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[{\"82300\": {\"keyflows\": {\"Sign In Flow\": 3, \"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\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-23 21:00:03.000000+00:00\", \"2021-11-08 08:34:08.000000+00:00\", \"2022-05-22 16:03:20.000000+00:00\", \"2023-04-07 15:16:34.000000+00:00\"], \"session_ids\": [\"2a7440ec-e868-45d2-ab93-e47c8f0aded0\", \"d8db1548-8131-4dd6-a0f7-1cb679060977\", \"e21cc3f8-548f-4423-a76c-203305624cdf\", \"87d6078c-ef3e-4193-b0c9-06cdca89a729\"], \"total_duration\": 278.0, \"total_sessions\": 4, \"mean_week_duration\": 1.665}}, {\"87413\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-06-01 06:26:22.000000+00:00\", \"2021-11-11 20:36:06.000000+00:00\", \"2020-10-14 07:32:23.000000+00:00\", \"2019-03-26 22:12:56.000000+00:00\"], \"session_ids\": [\"d95c3cb0-fbf9-4332-837d-e44ecf80e1b1\", \"a3989f7d-50bc-40c1-bcab-4c79bede56cb\", \"9bf36207-da46-4e8d-a6d9-ae4b0c013128\", \"dc5a862c-36ab-4618-bc0a-8755cc0110ac\"], \"total_duration\": 397.0, \"total_sessions\": 4, \"mean_week_duration\": 1.813}}, {\"92207\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-03-21 08:29:30.000000+00:00\", \"2019-06-15 13:00:10.000000+00:00\", \"2020-12-21 22:54:32.000000+00:00\", \"2019-03-11 11:55:20.000000+00:00\", \"2022-09-26 04:26:07.000000+00:00\", \"2021-12-29 07:27:36.000000+00:00\", \"2022-08-11 10:05:47.000000+00:00\"], \"session_ids\": [\"397abff7-f983-4656-9f68-bcbe6752b9c2\", \"1407af62-5c22-403c-989d-c7372375344f\", \"74bb17cc-0e92-4907-88a6-46ee27b6e0b1\", \"800368a4-a327-4201-8337-7b3f9a332be6\", \"c8a86bf8-b296-4edd-b8ac-a429f5c54ad8\", \"d83bdf72-85d4-48e2-b4ac-6d7916f32745\", \"cda65ea4-ada3-4cd3-a0f3-2a1298dc001c\"], \"total_duration\": 9274.0, \"total_sessions\": 7, \"mean_week_duration\": 50.13}}, {\"15548\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-12-22 21:16:57.000000+00:00\", \"2019-09-12 03:47:21.000000+00:00\", \"2019-05-08 08:46:07.000000+00:00\", \"2019-10-08 04:41:26.000000+00:00\", \"2022-09-29 05:57:58.000000+00:00\", \"2022-03-31 01:11:21.000000+00:00\", \"2019-06-30 03:33:39.000000+00:00\", \"2019-09-02 00:48:34.000000+00:00\"], \"session_ids\": [\"29770a9c-1bde-4262-a17c-ff40220eb425\", \"f6bdb445-eb36-4ea1-a44b-7af7b0d896b4\", \"959b8f5f-104e-4e3a-a704-29717f8ce918\", \"575020b0-4eae-4a00-b2fa-b524d31601d2\", \"6caa1887-d2d9-45f7-9c2a-431152ed44e9\", \"fa31a160-41d3-4a29-9f36-feb3c334d8d3\", \"2c6ee9eb-07c5-4086-833b-2bbafcebea35\", \"8a96b6ac-e76b-47d2-a5a1-2e0fdd7cc5d2\"], \"total_duration\": 7900.0, \"total_sessions\": 8, \"mean_week_duration\": 41.579}}]\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 5 users with a number of sessions that is higher than 5 and lower than 8, exclusive 5 and 8 , moreover carry out sorting by town_name in descending order , and show me only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"26992\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-06-01 22:40:16.000000+00:00\", \"2021-06-03 06:16:28.000000+00:00\", \"2023-01-05 00:26:21.000000+00:00\", \"2019-03-23 15:09:56.000000+00:00\"], \"session_ids\": [\"ac0376c3-bb04-4a9c-944f-96871ef9c685\", \"bd67b416-e1b0-4ad9-ada9-79b38bd52d36\", \"2d34d73b-948c-4454-9323-740efcaa04ce\", \"0c692540-1822-4464-9771-7232c9841cd9\"], \"total_duration\": 82.0, \"total_sessions\": 4, \"mean_week_duration\": 0.414}, \"26401\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-10-08 04:02:51.000000+00:00\", \"2023-03-18 05:08:37.000000+00:00\", \"2023-06-17 02:53:08.000000+00:00\"], \"session_ids\": [\"c0146a32-2db0-4a22-ba6f-29ea8703008c\", \"4e0cfb0a-035c-46d3-8488-5e021b3d4a96\", \"054eba5f-d59c-4f32-b24e-6b4703ebfee4\"], \"total_duration\": 368.0, \"total_sessions\": 3, \"mean_week_duration\": 10.222}, \"69693\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-06-27 00:29:27.000000+00:00\", \"2020-09-23 11:13:42.000000+00:00\", \"2021-02-12 20:34:42.000000+00:00\", \"2019-09-02 20:36:51.000000+00:00\"], \"session_ids\": [\"cdb34125-e171-4f47-b8a6-a9e742fe2db7\", \"4f982eba-f101-42bd-af27-64b8713e8ecd\", \"b221124e-0fde-4347-b840-d6a468c57033\", \"4f064926-d0e7-4c9e-b35e-cdfa3268fa26\"], \"total_duration\": 499.0, \"total_sessions\": 4, \"mean_week_duration\": 3.395}, \"90573\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-03-02 16:50:09.000000+00:00\", \"2021-07-26 14:20:43.000000+00:00\", \"2020-02-21 15:38:21.000000+00:00\"], \"session_ids\": [\"d59b897a-8821-431d-8284-356d234da16f\", \"6f2207ba-00d3-4055-82b3-25b224f2ea08\", \"b4967ae8-bca0-4512-b2fd-7f7787c5e7f8\"], \"total_duration\": 648.0, \"total_sessions\": 3, \"mean_week_duration\": 8.64}, \"18212\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-05-01 11:20:11.000000+00:00\", \"2021-08-11 06:15:30.000000+00:00\"], \"session_ids\": [\"b6fe9da2-2914-4147-90b9-e60845bb56b2\", \"e4f3c3e3-8cc9-48be-9510-f50ae83693bb\"], \"total_duration\": 263.0, \"total_sessions\": 2, \"mean_week_duration\": 17.533}, \"97480\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-08-12 08:57:47.000000+00:00\", \"2022-08-04 23:36:24.000000+00:00\", \"2022-07-16 17:12:09.000000+00:00\", \"2020-06-30 13:35:57.000000+00:00\"], \"session_ids\": [\"d8213d0d-e415-4f52-9da0-475c41b097b7\", \"54223959-eae2-470f-8546-697f23e6d676\", \"7cdef421-5c48-4106-bc6f-a194eb6fd22b\", \"099f477d-64ee-4348-8590-2b0829677657\"], \"total_duration\": 923.0, \"total_sessions\": 4, \"mean_week_duration\": 8.391}, \"64532\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-01-29 13:23:28.000000+00:00\", \"2019-02-25 12:38:12.000000+00:00\"], \"session_ids\": [\"9991bec1-c197-432b-beab-7b554aba8869\", \"cd02a32b-2262-44a1-95d8-143cbbbd1116\"], \"total_duration\": 286.0, \"total_sessions\": 2, \"mean_week_duration\": 71.5}, \"49481\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-06 01:20:28.000000+00:00\", \"2021-04-20 16:43:46.000000+00:00\", \"2021-08-26 19:32:56.000000+00:00\", \"2020-07-31 03:42:59.000000+00:00\", \"2023-05-19 07:25:40.000000+00:00\", \"2019-07-22 17:18:29.000000+00:00\"], \"session_ids\": [\"6f26e4d0-41cb-4681-8e44-2c4f02771bbb\", \"21efa656-c206-4167-893a-5f83804a2d8e\", \"6ebe12ab-c212-483b-b3ee-7c82740615c3\", \"4c013a49-785e-47a2-bdb3-53d02bad97e5\", \"d3dc2d4c-e082-4f26-8238-149b1bc6efc0\", \"c27b1816-4262-44a0-8c89-7325b1b692c7\"], \"total_duration\": 1935.0, \"total_sessions\": 6, \"mean_week_duration\": 9.675}, \"5284\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-06-13 05:44:06.000000+00:00\", \"2019-08-02 18:18:53.000000+00:00\", \"2022-09-14 05:59:12.000000+00:00\", \"2019-07-16 10:53:36.000000+00:00\", \"2022-07-25 08:54:03.000000+00:00\", \"2020-04-15 07:56:33.000000+00:00\", \"2019-01-19 09:55:51.000000+00:00\"], \"session_ids\": [\"e6e1225a-d8d5-4b64-b48e-6d78bf227c5f\", \"e0108277-8599-4fb6-a322-259c29f43986\", \"b4ddeec2-8e46-4a4f-bdd4-e0d269162ad9\", \"de5091bf-556a-47e4-80ed-2dae38693d70\", \"b2433d89-5f8e-4243-82e1-706846e9ee12\", \"64028f4d-a036-4b90-9b61-3decd0da0df0\", \"18e96584-e981-4241-a405-b6bba583b166\"], \"total_duration\": 4351.0, \"total_sessions\": 7, \"mean_week_duration\": 22.78}, \"95322\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-06-22 17:43:24.000000+00:00\", \"2022-09-06 16:19:47.000000+00:00\"], \"session_ids\": [\"e878c03b-8911-4f08-8f3f-1f40d3b393c3\", \"26349cdb-ba91-4367-ad6a-6e16789437db\"], \"total_duration\": 367.0, \"total_sessions\": 2, \"mean_week_duration\": 8.738}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are greater than 5 and are less than 8"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\", \"<\"]]}, \"all_values\": {\"total_sessions\": [[5, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"49481\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-06 01:20:28.000000+00:00\", \"2021-04-20 16:43:46.000000+00:00\", \"2021-08-26 19:32:56.000000+00:00\", \"2020-07-31 03:42:59.000000+00:00\", \"2023-05-19 07:25:40.000000+00:00\", \"2019-07-22 17:18:29.000000+00:00\"], \"session_ids\": [\"6f26e4d0-41cb-4681-8e44-2c4f02771bbb\", \"21efa656-c206-4167-893a-5f83804a2d8e\", \"6ebe12ab-c212-483b-b3ee-7c82740615c3\", \"4c013a49-785e-47a2-bdb3-53d02bad97e5\", \"d3dc2d4c-e082-4f26-8238-149b1bc6efc0\", \"c27b1816-4262-44a0-8c89-7325b1b692c7\"], \"total_duration\": 1935.0, \"total_sessions\": 6, \"mean_week_duration\": 9.675}, \"5284\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-06-13 05:44:06.000000+00:00\", \"2019-08-02 18:18:53.000000+00:00\", \"2022-09-14 05:59:12.000000+00:00\", \"2019-07-16 10:53:36.000000+00:00\", \"2022-07-25 08:54:03.000000+00:00\", \"2020-04-15 07:56:33.000000+00:00\", \"2019-01-19 09:55:51.000000+00:00\"], \"session_ids\": [\"e6e1225a-d8d5-4b64-b48e-6d78bf227c5f\", \"e0108277-8599-4fb6-a322-259c29f43986\", \"b4ddeec2-8e46-4a4f-bdd4-e0d269162ad9\", \"de5091bf-556a-47e4-80ed-2dae38693d70\", \"b2433d89-5f8e-4243-82e1-706846e9ee12\", \"64028f4d-a036-4b90-9b61-3decd0da0df0\", \"18e96584-e981-4241-a405-b6bba583b166\"], \"total_duration\": 4351.0, \"total_sessions\": 7, \"mean_week_duration\": 22.78}}\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[{\"49481\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-06 01:20:28.000000+00:00\", \"2021-04-20 16:43:46.000000+00:00\", \"2021-08-26 19:32:56.000000+00:00\", \"2020-07-31 03:42:59.000000+00:00\", \"2023-05-19 07:25:40.000000+00:00\", \"2019-07-22 17:18:29.000000+00:00\"], \"session_ids\": [\"6f26e4d0-41cb-4681-8e44-2c4f02771bbb\", \"21efa656-c206-4167-893a-5f83804a2d8e\", \"6ebe12ab-c212-483b-b3ee-7c82740615c3\", \"4c013a49-785e-47a2-bdb3-53d02bad97e5\", \"d3dc2d4c-e082-4f26-8238-149b1bc6efc0\", \"c27b1816-4262-44a0-8c89-7325b1b692c7\"], \"total_duration\": 1935.0, \"total_sessions\": 6, \"mean_week_duration\": 9.675}}, {\"5284\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-06-13 05:44:06.000000+00:00\", \"2019-08-02 18:18:53.000000+00:00\", \"2022-09-14 05:59:12.000000+00:00\", \"2019-07-16 10:53:36.000000+00:00\", \"2022-07-25 08:54:03.000000+00:00\", \"2020-04-15 07:56:33.000000+00:00\", \"2019-01-19 09:55:51.000000+00:00\"], \"session_ids\": [\"e6e1225a-d8d5-4b64-b48e-6d78bf227c5f\", \"e0108277-8599-4fb6-a322-259c29f43986\", \"b4ddeec2-8e46-4a4f-bdd4-e0d269162ad9\", \"de5091bf-556a-47e4-80ed-2dae38693d70\", \"b2433d89-5f8e-4243-82e1-706846e9ee12\", \"64028f4d-a036-4b90-9b61-3decd0da0df0\", \"18e96584-e981-4241-a405-b6bba583b166\"], \"total_duration\": 4351.0, \"total_sessions\": 7, \"mean_week_duration\": 22.78}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"49481\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-06 01:20:28.000000+00:00\", \"2021-04-20 16:43:46.000000+00:00\", \"2021-08-26 19:32:56.000000+00:00\", \"2020-07-31 03:42:59.000000+00:00\", \"2023-05-19 07:25:40.000000+00:00\", \"2019-07-22 17:18:29.000000+00:00\"], \"session_ids\": [\"6f26e4d0-41cb-4681-8e44-2c4f02771bbb\", \"21efa656-c206-4167-893a-5f83804a2d8e\", \"6ebe12ab-c212-483b-b3ee-7c82740615c3\", \"4c013a49-785e-47a2-bdb3-53d02bad97e5\", \"d3dc2d4c-e082-4f26-8238-149b1bc6efc0\", \"c27b1816-4262-44a0-8c89-7325b1b692c7\"], \"total_duration\": 1935.0, \"total_sessions\": 6, \"mean_week_duration\": 9.675}}, {\"5284\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-06-13 05:44:06.000000+00:00\", \"2019-08-02 18:18:53.000000+00:00\", \"2022-09-14 05:59:12.000000+00:00\", \"2019-07-16 10:53:36.000000+00:00\", \"2022-07-25 08:54:03.000000+00:00\", \"2020-04-15 07:56:33.000000+00:00\", \"2019-01-19 09:55:51.000000+00:00\"], \"session_ids\": [\"e6e1225a-d8d5-4b64-b48e-6d78bf227c5f\", \"e0108277-8599-4fb6-a322-259c29f43986\", \"b4ddeec2-8e46-4a4f-bdd4-e0d269162ad9\", \"de5091bf-556a-47e4-80ed-2dae38693d70\", \"b2433d89-5f8e-4243-82e1-706846e9ee12\", \"64028f4d-a036-4b90-9b61-3decd0da0df0\", \"18e96584-e981-4241-a405-b6bba583b166\"], \"total_duration\": 4351.0, \"total_sessions\": 7, \"mean_week_duration\": 22.78}}]\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[{\"49481\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-06 01:20:28.000000+00:00\", \"2021-04-20 16:43:46.000000+00:00\", \"2021-08-26 19:32:56.000000+00:00\", \"2020-07-31 03:42:59.000000+00:00\", \"2023-05-19 07:25:40.000000+00:00\", \"2019-07-22 17:18:29.000000+00:00\"], \"session_ids\": [\"6f26e4d0-41cb-4681-8e44-2c4f02771bbb\", \"21efa656-c206-4167-893a-5f83804a2d8e\", \"6ebe12ab-c212-483b-b3ee-7c82740615c3\", \"4c013a49-785e-47a2-bdb3-53d02bad97e5\", \"d3dc2d4c-e082-4f26-8238-149b1bc6efc0\", \"c27b1816-4262-44a0-8c89-7325b1b692c7\"], \"total_duration\": 1935.0, \"total_sessions\": 6, \"mean_week_duration\": 9.675}}, {\"5284\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-06-13 05:44:06.000000+00:00\", \"2019-08-02 18:18:53.000000+00:00\", \"2022-09-14 05:59:12.000000+00:00\", \"2019-07-16 10:53:36.000000+00:00\", \"2022-07-25 08:54:03.000000+00:00\", \"2020-04-15 07:56:33.000000+00:00\", \"2019-01-19 09:55:51.000000+00:00\"], \"session_ids\": [\"e6e1225a-d8d5-4b64-b48e-6d78bf227c5f\", \"e0108277-8599-4fb6-a322-259c29f43986\", \"b4ddeec2-8e46-4a4f-bdd4-e0d269162ad9\", \"de5091bf-556a-47e4-80ed-2dae38693d70\", \"b2433d89-5f8e-4243-82e1-706846e9ee12\", \"64028f4d-a036-4b90-9b61-3decd0da0df0\", \"18e96584-e981-4241-a405-b6bba583b166\"], \"total_duration\": 4351.0, \"total_sessions\": 7, \"mean_week_duration\": 22.78}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the 6 users who aren't inhabitants of cities Toronto, Paris, Berlin , perform sorting by name of the city form the highest value to the lowest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"66401\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-01-23 08:25:31.000000+00:00\", \"2020-03-10 06:04:20.000000+00:00\"], \"session_ids\": [\"9533f3a2-13d7-40ef-b8f6-24fc5b2add9f\", \"9b263e7d-b4e8-49a7-86ac-a9ed9805d4c0\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.424}, \"66351\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-10-18 11:33:36.000000+00:00\", \"2020-05-12 13:52:06.000000+00:00\"], \"session_ids\": [\"0b6d3a7a-eff0-4c6a-a9a9-12f95790611a\", \"4f5bb247-7a6e-4abe-a583-91bf1124c172\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.189}, \"68688\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-12-22 06:40:13.000000+00:00\", \"2020-03-02 02:49:21.000000+00:00\", \"2019-06-05 07:21:37.000000+00:00\", \"2021-12-21 09:42:01.000000+00:00\", \"2019-10-07 13:11:13.000000+00:00\"], \"session_ids\": [\"1eda2cba-89a7-480f-93cd-31a57bf63630\", \"b3219e0e-3820-4625-9ba8-d92353a37427\", \"80f09d4d-4aee-423c-8058-e7a01f601549\", \"3951cef7-1b5f-4c0f-80c5-47373c1ca229\", \"4442b369-5cfe-4604-bdeb-49be8e6f502b\"], \"total_duration\": 1843.0, \"total_sessions\": 5, \"mean_week_duration\": 13.857}, \"50306\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-10-11 04:43:23.000000+00:00\", \"2020-05-26 23:12:52.000000+00:00\", \"2019-10-29 14:18:03.000000+00:00\"], \"session_ids\": [\"5ef04174-19e6-4c17-8f6c-b5ac033a09ca\", \"3fba4bc7-8105-4cdf-935f-7d1b12251043\", \"42382148-e6d5-42f9-9635-6943a4910d96\"], \"total_duration\": 978.0, \"total_sessions\": 3, \"mean_week_duration\": 6.351}, \"34902\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-01-03 01:04:48.000000+00:00\", \"2021-08-02 21:39:01.000000+00:00\"], \"session_ids\": [\"7dea7624-b48f-4ada-b6f6-c23c3652b979\", \"909cc255-17c6-4b0e-9585-2cdbf4757595\"], \"total_duration\": 166.0, \"total_sessions\": 2, \"mean_week_duration\": 5.355}, \"46569\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"London\", \"datetimes\": [\"2021-05-31 14:56:23.000000+00:00\", \"2019-03-15 22:30:15.000000+00:00\"], \"session_ids\": [\"a0f04d13-4e6e-46d7-806d-37175d569822\", \"ff149c8d-5033-409c-9497-639568d1f174\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 2.034}, \"62428\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-06-14 11:28:44.000000+00:00\", \"2019-08-01 13:58:40.000000+00:00\"], \"session_ids\": [\"3b91d161-9853-4185-b0bf-32bf86d77fd8\", \"bbb970a2-83a7-4ac4-b4af-af5c283bfae7\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 1.337}, \"52838\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-24 05:49:49.000000+00:00\", \"2020-12-12 00:44:59.000000+00:00\", \"2021-05-29 05:10:26.000000+00:00\", \"2021-07-14 07:46:13.000000+00:00\", \"2021-10-29 02:24:43.000000+00:00\", \"2023-02-10 23:43:14.000000+00:00\", \"2022-02-20 17:33:59.000000+00:00\"], \"session_ids\": [\"c62f2f86-6b59-4cac-aff9-992a9a00dd2a\", \"4faa0d2e-81aa-45bb-9db9-67b2df6da874\", \"37cdd0e3-15e9-4d8b-b844-2c67fc386371\", \"5260c44b-113e-47da-8725-0afe415be937\", \"11834bd0-4d78-42e6-b7f7-389aa3e853b3\", \"649b591a-3d80-42f2-a771-74c1e3180346\", \"eacdc37d-96fa-4ddc-8da4-edad498f5fc0\"], \"total_duration\": 1555.0, \"total_sessions\": 7, \"mean_week_duration\": 8.591}, \"98699\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-11-12 07:13:13.000000+00:00\", \"2022-09-26 05:11:32.000000+00:00\"], \"session_ids\": [\"fee6d067-6473-4501-8ca9-5813036db8b4\", \"42c86910-177c-4981-99ba-4118e6f3fcee\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 3.761}, \"14846\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-07-21 04:00:44.000000+00:00\", \"2019-04-20 09:48:35.000000+00:00\"], \"session_ids\": [\"cd2a151c-9274-489d-b140-7d19673357d8\", \"a750e1dc-1256-470e-aebd-253a4350ecdf\"], \"total_duration\": 416.0, \"total_sessions\": 2, \"mean_week_duration\": 32.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Toronto, Parare, Berlin"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Toronto\", \"Paris\", \"Berlin\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"66401\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-01-23 08:25:31.000000+00:00\", \"2020-03-10 06:04:20.000000+00:00\"], \"session_ids\": [\"9533f3a2-13d7-40ef-b8f6-24fc5b2add9f\", \"9b263e7d-b4e8-49a7-86ac-a9ed9805d4c0\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.424}, \"66351\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-10-18 11:33:36.000000+00:00\", \"2020-05-12 13:52:06.000000+00:00\"], \"session_ids\": [\"0b6d3a7a-eff0-4c6a-a9a9-12f95790611a\", \"4f5bb247-7a6e-4abe-a583-91bf1124c172\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.189}, \"68688\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-12-22 06:40:13.000000+00:00\", \"2020-03-02 02:49:21.000000+00:00\", \"2019-06-05 07:21:37.000000+00:00\", \"2021-12-21 09:42:01.000000+00:00\", \"2019-10-07 13:11:13.000000+00:00\"], \"session_ids\": [\"1eda2cba-89a7-480f-93cd-31a57bf63630\", \"b3219e0e-3820-4625-9ba8-d92353a37427\", \"80f09d4d-4aee-423c-8058-e7a01f601549\", \"3951cef7-1b5f-4c0f-80c5-47373c1ca229\", \"4442b369-5cfe-4604-bdeb-49be8e6f502b\"], \"total_duration\": 1843.0, \"total_sessions\": 5, \"mean_week_duration\": 13.857}, \"50306\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-10-11 04:43:23.000000+00:00\", \"2020-05-26 23:12:52.000000+00:00\", \"2019-10-29 14:18:03.000000+00:00\"], \"session_ids\": [\"5ef04174-19e6-4c17-8f6c-b5ac033a09ca\", \"3fba4bc7-8105-4cdf-935f-7d1b12251043\", \"42382148-e6d5-42f9-9635-6943a4910d96\"], \"total_duration\": 978.0, \"total_sessions\": 3, \"mean_week_duration\": 6.351}, \"34902\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-01-03 01:04:48.000000+00:00\", \"2021-08-02 21:39:01.000000+00:00\"], \"session_ids\": [\"7dea7624-b48f-4ada-b6f6-c23c3652b979\", \"909cc255-17c6-4b0e-9585-2cdbf4757595\"], \"total_duration\": 166.0, \"total_sessions\": 2, \"mean_week_duration\": 5.355}, \"46569\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"London\", \"datetimes\": [\"2021-05-31 14:56:23.000000+00:00\", \"2019-03-15 22:30:15.000000+00:00\"], \"session_ids\": [\"a0f04d13-4e6e-46d7-806d-37175d569822\", \"ff149c8d-5033-409c-9497-639568d1f174\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 2.034}, \"62428\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-06-14 11:28:44.000000+00:00\", \"2019-08-01 13:58:40.000000+00:00\"], \"session_ids\": [\"3b91d161-9853-4185-b0bf-32bf86d77fd8\", \"bbb970a2-83a7-4ac4-b4af-af5c283bfae7\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 1.337}, \"52838\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-24 05:49:49.000000+00:00\", \"2020-12-12 00:44:59.000000+00:00\", \"2021-05-29 05:10:26.000000+00:00\", \"2021-07-14 07:46:13.000000+00:00\", \"2021-10-29 02:24:43.000000+00:00\", \"2023-02-10 23:43:14.000000+00:00\", \"2022-02-20 17:33:59.000000+00:00\"], \"session_ids\": [\"c62f2f86-6b59-4cac-aff9-992a9a00dd2a\", \"4faa0d2e-81aa-45bb-9db9-67b2df6da874\", \"37cdd0e3-15e9-4d8b-b844-2c67fc386371\", \"5260c44b-113e-47da-8725-0afe415be937\", \"11834bd0-4d78-42e6-b7f7-389aa3e853b3\", \"649b591a-3d80-42f2-a771-74c1e3180346\", \"eacdc37d-96fa-4ddc-8da4-edad498f5fc0\"], \"total_duration\": 1555.0, \"total_sessions\": 7, \"mean_week_duration\": 8.591}, \"98699\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-11-12 07:13:13.000000+00:00\", \"2022-09-26 05:11:32.000000+00:00\"], \"session_ids\": [\"fee6d067-6473-4501-8ca9-5813036db8b4\", \"42c86910-177c-4981-99ba-4118e6f3fcee\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 3.761}, \"14846\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-07-21 04:00:44.000000+00:00\", \"2019-04-20 09:48:35.000000+00:00\"], \"session_ids\": [\"cd2a151c-9274-489d-b140-7d19673357d8\", \"a750e1dc-1256-470e-aebd-253a4350ecdf\"], \"total_duration\": 416.0, \"total_sessions\": 2, \"mean_week_duration\": 32.0}}\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[{\"50306\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-10-11 04:43:23.000000+00:00\", \"2020-05-26 23:12:52.000000+00:00\", \"2019-10-29 14:18:03.000000+00:00\"], \"session_ids\": [\"5ef04174-19e6-4c17-8f6c-b5ac033a09ca\", \"3fba4bc7-8105-4cdf-935f-7d1b12251043\", \"42382148-e6d5-42f9-9635-6943a4910d96\"], \"total_duration\": 978.0, \"total_sessions\": 3, \"mean_week_duration\": 6.351}}, {\"66401\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-01-23 08:25:31.000000+00:00\", \"2020-03-10 06:04:20.000000+00:00\"], \"session_ids\": [\"9533f3a2-13d7-40ef-b8f6-24fc5b2add9f\", \"9b263e7d-b4e8-49a7-86ac-a9ed9805d4c0\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.424}}, {\"62428\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-06-14 11:28:44.000000+00:00\", \"2019-08-01 13:58:40.000000+00:00\"], \"session_ids\": [\"3b91d161-9853-4185-b0bf-32bf86d77fd8\", \"bbb970a2-83a7-4ac4-b4af-af5c283bfae7\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 1.337}}, {\"66351\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-10-18 11:33:36.000000+00:00\", \"2020-05-12 13:52:06.000000+00:00\"], \"session_ids\": [\"0b6d3a7a-eff0-4c6a-a9a9-12f95790611a\", \"4f5bb247-7a6e-4abe-a583-91bf1124c172\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.189}}, {\"68688\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-12-22 06:40:13.000000+00:00\", \"2020-03-02 02:49:21.000000+00:00\", \"2019-06-05 07:21:37.000000+00:00\", \"2021-12-21 09:42:01.000000+00:00\", \"2019-10-07 13:11:13.000000+00:00\"], \"session_ids\": [\"1eda2cba-89a7-480f-93cd-31a57bf63630\", \"b3219e0e-3820-4625-9ba8-d92353a37427\", \"80f09d4d-4aee-423c-8058-e7a01f601549\", \"3951cef7-1b5f-4c0f-80c5-47373c1ca229\", \"4442b369-5cfe-4604-bdeb-49be8e6f502b\"], \"total_duration\": 1843.0, \"total_sessions\": 5, \"mean_week_duration\": 13.857}}, {\"14846\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-07-21 04:00:44.000000+00:00\", \"2019-04-20 09:48:35.000000+00:00\"], \"session_ids\": [\"cd2a151c-9274-489d-b140-7d19673357d8\", \"a750e1dc-1256-470e-aebd-253a4350ecdf\"], \"total_duration\": 416.0, \"total_sessions\": 2, \"mean_week_duration\": 32.0}}, {\"46569\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"London\", \"datetimes\": [\"2021-05-31 14:56:23.000000+00:00\", \"2019-03-15 22:30:15.000000+00:00\"], \"session_ids\": [\"a0f04d13-4e6e-46d7-806d-37175d569822\", \"ff149c8d-5033-409c-9497-639568d1f174\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 2.034}}, {\"98699\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-11-12 07:13:13.000000+00:00\", \"2022-09-26 05:11:32.000000+00:00\"], \"session_ids\": [\"fee6d067-6473-4501-8ca9-5813036db8b4\", \"42c86910-177c-4981-99ba-4118e6f3fcee\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 3.761}}, {\"34902\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-01-03 01:04:48.000000+00:00\", \"2021-08-02 21:39:01.000000+00:00\"], \"session_ids\": [\"7dea7624-b48f-4ada-b6f6-c23c3652b979\", \"909cc255-17c6-4b0e-9585-2cdbf4757595\"], \"total_duration\": 166.0, \"total_sessions\": 2, \"mean_week_duration\": 5.355}}, {\"52838\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-24 05:49:49.000000+00:00\", \"2020-12-12 