:00\"], \"session_ids\": [\"f2f8a58f-4019-4da1-8629-95b42a0ad738\", \"f71a03e9-42e7-4b46-b01d-dc799bf3cc51\", \"04e6483c-5682-46ee-92f2-c5b085257268\", \"5a0661ea-da14-415e-8f45-6e840953580b\"], \"total_duration\": 1445.0, \"total_sessions\": 4, \"mean_week_duration\": 14.745}, \"26724\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 5}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-02-04 10:45:21.000000+00:00\", \"2022-05-25 05:55:55.000000+00:00\", \"2021-11-30 22:46:51.000000+00:00\", \"2021-09-17 20:39:45.000000+00:00\"], \"session_ids\": [\"7c761342-db4e-4f5a-860b-6cd9073fc24f\", \"c01f5a10-2c5e-419e-a1a8-4f1f9e5f54f8\", \"25f429d6-ada0-45ba-94a9-ee8380be609d\", \"802a8a2c-8ae6-44f1-a594-d8616aeb6ca0\"], \"total_duration\": 172.0, \"total_sessions\": 4, \"mean_week_duration\": 2.389}}\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 14 and are less than 32"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[14, 32]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"64586\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-15 17:40:32.000000+00:00\", \"2020-04-24 06:21:12.000000+00:00\"], \"session_ids\": [\"bc568ac3-a8f1-437b-9baa-5a4b843f7b7c\", \"318c492f-d092-4c00-bd1d-b7f6682775f6\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 14.368}, \"19905\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-04-28 22:37:22.000000+00:00\", \"2019-10-05 23:24:10.000000+00:00\"], \"session_ids\": [\"28f372af-832a-454b-a4f2-4e8a986811f5\", \"22acc7a0-5a39-474a-ad4e-dc065b685143\"], \"total_duration\": 486.0, \"total_sessions\": 2, \"mean_week_duration\": 21.13}, \"71323\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-13 13:19:54.000000+00:00\", \"2021-11-28 14:30:07.000000+00:00\", \"2019-03-29 02:39:08.000000+00:00\", \"2019-11-11 22:50:10.000000+00:00\", \"2019-10-27 20:14:09.000000+00:00\", \"2020-06-22 12:11:29.000000+00:00\", \"2021-11-02 00:15:51.000000+00:00\", \"2022-11-09 21:08:12.000000+00:00\", \"2019-03-10 04:45:49.000000+00:00\", \"2019-07-24 01:47:33.000000+00:00\"], \"session_ids\": [\"0032a4c6-f3c1-4e73-bf9c-5cadcd571e59\", \"07a25ca8-3a5f-4b97-8050-26dbe5de60c9\", \"9cea43d9-da7d-4824-869b-48a0ab33c116\", \"e9de5f86-acd8-45da-ad63-d6c867ca2fa2\", \"4bf7c812-983f-445a-be32-272b2218a581\", \"8e57e6c6-39cb-4ef5-a24f-9bb697e56832\", \"76b00a75-59be-4a04-a49b-398d1e0e6d8b\", \"a5bd2023-35c0-40d5-ae14-34ac2e54f4ba\", \"dd429515-c344-49e5-b932-0f50894236f9\", \"5ac70701-3670-474a-b4c3-fc493739b6a3\"], \"total_duration\": 4891.0, \"total_sessions\": 10, \"mean_week_duration\": 22.436}, \"71722\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-28 06:19:11.000000+00:00\", \"2020-11-10 01:19:21.000000+00:00\", \"2021-07-25 08:37:11.000000+00:00\", \"2022-09-11 06:04:16.000000+00:00\"], \"session_ids\": [\"f2f8a58f-4019-4da1-8629-95b42a0ad738\", \"f71a03e9-42e7-4b46-b01d-dc799bf3cc51\", \"04e6483c-5682-46ee-92f2-c5b085257268\", \"5a0661ea-da14-415e-8f45-6e840953580b\"], \"total_duration\": 1445.0, \"total_sessions\": 4, \"mean_week_duration\": 14.745}}\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[{\"64586\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-15 17:40:32.000000+00:00\", \"2020-04-24 06:21:12.000000+00:00\"], \"session_ids\": [\"bc568ac3-a8f1-437b-9baa-5a4b843f7b7c\", \"318c492f-d092-4c00-bd1d-b7f6682775f6\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 14.368}}, {\"19905\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-04-28 22:37:22.000000+00:00\", \"2019-10-05 23:24:10.000000+00:00\"], \"session_ids\": [\"28f372af-832a-454b-a4f2-4e8a986811f5\", \"22acc7a0-5a39-474a-ad4e-dc065b685143\"], \"total_duration\": 486.0, \"total_sessions\": 2, \"mean_week_duration\": 21.13}}, {\"71722\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-28 06:19:11.000000+00:00\", \"2020-11-10 01:19:21.000000+00:00\", \"2021-07-25 08:37:11.000000+00:00\", \"2022-09-11 06:04:16.000000+00:00\"], \"session_ids\": [\"f2f8a58f-4019-4da1-8629-95b42a0ad738\", \"f71a03e9-42e7-4b46-b01d-dc799bf3cc51\", \"04e6483c-5682-46ee-92f2-c5b085257268\", \"5a0661ea-da14-415e-8f45-6e840953580b\"], \"total_duration\": 1445.0, \"total_sessions\": 4, \"mean_week_duration\": 14.745}}, {\"71323\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-13 13:19:54.000000+00:00\", \"2021-11-28 14:30:07.000000+00:00\", \"2019-03-29 02:39:08.000000+00:00\", \"2019-11-11 22:50:10.000000+00:00\", \"2019-10-27 20:14:09.000000+00:00\", \"2020-06-22 12:11:29.000000+00:00\", \"2021-11-02 00:15:51.000000+00:00\", \"2022-11-09 21:08:12.000000+00:00\", \"2019-03-10 04:45:49.000000+00:00\", \"2019-07-24 01:47:33.000000+00:00\"], \"session_ids\": [\"0032a4c6-f3c1-4e73-bf9c-5cadcd571e59\", \"07a25ca8-3a5f-4b97-8050-26dbe5de60c9\", \"9cea43d9-da7d-4824-869b-48a0ab33c116\", \"e9de5f86-acd8-45da-ad63-d6c867ca2fa2\", \"4bf7c812-983f-445a-be32-272b2218a581\", \"8e57e6c6-39cb-4ef5-a24f-9bb697e56832\", \"76b00a75-59be-4a04-a49b-398d1e0e6d8b\", \"a5bd2023-35c0-40d5-ae14-34ac2e54f4ba\", \"dd429515-c344-49e5-b932-0f50894236f9\", \"5ac70701-3670-474a-b4c3-fc493739b6a3\"], \"total_duration\": 4891.0, \"total_sessions\": 10, \"mean_week_duration\": 22.436}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 4 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"64586\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-15 17:40:32.000000+00:00\", \"2020-04-24 06:21:12.000000+00:00\"], \"session_ids\": [\"bc568ac3-a8f1-437b-9baa-5a4b843f7b7c\", \"318c492f-d092-4c00-bd1d-b7f6682775f6\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 14.368}}, {\"19905\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-04-28 22:37:22.000000+00:00\", \"2019-10-05 23:24:10.000000+00:00\"], \"session_ids\": [\"28f372af-832a-454b-a4f2-4e8a986811f5\", \"22acc7a0-5a39-474a-ad4e-dc065b685143\"], \"total_duration\": 486.0, \"total_sessions\": 2, \"mean_week_duration\": 21.13}}, {\"71722\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-28 06:19:11.000000+00:00\", \"2020-11-10 01:19:21.000000+00:00\", \"2021-07-25 08:37:11.000000+00:00\", \"2022-09-11 06:04:16.000000+00:00\"], \"session_ids\": [\"f2f8a58f-4019-4da1-8629-95b42a0ad738\", \"f71a03e9-42e7-4b46-b01d-dc799bf3cc51\", \"04e6483c-5682-46ee-92f2-c5b085257268\", \"5a0661ea-da14-415e-8f45-6e840953580b\"], \"total_duration\": 1445.0, \"total_sessions\": 4, \"mean_week_duration\": 14.745}}, {\"71323\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-13 13:19:54.000000+00:00\", \"2021-11-28 14:30:07.000000+00:00\", \"2019-03-29 02:39:08.000000+00:00\", \"2019-11-11 22:50:10.000000+00:00\", \"2019-10-27 20:14:09.000000+00:00\", \"2020-06-22 12:11:29.000000+00:00\", \"2021-11-02 00:15:51.000000+00:00\", \"2022-11-09 21:08:12.000000+00:00\", \"2019-03-10 04:45:49.000000+00:00\", \"2019-07-24 01:47:33.000000+00:00\"], \"session_ids\": [\"0032a4c6-f3c1-4e73-bf9c-5cadcd571e59\", \"07a25ca8-3a5f-4b97-8050-26dbe5de60c9\", \"9cea43d9-da7d-4824-869b-48a0ab33c116\", \"e9de5f86-acd8-45da-ad63-d6c867ca2fa2\", \"4bf7c812-983f-445a-be32-272b2218a581\", \"8e57e6c6-39cb-4ef5-a24f-9bb697e56832\", \"76b00a75-59be-4a04-a49b-398d1e0e6d8b\", \"a5bd2023-35c0-40d5-ae14-34ac2e54f4ba\", \"dd429515-c344-49e5-b932-0f50894236f9\", \"5ac70701-3670-474a-b4c3-fc493739b6a3\"], \"total_duration\": 4891.0, \"total_sessions\": 10, \"mean_week_duration\": 22.436}}]\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[{\"64586\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-15 17:40:32.000000+00:00\", \"2020-04-24 06:21:12.000000+00:00\"], \"session_ids\": [\"bc568ac3-a8f1-437b-9baa-5a4b843f7b7c\", \"318c492f-d092-4c00-bd1d-b7f6682775f6\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 14.368}}, {\"19905\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-04-28 22:37:22.000000+00:00\", \"2019-10-05 23:24:10.000000+00:00\"], \"session_ids\": [\"28f372af-832a-454b-a4f2-4e8a986811f5\", \"22acc7a0-5a39-474a-ad4e-dc065b685143\"], \"total_duration\": 486.0, \"total_sessions\": 2, \"mean_week_duration\": 21.13}}, {\"71722\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-28 06:19:11.000000+00:00\", \"2020-11-10 01:19:21.000000+00:00\", \"2021-07-25 08:37:11.000000+00:00\", \"2022-09-11 06:04:16.000000+00:00\"], \"session_ids\": [\"f2f8a58f-4019-4da1-8629-95b42a0ad738\", \"f71a03e9-42e7-4b46-b01d-dc799bf3cc51\", \"04e6483c-5682-46ee-92f2-c5b085257268\", \"5a0661ea-da14-415e-8f45-6e840953580b\"], \"total_duration\": 1445.0, \"total_sessions\": 4, \"mean_week_duration\": 14.745}}, {\"71323\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-13 13:19:54.000000+00:00\", \"2021-11-28 14:30:07.000000+00:00\", \"2019-03-29 02:39:08.000000+00:00\", \"2019-11-11 22:50:10.000000+00:00\", \"2019-10-27 20:14:09.000000+00:00\", \"2020-06-22 12:11:29.000000+00:00\", \"2021-11-02 00:15:51.000000+00:00\", \"2022-11-09 21:08:12.000000+00:00\", \"2019-03-10 04:45:49.000000+00:00\", \"2019-07-24 01:47:33.000000+00:00\"], \"session_ids\": [\"0032a4c6-f3c1-4e73-bf9c-5cadcd571e59\", \"07a25ca8-3a5f-4b97-8050-26dbe5de60c9\", \"9cea43d9-da7d-4824-869b-48a0ab33c116\", \"e9de5f86-acd8-45da-ad63-d6c867ca2fa2\", \"4bf7c812-983f-445a-be32-272b2218a581\", \"8e57e6c6-39cb-4ef5-a24f-9bb697e56832\", \"76b00a75-59be-4a04-a49b-398d1e0e6d8b\", \"a5bd2023-35c0-40d5-ae14-34ac2e54f4ba\", \"dd429515-c344-49e5-b932-0f50894236f9\", \"5ac70701-3670-474a-b4c3-fc493739b6a3\"], \"total_duration\": 4891.0, \"total_sessions\": 10, \"mean_week_duration\": 22.436}}]\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 user who has total_sessions smaller than 2 and bigger than 10 (not including) , and put to use sorting by total amount of duration in descending additionaly remain only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"81616\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-02-24 04:46:20.000000+00:00\", \"2019-08-30 16:48:13.000000+00:00\", \"2020-12-10 02:37:43.000000+00:00\", \"2022-12-18 08:54:12.000000+00:00\", \"2022-03-15 08:23:29.000000+00:00\", \"2023-01-02 01:44:00.000000+00:00\"], \"session_ids\": [\"8d753509-60ab-4893-9ba3-2677a796bca4\", \"53625e53-4b82-4950-8a2b-44d315553ead\", \"79b980c6-647d-4566-a814-96b09ff00fa9\", \"918a8873-2b05-46e9-9afd-7b516e2b52e9\", \"da8eab72-e185-4767-a613-51e71015d7fe\", \"1d2911cc-8ca6-40c4-b5af-36acab1e0835\"], \"total_duration\": 76.0, \"total_sessions\": 6, \"mean_week_duration\": 0.418}, \"35359\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-08-18 14:46:31.000000+00:00\", \"2023-03-11 19:01:36.000000+00:00\", \"2022-09-26 12:29:05.000000+00:00\", \"2019-01-31 07:36:07.000000+00:00\", \"2022-02-08 16:54:36.000000+00:00\", \"2022-07-25 08:14:09.000000+00:00\", \"2019-02-04 17:38:01.000000+00:00\"], \"session_ids\": [\"693bcf2b-8c83-4821-882c-2fccf3c29ae1\", \"2db4aeea-13ef-4722-b7cb-3b8224e7bd06\", \"9e2ec1df-bc27-4768-ac2e-af2af91e1a74\", \"6497c89a-3755-4511-97ad-3793e71a7fbd\", \"df52f985-2c7b-4dbc-b0b2-8a7eaaf45772\", \"a06d7bee-b77c-4b51-9561-4c3575c23329\", \"fadfdb8b-be82-4bf9-a7f8-0b95991a01a3\"], \"total_duration\": 727.0, \"total_sessions\": 7, \"mean_week_duration\": 3.381}, \"14542\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 5, \"Apply Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-03-27 14:55:10.000000+00:00\", \"2022-03-13 13:45:37.000000+00:00\"], \"session_ids\": [\"dab5ed1e-8e81-4438-b3eb-1cfee684b0b4\", \"a29400e8-96dc-4f20-9e15-b4ff1a4a9157\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 25.0}, \"78407\": {\"keyflows\": {\"Sign In Flow\": 10, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-08-09 09:19:52.000000+00:00\", \"2019-08-25 04:07:52.000000+00:00\", \"2020-07-22 06:46:51.000000+00:00\"], \"session_ids\": [\"b378578a-8289-4c91-bddb-b8a36163a2e9\", \"d4742e50-37e3-4671-95f7-cdeb2441cf4b\", \"731cf030-130e-4b40-bd4f-e16782aa9bc0\"], \"total_duration\": 703.0, \"total_sessions\": 3, \"mean_week_duration\": 6.825}, \"36902\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-02-14 11:57:03.000000+00:00\", \"2020-04-21 00:05:03.000000+00:00\", \"2021-01-13 12:36:34.000000+00:00\", \"2020-07-29 20:45:58.000000+00:00\", \"2019-10-15 17:37:25.000000+00:00\", \"2023-01-21 05:46:12.000000+00:00\", \"2021-06-24 02:56:59.000000+00:00\", \"2022-06-10 10:51:10.000000+00:00\"], \"session_ids\": [\"01c5c3d3-399d-4278-abb7-2c803dd2809d\", \"660879e4-0493-43fe-9780-3e18f4fd7693\", \"3dfdf6d4-3cdc-454d-ad10-bf6937f7bf32\", \"3bd3851a-b1e2-43b3-81a3-8ead4ac5d772\", \"76510584-847f-4e5c-a747-656967a13722\", \"43f68ded-6c3c-41e2-a846-5f57684b59ef\", \"1f02ed4e-a822-4a39-849d-c1bad6558956\", \"e14e037e-e648-4678-bb02-5118675da562\"], \"total_duration\": 471.0, \"total_sessions\": 8, \"mean_week_duration\": 2.286}, \"22020\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-11-16 23:46:49.000000+00:00\", \"2021-11-02 17:32:55.000000+00:00\"], \"session_ids\": [\"064b5526-8cb6-471c-a4ea-0e5aea4424bb\", \"f32aea16-86e9-4c08-b6b6-db2b86f29e4f\"], \"total_duration\": 277.0, \"total_sessions\": 2, \"mean_week_duration\": 5.036}, \"42221\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-02-27 11:24:58.000000+00:00\", \"2022-08-15 03:11:58.000000+00:00\"], \"session_ids\": [\"4e68cd18-a6bd-46cf-8233-3859dcf8d7d3\", \"a448fc27-800a-4288-bc76-cd10e77c7007\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.233}, \"97781\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-10-11 09:01:17.000000+00:00\", \"2022-12-18 08:32:20.000000+00:00\"], \"session_ids\": [\"650b8f47-5fb1-4889-b5d2-a63490031012\", \"740823ce-50a2-4301-8133-2f252a2b0b54\"], \"total_duration\": 418.0, \"total_sessions\": 2, \"mean_week_duration\": 41.8}, \"43716\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-10-24 02:16:14.000000+00:00\", \"2020-09-18 13:08:56.000000+00:00\"], \"session_ids\": [\"92dad1f1-cb96-40bc-9e30-02152bc4c0d2\", \"4e1f3084-2a0d-454e-879b-32edc65ce94f\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 4.966}, \"70785\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-07-08 09:29:37.000000+00:00\", \"2022-04-12 13:20:33.000000+00:00\", \"2023-05-06 09:59:06.000000+00:00\", \"2020-07-25 07:56:07.000000+00:00\", \"2023-04-07 23:49:30.000000+00:00\", \"2021-12-30 21:31:52.000000+00:00\"], \"session_ids\": [\"5bd16687-c02b-4244-80ee-2abb43a3715a\", \"dea1a332-d635-4cd7-99e3-6a11924a9d0c\", \"78fd72a4-007f-48c8-83f1-53d34340dcdb\", \"52ad20fe-36be-476d-8dcd-60f8900f8690\", \"a7ed97cd-7dd2-4a51-bcc4-9ac8d092e9d8\", \"747e6122-5d71-4546-894c-31e3463df56c\"], \"total_duration\": 72.0, \"total_sessions\": 6, \"mean_week_duration\": 0.486}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or less than 2 and are greater than 10"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_sessions\": [[2, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"14542\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 5, \"Apply Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-03-27 14:55:10.000000+00:00\", \"2022-03-13 13:45:37.000000+00:00\"], \"session_ids\": [\"dab5ed1e-8e81-4438-b3eb-1cfee684b0b4\", \"a29400e8-96dc-4f20-9e15-b4ff1a4a9157\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 