conversations
list |
|---|
[
{
"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[{\"30501\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-06-21 06:52:10.000000+00:00\", \"2019-05-30 09:30:06.000000+00:00\", \"2022-01-20 14:02:48.000000+00:00\", \"2021-10-20 00:07:02.000000+00:00\", \"2022-08-08 02:35:39.000000+00:00\", \"2019-01-22 19:25:05.000000+00:00\"], \"session_ids\": [\"033b1e95-61a6-4c62-8c96-4454429c4971\", \"31e6c319-0c09-46e5-9b66-245fa50e88f8\", \"3359364e-fde9-459f-a21c-8109493d2a55\", \"f90ab752-6029-4710-aa23-e27f231fc6b7\", \"03ead791-cb3b-4e86-9f4b-3918a7c2b892\", \"450a34cc-e624-43b3-9f80-ec54f2c61a1d\"], \"total_duration\": 3544.0, \"total_sessions\": 6, \"mean_week_duration\": 15.409}}, {\"68297\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-06-12 05:59:34.000000+00:00\", \"2019-08-21 15:30:29.000000+00:00\"], \"session_ids\": [\"abc6a0c0-f318-4a15-974f-9c0ff4f17997\", \"343e9571-799a-403c-bcd6-e800d1e1417b\"], \"total_duration\": 468.0, \"total_sessions\": 2, \"mean_week_duration\": 3.184}}, {\"6288\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-05 19:24:23.000000+00:00\", \"2019-07-21 06:02:24.000000+00:00\"], \"session_ids\": [\"cc0a2760-2568-414b-a6a7-a2311f4ada99\", \"2570e00a-6ed5-401d-b1c8-89708c021fa1\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 2.63}}]\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[{\"30501\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-06-21 06:52:10.000000+00:00\", \"2019-05-30 09:30:06.000000+00:00\", \"2022-01-20 14:02:48.000000+00:00\", \"2021-10-20 00:07:02.000000+00:00\", \"2022-08-08 02:35:39.000000+00:00\", \"2019-01-22 19:25:05.000000+00:00\"], \"session_ids\": [\"033b1e95-61a6-4c62-8c96-4454429c4971\", \"31e6c319-0c09-46e5-9b66-245fa50e88f8\", \"3359364e-fde9-459f-a21c-8109493d2a55\", \"f90ab752-6029-4710-aa23-e27f231fc6b7\", \"03ead791-cb3b-4e86-9f4b-3918a7c2b892\", \"450a34cc-e624-43b3-9f80-ec54f2c61a1d\"], \"total_duration\": 3544.0, \"total_sessions\": 6, \"mean_week_duration\": 15.409}}, {\"68297\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-06-12 05:59:34.000000+00:00\", \"2019-08-21 15:30:29.000000+00:00\"], \"session_ids\": [\"abc6a0c0-f318-4a15-974f-9c0ff4f17997\", \"343e9571-799a-403c-bcd6-e800d1e1417b\"], \"total_duration\": 468.0, \"total_sessions\": 2, \"mean_week_duration\": 3.184}}, {\"6288\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-05 19:24:23.000000+00:00\", \"2019-07-21 06:02:24.000000+00:00\"], \"session_ids\": [\"cc0a2760-2568-414b-a6a7-a2311f4ada99\", \"2570e00a-6ed5-401d-b1c8-89708c021fa1\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 2.63}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide insights into users whose time spent on the site per week is smaller than 9 inclusively and apply sorting by town name 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{\"59424\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-06-04 22:35:48.000000+00:00\", \"2021-12-16 18:28:05.000000+00:00\"], \"session_ids\": [\"7cab8166-2889-4f6e-9aac-2992132dba3e\", \"e854ab8a-f33a-45c2-ba81-bbbb3851f3be\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 2.95}, \"97169\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-02-27 17:43:03.000000+00:00\", \"2022-06-02 17:59:51.000000+00:00\"], \"session_ids\": [\"4198eeea-e72e-4798-9150-cfe07900361e\", \"f8d1a637-ab55-44b1-b59a-d89a523a622f\"], \"total_duration\": 274.0, \"total_sessions\": 2, \"mean_week_duration\": 19.571}, \"24133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-25 20:09:36.000000+00:00\", \"2022-10-19 22:55:37.000000+00:00\"], \"session_ids\": [\"d67eb169-5289-4e7c-824f-eb49739e9756\", \"f573ed25-a5f8-4756-b4b6-a0daf5399073\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 25.0}, \"57047\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-07 07:44:17.000000+00:00\", \"2019-06-22 00:38:19.000000+00:00\", \"2019-12-21 16:54:22.000000+00:00\", \"2020-06-12 15:02:14.000000+00:00\", \"2022-11-16 08:42:21.000000+00:00\", \"2021-10-06 22:46:56.000000+00:00\"], \"session_ids\": [\"7911457b-39e9-4338-a170-3b40611b17b2\", \"ef3b5d6f-f69b-4055-b8be-65c04a9b36b2\", \"a18c05a0-9b19-4235-8f77-c6ef1f32cce0\", \"bd479a78-b28c-41bc-842f-10b24008b956\", \"29a19488-95ee-4284-9bce-680376dba19a\", \"241bbeca-6bcf-4978-ba4e-ba73e4420e3b\"], \"total_duration\": 3557.0, \"total_sessions\": 6, \"mean_week_duration\": 19.983}, \"89917\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-08-25 02:10:39.000000+00:00\", \"2019-07-11 18:15:50.000000+00:00\", \"2020-06-19 08:32:43.000000+00:00\", \"2022-02-15 22:19:05.000000+00:00\", \"2021-11-03 20:15:09.000000+00:00\"], \"session_ids\": [\"bfe85c0f-f2e9-4da4-83d6-64a8a6db0932\", \"2877517b-7057-42d4-915e-5ce5e8e34d6a\", \"b6c2035f-68fb-4ad6-9e94-69364293baa9\", \"73afca02-8ad7-4ce6-8a41-22d1bbc52e02\", \"914dcdd5-19d9-4938-a43c-d5dac2fcbd6a\"], \"total_duration\": 1811.0, \"total_sessions\": 5, \"mean_week_duration\": 13.316}, \"13715\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-03-19 22:34:13.000000+00:00\", \"2020-05-25 10:12:15.000000+00:00\", \"2021-12-20 05:17:52.000000+00:00\", \"2021-05-11 04:36:03.000000+00:00\", \"2021-12-30 12:25:58.000000+00:00\", \"2020-12-10 07:47:21.000000+00:00\", \"2020-12-25 01:32:16.000000+00:00\", \"2022-08-29 23:06:43.000000+00:00\"], \"session_ids\": [\"c89bf069-3146-4612-971a-32dc83964f27\", \"a9d8e6b9-06d6-4119-97e0-9aa1ace0c119\", \"47516a90-fb97-4448-a82d-c7c403f932e0\", \"28607ec2-6c38-4539-8bec-950852f1af6b\", \"6be0afe2-b67e-426e-a3ff-7c480f5bba77\", \"187270ab-93fb-488f-8b08-6a71cb55367d\", \"886e9a7f-71fd-4e9d-aaf0-f4c545b40c65\", \"4d3a2e0c-94fd-4388-b2b7-11ce6b0c961b\"], \"total_duration\": 12834.0, \"total_sessions\": 8, \"mean_week_duration\": 87.306}, \"69481\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2019-03-16 02:52:38.000000+00:00\", \"2019-12-05 20:52:17.000000+00:00\", \"2020-06-02 06:13:16.000000+00:00\"], \"session_ids\": [\"b9547e9e-6ebd-4cab-bb9f-eca2498580ea\", \"851addbc-4efb-41c3-badd-1b99351ca75a\", \"50df94e0-d98f-4339-9883-82a6fea83941\"], \"total_duration\": 331.0, \"total_sessions\": 3, \"mean_week_duration\": 5.172}, \"21903\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-08-22 08:54:31.000000+00:00\", \"2019-10-13 08:07:08.000000+00:00\"], \"session_ids\": [\"b2166cc7-bcac-47fd-8ac8-b51b81d383c1\", \"5044b7fd-5000-4639-9d92-9658e6e7f682\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 4.578}, \"71543\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-07-01 07:17:37.000000+00:00\", \"2019-10-20 15:28:34.000000+00:00\"], \"session_ids\": [\"1967f4fc-f038-4747-bd9b-9ae5ef2026b1\", \"666691ae-4902-46fa-9290-87d3917c4133\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 5.125}, \"10054\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-01-03 02:59:29.000000+00:00\", \"2019-10-27 02:05:00.000000+00:00\"], \"session_ids\": [\"4c390128-4d1d-4414-bc8e-b9584c535da6\", \"2071dae9-ef23-4b89-85a0-8350b3ad410c\"], \"total_duration\": 223.0, \"total_sessions\": 2, \"mean_week_duration\": 22.3}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or less than 9"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[9, 36]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"59424\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-06-04 22:35:48.000000+00:00\", \"2021-12-16 18:28:05.000000+00:00\"], \"session_ids\": [\"7cab8166-2889-4f6e-9aac-2992132dba3e\", \"e854ab8a-f33a-45c2-ba81-bbbb3851f3be\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 2.95}, \"69481\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2019-03-16 02:52:38.000000+00:00\", \"2019-12-05 20:52:17.000000+00:00\", \"2020-06-02 06:13:16.000000+00:00\"], \"session_ids\": [\"b9547e9e-6ebd-4cab-bb9f-eca2498580ea\", \"851addbc-4efb-41c3-badd-1b99351ca75a\", \"50df94e0-d98f-4339-9883-82a6fea83941\"], \"total_duration\": 331.0, \"total_sessions\": 3, \"mean_week_duration\": 5.172}, \"21903\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-08-22 08:54:31.000000+00:00\", \"2019-10-13 08:07:08.000000+00:00\"], \"session_ids\": [\"b2166cc7-bcac-47fd-8ac8-b51b81d383c1\", \"5044b7fd-5000-4639-9d92-9658e6e7f682\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 4.578}, \"71543\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-07-01 07:17:37.000000+00:00\", \"2019-10-20 15:28:34.000000+00:00\"], \"session_ids\": [\"1967f4fc-f038-4747-bd9b-9ae5ef2026b1\", \"666691ae-4902-46fa-9290-87d3917c4133\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 5.125}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"59424\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-06-04 22:35:48.000000+00:00\", \"2021-12-16 18:28:05.000000+00:00\"], \"session_ids\": [\"7cab8166-2889-4f6e-9aac-2992132dba3e\", \"e854ab8a-f33a-45c2-ba81-bbbb3851f3be\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 2.95}}, {\"69481\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2019-03-16 02:52:38.000000+00:00\", \"2019-12-05 20:52:17.000000+00:00\", \"2020-06-02 06:13:16.000000+00:00\"], \"session_ids\": [\"b9547e9e-6ebd-4cab-bb9f-eca2498580ea\", \"851addbc-4efb-41c3-badd-1b99351ca75a\", \"50df94e0-d98f-4339-9883-82a6fea83941\"], \"total_duration\": 331.0, \"total_sessions\": 3, \"mean_week_duration\": 5.172}}, {\"21903\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-08-22 08:54:31.000000+00:00\", \"2019-10-13 08:07:08.000000+00:00\"], \"session_ids\": [\"b2166cc7-bcac-47fd-8ac8-b51b81d383c1\", \"5044b7fd-5000-4639-9d92-9658e6e7f682\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 4.578}}, {\"71543\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-07-01 07:17:37.000000+00:00\", \"2019-10-20 