00:44:59.000000+00:00\", \"2021-05-29 05:10:26.000000+00:00\", \"2021-07-14 07:46:13.000000+00:00\", \"2021-10-29 02:24:43.000000+00:00\", \"2023-02-10 23:43:14.000000+00:00\", \"2022-02-20 17:33:59.000000+00:00\"], \"session_ids\": [\"c62f2f86-6b59-4cac-aff9-992a9a00dd2a\", \"4faa0d2e-81aa-45bb-9db9-67b2df6da874\", \"37cdd0e3-15e9-4d8b-b844-2c67fc386371\", \"5260c44b-113e-47da-8725-0afe415be937\", \"11834bd0-4d78-42e6-b7f7-389aa3e853b3\", \"649b591a-3d80-42f2-a771-74c1e3180346\", \"eacdc37d-96fa-4ddc-8da4-edad498f5fc0\"], \"total_duration\": 1555.0, \"total_sessions\": 7, \"mean_week_duration\": 8.591}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 6 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"50306\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-10-11 04:43:23.000000+00:00\", \"2020-05-26 23:12:52.000000+00:00\", \"2019-10-29 14:18:03.000000+00:00\"], \"session_ids\": [\"5ef04174-19e6-4c17-8f6c-b5ac033a09ca\", \"3fba4bc7-8105-4cdf-935f-7d1b12251043\", \"42382148-e6d5-42f9-9635-6943a4910d96\"], \"total_duration\": 978.0, \"total_sessions\": 3, \"mean_week_duration\": 6.351}}, {\"66401\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-01-23 08:25:31.000000+00:00\", \"2020-03-10 06:04:20.000000+00:00\"], \"session_ids\": [\"9533f3a2-13d7-40ef-b8f6-24fc5b2add9f\", \"9b263e7d-b4e8-49a7-86ac-a9ed9805d4c0\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.424}}, {\"62428\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-06-14 11:28:44.000000+00:00\", \"2019-08-01 13:58:40.000000+00:00\"], \"session_ids\": [\"3b91d161-9853-4185-b0bf-32bf86d77fd8\", \"bbb970a2-83a7-4ac4-b4af-af5c283bfae7\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 1.337}}, {\"66351\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-10-18 11:33:36.000000+00:00\", \"2020-05-12 13:52:06.000000+00:00\"], \"session_ids\": [\"0b6d3a7a-eff0-4c6a-a9a9-12f95790611a\", \"4f5bb247-7a6e-4abe-a583-91bf1124c172\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.189}}, {\"68688\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-12-22 06:40:13.000000+00:00\", \"2020-03-02 02:49:21.000000+00:00\", \"2019-06-05 07:21:37.000000+00:00\", \"2021-12-21 09:42:01.000000+00:00\", \"2019-10-07 13:11:13.000000+00:00\"], \"session_ids\": [\"1eda2cba-89a7-480f-93cd-31a57bf63630\", \"b3219e0e-3820-4625-9ba8-d92353a37427\", \"80f09d4d-4aee-423c-8058-e7a01f601549\", \"3951cef7-1b5f-4c0f-80c5-47373c1ca229\", \"4442b369-5cfe-4604-bdeb-49be8e6f502b\"], \"total_duration\": 1843.0, \"total_sessions\": 5, \"mean_week_duration\": 13.857}}, {\"14846\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-07-21 04:00:44.000000+00:00\", \"2019-04-20 09:48:35.000000+00:00\"], \"session_ids\": [\"cd2a151c-9274-489d-b140-7d19673357d8\", \"a750e1dc-1256-470e-aebd-253a4350ecdf\"], \"total_duration\": 416.0, \"total_sessions\": 2, \"mean_week_duration\": 32.0}}]\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[{\"50306\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-10-11 04:43:23.000000+00:00\", \"2020-05-26 23:12:52.000000+00:00\", \"2019-10-29 14:18:03.000000+00:00\"], \"session_ids\": [\"5ef04174-19e6-4c17-8f6c-b5ac033a09ca\", \"3fba4bc7-8105-4cdf-935f-7d1b12251043\", \"42382148-e6d5-42f9-9635-6943a4910d96\"], \"total_duration\": 978.0, \"total_sessions\": 3, \"mean_week_duration\": 6.351}}, {\"66401\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-01-23 08:25:31.000000+00:00\", \"2020-03-10 06:04:20.000000+00:00\"], \"session_ids\": [\"9533f3a2-13d7-40ef-b8f6-24fc5b2add9f\", \"9b263e7d-b4e8-49a7-86ac-a9ed9805d4c0\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.424}}, {\"62428\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-06-14 11:28:44.000000+00:00\", \"2019-08-01 13:58:40.000000+00:00\"], \"session_ids\": [\"3b91d161-9853-4185-b0bf-32bf86d77fd8\", \"bbb970a2-83a7-4ac4-b4af-af5c283bfae7\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 1.337}}, {\"66351\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-10-18 11:33:36.000000+00:00\", \"2020-05-12 13:52:06.000000+00:00\"], \"session_ids\": [\"0b6d3a7a-eff0-4c6a-a9a9-12f95790611a\", \"4f5bb247-7a6e-4abe-a583-91bf1124c172\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.189}}, {\"68688\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-12-22 06:40:13.000000+00:00\", \"2020-03-02 02:49:21.000000+00:00\", \"2019-06-05 07:21:37.000000+00:00\", \"2021-12-21 09:42:01.000000+00:00\", \"2019-10-07 13:11:13.000000+00:00\"], \"session_ids\": [\"1eda2cba-89a7-480f-93cd-31a57bf63630\", \"b3219e0e-3820-4625-9ba8-d92353a37427\", \"80f09d4d-4aee-423c-8058-e7a01f601549\", \"3951cef7-1b5f-4c0f-80c5-47373c1ca229\", \"4442b369-5cfe-4604-bdeb-49be8e6f502b\"], \"total_duration\": 1843.0, \"total_sessions\": 5, \"mean_week_duration\": 13.857}}, {\"14846\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-07-21 04:00:44.000000+00:00\", \"2019-04-20 09:48:35.000000+00:00\"], \"session_ids\": [\"cd2a151c-9274-489d-b140-7d19673357d8\", \"a750e1dc-1256-470e-aebd-253a4350ecdf\"], \"total_duration\": 416.0, \"total_sessions\": 2, \"mean_week_duration\": 32.0}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about user whose total sessions is strictly less than 4 , apply sorting by count of sessions in desc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"80188\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-01-21 17:47:59.000000+00:00\", \"2022-01-27 14:23:28.000000+00:00\"], \"session_ids\": [\"74790225-b5fc-4edb-b7bb-413a96e32f4b\", \"67f357ce-2db7-410a-a04a-10e55c4650d2\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 5.519}, \"90343\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-01-28 03:35:52.000000+00:00\", \"2021-04-27 05:52:14.000000+00:00\", \"2023-01-15 20:59:05.000000+00:00\", \"2020-12-30 09:54:19.000000+00:00\", \"2020-12-02 00:46:40.000000+00:00\", \"2022-01-20 05:43:31.000000+00:00\", \"2020-02-22 19:57:52.000000+00:00\", \"2022-10-18 22:52:26.000000+00:00\", \"2022-08-17 17:10:00.000000+00:00\", \"2019-07-09 16:16:11.000000+00:00\"], \"session_ids\": [\"06d78e4b-6d4c-466c-a194-dd42651d290e\", \"60390bd8-f307-4a43-adba-a49f8f3efdae\", \"b412d592-fa22-4559-a6ce-980422403171\", \"1da699bb-9cb7-42a0-884f-caab9726ef9e\", \"bb681bc2-af20-4b21-b218-f2ddfb1ba6b3\", \"45132c47-88c6-4623-9aea-4a23308ad4c9\", \"45d94d52-1649-4aaa-84cc-560cb07f3360\", \"8b685bdf-33c8-461c-bcb3-b5c1dec617fa\", \"6e9180ee-7210-432a-a5a9-7afca540ea42\", \"655844e0-e4a5-407a-8903-9d796e6c2e8d\"], \"total_duration\": 242.0, \"total_sessions\": 10, \"mean_week_duration\": 1.315}, \"48713\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-08-07 21:28:57.000000+00:00\", \"2020-08-14 13:24:52.000000+00:00\"], \"session_ids\": [\"5c611648-e2ba-4aaf-94f6-e27a970ec61d\", \"aba5ace0-aecf-42cf-a58f-a3812cb5ef2a\"], \"total_duration\": 242.0, \"total_sessions\": 2, \"mean_week_duration\": 4.654}, \"85190\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 5, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-16 19:19:31.000000+00:00\", \"2022-06-11 10:08:37.000000+00:00\"], \"session_ids\": [\"bc795fba-02ec-4308-aaf0-b74eaac14ae2\", \"c74eda6d-53f9-4255-80a7-350fb23550d0\"], \"total_duration\": 194.0, \"total_sessions\": 2, \"mean_week_duration\": 4.311}, \"78506\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-05-22 22:05:41.000000+00:00\", \"2020-11-10 08:38:55.000000+00:00\"], \"session_ids\": [\"6bb9082b-7cd1-4ce8-b5e2-f02728de62ad\", \"a6d81e3e-833a-4a90-a70c-8562eda47c3c\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 1.72}, \"21405\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-08-28 22:39:03.000000+00:00\", \"2020-02-22 12:38:59.000000+00:00\"], \"session_ids\": [\"381bc7d2-5fa8-4db7-bfe4-4cf633c4c57e\", \"45610866-24ec-41a5-96c5-51b360269469\"], \"total_duration\": 446.0, \"total_sessions\": 2, \"mean_week_duration\": 16.519}, \"58365\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-04-06 08:15:37.000000+00:00\", \"2023-02-21 21:13:53.000000+00:00\"], \"session_ids\": [\"0893563e-1e41-4dfe-b1d8-931b7f7cefc7\", \"e50c8e67-a79b-43f0-9681-b4eccabf08cc\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 0.523}, \"7550\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-07-08 14:52:41.000000+00:00\", \"2020-07-19 02:43:31.000000+00:00\", \"2022-03-07 14:10:37.000000+00:00\"], \"session_ids\": [\"31fa1771-b783-479f-a22c-1bfeaf03d7e4\", \"d08a9e9e-fa66-4200-a141-bc0585bfe066\", \"6b395aa5-e4be-47d4-849b-d5c17d0bc6d2\"], \"total_duration\": 111.0, \"total_sessions\": 3, \"mean_week_duration\": 1.078}, \"70825\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-01-27 13:53:30.000000+00:00\", \"2023-03-22 09:01:32.000000+00:00\"], \"session_ids\": [\"8b270c31-c566-49c5-9181-19e4c9e958c7\", \"aa60cd0e-cf48-4a9e-a1d9-38905bed849b\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 0.873}, \"91106\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-03-08 05:51:33.000000+00:00\", \"2020-12-18 04:07:08.000000+00:00\"], \"session_ids\": [\"7c08612f-65eb-4c48-ae17-4d78d007e85e\", \"305b405d-9f6a-49b5-b304-7b6abed91a56\"], \"total_duration\": 242.0, \"total_sessions\": 2, \"mean_week_duration\": 2.602}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are less than 4"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\"]]}, \"all_values\": {\"total_sessions\": [[4, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"80188\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-01-21 17:47:59.000000+00:00\", \"2022-01-27 14:23:28.000000+00:00\"], \"session_ids\": [\"74790225-b5fc-4edb-b7bb-413a96e32f4b\", \"67f357ce-2db7-410a-a04a-10e55c4650d2\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 5.519}, \"48713\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-08-07 21:28:57.000000+00:00\", \"2020-08-14 13:24:52.000000+00:00\"], \"session_ids\": [\"5c611648-e2ba-4aaf-94f6-e27a970ec61d\", \"aba5ace0-aecf-42cf-a58f-a3812cb5ef2a\"], \"total_duration\": 242.0, \"total_sessions\": 2, \"mean_week_duration\": 4.654}, \"85190\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 5, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-16 19:19:31.000000+00:00\", \"2022-06-11 10:08:37.000000+00:00\"], \"session_ids\": [\"bc795fba-02ec-4308-aaf0-b74eaac14ae2\", \"c74eda6d-53f9-4255-80a7-350fb23550d0\"], \"total_duration\": 194.0, \"total_sessions\": 2, \"mean_week_duration\": 4.311}, \"78506\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-05-22 22:05:41.000000+00:00\", \"2020-11-10 08:38:55.000000+00:00\"], \"session_ids\": [\"6bb9082b-7cd1-4ce8-b5e2-f02728de62ad\", \"a6d81e3e-833a-4a90-a70c-8562eda47c3c\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 1.72}, \"21405\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-08-28 22:39:03.000000+00:00\", \"2020-02-22 12:38:59.000000+00:00\"], \"session_ids\": [\"381bc7d2-5fa8-4db7-bfe4-4cf633c4c57e\", \"45610866-24ec-41a5-96c5-51b360269469\"], \"total_duration\": 446.0, \"total_sessions\": 2, \"mean_week_duration\": 16.519}, \"58365\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-04-06 08:15:37.000000+00:00\", \"2023-02-21 21:13:53.000000+00:00\"], \"session_ids\": [\"0893563e-1e41-4dfe-b1d8-931b7f7cefc7\", \"e50c8e67-a79b-43f0-9681-b4eccabf08cc\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 0.523}, \"7550\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-07-08 14:52:41.000000+00:00\", \"2020-07-19 02:43:31.000000+00:00\", \"2022-03-07 14:10:37.000000+00:00\"], \"session_ids\": [\"31fa1771-b783-479f-a22c-1bfeaf03d7e4\", \"d08a9e9e-fa66-4200-a141-bc0585bfe066\", \"6b395aa5-e4be-47d4-849b-d5c17d0bc6d2\"], \"total_duration\": 111.0, \"total_sessions\": 3, \"mean_week_duration\": 1.078}, \"70825\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-01-27 13:53:30.000000+00:00\", \"2023-03-22 09:01:32.000000+00:00\"], \"session_ids\": [\"8b270c31-c566-49c5-9181-19e4c9e958c7\", \"aa60cd0e-cf48-4a9e-a1d9-38905bed849b\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 0.873}, \"91106\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-03-08 05:51:33.000000+00:00\", \"2020-12-18 04:07:08.000000+00:00\"], \"session_ids\": [\"7c08612f-65eb-4c48-ae17-4d78d007e85e\", \"305b405d-9f6a-49b5-b304-7b6abed91a56\"], \"total_duration\": 242.0, \"total_sessions\": 2, \"mean_week_duration\": 2.602}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"7550\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-07-08 14:52:41.000000+00:00\", \"2020-07-19 02:43:31.000000+00:00\", \"2022-03-07 14:10:37.000000+00:00\"], \"session_ids\": [\"31fa1771-b783-479f-a22c-1bfeaf03d7e4\", \"d08a9e9e-fa66-4200-a141-bc0585bfe066\", \"6b395aa5-e4be-47d4-849b-d5c17d0bc6d2\"], \"total_duration\": 111.0, \"total_sessions\": 3, \"mean_week_duration\": 1.078}}, {\"80188\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-01-21 17:47:59.000000+00:00\", \"2022-01-27 14:23:28.000000+00:00\"], \"session_ids\": [\"74790225-b5fc-4edb-b7bb-413a96e32f4b\", \"67f357ce-2db7-410a-a04a-10e55c4650d2\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 5.519}}, {\"48713\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-08-07 21:28:57.000000+00:00\", \"2020-08-14 13:24:52.000000+00:00\"], \"session_ids\": [\"5c611648-e2ba-4aaf-94f6-e27a970ec61d\", \"aba5ace0-aecf-42cf-a58f-a3812cb5ef2a\"], \"total_duration\": 242.0, \"total_sessions\": 2, \"mean_week_duration\": 4.654}}, {\"85190\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 5, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-16 19:19:31.000000+00:00\", \"2022-06-11 10:08:37.000000+00:00\"], \"session_ids\": [\"bc795fba-02ec-4308-aaf0-b74eaac14ae2\", \"c74eda6d-53f9-4255-80a7-350fb23550d0\"], \"total_duration\": 194.0, \"total_sessions\": 2, \"mean_week_duration\": 4.311}}, {\"78506\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-05-22 22:05:41.000000+00:00\", \"2020-11-10 08:38:55.000000+00:00\"], \"session_ids\": [\"6bb9082b-7cd1-4ce8-b5e2-f02728de62ad\", \"a6d81e3e-833a-4a90-a70c-8562eda47c3c\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 1.72}}, {\"21405\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-08-28 22:39:03.000000+00:00\", \"2020-02-22 12:38:59.000000+00:00\"], \"session_ids\": [\"381bc7d2-5fa8-4db7-bfe4-4cf633c4c57e\", \"45610866-24ec-41a5-96c5-51b360269469\"], \"total_duration\": 446.0, \"total_sessions\": 2, \"mean_week_duration\": 16.519}}, {\"58365\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-04-06 08:15:37.000000+00:00\", \"2023-02-21 21:13:53.000000+00:00\"], \"session_ids\": [\"0893563e-1e41-4dfe-b1d8-931b7f7cefc7\", \"e50c8e67-a79b-43f0-9681-b4eccabf08cc\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 0.523}}, {\"70825\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-01-27 13:53:30.000000+00:00\", \"2023-03-22 09:01:32.000000+00:00\"], \"session_ids\": [\"8b270c31-c566-49c5-9181-19e4c9e958c7\", \"aa60cd0e-cf48-4a9e-a1d9-38905bed849b\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 0.873}}, {\"91106\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-03-08 05:51:33.000000+00:00\", \"2020-12-18 04:07:08.000000+00:00\"], \"session_ids\": [\"7c08612f-65eb-4c48-ae17-4d78d007e85e\", \"305b405d-9f6a-49b5-b304-7b6abed91a56\"], \"total_duration\": 242.0, \"total_sessions\": 2, \"mean_week_duration\": 2.602}}]\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[{\"7550\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-07-08 14:52:41.000000+00:00\", \"2020-07-19 02:43:31.000000+00:00\", \"2022-03-07 14:10:37.000000+00:00\"], \"session_ids\": [\"31fa1771-b783-479f-a22c-1bfeaf03d7e4\", \"d08a9e9e-fa66-4200-a141-bc0585bfe066\", \"6b395aa5-e4be-47d4-849b-d5c17d0bc6d2\"], \"total_duration\": 111.0, \"total_sessions\": 3, \"mean_week_duration\": 1.078}}]\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[{\"7550\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-07-08 14:52:41.000000+00:00\", \"2020-07-19 02:43:31.000000+00:00\", \"2022-03-07 14:10:37.000000+00:00\"], \"session_ids\": [\"31fa1771-b783-479f-a22c-1bfeaf03d7e4\", \"d08a9e9e-fa66-4200-a141-bc0585bfe066\", \"6b395aa5-e4be-47d4-849b-d5c17d0bc6d2\"], \"total_duration\": 111.0, \"total_sessions\": 3, \"mean_week_duration\": 1.078}}]\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 users with a count of sessions that is higher than 4, inclusive num 4 also execute sorting by overall total sessions descending and provide me only with 3 pieces of information."
}
] |
[
{
"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{\"5364\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 4, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-30 00:37:51.000000+00:00\", \"2022-06-24 23:40:24.000000+00:00\"], \"session_ids\": [\"bc4abde1-7c81-4e76-b62f-db217bfd4671\", \"7c5e0e0e-4ffb-4df4-9360-90a6bbaac055\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 4.1}, \"74115\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-04-10 18:25:52.000000+00:00\", \"2021-06-16 21:39:57.000000+00:00\"], \"session_ids\": [\"340d6fc9-5dd1-407f-8348-eb7753f83a3c\", \"5096e320-66d7-4b35-a20a-db67c08a151f\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 2.744}, \"35967\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-01-14 15:03:00.000000+00:00\", \"2019-05-03 08:29:06.000000+00:00\", \"2022-12-14 12:17:50.000000+00:00\", \"2019-08-15 07:31:53.000000+00:00\", \"2021-01-04 16:13:56.000000+00:00\"], \"session_ids\": [\"b8d08027-88de-4ec1-8525-64c38eae15ee\", \"91f30722-b800-4896-8afa-ae1242a1d1eb\", \"ee976300-05ce-4e4f-9473-0ce88089c528\", \"767c1398-71e4-48cf-bfa7-afa80270fc46\", \"f3e1775a-2db0-44cf-bcb7-9c783b6a3aa9\"], \"total_duration\": 1694.0, \"total_sessions\": 5, \"mean_week_duration\": 8.963}, \"66735\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-02-24 15:51:42.000000+00:00\", \"2020-01-15 04:26:34.000000+00:00\", \"2020-11-11 14:18:34.000000+00:00\", \"2023-04-06 13:37:31.000000+00:00\", \"2021-12-03 05:21:30.000000+00:00\"], \"session_ids\": [\"47258ae0-1763-40d7-9246-03c247a3f487\", \"4910e3c0-5887-4585-baee-edd687388a9f\", \"ba72c96e-f22f-40e7-81c2-183f34680815\", \"4bc87430-d03c-4606-86ef-ee30582b6f75\", \"61be477e-255c-43e3-99cc-9c50d7d31c38\"], \"total_duration\": 1480.0, \"total_sessions\": 5, \"mean_week_duration\": 8.757}, \"90198\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-01-08 19:36:32.000000+00:00\", \"2019-07-06 00:48:38.000000+00:00\", \"2019-01-07 19:57:25.000000+00:00\"], \"session_ids\": [\"d31b7fd4-ce87-4351-9c65-770700484a88\", \"35922577-7e25-4248-a162-ed6a863ceeb8\", \"68618d17-1241-4eb2-9d59-ba63e45f497a\"], \"total_duration\": 33.0, \"total_sessions\": 3, \"mean_week_duration\": 0.158}, \"41947\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-02-02 04:34:08.000000+00:00\", \"2022-11-10 21:38:12.000000+00:00\", \"2020-02-21 18:38:06.000000+00:00\"], \"session_ids\": [\"652128b5-57ce-4707-bdee-705268dcca95\", \"a4d3186f-adec-4a28-b6df-e98540b559b0\", \"0f78ab29-26e9-472a-ab48-6ed627218ac0\"], \"total_duration\": 33.0, \"total_sessions\": 3, \"mean_week_duration\": 0.232}, \"48216\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-07-23 00:55:03.000000+00:00\", \"2019-11-24 12:42:06.000000+00:00\", \"2023-06-14 19:29:25.000000+00:00\", \"2019-05-15 12:06:48.000000+00:00\", \"2021-06-10 07:17:27.000000+00:00\", \"2020-11-19 23:43:14.000000+00:00\", \"2019-09-25 19:26:55.000000+00:00\"], \"session_ids\": [\"5cfbb996-5072-476f-a3e3-e029514d25ff\", \"4183274d-03ab-47a9-acd1-7e35c529cf01\", \"9223d202-bc4a-44bd-9770-3c9a320bfbe1\", \"c5011a84-489b-47bf-947a-31756967860c\", \"094c8e2a-8faa-46a7-936b-9149f5d50903\", \"11c768f3-bf5d-4789-9497-7d9a437fec47\", \"79876806-9d7d-45b7-b299-d6f7826fe5fd\"], \"total_duration\": 2659.0, \"total_sessions\": 7, \"mean_week_duration\": 12.484}, \"99496\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-03-09 12:37:12.000000+00:00\", \"2020-01-10 22:27:09.000000+00:00\"], \"session_ids\": [\"ba3e615d-ea2c-42a3-aa0a-dc8cda8dfae0\", \"5210c807-a6de-414e-9166-4e0f68d07d1f\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 1.915}, \"57883\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-10-14 02:52:40.000000+00:00\", \"2023-05-11 21:15:40.000000+00:00\"], \"session_ids\": [\"c2b72f07-6dd3-4027-a292-14ae347fe760\", \"577a7f15-2b93-4f7c-b0d4-d3061682a68f\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 0.781}, \"73879\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-06-24 07:49:44.000000+00:00\", \"2020-09-20 08:33:19.000000+00:00\", \"2022-04-06 01:49:59.000000+00:00\", \"2021-02-16 15:00:38.000000+00:00\", \"2021-08-07 13:50:43.000000+00:00\", \"2020-05-15 06:14:03.000000+00:00\"], \"session_ids\": [\"1a651117-dc41-4829-9e8b-f608a73a8769\", \"8ea4ea07-8220-4f33-8978-0ffaf959e6da\", \"834b98d3-23fd-487f-a5ed-496723c5541d\", \"1df7f429-fde5-4738-8485-bc2888fe96d1\", \"0415bd4b-6cc9-4a7b-a2c7-1334f45e82ea\", \"68cc1918-b1b0-4670-8ae3-7afa2c615555\"], \"total_duration\": 158.0, \"total_sessions\": 6, \"mean_week_duration\": 1.436}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or greater than 4"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\"]]}, \"all_values\": {\"total_sessions\": [[4, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"35967\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-01-14 15:03:00.000000+00:00\", \"2019-05-03 08:29:06.000000+00:00\", \"2022-12-14 12:17:50.000000+00:00\", \"2019-08-15 07:31:53.000000+00:00\", \"2021-01-04 16:13:56.000000+00:00\"], \"session_ids\": [\"b8d08027-88de-4ec1-8525-64c38eae15ee\", \"91f30722-b800-4896-8afa-ae1242a1d1eb\", \"ee976300-05ce-4e4f-9473-0ce88089c528\", \"767c1398-71e4-48cf-bfa7-afa80270fc46\", \"f3e1775a-2db0-44cf-bcb7-9c783b6a3aa9\"], \"total_duration\": 1694.0, \"total_sessions\": 5, \"mean_week_duration\": 8.963}, \"66735\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-02-24 15:51:42.000000+00:00\", \"2020-01-15 04:26:34.000000+00:00\", \"2020-11-11 14:18:34.000000+00:00\", \"2023-04-06 13:37:31.000000+00:00\", \"2021-12-03 05:21:30.000000+00:00\"], \"session_ids\": [\"47258ae0-1763-40d7-9246-03c247a3f487\", \"4910e3c0-5887-4585-baee-edd687388a9f\", \"ba72c96e-f22f-40e7-81c2-183f34680815\", \"4bc87430-d03c-4606-86ef-ee30582b6f75\", \"61be477e-255c-43e3-99cc-9c50d7d31c38\"], \"total_duration\": 1480.0, \"total_sessions\": 5, \"mean_week_duration\": 8.757}, \"48216\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-07-23 00:55:03.000000+00:00\", \"2019-11-24 12:42:06.000000+00:00\", \"2023-06-14 19:29:25.000000+00:00\", \"2019-05-15 12:06:48.000000+00:00\", \"2021-06-10 07:17:27.000000+00:00\", \"2020-11-19 23:43:14.000000+00:00\", \"2019-09-25 19:26:55.000000+00:00\"], \"session_ids\": [\"5cfbb996-5072-476f-a3e3-e029514d25ff\", \"4183274d-03ab-47a9-acd1-7e35c529cf01\", \"9223d202-bc4a-44bd-9770-3c9a320bfbe1\", \"c5011a84-489b-47bf-947a-31756967860c\", \"094c8e2a-8faa-46a7-936b-9149f5d50903\", \"11c768f3-bf5d-4789-9497-7d9a437fec47\", \"79876806-9d7d-45b7-b299-d6f7826fe5fd\"], \"total_duration\": 2659.0, \"total_sessions\": 7, \"mean_week_duration\": 12.484}, \"73879\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-06-24 07:49:44.000000+00:00\", \"2020-09-20 08:33:19.000000+00:00\", \"2022-04-06 01:49:59.000000+00:00\", \"2021-02-16 15:00:38.000000+00:00\", \"2021-08-07 13:50:43.000000+00:00\", \"2020-05-15 06:14:03.000000+00:00\"], \"session_ids\": [\"1a651117-dc41-4829-9e8b-f608a73a8769\", \"8ea4ea07-8220-4f33-8978-0ffaf959e6da\", \"834b98d3-23fd-487f-a5ed-496723c5541d\", \"1df7f429-fde5-4738-8485-bc2888fe96d1\", \"0415bd4b-6cc9-4a7b-a2c7-1334f45e82ea\", \"68cc1918-b1b0-4670-8ae3-7afa2c615555\"], \"total_duration\": 158.0, \"total_sessions\": 6, \"mean_week_duration\": 1.436}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"48216\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-07-23 00:55:03.000000+00:00\", \"2019-11-24 12:42:06.000000+00:00\", \"2023-06-14 19:29:25.000000+00:00\", \"2019-05-15 12:06:48.000000+00:00\", \"2021-06-10 07:17:27.000000+00:00\", \"2020-11-19 23:43:14.000000+00:00\", \"2019-09-25 19:26:55.000000+00:00\"], \"session_ids\": [\"5cfbb996-5072-476f-a3e3-e029514d25ff\", \"4183274d-03ab-47a9-acd1-7e35c529cf01\", \"9223d202-bc4a-44bd-9770-3c9a320bfbe1\", \"c5011a84-489b-47bf-947a-31756967860c\", \"094c8e2a-8faa-46a7-936b-9149f5d50903\", \"11c768f3-bf5d-4789-9497-7d9a437fec47\", \"79876806-9d7d-45b7-b299-d6f7826fe5fd\"], \"total_duration\": 2659.0, \"total_sessions\": 7, \"mean_week_duration\": 12.484}}, {\"73879\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-06-24 07:49:44.000000+00:00\", \"2020-09-20 08:33:19.000000+00:00\", \"2022-04-06 01:49:59.000000+00:00\", \"2021-02-16 