25.0}, \"22020\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-11-16 23:46:49.000000+00:00\", \"2021-11-02 17:32:55.000000+00:00\"], \"session_ids\": [\"064b5526-8cb6-471c-a4ea-0e5aea4424bb\", \"f32aea16-86e9-4c08-b6b6-db2b86f29e4f\"], \"total_duration\": 277.0, \"total_sessions\": 2, \"mean_week_duration\": 5.036}, \"42221\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-02-27 11:24:58.000000+00:00\", \"2022-08-15 03:11:58.000000+00:00\"], \"session_ids\": [\"4e68cd18-a6bd-46cf-8233-3859dcf8d7d3\", \"a448fc27-800a-4288-bc76-cd10e77c7007\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.233}, \"97781\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-10-11 09:01:17.000000+00:00\", \"2022-12-18 08:32:20.000000+00:00\"], \"session_ids\": [\"650b8f47-5fb1-4889-b5d2-a63490031012\", \"740823ce-50a2-4301-8133-2f252a2b0b54\"], \"total_duration\": 418.0, \"total_sessions\": 2, \"mean_week_duration\": 41.8}, \"43716\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-10-24 02:16:14.000000+00:00\", \"2020-09-18 13:08:56.000000+00:00\"], \"session_ids\": [\"92dad1f1-cb96-40bc-9e30-02152bc4c0d2\", \"4e1f3084-2a0d-454e-879b-32edc65ce94f\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 4.966}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"97781\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-10-11 09:01:17.000000+00:00\", \"2022-12-18 08:32:20.000000+00:00\"], \"session_ids\": [\"650b8f47-5fb1-4889-b5d2-a63490031012\", \"740823ce-50a2-4301-8133-2f252a2b0b54\"], \"total_duration\": 418.0, \"total_sessions\": 2, \"mean_week_duration\": 41.8}}, {\"43716\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-10-24 02:16:14.000000+00:00\", \"2020-09-18 13:08:56.000000+00:00\"], \"session_ids\": [\"92dad1f1-cb96-40bc-9e30-02152bc4c0d2\", \"4e1f3084-2a0d-454e-879b-32edc65ce94f\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 4.966}}, {\"22020\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-11-16 23:46:49.000000+00:00\", \"2021-11-02 17:32:55.000000+00:00\"], \"session_ids\": [\"064b5526-8cb6-471c-a4ea-0e5aea4424bb\", \"f32aea16-86e9-4c08-b6b6-db2b86f29e4f\"], \"total_duration\": 277.0, \"total_sessions\": 2, \"mean_week_duration\": 5.036}}, {\"14542\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 5, \"Apply Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-03-27 14:55:10.000000+00:00\", \"2022-03-13 13:45:37.000000+00:00\"], \"session_ids\": [\"dab5ed1e-8e81-4438-b3eb-1cfee684b0b4\", \"a29400e8-96dc-4f20-9e15-b4ff1a4a9157\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 25.0}}, {\"42221\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-02-27 11:24:58.000000+00:00\", \"2022-08-15 03:11:58.000000+00:00\"], \"session_ids\": [\"4e68cd18-a6bd-46cf-8233-3859dcf8d7d3\", \"a448fc27-800a-4288-bc76-cd10e77c7007\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.233}}]\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[{\"97781\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-10-11 09:01:17.000000+00:00\", \"2022-12-18 08:32:20.000000+00:00\"], \"session_ids\": [\"650b8f47-5fb1-4889-b5d2-a63490031012\", \"740823ce-50a2-4301-8133-2f252a2b0b54\"], \"total_duration\": 418.0, \"total_sessions\": 2, \"mean_week_duration\": 41.8}}, {\"43716\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-10-24 02:16:14.000000+00:00\", \"2020-09-18 13:08:56.000000+00:00\"], \"session_ids\": [\"92dad1f1-cb96-40bc-9e30-02152bc4c0d2\", \"4e1f3084-2a0d-454e-879b-32edc65ce94f\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 4.966}}, {\"22020\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-11-16 23:46:49.000000+00:00\", \"2021-11-02 17:32:55.000000+00:00\"], \"session_ids\": [\"064b5526-8cb6-471c-a4ea-0e5aea4424bb\", \"f32aea16-86e9-4c08-b6b6-db2b86f29e4f\"], \"total_duration\": 277.0, \"total_sessions\": 2, \"mean_week_duration\": 5.036}}]\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[{\"97781\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-10-11 09:01:17.000000+00:00\", \"2022-12-18 08:32:20.000000+00:00\"], \"session_ids\": [\"650b8f47-5fb1-4889-b5d2-a63490031012\", \"740823ce-50a2-4301-8133-2f252a2b0b54\"], \"total_duration\": 418.0, \"total_sessions\": 2, \"mean_week_duration\": 41.8}}, {\"43716\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-10-24 02:16:14.000000+00:00\", \"2020-09-18 13:08:56.000000+00:00\"], \"session_ids\": [\"92dad1f1-cb96-40bc-9e30-02152bc4c0d2\", \"4e1f3084-2a0d-454e-879b-32edc65ce94f\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 4.966}}, {\"22020\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-11-16 23:46:49.000000+00:00\", \"2021-11-02 17:32:55.000000+00:00\"], \"session_ids\": [\"064b5526-8cb6-471c-a4ea-0e5aea4424bb\", \"f32aea16-86e9-4c08-b6b6-db2b86f29e4f\"], \"total_duration\": 277.0, \"total_sessions\": 2, \"mean_week_duration\": 5.036}}]\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 2 users whose total time using the app is strictly less than 4125 and strictly greater than 61 in addition implement sorting by time using the app risingly."
}
] |
[
{
"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{\"38732\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-02-03 17:47:20.000000+00:00\", \"2022-01-17 21:55:49.000000+00:00\", \"2021-02-11 15:33:14.000000+00:00\", \"2023-01-16 06:13:36.000000+00:00\", \"2022-12-16 16:13:49.000000+00:00\", \"2020-10-11 05:28:28.000000+00:00\", \"2021-07-12 19:52:01.000000+00:00\", \"2023-03-08 18:17:45.000000+00:00\"], \"session_ids\": [\"3d774497-c99c-4ca0-9212-09c7a91f8e7a\", \"1f78a7bf-6649-4904-ad59-527a7954ce23\", \"ed257dc6-92f6-4f44-a25d-0b8951be4435\", \"1b3cf7c1-d4dc-45ff-8b28-afce55c500ee\", \"484e309f-17bb-4b58-a755-11af85024b9f\", \"4507a847-1862-49c8-ae81-3116481f350e\", \"e28f612c-1cfe-4dc9-9f46-7f8c4cd24451\", \"f1901994-7db3-48a7-a4b1-df4aef729347\"], \"total_duration\": 6515.0, \"total_sessions\": 8, \"mean_week_duration\": 51.706}, \"37398\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-01-07 06:13:31.000000+00:00\", \"2021-06-26 20:34:11.000000+00:00\"], \"session_ids\": [\"001ed7d8-0933-4d0c-8a82-986bf31f229d\", \"2b4a66ad-0731-4621-8cb6-0166ac6e1522\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 1.012}, \"20140\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-11-06 12:15:48.000000+00:00\", \"2021-10-23 16:14:23.000000+00:00\"], \"session_ids\": [\"96279e14-dd21-43c0-ab67-92693568c32a\", \"f35acb5f-3e14-4f73-9f12-2fe77b5ac14f\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.233}, \"74834\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-08 16:36:43.000000+00:00\", \"2019-09-12 06:36:34.000000+00:00\", \"2020-04-11 09:57:01.000000+00:00\"], \"session_ids\": [\"52fa2d2e-ae5b-40cc-b990-ebfbbecd03db\", \"781329c0-2d5e-4e5a-acf2-50df997bb71b\", \"e7d0bab0-b561-442b-bc81-23363f41bfec\"], \"total_duration\": 132.0, \"total_sessions\": 3, \"mean_week_duration\": 4.258}, \"51335\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-05-21 01:36:02.000000+00:00\", \"2020-03-03 15:37:26.000000+00:00\", \"2022-07-18 02:48:26.000000+00:00\"], \"session_ids\": [\"95353111-867c-47cf-92fb-544be1fa1df2\", \"054285a9-9690-474d-a316-13e3fc24c664\", \"ca01d5ec-fb86-4331-ac84-320faaa2cc03\"], \"total_duration\": 37.0, \"total_sessions\": 3, \"mean_week_duration\": 0.298}, \"65576\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2020-05-02 03:08:08.000000+00:00\", \"2021-01-21 16:04:05.000000+00:00\"], \"session_ids\": [\"4f657df2-fb9d-4492-b9ed-53bc92c42d76\", \"0f11e211-b7c7-4286-b7ae-67364e32f018\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 3.974}, \"11242\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-07 18:43:12.000000+00:00\", \"2019-10-24 02:34:59.000000+00:00\", \"2020-01-11 11:08:56.000000+00:00\", \"2021-03-08 18:52:00.000000+00:00\"], \"session_ids\": [\"ebddf415-9ca2-40a9-aa39-1b9aaa90cd59\", \"2c497da2-990d-4408-a95b-560303b4c9f6\", \"73fe520b-52aa-4d82-8f98-ba5b0d7f620e\", \"63cb2d64-504c-4137-9919-2b7fe6f0a461\"], \"total_duration\": 276.0, \"total_sessions\": 4, \"mean_week_duration\": 3.833}, \"25529\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-09-18 09:38:39.000000+00:00\", \"2022-09-29 03:58:47.000000+00:00\"], \"session_ids\": [\"c8a51b4e-c953-4106-aa6c-9f5bf1ab320b\", \"369d2cd8-8465-4226-b7ad-c0b516b2b756\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 1.444}, \"42041\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-14 09:56:09.000000+00:00\", \"2021-10-09 15:00:38.000000+00:00\"], \"session_ids\": [\"947390ee-cb8a-4639-b872-fa4b48c19b0e\", \"621b92ff-51dd-4df0-97a6-4babfd9e3d7b\"], \"total_duration\": 276.0, \"total_sessions\": 2, \"mean_week_duration\": 16.235}, \"87751\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-05-13 03:33:25.000000+00:00\", \"2021-07-20 19:23:13.000000+00:00\"], \"session_ids\": [\"49f23bcc-8d3b-4543-8192-e1287d6e8cee\", \"108680f9-00d4-4a75-a56a-cd5c4fe2e761\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 4.7}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are greater than 61 and are less than 4125"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"total_duration\": [[61, 4125]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"37398\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-01-07 06:13:31.000000+00:00\", \"2021-06-26 20:34:11.000000+00:00\"], \"session_ids\": [\"001ed7d8-0933-4d0c-8a82-986bf31f229d\", \"2b4a66ad-0731-4621-8cb6-0166ac6e1522\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 1.012}, \"74834\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-08 16:36:43.000000+00:00\", \"2019-09-12 06:36:34.000000+00:00\", \"2020-04-11 09:57:01.000000+00:00\"], \"session_ids\": [\"52fa2d2e-ae5b-40cc-b990-ebfbbecd03db\", \"781329c0-2d5e-4e5a-acf2-50df997bb71b\", \"e7d0bab0-b561-442b-bc81-23363f41bfec\"], \"total_duration\": 132.0, \"total_sessions\": 3, \"mean_week_duration\": 4.258}, \"65576\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2020-05-02 03:08:08.000000+00:00\", \"2021-01-21 16:04:05.000000+00:00\"], \"session_ids\": [\"4f657df2-fb9d-4492-b9ed-53bc92c42d76\", \"0f11e211-b7c7-4286-b7ae-67364e32f018\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 3.974}, \"11242\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-07 18:43:12.000000+00:00\", \"2019-10-24 02:34:59.000000+00:00\", \"2020-01-11 11:08:56.000000+00:00\", \"2021-03-08 18:52:00.000000+00:00\"], \"session_ids\": [\"ebddf415-9ca2-40a9-aa39-1b9aaa90cd59\", \"2c497da2-990d-4408-a95b-560303b4c9f6\", \"73fe520b-52aa-4d82-8f98-ba5b0d7f620e\", \"63cb2d64-504c-4137-9919-2b7fe6f0a461\"], \"total_duration\": 276.0, \"total_sessions\": 4, \"mean_week_duration\": 3.833}, \"25529\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-09-18 09:38:39.000000+00:00\", \"2022-09-29 03:58:47.000000+00:00\"], \"session_ids\": [\"c8a51b4e-c953-4106-aa6c-9f5bf1ab320b\", \"369d2cd8-8465-4226-b7ad-c0b516b2b756\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 1.444}, \"42041\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-14 09:56:09.000000+00:00\", \"2021-10-09 15:00:38.000000+00:00\"], \"session_ids\": [\"947390ee-cb8a-4639-b872-fa4b48c19b0e\", \"621b92ff-51dd-4df0-97a6-4babfd9e3d7b\"], \"total_duration\": 276.0, \"total_sessions\": 2, \"mean_week_duration\": 16.235}}\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[{\"25529\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-09-18 09:38:39.000000+00:00\", \"2022-09-29 03:58:47.000000+00:00\"], \"session_ids\": [\"c8a51b4e-c953-4106-aa6c-9f5bf1ab320b\", \"369d2cd8-8465-4226-b7ad-c0b516b2b756\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 1.444}}, {\"37398\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-01-07 06:13:31.000000+00:00\", \"2021-06-26 20:34:11.000000+00:00\"], \"session_ids\": [\"001ed7d8-0933-4d0c-8a82-986bf31f229d\", \"2b4a66ad-0731-4621-8cb6-0166ac6e1522\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 1.012}}, {\"74834\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-08 16:36:43.000000+00:00\", \"2019-09-12 06:36:34.000000+00:00\", \"2020-04-11 09:57:01.000000+00:00\"], \"session_ids\": [\"52fa2d2e-ae5b-40cc-b990-ebfbbecd03db\", \"781329c0-2d5e-4e5a-acf2-50df997bb71b\", \"e7d0bab0-b561-442b-bc81-23363f41bfec\"], \"total_duration\": 132.0, \"total_sessions\": 3, \"mean_week_duration\": 4.258}}, {\"65576\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2020-05-02 03:08:08.000000+00:00\", \"2021-01-21 16:04:05.000000+00:00\"], \"session_ids\": [\"4f657df2-fb9d-4492-b9ed-53bc92c42d76\", \"0f11e211-b7c7-4286-b7ae-67364e32f018\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 3.974}}, {\"11242\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-07 18:43:12.000000+00:00\", \"2019-10-24 02:34:59.000000+00:00\", \"2020-01-11 11:08:56.000000+00:00\", \"2021-03-08 18:52:00.000000+00:00\"], \"session_ids\": [\"ebddf415-9ca2-40a9-aa39-1b9aaa90cd59\", \"2c497da2-990d-4408-a95b-560303b4c9f6\", \"73fe520b-52aa-4d82-8f98-ba5b0d7f620e\", \"63cb2d64-504c-4137-9919-2b7fe6f0a461\"], \"total_duration\": 276.0, \"total_sessions\": 4, \"mean_week_duration\": 3.833}}, {\"42041\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-14 09:56:09.000000+00:00\", \"2021-10-09 15:00:38.000000+00:00\"], \"session_ids\": [\"947390ee-cb8a-4639-b872-fa4b48c19b0e\", \"621b92ff-51dd-4df0-97a6-4babfd9e3d7b\"], \"total_duration\": 276.0, \"total_sessions\": 2, \"mean_week_duration\": 16.235}}]\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[{\"25529\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-09-18 09:38:39.000000+00:00\", \"2022-09-29 03:58:47.000000+00:00\"], \"session_ids\": [\"c8a51b4e-c953-4106-aa6c-9f5bf1ab320b\", \"369d2cd8-8465-4226-b7ad-c0b516b2b756\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 1.444}}, {\"37398\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-01-07 06:13:31.000000+00:00\", \"2021-06-26 20:34:11.000000+00:00\"], \"session_ids\": [\"001ed7d8-0933-4d0c-8a82-986bf31f229d\", \"2b4a66ad-0731-4621-8cb6-0166ac6e1522\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 1.012}}]\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[{\"25529\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-09-18 09:38:39.000000+00:00\", \"2022-09-29 03:58:47.000000+00:00\"], \"session_ids\": [\"c8a51b4e-c953-4106-aa6c-9f5bf1ab320b\", \"369d2cd8-8465-4226-b7ad-c0b516b2b756\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 1.444}}, {\"37398\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-01-07 06:13:31.000000+00:00\", \"2021-06-26 20:34:11.000000+00:00\"], \"session_ids\": [\"001ed7d8-0933-4d0c-8a82-986bf31f229d\", \"2b4a66ad-0731-4621-8cb6-0166ac6e1522\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 1.012}}]\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 3 users with a duration summation of sessions per week that is higher than 7 and lower than 49, exclusive 7 and 49 and in addition carry out sorting by time spent on the site in ascending order plus get rid of all entries, except 4."