15:28:34.000000+00:00\"], \"session_ids\": [\"1967f4fc-f038-4747-bd9b-9ae5ef2026b1\", \"666691ae-4902-46fa-9290-87d3917c4133\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 5.125}}]\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[{\"59424\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-06-04 22:35:48.000000+00:00\", \"2021-12-16 18:28:05.000000+00:00\"], \"session_ids\": [\"7cab8166-2889-4f6e-9aac-2992132dba3e\", \"e854ab8a-f33a-45c2-ba81-bbbb3851f3be\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 2.95}}, {\"69481\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2019-03-16 02:52:38.000000+00:00\", \"2019-12-05 20:52:17.000000+00:00\", \"2020-06-02 06:13:16.000000+00:00\"], \"session_ids\": [\"b9547e9e-6ebd-4cab-bb9f-eca2498580ea\", \"851addbc-4efb-41c3-badd-1b99351ca75a\", \"50df94e0-d98f-4339-9883-82a6fea83941\"], \"total_duration\": 331.0, \"total_sessions\": 3, \"mean_week_duration\": 5.172}}, {\"21903\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-08-22 08:54:31.000000+00:00\", \"2019-10-13 08:07:08.000000+00:00\"], \"session_ids\": [\"b2166cc7-bcac-47fd-8ac8-b51b81d383c1\", \"5044b7fd-5000-4639-9d92-9658e6e7f682\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 4.578}}, {\"71543\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-07-01 07:17:37.000000+00:00\", \"2019-10-20 15:28:34.000000+00:00\"], \"session_ids\": [\"1967f4fc-f038-4747-bd9b-9ae5ef2026b1\", \"666691ae-4902-46fa-9290-87d3917c4133\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 5.125}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Give me details on 5 users who have sum of sessions is bigger than 3 and strictly smaller than 5 , moreover put to use sorting by sum of sessions 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{\"85203\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-07-25 22:44:38.000000+00:00\", \"2022-11-28 22:08:15.000000+00:00\"], \"session_ids\": [\"756aae67-b86d-4ff6-99ae-36a8c25a681e\", \"5a9f2706-e8c2-49c1-87f3-8f1e9a083f13\"], \"total_duration\": 305.0, \"total_sessions\": 2, \"mean_week_duration\": 16.944}, \"56355\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-02-10 12:16:01.000000+00:00\", \"2019-07-07 02:55:40.000000+00:00\", \"2021-06-05 14:31:50.000000+00:00\", \"2022-10-28 05:20:31.000000+00:00\", \"2019-05-04 13:56:25.000000+00:00\", \"2020-08-16 12:18:14.000000+00:00\", \"2019-05-13 12:28:38.000000+00:00\", \"2021-12-25 09:12:22.000000+00:00\", \"2021-05-03 07:06:16.000000+00:00\", \"2021-01-12 21:14:18.000000+00:00\", \"2019-03-11 16:33:10.000000+00:00\"], \"session_ids\": [\"bf8dee31-122e-4564-a261-466bbd596636\", \"2a6d3a5d-3367-4a44-87e2-39cf31da9e55\", \"111b9b71-7291-49e4-9864-36a37b643343\", \"08997976-4f40-4c5b-9a8e-32865f5d5094\", \"1133abd0-b7f8-41ea-a266-cb52a2958613\", \"3b633557-d8eb-4b14-be07-afaf4bef7c27\", \"a95df756-7654-4c50-a6da-ad09651f5a5b\", \"d67f79a7-8db5-4024-b3cd-07fd4aa4937d\", \"f3cad614-c726-47f9-8a2a-8f6b298351a9\", \"87e9c7e0-ec73-41d8-966c-87fab888b453\", \"621b4c12-f9a6-4b6e-8798-ce35ff6038d8\"], \"total_duration\": 15742.0, \"total_sessions\": 11, \"mean_week_duration\": 81.144}, \"69909\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-02-08 18:18:29.000000+00:00\", \"2019-10-03 03:01:43.000000+00:00\", \"2021-08-30 11:23:07.000000+00:00\"], \"session_ids\": [\"498b6aad-8377-4234-b096-8b0f3f35a130\", \"15938587-e6b8-4921-a516-bf9fe4520ca7\", \"ff9ee70e-168b-4efa-b80f-90ef2325e58a\"], \"total_duration\": 49.0, \"total_sessions\": 3, \"mean_week_duration\": 0.398}, \"32630\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-05-21 07:08:42.000000+00:00\", \"2020-11-29 07:12:55.000000+00:00\"], \"session_ids\": [\"912854b3-2ffe-4ee4-ae44-e97bbd062501\", \"d8896613-c6f9-4217-b2c5-71ee3838eeff\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 10.24}, \"92033\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-06-06 05:44:47.000000+00:00\", \"2020-04-12 15:27:56.000000+00:00\"], \"session_ids\": [\"c7cbef62-eefa-449e-a671-789348e8d8c4\", \"97d24e59-0160-44d7-bd02-2c60738b656f\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.267}, \"23673\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-10-15 21:03:18.000000+00:00\", \"2021-08-11 06:11:20.000000+00:00\"], \"session_ids\": [\"acd907c8-3bb1-4502-bc11-7f8fe7a38c87\", \"e4225b4c-7f53-4e76-ac71-a64ca56cbd52\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.537}, \"1817\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2023-05-26 19:19:05.000000+00:00\", \"2022-04-13 19:01:17.000000+00:00\"], \"session_ids\": [\"ac9f6a12-6b4e-41bf-82d4-27dcb1ed8226\", \"0014cc45-9f4a-48b9-8ffd-03d6e125eb65\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.78}, \"17829\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-01-31 07:40:39.000000+00:00\", \"2019-07-04 03:10:43.000000+00:00\", \"2021-10-27 00:34:37.000000+00:00\"], \"session_ids\": [\"e4655b72-0819-447a-a6d1-85b6088c9a0c\", \"e26d8cab-b426-4d31-9787-cfe8ab2f5561\", \"9aff0481-f7c5-4b73-9518-7867f3302c0c\"], \"total_duration\": 441.0, \"total_sessions\": 3, \"mean_week_duration\": 2.358}, \"73741\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-02-15 16:39:14.000000+00:00\", \"2021-08-04 00:24:21.000000+00:00\", \"2021-06-06 04:07:11.000000+00:00\"], \"session_ids\": [\"bcdaf328-ccb9-43b0-b0b1-e672a00ac532\", \"c7930168-e17f-440c-b51e-94bc24dc8bac\", \"01489ff6-46c9-4ab5-ae53-289c9a6dd017\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.676}, \"98999\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-09-08 09:15:04.000000+00:00\", \"2019-11-09 15:20:27.000000+00:00\", \"2020-04-25 04:38:35.000000+00:00\"], \"session_ids\": [\"bf17be8e-9baf-47a6-baff-7018d9eee956\", \"86627bed-d2c6-424f-99c0-e4d2faac164e\", \"c717a94a-d817-45cb-a434-44d771852afd\"], \"total_duration\": 1101.0, \"total_sessions\": 3, \"mean_week_duration\": 25.023}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or greater than 3 and are less than 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{\"69909\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-02-08 18:18:29.000000+00:00\", \"2019-10-03 03:01:43.000000+00:00\", \"2021-08-30 11:23:07.000000+00:00\"], \"session_ids\": [\"498b6aad-8377-4234-b096-8b0f3f35a130\", \"15938587-e6b8-4921-a516-bf9fe4520ca7\", \"ff9ee70e-168b-4efa-b80f-90ef2325e58a\"], \"total_duration\": 49.0, \"total_sessions\": 3, \"mean_week_duration\": 0.398}, \"17829\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-01-31 07:40:39.000000+00:00\", \"2019-07-04 03:10:43.000000+00:00\", \"2021-10-27 00:34:37.000000+00:00\"], \"session_ids\": [\"e4655b72-0819-447a-a6d1-85b6088c9a0c\", \"e26d8cab-b426-4d31-9787-cfe8ab2f5561\", \"9aff0481-f7c5-4b73-9518-7867f3302c0c\"], \"total_duration\": 441.0, \"total_sessions\": 3, \"mean_week_duration\": 2.358}, \"73741\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-02-15 16:39:14.000000+00:00\", \"2021-08-04 00:24:21.000000+00:00\", \"2021-06-06 04:07:11.000000+00:00\"], \"session_ids\": [\"bcdaf328-ccb9-43b0-b0b1-e672a00ac532\", \"c7930168-e17f-440c-b51e-94bc24dc8bac\", \"01489ff6-46c9-4ab5-ae53-289c9a6dd017\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.676}, \"98999\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-09-08 09:15:04.000000+00:00\", \"2019-11-09 15:20:27.000000+00:00\", \"2020-04-25 04:38:35.000000+00:00\"], \"session_ids\": [\"bf17be8e-9baf-47a6-baff-7018d9eee956\", \"86627bed-d2c6-424f-99c0-e4d2faac164e\", \"c717a94a-d817-45cb-a434-44d771852afd\"], \"total_duration\": 1101.0, \"total_sessions\": 3, \"mean_week_duration\": 25.023}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_sessions attribute."
},
{
"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[{\"69909\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-02-08 18:18:29.000000+00:00\", \"2019-10-03 03:01:43.000000+00:00\", \"2021-08-30 11:23:07.000000+00:00\"], \"session_ids\": [\"498b6aad-8377-4234-b096-8b0f3f35a130\", \"15938587-e6b8-4921-a516-bf9fe4520ca7\", \"ff9ee70e-168b-4efa-b80f-90ef2325e58a\"], \"total_duration\": 49.0, \"total_sessions\": 3, \"mean_week_duration\": 0.398}}, {\"17829\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-01-31 07:40:39.000000+00:00\", \"2019-07-04 03:10:43.000000+00:00\", \"2021-10-27 00:34:37.000000+00:00\"], \"session_ids\": [\"e4655b72-0819-447a-a6d1-85b6088c9a0c\", \"e26d8cab-b426-4d31-9787-cfe8ab2f5561\", \"9aff0481-f7c5-4b73-9518-7867f3302c0c\"], \"total_duration\": 441.0, \"total_sessions\": 3, \"mean_week_duration\": 2.358}}, {\"73741\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-02-15 16:39:14.000000+00:00\", \"2021-08-04 00:24:21.000000+00:00\", \"2021-06-06 04:07:11.000000+00:00\"], \"session_ids\": [\"bcdaf328-ccb9-43b0-b0b1-e672a00ac532\", \"c7930168-e17f-440c-b51e-94bc24dc8bac\", \"01489ff6-46c9-4ab5-ae53-289c9a6dd017\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.676}}, {\"98999\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-09-08 09:15:04.000000+00:00\", \"2019-11-09 15:20:27.000000+00:00\", \"2020-04-25 04:38:35.000000+00:00\"], \"session_ids\": [\"bf17be8e-9baf-47a6-baff-7018d9eee956\", \"86627bed-d2c6-424f-99c0-e4d2faac164e\", \"c717a94a-d817-45cb-a434-44d771852afd\"], \"total_duration\": 1101.0, \"total_sessions\": 3, \"mean_week_duration\": 25.023}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 5 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"69909\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-02-08 18:18:29.000000+00:00\", \"2019-10-03 03:01:43.000000+00:00\", \"2021-08-30 11:23:07.000000+00:00\"], \"session_ids\": [\"498b6aad-8377-4234-b096-8b0f3f35a130\", \"15938587-e6b8-4921-a516-bf9fe4520ca7\", \"ff9ee70e-168b-4efa-b80f-90ef2325e58a\"], \"total_duration\": 