15:00:38.000000+00:00\", \"2021-08-07 13:50:43.000000+00:00\", \"2020-05-15 06:14:03.000000+00:00\"], \"session_ids\": [\"1a651117-dc41-4829-9e8b-f608a73a8769\", \"8ea4ea07-8220-4f33-8978-0ffaf959e6da\", \"834b98d3-23fd-487f-a5ed-496723c5541d\", \"1df7f429-fde5-4738-8485-bc2888fe96d1\", \"0415bd4b-6cc9-4a7b-a2c7-1334f45e82ea\", \"68cc1918-b1b0-4670-8ae3-7afa2c615555\"], \"total_duration\": 158.0, \"total_sessions\": 6, \"mean_week_duration\": 1.436}}, {\"35967\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-01-14 15:03:00.000000+00:00\", \"2019-05-03 08:29:06.000000+00:00\", \"2022-12-14 12:17:50.000000+00:00\", \"2019-08-15 07:31:53.000000+00:00\", \"2021-01-04 16:13:56.000000+00:00\"], \"session_ids\": [\"b8d08027-88de-4ec1-8525-64c38eae15ee\", \"91f30722-b800-4896-8afa-ae1242a1d1eb\", \"ee976300-05ce-4e4f-9473-0ce88089c528\", \"767c1398-71e4-48cf-bfa7-afa80270fc46\", \"f3e1775a-2db0-44cf-bcb7-9c783b6a3aa9\"], \"total_duration\": 1694.0, \"total_sessions\": 5, \"mean_week_duration\": 8.963}}, {\"66735\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-02-24 15:51:42.000000+00:00\", \"2020-01-15 04:26:34.000000+00:00\", \"2020-11-11 14:18:34.000000+00:00\", \"2023-04-06 13:37:31.000000+00:00\", \"2021-12-03 05:21:30.000000+00:00\"], \"session_ids\": [\"47258ae0-1763-40d7-9246-03c247a3f487\", \"4910e3c0-5887-4585-baee-edd687388a9f\", \"ba72c96e-f22f-40e7-81c2-183f34680815\", \"4bc87430-d03c-4606-86ef-ee30582b6f75\", \"61be477e-255c-43e3-99cc-9c50d7d31c38\"], \"total_duration\": 1480.0, \"total_sessions\": 5, \"mean_week_duration\": 8.757}}]\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[{\"48216\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-07-23 00:55:03.000000+00:00\", \"2019-11-24 12:42:06.000000+00:00\", \"2023-06-14 19:29:25.000000+00:00\", \"2019-05-15 12:06:48.000000+00:00\", \"2021-06-10 07:17:27.000000+00:00\", \"2020-11-19 23:43:14.000000+00:00\", \"2019-09-25 19:26:55.000000+00:00\"], \"session_ids\": [\"5cfbb996-5072-476f-a3e3-e029514d25ff\", \"4183274d-03ab-47a9-acd1-7e35c529cf01\", \"9223d202-bc4a-44bd-9770-3c9a320bfbe1\", \"c5011a84-489b-47bf-947a-31756967860c\", \"094c8e2a-8faa-46a7-936b-9149f5d50903\", \"11c768f3-bf5d-4789-9497-7d9a437fec47\", \"79876806-9d7d-45b7-b299-d6f7826fe5fd\"], \"total_duration\": 2659.0, \"total_sessions\": 7, \"mean_week_duration\": 12.484}}, {\"73879\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-06-24 07:49:44.000000+00:00\", \"2020-09-20 08:33:19.000000+00:00\", \"2022-04-06 01:49:59.000000+00:00\", \"2021-02-16 15:00:38.000000+00:00\", \"2021-08-07 13:50:43.000000+00:00\", \"2020-05-15 06:14:03.000000+00:00\"], \"session_ids\": [\"1a651117-dc41-4829-9e8b-f608a73a8769\", \"8ea4ea07-8220-4f33-8978-0ffaf959e6da\", \"834b98d3-23fd-487f-a5ed-496723c5541d\", \"1df7f429-fde5-4738-8485-bc2888fe96d1\", \"0415bd4b-6cc9-4a7b-a2c7-1334f45e82ea\", \"68cc1918-b1b0-4670-8ae3-7afa2c615555\"], \"total_duration\": 158.0, \"total_sessions\": 6, \"mean_week_duration\": 1.436}}, {\"35967\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-01-14 15:03:00.000000+00:00\", \"2019-05-03 08:29:06.000000+00:00\", \"2022-12-14 12:17:50.000000+00:00\", \"2019-08-15 07:31:53.000000+00:00\", \"2021-01-04 16:13:56.000000+00:00\"], \"session_ids\": [\"b8d08027-88de-4ec1-8525-64c38eae15ee\", \"91f30722-b800-4896-8afa-ae1242a1d1eb\", \"ee976300-05ce-4e4f-9473-0ce88089c528\", \"767c1398-71e4-48cf-bfa7-afa80270fc46\", \"f3e1775a-2db0-44cf-bcb7-9c783b6a3aa9\"], \"total_duration\": 1694.0, \"total_sessions\": 5, \"mean_week_duration\": 8.963}}]\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[{\"48216\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-07-23 00:55:03.000000+00:00\", \"2019-11-24 12:42:06.000000+00:00\", \"2023-06-14 19:29:25.000000+00:00\", \"2019-05-15 12:06:48.000000+00:00\", \"2021-06-10 07:17:27.000000+00:00\", \"2020-11-19 23:43:14.000000+00:00\", \"2019-09-25 19:26:55.000000+00:00\"], \"session_ids\": [\"5cfbb996-5072-476f-a3e3-e029514d25ff\", \"4183274d-03ab-47a9-acd1-7e35c529cf01\", \"9223d202-bc4a-44bd-9770-3c9a320bfbe1\", \"c5011a84-489b-47bf-947a-31756967860c\", \"094c8e2a-8faa-46a7-936b-9149f5d50903\", \"11c768f3-bf5d-4789-9497-7d9a437fec47\", \"79876806-9d7d-45b7-b299-d6f7826fe5fd\"], \"total_duration\": 2659.0, \"total_sessions\": 7, \"mean_week_duration\": 12.484}}, {\"73879\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-06-24 07:49:44.000000+00:00\", \"2020-09-20 08:33:19.000000+00:00\", \"2022-04-06 01:49:59.000000+00:00\", \"2021-02-16 15:00:38.000000+00:00\", \"2021-08-07 13:50:43.000000+00:00\", \"2020-05-15 06:14:03.000000+00:00\"], \"session_ids\": [\"1a651117-dc41-4829-9e8b-f608a73a8769\", \"8ea4ea07-8220-4f33-8978-0ffaf959e6da\", \"834b98d3-23fd-487f-a5ed-496723c5541d\", \"1df7f429-fde5-4738-8485-bc2888fe96d1\", \"0415bd4b-6cc9-4a7b-a2c7-1334f45e82ea\", \"68cc1918-b1b0-4670-8ae3-7afa2c615555\"], \"total_duration\": 158.0, \"total_sessions\": 6, \"mean_week_duration\": 1.436}}, {\"35967\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-01-14 15:03:00.000000+00:00\", \"2019-05-03 08:29:06.000000+00:00\", \"2022-12-14 12:17:50.000000+00:00\", \"2019-08-15 07:31:53.000000+00:00\", \"2021-01-04 16:13:56.000000+00:00\"], \"session_ids\": [\"b8d08027-88de-4ec1-8525-64c38eae15ee\", \"91f30722-b800-4896-8afa-ae1242a1d1eb\", \"ee976300-05ce-4e4f-9473-0ce88089c528\", \"767c1398-71e4-48cf-bfa7-afa80270fc46\", \"f3e1775a-2db0-44cf-bcb7-9c783b6a3aa9\"], \"total_duration\": 1694.0, \"total_sessions\": 5, \"mean_week_duration\": 8.963}}]\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 5 users whose duration summation is greater than 1126 and strictly less than 3328 plus do sorting by total amount of duration in asc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"13626\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-20 07:39:25.000000+00:00\", \"2019-12-01 01:25:25.000000+00:00\"], \"session_ids\": [\"3810a80e-fd31-4560-8293-61ec0abc53af\", \"c0857e8a-21fa-47a0-b74a-56273fd7e8ad\"], \"total_duration\": 375.0, \"total_sessions\": 2, \"mean_week_duration\": 2.119}, \"59321\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-05-03 11:42:34.000000+00:00\", \"2020-09-01 21:55:58.000000+00:00\"], \"session_ids\": [\"2b3e0550-0748-4705-8dc9-62f6df72250b\", \"296f5114-1325-4486-9f12-fa10e229c948\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 1.829}, \"54296\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-09-27 04:08:54.000000+00:00\", \"2023-06-15 14:10:01.000000+00:00\", \"2022-09-04 10:11:29.000000+00:00\", \"2020-12-30 22:35:26.000000+00:00\", \"2020-03-29 21:10:33.000000+00:00\", \"2019-08-03 12:45:43.000000+00:00\", \"2023-01-11 09:41:35.000000+00:00\", \"2023-04-06 15:53:17.000000+00:00\", \"2020-02-11 14:44:52.000000+00:00\", \"2021-11-13 05:04:32.000000+00:00\"], \"session_ids\": [\"f278b2cb-49cf-49f7-af26-7ca8ce2339fd\", \"de22a245-b2be-4936-82cb-017f981dc08e\", \"049fba8f-944b-4e5c-a3ab-492626bab49b\", \"a41c3ab9-0d3f-4f97-8dc0-a20abd0b389c\", \"83b7f44c-bfc8-4813-87b3-9a0a71e5ff19\", \"60f54322-dc07-43d1-a0e8-f653a31273db\", \"40455678-c3ae-4ed8-8d80-650932f85367\", \"ec713882-dd19-43d0-ad02-fabc5b98c61a\", \"7e9f4638-55cd-4293-aa83-7061e1185e11\", \"48d63f30-3f9c-43a9-9fd3-1628fbb03c17\"], \"total_duration\": 814.0, \"total_sessions\": 10, \"mean_week_duration\": 4.03}, \"15182\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 5}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-05-26 20:47:26.000000+00:00\", \"2019-07-02 03:42:42.000000+00:00\", \"2019-05-12 15:29:25.000000+00:00\"], \"session_ids\": [\"1cccf62e-d16d-4bae-bb01-106b900f722b\", \"917d729c-402c-47da-a98f-6217eef96b50\", \"7c28fdc3-0624-435e-b878-73ce6a8ebe88\"], \"total_duration\": 342.0, \"total_sessions\": 3, \"mean_week_duration\": 3.196}, \"84802\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-06-10 15:45:38.000000+00:00\", \"2019-05-24 09:11:20.000000+00:00\"], \"session_ids\": [\"a300d6b1-0ce8-449e-9417-678b2b218e41\", \"79117b37-9f9c-45ce-9031-bbae210e6afe\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 0.358}, \"67773\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-06-05 08:01:03.000000+00:00\", \"2022-12-11 05:09:34.000000+00:00\", \"2020-04-25 22:07:45.000000+00:00\", \"2022-08-19 13:37:32.000000+00:00\", \"2019-03-30 04:01:37.000000+00:00\", \"2019-02-26 11:47:56.000000+00:00\"], \"session_ids\": [\"dcf0c420-4c02-462a-aff3-74531013b44e\", \"1d26eee9-b17b-4fe1-a4d5-79576961c296\", \"e397d08c-1853-48c7-9a1e-de817be73e66\", \"71bb506a-8670-4a7a-9fb5-6e04fcb004d5\", \"71898e03-41cb-414a-837a-a90bfbe0c04d\", \"9049b588-445f-4fb5-94b6-d4e0fef83637\"], \"total_duration\": 590.0, \"total_sessions\": 6, \"mean_week_duration\": 2.98}, \"95429\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-12-31 17:04:19.000000+00:00\", \"2020-10-20 17:39:32.000000+00:00\"], \"session_ids\": [\"384deffd-7e8b-4203-a394-35b65d637ede\", \"37316e37-e1d5-4003-b444-ab55a71df21c\"], \"total_duration\": 333.0, \"total_sessions\": 2, \"mean_week_duration\": 2.896}, \"45473\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-11-11 10:40:29.000000+00:00\", \"2021-07-18 07:43:42.000000+00:00\"], \"session_ids\": [\"829b9220-f489-46fb-bfce-5dc5eebd4b4c\", \"8661948a-4bc8-4cd4-9b6f-d137988ff8b0\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 1.176}, \"70696\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-09-18 09:47:19.000000+00:00\", \"2021-03-08 04:00:01.000000+00:00\"], \"session_ids\": [\"7e602a25-de7b-4c54-acb7-b2eb072936b7\", \"9abaf885-82b8-4b9f-a127-3552d40784e0\"], \"total_duration\": 352.0, \"total_sessions\": 2, \"mean_week_duration\": 12.571}, \"80269\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-29 11:56:22.000000+00:00\", \"2022-04-22 16:13:13.000000+00:00\", \"2021-06-10 12:54:17.000000+00:00\", \"2023-02-06 23:37:24.000000+00:00\"], \"session_ids\": [\"9c23629b-4218-404e-ac76-47afcabbe790\", \"1ffbd5b1-3243-4b9d-9ea6-24af32ea3ea7\", \"5da4f896-ff09-42c2-ab5f-40ac2ac37a33\", \"7977a708-ab11-4d65-a726-d99906d6c029\"], \"total_duration\": 1161.0, \"total_sessions\": 4, \"mean_week_duration\": 7.123}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or greater than 1126 and are less than 3328"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_duration\": [[1126, 3328]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"80269\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-29 11:56:22.000000+00:00\", \"2022-04-22 16:13:13.000000+00:00\", \"2021-06-10 12:54:17.000000+00:00\", \"2023-02-06 23:37:24.000000+00:00\"], \"session_ids\": [\"9c23629b-4218-404e-ac76-47afcabbe790\", \"1ffbd5b1-3243-4b9d-9ea6-24af32ea3ea7\", \"5da4f896-ff09-42c2-ab5f-40ac2ac37a33\", \"7977a708-ab11-4d65-a726-d99906d6c029\"], \"total_duration\": 1161.0, \"total_sessions\": 4, \"mean_week_duration\": 7.123}}\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[{\"80269\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-29 11:56:22.000000+00:00\", \"2022-04-22 16:13:13.000000+00:00\", \"2021-06-10 12:54:17.000000+00:00\", \"2023-02-06 23:37:24.000000+00:00\"], \"session_ids\": [\"9c23629b-4218-404e-ac76-47afcabbe790\", \"1ffbd5b1-3243-4b9d-9ea6-24af32ea3ea7\", \"5da4f896-ff09-42c2-ab5f-40ac2ac37a33\", \"7977a708-ab11-4d65-a726-d99906d6c029\"], \"total_duration\": 1161.0, \"total_sessions\": 4, \"mean_week_duration\": 7.123}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 5 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"80269\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-29 11:56:22.000000+00:00\", \"2022-04-22 16:13:13.000000+00:00\", \"2021-06-10 12:54:17.000000+00:00\", \"2023-02-06 23:37:24.000000+00:00\"], \"session_ids\": [\"9c23629b-4218-404e-ac76-47afcabbe790\", \"1ffbd5b1-3243-4b9d-9ea6-24af32ea3ea7\", \"5da4f896-ff09-42c2-ab5f-40ac2ac37a33\", \"7977a708-ab11-4d65-a726-d99906d6c029\"], \"total_duration\": 1161.0, \"total_sessions\": 4, \"mean_week_duration\": 7.123}}]\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[{\"80269\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-29 11:56:22.000000+00:00\", \"2022-04-22 16:13:13.000000+00:00\", \"2021-06-10 12:54:17.000000+00:00\", \"2023-02-06 23:37:24.000000+00:00\"], \"session_ids\": [\"9c23629b-4218-404e-ac76-47afcabbe790\", \"1ffbd5b1-3243-4b9d-9ea6-24af32ea3ea7\", \"5da4f896-ff09-42c2-ab5f-40ac2ac37a33\", \"7977a708-ab11-4d65-a726-d99906d6c029\"], \"total_duration\": 1161.0, \"total_sessions\": 4, \"mean_week_duration\": 7.123}}]\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 user who isn't living in city Helsinki in addition perform sorting by duration of sessions per week descending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"52772\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-09-15 19:26:30.000000+00:00\", \"2021-11-12 11:40:22.000000+00:00\"], \"session_ids\": [\"077a181a-c248-4415-aece-430826411f49\", \"967d379c-c3dd-4fae-b31f-174bcf4a935c\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 1.41}, \"2438\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-03 23:40:40.000000+00:00\", \"2022-01-28 00:02:29.000000+00:00\"], \"session_ids\": [\"837e44f4-7a41-430f-ba9e-b96f36742970\", \"4a4c7b1d-93a5-4075-8a47-1b1fa9faf66b\"], \"total_duration\": 161.0, \"total_sessions\": 2, \"mean_week_duration\": 2.333}, \"66314\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-18 06:29:06.000000+00:00\", \"2022-12-14 03:46:08.000000+00:00\"], \"session_ids\": [\"b4c2ffe2-4f44-41a8-a4fc-0de7b97a9c83\", \"de0e091c-0edb-4882-b345-993143dc2f08\"], \"total_duration\": 482.0, \"total_sessions\": 2, \"mean_week_duration\": 5.297}, \"67797\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-07-14 10:29:41.000000+00:00\", \"2019-08-14 12:20:25.000000+00:00\"], \"session_ids\": [\"10eaa3c2-8237-44b4-a995-deae53213ea7\", \"535643b4-af92-4740-96d0-16d112a47bc7\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 6.8}, \"12123\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-04-17 14:49:47.000000+00:00\", \"2019-11-13 15:53:00.000000+00:00\"], \"session_ids\": [\"3177d573-b82b-471d-bec9-9ad45a458f36\", \"5dfa44f6-f090-416a-875b-bd88f29c5300\"], \"total_duration\": 265.0, \"total_sessions\": 2, \"mean_week_duration\": 1.48}, \"17211\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-02-28 01:35:58.000000+00:00\", \"2019-09-18 00:20:38.000000+00:00\"], \"session_ids\": [\"fb58bb9e-d126-4c98-b6d1-f677ae50786f\", \"dd1ff3cc-598e-48e5-9962-ba5c7f005f6d\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 6.931}, \"37235\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2023-05-13 11:56:12.000000+00:00\", \"2019-06-25 20:08:03.000000+00:00\", \"2022-12-21 08:15:20.000000+00:00\", \"2022-06-09 12:35:04.000000+00:00\"], \"session_ids\": [\"942623db-58ee-456b-a68f-8da9f708ba4b\", \"10862f1f-419a-4903-8089-9f92bc9d2a12\", \"62ab639c-4356-47b8-8994-1b8978ee0019\", \"913a1b72-5042-4af6-86b8-565285937c84\"], \"total_duration\": 958.0, \"total_sessions\": 4, \"mean_week_duration\": 4.719}, \"41131\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-02-13 06:19:24.000000+00:00\", \"2022-04-29 15:02:20.000000+00:00\"], \"session_ids\": [\"ab2a550c-a599-48d1-bc2a-635a6c3dd0ef\", \"793c0d90-baf3-47f4-8aea-e5ebeb6e22ce\"], \"total_duration\": 378.0, \"total_sessions\": 2, \"mean_week_duration\": 2.25}, \"89737\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-29 11:39:36.000000+00:00\", \"2019-01-06 19:53:57.000000+00:00\", \"2019-03-05 19:57:20.000000+00:00\"], \"session_ids\": [\"9ba849b3-c203-4903-9d8b-7a896e6b7ddf\", \"d18efaca-6310-4ad2-9a8f-556b2b8d4f84\", \"45b7ecd0-70b9-45e0-8e2f-938f8990e1d2\"], \"total_duration\": 50.0, \"total_sessions\": 3, \"mean_week_duration\": 1.471}, \"56379\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-01-09 23:46:00.000000+00:00\", \"2021-10-27 00:49:24.000000+00:00\", \"2020-01-12 09:30:35.000000+00:00\", \"2023-02-06 15:21:24.000000+00:00\", \"2019-11-24 06:48:11.000000+00:00\"], \"session_ids\": [\"77fe494f-93a0-42cb-bf88-a734ef71cb17\", \"60a8a79c-940e-4aba-8e64-1dcceeff2540\", \"0bd86530-9c8b-4a81-b064-296fff90aa8c\", \"3bf7babf-16dc-4cfb-85c6-7ccae93d9a6a\", \"42223c3c-5841-4c91-a4a7-ba779eeb021d\"], \"total_duration\": 788.0, \"total_sessions\": 5, \"mean_week_duration\": 4.69}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is not Helsinki"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Helsinki\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"52772\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-09-15 19:26:30.000000+00:00\", \"2021-11-12 11:40:22.000000+00:00\"], \"session_ids\": [\"077a181a-c248-4415-aece-430826411f49\", \"967d379c-c3dd-4fae-b31f-174bcf4a935c\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 1.41}, \"2438\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-03 23:40:40.000000+00:00\", \"2022-01-28 00:02:29.000000+00:00\"], \"session_ids\": [\"837e44f4-7a41-430f-ba9e-b96f36742970\", \"4a4c7b1d-93a5-4075-8a47-1b1fa9faf66b\"], \"total_duration\": 161.0, \"total_sessions\": 2, \"mean_week_duration\": 2.333}, \"66314\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-18 06:29:06.000000+00:00\", \"2022-12-14 03:46:08.000000+00:00\"], \"session_ids\": [\"b4c2ffe2-4f44-41a8-a4fc-0de7b97a9c83\", \"de0e091c-0edb-4882-b345-993143dc2f08\"], \"total_duration\": 482.0, \"total_sessions\": 2, \"mean_week_duration\": 5.297}, \"67797\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-07-14 10:29:41.000000+00:00\", \"2019-08-14 12:20:25.000000+00:00\"], \"session_ids\": [\"10eaa3c2-8237-44b4-a995-deae53213ea7\", \"535643b4-af92-4740-96d0-16d112a47bc7\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 6.8}, \"12123\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-04-17 14:49:47.000000+00:00\", \"2019-11-13 15:53:00.000000+00:00\"], \"session_ids\": [\"3177d573-b82b-471d-bec9-9ad45a458f36\", \"5dfa44f6-f090-416a-875b-bd88f29c5300\"], \"total_duration\": 265.0, \"total_sessions\": 2, \"mean_week_duration\": 1.48}, \"17211\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-02-28 01:35:58.000000+00:00\", \"2019-09-18 00:20:38.000000+00:00\"], \"session_ids\": [\"fb58bb9e-d126-4c98-b6d1-f677ae50786f\", \"dd1ff3cc-598e-48e5-9962-ba5c7f005f6d\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 6.931}, \"37235\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2023-05-13 11:56:12.000000+00:00\", \"2019-06-25 20:08:03.000000+00:00\", \"2022-12-21 08:15:20.000000+00:00\", \"2022-06-09 12:35:04.000000+00:00\"], \"session_ids\": [\"942623db-58ee-456b-a68f-8da9f708ba4b\", \"10862f1f-419a-4903-8089-9f92bc9d2a12\", \"62ab639c-4356-47b8-8994-1b8978ee0019\", \"913a1b72-5042-4af6-86b8-565285937c84\"], \"total_duration\": 958.0, \"total_sessions\": 4, \"mean_week_duration\": 4.719}, \"41131\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-02-13 06:19:24.000000+00:00\", \"2022-04-29 15:02:20.000000+00:00\"], \"session_ids\": [\"ab2a550c-a599-48d1-bc2a-635a6c3dd0ef\", \"793c0d90-baf3-47f4-8aea-e5ebeb6e22ce\"], \"total_duration\": 378.0, \"total_sessions\": 2, \"mean_week_duration\": 2.25}, \"89737\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-29 11:39:36.000000+00:00\", \"2019-01-06 19:53:57.000000+00:00\", \"2019-03-05 19:57:20.000000+00:00\"], \"session_ids\": [\"9ba849b3-c203-4903-9d8b-7a896e6b7ddf\", \"d18efaca-6310-4ad2-9a8f-556b2b8d4f84\", \"45b7ecd0-70b9-45e0-8e2f-938f8990e1d2\"], \"total_duration\": 50.0, \"total_sessions\": 3, \"mean_week_duration\": 1.471}, \"56379\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-01-09 23:46:00.000000+00:00\", \"2021-10-27 00:49:24.000000+00:00\", \"2020-01-12 09:30:35.000000+00:00\", \"2023-02-06 15:21:24.000000+00:00\", \"2019-11-24 06:48:11.000000+00:00\"], \"session_ids\": [\"77fe494f-93a0-42cb-bf88-a734ef71cb17\", \"60a8a79c-940e-4aba-8e64-1dcceeff2540\", \"0bd86530-9c8b-4a81-b064-296fff90aa8c\", \"3bf7babf-16dc-4cfb-85c6-7ccae93d9a6a\", \"42223c3c-5841-4c91-a4a7-ba779eeb021d\"], \"total_duration\": 788.0, \"total_sessions\": 5, \"mean_week_duration\": 4.69}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"17211\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-02-28 01:35:58.000000+00:00\", \"2019-09-18 00:20:38.000000+00:00\"], \"session_ids\": [\"fb58bb9e-d126-4c98-b6d1-f677ae50786f\", \"dd1ff3cc-598e-48e5-9962-ba5c7f005f6d\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 6.931}}, {\"67797\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-07-14 10:29:41.000000+00:00\", \"2019-08-14 12:20:25.000000+00:00\"], \"session_ids\": [\"10eaa3c2-8237-44b4-a995-deae53213ea7\", \"535643b4-af92-4740-96d0-16d112a47bc7\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 6.8}}, {\"66314\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-18 06:29:06.000000+00:00\", \"2022-12-14 03:46:08.000000+00:00\"], \"session_ids\": [\"b4c2ffe2-4f44-41a8-a4fc-0de7b97a9c83\", \"de0e091c-0edb-4882-b345-993143dc2f08\"], \"total_duration\": 482.0, \"total_sessions\": 2, \"mean_week_duration\": 5.297}}, {\"37235\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2023-05-13 11:56:12.000000+00:00\", \"2019-06-25 20:08:03.000000+00:00\", \"2022-12-21 08:15:20.000000+00:00\", \"2022-06-09 12:35:04.000000+00:00\"], \"session_ids\": [\"942623db-58ee-456b-a68f-8da9f708ba4b\", \"10862f1f-419a-4903-8089-9f92bc9d2a12\", \"62ab639c-4356-47b8-8994-1b8978ee0019\", \"913a1b72-5042-4af6-86b8-565285937c84\"], \"total_duration\": 958.0, \"total_sessions\": 4, \"mean_week_duration\": 4.719}}, {\"56379\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-01-09 23:46:00.000000+00:00\", \"2021-10-27 00:49:24.000000+00:00\", \"2020-01-12 09:30:35.000000+00:00\", \"2023-02-06 15:21:24.000000+00:00\", \"2019-11-24 06:48:11.000000+00:00\"], \"session_ids\": [\"77fe494f-93a0-42cb-bf88-a734ef71cb17\", \"60a8a79c-940e-4aba-8e64-1dcceeff2540\", \"0bd86530-9c8b-4a81-b064-296fff90aa8c\", \"3bf7babf-16dc-4cfb-85c6-7ccae93d9a6a\", \"42223c3c-5841-4c91-a4a7-ba779eeb021d\"], \"total_duration\": 788.0, \"total_sessions\": 5, \"mean_week_duration\": 4.69}}, {\"2438\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-03 23:40:40.000000+00:00\", \"2022-01-28 00:02:29.000000+00:00\"], \"session_ids\": [\"837e44f4-7a41-430f-ba9e-b96f36742970\", \"4a4c7b1d-93a5-4075-8a47-1b1fa9faf66b\"], \"total_duration\": 161.0, \"total_sessions\": 2, \"mean_week_duration\": 2.333}}, {\"41131\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-02-13 06:19:24.000000+00:00\", \"2022-04-29 15:02:20.000000+00:00\"], \"session_ids\": [\"ab2a550c-a599-48d1-bc2a-635a6c3dd0ef\", \"793c0d90-baf3-47f4-8aea-e5ebeb6e22ce\"], \"total_duration\": 378.0, \"total_sessions\": 2, \"mean_week_duration\": 2.25}}, {\"12123\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-04-17 14:49:47.000000+00:00\", \"2019-11-13 15:53:00.000000+00:00\"], \"session_ids\": [\"3177d573-b82b-471d-bec9-9ad45a458f36\", \"5dfa44f6-f090-416a-875b-bd88f29c5300\"], \"total_duration\": 265.0, \"total_sessions\": 2, \"mean_week_duration\": 1.48}}, {\"89737\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-29 11:39:36.000000+00:00\", \"2019-01-06 19:53:57.000000+00:00\", \"2019-03-05 19:57:20.000000+00:00\"], \"session_ids\": [\"9ba849b3-c203-4903-9d8b-7a896e6b7ddf\", \"d18efaca-6310-4ad2-9a8f-556b2b8d4f84\", \"45b7ecd0-70b9-45e0-8e2f-938f8990e1d2\"], \"total_duration\": 50.0, \"total_sessions\": 3, \"mean_week_duration\": 1.471}}, {\"52772\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-09-15 19:26:30.000000+00:00\", \"2021-11-12 11:40:22.000000+00:00\"], \"session_ids\": [\"077a181a-c248-4415-aece-430826411f49\", \"967d379c-c3dd-4fae-b31f-174bcf4a935c\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 1.41}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 1 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"17211\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-02-28 01:35:58.000000+00:00\", \"2019-09-18 00:20:38.000000+00:00\"], \"session_ids\": [\"fb58bb9e-d126-4c98-b6d1-f677ae50786f\", \"dd1ff3cc-598e-48e5-9962-ba5c7f005f6d\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 6.931}}]\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[{\"17211\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-02-28 01:35:58.000000+00:00\", \"2019-09-18 00:20:38.000000+00:00\"], \"session_ids\": [\"fb58bb9e-d126-4c98-b6d1-f677ae50786f\", \"dd1ff3cc-598e-48e5-9962-ba5c7f005f6d\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 6.931}}]\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 count of sessions is strictly greater than 2 and strictly less than 7 as well as implement sorting by duration of sessions per week descending."