}
] |
[
{
"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{\"58982\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-03-07 19:14:01.000000+00:00\", \"2019-05-11 00:13:01.000000+00:00\"], \"session_ids\": [\"502ca6e0-ae99-4b43-8669-c8c446c3dfd3\", \"b880c2c9-a0ad-4e34-aea8-a5458c3768e3\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 3.76}, \"82299\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-07-23 06:20:20.000000+00:00\", \"2019-11-14 16:47:14.000000+00:00\", \"2021-03-15 23:00:33.000000+00:00\", \"2023-01-09 09:43:07.000000+00:00\"], \"session_ids\": [\"b2a64cd1-46df-4ac3-b974-52cb3e186025\", \"66074037-f137-4cdf-acb9-18aeeb8a17f7\", \"76071f4a-8aa7-46a6-a750-fb2fdb4b083a\", \"5fbd1add-6a3e-4e1c-8199-9bfb74d2fd99\"], \"total_duration\": 133.0, \"total_sessions\": 4, \"mean_week_duration\": 0.806}, \"14651\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-12-08 09:51:48.000000+00:00\", \"2019-07-14 08:43:04.000000+00:00\", \"2019-06-27 13:06:04.000000+00:00\", \"2022-04-26 17:32:53.000000+00:00\", \"2023-01-08 11:49:34.000000+00:00\", \"2023-02-17 18:53:33.000000+00:00\", \"2020-03-07 18:35:52.000000+00:00\", \"2020-06-25 01:36:24.000000+00:00\", \"2019-12-25 14:04:06.000000+00:00\", \"2020-02-14 03:16:36.000000+00:00\", \"2023-03-21 18:58:08.000000+00:00\"], \"session_ids\": [\"8377681e-36ff-44e3-a265-811fc863679f\", \"3d1e66d8-7897-4eea-965c-4735ca93c344\", \"ad908434-1f1f-4d44-a066-8bf1027e1aa8\", \"792e4f15-8c89-47bc-9c1f-d9337df9290c\", \"2fcf4181-40dc-440a-981d-e0f720a432ae\", \"f4740c9e-83a9-4076-8c6d-6a9bb5c71756\", \"f0b17b8a-8f0a-43f3-b4d2-db0dffe4eea3\", \"f8341e87-8a8a-440d-9088-70fcd6d769cc\", \"1a9eab23-4b9e-40c2-b722-2bfeab286bfb\", \"6e7d080e-2018-4ca0-9d2f-8b212ca0018b\", \"a9fecea9-756d-47d6-a47a-0ba9de40735d\"], \"total_duration\": 47821.0, \"total_sessions\": 11, \"mean_week_duration\": 245.236}, \"3389\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-11-27 14:25:31.000000+00:00\", \"2022-10-03 03:54:59.000000+00:00\", \"2022-07-10 12:59:55.000000+00:00\", \"2021-04-30 09:39:37.000000+00:00\", \"2021-05-20 07:37:44.000000+00:00\", \"2021-05-24 04:32:14.000000+00:00\", \"2021-04-13 16:42:01.000000+00:00\", \"2021-12-16 08:34:39.000000+00:00\"], \"session_ids\": [\"b7a0fa5a-aad9-471b-81a7-98b34d8adaf9\", \"7e73df48-6d63-40d6-9535-5cb16d09056a\", \"fca67a58-1a36-403a-bb72-826e502c833e\", \"61e088ac-c074-47ca-a04d-5a0d9549c099\", \"330853a3-e432-4329-b259-6235ca3d8633\", \"dc89e739-c5e4-4d84-a27e-cf224693fdee\", \"37ddce7f-8de4-4c17-9e77-051e17c0cd66\", \"05a3dacd-f30b-4341-bc28-b87c99680268\"], \"total_duration\": 7075.0, \"total_sessions\": 8, \"mean_week_duration\": 47.483}, \"7661\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-12-24 14:38:19.000000+00:00\", \"2021-04-27 06:32:32.000000+00:00\"], \"session_ids\": [\"7f946edd-78c7-4ef6-9aa7-6c094384f1a0\", \"7f9aa65a-6424-45b6-8692-f51b2355a324\"], \"total_duration\": 304.0, \"total_sessions\": 2, \"mean_week_duration\": 16.889}, \"50339\": {\"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\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-06-03 22:16:43.000000+00:00\", \"2021-12-28 21:12:29.000000+00:00\", \"2022-10-26 09:13:59.000000+00:00\"], \"session_ids\": [\"31abc2c9-995e-4df0-a876-43a2cccb4032\", \"a3df5ec6-84f0-4738-84bf-feb79b760b19\", \"e53b7fd6-cdfc-434a-a16a-9d2a82aade8f\"], \"total_duration\": 290.0, \"total_sessions\": 3, \"mean_week_duration\": 3.973}, \"32568\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-04-14 15:00:45.000000+00:00\", \"2022-10-20 19:25:49.000000+00:00\", \"2021-09-10 20:55:44.000000+00:00\"], \"session_ids\": [\"528ccdbb-e763-4e48-af82-20ae1524ecca\", \"f4161977-a1b3-45c2-8eb3-a393d36d7785\", \"70b8e9ff-c12b-40e8-b0a4-2d9b5d771b40\"], \"total_duration\": 404.0, \"total_sessions\": 3, \"mean_week_duration\": 4.867}, \"65997\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-01-27 02:00:17.000000+00:00\", \"2022-08-27 15:06:53.000000+00:00\", \"2019-09-16 20:28:09.000000+00:00\", \"2021-02-10 12:57:01.000000+00:00\"], \"session_ids\": [\"ab382346-e893-4bab-a2a1-41774ad45377\", \"f70af157-f6d2-460e-b85d-ba70da71e689\", \"e6daaf40-10be-4029-bb72-9e27f1d42a01\", \"1c746124-5fe3-46c3-b0da-d509d052d0a0\"], \"total_duration\": 998.0, \"total_sessions\": 4, \"mean_week_duration\": 5.337}, \"44242\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-04-22 09:14:03.000000+00:00\", \"2019-02-22 21:19:06.000000+00:00\"], \"session_ids\": [\"950c43bc-41ee-4101-b899-d70f5205152d\", \"1d958b75-6134-4f10-9185-a96e4aedb329\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 3.009}, \"43542\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-12-31 11:16:02.000000+00:00\", \"2022-09-26 21:33:34.000000+00:00\", \"2021-07-05 01:17:22.000000+00:00\", \"2020-10-03 07:06:17.000000+00:00\", \"2022-04-12 00:00:36.000000+00:00\", \"2022-05-08 11:04:36.000000+00:00\", \"2022-06-08 13:44:56.000000+00:00\", \"2019-07-22 11:06:44.000000+00:00\"], \"session_ids\": [\"c49b2002-3d8f-43e7-9f90-42f556f9c14a\", \"6b1afe24-4975-4fb2-b01c-e411649cb799\", \"4103edc4-0911-464c-8a60-a8338f837e9b\", \"e23e34d0-9a9c-4fbf-b6c4-5d5346529e97\", \"5d4d37fe-ba40-4bf7-aa2d-8e7911370842\", \"05fbc109-4cfa-48a2-892c-fbbe253a0363\", \"efbffc7a-245a-4bfb-9b8f-ebb3c7bf198d\", \"9d3067b2-8d65-4724-b144-085159894d90\"], \"total_duration\": 4242.0, \"total_sessions\": 8, \"mean_week_duration\": 23.567}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are greater than 7 and are less than 49"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[7, 49]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"3389\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-11-27 14:25:31.000000+00:00\", \"2022-10-03 03:54:59.000000+00:00\", \"2022-07-10 12:59:55.000000+00:00\", \"2021-04-30 09:39:37.000000+00:00\", \"2021-05-20 07:37:44.000000+00:00\", \"2021-05-24 04:32:14.000000+00:00\", \"2021-04-13 16:42:01.000000+00:00\", \"2021-12-16 08:34:39.000000+00:00\"], \"session_ids\": [\"b7a0fa5a-aad9-471b-81a7-98b34d8adaf9\", \"7e73df48-6d63-40d6-9535-5cb16d09056a\", \"fca67a58-1a36-403a-bb72-826e502c833e\", \"61e088ac-c074-47ca-a04d-5a0d9549c099\", \"330853a3-e432-4329-b259-6235ca3d8633\", \"dc89e739-c5e4-4d84-a27e-cf224693fdee\", \"37ddce7f-8de4-4c17-9e77-051e17c0cd66\", \"05a3dacd-f30b-4341-bc28-b87c99680268\"], \"total_duration\": 7075.0, \"total_sessions\": 8, \"mean_week_duration\": 47.483}, \"7661\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-12-24 14:38:19.000000+00:00\", \"2021-04-27 06:32:32.000000+00:00\"], \"session_ids\": [\"7f946edd-78c7-4ef6-9aa7-6c094384f1a0\", \"7f9aa65a-6424-45b6-8692-f51b2355a324\"], \"total_duration\": 304.0, \"total_sessions\": 2, \"mean_week_duration\": 16.889}, \"43542\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-12-31 11:16:02.000000+00:00\", \"2022-09-26 21:33:34.000000+00:00\", \"2021-07-05 01:17:22.000000+00:00\", \"2020-10-03 07:06:17.000000+00:00\", \"2022-04-12 00:00:36.000000+00:00\", \"2022-05-08 11:04:36.000000+00:00\", \"2022-06-08 13:44:56.000000+00:00\", \"2019-07-22 11:06:44.000000+00:00\"], \"session_ids\": [\"c49b2002-3d8f-43e7-9f90-42f556f9c14a\", \"6b1afe24-4975-4fb2-b01c-e411649cb799\", \"4103edc4-0911-464c-8a60-a8338f837e9b\", \"e23e34d0-9a9c-4fbf-b6c4-5d5346529e97\", \"5d4d37fe-ba40-4bf7-aa2d-8e7911370842\", \"05fbc109-4cfa-48a2-892c-fbbe253a0363\", \"efbffc7a-245a-4bfb-9b8f-ebb3c7bf198d\", \"9d3067b2-8d65-4724-b144-085159894d90\"], \"total_duration\": 4242.0, \"total_sessions\": 8, \"mean_week_duration\": 23.567}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"7661\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-12-24 14:38:19.000000+00:00\", \"2021-04-27 06:32:32.000000+00:00\"], \"session_ids\": [\"7f946edd-78c7-4ef6-9aa7-6c094384f1a0\", \"7f9aa65a-6424-45b6-8692-f51b2355a324\"], \"total_duration\": 304.0, \"total_sessions\": 2, \"mean_week_duration\": 16.889}}, {\"43542\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-12-31 11:16:02.000000+00:00\", \"2022-09-26 21:33:34.000000+00:00\", \"2021-07-05 01:17:22.000000+00:00\", \"2020-10-03 07:06:17.000000+00:00\", \"2022-04-12 00:00:36.000000+00:00\", \"2022-05-08 11:04:36.000000+00:00\", \"2022-06-08 13:44:56.000000+00:00\", \"2019-07-22 11:06:44.000000+00:00\"], \"session_ids\": [\"c49b2002-3d8f-43e7-9f90-42f556f9c14a\", \"6b1afe24-4975-4fb2-b01c-e411649cb799\", \"4103edc4-0911-464c-8a60-a8338f837e9b\", \"e23e34d0-9a9c-4fbf-b6c4-5d5346529e97\", \"5d4d37fe-ba40-4bf7-aa2d-8e7911370842\", \"05fbc109-4cfa-48a2-892c-fbbe253a0363\", \"efbffc7a-245a-4bfb-9b8f-ebb3c7bf198d\", \"9d3067b2-8d65-4724-b144-085159894d90\"], \"total_duration\": 4242.0, \"total_sessions\": 8, \"mean_week_duration\": 23.567}}, {\"3389\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-11-27 14:25:31.000000+00:00\", \"2022-10-03 03:54:59.000000+00:00\", \"2022-07-10 12:59:55.000000+00:00\", \"2021-04-30 09:39:37.000000+00:00\", \"2021-05-20 07:37:44.000000+00:00\", \"2021-05-24 04:32:14.000000+00:00\", \"2021-04-13 16:42:01.000000+00:00\", \"2021-12-16 08:34:39.000000+00:00\"], \"session_ids\": [\"b7a0fa5a-aad9-471b-81a7-98b34d8adaf9\", \"7e73df48-6d63-40d6-9535-5cb16d09056a\", \"fca67a58-1a36-403a-bb72-826e502c833e\", \"61e088ac-c074-47ca-a04d-5a0d9549c099\", \"330853a3-e432-4329-b259-6235ca3d8633\", \"dc89e739-c5e4-4d84-a27e-cf224693fdee\", \"37ddce7f-8de4-4c17-9e77-051e17c0cd66\", \"05a3dacd-f30b-4341-bc28-b87c99680268\"], \"total_duration\": 7075.0, \"total_sessions\": 8, \"mean_week_duration\": 47.483}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 4 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"7661\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-12-24 14:38:19.000000+00:00\", \"2021-04-27 06:32:32.000000+00:00\"], \"session_ids\": [\"7f946edd-78c7-4ef6-9aa7-6c094384f1a0\", \"7f9aa65a-6424-45b6-8692-f51b2355a324\"], \"total_duration\": 304.0, \"total_sessions\": 2, \"mean_week_duration\": 16.889}}, {\"43542\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-12-31 11:16:02.000000+00:00\", \"2022-09-26 21:33:34.000000+00:00\", \"2021-07-05 01:17:22.000000+00:00\", \"2020-10-03 07:06:17.000000+00:00\", \"2022-04-12 00:00:36.000000+00:00\", \"2022-05-08 11:04:36.000000+00:00\", \"2022-06-08 13:44:56.000000+00:00\", \"2019-07-22 11:06:44.000000+00:00\"], \"session_ids\": [\"c49b2002-3d8f-43e7-9f90-42f556f9c14a\", \"6b1afe24-4975-4fb2-b01c-e411649cb799\", \"4103edc4-0911-464c-8a60-a8338f837e9b\", \"e23e34d0-9a9c-4fbf-b6c4-5d5346529e97\", \"5d4d37fe-ba40-4bf7-aa2d-8e7911370842\", \"05fbc109-4cfa-48a2-892c-fbbe253a0363\", \"efbffc7a-245a-4bfb-9b8f-ebb3c7bf198d\", \"9d3067b2-8d65-4724-b144-085159894d90\"], \"total_duration\": 4242.0, \"total_sessions\": 8, \"mean_week_duration\": 23.567}}, {\"3389\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-11-27 14:25:31.000000+00:00\", \"2022-10-03 03:54:59.000000+00:00\", \"2022-07-10 12:59:55.000000+00:00\", \"2021-04-30 09:39:37.000000+00:00\", \"2021-05-20 07:37:44.000000+00:00\", \"2021-05-24 04:32:14.000000+00:00\", \"2021-04-13 16:42:01.000000+00:00\", \"2021-12-16 08:34:39.000000+00:00\"], \"session_ids\": [\"b7a0fa5a-aad9-471b-81a7-98b34d8adaf9\", \"7e73df48-6d63-40d6-9535-5cb16d09056a\", \"fca67a58-1a36-403a-bb72-826e502c833e\", \"61e088ac-c074-47ca-a04d-5a0d9549c099\", \"330853a3-e432-4329-b259-6235ca3d8633\", \"dc89e739-c5e4-4d84-a27e-cf224693fdee\", \"37ddce7f-8de4-4c17-9e77-051e17c0cd66\", \"05a3dacd-f30b-4341-bc28-b87c99680268\"], \"total_duration\": 7075.0, \"total_sessions\": 8, \"mean_week_duration\": 47.483}}]\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[{\"7661\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-12-24 14:38:19.000000+00:00\", \"2021-04-27 06:32:32.000000+00:00\"], \"session_ids\": [\"7f946edd-78c7-4ef6-9aa7-6c094384f1a0\", \"7f9aa65a-6424-45b6-8692-f51b2355a324\"], \"total_duration\": 304.0, \"total_sessions\": 2, \"mean_week_duration\": 16.889}}, {\"43542\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-12-31 11:16:02.000000+00:00\", \"2022-09-26 21:33:34.000000+00:00\", \"2021-07-05 01:17:22.000000+00:00\", \"2020-10-03 07:06:17.000000+00:00\", \"2022-04-12 00:00:36.000000+00:00\", \"2022-05-08 11:04:36.000000+00:00\", \"2022-06-08 13:44:56.000000+00:00\", \"2019-07-22 11:06:44.000000+00:00\"], \"session_ids\": [\"c49b2002-3d8f-43e7-9f90-42f556f9c14a\", \"6b1afe24-4975-4fb2-b01c-e411649cb799\", \"4103edc4-0911-464c-8a60-a8338f837e9b\", \"e23e34d0-9a9c-4fbf-b6c4-5d5346529e97\", \"5d4d37fe-ba40-4bf7-aa2d-8e7911370842\", \"05fbc109-4cfa-48a2-892c-fbbe253a0363\", \"efbffc7a-245a-4bfb-9b8f-ebb3c7bf198d\", \"9d3067b2-8d65-4724-b144-085159894d90\"], \"total_duration\": 4242.0, \"total_sessions\": 8, \"mean_week_duration\": 23.567}}, {\"3389\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-11-27 14:25:31.000000+00:00\", \"2022-10-03 03:54:59.000000+00:00\", \"2022-07-10 12:59:55.000000+00:00\", \"2021-04-30 09:39:37.000000+00:00\", \"2021-05-20 07:37:44.000000+00:00\", \"2021-05-24 04:32:14.000000+00:00\", \"2021-04-13 16:42:01.000000+00:00\", \"2021-12-16 08:34:39.000000+00:00\"], \"session_ids\": [\"b7a0fa5a-aad9-471b-81a7-98b34d8adaf9\", \"7e73df48-6d63-40d6-9535-5cb16d09056a\", \"fca67a58-1a36-403a-bb72-826e502c833e\", \"61e088ac-c074-47ca-a04d-5a0d9549c099\", \"330853a3-e432-4329-b259-6235ca3d8633\", \"dc89e739-c5e4-4d84-a27e-cf224693fdee\", \"37ddce7f-8de4-4c17-9e77-051e17c0cd66\", \"05a3dacd-f30b-4341-bc28-b87c99680268\"], \"total_duration\": 7075.0, \"total_sessions\": 8, \"mean_week_duration\": 47.483}}]\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 2 users whose sum of duration of sessions per week is greater than 40 and less than 4 (not including) , moreover implement sorting by city_name decliningly."