49.0, \"total_sessions\": 3, \"mean_week_duration\": 0.398}}, {\"17829\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-01-31 07:40:39.000000+00:00\", \"2019-07-04 03:10:43.000000+00:00\", \"2021-10-27 00:34:37.000000+00:00\"], \"session_ids\": [\"e4655b72-0819-447a-a6d1-85b6088c9a0c\", \"e26d8cab-b426-4d31-9787-cfe8ab2f5561\", \"9aff0481-f7c5-4b73-9518-7867f3302c0c\"], \"total_duration\": 441.0, \"total_sessions\": 3, \"mean_week_duration\": 2.358}}, {\"73741\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-02-15 16:39:14.000000+00:00\", \"2021-08-04 00:24:21.000000+00:00\", \"2021-06-06 04:07:11.000000+00:00\"], \"session_ids\": [\"bcdaf328-ccb9-43b0-b0b1-e672a00ac532\", \"c7930168-e17f-440c-b51e-94bc24dc8bac\", \"01489ff6-46c9-4ab5-ae53-289c9a6dd017\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.676}}, {\"98999\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-09-08 09:15:04.000000+00:00\", \"2019-11-09 15:20:27.000000+00:00\", \"2020-04-25 04:38:35.000000+00:00\"], \"session_ids\": [\"bf17be8e-9baf-47a6-baff-7018d9eee956\", \"86627bed-d2c6-424f-99c0-e4d2faac164e\", \"c717a94a-d817-45cb-a434-44d771852afd\"], \"total_duration\": 1101.0, \"total_sessions\": 3, \"mean_week_duration\": 25.023}}]\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[{\"69909\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-02-08 18:18:29.000000+00:00\", \"2019-10-03 03:01:43.000000+00:00\", \"2021-08-30 11:23:07.000000+00:00\"], \"session_ids\": [\"498b6aad-8377-4234-b096-8b0f3f35a130\", \"15938587-e6b8-4921-a516-bf9fe4520ca7\", \"ff9ee70e-168b-4efa-b80f-90ef2325e58a\"], \"total_duration\": 49.0, \"total_sessions\": 3, \"mean_week_duration\": 0.398}}, {\"17829\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-01-31 07:40:39.000000+00:00\", \"2019-07-04 03:10:43.000000+00:00\", \"2021-10-27 00:34:37.000000+00:00\"], \"session_ids\": [\"e4655b72-0819-447a-a6d1-85b6088c9a0c\", \"e26d8cab-b426-4d31-9787-cfe8ab2f5561\", \"9aff0481-f7c5-4b73-9518-7867f3302c0c\"], \"total_duration\": 441.0, \"total_sessions\": 3, \"mean_week_duration\": 2.358}}, {\"73741\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-02-15 16:39:14.000000+00:00\", \"2021-08-04 00:24:21.000000+00:00\", \"2021-06-06 04:07:11.000000+00:00\"], \"session_ids\": [\"bcdaf328-ccb9-43b0-b0b1-e672a00ac532\", \"c7930168-e17f-440c-b51e-94bc24dc8bac\", \"01489ff6-46c9-4ab5-ae53-289c9a6dd017\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.676}}, {\"98999\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-09-08 09:15:04.000000+00:00\", \"2019-11-09 15:20:27.000000+00:00\", \"2020-04-25 04:38:35.000000+00:00\"], \"session_ids\": [\"bf17be8e-9baf-47a6-baff-7018d9eee956\", \"86627bed-d2c6-424f-99c0-e4d2faac164e\", \"c717a94a-d817-45cb-a434-44d771852afd\"], \"total_duration\": 1101.0, \"total_sessions\": 3, \"mean_week_duration\": 25.023}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about 5 users who have duration summation less than 445 inclusive as well as implement sorting by average of total time spent in the app per week risingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"61666\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-12-05 07:35:00.000000+00:00\", \"2019-01-07 23:47:46.000000+00:00\"], \"session_ids\": [\"6182d8a1-c718-42ef-954e-2a895fa69638\", \"3ec88038-414d-4fef-a03e-52c6c100c239\"], \"total_duration\": 331.0, \"total_sessions\": 2, \"mean_week_duration\": 1.623}, \"71201\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-06-07 15:47:47.000000+00:00\", \"2023-02-06 00:28:40.000000+00:00\", \"2020-04-12 23:42:05.000000+00:00\"], \"session_ids\": [\"30fdb7ed-5e2d-42db-9d0a-f165267dac04\", \"01ad323c-ffea-4034-a932-f6d40e3278b7\", \"fccc742f-ce13-42b4-99a5-62dba1e6801d\"], \"total_duration\": 202.0, \"total_sessions\": 3, \"mean_week_duration\": 1.374}, \"73333\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-05-31 23:27:42.000000+00:00\", \"2021-10-19 16:30:58.000000+00:00\", \"2022-06-03 06:50:38.000000+00:00\", \"2020-10-15 10:35:22.000000+00:00\"], \"session_ids\": [\"2efe3dfc-01b9-4df3-a390-8f78dc0b2aaa\", \"8c449c43-c5a1-4499-a688-d3d28a46af13\", \"d1a2e450-6e68-4669-ba17-71cdcfc36ea8\", \"003065aa-6069-4f68-9fce-53d7b2e4a6e6\"], \"total_duration\": 138.0, \"total_sessions\": 4, \"mean_week_duration\": 1.314}, \"59263\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-07-12 01:37:42.000000+00:00\", \"2022-04-13 00:21:16.000000+00:00\", \"2022-09-17 04:58:06.000000+00:00\", \"2019-03-31 22:43:53.000000+00:00\", \"2019-01-22 03:54:33.000000+00:00\"], \"session_ids\": [\"96d6019d-83de-4a8f-a6b6-d557edf23351\", \"cf69b5b6-77d3-4424-823a-af7fd1ed2db2\", \"bd390bc6-88fc-4516-a07b-5c31c10082d4\", \"caf2c1f7-de45-456a-a5a8-f4e79e33d657\", \"827d10c1-6a3f-4bca-9977-c10f712c723a\"], \"total_duration\": 3563.0, \"total_sessions\": 5, \"mean_week_duration\": 18.654}, \"44862\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-01-29 02:12:32.000000+00:00\", \"2023-01-03 09:40:21.000000+00:00\", \"2019-02-03 07:55:05.000000+00:00\", \"2022-08-02 18:14:03.000000+00:00\", \"2022-04-18 03:26:55.000000+00:00\", \"2022-01-27 04:13:27.000000+00:00\", \"2020-08-10 02:40:55.000000+00:00\", \"2022-05-03 13:59:44.000000+00:00\", \"2019-12-05 22:09:14.000000+00:00\", \"2021-07-21 23:33:20.000000+00:00\"], \"session_ids\": [\"1f141b5d-e04e-4d84-9bbe-2aac01f21335\", \"4d099715-8592-4051-89be-b440db8ed749\", \"680a90ba-8006-4086-b14c-48ba611b68a5\", \"783ec1da-31c2-4e88-911e-571f2eb99d15\", \"43c6b242-2194-4bac-8faf-7da59b956eeb\", \"d255f397-f04a-4d23-9b8d-fdbc2a2c25db\", \"9840a445-0375-486a-8144-bdaeb22e777f\", \"6884d4a0-342f-4b5b-98d9-63720c1319f3\", \"65dacee4-87cc-4a1b-bbd4-44e4337af325\", \"f7f5da61-f0a5-4334-aa75-1f8a86b406de\"], \"total_duration\": 15946.0, \"total_sessions\": 10, \"mean_week_duration\": 76.663}, \"56543\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-10-30 14:24:00.000000+00:00\", \"2020-03-24 07:30:55.000000+00:00\", \"2022-03-25 11:00:52.000000+00:00\", \"2022-01-31 07:10:29.000000+00:00\"], \"session_ids\": [\"d51ab7cb-2244-4ce2-ad2d-cdbf8b8d59fb\", \"04197719-e0c6-45e5-939b-738b6540c060\", \"623ca028-b9f5-4454-9d7e-f12648bb55c4\", \"d91980c5-3843-42c1-b464-4a79c23f3379\"], \"total_duration\": 44.0, \"total_sessions\": 4, \"mean_week_duration\": 0.419}, \"16196\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-12-18 15:34:08.000000+00:00\", \"2021-08-23 12:36:25.000000+00:00\"], \"session_ids\": [\"08d25b3f-000f-4a14-9f7b-a5d0b47d11e4\", \"bf62ffff-5898-4339-bf29-a3df83e7f371\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 2.706}, \"45422\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-08-25 10:22:53.000000+00:00\", \"2022-05-28 16:39:03.000000+00:00\", \"2019-02-01 12:52:38.000000+00:00\"], \"session_ids\": [\"d3cbeddc-cf0d-4005-97a9-63af5369c801\", \"a2b8210a-39e3-4885-83a5-b8598565d465\", \"412a6293-a283-448c-98b2-8893cad52494\"], \"total_duration\": 331.0, \"total_sessions\": 3, \"mean_week_duration\": 1.78}, \"81974\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-05-28 23:11:25.000000+00:00\", \"2020-06-17 14:04:01.000000+00:00\"], \"session_ids\": [\"d8204938-64c9-4a38-87ad-01c677cae976\", \"1227e501-6b83-43fd-99c8-612fc9dc31ff\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 3.882}, \"28610\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-10-09 20:19:05.000000+00:00\", \"2021-12-12 02:17:07.000000+00:00\", \"2019-08-15 18:21:37.000000+00:00\", \"2020-02-18 03:33:38.000000+00:00\", \"2019-04-06 16:43:44.000000+00:00\", \"2019-06-29 02:39:02.000000+00:00\", \"2022-06-28 13:34:26.000000+00:00\", \"2020-01-18 23:02:22.000000+00:00\", \"2021-04-09 17:55:26.000000+00:00\"], \"session_ids\": [\"bb760625-7479-45a7-a2d8-e18af8ce7f79\", \"df5391a3-39c0-4ff7-ac6d-7d8a2da20ebb\", \"7d469186-5feb-4050-88d5-1366f143514b\", \"0e5edd68-2f6b-4d0e-a469-8624ddfe9134\", \"fcd3b268-aadd-4712-b4c1-cd5e7c040c66\", \"e5fb41c6-3794-4b53-9d67-a9b388e52e91\", \"e812e40e-dc30-4a0b-8064-6a044c860bb4\", \"27233450-c46d-4abf-9a18-2ec282cbf475\", \"1dfc9ce2-86ee-4dd2-8650-d2e83b3b13cc\"], \"total_duration\": 1288.0, \"total_sessions\": 9, \"mean_week_duration\": 7.621}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or less than 445"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\"]]}, \"all_values\": {\"total_duration\": [[445, 4771]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"61666\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-12-05 07:35:00.000000+00:00\", \"2019-01-07 23:47:46.000000+00:00\"], \"session_ids\": [\"6182d8a1-c718-42ef-954e-2a895fa69638\", \"3ec88038-414d-4fef-a03e-52c6c100c239\"], \"total_duration\": 331.0, \"total_sessions\": 2, \"mean_week_duration\": 1.623}, \"71201\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-06-07 15:47:47.000000+00:00\", \"2023-02-06 00:28:40.000000+00:00\", \"2020-04-12 23:42:05.000000+00:00\"], \"session_ids\": [\"30fdb7ed-5e2d-42db-9d0a-f165267dac04\", \"01ad323c-ffea-4034-a932-f6d40e3278b7\", \"fccc742f-ce13-42b4-99a5-62dba1e6801d\"], \"total_duration\": 202.0, \"total_sessions\": 3, \"mean_week_duration\": 1.374}, \"73333\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-05-31 23:27:42.000000+00:00\", \"2021-10-19 16:30:58.000000+00:00\", \"2022-06-03 06:50:38.000000+00:00\", \"2020-10-15 10:35:22.000000+00:00\"], \"session_ids\": [\"2efe3dfc-01b9-4df3-a390-8f78dc0b2aaa\", \"8c449c43-c5a1-4499-a688-d3d28a46af13\", \"d1a2e450-6e68-4669-ba17-71cdcfc36ea8\", \"003065aa-6069-4f68-9fce-53d7b2e4a6e6\"], \"total_duration\": 138.0, \"total_sessions\": 4, \"mean_week_duration\": 