}
] |
[
{
"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{\"89800\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-03-25 22:54:18.000000+00:00\", \"2023-01-07 07:29:52.000000+00:00\"], \"session_ids\": [\"2733fe9a-92e3-4146-8543-152ae03acc5d\", \"f40566ff-33a1-4152-ba23-08001cb15c84\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 1.281}, \"94288\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-09-08 05:34:29.000000+00:00\", \"2020-01-12 23:02:39.000000+00:00\", \"2022-10-22 10:30:19.000000+00:00\"], \"session_ids\": [\"b85ab1fa-f7c5-4e03-9820-4bf5d2d83c85\", \"ba1e3bcc-854a-47aa-99cb-b71f31055c1f\", \"36c2fd48-b294-465f-ac0d-6cd56c58b178\"], \"total_duration\": 560.0, \"total_sessions\": 3, \"mean_week_duration\": 3.862}, \"43944\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-08-05 11:25:36.000000+00:00\", \"2020-11-12 05:17:31.000000+00:00\", \"2022-03-05 01:22:23.000000+00:00\"], \"session_ids\": [\"f5fa7dd0-0a4b-41ac-bcd0-a94fb2295851\", \"7ec58927-88fd-46c2-82c2-d82fa9e776cd\", \"9e19947b-1270-4475-ac6b-bb207da2c74b\"], \"total_duration\": 271.0, \"total_sessions\": 3, \"mean_week_duration\": 2.978}, \"73431\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-05-22 16:25:53.000000+00:00\", \"2022-05-16 16:21:14.000000+00:00\"], \"session_ids\": [\"c641c4a2-cd08-4717-ae30-85b079999387\", \"81d2408a-6fa4-461c-8874-92deb1cdb852\"], \"total_duration\": 237.0, \"total_sessions\": 2, \"mean_week_duration\": 1.519}, \"52700\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-05-06 23:44:26.000000+00:00\", \"2021-10-01 10:19:29.000000+00:00\", \"2022-11-24 14:57:17.000000+00:00\", \"2020-08-08 13:57:10.000000+00:00\", \"2023-06-25 15:47:49.000000+00:00\", \"2021-09-15 19:23:28.000000+00:00\", \"2019-03-07 16:48:33.000000+00:00\"], \"session_ids\": [\"f40b78d9-7ffb-4dbe-92f4-754af221f25e\", \"1b744c14-185f-4aec-92b0-7ccbbffcce72\", \"b9fda762-3055-413f-bdb5-80cdd8d2ed2e\", \"4e76f39b-536d-40e2-bf64-65135f23c50a\", \"553bb48d-012b-4279-a0a4-570101efcb20\", \"c0b71a38-589d-4f59-8173-7ed7ca42050e\", \"3ae3705f-52f8-407e-81a8-c36a3837c48e\"], \"total_duration\": 1340.0, \"total_sessions\": 7, \"mean_week_duration\": 5.956}, \"67710\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2023-02-10 04:06:36.000000+00:00\", \"2019-07-09 23:40:38.000000+00:00\", \"2019-05-13 11:46:12.000000+00:00\", \"2023-03-29 12:14:26.000000+00:00\", \"2022-05-28 01:53:55.000000+00:00\", \"2021-08-22 04:06:42.000000+00:00\"], \"session_ids\": [\"17aab1c9-d2e1-459d-be14-a8e4a3078ab3\", \"bd24ff75-228d-4356-8e59-a8dcc1514108\", \"d3f82af6-127d-4315-a996-3d710ca78f45\", \"06d9c6cb-85ca-4611-acea-a58797e30b3a\", \"8d436f68-0e46-4187-9e0f-9ffd5dbe245e\", \"6f374a6a-b7d6-4806-b1bc-b492fb862705\"], \"total_duration\": 1679.0, \"total_sessions\": 6, \"mean_week_duration\": 8.271}, \"66453\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2020-05-28 15:39:14.000000+00:00\", \"2020-06-19 17:19:08.000000+00:00\", \"2019-11-03 23:16:37.000000+00:00\", \"2020-10-12 10:45:35.000000+00:00\", \"2019-04-27 07:50:06.000000+00:00\", \"2019-03-17 17:11:02.000000+00:00\", \"2023-01-30 23:36:59.000000+00:00\", \"2020-04-09 02:34:29.000000+00:00\", \"2023-05-14 10:54:43.000000+00:00\"], \"session_ids\": [\"e3dbae05-9453-47a6-b3b5-48d9310d1ea5\", \"c09b495b-9d51-4a1f-abab-469177351171\", \"97f926dd-7963-4625-a299-79fc46668d5e\", \"8d6244ae-b0df-4d6d-a459-8e6a5e4a41a0\", \"b7402103-aa29-41b1-b4e3-64923df79bf8\", \"193e7067-9033-431d-b606-45bc2f0196d7\", \"25677e1d-85da-480a-be4b-eb3c4d507631\", \"14ed5588-7452-4889-8268-9364fac8c6ee\", \"bfb52c7c-0537-46dc-954e-46572a86e1b7\"], \"total_duration\": 2586.0, \"total_sessions\": 9, \"mean_week_duration\": 11.917}, \"47399\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-03-09 12:12:21.000000+00:00\", \"2020-08-02 21:03:49.000000+00:00\", \"2023-01-10 11:36:58.000000+00:00\", \"2022-02-06 06:59:31.000000+00:00\", \"2020-11-20 06:57:26.000000+00:00\", \"2020-10-15 21:50:04.000000+00:00\", \"2019-03-03 15:50:24.000000+00:00\", \"2022-07-24 13:17:43.000000+00:00\", \"2019-02-21 22:19:40.000000+00:00\", \"2020-06-29 06:27:09.000000+00:00\"], \"session_ids\": [\"947dc059-caa8-4bcb-aa8a-c67fd8bb4b3f\", \"a6d4ace2-3f1e-45c0-9179-b5329463b98b\", \"6721b640-1165-40dc-9427-e0183c5879bb\", \"20897933-a1bb-4a4d-b59c-c1c2476f76f6\", \"a2e7c19a-f774-49e6-a1a9-3c7d24ad863c\", \"99e80e13-dad7-4c36-8c16-e1d40b5350fa\", \"9d69758a-56fa-4b1b-b2bd-23edca89aa8e\", \"2c7a9975-e092-4e55-9856-7d04d57bb26b\", \"fb394a1c-4e47-4ec5-8bf9-106ee18891c8\", \"0c960ce6-4396-4760-a7e8-12c27f9c9a0b\"], \"total_duration\": 2643.0, \"total_sessions\": 10, \"mean_week_duration\": 12.526}, \"36578\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-11-17 18:32:32.000000+00:00\", \"2023-05-23 00:10:56.000000+00:00\"], \"session_ids\": [\"fa0dab13-d2fc-45dc-ac9c-cc2dbf33629a\", \"115cefa3-59b1-45e5-8ce3-d620a26d8fcb\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.852}, \"67592\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-31 20:54:25.000000+00:00\", \"2020-12-08 17:39:01.000000+00:00\", \"2022-11-11 05:01:30.000000+00:00\"], \"session_ids\": [\"5fb1b622-8f78-4210-a95f-db775362dadd\", \"80977873-4996-40a1-9588-d3547f06f8da\", \"8df54f96-b44c-4550-b5a4-2f41b08b5475\"], \"total_duration\": 251.0, \"total_sessions\": 3, \"mean_week_duration\": 1.459}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are greater than 2 and are less than 7"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\", \"<\"]]}, \"all_values\": {\"total_sessions\": [[2, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"94288\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-09-08 05:34:29.000000+00:00\", \"2020-01-12 23:02:39.000000+00:00\", \"2022-10-22 10:30:19.000000+00:00\"], \"session_ids\": [\"b85ab1fa-f7c5-4e03-9820-4bf5d2d83c85\", \"ba1e3bcc-854a-47aa-99cb-b71f31055c1f\", \"36c2fd48-b294-465f-ac0d-6cd56c58b178\"], \"total_duration\": 560.0, \"total_sessions\": 3, \"mean_week_duration\": 3.862}, \"43944\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-08-05 11:25:36.000000+00:00\", \"2020-11-12 05:17:31.000000+00:00\", \"2022-03-05 01:22:23.000000+00:00\"], \"session_ids\": [\"f5fa7dd0-0a4b-41ac-bcd0-a94fb2295851\", \"7ec58927-88fd-46c2-82c2-d82fa9e776cd\", \"9e19947b-1270-4475-ac6b-bb207da2c74b\"], \"total_duration\": 271.0, \"total_sessions\": 3, \"mean_week_duration\": 2.978}, \"67710\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2023-02-10 04:06:36.000000+00:00\", \"2019-07-09 23:40:38.000000+00:00\", \"2019-05-13 11:46:12.000000+00:00\", \"2023-03-29 12:14:26.000000+00:00\", \"2022-05-28 01:53:55.000000+00:00\", \"2021-08-22 04:06:42.000000+00:00\"], \"session_ids\": [\"17aab1c9-d2e1-459d-be14-a8e4a3078ab3\", \"bd24ff75-228d-4356-8e59-a8dcc1514108\", \"d3f82af6-127d-4315-a996-3d710ca78f45\", \"06d9c6cb-85ca-4611-acea-a58797e30b3a\", \"8d436f68-0e46-4187-9e0f-9ffd5dbe245e\", \"6f374a6a-b7d6-4806-b1bc-b492fb862705\"], \"total_duration\": 1679.0, \"total_sessions\": 6, \"mean_week_duration\": 8.271}, \"67592\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-31 20:54:25.000000+00:00\", \"2020-12-08 17:39:01.000000+00:00\", \"2022-11-11 05:01:30.000000+00:00\"], \"session_ids\": [\"5fb1b622-8f78-4210-a95f-db775362dadd\", \"80977873-4996-40a1-9588-d3547f06f8da\", \"8df54f96-b44c-4550-b5a4-2f41b08b5475\"], \"total_duration\": 251.0, \"total_sessions\": 3, \"mean_week_duration\": 1.459}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"67710\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2023-02-10 04:06:36.000000+00:00\", \"2019-07-09 23:40:38.000000+00:00\", \"2019-05-13 11:46:12.000000+00:00\", \"2023-03-29 12:14:26.000000+00:00\", \"2022-05-28 01:53:55.000000+00:00\", \"2021-08-22 04:06:42.000000+00:00\"], \"session_ids\": [\"17aab1c9-d2e1-459d-be14-a8e4a3078ab3\", \"bd24ff75-228d-4356-8e59-a8dcc1514108\", \"d3f82af6-127d-4315-a996-3d710ca78f45\", \"06d9c6cb-85ca-4611-acea-a58797e30b3a\", \"8d436f68-0e46-4187-9e0f-9ffd5dbe245e\", \"6f374a6a-b7d6-4806-b1bc-b492fb862705\"], \"total_duration\": 1679.0, \"total_sessions\": 6, \"mean_week_duration\": 8.271}}, {\"94288\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-09-08 05:34:29.000000+00:00\", \"2020-01-12 23:02:39.000000+00:00\", \"2022-10-22 10:30:19.000000+00:00\"], \"session_ids\": [\"b85ab1fa-f7c5-4e03-9820-4bf5d2d83c85\", \"ba1e3bcc-854a-47aa-99cb-b71f31055c1f\", \"36c2fd48-b294-465f-ac0d-6cd56c58b178\"], \"total_duration\": 560.0, \"total_sessions\": 3, \"mean_week_duration\": 3.862}}, {\"43944\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-08-05 11:25:36.000000+00:00\", \"2020-11-12 05:17:31.000000+00:00\", \"2022-03-05 01:22:23.000000+00:00\"], \"session_ids\": [\"f5fa7dd0-0a4b-41ac-bcd0-a94fb2295851\", \"7ec58927-88fd-46c2-82c2-d82fa9e776cd\", \"9e19947b-1270-4475-ac6b-bb207da2c74b\"], \"total_duration\": 271.0, \"total_sessions\": 3, \"mean_week_duration\": 2.978}}, {\"67592\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-31 20:54:25.000000+00:00\", \"2020-12-08 17:39:01.000000+00:00\", \"2022-11-11 05:01:30.000000+00:00\"], \"session_ids\": [\"5fb1b622-8f78-4210-a95f-db775362dadd\", \"80977873-4996-40a1-9588-d3547f06f8da\", \"8df54f96-b44c-4550-b5a4-2f41b08b5475\"], \"total_duration\": 251.0, \"total_sessions\": 3, \"mean_week_duration\": 1.459}}]\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[{\"67710\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2023-02-10 04:06:36.000000+00:00\", \"2019-07-09 23:40:38.000000+00:00\", \"2019-05-13 11:46:12.000000+00:00\", \"2023-03-29 12:14:26.000000+00:00\", \"2022-05-28 01:53:55.000000+00:00\", \"2021-08-22 04:06:42.000000+00:00\"], \"session_ids\": [\"17aab1c9-d2e1-459d-be14-a8e4a3078ab3\", \"bd24ff75-228d-4356-8e59-a8dcc1514108\", \"d3f82af6-127d-4315-a996-3d710ca78f45\", \"06d9c6cb-85ca-4611-acea-a58797e30b3a\", \"8d436f68-0e46-4187-9e0f-9ffd5dbe245e\", \"6f374a6a-b7d6-4806-b1bc-b492fb862705\"], \"total_duration\": 1679.0, \"total_sessions\": 6, \"mean_week_duration\": 8.271}}]\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[{\"67710\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2023-02-10 04:06:36.000000+00:00\", \"2019-07-09 23:40:38.000000+00:00\", \"2019-05-13 11:46:12.000000+00:00\", \"2023-03-29 12:14:26.000000+00:00\", \"2022-05-28 01:53:55.000000+00:00\", \"2021-08-22 04:06:42.000000+00:00\"], \"session_ids\": [\"17aab1c9-d2e1-459d-be14-a8e4a3078ab3\", \"bd24ff75-228d-4356-8e59-a8dcc1514108\", \"d3f82af6-127d-4315-a996-3d710ca78f45\", \"06d9c6cb-85ca-4611-acea-a58797e30b3a\", \"8d436f68-0e46-4187-9e0f-9ffd5dbe245e\", \"6f374a6a-b7d6-4806-b1bc-b492fb862705\"], \"total_duration\": 1679.0, \"total_sessions\": 6, \"mean_week_duration\": 8.271}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding 4 users whose count of sessions is strictly bigger than 5 and smaller than 3 + carry out sorting by mean week duration asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"75071\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-12-25 21:53:46.000000+00:00\", \"2022-03-09 04:17:14.000000+00:00\"], \"session_ids\": [\"6fdff5a7-e15d-47df-a85c-879f39d2256f\", \"6038ff89-251d-4329-bf03-9be4a2438a15\"], \"total_duration\": 212.0, \"total_sessions\": 2, \"mean_week_duration\": 19.273}, \"95387\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-07-21 13:51:08.000000+00:00\", \"2022-10-10 12:48:02.000000+00:00\"], \"session_ids\": [\"2cb53141-586a-415a-a975-0caa6c54cf06\", \"e4962af5-7778-433a-94f4-f64abb73a38e\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.562}, \"35198\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-03-11 03:46:03.000000+00:00\", \"2021-10-28 13:03:27.000000+00:00\", \"2020-04-13 11:59:50.000000+00:00\", \"2020-08-07 17:14:10.000000+00:00\", \"2019-07-11 14:37:35.000000+00:00\", \"2022-03-20 09:15:25.000000+00:00\", \"2020-11-26 04:18:13.000000+00:00\", \"2020-01-09 11:08:08.000000+00:00\"], \"session_ids\": [\"896a3e8a-93d3-4fd2-a83a-f9a5d1060a83\", \"68373c64-94d2-4cdf-b080-0378decbfab8\", \"d59fa417-515e-4b89-a357-4c6948ecc079\", \"ec97ef00-7949-470e-a8e1-3114065f72f6\", \"2c4138de-2f97-4a92-9898-e8f3c02bc541\", \"35d10442-4100-4d24-90e8-327308376c3b\", \"3383db8b-e297-4c2e-a0fb-b8ee4ae4824e\", \"145a0410-8178-4af1-8cd3-eaf5913fac5a\"], \"total_duration\": 2756.0, \"total_sessions\": 8, \"mean_week_duration\": 17.443}, \"11314\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-07 14:13:30.000000+00:00\", \"2020-06-22 19:13:28.000000+00:00\"], \"session_ids\": [\"c9b1b787-bb3e-48da-96c6-3c181de604bd\", \"1b2829b2-f52d-46bc-8664-d7e7aba3f80c\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 12.35}, \"66505\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-05-06 16:09:21.000000+00:00\", \"2020-03-09 07:13:06.000000+00:00\"], \"session_ids\": [\"c9c1cacc-9b99-4627-8bab-1aa9625f1586\", \"12bd6d81-229f-4395-a004-94128d939259\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.46}, \"99933\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-09-07 06:25:21.000000+00:00\", \"2020-06-12 17:10:19.000000+00:00\"], \"session_ids\": [\"24f0739d-9244-4e90-b06f-88fc808fd017\", \"8b1cef58-d6c9-48ef-ba6c-617d817624ce\"], \"total_duration\": 243.0, \"total_sessions\": 2, \"mean_week_duration\": 3.738}, \"1723\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-05-24 13:25:16.000000+00:00\", \"2022-01-26 16:00:51.000000+00:00\"], \"session_ids\": [\"5ace7463-3a62-4a8d-81e1-0320224d59c6\", \"0c25b82c-5cc9-437c-b6eb-63ddba16d675\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 0.693}, \"93628\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2023-05-29 09:53:07.000000+00:00\", \"2019-05-14 23:44:03.000000+00:00\"], \"session_ids\": [\"db1ad52e-fd0c-489f-8995-97f090c0652a\", \"ff45056b-517b-4418-b609-a6eb227d5fa9\"], \"total_duration\": 444.0, \"total_sessions\": 2, \"mean_week_duration\": 2.104}, \"98830\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-07 10:52:21.000000+00:00\", \"2020-10-20 03:47:33.000000+00:00\"], \"session_ids\": [\"731727b7-f7b6-4fcd-9945-5e04cbf46eb5\", \"27e903ff-4628-4e08-a950-b7f227acb697\"], \"total_duration\": 463.0, \"total_sessions\": 2, \"mean_week_duration\": 3.355}, \"94826\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-12-06 15:33:53.000000+00:00\", \"2021-08-11 05:05:53.000000+00:00\"], \"session_ids\": [\"68bd296e-f0cc-4d64-8829-6c00cbd66222\", \"ea4284bb-6633-4247-a6da-b6435e5ef885\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 4.471}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or less than 3 and are greater than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_sessions\": [[3, 5]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"75071\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-12-25 21:53:46.000000+00:00\", \"2022-03-09 04:17:14.000000+00:00\"], \"session_ids\": [\"6fdff5a7-e15d-47df-a85c-879f39d2256f\", \"6038ff89-251d-4329-bf03-9be4a2438a15\"], \"total_duration\": 212.0, \"total_sessions\": 2, \"mean_week_duration\": 19.273}, \"95387\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-07-21 13:51:08.000000+00:00\", \"2022-10-10 12:48:02.000000+00:00\"], \"session_ids\": [\"2cb53141-586a-415a-a975-0caa6c54cf06\", \"e4962af5-7778-433a-94f4-f64abb73a38e\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.562}, \"11314\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-07 14:13:30.000000+00:00\", \"2020-06-22 19:13:28.000000+00:00\"], \"session_ids\": [\"c9b1b787-bb3e-48da-96c6-3c181de604bd\", \"1b2829b2-f52d-46bc-8664-d7e7aba3f80c\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 12.35}, \"66505\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-05-06 16:09:21.000000+00:00\", \"2020-03-09 07:13:06.000000+00:00\"], \"session_ids\": [\"c9c1cacc-9b99-4627-8bab-1aa9625f1586\", \"12bd6d81-229f-4395-a004-94128d939259\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.46}, \"99933\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-09-07 06:25:21.000000+00:00\", \"2020-06-12 17:10:19.000000+00:00\"], \"session_ids\": [\"24f0739d-9244-4e90-b06f-88fc808fd017\", \"8b1cef58-d6c9-48ef-ba6c-617d817624ce\"], \"total_duration\": 243.0, \"total_sessions\": 2, \"mean_week_duration\": 3.738}, \"1723\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-05-24 13:25:16.000000+00:00\", \"2022-01-26 16:00:51.000000+00:00\"], \"session_ids\": [\"5ace7463-3a62-4a8d-81e1-0320224d59c6\", \"0c25b82c-5cc9-437c-b6eb-63ddba16d675\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 0.693}, \"93628\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2023-05-29 09:53:07.000000+00:00\", \"2019-05-14 23:44:03.000000+00:00\"], \"session_ids\": [\"db1ad52e-fd0c-489f-8995-97f090c0652a\", \"ff45056b-517b-4418-b609-a6eb227d5fa9\"], \"total_duration\": 444.0, \"total_sessions\": 2, \"mean_week_duration\": 2.104}, \"98830\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-07 10:52:21.000000+00:00\", \"2020-10-20 03:47:33.000000+00:00\"], \"session_ids\": [\"731727b7-f7b6-4fcd-9945-5e04cbf46eb5\", \"27e903ff-4628-4e08-a950-b7f227acb697\"], \"total_duration\": 463.0, \"total_sessions\": 2, \"mean_week_duration\": 3.355}, \"94826\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-12-06 15:33:53.000000+00:00\", \"2021-08-11 05:05:53.000000+00:00\"], \"session_ids\": [\"68bd296e-f0cc-4d64-8829-6c00cbd66222\", \"ea4284bb-6633-4247-a6da-b6435e5ef885\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 4.471}, \"35198\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-03-11 03:46:03.000000+00:00\", \"2021-10-28 13:03:27.000000+00:00\", \"2020-04-13 11:59:50.000000+00:00\", \"2020-08-07 17:14:10.000000+00:00\", \"2019-07-11 14:37:35.000000+00:00\", \"2022-03-20 09:15:25.000000+00:00\", \"2020-11-26 04:18:13.000000+00:00\", \"2020-01-09 11:08:08.000000+00:00\"], \"session_ids\": [\"896a3e8a-93d3-4fd2-a83a-f9a5d1060a83\", \"68373c64-94d2-4cdf-b080-0378decbfab8\", \"d59fa417-515e-4b89-a357-4c6948ecc079\", \"ec97ef00-7949-470e-a8e1-3114065f72f6\", \"2c4138de-2f97-4a92-9898-e8f3c02bc541\", \"35d10442-4100-4d24-90e8-327308376c3b\", \"3383db8b-e297-4c2e-a0fb-b8ee4ae4824e\", \"145a0410-8178-4af1-8cd3-eaf5913fac5a\"], \"total_duration\": 2756.0, \"total_sessions\": 8, \"mean_week_duration\": 17.443}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"66505\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-05-06 16:09:21.000000+00:00\", \"2020-03-09 07:13:06.000000+00:00\"], \"session_ids\": [\"c9c1cacc-9b99-4627-8bab-1aa9625f1586\", \"12bd6d81-229f-4395-a004-94128d939259\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.46}}, {\"95387\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-07-21 13:51:08.000000+00:00\", \"2022-10-10 12:48:02.000000+00:00\"], \"session_ids\": [\"2cb53141-586a-415a-a975-0caa6c54cf06\", \"e4962af5-7778-433a-94f4-f64abb73a38e\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.562}}, {\"1723\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-05-24 13:25:16.000000+00:00\", \"2022-01-26 16:00:51.000000+00:00\"], \"session_ids\": [\"5ace7463-3a62-4a8d-81e1-0320224d59c6\", \"0c25b82c-5cc9-437c-b6eb-63ddba16d675\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 0.693}}, {\"93628\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2023-05-29 09:53:07.000000+00:00\", \"2019-05-14 23:44:03.000000+00:00\"], \"session_ids\": [\"db1ad52e-fd0c-489f-8995-97f090c0652a\", \"ff45056b-517b-4418-b609-a6eb227d5fa9\"], \"total_duration\": 444.0, \"total_sessions\": 2, \"mean_week_duration\": 2.104}}, {\"98830\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-07 10:52:21.000000+00:00\", \"2020-10-20 03:47:33.000000+00:00\"], \"session_ids\": [\"731727b7-f7b6-4fcd-9945-5e04cbf46eb5\", \"27e903ff-4628-4e08-a950-b7f227acb697\"], \"total_duration\": 463.0, \"total_sessions\": 2, \"mean_week_duration\": 3.355}}, {\"99933\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-09-07 06:25:21.000000+00:00\", \"2020-06-12 17:10:19.000000+00:00\"], \"session_ids\": [\"24f0739d-9244-4e90-b06f-88fc808fd017\", \"8b1cef58-d6c9-48ef-ba6c-617d817624ce\"], \"total_duration\": 243.0, \"total_sessions\": 2, \"mean_week_duration\": 3.738}}, {\"94826\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-12-06 15:33:53.000000+00:00\", \"2021-08-11 05:05:53.000000+00:00\"], \"session_ids\": [\"68bd296e-f0cc-4d64-8829-6c00cbd66222\", \"ea4284bb-6633-4247-a6da-b6435e5ef885\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 4.471}}, {\"11314\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-07 14:13:30.000000+00:00\", \"2020-06-22 19:13:28.000000+00:00\"], \"session_ids\": [\"c9b1b787-bb3e-48da-96c6-3c181de604bd\", \"1b2829b2-f52d-46bc-8664-d7e7aba3f80c\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 12.35}}, {\"35198\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-03-11 03:46:03.000000+00:00\", \"2021-10-28 13:03:27.000000+00:00\", \"2020-04-13 11:59:50.000000+00:00\", \"2020-08-07 17:14:10.000000+00:00\", \"2019-07-11 14:37:35.000000+00:00\", \"2022-03-20 09:15:25.000000+00:00\", \"2020-11-26 04:18:13.000000+00:00\", \"2020-01-09 11:08:08.000000+00:00\"], \"session_ids\": [\"896a3e8a-93d3-4fd2-a83a-f9a5d1060a83\", \"68373c64-94d2-4cdf-b080-0378decbfab8\", \"d59fa417-515e-4b89-a357-4c6948ecc079\", \"ec97ef00-7949-470e-a8e1-3114065f72f6\", \"2c4138de-2f97-4a92-9898-e8f3c02bc541\", \"35d10442-4100-4d24-90e8-327308376c3b\", \"3383db8b-e297-4c2e-a0fb-b8ee4ae4824e\", \"145a0410-8178-4af1-8cd3-eaf5913fac5a\"], \"total_duration\": 2756.0, \"total_sessions\": 8, \"mean_week_duration\": 17.443}}, {\"75071\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-12-25 21:53:46.000000+00:00\", \"2022-03-09 04:17:14.000000+00:00\"], \"session_ids\": [\"6fdff5a7-e15d-47df-a85c-879f39d2256f\", \"6038ff89-251d-4329-bf03-9be4a2438a15\"], \"total_duration\": 212.0, \"total_sessions\": 2, \"mean_week_duration\": 19.273}}]\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[{\"66505\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-05-06 16:09:21.000000+00:00\", \"2020-03-09 07:13:06.000000+00:00\"], \"session_ids\": [\"c9c1cacc-9b99-4627-8bab-1aa9625f1586\", \"12bd6d81-229f-4395-a004-94128d939259\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.46}}, {\"95387\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-07-21 13:51:08.000000+00:00\", \"2022-10-10 12:48:02.000000+00:00\"], \"session_ids\": [\"2cb53141-586a-415a-a975-0caa6c54cf06\", \"e4962af5-7778-433a-94f4-f64abb73a38e\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.562}}, {\"1723\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-05-24 13:25:16.000000+00:00\", \"2022-01-26 16:00:51.000000+00:00\"], \"session_ids\": [\"5ace7463-3a62-4a8d-81e1-0320224d59c6\", \"0c25b82c-5cc9-437c-b6eb-63ddba16d675\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 0.693}}, {\"93628\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2023-05-29 09:53:07.000000+00:00\", \"2019-05-14 23:44:03.000000+00:00\"], \"session_ids\": [\"db1ad52e-fd0c-489f-8995-97f090c0652a\", \"ff45056b-517b-4418-b609-a6eb227d5fa9\"], \"total_duration\": 444.0, \"total_sessions\": 2, \"mean_week_duration\": 2.104}}]\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[{\"66505\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-05-06 16:09:21.000000+00:00\", \"2020-03-09 07:13:06.000000+00:00\"], \"session_ids\": [\"c9c1cacc-9b99-4627-8bab-1aa9625f1586\", \"12bd6d81-229f-4395-a004-94128d939259\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.46}}, {\"95387\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-07-21 13:51:08.000000+00:00\", \"2022-10-10 12:48:02.000000+00:00\"], \"session_ids\": [\"2cb53141-586a-415a-a975-0caa6c54cf06\", \"e4962af5-7778-433a-94f4-f64abb73a38e\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.562}}, {\"1723\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-05-24 13:25:16.000000+00:00\", \"2022-01-26 16:00:51.000000+00:00\"], \"session_ids\": [\"5ace7463-3a62-4a8d-81e1-0320224d59c6\", \"0c25b82c-5cc9-437c-b6eb-63ddba16d675\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 0.693}}, {\"93628\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2023-05-29 09:53:07.000000+00:00\", \"2019-05-14 23:44:03.000000+00:00\"], \"session_ids\": [\"db1ad52e-fd0c-489f-8995-97f090c0652a\", \"ff45056b-517b-4418-b609-a6eb227d5fa9\"], \"total_duration\": 444.0, \"total_sessions\": 2, \"mean_week_duration\": 2.104}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you enlighten me about 3 users whose duration summation of sessions per week is bigger than 25 (not including) and smaller than 40 and in addition carry out sorting by overall total duration in descending."