}
] |
[
{
"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{\"81783\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2020-02-02 14:48:00.000000+00:00\", \"2022-06-09 16:55:22.000000+00:00\", \"2020-02-14 22:35:01.000000+00:00\"], \"session_ids\": [\"0e29e47b-c85f-44e2-839e-e507617c7dab\", \"e3e637ab-df14-430c-8e39-73ebc6a2d5e3\", \"f12ca1bc-bbd4-4235-a57d-657092285069\"], \"total_duration\": 193.0, \"total_sessions\": 3, \"mean_week_duration\": 1.569}, \"62035\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-06-29 13:25:26.000000+00:00\", \"2020-06-17 07:26:44.000000+00:00\", \"2019-01-27 02:55:04.000000+00:00\", \"2023-05-07 13:32:12.000000+00:00\", \"2023-03-28 16:43:14.000000+00:00\", \"2022-06-13 01:57:51.000000+00:00\", \"2022-01-07 14:34:59.000000+00:00\", \"2022-12-12 05:52:50.000000+00:00\", \"2020-10-07 19:41:35.000000+00:00\"], \"session_ids\": [\"241a4ada-776e-4ee3-9eb9-ac60ea297c89\", \"4145a1e0-eec3-400f-892a-8a9e8346816c\", \"4e70f72e-a694-41b8-a0d3-d915bfddc490\", \"0c8f45de-b185-43d4-86c5-ade361c2f268\", \"0831ae9c-a008-4b37-a78c-9cd2e64a276d\", \"198b1f52-30c0-4d24-ac72-573400197646\", \"7261c688-fc0b-486d-8d13-df813448c358\", \"6db4bd5e-9907-4ffd-8c43-b793786425b3\", \"b1266eb7-6ac5-4c13-95d9-6c5ccc5a36ca\"], \"total_duration\": 3155.0, \"total_sessions\": 9, \"mean_week_duration\": 14.148}, \"14042\": {\"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\": \"Kingston\", \"datetimes\": [\"2019-06-01 01:22:58.000000+00:00\", \"2021-06-02 09:23:25.000000+00:00\"], \"session_ids\": [\"53e82748-af04-4271-9ef9-5a63202d26b7\", \"6f9b18e1-b3f7-426a-a663-01e72a2a5b50\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 1.657}, \"52324\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-12-23 08:21:09.000000+00:00\", \"2022-06-02 02:46:29.000000+00:00\"], \"session_ids\": [\"bc5a11d8-1116-4404-9bc4-43343ab14c07\", \"dda043bf-4a4e-4aea-b957-df2d36f07375\"], \"total_duration\": 343.0, \"total_sessions\": 2, \"mean_week_duration\": 14.913}, \"58720\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-18 04:37:11.000000+00:00\", \"2022-05-17 13:32:51.000000+00:00\"], \"session_ids\": [\"05794049-15fe-485f-b563-fc6f97df5989\", \"c5d66d45-d2f9-4cb5-9e85-27a13f396a52\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.391}, \"86265\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-27 06:51:19.000000+00:00\", \"2021-03-30 01:12:12.000000+00:00\"], \"session_ids\": [\"7fb062cc-fc6e-40ee-b3be-2a4ebe76d969\", \"e0e1eecc-8ab2-48d3-830f-1cb1a249c227\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 2.458}, \"36650\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-02-27 10:19:36.000000+00:00\", \"2019-06-04 20:53:14.000000+00:00\"], \"session_ids\": [\"93ceeab1-5720-4c7c-932e-ef2e64f28670\", \"20e64fb1-1288-461f-bb06-31f5a2d45d64\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 11.714}, \"45573\": {\"keyflows\": {\"Sign In Flow\": 3, \"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\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-06-02 22:45:14.000000+00:00\", \"2023-01-10 13:45:40.000000+00:00\"], \"session_ids\": [\"3169c672-42d8-4484-b916-0bbcb3425105\", \"9edfa92f-d321-4ff6-b48c-0b3a3ff7bee8\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.69}, \"94349\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-10-11 10:53:42.000000+00:00\", \"2019-10-11 09:38:22.000000+00:00\", \"2020-08-19 14:49:44.000000+00:00\"], \"session_ids\": [\"58159bf2-7683-464e-963f-57d3c0595ea0\", \"433ae794-eeeb-4ff4-b74e-b02fc44f0c9c\", \"b7ffccac-1b97-4c39-86f6-6e3c1a305301\"], \"total_duration\": 125.0, \"total_sessions\": 3, \"mean_week_duration\": 0.796}, \"37579\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-06-20 17:09:26.000000+00:00\", \"2021-02-23 04:50:22.000000+00:00\"], \"session_ids\": [\"09761436-2dc8-4efb-963a-045d3054307a\", \"cfef1618-57c8-4f28-9468-2b1fdae1ef10\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 2.116}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are less than 4 and are equal or greater than 40"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[4, 40]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"81783\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2020-02-02 14:48:00.000000+00:00\", \"2022-06-09 16:55:22.000000+00:00\", \"2020-02-14 22:35:01.000000+00:00\"], \"session_ids\": [\"0e29e47b-c85f-44e2-839e-e507617c7dab\", \"e3e637ab-df14-430c-8e39-73ebc6a2d5e3\", \"f12ca1bc-bbd4-4235-a57d-657092285069\"], \"total_duration\": 193.0, \"total_sessions\": 3, \"mean_week_duration\": 1.569}, \"14042\": {\"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\": \"Kingston\", \"datetimes\": [\"2019-06-01 01:22:58.000000+00:00\", \"2021-06-02 09:23:25.000000+00:00\"], \"session_ids\": [\"53e82748-af04-4271-9ef9-5a63202d26b7\", \"6f9b18e1-b3f7-426a-a663-01e72a2a5b50\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 1.657}, \"58720\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-18 04:37:11.000000+00:00\", \"2022-05-17 13:32:51.000000+00:00\"], \"session_ids\": [\"05794049-15fe-485f-b563-fc6f97df5989\", \"c5d66d45-d2f9-4cb5-9e85-27a13f396a52\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.391}, \"86265\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-27 06:51:19.000000+00:00\", \"2021-03-30 01:12:12.000000+00:00\"], \"session_ids\": [\"7fb062cc-fc6e-40ee-b3be-2a4ebe76d969\", \"e0e1eecc-8ab2-48d3-830f-1cb1a249c227\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 2.458}, \"45573\": {\"keyflows\": {\"Sign In Flow\": 3, \"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\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-06-02 22:45:14.000000+00:00\", \"2023-01-10 13:45:40.000000+00:00\"], \"session_ids\": [\"3169c672-42d8-4484-b916-0bbcb3425105\", \"9edfa92f-d321-4ff6-b48c-0b3a3ff7bee8\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.69}, \"94349\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-10-11 10:53:42.000000+00:00\", \"2019-10-11 09:38:22.000000+00:00\", \"2020-08-19 14:49:44.000000+00:00\"], \"session_ids\": [\"58159bf2-7683-464e-963f-57d3c0595ea0\", \"433ae794-eeeb-4ff4-b74e-b02fc44f0c9c\", \"b7ffccac-1b97-4c39-86f6-6e3c1a305301\"], \"total_duration\": 125.0, \"total_sessions\": 3, \"mean_week_duration\": 0.796}, \"37579\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-06-20 17:09:26.000000+00:00\", \"2021-02-23 04:50:22.000000+00:00\"], \"session_ids\": [\"09761436-2dc8-4efb-963a-045d3054307a\", \"cfef1618-57c8-4f28-9468-2b1fdae1ef10\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 2.116}}\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[{\"58720\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-18 04:37:11.000000+00:00\", \"2022-05-17 13:32:51.000000+00:00\"], \"session_ids\": [\"05794049-15fe-485f-b563-fc6f97df5989\", \"c5d66d45-d2f9-4cb5-9e85-27a13f396a52\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.391}}, {\"14042\": {\"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\": \"Kingston\", \"datetimes\": [\"2019-06-01 01:22:58.000000+00:00\", \"2021-06-02 09:23:25.000000+00:00\"], \"session_ids\": [\"53e82748-af04-4271-9ef9-5a63202d26b7\", \"6f9b18e1-b3f7-426a-a663-01e72a2a5b50\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 1.657}}, {\"81783\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2020-02-02 14:48:00.000000+00:00\", \"2022-06-09 16:55:22.000000+00:00\", \"2020-02-14 22:35:01.000000+00:00\"], \"session_ids\": [\"0e29e47b-c85f-44e2-839e-e507617c7dab\", \"e3e637ab-df14-430c-8e39-73ebc6a2d5e3\", \"f12ca1bc-bbd4-4235-a57d-657092285069\"], \"total_duration\": 193.0, \"total_sessions\": 3, \"mean_week_duration\": 1.569}}, {\"86265\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-27 06:51:19.000000+00:00\", \"2021-03-30 01:12:12.000000+00:00\"], \"session_ids\": [\"7fb062cc-fc6e-40ee-b3be-2a4ebe76d969\", \"e0e1eecc-8ab2-48d3-830f-1cb1a249c227\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 2.458}}, {\"94349\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-10-11 10:53:42.000000+00:00\", \"2019-10-11 09:38:22.000000+00:00\", \"2020-08-19 14:49:44.000000+00:00\"], \"session_ids\": [\"58159bf2-7683-464e-963f-57d3c0595ea0\", \"433ae794-eeeb-4ff4-b74e-b02fc44f0c9c\", \"b7ffccac-1b97-4c39-86f6-6e3c1a305301\"], \"total_duration\": 125.0, \"total_sessions\": 3, \"mean_week_duration\": 0.796}}, {\"37579\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-06-20 17:09:26.000000+00:00\", \"2021-02-23 04:50:22.000000+00:00\"], \"session_ids\": [\"09761436-2dc8-4efb-963a-045d3054307a\", \"cfef1618-57c8-4f28-9468-2b1fdae1ef10\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 2.116}}, {\"45573\": {\"keyflows\": {\"Sign In Flow\": 3, \"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\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-06-02 22:45:14.000000+00:00\", \"2023-01-10 13:45:40.000000+00:00\"], \"session_ids\": [\"3169c672-42d8-4484-b916-0bbcb3425105\", \"9edfa92f-d321-4ff6-b48c-0b3a3ff7bee8\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.69}}]\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[{\"58720\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-18 04:37:11.000000+00:00\", \"2022-05-17 13:32:51.000000+00:00\"], \"session_ids\": [\"05794049-15fe-485f-b563-fc6f97df5989\", \"c5d66d45-d2f9-4cb5-9e85-27a13f396a52\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.391}}, {\"14042\": {\"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\": \"Kingston\", \"datetimes\": [\"2019-06-01 01:22:58.000000+00:00\", \"2021-06-02 09:23:25.000000+00:00\"], \"session_ids\": [\"53e82748-af04-4271-9ef9-5a63202d26b7\", \"6f9b18e1-b3f7-426a-a663-01e72a2a5b50\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 1.657}}]\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[{\"58720\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-18 04:37:11.000000+00:00\", \"2022-05-17 13:32:51.000000+00:00\"], \"session_ids\": [\"05794049-15fe-485f-b563-fc6f97df5989\", \"c5d66d45-d2f9-4cb5-9e85-27a13f396a52\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.391}}, {\"14042\": {\"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\": \"Kingston\", \"datetimes\": [\"2019-06-01 01:22:58.000000+00:00\", \"2021-06-02 09:23:25.000000+00:00\"], \"session_ids\": [\"53e82748-af04-4271-9ef9-5a63202d26b7\", \"6f9b18e1-b3f7-426a-a663-01e72a2a5b50\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 1.657}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about user with a overall total duration that is <= 694 also apply sorting by count of sessions ascendingly."