1.314}, \"56543\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-10-30 14:24:00.000000+00:00\", \"2020-03-24 07:30:55.000000+00:00\", \"2022-03-25 11:00:52.000000+00:00\", \"2022-01-31 07:10:29.000000+00:00\"], \"session_ids\": [\"d51ab7cb-2244-4ce2-ad2d-cdbf8b8d59fb\", \"04197719-e0c6-45e5-939b-738b6540c060\", \"623ca028-b9f5-4454-9d7e-f12648bb55c4\", \"d91980c5-3843-42c1-b464-4a79c23f3379\"], \"total_duration\": 44.0, \"total_sessions\": 4, \"mean_week_duration\": 0.419}, \"16196\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-12-18 15:34:08.000000+00:00\", \"2021-08-23 12:36:25.000000+00:00\"], \"session_ids\": [\"08d25b3f-000f-4a14-9f7b-a5d0b47d11e4\", \"bf62ffff-5898-4339-bf29-a3df83e7f371\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 2.706}, \"45422\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-08-25 10:22:53.000000+00:00\", \"2022-05-28 16:39:03.000000+00:00\", \"2019-02-01 12:52:38.000000+00:00\"], \"session_ids\": [\"d3cbeddc-cf0d-4005-97a9-63af5369c801\", \"a2b8210a-39e3-4885-83a5-b8598565d465\", \"412a6293-a283-448c-98b2-8893cad52494\"], \"total_duration\": 331.0, \"total_sessions\": 3, \"mean_week_duration\": 1.78}, \"81974\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-05-28 23:11:25.000000+00:00\", \"2020-06-17 14:04:01.000000+00:00\"], \"session_ids\": [\"d8204938-64c9-4a38-87ad-01c677cae976\", \"1227e501-6b83-43fd-99c8-612fc9dc31ff\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 3.882}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"56543\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-10-30 14:24:00.000000+00:00\", \"2020-03-24 07:30:55.000000+00:00\", \"2022-03-25 11:00:52.000000+00:00\", \"2022-01-31 07:10:29.000000+00:00\"], \"session_ids\": [\"d51ab7cb-2244-4ce2-ad2d-cdbf8b8d59fb\", \"04197719-e0c6-45e5-939b-738b6540c060\", \"623ca028-b9f5-4454-9d7e-f12648bb55c4\", \"d91980c5-3843-42c1-b464-4a79c23f3379\"], \"total_duration\": 44.0, \"total_sessions\": 4, \"mean_week_duration\": 0.419}}, {\"73333\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-05-31 23:27:42.000000+00:00\", \"2021-10-19 16:30:58.000000+00:00\", \"2022-06-03 06:50:38.000000+00:00\", \"2020-10-15 10:35:22.000000+00:00\"], \"session_ids\": [\"2efe3dfc-01b9-4df3-a390-8f78dc0b2aaa\", \"8c449c43-c5a1-4499-a688-d3d28a46af13\", \"d1a2e450-6e68-4669-ba17-71cdcfc36ea8\", \"003065aa-6069-4f68-9fce-53d7b2e4a6e6\"], \"total_duration\": 138.0, \"total_sessions\": 4, \"mean_week_duration\": 1.314}}, {\"71201\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-06-07 15:47:47.000000+00:00\", \"2023-02-06 00:28:40.000000+00:00\", \"2020-04-12 23:42:05.000000+00:00\"], \"session_ids\": [\"30fdb7ed-5e2d-42db-9d0a-f165267dac04\", \"01ad323c-ffea-4034-a932-f6d40e3278b7\", \"fccc742f-ce13-42b4-99a5-62dba1e6801d\"], \"total_duration\": 202.0, \"total_sessions\": 3, \"mean_week_duration\": 1.374}}, {\"61666\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-12-05 07:35:00.000000+00:00\", \"2019-01-07 23:47:46.000000+00:00\"], \"session_ids\": [\"6182d8a1-c718-42ef-954e-2a895fa69638\", \"3ec88038-414d-4fef-a03e-52c6c100c239\"], \"total_duration\": 331.0, \"total_sessions\": 2, \"mean_week_duration\": 1.623}}, {\"45422\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-08-25 10:22:53.000000+00:00\", \"2022-05-28 16:39:03.000000+00:00\", \"2019-02-01 12:52:38.000000+00:00\"], \"session_ids\": [\"d3cbeddc-cf0d-4005-97a9-63af5369c801\", \"a2b8210a-39e3-4885-83a5-b8598565d465\", \"412a6293-a283-448c-98b2-8893cad52494\"], \"total_duration\": 331.0, \"total_sessions\": 3, \"mean_week_duration\": 1.78}}, {\"16196\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-12-18 15:34:08.000000+00:00\", \"2021-08-23 12:36:25.000000+00:00\"], \"session_ids\": [\"08d25b3f-000f-4a14-9f7b-a5d0b47d11e4\", \"bf62ffff-5898-4339-bf29-a3df83e7f371\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 2.706}}, {\"81974\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-05-28 23:11:25.000000+00:00\", \"2020-06-17 14:04:01.000000+00:00\"], \"session_ids\": [\"d8204938-64c9-4a38-87ad-01c677cae976\", \"1227e501-6b83-43fd-99c8-612fc9dc31ff\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 3.882}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 5 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"56543\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-10-30 14:24:00.000000+00:00\", \"2020-03-24 07:30:55.000000+00:00\", \"2022-03-25 11:00:52.000000+00:00\", \"2022-01-31 07:10:29.000000+00:00\"], \"session_ids\": [\"d51ab7cb-2244-4ce2-ad2d-cdbf8b8d59fb\", \"04197719-e0c6-45e5-939b-738b6540c060\", \"623ca028-b9f5-4454-9d7e-f12648bb55c4\", \"d91980c5-3843-42c1-b464-4a79c23f3379\"], \"total_duration\": 44.0, \"total_sessions\": 4, \"mean_week_duration\": 0.419}}, {\"73333\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-05-31 23:27:42.000000+00:00\", \"2021-10-19 16:30:58.000000+00:00\", \"2022-06-03 06:50:38.000000+00:00\", \"2020-10-15 10:35:22.000000+00:00\"], \"session_ids\": [\"2efe3dfc-01b9-4df3-a390-8f78dc0b2aaa\", \"8c449c43-c5a1-4499-a688-d3d28a46af13\", \"d1a2e450-6e68-4669-ba17-71cdcfc36ea8\", \"003065aa-6069-4f68-9fce-53d7b2e4a6e6\"], \"total_duration\": 138.0, \"total_sessions\": 4, \"mean_week_duration\": 1.314}}, {\"71201\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-06-07 15:47:47.000000+00:00\", \"2023-02-06 00:28:40.000000+00:00\", \"2020-04-12 23:42:05.000000+00:00\"], \"session_ids\": [\"30fdb7ed-5e2d-42db-9d0a-f165267dac04\", \"01ad323c-ffea-4034-a932-f6d40e3278b7\", \"fccc742f-ce13-42b4-99a5-62dba1e6801d\"], \"total_duration\": 202.0, \"total_sessions\": 3, \"mean_week_duration\": 1.374}}, {\"61666\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-12-05 07:35:00.000000+00:00\", \"2019-01-07 23:47:46.000000+00:00\"], \"session_ids\": [\"6182d8a1-c718-42ef-954e-2a895fa69638\", \"3ec88038-414d-4fef-a03e-52c6c100c239\"], \"total_duration\": 331.0, \"total_sessions\": 2, \"mean_week_duration\": 1.623}}, {\"45422\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-08-25 10:22:53.000000+00:00\", \"2022-05-28 16:39:03.000000+00:00\", \"2019-02-01 12:52:38.000000+00:00\"], \"session_ids\": [\"d3cbeddc-cf0d-4005-97a9-63af5369c801\", \"a2b8210a-39e3-4885-83a5-b8598565d465\", \"412a6293-a283-448c-98b2-8893cad52494\"], \"total_duration\": 331.0, \"total_sessions\": 3, \"mean_week_duration\": 1.78}}]\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[{\"56543\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-10-30 14:24:00.000000+00:00\", \"2020-03-24 07:30:55.000000+00:00\", \"2022-03-25 11:00:52.000000+00:00\", \"2022-01-31 07:10:29.000000+00:00\"], \"session_ids\": [\"d51ab7cb-2244-4ce2-ad2d-cdbf8b8d59fb\", \"04197719-e0c6-45e5-939b-738b6540c060\", \"623ca028-b9f5-4454-9d7e-f12648bb55c4\", \"d91980c5-3843-42c1-b464-4a79c23f3379\"], \"total_duration\": 44.0, \"total_sessions\": 4, \"mean_week_duration\": 0.419}}, {\"73333\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-05-31 23:27:42.000000+00:00\", \"2021-10-19 16:30:58.000000+00:00\", \"2022-06-03 06:50:38.000000+00:00\", \"2020-10-15 10:35:22.000000+00:00\"], \"session_ids\": [\"2efe3dfc-01b9-4df3-a390-8f78dc0b2aaa\", \"8c449c43-c5a1-4499-a688-d3d28a46af13\", \"d1a2e450-6e68-4669-ba17-71cdcfc36ea8\", \"003065aa-6069-4f68-9fce-53d7b2e4a6e6\"], \"total_duration\": 138.0, \"total_sessions\": 4, \"mean_week_duration\": 1.314}}, {\"71201\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-06-07 15:47:47.000000+00:00\", \"2023-02-06 00:28:40.000000+00:00\", \"2020-04-12 23:42:05.000000+00:00\"], \"session_ids\": [\"30fdb7ed-5e2d-42db-9d0a-f165267dac04\", \"01ad323c-ffea-4034-a932-f6d40e3278b7\", \"fccc742f-ce13-42b4-99a5-62dba1e6801d\"], \"total_duration\": 202.0, \"total_sessions\": 3, \"mean_week_duration\": 1.374}}, {\"61666\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-12-05 07:35:00.000000+00:00\", \"2019-01-07 23:47:46.000000+00:00\"], \"session_ids\": [\"6182d8a1-c718-42ef-954e-2a895fa69638\", \"3ec88038-414d-4fef-a03e-52c6c100c239\"], \"total_duration\": 331.0, \"total_sessions\": 2, \"mean_week_duration\": 1.623}}, {\"45422\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-08-25 10:22:53.000000+00:00\", \"2022-05-28 16:39:03.000000+00:00\", \"2019-02-01 12:52:38.000000+00:00\"], \"session_ids\": [\"d3cbeddc-cf0d-4005-97a9-63af5369c801\", \"a2b8210a-39e3-4885-83a5-b8598565d465\", \"412a6293-a283-448c-98b2-8893cad52494\"], \"total_duration\": 331.0, \"total_sessions\": 3, \"mean_week_duration\": 1.78}}]\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": "Show 6 users to me I can't find living in cities Cape Town, Budapest, Copenhagen, Nassau, Kuala Lumpur plus implement sorting by time in app in desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"76599\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-04-18 22:53:32.000000+00:00\", \"2022-07-05 06:48:47.000000+00:00\", \"2019-08-29 15:34:44.000000+00:00\", \"2020-06-02 10:44:42.000000+00:00\", \"2022-02-03 06:17:20.000000+00:00\"], \"session_ids\": [\"716208c1-5b80-4141-9f00-316bc758068d\", \"1cf8e1e4-ae29-4400-8b2d-521f2f81d387\", \"2811ca7f-0421-4920-b7cb-30bd9de5cbc4\", \"11031524-7050-481c-8d33-f8d78b3ec00c\", \"f2e317e7-1941-4ac5-9c16-62b567677187\"], \"total_duration\": 1104.0, \"total_sessions\": 5, \"mean_week_duration\": 5.811}, \"79117\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-11-16 11:17:41.000000+00:00\", \"2019-08-09 18:43:31.000000+00:00\"], \"session_ids\": [\"931ea7ac-dffe-4607-b8de-9707f8c35c10\", \"cd0d6f75-755e-4547-af61-3c50b3ab22c6\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 1.075}, \"9569\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-07-01 