}
] |
[
{
"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{\"34995\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-06-15 13:10:58.000000+00:00\", \"2021-05-25 12:03:47.000000+00:00\", \"2022-05-19 00:33:47.000000+00:00\"], \"session_ids\": [\"a9597a95-2fc4-47ba-9bfa-241aa8732347\", \"5a6a5b36-7ba1-490c-b28e-62fea1bcaf79\", \"01b8b1c5-c1fb-4017-bbcb-c98a7172ca14\"], \"total_duration\": 318.0, \"total_sessions\": 3, \"mean_week_duration\": 3.149}, \"10432\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-01-30 05:54:47.000000+00:00\", \"2019-10-04 15:36:59.000000+00:00\", \"2023-01-01 17:11:26.000000+00:00\", \"2020-12-04 10:39:54.000000+00:00\"], \"session_ids\": [\"aa9eec3e-6e16-4af9-b327-99ae0574546f\", \"45d2bb8b-b9d5-43b7-ac71-e8e1f3f37445\", \"0460dd4d-1c86-4e6f-8fa7-6cbed7d67451\", \"24aeddc3-fb12-4433-8b4f-56a2ba4065ec\"], \"total_duration\": 338.0, \"total_sessions\": 4, \"mean_week_duration\": 1.988}, \"10972\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-01-05 23:58:32.000000+00:00\", \"2022-10-10 04:03:32.000000+00:00\", \"2023-06-22 05:29:47.000000+00:00\", \"2019-05-10 02:30:33.000000+00:00\"], \"session_ids\": [\"c26c622d-5e9e-48e3-adf5-776fa767bbbb\", \"d887668e-e19b-45da-842f-7f1b0c22bb6d\", \"9a488652-83b5-4f2f-b553-b1ee2de9a149\", \"a0580f6b-e84d-4a88-ae8b-e8f5709174a5\"], \"total_duration\": 56.0, \"total_sessions\": 4, \"mean_week_duration\": 0.26}, \"26241\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-22 11:30:20.000000+00:00\", \"2021-06-21 21:24:22.000000+00:00\", \"2019-04-05 21:56:19.000000+00:00\"], \"session_ids\": [\"86e05eee-ebe2-46e1-b570-258b978f6f23\", \"15e8ba5a-63c9-4e0a-8a37-dd669b590ef2\", \"330c4e50-12ed-4bad-8bc4-fd5a71ea09be\"], \"total_duration\": 857.0, \"total_sessions\": 3, \"mean_week_duration\": 7.388}, \"24654\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-03-28 11:16:58.000000+00:00\", \"2020-06-01 16:30:09.000000+00:00\"], \"session_ids\": [\"f54632bd-d668-46cc-8a27-46f72c1dc547\", \"687a8ff9-45dd-4514-b6cd-414ca65c8846\"], \"total_duration\": 389.0, \"total_sessions\": 2, \"mean_week_duration\": 6.274}, \"63572\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-12-15 19:21:42.000000+00:00\", \"2020-07-11 22:05:36.000000+00:00\", \"2022-10-29 17:16:14.000000+00:00\"], \"session_ids\": [\"abb62005-4352-4da6-af23-61ca167da3d6\", \"6b7fc23c-a4db-427f-8f0a-a69acb62746e\", \"5ea9daaa-b834-401e-80f8-5cfc1934d18d\"], \"total_duration\": 832.0, \"total_sessions\": 3, \"mean_week_duration\": 6.933}, \"39149\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-10-10 03:01:41.000000+00:00\", \"2023-04-26 21:15:12.000000+00:00\", \"2023-01-19 04:19:45.000000+00:00\", \"2019-03-25 11:28:52.000000+00:00\", \"2022-07-29 15:56:22.000000+00:00\", \"2022-07-16 04:29:18.000000+00:00\", \"2021-08-18 13:24:13.000000+00:00\", \"2019-12-23 05:24:04.000000+00:00\"], \"session_ids\": [\"6b22d601-8bfe-401e-ba85-1b9449584066\", \"0dab41ab-0269-425f-85e0-e4356b7cd321\", \"06414eaf-e43c-4fa8-9e5d-6f4c2aebb845\", \"30a02979-4bac-40a0-8d0f-c8053d4fdd1a\", \"8b33feaa-dd0e-4dba-bb1e-c17508154ce7\", \"32c4bcaa-93d7-40f7-9045-388c4a7b4f92\", \"22fce3b1-414b-4a3c-a1a1-9cedd9f2f427\", \"9dc14658-17d2-4fbc-9ce9-54c6acff5db7\"], \"total_duration\": 231.0, \"total_sessions\": 8, \"mean_week_duration\": 1.079}, \"74111\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-05-17 05:19:56.000000+00:00\", \"2021-11-26 10:03:43.000000+00:00\"], \"session_ids\": [\"e8cdbf72-f8df-4489-8fca-7a2e8ac71a4d\", \"df1df9c8-58d5-4d51-9637-172e2781b826\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.545}, \"16921\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-09-07 06:48:43.000000+00:00\", \"2019-06-26 16:42:42.000000+00:00\"], \"session_ids\": [\"865fa728-636e-4c7b-b78c-d1e1992c64ec\", \"43a35db7-634b-4f2a-9dcc-c66653f3157f\"], \"total_duration\": 399.0, \"total_sessions\": 2, \"mean_week_duration\": 2.389}, \"45005\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-03-03 00:32:27.000000+00:00\", \"2021-07-14 17:03:48.000000+00:00\", \"2022-04-02 16:23:10.000000+00:00\"], \"session_ids\": [\"c2576662-f396-4866-b283-9fc81be007d4\", \"9744fbe9-f5af-48d3-8bb6-3a227db437fe\", \"072074ca-1190-4341-aeed-6647aff78ce8\"], \"total_duration\": 172.0, \"total_sessions\": 3, \"mean_week_duration\": 2.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are greater than 25 and are equal or less than 40"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[25, 40]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you tell me about 7 users whose mean of duration of sessions per week is strictly greater than 11 and less than 38 also sort by city name in ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"80060\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-04-30 14:55:08.000000+00:00\", \"2022-06-04 02:12:37.000000+00:00\", \"2020-05-10 23:38:06.000000+00:00\", \"2022-03-31 15:29:25.000000+00:00\", \"2022-05-21 15:09:54.000000+00:00\"], \"session_ids\": [\"603bd8aa-a0bf-4afe-a80b-86a7814136a5\", \"6a3845ad-2262-4f89-b576-9925f859dd81\", \"fe789c14-e483-40e9-b01e-877b72c2ede5\", \"e1ac1445-8680-4813-9cc6-8a06c783ff28\", \"91335e75-c655-4c5e-8574-f2d8b6989408\"], \"total_duration\": 2702.0, \"total_sessions\": 5, \"mean_week_duration\": 16.679}, \"59885\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-29 14:37:21.000000+00:00\", \"2020-03-30 21:12:45.000000+00:00\"], \"session_ids\": [\"3580ac9a-9db4-4cae-83d1-3edd8e6d5079\", \"8154eaeb-b01c-4539-b48d-0d55536f9a3f\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 1.867}, \"92694\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-11-14 03:34:40.000000+00:00\", \"2019-02-28 14:11:42.000000+00:00\", \"2023-06-18 08:14:35.000000+00:00\", \"2022-03-12 10:21:45.000000+00:00\", \"2022-06-23 05:39:56.000000+00:00\", \"2022-09-05 15:28:13.000000+00:00\"], \"session_ids\": [\"25e476c0-c388-4fd0-b457-7eb30979abf6\", \"116b4b9c-83d5-4c1d-baf8-7c7eed6e2d3b\", \"879d47c2-1bd2-463c-afb0-5b04d044813b\", \"c8285e45-cfea-43f4-ae6f-c7973894cd92\", \"8117fcb2-4c98-465c-a8b8-9b1614db05af\", \"d9413d50-1535-46dd-886d-6cf1451ee5e8\"], \"total_duration\": 1600.0, \"total_sessions\": 6, \"mean_week_duration\": 7.111}, \"65797\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-03-01 16:09:25.000000+00:00\", \"2022-08-26 17:48:01.000000+00:00\", \"2022-11-13 12:48:25.000000+00:00\", \"2021-01-22 05:29:51.000000+00:00\", \"2019-10-27 13:36:45.000000+00:00\", \"2020-11-06 09:48:18.000000+00:00\", \"2019-06-15 11:09:40.000000+00:00\"], \"session_ids\": [\"d7f34304-23b8-46ba-9663-c6db31a2ed28\", \"e42ad983-1ea2-4db3-b04a-28d6f5d757db\", \"70a0ea73-bf07-4298-9ccb-fd18846b7964\", \"06db3dc1-5166-4863-9870-8e06dbd1d706\", \"74fb4b7d-a778-49a9-884d-bf690213b55d\", \"2a545e2f-ac64-4502-b4d9-afe4875c7995\", \"6b73eb13-0eeb-4a9a-9ff9-b59af73c4d9d\"], \"total_duration\": 610.0, \"total_sessions\": 7, \"mean_week_duration\": 3.408}, \"50431\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-18 09:04:38.000000+00:00\", \"2021-06-04 11:09:21.000000+00:00\"], \"session_ids\": [\"8868cdee-f5ea-4d67-b93e-ac94ebf68aa4\", \"fcd3a786-2d5a-4137-b5c9-ba30724852d7\"], \"total_duration\": 441.0, \"total_sessions\": 2, \"mean_week_duration\": 15.75}, \"8008\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-04-07 09:16:05.000000+00:00\", \"2019-06-10 12:19:18.000000+00:00\"], \"session_ids\": [\"bba5cb81-0362-483d-b59f-356e5171c705\", \"7d63ce60-4e35-4e67-b54c-831af131e1a5\"], \"total_duration\": 467.0, \"total_sessions\": 2, \"mean_week_duration\": 2.335}, \"12038\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-08-01 00:13:00.000000+00:00\", \"2020-02-17 13:41:11.000000+00:00\", \"2019-12-23 08:00:18.000000+00:00\"], \"session_ids\": [\"4552ebf7-a759-40ec-bcd4-0f51b2a7ba4d\", \"61221303-8e1b-436c-9acc-10ba54ae690e\", \"8c1d3a73-758f-4827-ad88-2fbd6a1794e4\"], \"total_duration\": 755.0, \"total_sessions\": 3, \"mean_week_duration\": 23.594}, \"34945\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-10-22 22:27:20.000000+00:00\", \"2023-02-10 00:17:01.000000+00:00\"], \"session_ids\": [\"c77dec9f-07b2-4893-aa93-2d612c36ba58\", \"dfbcc437-ec17-41f0-8ad0-81c736785a5e\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.433}, \"8567\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-01-04 14:02:28.000000+00:00\", \"2020-12-31 04:24:16.000000+00:00\"], \"session_ids\": [\"0057ecd3-5ebd-4505-a6ad-0db6d7430a1c\", \"37b206d7-7ac8-4d5f-8ac3-61b6bf1750c7\"], \"total_duration\": 124.0, \"total_sessions\": 2, \"mean_week_duration\": 124.0}, \"81344\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-18 02:19:27.000000+00:00\", \"2019-05-31 20:25:54.000000+00:00\", \"2023-03-21 02:10:16.000000+00:00\"], \"session_ids\": [\"332558f4-3f3a-4b90-ad10-ad5cf43ffe7c\", \"d0e08b3d-2fca-4938-a6f5-f0453259e897\", \"7bd9d4e7-d448-45b2-931f-d036c0241da2\"], \"total_duration\": 959.0, \"total_sessions\": 3, \"mean_week_duration\": 4.819}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are greater than 11 and are equal or less than 38"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[11, 38]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"80060\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-04-30 14:55:08.000000+00:00\", \"2022-06-04 02:12:37.000000+00:00\", \"2020-05-10 23:38:06.000000+00:00\", \"2022-03-31 15:29:25.000000+00:00\", \"2022-05-21 15:09:54.000000+00:00\"], \"session_ids\": [\"603bd8aa-a0bf-4afe-a80b-86a7814136a5\", \"6a3845ad-2262-4f89-b576-9925f859dd81\", \"fe789c14-e483-40e9-b01e-877b72c2ede5\", \"e1ac1445-8680-4813-9cc6-8a06c783ff28\", \"91335e75-c655-4c5e-8574-f2d8b6989408\"], \"total_duration\": 2702.0, \"total_sessions\": 5, \"mean_week_duration\": 16.679}, \"50431\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-18 09:04:38.000000+00:00\", \"2021-06-04 11:09:21.000000+00:00\"], \"session_ids\": [\"8868cdee-f5ea-4d67-b93e-ac94ebf68aa4\", \"fcd3a786-2d5a-4137-b5c9-ba30724852d7\"], \"total_duration\": 441.0, \"total_sessions\": 2, \"mean_week_duration\": 15.75}, \"12038\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-08-01 00:13:00.000000+00:00\", \"2020-02-17 13:41:11.000000+00:00\", \"2019-12-23 08:00:18.000000+00:00\"], \"session_ids\": [\"4552ebf7-a759-40ec-bcd4-0f51b2a7ba4d\", \"61221303-8e1b-436c-9acc-10ba54ae690e\", \"8c1d3a73-758f-4827-ad88-2fbd6a1794e4\"], \"total_duration\": 755.0, \"total_sessions\": 3, \"mean_week_duration\": 23.594}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"50431\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-18 09:04:38.000000+00:00\", \"2021-06-04 11:09:21.000000+00:00\"], \"session_ids\": [\"8868cdee-f5ea-4d67-b93e-ac94ebf68aa4\", \"fcd3a786-2d5a-4137-b5c9-ba30724852d7\"], \"total_duration\": 441.0, \"total_sessions\": 2, \"mean_week_duration\": 15.75}}, {\"80060\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-04-30 14:55:08.000000+00:00\", \"2022-06-04 02:12:37.000000+00:00\", \"2020-05-10 23:38:06.000000+00:00\", \"2022-03-31 15:29:25.000000+00:00\", \"2022-05-21 15:09:54.000000+00:00\"], \"session_ids\": [\"603bd8aa-a0bf-4afe-a80b-86a7814136a5\", \"6a3845ad-2262-4f89-b576-9925f859dd81\", \"fe789c14-e483-40e9-b01e-877b72c2ede5\", \"e1ac1445-8680-4813-9cc6-8a06c783ff28\", \"91335e75-c655-4c5e-8574-f2d8b6989408\"], \"total_duration\": 2702.0, \"total_sessions\": 5, \"mean_week_duration\": 16.679}}, {\"12038\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-08-01 00:13:00.000000+00:00\", \"2020-02-17 13:41:11.000000+00:00\", \"2019-12-23 08:00:18.000000+00:00\"], \"session_ids\": [\"4552ebf7-a759-40ec-bcd4-0f51b2a7ba4d\", \"61221303-8e1b-436c-9acc-10ba54ae690e\", \"8c1d3a73-758f-4827-ad88-2fbd6a1794e4\"], \"total_duration\": 755.0, \"total_sessions\": 3, \"mean_week_duration\": 23.594}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 7 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"50431\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-18 09:04:38.000000+00:00\", \"2021-06-04 11:09:21.000000+00:00\"], \"session_ids\": [\"8868cdee-f5ea-4d67-b93e-ac94ebf68aa4\", \"fcd3a786-2d5a-4137-b5c9-ba30724852d7\"], \"total_duration\": 441.0, \"total_sessions\": 2, \"mean_week_duration\": 15.75}}, {\"80060\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-04-30 14:55:08.000000+00:00\", \"2022-06-04 02:12:37.000000+00:00\", \"2020-05-10 23:38:06.000000+00:00\", \"2022-03-31 15:29:25.000000+00:00\", \"2022-05-21 15:09:54.000000+00:00\"], \"session_ids\": [\"603bd8aa-a0bf-4afe-a80b-86a7814136a5\", \"6a3845ad-2262-4f89-b576-9925f859dd81\", \"fe789c14-e483-40e9-b01e-877b72c2ede5\", \"e1ac1445-8680-4813-9cc6-8a06c783ff28\", \"91335e75-c655-4c5e-8574-f2d8b6989408\"], \"total_duration\": 2702.0, \"total_sessions\": 5, \"mean_week_duration\": 16.679}}, {\"12038\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-08-01 00:13:00.000000+00:00\", \"2020-02-17 13:41:11.000000+00:00\", \"2019-12-23 08:00:18.000000+00:00\"], \"session_ids\": [\"4552ebf7-a759-40ec-bcd4-0f51b2a7ba4d\", \"61221303-8e1b-436c-9acc-10ba54ae690e\", \"8c1d3a73-758f-4827-ad88-2fbd6a1794e4\"], \"total_duration\": 755.0, \"total_sessions\": 3, \"mean_week_duration\": 23.594}}]\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[{\"50431\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-18 09:04:38.000000+00:00\", \"2021-06-04 11:09:21.000000+00:00\"], \"session_ids\": [\"8868cdee-f5ea-4d67-b93e-ac94ebf68aa4\", \"fcd3a786-2d5a-4137-b5c9-ba30724852d7\"], \"total_duration\": 441.0, \"total_sessions\": 2, \"mean_week_duration\": 15.75}}, {\"80060\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-04-30 14:55:08.000000+00:00\", \"2022-06-04 02:12:37.000000+00:00\", \"2020-05-10 23:38:06.000000+00:00\", \"2022-03-31 15:29:25.000000+00:00\", \"2022-05-21 15:09:54.000000+00:00\"], \"session_ids\": [\"603bd8aa-a0bf-4afe-a80b-86a7814136a5\", \"6a3845ad-2262-4f89-b576-9925f859dd81\", \"fe789c14-e483-40e9-b01e-877b72c2ede5\", \"e1ac1445-8680-4813-9cc6-8a06c783ff28\", \"91335e75-c655-4c5e-8574-f2d8b6989408\"], \"total_duration\": 2702.0, \"total_sessions\": 5, \"mean_week_duration\": 16.679}}, {\"12038\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-08-01 00:13:00.000000+00:00\", \"2020-02-17 13:41:11.000000+00:00\", \"2019-12-23 08:00:18.000000+00:00\"], \"session_ids\": [\"4552ebf7-a759-40ec-bcd4-0f51b2a7ba4d\", \"61221303-8e1b-436c-9acc-10ba54ae690e\", \"8c1d3a73-758f-4827-ad88-2fbd6a1794e4\"], \"total_duration\": 755.0, \"total_sessions\": 3, \"mean_week_duration\": 23.594}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the users who have the lowest total duration amount additionaly carry out sorting by city name in desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"93353\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 9, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-03-01 17:07:50.000000+00:00\", \"2022-10-28 16:44:41.000000+00:00\", \"2023-03-15 15:37:44.000000+00:00\"], \"session_ids\": [\"b74f87e9-993d-401e-9b19-4c4bac242f50\", \"fef3f639-3c69-49f3-a068-8664e646a2b3\", \"7a4026f1-0ece-4928-b4e8-000c897f69b8\"], \"total_duration\": 159.0, \"total_sessions\": 3, \"mean_week_duration\": 0.754}, \"32531\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-02-24 12:44:05.000000+00:00\", \"2019-06-25 06:58:09.000000+00:00\"], \"session_ids\": [\"257039d8-a201-4c9a-affe-5ca9200e09a0\", \"7f9ac1c5-e1ea-4fa9-9073-d99b2190fb85\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.302}, \"41654\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-12-17 10:21:01.000000+00:00\", \"2020-06-26 21:09:36.000000+00:00\", \"2020-09-19 09:17:57.000000+00:00\", \"2021-12-31 02:29:25.000000+00:00\"], \"session_ids\": [\"4c09de05-b0f1-4f84-90aa-a6322957c839\", \"414e9e04-406d-4fa3-8c89-9bdeab1a65c4\", \"9f78e851-49fd-448f-ac98-83c25f9f762a\", \"9880edcb-4052-4be4-81dd-6639558be71d\"], \"total_duration\": 1292.0, \"total_sessions\": 4, \"mean_week_duration\": 16.354}, \"20208\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-02-05 22:51:55.000000+00:00\", \"2020-09-08 13:36:53.000000+00:00\", \"2022-02-16 09:34:55.000000+00:00\", \"2022-05-25 02:41:50.000000+00:00\", \"2021-11-08 14:36:28.000000+00:00\", \"2019-09-21 20:57:08.000000+00:00\", \"2021-10-16 20:43:00.000000+00:00\", \"2022-05-26 19:58:03.000000+00:00\"], \"session_ids\": [\"4a02b530-8f1c-4aa2-9fa3-9392ee1011ce\", \"a94a506b-f0d0-44b5-aef8-f64cf54cc375\", \"2abe6d51-884e-4c1e-9203-c8f35a6f24c9\", \"52e9fb5e-46e7-4483-bbf6-d0b6799efd92\", \"e3cae9a9-990f-4a30-9c84-bf64720688db\", \"da9141e1-7062-483f-bacd-5f5fd186c0e3\", \"c20928af-7e00-48ff-ac9e-1eceaeab65eb\", \"5a88048e-3323-4269-9db1-c5e2aa1caba2\"], \"total_duration\": 2553.0, \"total_sessions\": 8, \"mean_week_duration\": 18.236}, \"59391\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-10-09 18:32:30.000000+00:00\", \"2020-01-02 23:54:14.000000+00:00\", \"2021-06-25 19:44:21.000000+00:00\", \"2021-06-21 09:33:57.000000+00:00\", \"2022-05-13 03:17:57.000000+00:00\"], \"session_ids\": [\"4a1a3a5d-6c96-4990-aa08-b855fb7e3af7\", \"57ea396f-15ed-48a3-8634-b8cc158cb931\", \"b640cb11-d7e6-4dff-a6b5-dac4ca746760\", \"7a28b156-b731-45a4-b237-6a2c03cccc58\", \"0c1648d7-7853-4752-a972-56d2f16b3aab\"], \"total_duration\": 1901.0, \"total_sessions\": 5, \"mean_week_duration\": 15.455}, \"60798\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-09-11 06:06:18.000000+00:00\", \"2023-04-28 23:23:37.000000+00:00\", \"2019-01-21 11:23:45.000000+00:00\", \"2019-03-11 00:54:05.000000+00:00\"], \"session_ids\": [\"5e30563c-9627-42e5-ac00-755278b0d73e\", \"6a061bd6-4e2c-4fc6-a072-59eb1b39806b\", \"06ebcf36-e1b6-4ad5-add8-feef9c08056d\", \"84f70df4-51f6-4280-acc3-e1b424e9c043\"], \"total_duration\": 145.0, \"total_sessions\": 4, \"mean_week_duration\": 0.65}, \"14023\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-10-26 21:11:08.000000+00:00\", \"2023-06-01 12:46:28.000000+00:00\", \"2021-11-28 10:35:47.000000+00:00\", \"2020-09-21 07:13:28.000000+00:00\", \"2021-03-02 23:50:26.000000+00:00\", \"2022-03-13 14:00:30.000000+00:00\", \"2020-03-28 01:59:45.000000+00:00\", \"2022-04-04 22:07:35.000000+00:00\", \"2019-12-30 01:32:17.000000+00:00\"], \"session_ids\": [\"b4fb47a7-2031-4465-ba7a-c4bac0512f88\", \"3b9d7d99-b758-451f-b7cd-eeaeb0d46a0e\", \"a2265ead-9d8f-4ae5-b759-950125c4fd4c\", \"26cf4a53-502b-482d-8e53-6d864e17b0e8\", \"0056639f-4725-4038-981e-a1654a04c8fa\", \"3e2d5c3b-95dc-4a7c-b12a-5f789353d466\", \"edd7b17b-a221-4fc3-8a7f-830862ad1e0f\", \"86171d2f-faaf-4214-9211-0a97ff67d440\", \"d64a57a3-0fd0-4c34-a032-0a9cd41af547\"], \"total_duration\": 876.0, \"total_sessions\": 9, \"mean_week_duration\": 4.66}, \"52994\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-06-17 13:35:35.000000+00:00\", \"2021-05-25 14:56:19.000000+00:00\", \"2019-04-30 21:07:23.000000+00:00\"], \"session_ids\": [\"d3a38d15-7c65-4df5-8360-8c11996d9f3c\", \"fa52fbdb-5a81-415e-802a-3442ba7eb7ea\", \"13571275-b15f-4594-98aa-59e0f47c1b0d\"], \"total_duration\": 252.0, \"total_sessions\": 3, \"mean_week_duration\": 1.537}, \"20708\": {\"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}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-12-10 09:10:12.000000+00:00\", \"2022-07-25 08:45:41.000000+00:00\"], \"session_ids\": [\"30b7f9a9-66c1-4c40-928f-d48a2cae82cc\", \"140b8c1f-7c3e-4b59-9866-77944d09fff4\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.565}, \"4478\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-04-12 06:58:06.000000+00:00\", \"2023-02-17 16:09:03.000000+00:00\"], \"session_ids\": [\"4419f0de-d80f-41ad-81dd-dbd5462ae755\", \"3ef28bb3-fda8-4d6b-8a6e-16dd0e0741bb\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 2.378}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the lowest total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": false, \"quant_to_remain\": -1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"32531\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-02-24 12:44:05.000000+00:00\", \"2019-06-25 06:58:09.000000+00:00\"], \"session_ids\": [\"257039d8-a201-4c9a-affe-5ca9200e09a0\", \"7f9ac1c5-e1ea-4fa9-9073-d99b2190fb85\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.302}}, {\"4478\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-04-12 06:58:06.000000+00:00\", \"2023-02-17 16:09:03.000000+00:00\"], \"session_ids\": [\"4419f0de-d80f-41ad-81dd-dbd5462ae755\", \"3ef28bb3-fda8-4d6b-8a6e-16dd0e0741bb\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 2.378}}, {\"20708\": {\"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}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-12-10 09:10:12.000000+00:00\", \"2022-07-25 08:45:41.000000+00:00\"], \"session_ids\": [\"30b7f9a9-66c1-4c40-928f-d48a2cae82cc\", \"140b8c1f-7c3e-4b59-9866-77944d09fff4\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.565}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"4478\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-04-12 06:58:06.000000+00:00\", \"2023-02-17 16:09:03.000000+00:00\"], \"session_ids\": [\"4419f0de-d80f-41ad-81dd-dbd5462ae755\", \"3ef28bb3-fda8-4d6b-8a6e-16dd0e0741bb\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 2.378}}, {\"32531\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-02-24 12:44:05.000000+00:00\", \"2019-06-25 06:58:09.000000+00:00\"], \"session_ids\": [\"257039d8-a201-4c9a-affe-5ca9200e09a0\", \"7f9ac1c5-e1ea-4fa9-9073-d99b2190fb85\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.302}}, {\"20708\": {\"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}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-12-10 09:10:12.000000+00:00\", \"2022-07-25 08:45:41.000000+00:00\"], \"session_ids\": [\"30b7f9a9-66c1-4c40-928f-d48a2cae82cc\", \"140b8c1f-7c3e-4b59-9866-77944d09fff4\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.565}}]\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[{\"4478\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-04-12 06:58:06.000000+00:00\", \"2023-02-17 16:09:03.000000+00:00\"], \"session_ids\": [\"4419f0de-d80f-41ad-81dd-dbd5462ae755\", \"3ef28bb3-fda8-4d6b-8a6e-16dd0e0741bb\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 2.378}}, {\"32531\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-02-24 12:44:05.000000+00:00\", \"2019-06-25 06:58:09.000000+00:00\"], \"session_ids\": [\"257039d8-a201-4c9a-affe-5ca9200e09a0\", \"7f9ac1c5-e1ea-4fa9-9073-d99b2190fb85\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.302}}, {\"20708\": {\"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}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-12-10 09:10:12.000000+00:00\", \"2022-07-25 08:45:41.000000+00:00\"], \"session_ids\": [\"30b7f9a9-66c1-4c40-928f-d48a2cae82cc\", \"140b8c1f-7c3e-4b59-9866-77944d09fff4\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.565}}]\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 users whose total amount of duration exceeds 463 while staying below 2685, exclusively 2685 , and implement sorting by total amount of duration 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{\"40356\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-03-06 02:08:40.000000+00:00\", \"2021-12-01 00:32:15.000000+00:00\"], \"session_ids\": [\"38116bf6-5664-4e63-b23b-7172dd708bdb\", \"005a3b28-f750-4c1c-ac2e-bf5f8f8bdb8f\"], \"total_duration\": 291.0, \"total_sessions\": 2, \"mean_week_duration\": 20.786}, \"31556\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-04-02 13:34:03.000000+00:00\", \"2023-04-21 01:01:09.000000+00:00\"], \"session_ids\": [\"ded5b383-7532-46cc-bbbb-203888425e7b\", \"b6077a4e-5153-4f50-82da-fbce89977cce\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 0.25}, \"19991\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2023-06-22 18:23:15.000000+00:00\", \"2022-03-18 09:31:10.000000+00:00\"], \"session_ids\": [\"bd11b251-9827-4bae-aa44-3a4b46913147\", \"55ef877d-993d-43cf-b021-18d6f09fd0e2\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.5}, \"30981\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-01-10 18:48:26.000000+00:00\", \"2020-03-19 12:51:41.000000+00:00\", \"2021-09-29 18:01:13.000000+00:00\"], \"session_ids\": [\"6b65239c-fb7b-4131-8fe9-3c7d7c00ff3c\", \"8167f737-0cc5-476b-8868-0157fe31d6be\", \"8d6255d5-13cb-425a-9625-b86c3174486d\"], \"total_duration\": 120.0, \"total_sessions\": 3, \"mean_week_duration\": 0.816}, \"67053\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-10-25 23:40:10.000000+00:00\", \"2020-08-19 07:59:11.000000+00:00\", \"2022-12-25 16:31:28.000000+00:00\"], \"session_ids\": [\"68f4e3a1-d06b-4b0c-82be-2f1618e588c4\", \"b20a6575-b3c1-40b9-a43b-16cf7a51e9c5\", \"fa8b54d7-9c93-426c-a395-6767ad911ca2\"], \"total_duration\": 272.0, \"total_sessions\": 3, \"mean_week_duration\": 2.211}, \"45000\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2021-11-13 14:59:55.000000+00:00\", \"2021-11-26 05:58:46.000000+00:00\"], \"session_ids\": [\"548d2629-7e27-414f-8576-62c02853b002\", \"27d5bfea-74e3-4da3-bed1-caf96c225652\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 15.5}, \"84076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-09-20 13:58:46.000000+00:00\", \"2022-03-03 04:31:57.000000+00:00\", \"2021-09-22 20:06:33.000000+00:00\", \"2021-05-05 10:59:21.000000+00:00\"], \"session_ids\": [\"54bbc593-56c2-4030-b1b9-d96865a033e1\", \"9baaed59-f984-48cb-a14b-5775b6086a4c\", \"e2ccd0b6-b0e6-4d90-9a21-d836a0caf040\", \"6875df38-f1c4-4e71-a375-78c9c2cf43c9\"], \"total_duration\": 619.0, \"total_sessions\": 4, \"mean_week_duration\": 14.395}, \"52583\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2021-03-14 14:19:01.000000+00:00\", \"2023-04-02 10:30:41.000000+00:00\", \"2021-11-09 21:36:20.000000+00:00\"], \"session_ids\": [\"1c963a23-5c5a-49c3-a937-199fbd23f4b1\", \"b174efdf-41ce-4e0f-87cf-15d6c71675f0\", \"59c6ff24-baad-453a-b56c-200b88a0eb42\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 0.738}, \"92249\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-05-27 03:33:45.000000+00:00\", \"2020-12-04 20:30:02.000000+00:00\"], \"session_ids\": [\"ad9687c0-f571-45ee-8fec-cb975de6e1a5\", \"c8c70244-e573-4ad1-971b-ed327989a9d6\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 1.2}, \"88640\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-29 13:32:18.000000+00:00\", \"2023-01-26 19:20:23.000000+00:00\"], \"session_ids\": [\"7188bdf3-44e5-41d2-a7c1-5bb8bba4c80b\", \"2856acab-b7c0-4ead-a4ba-c35155765d83\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 1.