}
] |
[
{
"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{\"61368\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-07-07 18:41:57.000000+00:00\", \"2020-12-16 03:15:30.000000+00:00\"], \"session_ids\": [\"194c3c64-d3a7-4f1e-8512-c95f2fd57be3\", \"5a0e6a0e-50f7-45c9-8597-6e0b311e030b\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 2.75}, \"13020\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-09-26 08:59:42.000000+00:00\", \"2020-12-09 12:50:36.000000+00:00\", \"2022-05-25 03:57:00.000000+00:00\", \"2022-01-19 01:27:19.000000+00:00\", \"2021-09-06 08:17:33.000000+00:00\", \"2023-04-01 03:41:02.000000+00:00\", \"2019-07-26 03:32:13.000000+00:00\", \"2021-03-11 09:24:04.000000+00:00\", \"2020-07-22 18:26:54.000000+00:00\", \"2019-06-30 22:58:24.000000+00:00\"], \"session_ids\": [\"1cd4772f-3824-45fd-8a28-a978c04bc3f3\", \"a3e751b1-b9df-4216-a88f-c84d315a6e10\", \"dfbe07d5-8184-4e91-be9b-8446ccb4ec9d\", \"5373b08b-16c9-4533-bf14-9cafa46de11c\", \"bc594770-9ee1-4b2a-95ef-4e5097b1e20a\", \"7fa1413d-b471-44a8-b217-e09451b95b9c\", \"08e4c404-37a4-453e-adc0-fd27c20ade67\", \"aa68b5c4-fb27-4219-96a6-ab899adac59d\", \"b9bc21af-f122-41bb-9bd5-4e1a482fe475\", \"0a1e8415-64bf-4ec6-87b6-2cde6b5ee3b7\"], \"total_duration\": 350.0, \"total_sessions\": 10, \"mean_week_duration\": 1.786}, \"34217\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-04-28 15:56:02.000000+00:00\", \"2022-12-05 12:27:51.000000+00:00\", \"2019-06-14 10:31:51.000000+00:00\"], \"session_ids\": [\"8841d16e-315a-4f03-bc07-104e49d7e149\", \"4258c626-db89-4ad5-b6c4-99015aaa4d05\", \"bddda963-1f41-45bf-8fc3-8154d391ef68\"], \"total_duration\": 602.0, \"total_sessions\": 3, \"mean_week_duration\": 2.98}, \"32649\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-11-17 20:17:12.000000+00:00\", \"2021-12-17 22:49:53.000000+00:00\"], \"session_ids\": [\"dba42a6e-28b5-41de-a477-be4d490c6a71\", \"3863ca6c-5dd8-4167-8838-0eb160bb1b94\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 0.706}, \"41207\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-01-11 10:01:01.000000+00:00\", \"2023-03-25 19:39:09.000000+00:00\"], \"session_ids\": [\"6a0b2792-3084-49a1-90b0-f958b8428cc5\", \"c47abce1-f53b-4561-8ff2-761db28d0b06\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.222}, \"39364\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-03-17 00:26:54.000000+00:00\", \"2021-01-11 09:37:28.000000+00:00\", \"2020-11-07 04:10:39.000000+00:00\", \"2022-08-17 04:16:24.000000+00:00\", \"2023-02-10 00:28:18.000000+00:00\", \"2022-04-16 06:35:01.000000+00:00\", \"2019-04-06 10:38:44.000000+00:00\"], \"session_ids\": [\"595f92c4-a323-4e8f-bce2-d1d5ac0d6893\", \"4f42dc0b-766f-4b87-b6d6-73718b450733\", \"59514041-085c-47a0-b4af-3e7191331ab3\", \"f699085b-d6ae-4d6f-b58b-239fc79e72d1\", \"a9922b8b-a216-4815-9701-ca449c942cbb\", \"44335164-b3f1-4eab-890f-aa26d79606f2\", \"ae2ddfbb-247f-4835-ad76-14533102b50b\"], \"total_duration\": 2359.0, \"total_sessions\": 7, \"mean_week_duration\": 11.451}, \"93759\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-03-11 22:04:10.000000+00:00\", \"2019-02-03 02:36:27.000000+00:00\", \"2020-05-01 11:35:05.000000+00:00\", \"2020-06-16 06:38:00.000000+00:00\", \"2021-06-02 02:45:28.000000+00:00\", \"2023-06-10 02:11:25.000000+00:00\", \"2022-10-28 13:48:28.000000+00:00\", \"2020-11-26 04:53:49.000000+00:00\"], \"session_ids\": [\"abe4f629-eb29-439a-b7ce-e3fc961d84a5\", \"6109e713-6ebe-4b45-8e41-9903776be87a\", \"348db722-0eb6-41bb-8b7f-e7baa6f3e7b9\", \"bc7638ff-dff5-4bd2-9bb0-a138fb2ab669\", \"c05ad1e0-e488-4b65-b2e6-e845707c3f6a\", \"19e87a3d-1f03-4f00-ad45-3b02690c04e0\", \"cf8de8d1-dfc0-4194-b462-e7f64c97de93\", \"de014c02-1e09-43cc-b989-9ea0e42c24a4\"], \"total_duration\": 1936.0, \"total_sessions\": 8, \"mean_week_duration\": 8.529}, \"92069\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-03-11 02:35:06.000000+00:00\", \"2020-12-03 15:00:01.000000+00:00\", \"2022-08-29 12:43:54.000000+00:00\", \"2023-01-01 10:33:34.000000+00:00\", \"2020-05-24 13:59:10.000000+00:00\"], \"session_ids\": [\"4542a84b-c9a1-417a-bc6d-75ec10704258\", \"912a0c49-7da8-4a0b-b983-5c1fdf1d29b2\", \"0eaaa444-d3a9-4ec8-94c9-c13ad3fb7492\", \"60e25ff3-65c5-49e7-b6ad-48cc4aee96f7\", \"44437801-64e4-4d25-beb0-907eece40b3e\"], \"total_duration\": 166.0, \"total_sessions\": 5, \"mean_week_duration\": 1.221}, \"80645\": {\"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\": [\"2022-06-14 09:50:48.000000+00:00\", \"2021-07-12 03:48:03.000000+00:00\", \"2020-09-05 11:04:12.000000+00:00\"], \"session_ids\": [\"08c33ff9-fb56-4e02-869b-5002f01b06b5\", \"b873a11b-16fc-4e99-b957-1a24852bdd45\", \"a168f331-9d22-4804-9c12-4bda8ec83c09\"], \"total_duration\": 405.0, \"total_sessions\": 3, \"mean_week_duration\": 4.355}, \"72299\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-04-18 11:51:15.000000+00:00\", \"2019-08-16 15:09:04.000000+00:00\"], \"session_ids\": [\"8d1b4e44-b7a5-4658-bab3-28579f42b622\", \"29bf41d4-7a95-425a-94a8-eb8c17ae9d78\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 1.314}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or less than 694"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\"]]}, \"all_values\": {\"total_duration\": [[694, 3858]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"61368\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-07-07 18:41:57.000000+00:00\", \"2020-12-16 03:15:30.000000+00:00\"], \"session_ids\": [\"194c3c64-d3a7-4f1e-8512-c95f2fd57be3\", \"5a0e6a0e-50f7-45c9-8597-6e0b311e030b\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 2.75}, \"13020\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-09-26 08:59:42.000000+00:00\", \"2020-12-09 12:50:36.000000+00:00\", \"2022-05-25 03:57:00.000000+00:00\", \"2022-01-19 01:27:19.000000+00:00\", \"2021-09-06 08:17:33.000000+00:00\", \"2023-04-01 03:41:02.000000+00:00\", \"2019-07-26 03:32:13.000000+00:00\", \"2021-03-11 09:24:04.000000+00:00\", \"2020-07-22 18:26:54.000000+00:00\", \"2019-06-30 22:58:24.000000+00:00\"], \"session_ids\": [\"1cd4772f-3824-45fd-8a28-a978c04bc3f3\", \"a3e751b1-b9df-4216-a88f-c84d315a6e10\", \"dfbe07d5-8184-4e91-be9b-8446ccb4ec9d\", \"5373b08b-16c9-4533-bf14-9cafa46de11c\", \"bc594770-9ee1-4b2a-95ef-4e5097b1e20a\", \"7fa1413d-b471-44a8-b217-e09451b95b9c\", \"08e4c404-37a4-453e-adc0-fd27c20ade67\", \"aa68b5c4-fb27-4219-96a6-ab899adac59d\", \"b9bc21af-f122-41bb-9bd5-4e1a482fe475\", \"0a1e8415-64bf-4ec6-87b6-2cde6b5ee3b7\"], \"total_duration\": 350.0, \"total_sessions\": 10, \"mean_week_duration\": 1.786}, \"34217\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-04-28 15:56:02.000000+00:00\", \"2022-12-05 12:27:51.000000+00:00\", \"2019-06-14 10:31:51.000000+00:00\"], \"session_ids\": [\"8841d16e-315a-4f03-bc07-104e49d7e149\", \"4258c626-db89-4ad5-b6c4-99015aaa4d05\", \"bddda963-1f41-45bf-8fc3-8154d391ef68\"], \"total_duration\": 602.0, \"total_sessions\": 3, \"mean_week_duration\": 2.98}, \"32649\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-11-17 20:17:12.000000+00:00\", \"2021-12-17 22:49:53.000000+00:00\"], \"session_ids\": [\"dba42a6e-28b5-41de-a477-be4d490c6a71\", \"3863ca6c-5dd8-4167-8838-0eb160bb1b94\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 0.706}, \"41207\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-01-11 10:01:01.000000+00:00\", \"2023-03-25 19:39:09.000000+00:00\"], \"session_ids\": [\"6a0b2792-3084-49a1-90b0-f958b8428cc5\", \"c47abce1-f53b-4561-8ff2-761db28d0b06\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.222}, \"92069\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-03-11 02:35:06.000000+00:00\", \"2020-12-03 15:00:01.000000+00:00\", \"2022-08-29 12:43:54.000000+00:00\", \"2023-01-01 10:33:34.000000+00:00\", \"2020-05-24 13:59:10.000000+00:00\"], \"session_ids\": [\"4542a84b-c9a1-417a-bc6d-75ec10704258\", \"912a0c49-7da8-4a0b-b983-5c1fdf1d29b2\", \"0eaaa444-d3a9-4ec8-94c9-c13ad3fb7492\", \"60e25ff3-65c5-49e7-b6ad-48cc4aee96f7\", \"44437801-64e4-4d25-beb0-907eece40b3e\"], \"total_duration\": 166.0, \"total_sessions\": 5, \"mean_week_duration\": 1.221}, \"80645\": {\"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\": [\"2022-06-14 09:50:48.000000+00:00\", \"2021-07-12 03:48:03.000000+00:00\", \"2020-09-05 11:04:12.000000+00:00\"], \"session_ids\": [\"08c33ff9-fb56-4e02-869b-5002f01b06b5\", \"b873a11b-16fc-4e99-b957-1a24852bdd45\", \"a168f331-9d22-4804-9c12-4bda8ec83c09\"], \"total_duration\": 405.0, \"total_sessions\": 3, \"mean_week_duration\": 4.355}, \"72299\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-04-18 11:51:15.000000+00:00\", \"2019-08-16 15:09:04.000000+00:00\"], \"session_ids\": [\"8d1b4e44-b7a5-4658-bab3-28579f42b622\", \"29bf41d4-7a95-425a-94a8-eb8c17ae9d78\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 1.314}}\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[{\"61368\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-07-07 18:41:57.000000+00:00\", \"2020-12-16 03:15:30.000000+00:00\"], \"session_ids\": [\"194c3c64-d3a7-4f1e-8512-c95f2fd57be3\", \"5a0e6a0e-50f7-45c9-8597-6e0b311e030b\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 2.75}}, {\"32649\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-11-17 20:17:12.000000+00:00\", \"2021-12-17 22:49:53.000000+00:00\"], \"session_ids\": [\"dba42a6e-28b5-41de-a477-be4d490c6a71\", \"3863ca6c-5dd8-4167-8838-0eb160bb1b94\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 0.706}}, {\"41207\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-01-11 10:01:01.000000+00:00\", \"2023-03-25 19:39:09.000000+00:00\"], \"session_ids\": [\"6a0b2792-3084-49a1-90b0-f958b8428cc5\", \"c47abce1-f53b-4561-8ff2-761db28d0b06\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.222}}, {\"72299\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-04-18 11:51:15.000000+00:00\", \"2019-08-16 15:09:04.000000+00:00\"], \"session_ids\": [\"8d1b4e44-b7a5-4658-bab3-28579f42b622\", \"29bf41d4-7a95-425a-94a8-eb8c17ae9d78\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 1.314}}, {\"34217\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-04-28 15:56:02.000000+00:00\", \"2022-12-05 12:27:51.000000+00:00\", \"2019-06-14 10:31:51.000000+00:00\"], \"session_ids\": [\"8841d16e-315a-4f03-bc07-104e49d7e149\", \"4258c626-db89-4ad5-b6c4-99015aaa4d05\", \"bddda963-1f41-45bf-8fc3-8154d391ef68\"], \"total_duration\": 602.0, \"total_sessions\": 3, \"mean_week_duration\": 2.98}}, {\"80645\": {\"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\": [\"2022-06-14 09:50:48.000000+00:00\", \"2021-07-12 03:48:03.000000+00:00\", \"2020-09-05 11:04:12.000000+00:00\"], \"session_ids\": [\"08c33ff9-fb56-4e02-869b-5002f01b06b5\", \"b873a11b-16fc-4e99-b957-1a24852bdd45\", \"a168f331-9d22-4804-9c12-4bda8ec83c09\"], \"total_duration\": 405.0, \"total_sessions\": 3, \"mean_week_duration\": 4.355}}, {\"92069\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-03-11 02:35:06.000000+00:00\", \"2020-12-03 15:00:01.000000+00:00\", \"2022-08-29 12:43:54.000000+00:00\", \"2023-01-01 10:33:34.000000+00:00\", \"2020-05-24 13:59:10.000000+00:00\"], \"session_ids\": [\"4542a84b-c9a1-417a-bc6d-75ec10704258\", \"912a0c49-7da8-4a0b-b983-5c1fdf1d29b2\", \"0eaaa444-d3a9-4ec8-94c9-c13ad3fb7492\", \"60e25ff3-65c5-49e7-b6ad-48cc4aee96f7\", \"44437801-64e4-4d25-beb0-907eece40b3e\"], \"total_duration\": 166.0, \"total_sessions\": 5, \"mean_week_duration\": 1.221}}, {\"13020\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-09-26 08:59:42.000000+00:00\", \"2020-12-09 12:50:36.000000+00:00\", \"2022-05-25 03:57:00.000000+00:00\", \"2022-01-19 01:27:19.000000+00:00\", \"2021-09-06 08:17:33.000000+00:00\", \"2023-04-01 03:41:02.000000+00:00\", \"2019-07-26 03:32:13.000000+00:00\", \"2021-03-11 09:24:04.000000+00:00\", \"2020-07-22 18:26:54.000000+00:00\", \"2019-06-30 22:58:24.000000+00:00\"], \"session_ids\": [\"1cd4772f-3824-45fd-8a28-a978c04bc3f3\", \"a3e751b1-b9df-4216-a88f-c84d315a6e10\", \"dfbe07d5-8184-4e91-be9b-8446ccb4ec9d\", \"5373b08b-16c9-4533-bf14-9cafa46de11c\", \"bc594770-9ee1-4b2a-95ef-4e5097b1e20a\", \"7fa1413d-b471-44a8-b217-e09451b95b9c\", \"08e4c404-37a4-453e-adc0-fd27c20ade67\", \"aa68b5c4-fb27-4219-96a6-ab899adac59d\", \"b9bc21af-f122-41bb-9bd5-4e1a482fe475\", \"0a1e8415-64bf-4ec6-87b6-2cde6b5ee3b7\"], \"total_duration\": 