08:44:29.000000+00:00\", \"2020-05-08 13:11:35.000000+00:00\"], \"session_ids\": [\"2bb9269b-b8c3-4fa3-9cbf-2bcc88ffcb1f\", \"5aac0b48-1d21-48a5-be87-1aaf3935128e\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 3.017}, \"73100\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-08-17 22:14:48.000000+00:00\", \"2022-09-09 05:49:57.000000+00:00\", \"2019-05-18 22:57:31.000000+00:00\", \"2020-03-05 09:24:40.000000+00:00\", \"2019-07-19 21:00:15.000000+00:00\", \"2020-04-10 14:24:08.000000+00:00\", \"2021-12-29 22:36:37.000000+00:00\"], \"session_ids\": [\"d18811dc-3909-4998-9c64-a21419891c3d\", \"8eacb759-9abc-4e98-8fd6-bdc1dce0754c\", \"5b8cb320-35a5-4fae-8052-4db932dce15e\", \"d25801d0-d2d4-436c-af6f-9d0ad7a5593e\", \"7d6b8515-ae1c-4d8e-9db6-6c8d6aff51c0\", \"31aa3867-d677-4d09-b0ef-d0dadba50973\", \"b87ab2b3-e06d-4b33-81a4-fdf7c192a4a9\"], \"total_duration\": 113.0, \"total_sessions\": 7, \"mean_week_duration\": 0.653}, \"7436\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-07-17 18:17:19.000000+00:00\", \"2022-08-14 11:18:10.000000+00:00\"], \"session_ids\": [\"d2fb20d1-76f6-4339-9f51-7bc31b3c6fe0\", \"b91dcfd6-e824-483e-81e6-65b9dda60c66\"], \"total_duration\": 469.0, \"total_sessions\": 2, \"mean_week_duration\": 8.375}, \"68627\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-08-25 12:58:35.000000+00:00\", \"2022-06-06 19:35:34.000000+00:00\", \"2020-12-01 19:16:26.000000+00:00\", \"2023-03-24 20:04:34.000000+00:00\"], \"session_ids\": [\"6f755681-ce84-4fb3-993a-24322bb57f4b\", \"fd489ba0-374d-4cb8-a075-01e7c020a111\", \"62010697-455f-4ac7-a65b-077883b5268f\", \"bff41d17-84fb-4780-b32b-4a5b75ab2e80\"], \"total_duration\": 210.0, \"total_sessions\": 4, \"mean_week_duration\": 1.736}, \"33949\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 4, \"Apply Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-09-15 08:52:52.000000+00:00\", \"2019-06-11 19:10:05.000000+00:00\"], \"session_ids\": [\"c7b1463f-315c-4ddc-9dcd-acdbb026be37\", \"fd61f6a2-2153-4080-871f-a4e30671304d\"], \"total_duration\": 352.0, \"total_sessions\": 2, \"mean_week_duration\": 5.333}, \"20136\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-02-09 09:21:49.000000+00:00\", \"2021-05-10 15:18:57.000000+00:00\", \"2019-04-25 21:19:02.000000+00:00\"], \"session_ids\": [\"3a4d6ed9-6ce2-4249-9baa-79d0db60d91f\", \"d213b37e-770c-4af3-9c02-04ef8d4826da\", \"3fe98cbe-32bd-4591-b026-639260c80a9b\"], \"total_duration\": 163.0, \"total_sessions\": 3, \"mean_week_duration\": 1.523}, \"17561\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-01 23:44:49.000000+00:00\", \"2023-05-26 02:03:00.000000+00:00\", \"2020-04-18 07:41:23.000000+00:00\", \"2022-02-28 06:59:24.000000+00:00\", \"2022-03-02 15:42:29.000000+00:00\", \"2022-10-10 11:33:30.000000+00:00\", \"2023-04-30 11:31:09.000000+00:00\", \"2020-07-19 05:18:20.000000+00:00\", \"2020-09-07 01:21:14.000000+00:00\", \"2023-01-06 23:45:27.000000+00:00\"], \"session_ids\": [\"604d3c39-ac13-4a89-9d21-48a09a36678a\", \"cca17600-5d65-4c72-992c-ac42ca3092d4\", \"7d04d3a9-3fad-4859-86fd-3ea7f3a82286\", \"499a62c2-e7b9-4a3b-9ef9-9c36589efc3f\", \"f18290c7-b33d-4ffe-87c7-87a6a042fdb7\", \"3f8ab7d9-9b54-4b17-8794-06a406131168\", \"ba8d6f68-d1c2-4cde-98f5-e7f1d25c9b67\", \"7d87042d-8f5e-49d5-bde7-defd61fcf325\", \"4c7e49d9-8b82-4b42-9cde-82882d13dee9\", \"fb5946e4-c2b1-48ed-99ce-1bbb43173a81\"], \"total_duration\": 2624.0, \"total_sessions\": 10, \"mean_week_duration\": 16.198}, \"25987\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-24 09:36:56.000000+00:00\", \"2023-05-05 12:59:46.000000+00:00\"], \"session_ids\": [\"815ecc39-6d7a-4aff-b125-3ac29211c651\", \"9b039e7a-fa59-4beb-8cef-96e0d12203ac\"], \"total_duration\": 185.0, \"total_sessions\": 2, \"mean_week_duration\": 0.877}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not Cape Town, Budapest, Copenhagen, Nassau, Kuala Lumpur"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Cape Town\", \"Budapest\", \"Copenhagen\", \"Nassau\", \"Kuala Lumpur\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"76599\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-04-18 22:53:32.000000+00:00\", \"2022-07-05 06:48:47.000000+00:00\", \"2019-08-29 15:34:44.000000+00:00\", \"2020-06-02 10:44:42.000000+00:00\", \"2022-02-03 06:17:20.000000+00:00\"], \"session_ids\": [\"716208c1-5b80-4141-9f00-316bc758068d\", \"1cf8e1e4-ae29-4400-8b2d-521f2f81d387\", \"2811ca7f-0421-4920-b7cb-30bd9de5cbc4\", \"11031524-7050-481c-8d33-f8d78b3ec00c\", \"f2e317e7-1941-4ac5-9c16-62b567677187\"], \"total_duration\": 1104.0, \"total_sessions\": 5, \"mean_week_duration\": 5.811}, \"79117\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-11-16 11:17:41.000000+00:00\", \"2019-08-09 18:43:31.000000+00:00\"], \"session_ids\": [\"931ea7ac-dffe-4607-b8de-9707f8c35c10\", \"cd0d6f75-755e-4547-af61-3c50b3ab22c6\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 1.075}, \"9569\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-07-01 08:44:29.000000+00:00\", \"2020-05-08 13:11:35.000000+00:00\"], \"session_ids\": [\"2bb9269b-b8c3-4fa3-9cbf-2bcc88ffcb1f\", \"5aac0b48-1d21-48a5-be87-1aaf3935128e\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 3.017}, \"73100\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-08-17 22:14:48.000000+00:00\", \"2022-09-09 05:49:57.000000+00:00\", \"2019-05-18 22:57:31.000000+00:00\", \"2020-03-05 09:24:40.000000+00:00\", \"2019-07-19 21:00:15.000000+00:00\", \"2020-04-10 14:24:08.000000+00:00\", \"2021-12-29 22:36:37.000000+00:00\"], \"session_ids\": [\"d18811dc-3909-4998-9c64-a21419891c3d\", \"8eacb759-9abc-4e98-8fd6-bdc1dce0754c\", \"5b8cb320-35a5-4fae-8052-4db932dce15e\", \"d25801d0-d2d4-436c-af6f-9d0ad7a5593e\", \"7d6b8515-ae1c-4d8e-9db6-6c8d6aff51c0\", \"31aa3867-d677-4d09-b0ef-d0dadba50973\", \"b87ab2b3-e06d-4b33-81a4-fdf7c192a4a9\"], \"total_duration\": 113.0, \"total_sessions\": 7, \"mean_week_duration\": 0.653}, \"7436\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-07-17 18:17:19.000000+00:00\", \"2022-08-14 11:18:10.000000+00:00\"], \"session_ids\": [\"d2fb20d1-76f6-4339-9f51-7bc31b3c6fe0\", \"b91dcfd6-e824-483e-81e6-65b9dda60c66\"], \"total_duration\": 469.0, \"total_sessions\": 2, \"mean_week_duration\": 8.375}, \"68627\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-08-25 12:58:35.000000+00:00\", \"2022-06-06 19:35:34.000000+00:00\", \"2020-12-01 19:16:26.000000+00:00\", \"2023-03-24 20:04:34.000000+00:00\"], \"session_ids\": [\"6f755681-ce84-4fb3-993a-24322bb57f4b\", \"fd489ba0-374d-4cb8-a075-01e7c020a111\", \"62010697-455f-4ac7-a65b-077883b5268f\", \"bff41d17-84fb-4780-b32b-4a5b75ab2e80\"], \"total_duration\": 210.0, \"total_sessions\": 4, \"mean_week_duration\": 1.736}, \"33949\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 4, \"Apply Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-09-15 08:52:52.000000+00:00\", \"2019-06-11 19:10:05.000000+00:00\"], \"session_ids\": [\"c7b1463f-315c-4ddc-9dcd-acdbb026be37\", \"fd61f6a2-2153-4080-871f-a4e30671304d\"], \"total_duration\": 352.0, \"total_sessions\": 2, \"mean_week_duration\": 5.333}, \"20136\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-02-09 09:21:49.000000+00:00\", \"2021-05-10 15:18:57.000000+00:00\", \"2019-04-25 21:19:02.000000+00:00\"], \"session_ids\": [\"3a4d6ed9-6ce2-4249-9baa-79d0db60d91f\", \"d213b37e-770c-4af3-9c02-04ef8d4826da\", \"3fe98cbe-32bd-4591-b026-639260c80a9b\"], \"total_duration\": 163.0, \"total_sessions\": 3, \"mean_week_duration\": 1.523}, \"17561\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-01 23:44:49.000000+00:00\", \"2023-05-26 02:03:00.000000+00:00\", \"2020-04-18 07:41:23.000000+00:00\", \"2022-02-28 06:59:24.000000+00:00\", \"2022-03-02 15:42:29.000000+00:00\", \"2022-10-10 11:33:30.000000+00:00\", \"2023-04-30 11:31:09.000000+00:00\", \"2020-07-19 05:18:20.000000+00:00\", \"2020-09-07 01:21:14.000000+00:00\", \"2023-01-06 23:45:27.000000+00:00\"], \"session_ids\": [\"604d3c39-ac13-4a89-9d21-48a09a36678a\", \"cca17600-5d65-4c72-992c-ac42ca3092d4\", \"7d04d3a9-3fad-4859-86fd-3ea7f3a82286\", \"499a62c2-e7b9-4a3b-9ef9-9c36589efc3f\", \"f18290c7-b33d-4ffe-87c7-87a6a042fdb7\", \"3f8ab7d9-9b54-4b17-8794-06a406131168\", \"ba8d6f68-d1c2-4cde-98f5-e7f1d25c9b67\", \"7d87042d-8f5e-49d5-bde7-defd61fcf325\", \"4c7e49d9-8b82-4b42-9cde-82882d13dee9\", \"fb5946e4-c2b1-48ed-99ce-1bbb43173a81\"], \"total_duration\": 2624.0, \"total_sessions\": 10, \"mean_week_duration\": 16.198}, \"25987\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-24 09:36:56.000000+00:00\", \"2023-05-05 12:59:46.000000+00:00\"], \"session_ids\": [\"815ecc39-6d7a-4aff-b125-3ac29211c651\", \"9b039e7a-fa59-4beb-8cef-96e0d12203ac\"], \"total_duration\": 185.0, \"total_sessions\": 2, \"mean_week_duration\": 0.877}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"17561\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-01 23:44:49.000000+00:00\", \"2023-05-26 02:03:00.000000+00:00\", \"2020-04-18 07:41:23.000000+00:00\", \"2022-02-28 06:59:24.000000+00:00\", \"2022-03-02 15:42:29.000000+00:00\", \"2022-10-10 11:33:30.000000+00:00\", \"2023-04-30 11:31:09.000000+00:00\", \"2020-07-19 05:18:20.000000+00:00\", \"2020-09-07 01:21:14.000000+00:00\", \"2023-01-06 23:45:27.000000+00:00\"], \"session_ids\": [\"604d3c39-ac13-4a89-9d21-48a09a36678a\", \"cca17600-5d65-4c72-992c-ac42ca3092d4\", \"7d04d3a9-3fad-4859-86fd-3ea7f3a82286\", \"499a62c2-e7b9-4a3b-9ef9-9c36589efc3f\", \"f18290c7-b33d-4ffe-87c7-87a6a042fdb7\", \"3f8ab7d9-9b54-4b17-8794-06a406131168\", \"ba8d6f68-d1c2-4cde-98f5-e7f1d25c9b67\", \"7d87042d-8f5e-49d5-bde7-defd61fcf325\", \"4c7e49d9-8b82-4b42-9cde-82882d13dee9\", \"fb5946e4-c2b1-48ed-99ce-1bbb43173a81\"], \"total_duration\": 