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or greater than 463 and are less than 2685"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_duration\": [[463, 2685]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"84076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-09-20 13:58:46.000000+00:00\", \"2022-03-03 04:31:57.000000+00:00\", \"2021-09-22 20:06:33.000000+00:00\", \"2021-05-05 10:59:21.000000+00:00\"], \"session_ids\": [\"54bbc593-56c2-4030-b1b9-d96865a033e1\", \"9baaed59-f984-48cb-a14b-5775b6086a4c\", \"e2ccd0b6-b0e6-4d90-9a21-d836a0caf040\", \"6875df38-f1c4-4e71-a375-78c9c2cf43c9\"], \"total_duration\": 619.0, \"total_sessions\": 4, \"mean_week_duration\": 14.395}}\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[{\"84076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-09-20 13:58:46.000000+00:00\", \"2022-03-03 04:31:57.000000+00:00\", \"2021-09-22 20:06:33.000000+00:00\", \"2021-05-05 10:59:21.000000+00:00\"], \"session_ids\": [\"54bbc593-56c2-4030-b1b9-d96865a033e1\", \"9baaed59-f984-48cb-a14b-5775b6086a4c\", \"e2ccd0b6-b0e6-4d90-9a21-d836a0caf040\", \"6875df38-f1c4-4e71-a375-78c9c2cf43c9\"], \"total_duration\": 619.0, \"total_sessions\": 4, \"mean_week_duration\": 14.395}}]\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[{\"84076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-09-20 13:58:46.000000+00:00\", \"2022-03-03 04:31:57.000000+00:00\", \"2021-09-22 20:06:33.000000+00:00\", \"2021-05-05 10:59:21.000000+00:00\"], \"session_ids\": [\"54bbc593-56c2-4030-b1b9-d96865a033e1\", \"9baaed59-f984-48cb-a14b-5775b6086a4c\", \"e2ccd0b6-b0e6-4d90-9a21-d836a0caf040\", \"6875df38-f1c4-4e71-a375-78c9c2cf43c9\"], \"total_duration\": 619.0, \"total_sessions\": 4, \"mean_week_duration\": 14.395}}]\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 5 users whose duration summation is greater than 4855 and less than 1147 (both not including) as well as sort by city_name 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{\"27134\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-15 02:24:16.000000+00:00\", \"2022-11-05 01:10:03.000000+00:00\"], \"session_ids\": [\"b61ca32c-815c-49d7-a867-904b265c9912\", \"aa48108c-56b9-4171-8b4f-e1aa2d3d957b\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.571}, \"71502\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-10-25 08:25:52.000000+00:00\", \"2020-11-15 18:18:19.000000+00:00\", \"2023-01-14 04:23:01.000000+00:00\"], \"session_ids\": [\"734d221f-da96-4dc8-8743-9cbd49ce3924\", \"b11ed86b-c42b-422c-af41-d3eacbb543f4\", \"df19fa67-3046-40e2-bae2-57c07b54e398\"], \"total_duration\": 87.0, \"total_sessions\": 3, \"mean_week_duration\": 0.75}, \"9616\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-08-09 10:56:58.000000+00:00\", \"2022-01-24 08:04:32.000000+00:00\", \"2020-07-30 23:01:23.000000+00:00\", \"2023-05-05 13:37:04.000000+00:00\"], \"session_ids\": [\"1c7dcb49-b033-449d-b6c1-71670610746f\", \"9c62ad5a-6bfe-4aac-8da6-11d747f9510b\", \"6e4c5e41-a3cd-4429-889d-5d1ac9287f9e\", \"427df156-7a95-400b-9ed2-d0923943d007\"], \"total_duration\": 829.0, \"total_sessions\": 4, \"mean_week_duration\": 5.757}, \"37794\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2019-10-01 15:22:13.000000+00:00\", \"2021-02-03 05:38:59.000000+00:00\"], \"session_ids\": [\"5b08de77-79b9-4c55-9251-f2603d90129a\", \"e3e9e6af-fd9d-40e2-966a-b9c244c28b12\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.557}, \"66571\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-01-18 06:11:22.000000+00:00\", \"2022-05-25 04:47:16.000000+00:00\", \"2021-04-30 06:43:34.000000+00:00\"], \"session_ids\": [\"616e30e2-857a-487f-b73e-63583c167e83\", \"a6ec95f5-8440-4dc7-86f9-ad3ad9ba5f8f\", \"8503a981-92ab-41bf-8714-af944368bc75\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.143}, \"47306\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-02-08 05:05:08.000000+00:00\", \"2021-11-03 06:03:29.000000+00:00\", \"2019-12-15 16:22:33.000000+00:00\", \"2021-05-29 10:04:53.000000+00:00\", \"2020-04-16 19:50:59.000000+00:00\", \"2019-05-28 12:19:32.000000+00:00\", \"2023-05-15 17:09:58.000000+00:00\", \"2020-05-11 10:40:59.000000+00:00\", \"2020-05-15 03:53:09.000000+00:00\", \"2019-03-21 20:59:47.000000+00:00\", \"2020-09-27 08:33:03.000000+00:00\"], \"session_ids\": [\"a41b995e-d596-48d8-9d75-791d9afb49ca\", \"5adc80de-cb31-4236-ad29-25806388f8ea\", \"c37b12da-6d3d-4bee-a0bc-9a73bec31b1e\", \"1de43176-6ac9-42aa-9ecb-941603ceaf25\", \"c238fb1e-d436-463b-92a6-d39dc6cdb16c\", \"74deafe1-6859-4d26-9b22-d1f3b2e8bafe\", \"0a1e9ed6-b33d-46de-b3f1-ab3da2e52a38\", \"9feb05cd-658c-47ef-b040-0df3af10ba7f\", \"977e1228-ac65-457e-949b-42dc9773eb3a\", \"e92806d6-8fcb-42cf-9358-3b2076c56312\", \"855e3d4e-9a58-4fd0-97a2-d576bfa8269c\"], \"total_duration\": 3587.0, \"total_sessions\": 11, \"mean_week_duration\": 16.53}, \"86717\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-18 14:51:39.000000+00:00\", \"2019-11-09 06:35:54.000000+00:00\"], \"session_ids\": [\"c495142a-04d8-428d-8397-932afea7c624\", \"0472d137-83a7-44ae-a8dd-de03785d33fe\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 2.197}, \"12302\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-08-29 00:38:32.000000+00:00\", \"2020-12-30 05:46:05.000000+00:00\"], \"session_ids\": [\"033b10d1-509e-4184-8acb-8152d11a1433\", \"8db5d0f4-d913-401d-9a90-46261bd6a169\"], \"total_duration\": 203.0, \"total_sessions\": 2, \"mean_week_duration\": 2.9}, \"26227\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-05-23 18:04:20.000000+00:00\", \"2023-03-02 05:04:07.000000+00:00\"], \"session_ids\": [\"79b90199-fc2e-463d-acbd-858d6c84dc71\", \"473990ad-983d-4790-bc1b-cd10b65831b3\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.43}, \"89166\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-02-04 19:57:27.000000+00:00\", \"2019-10-02 00:07:52.000000+00:00\", \"2020-08-12 00:42:18.000000+00:00\"], \"session_ids\": [\"03975757-b112-4b83-81f4-1be0e2d80cf5\", \"d2fcdcf5-e8bc-42ec-ae4b-1eaffa798389\", \"c2c65c2f-e296-4fb2-ae56-b609f7903c11\"], \"total_duration\": 767.0, \"total_sessions\": 3, \"mean_week_duration\": 10.803}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are less than 1147 and are greater than 4855"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"total_duration\": [[1147, 4855]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"27134\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-15 02:24:16.000000+00:00\", \"2022-11-05 01:10:03.000000+00:00\"], \"session_ids\": [\"b61ca32c-815c-49d7-a867-904b265c9912\", \"aa48108c-56b9-4171-8b4f-e1aa2d3d957b\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.571}, \"71502\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-10-25 08:25:52.000000+00:00\", \"2020-11-15 18:18:19.000000+00:00\", \"2023-01-14 04:23:01.000000+00:00\"], \"session_ids\": [\"734d221f-da96-4dc8-8743-9cbd49ce3924\", \"b11ed86b-c42b-422c-af41-d3eacbb543f4\", \"df19fa67-3046-40e2-bae2-57c07b54e398\"], \"total_duration\": 87.0, \"total_sessions\": 3, \"mean_week_duration\": 0.75}, \"9616\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-08-09 10:56:58.000000+00:00\", \"2022-01-24 08:04:32.000000+00:00\", \"2020-07-30 23:01:23.000000+00:00\", \"2023-05-05 13:37:04.000000+00:00\"], \"session_ids\": [\"1c7dcb49-b033-449d-b6c1-71670610746f\", \"9c62ad5a-6bfe-4aac-8da6-11d747f9510b\", \"6e4c5e41-a3cd-4429-889d-5d1ac9287f9e\", \"427df156-7a95-400b-9ed2-d0923943d007\"], \"total_duration\": 829.0, \"total_sessions\": 4, \"mean_week_duration\": 5.757}, \"37794\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2019-10-01 15:22:13.000000+00:00\", \"2021-02-03 05:38:59.000000+00:00\"], \"session_ids\": [\"5b08de77-79b9-4c55-9251-f2603d90129a\", \"e3e9e6af-fd9d-40e2-966a-b9c244c28b12\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.557}, \"66571\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-01-18 06:11:22.000000+00:00\", \"2022-05-25 04:47:16.000000+00:00\", \"2021-04-30 06:43:34.000000+00:00\"], \"session_ids\": [\"616e30e2-857a-487f-b73e-63583c167e83\", \"a6ec95f5-8440-4dc7-86f9-ad3ad9ba5f8f\", \"8503a981-92ab-41bf-8714-af944368bc75\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.143}, \"86717\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-18 14:51:39.000000+00:00\", \"2019-11-09 06:35:54.000000+00:00\"], \"session_ids\": [\"c495142a-04d8-428d-8397-932afea7c624\", \"0472d137-83a7-44ae-a8dd-de03785d33fe\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 2.197}, \"12302\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-08-29 00:38:32.000000+00:00\", \"2020-12-30 05:46:05.000000+00:00\"], \"session_ids\": [\"033b10d1-509e-4184-8acb-8152d11a1433\", \"8db5d0f4-d913-401d-9a90-46261bd6a169\"], \"total_duration\": 203.0, \"total_sessions\": 2, \"mean_week_duration\": 2.9}, \"26227\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-05-23 18:04:20.000000+00:00\", \"2023-03-02 05:04:07.000000+00:00\"], \"session_ids\": [\"79b90199-fc2e-463d-acbd-858d6c84dc71\", \"473990ad-983d-4790-bc1b-cd10b65831b3\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.43}, \"89166\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-02-04 19:57:27.000000+00:00\", \"2019-10-02 00:07:52.000000+00:00\", \"2020-08-12 00:42:18.000000+00:00\"], \"session_ids\": [\"03975757-b112-4b83-81f4-1be0e2d80cf5\", \"d2fcdcf5-e8bc-42ec-ae4b-1eaffa798389\", \"c2c65c2f-e296-4fb2-ae56-b609f7903c11\"], \"total_duration\": 767.0, \"total_sessions\": 3, \"mean_week_duration\": 10.803}}\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[{\"37794\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2019-10-01 15:22:13.000000+00:00\", \"2021-02-03 05:38:59.000000+00:00\"], \"session_ids\": [\"5b08de77-79b9-4c55-9251-f2603d90129a\", \"e3e9e6af-fd9d-40e2-966a-b9c244c28b12\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.557}}, {\"27134\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-15 02:24:16.000000+00:00\", \"2022-11-05 01:10:03.000000+00:00\"], \"session_ids\": [\"b61ca32c-815c-49d7-a867-904b265c9912\", \"aa48108c-56b9-4171-8b4f-e1aa2d3d957b\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.571}}, {\"86717\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-18 14:51:39.000000+00:00\", \"2019-11-09 06:35:54.000000+00:00\"], \"session_ids\": [\"c495142a-04d8-428d-8397-932afea7c624\", \"0472d137-83a7-44ae-a8dd-de03785d33fe\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 2.197}}, {\"89166\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-02-04 19:57:27.000000+00:00\", \"2019-10-02 00:07:52.000000+00:00\", \"2020-08-12 00:42:18.000000+00:00\"], \"session_ids\": [\"03975757-b112-4b83-81f4-1be0e2d80cf5\", \"d2fcdcf5-e8bc-42ec-ae4b-1eaffa798389\", \"c2c65c2f-e296-4fb2-ae56-b609f7903c11\"], \"total_duration\": 767.0, \"total_sessions\": 3, \"mean_week_duration\": 10.803}}, {\"66571\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-01-18 06:11:22.000000+00:00\", \"2022-05-25 04:47:16.000000+00:00\", \"2021-04-30 06:43:34.000000+00:00\"], \"session_ids\": [\"616e30e2-857a-487f-b73e-63583c167e83\", \"a6ec95f5-8440-4dc7-86f9-ad3ad9ba5f8f\", \"8503a981-92ab-41bf-8714-af944368bc75\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.143}}, {\"26227\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-05-23 18:04:20.000000+00:00\", \"2023-03-02 05:04:07.000000+00:00\"], \"session_ids\": [\"79b90199-fc2e-463d-acbd-858d6c84dc71\", \"473990ad-983d-4790-bc1b-cd10b65831b3\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.43}}, {\"9616\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-08-09 10:56:58.000000+00:00\", \"2022-01-24 08:04:32.000000+00:00\", \"2020-07-30 23:01:23.000000+00:00\", \"2023-05-05 13:37:04.000000+00:00\"], \"session_ids\": [\"1c7dcb49-b033-449d-b6c1-71670610746f\", \"9c62ad5a-6bfe-4aac-8da6-11d747f9510b\", \"6e4c5e41-a3cd-4429-889d-5d1ac9287f9e\", \"427df156-7a95-400b-9ed2-d0923943d007\"], \"total_duration\": 829.0, \"total_sessions\": 4, \"mean_week_duration\": 5.757}}, {\"71502\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-10-25 08:25:52.000000+00:00\", \"2020-11-15 18:18:19.000000+00:00\", \"2023-01-14 04:23:01.000000+00:00\"], \"session_ids\": [\"734d221f-da96-4dc8-8743-9cbd49ce3924\", \"b11ed86b-c42b-422c-af41-d3eacbb543f4\", \"df19fa67-3046-40e2-bae2-57c07b54e398\"], \"total_duration\": 87.0, \"total_sessions\": 3, \"mean_week_duration\": 0.75}}, {\"12302\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-08-29 00:38:32.000000+00:00\", \"2020-12-30 05:46:05.000000+00:00\"], \"session_ids\": [\"033b10d1-509e-4184-8acb-8152d11a1433\", \"8db5d0f4-d913-401d-9a90-46261bd6a169\"], \"total_duration\": 203.0, \"total_sessions\": 2, \"mean_week_duration\": 2.9}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 5 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"37794\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2019-10-01 15:22:13.000000+00:00\", \"2021-02-03 05:38:59.000000+00:00\"], \"session_ids\": [\"5b08de77-79b9-4c55-9251-f2603d90129a\", \"e3e9e6af-fd9d-40e2-966a-b9c244c28b12\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.557}}, {\"27134\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-15 02:24:16.000000+00:00\", \"2022-11-05 01:10:03.000000+00:00\"], \"session_ids\": [\"b61ca32c-815c-49d7-a867-904b265c9912\", \"aa48108c-56b9-4171-8b4f-e1aa2d3d957b\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.571}}, {\"86717\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-18 14:51:39.000000+00:00\", \"2019-11-09 06:35:54.000000+00:00\"], \"session_ids\": [\"c495142a-04d8-428d-8397-932afea7c624\", \"0472d137-83a7-44ae-a8dd-de03785d33fe\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 2.197}}, {\"89166\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-02-04 19:57:27.000000+00:00\", \"2019-10-02 00:07:52.000000+00:00\", \"2020-08-12 00:42:18.000000+00:00\"], \"session_ids\": [\"03975757-b112-4b83-81f4-1be0e2d80cf5\", \"d2fcdcf5-e8bc-42ec-ae4b-1eaffa798389\", \"c2c65c2f-e296-4fb2-ae56-b609f7903c11\"], \"total_duration\": 767.0, \"total_sessions\": 3, \"mean_week_duration\": 10.803}}, {\"66571\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-01-18 06:11:22.000000+00:00\", \"2022-05-25 04:47:16.000000+00:00\", \"2021-04-30 06:43:34.000000+00:00\"], \"session_ids\": [\"616e30e2-857a-487f-b73e-63583c167e83\", \"a6ec95f5-8440-4dc7-86f9-ad3ad9ba5f8f\", \"8503a981-92ab-41bf-8714-af944368bc75\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.143}}]\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[{\"37794\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2019-10-01 15:22:13.000000+00:00\", \"2021-02-03 05:38:59.000000+00:00\"], \"session_ids\": [\"5b08de77-79b9-4c55-9251-f2603d90129a\", \"e3e9e6af-fd9d-40e2-966a-b9c244c28b12\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.557}}, {\"27134\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-15 02:24:16.000000+00:00\", \"2022-11-05 01:10:03.000000+00:00\"], \"session_ids\": [\"b61ca32c-815c-49d7-a867-904b265c9912\", \"aa48108c-56b9-4171-8b4f-e1aa2d3d957b\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.571}}, {\"86717\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-18 14:51:39.000000+00:00\", \"2019-11-09 06:35:54.000000+00:00\"], \"session_ids\": [\"c495142a-04d8-428d-8397-932afea7c624\", \"0472d137-83a7-44ae-a8dd-de03785d33fe\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 2.197}}, {\"89166\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-02-04 19:57:27.000000+00:00\", \"2019-10-02 00:07:52.000000+00:00\", \"2020-08-12 00:42:18.000000+00:00\"], \"session_ids\": [\"03975757-b112-4b83-81f4-1be0e2d80cf5\", \"d2fcdcf5-e8bc-42ec-ae4b-1eaffa798389\", \"c2c65c2f-e296-4fb2-ae56-b609f7903c11\"], \"total_duration\": 767.0, \"total_sessions\": 3, \"mean_week_duration\": 10.803}}, {\"66571\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-01-18 06:11:22.000000+00:00\", \"2022-05-25 04:47:16.000000+00:00\", \"2021-04-30 06:43:34.000000+00:00\"], \"session_ids\": [\"616e30e2-857a-487f-b73e-63583c167e83\", \"a6ec95f5-8440-4dc7-86f9-ad3ad9ba5f8f\", \"8503a981-92ab-41bf-8714-af944368bc75\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.143}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the users with a overall sessions count that is higher than 2, exclusive 2 also do sorting by aver of time using the app per week from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"29307\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-03-13 13:13:00.000000+00:00\", \"2019-08-01 04:57:42.000000+00:00\", \"2020-12-23 14:18:57.000000+00:00\", \"2019-02-25 19:53:23.000000+00:00\", \"2022-09-15 14:43:28.000000+00:00\", \"2019-08-07 09:47:21.000000+00:00\"], \"session_ids\": [\"d2b30a73-b6a7-4b64-8fed-8d8ccba48128\", \"3c261a85-c66f-41bf-8fd6-b80555530752\", \"f9a21ba3-69cd-4341-9c13-15ca4c8a2f4d\", \"0ab3b748-b8c7-4d9b-9c9e-52203ea85354\", \"e0f0f450-5a4b-4116-9e63-cb2686f93e62\", \"8fb1b148-7b95-4ca1-a4e7-baafc86a530d\"], \"total_duration\": 3424.0, \"total_sessions\": 6, \"mean_week_duration\": 18.409}, \"58567\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Cairo\", \"datetimes\": [\"2021-09-16 22:32:56.000000+00:00\", \"2021-08-24 14:11:56.000000+00:00\"], \"session_ids\": [\"184f2ad2-8558-4cfb-a6fd-2f11d9dbe26c\", \"59a5ccf1-3bfe-496c-8289-63b50441cd34\"], \"total_duration\": 352.0, \"total_sessions\": 2, \"mean_week_duration\": 88.0}, \"19916\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-07-04 08:09:57.000000+00:00\", \"2021-01-17 05:18:40.000000+00:00\", \"2020-05-20 23:11:40.000000+00:00\", \"2023-01-24 15:51:01.000000+00:00\", \"2020-09-28 14:21:59.000000+00:00\", \"2019-07-23 09:46:10.000000+00:00\", \"2023-04-02 05:57:28.000000+00:00\", \"2021-11-01 06:51:48.000000+00:00\"], \"session_ids\": [\"17ff0422-5e6f-4124-8d6f-28fc297af124\", \"866d5605-5c7d-4353-8235-04f8bcb6e7ef\", \"702d2a4e-c897-428b-9493-91da3fe2f100\", \"d12147a3-9cf5-43a6-ab5a-ecaeec8b760a\", \"5032c302-8ab2-4175-af20-10450faf3703\", \"a1fe59fa-0cb8-4af8-8372-9ed9343e3e55\", \"1917f050-1fef-4f00-89a9-76aa3e63f1b0\", \"d310d39a-37d9-4d47-a186-d6b28b0054a9\"], \"total_duration\": 353.0, \"total_sessions\": 8, \"mean_week_duration\": 1.829}, \"47401\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"New York City\", \"datetimes\": [\"2021-11-20 23:36:35.000000+00:00\", \"2019-09-27 18:42:25.000000+00:00\", \"2019-12-01 05:58:59.000000+00:00\", \"2021-06-14 00:40:23.000000+00:00\"], \"session_ids\": [\"b0773ff4-2cfe-48e6-ab01-daff899fb3fe\", \"d48a312f-6b00-4e00-9525-8ea435363298\", \"ef91e086-2e49-4989-9c93-b81d13a725a7\", \"f164b39c-151b-45bb-92ea-1412a1a0f37d\"], \"total_duration\": 805.0, \"total_sessions\": 4, \"mean_week_duration\": 7.124}, \"42176\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2023-03-18 16:11:58.000000+00:00\", \"2023-01-06 22:24:37.000000+00:00\"], \"session_ids\": [\"04543764-1998-44ab-8d23-6a71a9ca0181\", \"1afa4a6c-2f10-48cc-9dfb-8b4510b693af\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 27.8}, \"91965\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-12 16:22:28.000000+00:00\", \"2022-06-11 01:53:11.000000+00:00\"], \"session_ids\": [\"389edce4-21bf-45d2-8df1-ad36b4f84edf\", \"6fda3f08-cc29-4a89-99b9-3010b691cd41\"], \"total_duration\": 136.0, \"total_sessions\": 2, \"mean_week_duration\": 1.308}, \"2620\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-11-25 22:26:33.000000+00:00\", \"2023-05-13 06:39:20.000000+00:00\", \"2019-06-05 17:05:08.000000+00:00\", \"2020-12-28 15:38:15.000000+00:00\"], \"session_ids\": [\"5319c51d-5d4a-43a3-a81c-007cc216482e\", \"65164be6-cbc2-44fe-960d-7830fd23f7b0\", \"8a8e7d7d-7070-408d-9d6d-8f187ff8a035\", \"49b0895a-3698-46f5-bc8e-9135a337432b\"], \"total_duration\": 951.0, \"total_sessions\": 4, \"mean_week_duration\": 4.617}, \"54173\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-03-15 12:25:00.000000+00:00\", \"2021-07-10 08:06:17.000000+00:00\", \"2022-06-26 06:53:08.000000+00:00\", \"2020-07-06 17:06:08.000000+00:00\", \"2020-11-04 20:14:31.000000+00:00\", \"2023-04-09 02:55:22.000000+00:00\", \"2020-08-16 19:30:44.000000+00:00\", \"2022-06-09 11:54:55.000000+00:00\"], \"session_ids\": [\"0c87b602-62fd-492f-8266-157df2a70396\", \"0337d8c5-d1ee-496f-82a5-32dbc4ce573f\", \"a1db7bcc-3ff3-4e9b-92f4-dd010e62135d\", \"14aca715-fb3f-40d9-b470-2ba9dc2652f0\", \"dfe8c2d8-a8b9-4fe2-9425-d33f91b0da7d\", \"39f29d5e-5f2f-492f-bdc9-00d2beeea69a\", \"ccaec1d9-2daf-4948-93ea-baafd83b2fcc\", \"0ea389ac-8b12-4c06-8ea8-5b4fb351d6d2\"], \"total_duration\": 4884.0, \"total_sessions\": 8, \"mean_week_duration\": 33.917}, \"24466\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-11-09 18:31:20.000000+00:00\", \"2019-11-17 15:39:04.000000+00:00\"], \"session_ids\": [\"5f2072c2-71eb-45a3-8498-6c5299a74c65\", \"8a3b0b80-3bb5-4f42-bace-bfc50a5b6426\"], \"total_duration\": 274.0, \"total_sessions\": 2, \"mean_week_duration\": 2.635}, \"9437\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-03-31 07:51:54.000000+00:00\", \"2020-12-03 20:11:41.000000+00:00\"], \"session_ids\": [\"d994a9da-72da-43bf-8766-5a13d0ba41bc\", \"a56e4a39-fd86-4dad-b7ec-ef538165bc3b\"], \"total_duration\": 431.0, \"total_sessions\": 2, \"mean_week_duration\": 3.562}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are greater 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{\"29307\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-03-13 13:13:00.000000+00:00\", \"2019-08-01 04:57:42.000000+00:00\", \"2020-12-23 14:18:57.000000+00:00\", \"2019-02-25 19:53:23.000000+00:00\", \"2022-09-15 14:43:28.000000+00:00\", \"2019-08-07 09:47:21.000000+00:00\"], \"session_ids\": [\"d2b30a73-b6a7-4b64-8fed-8d8ccba48128\", \"3c261a85-c66f-41bf-8fd6-b80555530752\", \"f9a21ba3-69cd-4341-9c13-15ca4c8a2f4d\", \"0ab3b748-b8c7-4d9b-9c9e-52203ea85354\", \"e0f0f450-5a4b-4116-9e63-cb2686f93e62\", \"8fb1b148-7b95-4ca1-a4e7-baafc86a530d\"], \"total_duration\": 3424.0, \"total_sessions\": 6, \"mean_week_duration\": 18.409}, \"19916\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-07-04 08:09:57.000000+00:00\", \"2021-01-17 05:18:40.000000+00:00\", \"2020-05-20 23:11:40.000000+00:00\", \"2023-01-24 15:51:01.000000+00:00\", \"2020-09-28 14:21:59.000000+00:00\", \"2019-07-23 09:46:10.000000+00:00\", \"2023-04-02 05:57:28.000000+00:00\", \"2021-11-01 06:51:48.000000+00:00\"], \"session_ids\": [\"17ff0422-5e6f-4124-8d6f-28fc297af124\", \"866d5605-5c7d-4353-8235-04f8bcb6e7ef\", \"702d2a4e-c897-428b-9493-91da3fe2f100\", \"d12147a3-9cf5-43a6-ab5a-ecaeec8b760a\", \"5032c302-8ab2-4175-af20-10450faf3703\", \"a1fe59fa-0cb8-4af8-8372-9ed9343e3e55\", \"1917f050-1fef-4f00-89a9-76aa3e63f1b0\", \"d310d39a-37d9-4d47-a186-d6b28b0054a9\"], \"total_duration\": 353.0, \"total_sessions\": 8, \"mean_week_duration\": 1.829}, \"47401\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"New York City\", \"datetimes\": [\"2021-11-20 23:36:35.000000+00:00\", \"2019-09-27 18:42:25.000000+00:00\", \"2019-12-01 05:58:59.000000+00:00\", \"2021-06-14 00:40:23.000000+00:00\"], \"session_ids\": [\"b0773ff4-2cfe-48e6-ab01-daff899fb3fe\", \"d48a312f-6b00-4e00-9525-8ea435363298\", \"ef91e086-2e49-4989-9c93-b81d13a725a7\", \"f164b39c-151b-45bb-92ea-1412a1a0f37d\"], \"total_duration\": 805.0, \"total_sessions\": 4, \"mean_week_duration\": 7.124}, \"2620\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-11-25 22:26:33.000000+00:00\", \"2023-05-13 06:39:20.000000+00:00\", \"2019-06-05 17:05:08.000000+00:00\", \"2020-12-28 15:38:15.000000+00:00\"], \"session_ids\": [\"5319c51d-5d4a-43a3-a81c-007cc216482e\", \"65164be6-cbc2-44fe-960d-7830fd23f7b0\", \"8a8e7d7d-7070-408d-9d6d-8f187ff8a035\", \"49b0895a-3698-46f5-bc8e-9135a337432b\"], \"total_duration\": 951.0, \"total_sessions\": 4, \"mean_week_duration\": 4.617}, \"54173\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-03-15 12:25:00.000000+00:00\", \"2021-07-10 