350.0, \"total_sessions\": 10, \"mean_week_duration\": 1.786}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 1 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"61368\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-07-07 18:41:57.000000+00:00\", \"2020-12-16 03:15:30.000000+00:00\"], \"session_ids\": [\"194c3c64-d3a7-4f1e-8512-c95f2fd57be3\", \"5a0e6a0e-50f7-45c9-8597-6e0b311e030b\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 2.75}}]\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[{\"61368\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-07-07 18:41:57.000000+00:00\", \"2020-12-16 03:15:30.000000+00:00\"], \"session_ids\": [\"194c3c64-d3a7-4f1e-8512-c95f2fd57be3\", \"5a0e6a0e-50f7-45c9-8597-6e0b311e030b\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 2.75}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display to me user information who isn't currently living in cities Karachi, Budapest, Manila, Vienna, New York City plus do sorting by sum of sessions 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{\"30068\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-07-22 22:36:17.000000+00:00\", \"2023-05-20 15:34:37.000000+00:00\"], \"session_ids\": [\"8812f9ce-000d-41cd-b3de-29e01139fd06\", \"7ee24748-e09e-4b74-8f37-2abfd1a6f338\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.385}, \"51230\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-10 12:32:06.000000+00:00\", \"2019-10-05 16:53:41.000000+00:00\", \"2020-09-09 09:23:57.000000+00:00\", \"2022-08-18 12:17:37.000000+00:00\"], \"session_ids\": [\"d4e18dc7-d5ae-47a8-8a4f-a6716a26067d\", \"d6dbd85c-3eab-4230-9f7e-07e7573dcf70\", \"b20515b8-5feb-4e70-93e3-84274e488b66\", \"b4dbc20b-2112-4ae3-9307-dc83de081f8e\"], \"total_duration\": 551.0, \"total_sessions\": 4, \"mean_week_duration\": 3.673}, \"12339\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2023-06-04 22:10:09.000000+00:00\", \"2020-04-30 07:18:02.000000+00:00\"], \"session_ids\": [\"7013234d-bcfe-4091-a174-770cbd9e49d4\", \"ebf53a81-23d3-4379-a946-2d58248a0234\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.525}, \"67885\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-04-28 14:10:56.000000+00:00\", \"2021-02-24 17:47:32.000000+00:00\", \"2020-12-26 21:47:21.000000+00:00\", \"2021-07-09 10:20:46.000000+00:00\", \"2019-12-18 10:46:52.000000+00:00\", \"2023-04-07 08:46:38.000000+00:00\"], \"session_ids\": [\"ab31d4f1-99ae-4f92-b61e-5496cd0abda7\", \"d50b3cd5-0e4a-45b5-ad69-62042203dea1\", \"888e8be9-ac3e-4721-b9a5-00ede49fe3b4\", \"16411bd3-6a29-4012-b709-1a50999fa1e0\", \"43cf45da-6e7f-4a3f-9b97-cd1635ad846f\", \"20c4b987-1d8b-4e3c-9d70-9c4f54ae6373\"], \"total_duration\": 241.0, \"total_sessions\": 6, \"mean_week_duration\": 1.393}, \"50954\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-05-30 07:22:05.000000+00:00\", \"2020-05-28 11:13:08.000000+00:00\", \"2019-02-05 20:38:28.000000+00:00\"], \"session_ids\": [\"c29ca005-437b-47ad-a31f-a8a5ef5deb16\", \"c124100d-1f3f-4a04-9e44-66ef83a8adfc\", \"6a6726b5-5989-4581-b317-1f36d7b1bb37\"], \"total_duration\": 64.0, \"total_sessions\": 3, \"mean_week_duration\": 0.284}, \"15938\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2023-02-12 10:52:45.000000+00:00\", \"2022-05-03 21:19:43.000000+00:00\"], \"session_ids\": [\"e4d0fea6-c95b-451a-a268-d7e50f9c0f37\", \"a0e5551a-8bea-43d2-b794-95e63164ed05\"], \"total_duration\": 433.0, \"total_sessions\": 2, \"mean_week_duration\": 10.561}, \"74077\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-05-07 16:28:09.000000+00:00\", \"2021-05-21 02:41:28.000000+00:00\", \"2021-05-08 21:57:22.000000+00:00\"], \"session_ids\": [\"54bc8f5a-a42f-479e-b84f-6ad6d64cf973\", \"0b408790-c4c2-4d20-888a-469b73e925cb\", \"b5d50600-752e-4fa3-89b9-a98c836dac3e\"], \"total_duration\": 681.0, \"total_sessions\": 3, \"mean_week_duration\": 13.096}, \"85962\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-20 05:47:36.000000+00:00\", \"2020-05-14 22:29:53.000000+00:00\"], \"session_ids\": [\"e8057767-012b-4f94-ba88-0e50d8419bae\", \"7412554b-57c5-4d60-88de-f47289e9fa91\"], \"total_duration\": 70.0, \"total_sessions\": 2, \"mean_week_duration\": 17.5}, \"47007\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-09-08 18:43:19.000000+00:00\", \"2020-08-19 10:57:44.000000+00:00\"], \"session_ids\": [\"2e41ebcd-cc33-4621-aa3d-67cc787706c1\", \"1235d179-0397-4560-ab6b-19843c1e0383\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 2.14}, \"57355\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-02-13 19:04:46.000000+00:00\", \"2021-01-11 06:40:10.000000+00:00\", \"2023-02-18 02:17:48.000000+00:00\"], \"session_ids\": [\"511b317e-ae0c-4870-920f-83c8b7f1f5e7\", \"15f3472d-e585-4224-8528-8cad66dd6846\", \"f7914d01-d4c2-4143-b67b-ac11cd12dd4d\"], \"total_duration\": 113.0, \"total_sessions\": 3, \"mean_week_duration\": 1.027}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not Karachi, Budapest, Manila, Vienna, New York City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Karachi\", \"Budapest\", \"Manila\", \"Vienna\", \"New York City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"30068\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-07-22 22:36:17.000000+00:00\", \"2023-05-20 15:34:37.000000+00:00\"], \"session_ids\": [\"8812f9ce-000d-41cd-b3de-29e01139fd06\", \"7ee24748-e09e-4b74-8f37-2abfd1a6f338\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.385}, \"51230\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-10 12:32:06.000000+00:00\", \"2019-10-05 16:53:41.000000+00:00\", \"2020-09-09 09:23:57.000000+00:00\", \"2022-08-18 12:17:37.000000+00:00\"], \"session_ids\": [\"d4e18dc7-d5ae-47a8-8a4f-a6716a26067d\", \"d6dbd85c-3eab-4230-9f7e-07e7573dcf70\", \"b20515b8-5feb-4e70-93e3-84274e488b66\", \"b4dbc20b-2112-4ae3-9307-dc83de081f8e\"], \"total_duration\": 551.0, \"total_sessions\": 4, \"mean_week_duration\": 3.673}, \"12339\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2023-06-04 22:10:09.000000+00:00\", \"2020-04-30 07:18:02.000000+00:00\"], \"session_ids\": [\"7013234d-bcfe-4091-a174-770cbd9e49d4\", \"ebf53a81-23d3-4379-a946-2d58248a0234\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.525}, \"67885\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-04-28 14:10:56.000000+00:00\", \"2021-02-24 17:47:32.000000+00:00\", \"2020-12-26 21:47:21.000000+00:00\", \"2021-07-09 10:20:46.000000+00:00\", \"2019-12-18 10:46:52.000000+00:00\", \"2023-04-07 08:46:38.000000+00:00\"], \"session_ids\": [\"ab31d4f1-99ae-4f92-b61e-5496cd0abda7\", \"d50b3cd5-0e4a-45b5-ad69-62042203dea1\", \"888e8be9-ac3e-4721-b9a5-00ede49fe3b4\", \"16411bd3-6a29-4012-b709-1a50999fa1e0\", \"43cf45da-6e7f-4a3f-9b97-cd1635ad846f\", \"20c4b987-1d8b-4e3c-9d70-9c4f54ae6373\"], \"total_duration\": 241.0, \"total_sessions\": 6, \"mean_week_duration\": 1.393}, \"50954\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-05-30 07:22:05.000000+00:00\", \"2020-05-28 11:13:08.000000+00:00\", \"2019-02-05 20:38:28.000000+00:00\"], \"session_ids\": [\"c29ca005-437b-47ad-a31f-a8a5ef5deb16\", \"c124100d-1f3f-4a04-9e44-66ef83a8adfc\", \"6a6726b5-5989-4581-b317-1f36d7b1bb37\"], \"total_duration\": 64.0, \"total_sessions\": 3, \"mean_week_duration\": 0.284}, \"15938\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2023-02-12 10:52:45.000000+00:00\", \"2022-05-03 21:19:43.000000+00:00\"], \"session_ids\": [\"e4d0fea6-c95b-451a-a268-d7e50f9c0f37\", \"a0e5551a-8bea-43d2-b794-95e63164ed05\"], \"total_duration\": 433.0, \"total_sessions\": 2, \"mean_week_duration\": 10.561}, \"74077\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-05-07 16:28:09.000000+00:00\", \"2021-05-21 02:41:28.000000+00:00\", \"2021-05-08 21:57:22.000000+00:00\"], \"session_ids\": [\"54bc8f5a-a42f-479e-b84f-6ad6d64cf973\", \"0b408790-c4c2-4d20-888a-469b73e925cb\", \"b5d50600-752e-4fa3-89b9-a98c836dac3e\"], \"total_duration\": 681.0, \"total_sessions\": 3, \"mean_week_duration\": 13.096}, \"85962\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-20 05:47:36.000000+00:00\", \"2020-05-14 22:29:53.000000+00:00\"], \"session_ids\": [\"e8057767-012b-4f94-ba88-0e50d8419bae\", \"7412554b-57c5-4d60-88de-f47289e9fa91\"], \"total_duration\": 70.0, \"total_sessions\": 2, \"mean_week_duration\": 17.5}, \"47007\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-09-08 18:43:19.000000+00:00\", \"2020-08-19 10:57:44.000000+00:00\"], \"session_ids\": [\"2e41ebcd-cc33-4621-aa3d-67cc787706c1\", \"1235d179-0397-4560-ab6b-19843c1e0383\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 2.14}, \"57355\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-02-13 19:04:46.000000+00:00\", \"2021-01-11 06:40:10.000000+00:00\", \"2023-02-18 02:17:48.000000+00:00\"], \"session_ids\": [\"511b317e-ae0c-4870-920f-83c8b7f1f5e7\", \"15f3472d-e585-4224-8528-8cad66dd6846\", \"f7914d01-d4c2-4143-b67b-ac11cd12dd4d\"], \"total_duration\": 113.0, \"total_sessions\": 3, \"mean_week_duration\": 1.027}}\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[{\"30068\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-07-22 22:36:17.000000+00:00\", \"2023-05-20 15:34:37.000000+00:00\"], \"session_ids\": [\"8812f9ce-000d-41cd-b3de-29e01139fd06\", \"7ee24748-e09e-4b74-8f37-2abfd1a6f338\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.385}}, {\"12339\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2023-06-04 22:10:09.000000+00:00\", \"2020-04-30 07:18:02.000000+00:00\"], \"session_ids\": [\"7013234d-bcfe-4091-a174-770cbd9e49d4\", \"ebf53a81-23d3-4379-a946-2d58248a0234\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.525}}, {\"15938\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2023-02-12 10:52:45.000000+00:00\", \"2022-05-03 21:19:43.000000+00:00\"], \"session_ids\": [\"e4d0fea6-c95b-451a-a268-d7e50f9c0f37\", \"a0e5551a-8bea-43d2-b794-95e63164ed05\"], \"total_duration\": 433.0, \"total_sessions\": 2, \"mean_week_duration\": 10.561}}, {\"85962\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-20 05:47:36.000000+00:00\", \"2020-05-14 22:29:53.000000+00:00\"], \"session_ids\": [\"e8057767-012b-4f94-ba88-0e50d8419bae\", \"7412554b-57c5-4d60-88de-f47289e9fa91\"], \"total_duration\": 70.0, \"total_sessions\": 2, \"mean_week_duration\": 17.5}}, {\"47007\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-09-08 18:43:19.000000+00:00\", \"2020-08-19 10:57:44.000000+00:00\"], \"session_ids\": [\"2e41ebcd-cc33-4621-aa3d-67cc787706c1\", \"1235d179-0397-4560-ab6b-19843c1e0383\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 2.14}}, {\"50954\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-05-30 07:22:05.000000+00:00\", \"2020-05-28 11:13:08.000000+00:00\", \"2019-02-05 20:38:28.000000+00:00\"], \"session_ids\": [\"c29ca005-437b-47ad-a31f-a8a5ef5deb16\", \"c124100d-1f3f-4a04-9e44-66ef83a8adfc\", \"6a6726b5-5989-4581-b317-1f36d7b1bb37\"], \"total_duration\": 64.0, \"total_sessions\": 3, \"mean_week_duration\": 0.284}}, {\"74077\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-05-07 16:28:09.000000+00:00\", \"2021-05-21 02:41:28.000000+00:00\", \"2021-05-08 21:57:22.000000+00:00\"], \"session_ids\": [\"54bc8f5a-a42f-479e-b84f-6ad6d64cf973\", \"0b408790-c4c2-4d20-888a-469b73e925cb\", \"b5d50600-752e-4fa3-89b9-a98c836dac3e\"], \"total_duration\": 681.0, \"total_sessions\": 3, \"mean_week_duration\": 13.096}}, {\"57355\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-02-13 19:04:46.000000+00:00\", \"2021-01-11 06:40:10.000000+00:00\", \"2023-02-18 02:17:48.000000+00:00\"], \"session_ids\": [\"511b317e-ae0c-4870-920f-83c8b7f1f5e7\", \"15f3472d-e585-4224-8528-8cad66dd6846\", \"f7914d01-d4c2-4143-b67b-ac11cd12dd4d\"], \"total_duration\": 113.0, \"total_sessions\": 3, \"mean_week_duration\": 1.027}}, {\"51230\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-10 12:32:06.000000+00:00\", \"2019-10-05 