2624.0, \"total_sessions\": 10, \"mean_week_duration\": 16.198}}, {\"76599\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-04-18 22:53:32.000000+00:00\", \"2022-07-05 06:48:47.000000+00:00\", \"2019-08-29 15:34:44.000000+00:00\", \"2020-06-02 10:44:42.000000+00:00\", \"2022-02-03 06:17:20.000000+00:00\"], \"session_ids\": [\"716208c1-5b80-4141-9f00-316bc758068d\", \"1cf8e1e4-ae29-4400-8b2d-521f2f81d387\", \"2811ca7f-0421-4920-b7cb-30bd9de5cbc4\", \"11031524-7050-481c-8d33-f8d78b3ec00c\", \"f2e317e7-1941-4ac5-9c16-62b567677187\"], \"total_duration\": 1104.0, \"total_sessions\": 5, \"mean_week_duration\": 5.811}}, {\"7436\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-07-17 18:17:19.000000+00:00\", \"2022-08-14 11:18:10.000000+00:00\"], \"session_ids\": [\"d2fb20d1-76f6-4339-9f51-7bc31b3c6fe0\", \"b91dcfd6-e824-483e-81e6-65b9dda60c66\"], \"total_duration\": 469.0, \"total_sessions\": 2, \"mean_week_duration\": 8.375}}, {\"33949\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 4, \"Apply Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-09-15 08:52:52.000000+00:00\", \"2019-06-11 19:10:05.000000+00:00\"], \"session_ids\": [\"c7b1463f-315c-4ddc-9dcd-acdbb026be37\", \"fd61f6a2-2153-4080-871f-a4e30671304d\"], \"total_duration\": 352.0, \"total_sessions\": 2, \"mean_week_duration\": 5.333}}, {\"68627\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-08-25 12:58:35.000000+00:00\", \"2022-06-06 19:35:34.000000+00:00\", \"2020-12-01 19:16:26.000000+00:00\", \"2023-03-24 20:04:34.000000+00:00\"], \"session_ids\": [\"6f755681-ce84-4fb3-993a-24322bb57f4b\", \"fd489ba0-374d-4cb8-a075-01e7c020a111\", \"62010697-455f-4ac7-a65b-077883b5268f\", \"bff41d17-84fb-4780-b32b-4a5b75ab2e80\"], \"total_duration\": 210.0, \"total_sessions\": 4, \"mean_week_duration\": 1.736}}, {\"25987\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-24 09:36:56.000000+00:00\", \"2023-05-05 12:59:46.000000+00:00\"], \"session_ids\": [\"815ecc39-6d7a-4aff-b125-3ac29211c651\", \"9b039e7a-fa59-4beb-8cef-96e0d12203ac\"], \"total_duration\": 185.0, \"total_sessions\": 2, \"mean_week_duration\": 0.877}}, {\"9569\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-07-01 08:44:29.000000+00:00\", \"2020-05-08 13:11:35.000000+00:00\"], \"session_ids\": [\"2bb9269b-b8c3-4fa3-9cbf-2bcc88ffcb1f\", \"5aac0b48-1d21-48a5-be87-1aaf3935128e\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 3.017}}, {\"20136\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-02-09 09:21:49.000000+00:00\", \"2021-05-10 15:18:57.000000+00:00\", \"2019-04-25 21:19:02.000000+00:00\"], \"session_ids\": [\"3a4d6ed9-6ce2-4249-9baa-79d0db60d91f\", \"d213b37e-770c-4af3-9c02-04ef8d4826da\", \"3fe98cbe-32bd-4591-b026-639260c80a9b\"], \"total_duration\": 163.0, \"total_sessions\": 3, \"mean_week_duration\": 1.523}}, {\"73100\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-08-17 22:14:48.000000+00:00\", \"2022-09-09 05:49:57.000000+00:00\", \"2019-05-18 22:57:31.000000+00:00\", \"2020-03-05 09:24:40.000000+00:00\", \"2019-07-19 21:00:15.000000+00:00\", \"2020-04-10 14:24:08.000000+00:00\", \"2021-12-29 22:36:37.000000+00:00\"], \"session_ids\": [\"d18811dc-3909-4998-9c64-a21419891c3d\", \"8eacb759-9abc-4e98-8fd6-bdc1dce0754c\", \"5b8cb320-35a5-4fae-8052-4db932dce15e\", \"d25801d0-d2d4-436c-af6f-9d0ad7a5593e\", \"7d6b8515-ae1c-4d8e-9db6-6c8d6aff51c0\", \"31aa3867-d677-4d09-b0ef-d0dadba50973\", \"b87ab2b3-e06d-4b33-81a4-fdf7c192a4a9\"], \"total_duration\": 113.0, \"total_sessions\": 7, \"mean_week_duration\": 0.653}}, {\"79117\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-11-16 11:17:41.000000+00:00\", \"2019-08-09 18:43:31.000000+00:00\"], \"session_ids\": [\"931ea7ac-dffe-4607-b8de-9707f8c35c10\", \"cd0d6f75-755e-4547-af61-3c50b3ab22c6\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 1.075}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 6 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"17561\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-01 23:44:49.000000+00:00\", \"2023-05-26 02:03:00.000000+00:00\", \"2020-04-18 07:41:23.000000+00:00\", \"2022-02-28 06:59:24.000000+00:00\", \"2022-03-02 15:42:29.000000+00:00\", \"2022-10-10 11:33:30.000000+00:00\", \"2023-04-30 11:31:09.000000+00:00\", \"2020-07-19 05:18:20.000000+00:00\", \"2020-09-07 01:21:14.000000+00:00\", \"2023-01-06 23:45:27.000000+00:00\"], \"session_ids\": [\"604d3c39-ac13-4a89-9d21-48a09a36678a\", \"cca17600-5d65-4c72-992c-ac42ca3092d4\", \"7d04d3a9-3fad-4859-86fd-3ea7f3a82286\", \"499a62c2-e7b9-4a3b-9ef9-9c36589efc3f\", \"f18290c7-b33d-4ffe-87c7-87a6a042fdb7\", \"3f8ab7d9-9b54-4b17-8794-06a406131168\", \"ba8d6f68-d1c2-4cde-98f5-e7f1d25c9b67\", \"7d87042d-8f5e-49d5-bde7-defd61fcf325\", \"4c7e49d9-8b82-4b42-9cde-82882d13dee9\", \"fb5946e4-c2b1-48ed-99ce-1bbb43173a81\"], \"total_duration\": 2624.0, \"total_sessions\": 10, \"mean_week_duration\": 16.198}}, {\"76599\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-04-18 22:53:32.000000+00:00\", \"2022-07-05 06:48:47.000000+00:00\", \"2019-08-29 15:34:44.000000+00:00\", \"2020-06-02 10:44:42.000000+00:00\", \"2022-02-03 06:17:20.000000+00:00\"], \"session_ids\": [\"716208c1-5b80-4141-9f00-316bc758068d\", \"1cf8e1e4-ae29-4400-8b2d-521f2f81d387\", \"2811ca7f-0421-4920-b7cb-30bd9de5cbc4\", \"11031524-7050-481c-8d33-f8d78b3ec00c\", \"f2e317e7-1941-4ac5-9c16-62b567677187\"], \"total_duration\": 1104.0, \"total_sessions\": 5, \"mean_week_duration\": 5.811}}, {\"7436\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-07-17 18:17:19.000000+00:00\", \"2022-08-14 11:18:10.000000+00:00\"], \"session_ids\": [\"d2fb20d1-76f6-4339-9f51-7bc31b3c6fe0\", \"b91dcfd6-e824-483e-81e6-65b9dda60c66\"], \"total_duration\": 469.0, \"total_sessions\": 2, \"mean_week_duration\": 8.375}}, {\"33949\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 4, \"Apply Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-09-15 08:52:52.000000+00:00\", \"2019-06-11 19:10:05.000000+00:00\"], \"session_ids\": [\"c7b1463f-315c-4ddc-9dcd-acdbb026be37\", \"fd61f6a2-2153-4080-871f-a4e30671304d\"], \"total_duration\": 352.0, \"total_sessions\": 2, \"mean_week_duration\": 5.333}}, {\"68627\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-08-25 12:58:35.000000+00:00\", \"2022-06-06 19:35:34.000000+00:00\", \"2020-12-01 19:16:26.000000+00:00\", \"2023-03-24 20:04:34.000000+00:00\"], \"session_ids\": [\"6f755681-ce84-4fb3-993a-24322bb57f4b\", \"fd489ba0-374d-4cb8-a075-01e7c020a111\", \"62010697-455f-4ac7-a65b-077883b5268f\", \"bff41d17-84fb-4780-b32b-4a5b75ab2e80\"], \"total_duration\": 210.0, \"total_sessions\": 4, \"mean_week_duration\": 1.736}}, {\"25987\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-24 09:36:56.000000+00:00\", \"2023-05-05 12:59:46.000000+00:00\"], \"session_ids\": [\"815ecc39-6d7a-4aff-b125-3ac29211c651\", \"9b039e7a-fa59-4beb-8cef-96e0d12203ac\"], \"total_duration\": 185.0, \"total_sessions\": 2, \"mean_week_duration\": 0.877}}]\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[{\"17561\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-01 23:44:49.000000+00:00\", \"2023-05-26 02:03:00.000000+00:00\", \"2020-04-18 07:41:23.000000+00:00\", \"2022-02-28 06:59:24.000000+00:00\", \"2022-03-02 15:42:29.000000+00:00\", \"2022-10-10 11:33:30.000000+00:00\", \"2023-04-30 11:31:09.000000+00:00\", \"2020-07-19 05:18:20.000000+00:00\", \"2020-09-07 01:21:14.000000+00:00\", \"2023-01-06 23:45:27.000000+00:00\"], \"session_ids\": [\"604d3c39-ac13-4a89-9d21-48a09a36678a\", \"cca17600-5d65-4c72-992c-ac42ca3092d4\", \"7d04d3a9-3fad-4859-86fd-3ea7f3a82286\", \"499a62c2-e7b9-4a3b-9ef9-9c36589efc3f\", \"f18290c7-b33d-4ffe-87c7-87a6a042fdb7\", \"3f8ab7d9-9b54-4b17-8794-06a406131168\", \"ba8d6f68-d1c2-4cde-98f5-e7f1d25c9b67\", \"7d87042d-8f5e-49d5-bde7-defd61fcf325\", \"4c7e49d9-8b82-4b42-9cde-82882d13dee9\", \"fb5946e4-c2b1-48ed-99ce-1bbb43173a81\"], \"total_duration\": 2624.0, \"total_sessions\": 10, \"mean_week_duration\": 16.198}}, {\"76599\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-04-18 22:53:32.000000+00:00\", \"2022-07-05 06:48:47.000000+00:00\", \"2019-08-29 15:34:44.000000+00:00\", \"2020-06-02 10:44:42.000000+00:00\", \"2022-02-03 06:17:20.000000+00:00\"], \"session_ids\": [\"716208c1-5b80-4141-9f00-316bc758068d\", \"1cf8e1e4-ae29-4400-8b2d-521f2f81d387\", \"2811ca7f-0421-4920-b7cb-30bd9de5cbc4\", \"11031524-7050-481c-8d33-f8d78b3ec00c\", \"f2e317e7-1941-4ac5-9c16-62b567677187\"], \"total_duration\": 1104.0, \"total_sessions\": 5, \"mean_week_duration\": 5.811}}, {\"7436\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-07-17 18:17:19.000000+00:00\", \"2022-08-14 11:18:10.000000+00:00\"], \"session_ids\": [\"d2fb20d1-76f6-4339-9f51-7bc31b3c6fe0\", \"b91dcfd6-e824-483e-81e6-65b9dda60c66\"], \"total_duration\": 469.0, \"total_sessions\": 2, \"mean_week_duration\": 8.375}}, {\"33949\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 4, \"Apply Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-09-15 08:52:52.000000+00:00\", \"2019-06-11 19:10:05.000000+00:00\"], \"session_ids\": [\"c7b1463f-315c-4ddc-9dcd-acdbb026be37\", \"fd61f6a2-2153-4080-871f-a4e30671304d\"], \"total_duration\": 352.0, \"total_sessions\": 2, \"mean_week_duration\": 5.333}}, {\"68627\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-08-25 12:58:35.000000+00:00\", \"2022-06-06 19:35:34.000000+00:00\", \"2020-12-01 19:16:26.000000+00:00\", \"2023-03-24 20:04:34.000000+00:00\"], \"session_ids\": [\"6f755681-ce84-4fb3-993a-24322bb57f4b\", \"fd489ba0-374d-4cb8-a075-01e7c020a111\", \"62010697-455f-4ac7-a65b-077883b5268f\", \"bff41d17-84fb-4780-b32b-4a5b75ab2e80\"], \"total_duration\": 