08:06:17.000000+00:00\", \"2022-06-26 06:53:08.000000+00:00\", \"2020-07-06 17:06:08.000000+00:00\", \"2020-11-04 20:14:31.000000+00:00\", \"2023-04-09 02:55:22.000000+00:00\", \"2020-08-16 19:30:44.000000+00:00\", \"2022-06-09 11:54:55.000000+00:00\"], \"session_ids\": [\"0c87b602-62fd-492f-8266-157df2a70396\", \"0337d8c5-d1ee-496f-82a5-32dbc4ce573f\", \"a1db7bcc-3ff3-4e9b-92f4-dd010e62135d\", \"14aca715-fb3f-40d9-b470-2ba9dc2652f0\", \"dfe8c2d8-a8b9-4fe2-9425-d33f91b0da7d\", \"39f29d5e-5f2f-492f-bdc9-00d2beeea69a\", \"ccaec1d9-2daf-4948-93ea-baafd83b2fcc\", \"0ea389ac-8b12-4c06-8ea8-5b4fb351d6d2\"], \"total_duration\": 4884.0, \"total_sessions\": 8, \"mean_week_duration\": 33.917}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"54173\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-03-15 12:25:00.000000+00:00\", \"2021-07-10 08:06:17.000000+00:00\", \"2022-06-26 06:53:08.000000+00:00\", \"2020-07-06 17:06:08.000000+00:00\", \"2020-11-04 20:14:31.000000+00:00\", \"2023-04-09 02:55:22.000000+00:00\", \"2020-08-16 19:30:44.000000+00:00\", \"2022-06-09 11:54:55.000000+00:00\"], \"session_ids\": [\"0c87b602-62fd-492f-8266-157df2a70396\", \"0337d8c5-d1ee-496f-82a5-32dbc4ce573f\", \"a1db7bcc-3ff3-4e9b-92f4-dd010e62135d\", \"14aca715-fb3f-40d9-b470-2ba9dc2652f0\", \"dfe8c2d8-a8b9-4fe2-9425-d33f91b0da7d\", \"39f29d5e-5f2f-492f-bdc9-00d2beeea69a\", \"ccaec1d9-2daf-4948-93ea-baafd83b2fcc\", \"0ea389ac-8b12-4c06-8ea8-5b4fb351d6d2\"], \"total_duration\": 4884.0, \"total_sessions\": 8, \"mean_week_duration\": 33.917}}, {\"29307\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-03-13 13:13:00.000000+00:00\", \"2019-08-01 04:57:42.000000+00:00\", \"2020-12-23 14:18:57.000000+00:00\", \"2019-02-25 19:53:23.000000+00:00\", \"2022-09-15 14:43:28.000000+00:00\", \"2019-08-07 09:47:21.000000+00:00\"], \"session_ids\": [\"d2b30a73-b6a7-4b64-8fed-8d8ccba48128\", \"3c261a85-c66f-41bf-8fd6-b80555530752\", \"f9a21ba3-69cd-4341-9c13-15ca4c8a2f4d\", \"0ab3b748-b8c7-4d9b-9c9e-52203ea85354\", \"e0f0f450-5a4b-4116-9e63-cb2686f93e62\", \"8fb1b148-7b95-4ca1-a4e7-baafc86a530d\"], \"total_duration\": 3424.0, \"total_sessions\": 6, \"mean_week_duration\": 18.409}}, {\"47401\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"New York City\", \"datetimes\": [\"2021-11-20 23:36:35.000000+00:00\", \"2019-09-27 18:42:25.000000+00:00\", \"2019-12-01 05:58:59.000000+00:00\", \"2021-06-14 00:40:23.000000+00:00\"], \"session_ids\": [\"b0773ff4-2cfe-48e6-ab01-daff899fb3fe\", \"d48a312f-6b00-4e00-9525-8ea435363298\", \"ef91e086-2e49-4989-9c93-b81d13a725a7\", \"f164b39c-151b-45bb-92ea-1412a1a0f37d\"], \"total_duration\": 805.0, \"total_sessions\": 4, \"mean_week_duration\": 7.124}}, {\"2620\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-11-25 22:26:33.000000+00:00\", \"2023-05-13 06:39:20.000000+00:00\", \"2019-06-05 17:05:08.000000+00:00\", \"2020-12-28 15:38:15.000000+00:00\"], \"session_ids\": [\"5319c51d-5d4a-43a3-a81c-007cc216482e\", \"65164be6-cbc2-44fe-960d-7830fd23f7b0\", \"8a8e7d7d-7070-408d-9d6d-8f187ff8a035\", \"49b0895a-3698-46f5-bc8e-9135a337432b\"], \"total_duration\": 951.0, \"total_sessions\": 4, \"mean_week_duration\": 4.617}}, {\"19916\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-07-04 08:09:57.000000+00:00\", \"2021-01-17 05:18:40.000000+00:00\", \"2020-05-20 23:11:40.000000+00:00\", \"2023-01-24 15:51:01.000000+00:00\", \"2020-09-28 14:21:59.000000+00:00\", \"2019-07-23 09:46:10.000000+00:00\", \"2023-04-02 05:57:28.000000+00:00\", \"2021-11-01 06:51:48.000000+00:00\"], \"session_ids\": [\"17ff0422-5e6f-4124-8d6f-28fc297af124\", \"866d5605-5c7d-4353-8235-04f8bcb6e7ef\", \"702d2a4e-c897-428b-9493-91da3fe2f100\", \"d12147a3-9cf5-43a6-ab5a-ecaeec8b760a\", \"5032c302-8ab2-4175-af20-10450faf3703\", \"a1fe59fa-0cb8-4af8-8372-9ed9343e3e55\", \"1917f050-1fef-4f00-89a9-76aa3e63f1b0\", \"d310d39a-37d9-4d47-a186-d6b28b0054a9\"], \"total_duration\": 353.0, \"total_sessions\": 8, \"mean_week_duration\": 1.829}}]\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[{\"54173\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-03-15 12:25:00.000000+00:00\", \"2021-07-10 08:06:17.000000+00:00\", \"2022-06-26 06:53:08.000000+00:00\", \"2020-07-06 17:06:08.000000+00:00\", \"2020-11-04 20:14:31.000000+00:00\", \"2023-04-09 02:55:22.000000+00:00\", \"2020-08-16 19:30:44.000000+00:00\", \"2022-06-09 11:54:55.000000+00:00\"], \"session_ids\": [\"0c87b602-62fd-492f-8266-157df2a70396\", \"0337d8c5-d1ee-496f-82a5-32dbc4ce573f\", \"a1db7bcc-3ff3-4e9b-92f4-dd010e62135d\", \"14aca715-fb3f-40d9-b470-2ba9dc2652f0\", \"dfe8c2d8-a8b9-4fe2-9425-d33f91b0da7d\", \"39f29d5e-5f2f-492f-bdc9-00d2beeea69a\", \"ccaec1d9-2daf-4948-93ea-baafd83b2fcc\", \"0ea389ac-8b12-4c06-8ea8-5b4fb351d6d2\"], \"total_duration\": 4884.0, \"total_sessions\": 8, \"mean_week_duration\": 33.917}}, {\"29307\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-03-13 13:13:00.000000+00:00\", \"2019-08-01 04:57:42.000000+00:00\", \"2020-12-23 14:18:57.000000+00:00\", \"2019-02-25 19:53:23.000000+00:00\", \"2022-09-15 14:43:28.000000+00:00\", \"2019-08-07 09:47:21.000000+00:00\"], \"session_ids\": [\"d2b30a73-b6a7-4b64-8fed-8d8ccba48128\", \"3c261a85-c66f-41bf-8fd6-b80555530752\", \"f9a21ba3-69cd-4341-9c13-15ca4c8a2f4d\", \"0ab3b748-b8c7-4d9b-9c9e-52203ea85354\", \"e0f0f450-5a4b-4116-9e63-cb2686f93e62\", \"8fb1b148-7b95-4ca1-a4e7-baafc86a530d\"], \"total_duration\": 3424.0, \"total_sessions\": 6, \"mean_week_duration\": 18.409}}, {\"47401\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"New York City\", \"datetimes\": [\"2021-11-20 23:36:35.000000+00:00\", \"2019-09-27 18:42:25.000000+00:00\", \"2019-12-01 05:58:59.000000+00:00\", \"2021-06-14 00:40:23.000000+00:00\"], \"session_ids\": [\"b0773ff4-2cfe-48e6-ab01-daff899fb3fe\", \"d48a312f-6b00-4e00-9525-8ea435363298\", \"ef91e086-2e49-4989-9c93-b81d13a725a7\", \"f164b39c-151b-45bb-92ea-1412a1a0f37d\"], \"total_duration\": 805.0, \"total_sessions\": 4, \"mean_week_duration\": 7.124}}, {\"2620\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-11-25 22:26:33.000000+00:00\", \"2023-05-13 06:39:20.000000+00:00\", \"2019-06-05 17:05:08.000000+00:00\", \"2020-12-28 15:38:15.000000+00:00\"], \"session_ids\": [\"5319c51d-5d4a-43a3-a81c-007cc216482e\", \"65164be6-cbc2-44fe-960d-7830fd23f7b0\", \"8a8e7d7d-7070-408d-9d6d-8f187ff8a035\", \"49b0895a-3698-46f5-bc8e-9135a337432b\"], \"total_duration\": 951.0, \"total_sessions\": 4, \"mean_week_duration\": 4.617}}, {\"19916\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-07-04 08:09:57.000000+00:00\", \"2021-01-17 05:18:40.000000+00:00\", \"2020-05-20 23:11:40.000000+00:00\", \"2023-01-24 15:51:01.000000+00:00\", \"2020-09-28 14:21:59.000000+00:00\", \"2019-07-23 09:46:10.000000+00:00\", \"2023-04-02 05:57:28.000000+00:00\", \"2021-11-01 06:51:48.000000+00:00\"], \"session_ids\": [\"17ff0422-5e6f-4124-8d6f-28fc297af124\", \"866d5605-5c7d-4353-8235-04f8bcb6e7ef\", \"702d2a4e-c897-428b-9493-91da3fe2f100\", \"d12147a3-9cf5-43a6-ab5a-ecaeec8b760a\", \"5032c302-8ab2-4175-af20-10450faf3703\", \"a1fe59fa-0cb8-4af8-8372-9ed9343e3e55\", \"1917f050-1fef-4f00-89a9-76aa3e63f1b0\", \"d310d39a-37d9-4d47-a186-d6b28b0054a9\"], \"total_duration\": 353.0, \"total_sessions\": 8, \"mean_week_duration\": 1.829}}]\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 3 users pieces of information who aren't inhabitants of cities Dublin, Bangkok, Reykjavik as well as apply sorting by town naming from the smallest value to the largest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"47572\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-02-23 18:59:16.000000+00:00\", \"2019-07-28 23:50:30.000000+00:00\", \"2021-01-25 18:39:18.000000+00:00\", \"2019-02-15 05:41:36.000000+00:00\", \"2021-11-26 06:13:49.000000+00:00\", \"2021-09-20 12:27:18.000000+00:00\", \"2021-11-02 13:09:36.000000+00:00\", \"2020-01-09 17:08:45.000000+00:00\"], \"session_ids\": [\"acb6acf2-aa7b-4fed-826a-2d514f511425\", \"74b7f10c-b69c-4021-8853-0ac5b5629b69\", \"259f44ea-36f9-40fe-9cee-e664cc86e6e3\", \"8cbbcb99-5826-4579-aeed-b3ac6084f397\", \"f50601da-8dc8-496b-ba2e-d90cd8baf26e\", \"9a608968-c997-4dbd-aa45-f4bea839c600\", \"43377795-a334-45d2-867e-c7d9c217176f\", \"95638ae8-d916-42a1-86a0-118411f1da91\"], \"total_duration\": 6740.0, \"total_sessions\": 8, \"mean_week_duration\": 46.483}, \"31365\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-05-14 12:30:34.000000+00:00\", \"2021-08-11 18:54:48.000000+00:00\"], \"session_ids\": [\"f179e1d7-c027-43f9-bc6d-cb6c071d9ad0\", \"108514bb-a1b1-4795-9a22-cb1273fdf4ad\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.237}, \"23375\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-07-15 00:39:44.000000+00:00\", \"2019-08-07 13:30:42.000000+00:00\", \"2019-05-27 07:07:55.000000+00:00\", \"2020-03-03 09:29:25.000000+00:00\", \"2021-05-22 09:05:26.000000+00:00\", \"2020-11-24 06:18:09.000000+00:00\", \"2021-08-14 21:51:14.000000+00:00\", \"2020-02-02 07:05:09.000000+00:00\", \"2023-02-07 15:10:15.000000+00:00\", \"2020-01-21 08:49:48.000000+00:00\", \"2020-01-01 22:57:17.000000+00:00\"], \"session_ids\": [\"485fe0ed-4400-4c1e-accc-f306730fd477\", \"42ee0974-ef97-4508-8b6f-b62796f6f04d\", \"091436ff-8ce0-42d0-9bbd-1d289496abac\", \"e9b6ed25-c47d-48cc-a799-1c5dda3518a5\", \"dc3f5c76-c2a6-4185-8c6c-be55fbf40fc9\", \"8866343b-cb07-4961-9159-aa6412998d87\", \"f4aa1834-82c5-4e57-b130-c60d87fe7ea1\", \"fd408cae-b89a-43ce-b35f-e8c6f02f6b6e\", \"20d3b309-917c-41e2-baf6-ee6fc45aacef\", \"2bb395a1-f4cc-476b-ac6c-72161dbabfd0\", \"09ae82f5-4fb8-47d9-a883-c49643c47ea7\"], \"total_duration\": 56933.0, \"total_sessions\": 11, \"mean_week_duration\": 293.469}, \"11735\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-03-23 06:53:34.000000+00:00\", \"2021-04-05 20:35:35.000000+00:00\"], \"session_ids\": [\"274a925f-3843-4e4b-b280-22d62689852b\", \"74d9852f-9dc4-414b-b487-177542a5e2dc\"], \"total_duration\": 480.0, \"total_sessions\": 2, \"mean_week_duration\": 9.412}, \"31430\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2020-08-04 23:14:38.000000+00:00\", \"2021-01-25 18:38:54.000000+00:00\"], \"session_ids\": [\"6e6d2b29-882b-4591-8789-408a81858cb5\", \"fc78bb30-7e3b-4183-896c-c5cc4220da8b\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 1.32}, \"74968\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-07 10:05:43.000000+00:00\", \"2023-01-28 16:59:35.000000+00:00\", \"2020-02-24 08:03:56.000000+00:00\"], \"session_ids\": [\"89816cab-24e5-4f06-9b83-8c9c15aa70db\", \"ea9ed46c-0532-4eb7-b7c6-6e3e1830751f\", \"26f1ab18-d618-4ded-a0ef-0ce3f6ff9d0e\"], \"total_duration\": 300.0, \"total_sessions\": 3, \"mean_week_duration\": 1.961}, \"21399\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-22 23:58:57.000000+00:00\", \"2020-07-01 08:55:40.000000+00:00\", \"2021-04-02 14:35:26.000000+00:00\"], \"session_ids\": [\"8f107342-f263-4557-8cc2-2c63f9f23e2b\", \"e4aa0e4c-afe0-4b26-ac4e-7e3af0ac00bb\", \"9e6bf7f9-7bf6-4294-992d-9b7f610964e3\"], \"total_duration\": 586.0, \"total_sessions\": 3, \"mean_week_duration\": 12.468}, \"25399\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-15 03:27:32.000000+00:00\", \"2020-05-02 17:51:43.000000+00:00\", \"2021-07-05 17:28:33.000000+00:00\", \"2020-07-12 13:06:00.000000+00:00\", \"2020-11-13 11:30:07.000000+00:00\"], \"session_ids\": [\"20180769-80a8-4652-8ad1-fbd14bc33b1c\", \"9cf43b5a-592c-4f94-b62e-e0d8bfd88c1d\", \"6ae2153a-0152-41a9-82bf-6c953972f586\", \"da2c2f0d-abf4-47de-a981-47fb983e43ca\", \"253df435-8773-4b48-830f-c1dd85f15114\"], \"total_duration\": 66.0, \"total_sessions\": 5, \"mean_week_duration\": 1.065}, \"49448\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-07-02 18:54:28.000000+00:00\", \"2021-11-14 11:02:36.000000+00:00\", \"2019-10-23 11:35:03.000000+00:00\", \"2020-11-26 16:28:20.000000+00:00\", \"2019-10-07 21:21:41.000000+00:00\", \"2020-05-14 06:38:04.000000+00:00\", \"2020-11-18 16:46:03.000000+00:00\", \"2021-01-07 01:13:54.000000+00:00\", \"2021-07-18 05:35:17.000000+00:00\"], \"session_ids\": [\"6e73605d-634f-4f96-a375-77fc649efe2b\", \"e2d30bfa-f5b8-4fa1-b51c-735544e96a55\", \"90939832-a523-4fb7-b9de-03c54bd09ef3\", \"a7069f4b-1459-4e70-8c80-f00491fd36cf\", \"27acc890-d531-42dc-900e-3b795d74a992\", \"c01ed404-27a9-4cb2-b64a-80c3e824cf5b\", \"635e097c-958e-4b7d-ab49-5b128da180d4\", \"690569a8-eae2-4b6c-942c-47383f781b24\", \"9859c8e7-5e13-4f8a-8276-ab96835fa8ea\"], \"total_duration\": 25007.0, \"total_sessions\": 9, \"mean_week_duration\": 227.336}, \"24310\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-04-04 18:33:44.000000+00:00\", \"2019-07-30 14:55:03.000000+00:00\"], \"session_ids\": [\"de2b2db7-b49a-4a4e-a069-fceef9effa5b\", \"9e626226-99e1-43ab-89cc-d31d2b24e6e1\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 3.588}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Dublin, Bangkok, Reykjavik"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Dublin\", \"Bangkok\", \"Reykjavik\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"47572\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-02-23 18:59:16.000000+00:00\", \"2019-07-28 23:50:30.000000+00:00\", \"2021-01-25 18:39:18.000000+00:00\", \"2019-02-15 05:41:36.000000+00:00\", \"2021-11-26 06:13:49.000000+00:00\", \"2021-09-20 12:27:18.000000+00:00\", \"2021-11-02 13:09:36.000000+00:00\", \"2020-01-09 17:08:45.000000+00:00\"], \"session_ids\": [\"acb6acf2-aa7b-4fed-826a-2d514f511425\", \"74b7f10c-b69c-4021-8853-0ac5b5629b69\", \"259f44ea-36f9-40fe-9cee-e664cc86e6e3\", \"8cbbcb99-5826-4579-aeed-b3ac6084f397\", \"f50601da-8dc8-496b-ba2e-d90cd8baf26e\", \"9a608968-c997-4dbd-aa45-f4bea839c600\", \"43377795-a334-45d2-867e-c7d9c217176f\", \"95638ae8-d916-42a1-86a0-118411f1da91\"], \"total_duration\": 6740.0, \"total_sessions\": 8, \"mean_week_duration\": 46.483}, \"31365\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-05-14 12:30:34.000000+00:00\", \"2021-08-11 18:54:48.000000+00:00\"], \"session_ids\": [\"f179e1d7-c027-43f9-bc6d-cb6c071d9ad0\", \"108514bb-a1b1-4795-9a22-cb1273fdf4ad\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.237}, \"23375\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-07-15 00:39:44.000000+00:00\", \"2019-08-07 13:30:42.000000+00:00\", \"2019-05-27 07:07:55.000000+00:00\", \"2020-03-03 09:29:25.000000+00:00\", \"2021-05-22 09:05:26.000000+00:00\", \"2020-11-24 06:18:09.000000+00:00\", \"2021-08-14 21:51:14.000000+00:00\", \"2020-02-02 07:05:09.000000+00:00\", \"2023-02-07 15:10:15.000000+00:00\", \"2020-01-21 08:49:48.000000+00:00\", \"2020-01-01 22:57:17.000000+00:00\"], \"session_ids\": [\"485fe0ed-4400-4c1e-accc-f306730fd477\", \"42ee0974-ef97-4508-8b6f-b62796f6f04d\", \"091436ff-8ce0-42d0-9bbd-1d289496abac\", \"e9b6ed25-c47d-48cc-a799-1c5dda3518a5\", \"dc3f5c76-c2a6-4185-8c6c-be55fbf40fc9\", \"8866343b-cb07-4961-9159-aa6412998d87\", \"f4aa1834-82c5-4e57-b130-c60d87fe7ea1\", \"fd408cae-b89a-43ce-b35f-e8c6f02f6b6e\", \"20d3b309-917c-41e2-baf6-ee6fc45aacef\", \"2bb395a1-f4cc-476b-ac6c-72161dbabfd0\", \"09ae82f5-4fb8-47d9-a883-c49643c47ea7\"], \"total_duration\": 56933.0, \"total_sessions\": 11, \"mean_week_duration\": 293.469}, \"11735\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-03-23 06:53:34.000000+00:00\", \"2021-04-05 20:35:35.000000+00:00\"], \"session_ids\": [\"274a925f-3843-4e4b-b280-22d62689852b\", \"74d9852f-9dc4-414b-b487-177542a5e2dc\"], \"total_duration\": 480.0, \"total_sessions\": 2, \"mean_week_duration\": 9.412}, \"31430\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2020-08-04 23:14:38.000000+00:00\", \"2021-01-25 18:38:54.000000+00:00\"], \"session_ids\": [\"6e6d2b29-882b-4591-8789-408a81858cb5\", \"fc78bb30-7e3b-4183-896c-c5cc4220da8b\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 1.32}, \"74968\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-07 10:05:43.000000+00:00\", \"2023-01-28 16:59:35.000000+00:00\", \"2020-02-24 08:03:56.000000+00:00\"], \"session_ids\": [\"89816cab-24e5-4f06-9b83-8c9c15aa70db\", \"ea9ed46c-0532-4eb7-b7c6-6e3e1830751f\", \"26f1ab18-d618-4ded-a0ef-0ce3f6ff9d0e\"], \"total_duration\": 300.0, \"total_sessions\": 3, \"mean_week_duration\": 1.961}, \"21399\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-22 23:58:57.000000+00:00\", \"2020-07-01 08:55:40.000000+00:00\", \"2021-04-02 14:35:26.000000+00:00\"], \"session_ids\": [\"8f107342-f263-4557-8cc2-2c63f9f23e2b\", \"e4aa0e4c-afe0-4b26-ac4e-7e3af0ac00bb\", \"9e6bf7f9-7bf6-4294-992d-9b7f610964e3\"], \"total_duration\": 586.0, \"total_sessions\": 3, \"mean_week_duration\": 12.468}, \"25399\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-15 03:27:32.000000+00:00\", \"2020-05-02 17:51:43.000000+00:00\", \"2021-07-05 17:28:33.000000+00:00\", \"2020-07-12 13:06:00.000000+00:00\", \"2020-11-13 11:30:07.000000+00:00\"], \"session_ids\": [\"20180769-80a8-4652-8ad1-fbd14bc33b1c\", \"9cf43b5a-592c-4f94-b62e-e0d8bfd88c1d\", \"6ae2153a-0152-41a9-82bf-6c953972f586\", \"da2c2f0d-abf4-47de-a981-47fb983e43ca\", \"253df435-8773-4b48-830f-c1dd85f15114\"], \"total_duration\": 66.0, \"total_sessions\": 5, \"mean_week_duration\": 1.065}, \"49448\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-07-02 18:54:28.000000+00:00\", \"2021-11-14 11:02:36.000000+00:00\", \"2019-10-23 11:35:03.000000+00:00\", \"2020-11-26 16:28:20.000000+00:00\", \"2019-10-07 21:21:41.000000+00:00\", \"2020-05-14 06:38:04.000000+00:00\", \"2020-11-18 16:46:03.000000+00:00\", \"2021-01-07 01:13:54.000000+00:00\", \"2021-07-18 05:35:17.000000+00:00\"], \"session_ids\": [\"6e73605d-634f-4f96-a375-77fc649efe2b\", \"e2d30bfa-f5b8-4fa1-b51c-735544e96a55\", \"90939832-a523-4fb7-b9de-03c54bd09ef3\", \"a7069f4b-1459-4e70-8c80-f00491fd36cf\", \"27acc890-d531-42dc-900e-3b795d74a992\", \"c01ed404-27a9-4cb2-b64a-80c3e824cf5b\", \"635e097c-958e-4b7d-ab49-5b128da180d4\", \"690569a8-eae2-4b6c-942c-47383f781b24\", \"9859c8e7-5e13-4f8a-8276-ab96835fa8ea\"], \"total_duration\": 25007.0, \"total_sessions\": 9, \"mean_week_duration\": 227.336}, \"24310\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-04-04 18:33:44.000000+00:00\", \"2019-07-30 14:55:03.000000+00:00\"], \"session_ids\": [\"de2b2db7-b49a-4a4e-a069-fceef9effa5b\", \"9e626226-99e1-43ab-89cc-d31d2b24e6e1\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 3.588}}\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[{\"24310\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-04-04 18:33:44.000000+00:00\", \"2019-07-30 14:55:03.000000+00:00\"], \"session_ids\": [\"de2b2db7-b49a-4a4e-a069-fceef9effa5b\", \"9e626226-99e1-43ab-89cc-d31d2b24e6e1\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 3.588}}, {\"74968\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-07 10:05:43.000000+00:00\", \"2023-01-28 16:59:35.000000+00:00\", \"2020-02-24 08:03:56.000000+00:00\"], \"session_ids\": [\"89816cab-24e5-4f06-9b83-8c9c15aa70db\", \"ea9ed46c-0532-4eb7-b7c6-6e3e1830751f\", \"26f1ab18-d618-4ded-a0ef-0ce3f6ff9d0e\"], \"total_duration\": 300.0, \"total_sessions\": 3, \"mean_week_duration\": 1.961}}, {\"21399\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-22 23:58:57.000000+00:00\", \"2020-07-01 08:55:40.000000+00:00\", \"2021-04-02 14:35:26.000000+00:00\"], \"session_ids\": [\"8f107342-f263-4557-8cc2-2c63f9f23e2b\", \"e4aa0e4c-afe0-4b26-ac4e-7e3af0ac00bb\", \"9e6bf7f9-7bf6-4294-992d-9b7f610964e3\"], \"total_duration\": 586.0, \"total_sessions\": 3, \"mean_week_duration\": 12.468}}, {\"31430\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2020-08-04 23:14:38.000000+00:00\", \"2021-01-25 18:38:54.000000+00:00\"], \"session_ids\": [\"6e6d2b29-882b-4591-8789-408a81858cb5\", \"fc78bb30-7e3b-4183-896c-c5cc4220da8b\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 1.32}}, {\"31365\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-05-14 12:30:34.000000+00:00\", \"2021-08-11 18:54:48.000000+00:00\"], \"session_ids\": [\"f179e1d7-c027-43f9-bc6d-cb6c071d9ad0\", \"108514bb-a1b1-4795-9a22-cb1273fdf4ad\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.237}}, {\"11735\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-03-23 06:53:34.000000+00:00\", \"2021-04-05 20:35:35.000000+00:00\"], \"session_ids\": [\"274a925f-3843-4e4b-b280-22d62689852b\", \"74d9852f-9dc4-414b-b487-177542a5e2dc\"], \"total_duration\": 480.0, \"total_sessions\": 2, \"mean_week_duration\": 9.412}}, {\"49448\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-07-02 18:54:28.000000+00:00\", \"2021-11-14 11:02:36.000000+00:00\", \"2019-10-23 11:35:03.000000+00:00\", \"2020-11-26 16:28:20.000000+00:00\", \"2019-10-07 21:21:41.000000+00:00\", \"2020-05-14 06:38:04.000000+00:00\", \"2020-11-18 16:46:03.000000+00:00\", \"2021-01-07 01:13:54.000000+00:00\", \"2021-07-18 05:35:17.000000+00:00\"], \"session_ids\": [\"6e73605d-634f-4f96-a375-77fc649efe2b\", \"e2d30bfa-f5b8-4fa1-b51c-735544e96a55\", \"90939832-a523-4fb7-b9de-03c54bd09ef3\", \"a7069f4b-1459-4e70-8c80-f00491fd36cf\", \"27acc890-d531-42dc-900e-3b795d74a992\", \"c01ed404-27a9-4cb2-b64a-80c3e824cf5b\", \"635e097c-958e-4b7d-ab49-5b128da180d4\", \"690569a8-eae2-4b6c-942c-47383f781b24\", \"9859c8e7-5e13-4f8a-8276-ab96835fa8ea\"], \"total_duration\": 25007.0, \"total_sessions\": 9, \"mean_week_duration\": 227.336}}, {\"23375\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-07-15 00:39:44.000000+00:00\", \"2019-08-07 13:30:42.000000+00:00\", \"2019-05-27 07:07:55.000000+00:00\", \"2020-03-03 09:29:25.000000+00:00\", \"2021-05-22 09:05:26.000000+00:00\", \"2020-11-24 06:18:09.000000+00:00\", \"2021-08-14 21:51:14.000000+00:00\", \"2020-02-02 07:05:09.000000+00:00\", \"2023-02-07 15:10:15.000000+00:00\", \"2020-01-21 08:49:48.000000+00:00\", \"2020-01-01 22:57:17.000000+00:00\"], \"session_ids\": [\"485fe0ed-4400-4c1e-accc-f306730fd477\", \"42ee0974-ef97-4508-8b6f-b62796f6f04d\", \"091436ff-8ce0-42d0-9bbd-1d289496abac\", \"e9b6ed25-c47d-48cc-a799-1c5dda3518a5\", \"dc3f5c76-c2a6-4185-8c6c-be55fbf40fc9\", \"8866343b-cb07-4961-9159-aa6412998d87\", \"f4aa1834-82c5-4e57-b130-c60d87fe7ea1\", \"fd408cae-b89a-43ce-b35f-e8c6f02f6b6e\", \"20d3b309-917c-41e2-baf6-ee6fc45aacef\", \"2bb395a1-f4cc-476b-ac6c-72161dbabfd0\", \"09ae82f5-4fb8-47d9-a883-c49643c47ea7\"], \"total_duration\": 56933.0, \"total_sessions\": 11, \"mean_week_duration\": 293.469}}, {\"25399\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-15 03:27:32.000000+00:00\", \"2020-05-02 17:51:43.000000+00:00\", \"2021-07-05 17:28:33.000000+00:00\", \"2020-07-12 13:06:00.000000+00:00\", \"2020-11-13 11:30:07.000000+00:00\"], \"session_ids\": [\"20180769-80a8-4652-8ad1-fbd14bc33b1c\", \"9cf43b5a-592c-4f94-b62e-e0d8bfd88c1d\", \"6ae2153a-0152-41a9-82bf-6c953972f586\", \"da2c2f0d-abf4-47de-a981-47fb983e43ca\", \"253df435-8773-4b48-830f-c1dd85f15114\"], \"total_duration\": 66.0, \"total_sessions\": 5, \"mean_week_duration\": 1.065}}, {\"47572\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-02-23 18:59:16.000000+00:00\", \"2019-07-28 23:50:30.000000+00:00\", \"2021-01-25 18:39:18.000000+00:00\", \"2019-02-15 05:41:36.000000+00:00\", \"2021-11-26 06:13:49.000000+00:00\", \"2021-09-20 12:27:18.000000+00:00\", \"2021-11-02 13:09:36.000000+00:00\", \"2020-01-09 17:08:45.000000+00:00\"], \"session_ids\": [\"acb6acf2-aa7b-4fed-826a-2d514f511425\", \"74b7f10c-b69c-4021-8853-0ac5b5629b69\", \"259f44ea-36f9-40fe-9cee-e664cc86e6e3\", \"8cbbcb99-5826-4579-aeed-b3ac6084f397\", \"f50601da-8dc8-496b-ba2e-d90cd8baf26e\", \"9a608968-c997-4dbd-aa45-f4bea839c600\", \"43377795-a334-45d2-867e-c7d9c217176f\", \"95638ae8-d916-42a1-86a0-118411f1da91\"], \"total_duration\": 6740.0, \"total_sessions\": 8, \"mean_week_duration\": 46.483}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"24310\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-04-04 18:33:44.000000+00:00\", \"2019-07-30 14:55:03.000000+00:00\"], \"session_ids\": [\"de2b2db7-b49a-4a4e-a069-fceef9effa5b\", \"9e626226-99e1-43ab-89cc-d31d2b24e6e1\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 3.588}}, {\"74968\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-07 10:05:43.000000+00:00\", \"2023-01-28 16:59:35.000000+00:00\", \"2020-02-24 08:03:56.000000+00:00\"], \"session_ids\": [\"89816cab-24e5-4f06-9b83-8c9c15aa70db\", \"ea9ed46c-0532-4eb7-b7c6-6e3e1830751f\", \"26f1ab18-d618-4ded-a0ef-0ce3f6ff9d0e\"], \"total_duration\": 300.0, \"total_sessions\": 3, \"mean_week_duration\": 1.961}}, {\"21399\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-22 23:58:57.000000+00:00\", \"2020-07-01 08:55:40.000000+00:00\", \"2021-04-02 14:35:26.000000+00:00\"], \"session_ids\": [\"8f107342-f263-4557-8cc2-2c63f9f23e2b\", \"e4aa0e4c-afe0-4b26-ac4e-7e3af0ac00bb\", \"9e6bf7f9-7bf6-4294-992d-9b7f610964e3\"], \"total_duration\": 586.0, \"total_sessions\": 3, \"mean_week_duration\": 12.468}}]\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[{\"24310\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-04-04 18:33:44.000000+00:00\", \"2019-07-30 14:55:03.000000+00:00\"], \"session_ids\": [\"de2b2db7-b49a-4a4e-a069-fceef9effa5b\", \"9e626226-99e1-43ab-89cc-d31d2b24e6e1\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 3.588}}, {\"74968\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-07 