16:53:41.000000+00:00\", \"2020-09-09 09:23:57.000000+00:00\", \"2022-08-18 12:17:37.000000+00:00\"], \"session_ids\": [\"d4e18dc7-d5ae-47a8-8a4f-a6716a26067d\", \"d6dbd85c-3eab-4230-9f7e-07e7573dcf70\", \"b20515b8-5feb-4e70-93e3-84274e488b66\", \"b4dbc20b-2112-4ae3-9307-dc83de081f8e\"], \"total_duration\": 551.0, \"total_sessions\": 4, \"mean_week_duration\": 3.673}}, {\"67885\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-04-28 14:10:56.000000+00:00\", \"2021-02-24 17:47:32.000000+00:00\", \"2020-12-26 21:47:21.000000+00:00\", \"2021-07-09 10:20:46.000000+00:00\", \"2019-12-18 10:46:52.000000+00:00\", \"2023-04-07 08:46:38.000000+00:00\"], \"session_ids\": [\"ab31d4f1-99ae-4f92-b61e-5496cd0abda7\", \"d50b3cd5-0e4a-45b5-ad69-62042203dea1\", \"888e8be9-ac3e-4721-b9a5-00ede49fe3b4\", \"16411bd3-6a29-4012-b709-1a50999fa1e0\", \"43cf45da-6e7f-4a3f-9b97-cd1635ad846f\", \"20c4b987-1d8b-4e3c-9d70-9c4f54ae6373\"], \"total_duration\": 241.0, \"total_sessions\": 6, \"mean_week_duration\": 1.393}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 1 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"30068\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-07-22 22:36:17.000000+00:00\", \"2023-05-20 15:34:37.000000+00:00\"], \"session_ids\": [\"8812f9ce-000d-41cd-b3de-29e01139fd06\", \"7ee24748-e09e-4b74-8f37-2abfd1a6f338\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.385}}]\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[{\"30068\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-07-22 22:36:17.000000+00:00\", \"2023-05-20 15:34:37.000000+00:00\"], \"session_ids\": [\"8812f9ce-000d-41cd-b3de-29e01139fd06\", \"7ee24748-e09e-4b74-8f37-2abfd1a6f338\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.385}}]\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 user whose site usage time is bigger than 766 inclusive + execute sorting by total_sessions risingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"91806\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-10-24 19:08:58.000000+00:00\", \"2020-03-05 03:46:22.000000+00:00\"], \"session_ids\": [\"671d9b02-4a80-4705-8b9f-837e051dc4c1\", \"3c66a2a4-5593-43cc-b424-0e0d4c8c51c1\"], \"total_duration\": 189.0, \"total_sessions\": 2, \"mean_week_duration\": 5.559}, \"25433\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-08-12 06:58:14.000000+00:00\", \"2020-04-12 23:04:12.000000+00:00\", \"2022-09-17 20:23:00.000000+00:00\"], \"session_ids\": [\"8ab0e836-b4ec-45c5-ae7b-a5c383e03389\", \"8ee1a54f-b414-4390-b57a-7f4ffc7c8c9e\", \"f8826602-44e8-4014-960a-349c3e4ed9ad\"], \"total_duration\": 231.0, \"total_sessions\": 3, \"mean_week_duration\": 1.819}, \"6861\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-08-16 04:31:25.000000+00:00\", \"2020-11-02 21:33:51.000000+00:00\"], \"session_ids\": [\"32f0ee3f-eb6f-4619-8b5c-ddb96c0c7dc5\", \"939fbcbf-f76c-4c88-90d1-7b0d8cb178cf\"], \"total_duration\": 257.0, \"total_sessions\": 2, \"mean_week_duration\": 2.763}, \"32647\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-20 05:26:04.000000+00:00\", \"2021-11-19 04:35:35.000000+00:00\", \"2020-12-18 17:43:55.000000+00:00\", \"2023-01-30 21:37:05.000000+00:00\", \"2022-09-02 02:20:39.000000+00:00\", \"2021-02-24 18:56:44.000000+00:00\", \"2021-01-02 21:31:52.000000+00:00\"], \"session_ids\": [\"cd1b8401-9f51-4697-8a05-9e587d5dcd09\", \"78efa64d-3805-4c28-8c84-880210c380a0\", \"5f642381-fa73-4a57-8fe0-047428a08b7e\", \"9cf6bcf8-ec89-403c-b875-e3814cda01f8\", \"1d8b65a8-2efc-4d7a-8a4c-5a7c05b5f048\", \"78e50a9e-029b-4409-b818-5cbc391470ac\", \"9d1f1f09-acf0-4ad1-bfb2-2961cfb8eed3\"], \"total_duration\": 2561.0, \"total_sessions\": 7, \"mean_week_duration\": 13.843}, \"22367\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-01-23 09:40:46.000000+00:00\", \"2023-04-15 16:22:11.000000+00:00\"], \"session_ids\": [\"8fc2ddd0-d146-448c-b3c8-651b0fd663dc\", \"e2fc210b-34cb-42d8-afbd-45517cda85a9\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 1.738}, \"9701\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-11-01 15:50:13.000000+00:00\", \"2019-10-24 16:47:22.000000+00:00\", \"2022-05-14 07:32:07.000000+00:00\"], \"session_ids\": [\"2fda0697-82c9-4cd4-956a-d8d1656e110c\", \"c8b35a88-6e91-4a2f-be86-4790b0e8942b\", \"ed5500bc-6c89-41fa-8a21-4faa93cae262\"], \"total_duration\": 1098.0, \"total_sessions\": 3, \"mean_week_duration\": 6.949}, \"57433\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-08-20 05:36:37.000000+00:00\", \"2021-10-01 00:32:38.000000+00:00\"], \"session_ids\": [\"8b0b664e-38c4-4d5e-a089-405dbb385aa9\", \"ab733d9e-f271-4df9-9af3-d46b988cc316\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 1.828}, \"59990\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-01-08 04:43:32.000000+00:00\", \"2022-08-02 11:29:52.000000+00:00\"], \"session_ids\": [\"11be1037-4af0-48ec-8a87-e8de8a5d77d3\", \"a3999b36-c57a-468a-bb2b-ce3b828c4723\"], \"total_duration\": 170.0, \"total_sessions\": 2, \"mean_week_duration\": 1.269}, \"97110\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-11 03:37:43.000000+00:00\", \"2022-09-19 03:16:11.000000+00:00\", \"2022-11-04 22:40:09.000000+00:00\", \"2020-04-06 12:04:47.000000+00:00\", \"2022-04-27 08:14:06.000000+00:00\", \"2021-06-16 22:13:31.000000+00:00\", \"2021-04-21 08:31:49.000000+00:00\", \"2023-02-04 07:33:10.000000+00:00\", \"2021-10-24 21:00:29.000000+00:00\", \"2022-05-27 23:31:15.000000+00:00\", \"2019-02-26 17:18:15.000000+00:00\"], \"session_ids\": [\"2e2c9ea1-1198-4ad8-9058-ad05e266f661\", \"e6c7be61-b6e5-4692-a200-e3328fce51f1\", \"54b5c7ef-3e5b-494d-bd3b-01acd0c88d70\", \"e5d4253d-d2fd-4986-816c-828d752a1c73\", \"5ef62d57-de69-401e-ad68-bdbe5ac63ec3\", \"f1b92cc4-6fe4-4726-b9c3-ff59007b92a9\", \"a4e76072-ec7c-445a-91db-72e68f9700d3\", \"69160050-1740-4c2d-8230-cf6a7c0122a3\", \"0c6f1fe9-91dc-4c9c-98fd-63425090b3b0\", \"a0b25647-da83-411b-897d-ac429676cb66\", \"e07a3bd5-8f88-40e7-b7a8-0701d4bb8d84\"], \"total_duration\": 934.0, \"total_sessions\": 11, \"mean_week_duration\": 4.534}, \"16672\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-11-16 17:23:30.000000+00:00\", \"2019-08-05 02:35:52.000000+00:00\"], \"session_ids\": [\"e0b6dff6-e963-427d-ab6f-11e6d1c396cc\", \"24ca3210-be39-4719-b3cb-455adb847c89\"], \"total_duration\": 435.0, \"total_sessions\": 2, \"mean_week_duration\": 29.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or greater than 766"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\"]]}, \"all_values\": {\"total_duration\": [[766, 3801]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"32647\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-20 05:26:04.000000+00:00\", \"2021-11-19 04:35:35.000000+00:00\", \"2020-12-18 17:43:55.000000+00:00\", \"2023-01-30 21:37:05.000000+00:00\", \"2022-09-02 02:20:39.000000+00:00\", \"2021-02-24 18:56:44.000000+00:00\", \"2021-01-02 21:31:52.000000+00:00\"], \"session_ids\": [\"cd1b8401-9f51-4697-8a05-9e587d5dcd09\", \"78efa64d-3805-4c28-8c84-880210c380a0\", \"5f642381-fa73-4a57-8fe0-047428a08b7e\", \"9cf6bcf8-ec89-403c-b875-e3814cda01f8\", \"1d8b65a8-2efc-4d7a-8a4c-5a7c05b5f048\", \"78e50a9e-029b-4409-b818-5cbc391470ac\", \"9d1f1f09-acf0-4ad1-bfb2-2961cfb8eed3\"], \"total_duration\": 2561.0, \"total_sessions\": 7, \"mean_week_duration\": 13.843}, \"9701\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-11-01 15:50:13.000000+00:00\", \"2019-10-24 16:47:22.000000+00:00\", \"2022-05-14 07:32:07.000000+00:00\"], \"session_ids\": [\"2fda0697-82c9-4cd4-956a-d8d1656e110c\", \"c8b35a88-6e91-4a2f-be86-4790b0e8942b\", \"ed5500bc-6c89-41fa-8a21-4faa93cae262\"], \"total_duration\": 1098.0, \"total_sessions\": 3, \"mean_week_duration\": 6.949}, \"97110\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-11 03:37:43.000000+00:00\", \"2022-09-19 03:16:11.000000+00:00\", \"2022-11-04 22:40:09.000000+00:00\", \"2020-04-06 12:04:47.000000+00:00\", \"2022-04-27 08:14:06.000000+00:00\", \"2021-06-16 22:13:31.000000+00:00\", \"2021-04-21 08:31:49.000000+00:00\", \"2023-02-04 07:33:10.000000+00:00\", \"2021-10-24 21:00:29.000000+00:00\", \"2022-05-27 23:31:15.000000+00:00\", \"2019-02-26 17:18:15.000000+00:00\"], \"session_ids\": [\"2e2c9ea1-1198-4ad8-9058-ad05e266f661\", \"e6c7be61-b6e5-4692-a200-e3328fce51f1\", \"54b5c7ef-3e5b-494d-bd3b-01acd0c88d70\", \"e5d4253d-d2fd-4986-816c-828d752a1c73\", \"5ef62d57-de69-401e-ad68-bdbe5ac63ec3\", \"f1b92cc4-6fe4-4726-b9c3-ff59007b92a9\", \"a4e76072-ec7c-445a-91db-72e68f9700d3\", \"69160050-1740-4c2d-8230-cf6a7c0122a3\", \"0c6f1fe9-91dc-4c9c-98fd-63425090b3b0\", \"a0b25647-da83-411b-897d-ac429676cb66\", \"e07a3bd5-8f88-40e7-b7a8-0701d4bb8d84\"], \"total_duration\": 934.0, \"total_sessions\": 11, \"mean_week_duration\": 4.534}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"9701\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-11-01 15:50:13.000000+00:00\", \"2019-10-24 16:47:22.000000+00:00\", \"2022-05-14 07:32:07.000000+00:00\"], \"session_ids\": [\"2fda0697-82c9-4cd4-956a-d8d1656e110c\", \"c8b35a88-6e91-4a2f-be86-4790b0e8942b\", \"ed5500bc-6c89-41fa-8a21-4faa93cae262\"], \"total_duration\": 1098.0, \"total_sessions\": 3, \"mean_week_duration\": 6.949}}, {\"32647\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-20 05:26:04.000000+00:00\", \"2021-11-19 04:35:35.000000+00:00\", \"2020-12-18 17:43:55.000000+00:00\", \"2023-01-30 21:37:05.000000+00:00\", \"2022-09-02 02:20:39.000000+00:00\", \"2021-02-24 18:56:44.000000+00:00\", \"2021-01-02 21:31:52.000000+00:00\"], \"session_ids\": [\"cd1b8401-9f51-4697-8a05-9e587d5dcd09\", \"78efa64d-3805-4c28-8c84-880210c380a0\", \"5f642381-fa73-4a57-8fe0-047428a08b7e\", \"9cf6bcf8-ec89-403c-b875-e3814cda01f8\", \"1d8b65a8-2efc-4d7a-8a4c-5a7c05b5f048\", \"78e50a9e-029b-4409-b818-5cbc391470ac\", \"9d1f1f09-acf0-4ad1-bfb2-2961cfb8eed3\"], \"total_duration\": 2561.0, \"total_sessions\": 7, \"mean_week_duration\": 13.843}}, {\"97110\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-11 03:37:43.000000+00:00\", \"2022-09-19 03:16:11.000000+00:00\", \"2022-11-04 22:40:09.000000+00:00\", \"2020-04-06 12:04:47.000000+00:00\", \"2022-04-27 08:14:06.000000+00:00\", \"2021-06-16 22:13:31.000000+00:00\", \"2021-04-21 08:31:49.000000+00:00\", \"2023-02-04 07:33:10.000000+00:00\", \"2021-10-24 21:00:29.000000+00:00\", \"2022-05-27 23:31:15.000000+00:00\", \"2019-02-26 17:18:15.000000+00:00\"], \"session_ids\": [\"2e2c9ea1-1198-4ad8-9058-ad05e266f661\", \"e6c7be61-b6e5-4692-a200-e3328fce51f1\", \"54b5c7ef-3e5b-494d-bd3b-01acd0c88d70\", \"e5d4253d-d2fd-4986-816c-828d752a1c73\", \"5ef62d57-de69-401e-ad68-bdbe5ac63ec3\", \"f1b92cc4-6fe4-4726-b9c3-ff59007b92a9\", \"a4e76072-ec7c-445a-91db-72e68f9700d3\", \"69160050-1740-4c2d-8230-cf6a7c0122a3\", \"0c6f1fe9-91dc-4c9c-98fd-63425090b3b0\", \"a0b25647-da83-411b-897d-ac429676cb66\", \"e07a3bd5-8f88-40e7-b7a8-0701d4bb8d84\"], \"total_duration\": 934.0, \"total_sessions\": 11, \"mean_week_duration\": 4.534}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 1 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"9701\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-11-01 15:50:13.000000+00:00\", \"2019-10-24 16:47:22.000000+00:00\", \"2022-05-14 07:32:07.000000+00:00\"], \"session_ids\": [\"2fda0697-82c9-4cd4-956a-d8d1656e110c\", \"c8b35a88-6e91-4a2f-be86-4790b0e8942b\", \"ed5500bc-6c89-41fa-8a21-4faa93cae262\"], \"total_duration\": 1098.0, \"total_sessions\": 3, \"mean_week_duration\": 6.949}}]\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[{\"9701\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-11-01 15:50:13.000000+00:00\", \"2019-10-24 16:47:22.000000+00:00\", \"2022-05-14 07:32:07.000000+00:00\"], \"session_ids\": [\"2fda0697-82c9-4cd4-956a-d8d1656e110c\", \"c8b35a88-6e91-4a2f-be86-4790b0e8942b\", \"ed5500bc-6c89-41fa-8a21-4faa93cae262\"], \"total_duration\": 1098.0, \"total_sessions\": 3, \"mean_week_duration\": 6.949}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about 2 users who are not residents of city Mexico City also do sorting by total_duration form the lowest value