210.0, \"total_sessions\": 4, \"mean_week_duration\": 1.736}}, {\"25987\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-24 09:36:56.000000+00:00\", \"2023-05-05 12:59:46.000000+00:00\"], \"session_ids\": [\"815ecc39-6d7a-4aff-b125-3ac29211c651\", \"9b039e7a-fa59-4beb-8cef-96e0d12203ac\"], \"total_duration\": 185.0, \"total_sessions\": 2, \"mean_week_duration\": 0.877}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about 7 users whose total duration amount is bigger than 1466 (not including) and smaller than 3771 plus apply sorting by city_name risingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"10824\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-07-13 11:26:13.000000+00:00\", \"2019-08-12 12:28:21.000000+00:00\", \"2019-05-21 19:33:02.000000+00:00\"], \"session_ids\": [\"0e815f67-b12a-4e21-a1ce-f89198f8916c\", \"1a4bd672-ef2b-40a4-948a-914347c0a84c\", \"22e45a69-bcc0-452b-a972-2d829ad60f47\"], \"total_duration\": 675.0, \"total_sessions\": 3, \"mean_week_duration\": 4.116}, \"2201\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-04-23 21:03:59.000000+00:00\", \"2020-09-19 07:13:29.000000+00:00\", \"2020-11-06 12:01:19.000000+00:00\", \"2021-03-13 07:25:22.000000+00:00\", \"2019-01-14 14:27:42.000000+00:00\", \"2022-02-22 02:29:10.000000+00:00\"], \"session_ids\": [\"3f335929-d795-4efa-82bb-e4a4c868c9cb\", \"8aaee0f6-fb2e-4f6f-b040-f577db1b1a1a\", \"549baab8-ec8b-43d1-8dff-bf606871a7f7\", \"3e47bd56-da0e-4a9e-a7cd-fa300625d026\", \"8ce5cf59-624a-4f3b-b669-b46328b4cf7f\", \"6e6b0b33-200a-4fc1-ba3c-d15978889d90\"], \"total_duration\": 123.0, \"total_sessions\": 6, \"mean_week_duration\": 0.759}, \"54410\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-01-22 10:46:05.000000+00:00\", \"2022-10-06 22:17:15.000000+00:00\"], \"session_ids\": [\"b4da8689-b5da-43f7-9b75-7dc67bbfcaeb\", \"c8205297-8747-4db2-8c11-8ac42f9d9909\"], \"total_duration\": 149.0, \"total_sessions\": 2, \"mean_week_duration\": 1.674}, \"89402\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-04-06 10:43:04.000000+00:00\", \"2022-11-05 21:44:09.000000+00:00\", \"2021-03-01 18:24:22.000000+00:00\", \"2021-02-09 02:54:37.000000+00:00\", \"2021-01-19 12:36:33.000000+00:00\", \"2022-11-01 20:30:21.000000+00:00\", \"2022-03-27 18:23:16.000000+00:00\", \"2020-10-24 14:58:30.000000+00:00\"], \"session_ids\": [\"45714b9b-4cdb-4e86-8005-fb72e2374f46\", \"4107cb1b-8b3b-41eb-ab7c-7c10bf83289a\", \"e31393dc-d737-47e8-918e-c1e07fb92bc1\", \"31cb4e90-5968-415b-8386-4436f2cd678d\", \"c7151a53-0993-477a-ad62-66affcbef5c9\", \"f95c30dd-b677-41cc-b324-4549b884bb14\", \"1b59e5e6-5fd8-4917-9a1f-1f85dda83ac4\", \"8c2c49c3-abcc-4541-a43a-94fae3ec1b52\"], \"total_duration\": 6864.0, \"total_sessions\": 8, \"mean_week_duration\": 36.706}, \"75485\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-08-29 17:47:25.000000+00:00\", \"2021-02-09 08:49:06.000000+00:00\"], \"session_ids\": [\"404a7a5a-74a5-47d4-86d0-6b23423a7c8a\", \"ff38befe-2e22-4110-9e7d-4b2d04356b1c\"], \"total_duration\": 446.0, \"total_sessions\": 2, \"mean_week_duration\": 18.583}, \"28189\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-03-15 02:57:34.000000+00:00\", \"2021-09-22 08:48:28.000000+00:00\"], \"session_ids\": [\"9cbac626-efda-446c-911a-1dfde583f61e\", \"67c7a579-4061-4e7d-8fb8-b139f82d44e5\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 1.015}, \"63490\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-12-01 00:30:46.000000+00:00\", \"2020-04-17 14:56:03.000000+00:00\"], \"session_ids\": [\"6b13eff1-8c92-4595-9997-c031d597c07d\", \"87e5e83a-c7a4-4ce6-a76e-c6fc4085ae8d\"], \"total_duration\": 399.0, \"total_sessions\": 2, \"mean_week_duration\": 4.694}, \"44004\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-12-22 16:03:02.000000+00:00\", \"2021-02-02 10:13:19.000000+00:00\"], \"session_ids\": [\"0bb3fb84-0f3e-44cb-a3a6-66f059655bf8\", \"d59ddf3b-5056-4681-802b-45a0f4b2b603\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.809}, \"85164\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-06-24 15:24:57.000000+00:00\", \"2022-02-28 05:39:42.000000+00:00\"], \"session_ids\": [\"38e66b06-00af-4318-82b2-2e586752d45c\", \"220c446a-ff9b-4b2b-836c-ae31fc467241\"], \"total_duration\": 300.0, \"total_sessions\": 2, \"mean_week_duration\": 17.647}, \"59277\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-10-30 03:58:10.000000+00:00\", \"2020-12-17 09:54:16.000000+00:00\"], \"session_ids\": [\"8b134d57-ff8a-4dd4-8f12-59e92e0cbfd2\", \"e919bf38-f365-4ace-930e-760add98242c\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.612}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are greater than 1466 and are equal or less than 3771"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[1466, 3771]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I need to get information about user with a number of sessions that is higher than 9 and lower than 4, exclusive 4 and in addition perform sorting by all sessions quantity decliningly."
}
] |
[
{
"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{\"9044\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-11-13 04:16:02.000000+00:00\", \"2019-01-28 21:13:17.000000+00:00\", \"2022-08-21 02:48:43.000000+00:00\", \"2021-10-25 05:27:13.000000+00:00\", \"2020-01-04 20:31:05.000000+00:00\", \"2019-01-30 18:03:52.000000+00:00\", \"2021-02-10 17:43:15.000000+00:00\", \"2020-01-23 01:47:19.000000+00:00\", \"2020-05-02 19:48:54.000000+00:00\", \"2022-03-10 11:36:49.000000+00:00\", \"2023-03-22 15:08:42.000000+00:00\"], \"session_ids\": [\"55b9de24-535d-4e9c-b397-5ef0a9e11772\", \"8f175d57-ecea-4527-8d9c-8d06979e200e\", \"a666017d-dd91-41c5-bb71-6b797ba0cd79\", \"c7e99e5c-c23a-4912-9d1c-700f98579deb\", \"2f027794-e57b-4614-a107-5c07f21df9fc\", \"2e7b9b2b-88af-4f21-8fa1-a7e1c434b848\", \"7582c59f-a359-4845-bf30-c5938459a734\", \"260ee3f0-bc6d-4172-9705-b8bb486e8f91\", \"91035d77-c335-49c1-b833-6ac1baa9f0c4\", \"eaa13ea4-51b2-4839-9423-4d51f3043f59\", \"e41e7fd8-8f02-40a9-9627-2375bb9d29da\"], \"total_duration\": 60450.0, \"total_sessions\": 11, \"mean_week_duration\": 278.571}, \"67543\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-05-02 09:42:06.000000+00:00\", \"2021-06-02 17:47:06.000000+00:00\", \"2023-05-01 01:58:23.000000+00:00\"], \"session_ids\": [\"a7ec2fb8-8a93-4e2a-b73f-427cc445f219\", \"3838dc86-b8e1-49e7-8d26-0b2d59280b2a\", \"e2502816-c8bc-47e6-8b2b-15768b0dae4c\"], \"total_duration\": 499.0, \"total_sessions\": 3, \"mean_week_duration\": 2.388}, \"22623\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-07-11 05:15:40.000000+00:00\", \"2019-07-06 03:35:29.000000+00:00\"], \"session_ids\": [\"89826176-15d1-4e03-8a77-1edd51485b08\", \"f079bf37-b503-4fb7-b01e-5657de47fbd6\"], \"total_duration\": 296.0, \"total_sessions\": 2, \"mean_week_duration\": 296.0}, \"39791\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-20 00:55:27.000000+00:00\", \"2021-01-30 05:40:30.000000+00:00\"], \"session_ids\": [\"251b4961-bc67-464f-aca5-918168b2d54e\", \"f69c6dd4-8438-4d56-9423-c767d1852e01\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.522}, \"4547\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-19 13:14:04.000000+00:00\", \"2019-03-26 05:42:47.000000+00:00\", \"2019-08-20 04:13:36.000000+00:00\"], \"session_ids\": [\"6f35809d-cdad-4b66-89f5-cdf52b749736\", \"6ebd416e-e620-4595-ba7b-035da3e54164\", \"b881971a-082a-436c-91e2-bd97c20d2f5f\"], \"total_duration\": 194.0, \"total_sessions\": 3, \"mean_week_duration\": 2.132}, \"74623\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-11-17 08:20:06.000000+00:00\", \"2022-05-31 17:43:23.000000+00:00\"], \"session_ids\": [\"b75fd01f-0e7f-4c12-94f1-23ba50d56090\", \"196d093f-c445-4185-8192-6a1a6766c861\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 5.571}, \"20689\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-10-13 14:18:25.000000+00:00\", \"2022-05-12 02:39:30.000000+00:00\"], \"session_ids\": [\"7c3a70fa-bda5-44d7-aa71-77d40c2e99af\", \"9e62aa9a-6835-4d22-8c0b-531719eb4b29\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 1.545}, \"27386\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-06 05:28:05.000000+00:00\", \"2023-04-25 13:17:28.000000+00:00\", \"2021-05-05 05:02:53.000000+00:00\", \"2020-11-08 10:59:26.000000+00:00\", \"2020-12-08 02:23:23.000000+00:00\", \"2021-03-09 20:40:19.000000+00:00\", \"2021-05-04 14:34:52.000000+00:00\", \"2020-08-12 05:51:03.000000+00:00\"], \"session_ids\": [\"97717d11-a469-4437-aaa7-466172190b6b\", \"0df40ad5-ab85-4883-a7c4-be78cf1379a8\", \"0747c278-a794-425f-b1c5-29571ae54dae\", \"5bbfe9d2-5ae4-49e9-a242-bd19fc1e7592\", \"be75ca56-844b-49d1-8345-e60714fb220b\", \"8659718a-5e90-4839-b748-2c0c84a03911\", \"eb89134e-06bc-438b-a723-7113cd5801a3\", \"db6e0a22-0787-4d45-a823-c62dd6a66631\"], \"total_duration\": 2174.0, \"total_sessions\": 8, \"mean_week_duration\": 15.418}, \"90664\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-02-25 23:34:55.000000+00:00\", \"2020-05-04 16:37:18.000000+00:00\"], \"session_ids\": [\"9ee8fed4-2e99-4c19-94df-3f1d265e593b\", \"d5b22adc-826e-4dc5-9f50-d66b1f6afaca\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 1.194}, \"94091\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-04-05 00:28:41.000000+00:00\", \"2019-07-07 15:42:07.000000+00:00\"], \"session_ids\": [\"387f9d10-575a-4532-9a32-c2c6f4052989\", \"3a232b03-4477-4e0b-ae40-7c98f7169e59\"], \"total_duration\": 480.0, \"total_sessions\": 2, \"mean_week_duration\": 2.449}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are less than 4 and are equal or greater than 