10:05:43.000000+00:00\", \"2023-01-28 16:59:35.000000+00:00\", \"2020-02-24 08:03:56.000000+00:00\"], \"session_ids\": [\"89816cab-24e5-4f06-9b83-8c9c15aa70db\", \"ea9ed46c-0532-4eb7-b7c6-6e3e1830751f\", \"26f1ab18-d618-4ded-a0ef-0ce3f6ff9d0e\"], \"total_duration\": 300.0, \"total_sessions\": 3, \"mean_week_duration\": 1.961}}, {\"21399\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-22 23:58:57.000000+00:00\", \"2020-07-01 08:55:40.000000+00:00\", \"2021-04-02 14:35:26.000000+00:00\"], \"session_ids\": [\"8f107342-f263-4557-8cc2-2c63f9f23e2b\", \"e4aa0e4c-afe0-4b26-ac4e-7e3af0ac00bb\", \"9e6bf7f9-7bf6-4294-992d-9b7f610964e3\"], \"total_duration\": 586.0, \"total_sessions\": 3, \"mean_week_duration\": 12.468}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about 5 users whose overall quantity of sessions is strictly greater than 5 and less than 8 plus do sorting by city title in ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"45955\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-29 13:56:20.000000+00:00\", \"2021-06-03 21:29:35.000000+00:00\", \"2023-02-06 15:39:52.000000+00:00\", \"2019-07-28 05:27:33.000000+00:00\", \"2020-11-16 13:04:20.000000+00:00\"], \"session_ids\": [\"583508ff-14d5-4566-b50c-4fa39ae2edba\", \"6c969946-b467-412e-a4ff-de615f73ce17\", \"aa73e6ff-50d5-41dd-9f3c-e7be975a4d46\", \"fcb9a67b-76f5-4140-b7bb-d9feb2736de4\", \"f77f34e4-c87a-4946-a841-365907b4f0d7\"], \"total_duration\": 958.0, \"total_sessions\": 5, \"mean_week_duration\": 5.178}, \"83235\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-07-11 09:59:02.000000+00:00\", \"2020-06-19 02:34:43.000000+00:00\", \"2019-12-31 04:43:36.000000+00:00\", \"2019-05-02 19:29:48.000000+00:00\", \"2023-05-23 06:41:29.000000+00:00\", \"2022-10-27 07:27:03.000000+00:00\", \"2020-12-10 15:31:55.000000+00:00\", \"2021-05-11 20:02:30.000000+00:00\", \"2019-04-30 08:10:12.000000+00:00\"], \"session_ids\": [\"032746d1-ec86-4dd1-a64f-57b455eec156\", \"0ed9d278-ee96-480e-9cf6-662140fc5247\", \"8740127f-f9d8-426f-89a5-d8e481230706\", \"465d5243-81df-4653-a3ba-febb72e8d8b2\", \"1ded4bb9-0f24-4461-9260-8af435d39314\", \"ca11d19a-035f-495b-a339-ef85a987077e\", \"de70ee9b-bed0-451d-8efa-2351570bc191\", \"7a31ecc1-d8a3-4dd6-bf90-79d46bba5617\", \"616fed2f-b7e8-4617-a23e-29588e6a0f8c\"], \"total_duration\": 7931.0, \"total_sessions\": 9, \"mean_week_duration\": 37.41}, \"68525\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-11-05 09:04:59.000000+00:00\", \"2021-09-26 19:38:54.000000+00:00\"], \"session_ids\": [\"5408c7b8-606e-43d0-aa10-a0464673552a\", \"daf3760c-95e5-4357-ba31-26f21d8b580f\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.787}, \"64924\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-05-09 02:38:49.000000+00:00\", \"2023-06-08 06:16:58.000000+00:00\"], \"session_ids\": [\"8ae4f1c4-eaaf-41e6-a3f0-7ebfb259aa57\", \"c08695c5-f9ec-4b9a-9cd8-c0cc0de69c91\"], \"total_duration\": 271.0, \"total_sessions\": 2, \"mean_week_duration\": 2.486}, \"71903\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-01-01 05:45:36.000000+00:00\", \"2021-04-15 16:31:23.000000+00:00\"], \"session_ids\": [\"08f99bab-5e01-4c68-8579-a4315f08ce1c\", \"e78c86f5-cf1d-474b-92ee-089cd76db7a4\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 4.867}, \"93947\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-06-08 21:01:32.000000+00:00\", \"2021-03-06 23:51:31.000000+00:00\"], \"session_ids\": [\"f2d73f54-07dc-4bf7-8be9-a8dfd333e725\", \"6fa21d85-6905-4f6e-b8e2-be0f247e8055\"], \"total_duration\": 335.0, \"total_sessions\": 2, \"mean_week_duration\": 8.59}, \"95402\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-10-12 00:40:01.000000+00:00\", \"2021-08-04 21:11:30.000000+00:00\"], \"session_ids\": [\"28b6c2ab-2fc7-4a8a-aaf0-490354937f88\", \"804ee878-649c-4b69-9552-c1dab0223ed1\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 2.468}, \"46018\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-07-28 10:08:57.000000+00:00\", \"2021-02-23 05:19:46.000000+00:00\", \"2023-01-12 07:11:41.000000+00:00\", \"2019-01-10 09:21:15.000000+00:00\", \"2022-04-29 00:33:19.000000+00:00\"], \"session_ids\": [\"dafe65be-6c44-474b-b427-b1edf80e4b66\", \"9aa1e1df-08fe-440f-8f4c-408b08ef3700\", \"088b443d-c924-42b6-b01d-97498643f32d\", \"9af6d85a-435f-40d7-9a94-7be4f1858c1c\", \"d2c4f5c7-cb5e-4c87-b434-240f23fa2ad1\"], \"total_duration\": 1718.0, \"total_sessions\": 5, \"mean_week_duration\": 8.22}, \"60246\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-02-07 19:31:51.000000+00:00\", \"2019-07-19 12:56:16.000000+00:00\", \"2020-07-24 14:51:25.000000+00:00\", \"2019-06-02 23:09:30.000000+00:00\"], \"session_ids\": [\"25d3e8e9-b420-4f1c-b119-f04f370fc702\", \"467fb76a-8666-4bf2-841c-333c4b8afb3e\", \"4b0ab744-3019-4fdc-bcf5-f9e6e39f5099\", \"4a578257-52c5-4e78-a87a-427f49bec5fe\"], \"total_duration\": 563.0, \"total_sessions\": 4, \"mean_week_duration\": 6.398}, \"24320\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-07-18 07:15:19.000000+00:00\", \"2021-06-03 13:38:06.000000+00:00\"], \"session_ids\": [\"91dbec91-ce24-4797-b9d3-84ed25b67d11\", \"205789d6-e80d-45a1-ba17-0173fab02227\"], \"total_duration\": 235.0, \"total_sessions\": 2, \"mean_week_duration\": 3.983}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are greater than 5 and are equal or less than 8"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[5, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about 3 users whose quantity of sessions is bigger than 3 as well as implement sorting by name of the town from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"99768\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-09-13 07:17:01.000000+00:00\", \"2021-10-31 02:10:22.000000+00:00\", \"2021-08-01 17:55:18.000000+00:00\", \"2020-10-11 08:24:17.000000+00:00\"], \"session_ids\": [\"fa808b42-a683-4d96-92eb-3a30e4d74008\", \"e1c141bb-4ee4-4b7f-8145-3e6e3252862d\", \"7d1c5d12-74fa-4a8d-a5b8-3cf01d9ef4fd\", \"93e0f604-94f9-4037-b73a-550b27c82a1b\"], \"total_duration\": 815.0, \"total_sessions\": 4, \"mean_week_duration\": 13.814}, \"17908\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-08-08 14:10:21.000000+00:00\", \"2020-06-20 16:31:06.000000+00:00\"], \"session_ids\": [\"944bd006-676a-4694-bf44-7bbbb1a4d214\", \"bacd6415-1eda-40e9-901e-bd50678c8232\"], \"total_duration\": 304.0, \"total_sessions\": 2, \"mean_week_duration\": 5.153}, \"10759\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-26 14:37:34.000000+00:00\", \"2022-02-10 07:31:21.000000+00:00\", \"2022-12-01 03:00:04.000000+00:00\", \"2020-07-02 02:21:54.000000+00:00\", \"2020-05-24 02:04:46.000000+00:00\", \"2019-04-10 00:28:37.000000+00:00\", \"2021-10-18 06:47:26.000000+00:00\", \"2019-02-02 03:57:34.000000+00:00\", \"2022-02-09 15:51:48.000000+00:00\"], \"session_ids\": [\"4f45ee9a-cc98-4dbd-9913-d1ccc9ac9497\", \"0ee18ae4-3843-4601-9900-3eb9d2562899\", \"e0a7c520-ccfe-49dc-94b3-083609f9bd2b\", \"a77c2dfa-41ed-437d-b28e-38411664d055\", \"4a11af2d-b325-4a50-838d-5e1213a591e4\", \"74f5df32-e948-4c49-a85e-684f4ba99493\", \"7c78cff2-7f6d-471b-81da-bdcf25cba511\", \"f8e9bdda-6061-4c95-b297-4aa7efb45db6\", \"4fdd9615-9510-4166-8b66-42589fcd2e7a\"], \"total_duration\": 1204.0, \"total_sessions\": 9, \"mean_week_duration\": 5.653}, \"83902\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-04-05 17:38:01.000000+00:00\", \"2022-08-30 00:18:22.000000+00:00\"], \"session_ids\": [\"b2a09c9a-2908-4c6d-b7b9-fd7e1fabe75f\", \"ccf67162-1803-4014-b96c-12c2cafefa54\"], \"total_duration\": 253.0, \"total_sessions\": 2, \"mean_week_duration\": 3.466}, \"3018\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-08-22 08:28:00.000000+00:00\", \"2022-09-27 07:26:52.000000+00:00\"], \"session_ids\": [\"0695280a-e9d3-4eea-87e1-044bd6b45a15\", \"ea5f1cc1-cb0f-417f-9d1d-e1cddbe96cb9\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.093}, \"50147\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-03-18 22:12:39.000000+00:00\", \"2022-10-09 22:59:31.000000+00:00\", \"2022-03-10 17:14:14.000000+00:00\", \"2019-04-18 05:19:09.000000+00:00\", \"2021-02-06 03:52:28.000000+00:00\", \"2020-06-14 07:44:16.000000+00:00\"], \"session_ids\": [\"563697fc-2c99-4983-92b1-4592ba804195\", \"a923ef76-12ab-46a2-a343-ba85194cafb3\", \"4ccb7836-f1c1-4e50-877b-17430f306c87\", \"e69548ca-8a5d-4b57-9219-cf3f2ae99f9f\", \"749017d1-a65e-41aa-881c-3b93003394cd\", \"ae9ac772-8a33-4d39-bfed-1695079ab2e9\"], \"total_duration\": 1908.0, \"total_sessions\": 6, \"mean_week_duration\": 10.258}, \"6613\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-12-09 16:09:15.000000+00:00\", \"2019-06-02 14:46:05.000000+00:00\"], \"session_ids\": [\"99b7b85a-13fd-4c33-ae94-b1e9d1f37319\", \"318fa700-a05b-4848-80e7-53eb12fc1fd5\"], \"total_duration\": 222.0, \"total_sessions\": 2, \"mean_week_duration\": 2.775}, \"15235\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-12-18 11:49:17.000000+00:00\", \"2021-10-26 01:02:43.000000+00:00\", \"2021-12-14 07:53:20.000000+00:00\", \"2019-12-16 12:52:58.000000+00:00\", \"2020-10-14 18:34:25.000000+00:00\", \"2019-07-04 21:40:58.000000+00:00\"], \"session_ids\": [\"32ff6052-2003-4a0f-a22f-81af69627e1f\", \"a0250a5c-101e-4951-adff-18c1bf87b72e\", \"9c6b6e2b-55f1-436d-9411-696aa4560982\", \"1c42cd65-badd-48c9-bbad-7e3bbceb788a\", \"5764ebaf-3717-47d7-8bca-cb38ef44d8b9\", \"9a3b6d17-2634-49cf-9868-64ba511f68f3\"], \"total_duration\": 57.0, \"total_sessions\": 6, \"mean_week_duration\": 0.445}, \"59537\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-05-04 14:45:11.000000+00:00\", \"2019-11-17 10:43:15.000000+00:00\", \"2020-03-14 04:01:53.000000+00:00\"], \"session_ids\": [\"75050f7c-0aeb-48b0-9af9-31234a7cb0cd\", \"772f94d8-e71f-4217-90bf-66fd46afe09f\", \"34148094-c1f0-497a-846a-f268d9782a30\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.312}, \"82619\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-09-21 07:09:08.000000+00:00\", \"2022-08-30 20:46:36.000000+00:00\"], \"session_ids\": [\"c2359087-fad5-4b84-b916-2099f0cc842e\", \"488376c6-66f2-43a5-b7d8-14b7eb5159b6\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 69.333}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or greater than 3"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\"]]}, \"all_values\": {\"total_sessions\": [[3, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"99768\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-09-13 07:17:01.000000+00:00\", \"2021-10-31 02:10:22.000000+00:00\", \"2021-08-01 17:55:18.000000+00:00\", \"2020-10-11 08:24:17.000000+00:00\"], \"session_ids\": [\"fa808b42-a683-4d96-92eb-3a30e4d74008\", \"e1c141bb-4ee4-4b7f-8145-3e6e3252862d\", \"7d1c5d12-74fa-4a8d-a5b8-3cf01d9ef4fd\", \"93e0f604-94f9-4037-b73a-550b27c82a1b\"], \"total_duration\": 815.0, \"total_sessions\": 4, \"mean_week_duration\": 13.814}, \"10759\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-26 14:37:34.000000+00:00\", \"2022-02-10 07:31:21.000000+00:00\", \"2022-12-01 03:00:04.000000+00:00\", \"2020-07-02 02:21:54.000000+00:00\", \"2020-05-24 02:04:46.000000+00:00\", \"2019-04-10 00:28:37.000000+00:00\", \"2021-10-18 06:47:26.000000+00:00\", \"2019-02-02 03:57:34.000000+00:00\", \"2022-02-09 15:51:48.000000+00:00\"], \"session_ids\": [\"4f45ee9a-cc98-4dbd-9913-d1ccc9ac9497\", \"0ee18ae4-3843-4601-9900-3eb9d2562899\", \"e0a7c520-ccfe-49dc-94b3-083609f9bd2b\", \"a77c2dfa-41ed-437d-b28e-38411664d055\", \"4a11af2d-b325-4a50-838d-5e1213a591e4\", \"74f5df32-e948-4c49-a85e-684f4ba99493\", \"7c78cff2-7f6d-471b-81da-bdcf25cba511\", \"f8e9bdda-6061-4c95-b297-4aa7efb45db6\", \"4fdd9615-9510-4166-8b66-42589fcd2e7a\"], \"total_duration\": 1204.0, \"total_sessions\": 9, \"mean_week_duration\": 5.653}, \"50147\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-03-18 22:12:39.000000+00:00\", \"2022-10-09 22:59:31.000000+00:00\", \"2022-03-10 17:14:14.000000+00:00\", \"2019-04-18 05:19:09.000000+00:00\", \"2021-02-06 03:52:28.000000+00:00\", \"2020-06-14 07:44:16.000000+00:00\"], \"session_ids\": [\"563697fc-2c99-4983-92b1-4592ba804195\", \"a923ef76-12ab-46a2-a343-ba85194cafb3\", \"4ccb7836-f1c1-4e50-877b-17430f306c87\", \"e69548ca-8a5d-4b57-9219-cf3f2ae99f9f\", \"749017d1-a65e-41aa-881c-3b93003394cd\", \"ae9ac772-8a33-4d39-bfed-1695079ab2e9\"], \"total_duration\": 1908.0, \"total_sessions\": 6, \"mean_week_duration\": 10.258}, \"15235\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-12-18 11:49:17.000000+00:00\", \"2021-10-26 01:02:43.000000+00:00\", \"2021-12-14 07:53:20.000000+00:00\", \"2019-12-16 12:52:58.000000+00:00\", \"2020-10-14 18:34:25.000000+00:00\", \"2019-07-04 21:40:58.000000+00:00\"], \"session_ids\": [\"32ff6052-2003-4a0f-a22f-81af69627e1f\", \"a0250a5c-101e-4951-adff-18c1bf87b72e\", \"9c6b6e2b-55f1-436d-9411-696aa4560982\", \"1c42cd65-badd-48c9-bbad-7e3bbceb788a\", \"5764ebaf-3717-47d7-8bca-cb38ef44d8b9\", \"9a3b6d17-2634-49cf-9868-64ba511f68f3\"], \"total_duration\": 57.0, \"total_sessions\": 6, \"mean_week_duration\": 0.445}, \"59537\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-05-04 14:45:11.000000+00:00\", \"2019-11-17 10:43:15.000000+00:00\", \"2020-03-14 04:01:53.000000+00:00\"], \"session_ids\": [\"75050f7c-0aeb-48b0-9af9-31234a7cb0cd\", \"772f94d8-e71f-4217-90bf-66fd46afe09f\", \"34148094-c1f0-497a-846a-f268d9782a30\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.312}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"15235\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-12-18 11:49:17.000000+00:00\", \"2021-10-26 01:02:43.000000+00:00\", \"2021-12-14 07:53:20.000000+00:00\", \"2019-12-16 12:52:58.000000+00:00\", \"2020-10-14 18:34:25.000000+00:00\", \"2019-07-04 21:40:58.000000+00:00\"], \"session_ids\": [\"32ff6052-2003-4a0f-a22f-81af69627e1f\", \"a0250a5c-101e-4951-adff-18c1bf87b72e\", \"9c6b6e2b-55f1-436d-9411-696aa4560982\", \"1c42cd65-badd-48c9-bbad-7e3bbceb788a\", \"5764ebaf-3717-47d7-8bca-cb38ef44d8b9\", \"9a3b6d17-2634-49cf-9868-64ba511f68f3\"], \"total_duration\": 57.0, \"total_sessions\": 6, \"mean_week_duration\": 0.445}}, {\"59537\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-05-04 14:45:11.000000+00:00\", \"2019-11-17 10:43:15.000000+00:00\", \"2020-03-14 04:01:53.000000+00:00\"], \"session_ids\": [\"75050f7c-0aeb-48b0-9af9-31234a7cb0cd\", \"772f94d8-e71f-4217-90bf-66fd46afe09f\", \"34148094-c1f0-497a-846a-f268d9782a30\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.312}}, {\"99768\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-09-13 07:17:01.000000+00:00\", \"2021-10-31 02:10:22.000000+00:00\", \"2021-08-01 17:55:18.000000+00:00\", \"2020-10-11 08:24:17.000000+00:00\"], \"session_ids\": [\"fa808b42-a683-4d96-92eb-3a30e4d74008\", \"e1c141bb-4ee4-4b7f-8145-3e6e3252862d\", \"7d1c5d12-74fa-4a8d-a5b8-3cf01d9ef4fd\", \"93e0f604-94f9-4037-b73a-550b27c82a1b\"], \"total_duration\": 815.0, \"total_sessions\": 4, \"mean_week_duration\": 13.814}}, {\"10759\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-26 14:37:34.000000+00:00\", \"2022-02-10 07:31:21.000000+00:00\", \"2022-12-01 03:00:04.000000+00:00\", \"2020-07-02 02:21:54.000000+00:00\", \"2020-05-24 02:04:46.000000+00:00\", \"2019-04-10 00:28:37.000000+00:00\", \"2021-10-18 06:47:26.000000+00:00\", \"2019-02-02 03:57:34.000000+00:00\", \"2022-02-09 15:51:48.000000+00:00\"], \"session_ids\": [\"4f45ee9a-cc98-4dbd-9913-d1ccc9ac9497\", \"0ee18ae4-3843-4601-9900-3eb9d2562899\", \"e0a7c520-ccfe-49dc-94b3-083609f9bd2b\", \"a77c2dfa-41ed-437d-b28e-38411664d055\", \"4a11af2d-b325-4a50-838d-5e1213a591e4\", \"74f5df32-e948-4c49-a85e-684f4ba99493\", \"7c78cff2-7f6d-471b-81da-bdcf25cba511\", \"f8e9bdda-6061-4c95-b297-4aa7efb45db6\", \"4fdd9615-9510-4166-8b66-42589fcd2e7a\"], \"total_duration\": 1204.0, \"total_sessions\": 9, \"mean_week_duration\": 5.653}}, {\"50147\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-03-18 22:12:39.000000+00:00\", \"2022-10-09 22:59:31.000000+00:00\", \"2022-03-10 17:14:14.000000+00:00\", \"2019-04-18 05:19:09.000000+00:00\", \"2021-02-06 03:52:28.000000+00:00\", \"2020-06-14 07:44:16.000000+00:00\"], \"session_ids\": [\"563697fc-2c99-4983-92b1-4592ba804195\", \"a923ef76-12ab-46a2-a343-ba85194cafb3\", \"4ccb7836-f1c1-4e50-877b-17430f306c87\", \"e69548ca-8a5d-4b57-9219-cf3f2ae99f9f\", \"749017d1-a65e-41aa-881c-3b93003394cd\", \"ae9ac772-8a33-4d39-bfed-1695079ab2e9\"], \"total_duration\": 1908.0, \"total_sessions\": 6, \"mean_week_duration\": 10.258}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"15235\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-12-18 11:49:17.000000+00:00\", \"2021-10-26 01:02:43.000000+00:00\", \"2021-12-14 07:53:20.000000+00:00\", \"2019-12-16 12:52:58.000000+00:00\", \"2020-10-14 18:34:25.000000+00:00\", \"2019-07-04 21:40:58.000000+00:00\"], \"session_ids\": [\"32ff6052-2003-4a0f-a22f-81af69627e1f\", \"a0250a5c-101e-4951-adff-18c1bf87b72e\", \"9c6b6e2b-55f1-436d-9411-696aa4560982\", \"1c42cd65-badd-48c9-bbad-7e3bbceb788a\", \"5764ebaf-3717-47d7-8bca-cb38ef44d8b9\", \"9a3b6d17-2634-49cf-9868-64ba511f68f3\"], \"total_duration\": 57.0, \"total_sessions\": 6, \"mean_week_duration\": 0.445}}, {\"59537\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-05-04 14:45:11.000000+00:00\", \"2019-11-17 10:43:15.000000+00:00\", \"2020-03-14 04:01:53.000000+00:00\"], \"session_ids\": [\"75050f7c-0aeb-48b0-9af9-31234a7cb0cd\", \"772f94d8-e71f-4217-90bf-66fd46afe09f\", \"34148094-c1f0-497a-846a-f268d9782a30\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.312}}, {\"99768\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-09-13 07:17:01.000000+00:00\", \"2021-10-31 02:10:22.000000+00:00\", \"2021-08-01 17:55:18.000000+00:00\", \"2020-10-11 08:24:17.000000+00:00\"], \"session_ids\": [\"fa808b42-a683-4d96-92eb-3a30e4d74008\", \"e1c141bb-4ee4-4b7f-8145-3e6e3252862d\", \"7d1c5d12-74fa-4a8d-a5b8-3cf01d9ef4fd\", \"93e0f604-94f9-4037-b73a-550b27c82a1b\"], \"total_duration\": 815.0, \"total_sessions\": 4, \"mean_week_duration\": 13.814}}]\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[{\"15235\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-12-18 11:49:17.000000+00:00\", \"2021-10-26 01:02:43.000000+00:00\", \"2021-12-14 07:53:20.000000+00:00\", \"2019-12-16 12:52:58.000000+00:00\", \"2020-10-14 18:34:25.000000+00:00\", \"2019-07-04 21:40:58.000000+00:00\"], \"session_ids\": [\"32ff6052-2003-4a0f-a22f-81af69627e1f\", \"a0250a5c-101e-4951-adff-18c1bf87b72e\", \"9c6b6e2b-55f1-436d-9411-696aa4560982\", \"1c42cd65-badd-48c9-bbad-7e3bbceb788a\", \"5764ebaf-3717-47d7-8bca-cb38ef44d8b9\", \"9a3b6d17-2634-49cf-9868-64ba511f68f3\"], \"total_duration\": 57.0, \"total_sessions\": 6, \"mean_week_duration\": 0.445}}, {\"59537\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-05-04 14:45:11.000000+00:00\", \"2019-11-17 10:43:15.000000+00:00\", \"2020-03-14 04:01:53.000000+00:00\"], \"session_ids\": [\"75050f7c-0aeb-48b0-9af9-31234a7cb0cd\", \"772f94d8-e71f-4217-90bf-66fd46afe09f\", \"34148094-c1f0-497a-846a-f268d9782a30\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.312}}, {\"99768\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-09-13 07:17:01.000000+00:00\", \"2021-10-31 02:10:22.000000+00:00\", \"2021-08-01 17:55:18.000000+00:00\", \"2020-10-11 08:24:17.000000+00:00\"], \"session_ids\": [\"fa808b42-a683-4d96-92eb-3a30e4d74008\", \"e1c141bb-4ee4-4b7f-8145-3e6e3252862d\", \"7d1c5d12-74fa-4a8d-a5b8-3cf01d9ef4fd\", \"93e0f604-94f9-4037-b73a-550b27c82a1b\"], \"total_duration\": 815.0, \"total_sessions\": 4, \"mean_week_duration\": 13.814}}]\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 currently live in city San Jose as well as carry out sorting by mean of duration of sessions per week risingly , display me only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"1329\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-05-23 03:09:50.000000+00:00\", \"2019-02-21 21:51:10.000000+00:00\", \"2020-05-26 07:59:40.000000+00:00\", \"2020-10-09 06:20:03.000000+00:00\", \"2019-07-21 06:14:52.000000+00:00\", \"2021-02-22 13:17:23.000000+00:00\", \"2019-02-19 11:25:08.000000+00:00\", \"2022-04-12 15:41:01.000000+00:00\", \"2023-02-23 15:35:25.000000+00:00\", \"2019-06-14 16:51:39.000000+00:00\", \"2021-05-18 02:52:09.000000+00:00\"], \"session_ids\": [\"fc09e4c0-aeb5-4f7f-904c-e44144f796c7\", \"a73642d9-0dc4-4dec-b439-552e71b84c54\", \"38d80d84-bb87-471c-929e-f55235eaace6\", \"1fe70564-707d-4bd0-afd9-c3b104469da9\", \"251f3367-7aae-406b-8fdd-55eda426c3a8\", \"f35e204a-140b-42ac-8efd-e673c5e792ba\", \"741040b5-e253-4d02-8e00-202ce2322336\", \"cc92c2af-a7bc-4b69-9488-90a43f9d7b79\", \"58f68fd8-e1d7-486d-98b3-8efaffacdd9e\", \"8d16a608-1ff9-48a3-921c-ff0bd33b6026\", \"f4e68e42-459b-438e-9b1f-a03cb64aa472\"], \"total_duration\": 1269.0, \"total_sessions\": 11, \"mean_week_duration\": 6.043}, \"17636\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-10-11 06:38:39.000000+00:00\", \"2019-12-29 07:01:55.000000+00:00\"], \"session_ids\": [\"097ca25e-e1c0-43d2-8e08-ca5460491804\", \"cdf36020-154f-46b5-972b-744d584c1cd9\"], \"total_duration\": 168.0, \"total_sessions\": 2, \"mean_week_duration\": 14.0}, \"33102\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-01-29 12:12:30.000000+00:00\", \"2022-01-11 03:06:22.000000+00:00\", \"2020-01-23 13:33:19.000000+00:00\"], \"session_ids\": [\"09d4d44e-0f2a-4700-8727-fe63379073f3\", \"441ed779-8dd6-4d56-b674-2595593483e8\", \"8b143607-9dec-4e5b-8e42-53bc1d5b4826\"], \"total_duration\": 186.0, \"total_sessions\": 3, \"mean_week_duration\": 1.208}, \"43789\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-07-10 16:38:08.000000+00:00\", \"2019-03-18 16:51:32.000000+00:00\", \"2019-06-16 06:36:21.000000+00:00\", \"2021-08-11 18:53:15.000000+00:00\", \"2022-03-22 01:20:26.000000+00:00\", \"2022-09-15 08:09:44.000000+00:00\", \"2022-08-18 21:19:51.000000+00:00\", \"2022-04-14 20:31:01.000000+00:00\", \"2022-05-13 23:05:13.000000+00:00\", \"2021-09-09 22:45:09.000000+00:00\"], \"session_ids\": [\"ae29baa0-2a3d-443b-a7f8-bf08b06d792d\", \"fad9d79c-1c44-45c0-9439-9d1fe570ab73\", \"d388f460-3084-4074-91dd-d7fac9c5dcea\", \"89f7da54-c59b-4269-9caa-c1d2d7d40c3a\", \"87b6cdce-c1a6-40de-aaa5-af73fd25d992\", \"9dc4ac7c-9931-4103-9c26-1ffeef3bee24\", \"df4b2eae-53b7-414b-ac3a-932790b24bf4\", \"a8101140-da95-459c-9c01-b0b36a723552\", \"05d3ef42-3987-4078-acd0-213d33cc23d6\", \"5a2e951e-d196-430b-b6ad-c6e028bdd0d1\"], \"total_duration\": 3531.0, \"total_sessions\": 10, \"mean_week_duration\": 19.295}, \"63249\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-26 19:23:36.000000+00:00\", \"2019-10-17 12:47:09.000000+00:00\", \"2023-03-15 11:12:47.000000+00:00\", \"2019-02-17 09:37:55.000000+00:00\", \"2019-12-11 01:04:49.000000+00:00\"], \"session_ids\": [\"04079011-80fa-43b9-bb34-ed0bc04ea2cc\", \"bb4f1c2d-2976-4ae5-b831-f8abc89b9b9f\", \"ecea9561-e2eb-4ab8-8209-6353a9cc7750\", \"cb56ba44-a268-4ca2-b96e-2adee6d4f3fb\", \"646b7558-0b46-41fd-9e1f-6d9d937e0e52\"], \"total_duration\": 2117.0, \"total_sessions\": 5, \"mean_week_duration\": 9.939}, \"50131\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-01-14 14:16:36.000000+00:00\", \"2021-11-04 12:34:29.000000+00:00\", \"2022-03-21 03:09:30.000000+00:00\", \"2020-01-11 06:17:17.000000+00:00\"], \"session_ids\": [\"ec167524-0280-4c2f-8788-0faf41a9597d\", \"5d18722c-8984-4746-84f6-eee1469f90bb\", \"d6df5e76-4c28-4edc-ae0e-42a50d0f0084\", \"bc345cf8-147a-4de8-9ffa-6e0907bc9b23\"], \"total_duration\": 751.0, \"total_sessions\": 4, \"mean_week_duration\": 6.53}, \"76748\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-12-01 20:44:56.000000+00:00\", \"2019-04-03 22:57:23.000000+00:00\"], \"session_ids\": [\"e6347e56-92b8-47ff-8c91-fda27a756cfb\", \"012943de-1903-4bc5-9879-b4cdfd735b06\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.152}, \"8589\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-06-14 03:31:46.000000+00:00\", \"2019-08-26 05:10:53.000000+00:00\"], \"session_ids\": [\"5dfe242b-1d7f-437e-a2fb-4a43f68fffd5\", \"4cdb00ab-7d6c-4b53-88e9-1885815b8ad4\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 0.457}, \"84376\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-06-22 05:47:22.000000+00:00\", \"2021-02-16 06:14:17.000000+00:00\"], \"session_ids\": [\"9c135d64-bb8f-4d2c-80f3-30e5b0b8ead3\", \"3dd7b34c-d772-46d8-98cf-d560926daea2\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 1.8}, \"7733\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-03-03 20:18:32.000000+00:00\", \"2022-08-01 02:09:14.000000+00:00\", \"2021-05-12 12:32:17.000000+00:00\", \"2020-02-17 20:41:13.000000+00:00\", \"2022-12-10 05:52:10.000000+00:00\"], \"session_ids\": [\"6153268e-ca46-4a56-a91d-9b44481b7a52\", \"c4098268-004d-4fe6-b211-4227e71840ab\", \"547efe89-bab6-4546-9be3-045f1c86a6b3\", \"b585e322-f631-4fe5-a0ac-43ebacd2fb12\", \"3edf39a7-af48-481c-aa70-7d66a7fbd1e9\"], \"total_duration\": 528.0, \"total_sessions\": 5, \"mean_week_duration\": 2.68}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is San Jose"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"San Jose\"]]}}}\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"
}
] |
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