to the highest value plus keep only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"8646\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-07-08 01:50:48.000000+00:00\", \"2022-05-26 00:19:45.000000+00:00\"], \"session_ids\": [\"446c57da-dbfa-4d8b-9fb5-6b2452dffea7\", \"fd63017c-2999-42ae-ba24-900c7c344246\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.408}, \"84879\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-09-02 12:17:13.000000+00:00\", \"2023-05-16 14:09:29.000000+00:00\", \"2021-04-29 06:48:09.000000+00:00\"], \"session_ids\": [\"8001c85e-0b9e-4f8a-9749-55691709cca1\", \"45473451-dc77-4d6d-a88d-0735e72886c1\", \"ae0748a4-a111-4ac0-bc6d-2a9e4a545722\"], \"total_duration\": 516.0, \"total_sessions\": 3, \"mean_week_duration\": 4.822}, \"31188\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-10-13 12:39:05.000000+00:00\", \"2019-01-13 03:23:07.000000+00:00\"], \"session_ids\": [\"8a017edc-dfe0-408f-aa19-987841528a40\", \"fc275c39-e817-4d29-a6be-2341ddf891c4\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.315}, \"60250\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-15 21:35:17.000000+00:00\", \"2019-04-10 05:06:48.000000+00:00\"], \"session_ids\": [\"a01732a0-8ae7-4ed3-b989-3faee7feaf1a\", \"179c34b9-b6f8-47b8-9275-8935d7eb1527\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 45.0}, \"66035\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-02-05 09:23:18.000000+00:00\", \"2022-08-17 19:13:50.000000+00:00\"], \"session_ids\": [\"c0e7a5f2-2e37-47c4-b765-a4ab73968a23\", \"23dddd2c-26dc-477c-97e8-e35e4d2a2828\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 7.179}, \"9275\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-01-27 19:28:13.000000+00:00\", \"2022-10-01 13:03:30.000000+00:00\", \"2020-06-28 15:20:35.000000+00:00\"], \"session_ids\": [\"f4e4a0e2-fae5-4857-8968-7ea26e99606e\", \"b51c6df3-e310-4b0f-9601-c5cc57aa204b\", \"6b93b789-fc63-4532-96cc-c2c33459fb5b\"], \"total_duration\": 308.0, \"total_sessions\": 3, \"mean_week_duration\": 2.2}, \"11656\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-10-17 21:54:26.000000+00:00\", \"2022-08-19 21:05:47.000000+00:00\", \"2022-10-27 02:05:00.000000+00:00\", \"2022-03-10 02:48:41.000000+00:00\"], \"session_ids\": [\"f2e767ec-df7b-43eb-bca9-edf71bd9ec26\", \"770442d2-4088-428d-825d-4f63c5761aaf\", \"e4393b83-0e34-4b92-8475-dc493a382241\", \"15f4d766-3e4f-4b6d-b35e-537b9384e796\"], \"total_duration\": 223.0, \"total_sessions\": 4, \"mean_week_duration\": 4.13}, \"94062\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-01-31 02:11:37.000000+00:00\", \"2023-05-04 17:15:48.000000+00:00\", \"2020-04-01 17:40:06.000000+00:00\", \"2023-02-27 01:36:50.000000+00:00\", \"2020-12-01 15:39:17.000000+00:00\"], \"session_ids\": [\"df154c18-b1ff-4dcc-a8e9-0b07e4ba6faf\", \"3627e639-b91e-414e-a0cd-28c89c25b9de\", \"1536a78f-63a2-4450-ba59-0b51dd63997f\", \"6fd43b1d-b232-436e-9b5b-2d3e55d26d2d\", \"d78a7215-5b1d-453c-8bc5-61879731fdf5\"], \"total_duration\": 559.0, \"total_sessions\": 5, \"mean_week_duration\": 2.518}, \"90364\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-04-15 04:57:21.000000+00:00\", \"2019-06-19 07:02:19.000000+00:00\"], \"session_ids\": [\"7dac8b4e-469f-4eec-9157-5deb4ac4f970\", \"83cd21a0-df98-4b61-a717-024b16e6f887\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 1.959}, \"81071\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-04-09 07:53:40.000000+00:00\", \"2023-06-05 20:03:52.000000+00:00\"], \"session_ids\": [\"4d99cd3c-2589-4146-9490-a1295581b710\", \"9ea5d303-f61a-4408-81dc-cd6cf4876232\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 0.834}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is not Mexico City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Mexico City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"8646\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-07-08 01:50:48.000000+00:00\", \"2022-05-26 00:19:45.000000+00:00\"], \"session_ids\": [\"446c57da-dbfa-4d8b-9fb5-6b2452dffea7\", \"fd63017c-2999-42ae-ba24-900c7c344246\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.408}, \"84879\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-09-02 12:17:13.000000+00:00\", \"2023-05-16 14:09:29.000000+00:00\", \"2021-04-29 06:48:09.000000+00:00\"], \"session_ids\": [\"8001c85e-0b9e-4f8a-9749-55691709cca1\", \"45473451-dc77-4d6d-a88d-0735e72886c1\", \"ae0748a4-a111-4ac0-bc6d-2a9e4a545722\"], \"total_duration\": 516.0, \"total_sessions\": 3, \"mean_week_duration\": 4.822}, \"31188\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-10-13 12:39:05.000000+00:00\", \"2019-01-13 03:23:07.000000+00:00\"], \"session_ids\": [\"8a017edc-dfe0-408f-aa19-987841528a40\", \"fc275c39-e817-4d29-a6be-2341ddf891c4\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.315}, \"60250\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-15 21:35:17.000000+00:00\", \"2019-04-10 05:06:48.000000+00:00\"], \"session_ids\": [\"a01732a0-8ae7-4ed3-b989-3faee7feaf1a\", \"179c34b9-b6f8-47b8-9275-8935d7eb1527\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 45.0}, \"66035\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-02-05 09:23:18.000000+00:00\", \"2022-08-17 19:13:50.000000+00:00\"], \"session_ids\": [\"c0e7a5f2-2e37-47c4-b765-a4ab73968a23\", \"23dddd2c-26dc-477c-97e8-e35e4d2a2828\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 7.179}, \"9275\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-01-27 19:28:13.000000+00:00\", \"2022-10-01 13:03:30.000000+00:00\", \"2020-06-28 15:20:35.000000+00:00\"], \"session_ids\": [\"f4e4a0e2-fae5-4857-8968-7ea26e99606e\", \"b51c6df3-e310-4b0f-9601-c5cc57aa204b\", \"6b93b789-fc63-4532-96cc-c2c33459fb5b\"], \"total_duration\": 308.0, \"total_sessions\": 3, \"mean_week_duration\": 2.2}, \"11656\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-10-17 21:54:26.000000+00:00\", \"2022-08-19 21:05:47.000000+00:00\", \"2022-10-27 02:05:00.000000+00:00\", \"2022-03-10 02:48:41.000000+00:00\"], \"session_ids\": [\"f2e767ec-df7b-43eb-bca9-edf71bd9ec26\", \"770442d2-4088-428d-825d-4f63c5761aaf\", \"e4393b83-0e34-4b92-8475-dc493a382241\", \"15f4d766-3e4f-4b6d-b35e-537b9384e796\"], \"total_duration\": 223.0, \"total_sessions\": 4, \"mean_week_duration\": 4.13}, \"94062\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-01-31 02:11:37.000000+00:00\", \"2023-05-04 17:15:48.000000+00:00\", \"2020-04-01 17:40:06.000000+00:00\", \"2023-02-27 01:36:50.000000+00:00\", \"2020-12-01 15:39:17.000000+00:00\"], \"session_ids\": [\"df154c18-b1ff-4dcc-a8e9-0b07e4ba6faf\", \"3627e639-b91e-414e-a0cd-28c89c25b9de\", \"1536a78f-63a2-4450-ba59-0b51dd63997f\", \"6fd43b1d-b232-436e-9b5b-2d3e55d26d2d\", \"d78a7215-5b1d-453c-8bc5-61879731fdf5\"], \"total_duration\": 559.0, \"total_sessions\": 5, \"mean_week_duration\": 2.518}, \"90364\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-04-15 04:57:21.000000+00:00\", \"2019-06-19 07:02:19.000000+00:00\"], \"session_ids\": [\"7dac8b4e-469f-4eec-9157-5deb4ac4f970\", \"83cd21a0-df98-4b61-a717-024b16e6f887\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 1.959}, \"81071\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-04-09 07:53:40.000000+00:00\", \"2023-06-05 20:03:52.000000+00:00\"], \"session_ids\": [\"4d99cd3c-2589-4146-9490-a1295581b710\", \"9ea5d303-f61a-4408-81dc-cd6cf4876232\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 0.834}}\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[{\"31188\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-10-13 12:39:05.000000+00:00\", \"2019-01-13 03:23:07.000000+00:00\"], \"session_ids\": [\"8a017edc-dfe0-408f-aa19-987841528a40\", \"fc275c39-e817-4d29-a6be-2341ddf891c4\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.315}}, {\"8646\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-07-08 01:50:48.000000+00:00\", \"2022-05-26 00:19:45.000000+00:00\"], \"session_ids\": [\"446c57da-dbfa-4d8b-9fb5-6b2452dffea7\", \"fd63017c-2999-42ae-ba24-900c7c344246\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.408}}, {\"60250\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-15 21:35:17.000000+00:00\", \"2019-04-10 05:06:48.000000+00:00\"], \"session_ids\": [\"a01732a0-8ae7-4ed3-b989-3faee7feaf1a\", \"179c34b9-b6f8-47b8-9275-8935d7eb1527\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 45.0}}, {\"81071\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-04-09 07:53:40.000000+00:00\", \"2023-06-05 20:03:52.000000+00:00\"], \"session_ids\": [\"4d99cd3c-2589-4146-9490-a1295581b710\", \"9ea5d303-f61a-4408-81dc-cd6cf4876232\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 0.834}}, {\"66035\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-02-05 09:23:18.000000+00:00\", \"2022-08-17 19:13:50.000000+00:00\"], \"session_ids\": [\"c0e7a5f2-2e37-47c4-b765-a4ab73968a23\", \"23dddd2c-26dc-477c-97e8-e35e4d2a2828\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 7.179}}, {\"11656\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-10-17 21:54:26.000000+00:00\", \"2022-08-19 21:05:47.000000+00:00\", \"2022-10-27 02:05:00.000000+00:00\", \"2022-03-10 02:48:41.000000+00:00\"], \"session_ids\": [\"f2e767ec-df7b-43eb-bca9-edf71bd9ec26\", \"770442d2-4088-428d-825d-4f63c5761aaf\", \"e4393b83-0e34-4b92-8475-dc493a382241\", \"15f4d766-3e4f-4b6d-b35e-537b9384e796\"], \"total_duration\": 223.0, \"total_sessions\": 4, \"mean_week_duration\": 4.13}}, {\"90364\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-04-15 04:57:21.000000+00:00\", \"2019-06-19 07:02:19.000000+00:00\"], \"session_ids\": [\"7dac8b4e-469f-4eec-9157-5deb4ac4f970\", \"83cd21a0-df98-4b61-a717-024b16e6f887\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 1.959}}, {\"9275\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-01-27 19:28:13.000000+00:00\", \"2022-10-01 13:03:30.000000+00:00\", \"2020-06-28 15:20:35.000000+00:00\"], \"session_ids\": [\"f4e4a0e2-fae5-4857-8968-7ea26e99606e\", \"b51c6df3-e310-4b0f-9601-c5cc57aa204b\", \"6b93b789-fc63-4532-96cc-c2c33459fb5b\"], \"total_duration\": 308.0, \"total_sessions\": 3, \"mean_week_duration\": 2.2}}, {\"84879\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-09-02 12:17:13.000000+00:00\", \"2023-05-16 14:09:29.000000+00:00\", \"2021-04-29 06:48:09.000000+00:00\"], \"session_ids\": [\"8001c85e-0b9e-4f8a-9749-55691709cca1\", \"45473451-dc77-4d6d-a88d-0735e72886c1\", \"ae0748a4-a111-4ac0-bc6d-2a9e4a545722\"], \"total_duration\": 516.0, \"total_sessions\": 3, \"mean_week_duration\": 4.822}}, {\"94062\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-01-31 02:11:37.000000+00:00\", \"2023-05-04 17:15:48.000000+00:00\", \"2020-04-01 17:40:06.000000+00:00\", \"2023-02-27 01:36:50.000000+00:00\", \"2020-12-01 15:39:17.000000+00:00\"], \"session_ids\": [\"df154c18-b1ff-4dcc-a8e9-0b07e4ba6faf\", \"3627e639-b91e-414e-a0cd-28c89c25b9de\", \"1536a78f-63a2-4450-ba59-0b51dd63997f\", \"6fd43b1d-b232-436e-9b5b-2d3e55d26d2d\", \"d78a7215-5b1d-453c-8bc5-61879731fdf5\"], \"total_duration\": 559.0, \"total_sessions\": 5, \"mean_week_duration\": 2.518}}]\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[{\"31188\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-10-13 12:39:05.000000+00:00\", \"2019-01-13 03:23:07.000000+00:00\"], \"session_ids\": [\"8a017edc-dfe0-408f-aa19-987841528a40\", \"fc275c39-e817-4d29-a6be-2341ddf891c4\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.315}}, {\"8646\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-07-08 01:50:48.000000+00:00\", \"2022-05-26 00:19:45.000000+00:00\"], \"session_ids\": [\"446c57da-dbfa-4d8b-9fb5-6b2452dffea7\", \"fd63017c-2999-42ae-ba24-900c7c344246\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.408}}, {\"60250\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-15 21:35:17.000000+00:00\", \"2019-04-10 05:06:48.000000+00:00\"], \"session_ids\": [\"a01732a0-8ae7-4ed3-b989-3faee7feaf1a\", \"179c34b9-b6f8-47b8-9275-8935d7eb1527\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 45.0}}]\n```\n"
}
] |
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