9"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_sessions\": [[4, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"67543\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-05-02 09:42:06.000000+00:00\", \"2021-06-02 17:47:06.000000+00:00\", \"2023-05-01 01:58:23.000000+00:00\"], \"session_ids\": [\"a7ec2fb8-8a93-4e2a-b73f-427cc445f219\", \"3838dc86-b8e1-49e7-8d26-0b2d59280b2a\", \"e2502816-c8bc-47e6-8b2b-15768b0dae4c\"], \"total_duration\": 499.0, \"total_sessions\": 3, \"mean_week_duration\": 2.388}, \"22623\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-07-11 05:15:40.000000+00:00\", \"2019-07-06 03:35:29.000000+00:00\"], \"session_ids\": [\"89826176-15d1-4e03-8a77-1edd51485b08\", \"f079bf37-b503-4fb7-b01e-5657de47fbd6\"], \"total_duration\": 296.0, \"total_sessions\": 2, \"mean_week_duration\": 296.0}, \"39791\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-20 00:55:27.000000+00:00\", \"2021-01-30 05:40:30.000000+00:00\"], \"session_ids\": [\"251b4961-bc67-464f-aca5-918168b2d54e\", \"f69c6dd4-8438-4d56-9423-c767d1852e01\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.522}, \"4547\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-19 13:14:04.000000+00:00\", \"2019-03-26 05:42:47.000000+00:00\", \"2019-08-20 04:13:36.000000+00:00\"], \"session_ids\": [\"6f35809d-cdad-4b66-89f5-cdf52b749736\", \"6ebd416e-e620-4595-ba7b-035da3e54164\", \"b881971a-082a-436c-91e2-bd97c20d2f5f\"], \"total_duration\": 194.0, \"total_sessions\": 3, \"mean_week_duration\": 2.132}, \"74623\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-11-17 08:20:06.000000+00:00\", \"2022-05-31 17:43:23.000000+00:00\"], \"session_ids\": [\"b75fd01f-0e7f-4c12-94f1-23ba50d56090\", \"196d093f-c445-4185-8192-6a1a6766c861\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 5.571}, \"20689\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-10-13 14:18:25.000000+00:00\", \"2022-05-12 02:39:30.000000+00:00\"], \"session_ids\": [\"7c3a70fa-bda5-44d7-aa71-77d40c2e99af\", \"9e62aa9a-6835-4d22-8c0b-531719eb4b29\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 1.545}, \"90664\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-02-25 23:34:55.000000+00:00\", \"2020-05-04 16:37:18.000000+00:00\"], \"session_ids\": [\"9ee8fed4-2e99-4c19-94df-3f1d265e593b\", \"d5b22adc-826e-4dc5-9f50-d66b1f6afaca\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 1.194}, \"94091\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-04-05 00:28:41.000000+00:00\", \"2019-07-07 15:42:07.000000+00:00\"], \"session_ids\": [\"387f9d10-575a-4532-9a32-c2c6f4052989\", \"3a232b03-4477-4e0b-ae40-7c98f7169e59\"], \"total_duration\": 480.0, \"total_sessions\": 2, \"mean_week_duration\": 2.449}, \"9044\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-11-13 04:16:02.000000+00:00\", \"2019-01-28 21:13:17.000000+00:00\", \"2022-08-21 02:48:43.000000+00:00\", \"2021-10-25 05:27:13.000000+00:00\", \"2020-01-04 20:31:05.000000+00:00\", \"2019-01-30 18:03:52.000000+00:00\", \"2021-02-10 17:43:15.000000+00:00\", \"2020-01-23 01:47:19.000000+00:00\", \"2020-05-02 19:48:54.000000+00:00\", \"2022-03-10 11:36:49.000000+00:00\", \"2023-03-22 15:08:42.000000+00:00\"], \"session_ids\": [\"55b9de24-535d-4e9c-b397-5ef0a9e11772\", \"8f175d57-ecea-4527-8d9c-8d06979e200e\", \"a666017d-dd91-41c5-bb71-6b797ba0cd79\", \"c7e99e5c-c23a-4912-9d1c-700f98579deb\", \"2f027794-e57b-4614-a107-5c07f21df9fc\", \"2e7b9b2b-88af-4f21-8fa1-a7e1c434b848\", \"7582c59f-a359-4845-bf30-c5938459a734\", \"260ee3f0-bc6d-4172-9705-b8bb486e8f91\", \"91035d77-c335-49c1-b833-6ac1baa9f0c4\", \"eaa13ea4-51b2-4839-9423-4d51f3043f59\", \"e41e7fd8-8f02-40a9-9627-2375bb9d29da\"], \"total_duration\": 60450.0, \"total_sessions\": 11, \"mean_week_duration\": 278.571}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_sessions"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"9044\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-11-13 04:16:02.000000+00:00\", \"2019-01-28 21:13:17.000000+00:00\", \"2022-08-21 02:48:43.000000+00:00\", \"2021-10-25 05:27:13.000000+00:00\", \"2020-01-04 20:31:05.000000+00:00\", \"2019-01-30 18:03:52.000000+00:00\", \"2021-02-10 17:43:15.000000+00:00\", \"2020-01-23 01:47:19.000000+00:00\", \"2020-05-02 19:48:54.000000+00:00\", \"2022-03-10 11:36:49.000000+00:00\", \"2023-03-22 15:08:42.000000+00:00\"], \"session_ids\": [\"55b9de24-535d-4e9c-b397-5ef0a9e11772\", \"8f175d57-ecea-4527-8d9c-8d06979e200e\", \"a666017d-dd91-41c5-bb71-6b797ba0cd79\", \"c7e99e5c-c23a-4912-9d1c-700f98579deb\", \"2f027794-e57b-4614-a107-5c07f21df9fc\", \"2e7b9b2b-88af-4f21-8fa1-a7e1c434b848\", \"7582c59f-a359-4845-bf30-c5938459a734\", \"260ee3f0-bc6d-4172-9705-b8bb486e8f91\", \"91035d77-c335-49c1-b833-6ac1baa9f0c4\", \"eaa13ea4-51b2-4839-9423-4d51f3043f59\", \"e41e7fd8-8f02-40a9-9627-2375bb9d29da\"], \"total_duration\": 60450.0, \"total_sessions\": 11, \"mean_week_duration\": 278.571}}, {\"67543\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-05-02 09:42:06.000000+00:00\", \"2021-06-02 17:47:06.000000+00:00\", \"2023-05-01 01:58:23.000000+00:00\"], \"session_ids\": [\"a7ec2fb8-8a93-4e2a-b73f-427cc445f219\", \"3838dc86-b8e1-49e7-8d26-0b2d59280b2a\", \"e2502816-c8bc-47e6-8b2b-15768b0dae4c\"], \"total_duration\": 499.0, \"total_sessions\": 3, \"mean_week_duration\": 2.388}}, {\"4547\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-19 13:14:04.000000+00:00\", \"2019-03-26 05:42:47.000000+00:00\", \"2019-08-20 04:13:36.000000+00:00\"], \"session_ids\": [\"6f35809d-cdad-4b66-89f5-cdf52b749736\", \"6ebd416e-e620-4595-ba7b-035da3e54164\", \"b881971a-082a-436c-91e2-bd97c20d2f5f\"], \"total_duration\": 194.0, \"total_sessions\": 3, \"mean_week_duration\": 2.132}}, {\"22623\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-07-11 05:15:40.000000+00:00\", \"2019-07-06 03:35:29.000000+00:00\"], \"session_ids\": [\"89826176-15d1-4e03-8a77-1edd51485b08\", \"f079bf37-b503-4fb7-b01e-5657de47fbd6\"], \"total_duration\": 296.0, \"total_sessions\": 2, \"mean_week_duration\": 296.0}}, {\"39791\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-20 00:55:27.000000+00:00\", \"2021-01-30 05:40:30.000000+00:00\"], \"session_ids\": [\"251b4961-bc67-464f-aca5-918168b2d54e\", \"f69c6dd4-8438-4d56-9423-c767d1852e01\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.522}}, {\"74623\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-11-17 08:20:06.000000+00:00\", \"2022-05-31 17:43:23.000000+00:00\"], \"session_ids\": [\"b75fd01f-0e7f-4c12-94f1-23ba50d56090\", \"196d093f-c445-4185-8192-6a1a6766c861\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 5.571}}, {\"20689\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-10-13 14:18:25.000000+00:00\", \"2022-05-12 02:39:30.000000+00:00\"], \"session_ids\": [\"7c3a70fa-bda5-44d7-aa71-77d40c2e99af\", \"9e62aa9a-6835-4d22-8c0b-531719eb4b29\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 1.545}}, {\"90664\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-02-25 23:34:55.000000+00:00\", \"2020-05-04 16:37:18.000000+00:00\"], \"session_ids\": [\"9ee8fed4-2e99-4c19-94df-3f1d265e593b\", \"d5b22adc-826e-4dc5-9f50-d66b1f6afaca\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 1.194}}, {\"94091\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-04-05 00:28:41.000000+00:00\", \"2019-07-07 15:42:07.000000+00:00\"], \"session_ids\": [\"387f9d10-575a-4532-9a32-c2c6f4052989\", \"3a232b03-4477-4e0b-ae40-7c98f7169e59\"], \"total_duration\": 480.0, \"total_sessions\": 2, \"mean_week_duration\": 2.449}}]\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[{\"9044\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-11-13 04:16:02.000000+00:00\", \"2019-01-28 21:13:17.000000+00:00\", \"2022-08-21 02:48:43.000000+00:00\", \"2021-10-25 05:27:13.000000+00:00\", \"2020-01-04 20:31:05.000000+00:00\", \"2019-01-30 18:03:52.000000+00:00\", \"2021-02-10 17:43:15.000000+00:00\", \"2020-01-23 01:47:19.000000+00:00\", \"2020-05-02 19:48:54.000000+00:00\", \"2022-03-10 11:36:49.000000+00:00\", \"2023-03-22 15:08:42.000000+00:00\"], \"session_ids\": [\"55b9de24-535d-4e9c-b397-5ef0a9e11772\", \"8f175d57-ecea-4527-8d9c-8d06979e200e\", \"a666017d-dd91-41c5-bb71-6b797ba0cd79\", \"c7e99e5c-c23a-4912-9d1c-700f98579deb\", \"2f027794-e57b-4614-a107-5c07f21df9fc\", \"2e7b9b2b-88af-4f21-8fa1-a7e1c434b848\", \"7582c59f-a359-4845-bf30-c5938459a734\", \"260ee3f0-bc6d-4172-9705-b8bb486e8f91\", \"91035d77-c335-49c1-b833-6ac1baa9f0c4\", \"eaa13ea4-51b2-4839-9423-4d51f3043f59\", \"e41e7fd8-8f02-40a9-9627-2375bb9d29da\"], \"total_duration\": 60450.0, \"total_sessions\": 11, \"mean_week_duration\": 278.571}}]\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[{\"9044\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-11-13 04:16:02.000000+00:00\", \"2019-01-28 21:13:17.000000+00:00\", \"2022-08-21 02:48:43.000000+00:00\", \"2021-10-25 05:27:13.000000+00:00\", \"2020-01-04 20:31:05.000000+00:00\", \"2019-01-30 18:03:52.000000+00:00\", \"2021-02-10 17:43:15.000000+00:00\", \"2020-01-23 01:47:19.000000+00:00\", \"2020-05-02 19:48:54.000000+00:00\", \"2022-03-10 11:36:49.000000+00:00\", \"2023-03-22 15:08:42.000000+00:00\"], \"session_ids\": [\"55b9de24-535d-4e9c-b397-5ef0a9e11772\", \"8f175d57-ecea-4527-8d9c-8d06979e200e\", \"a666017d-dd91-41c5-bb71-6b797ba0cd79\", \"c7e99e5c-c23a-4912-9d1c-700f98579deb\", \"2f027794-e57b-4614-a107-5c07f21df9fc\", \"2e7b9b2b-88af-4f21-8fa1-a7e1c434b848\", \"7582c59f-a359-4845-bf30-c5938459a734\", \"260ee3f0-bc6d-4172-9705-b8bb486e8f91\", \"91035d77-c335-49c1-b833-6ac1baa9f0c4\", \"eaa13ea4-51b2-4839-9423-4d51f3043f59\", \"e41e7fd8-8f02-40a9-9627-2375bb9d29da\"], \"total_duration\": 60450.0, \"total_sessions\": 11, \"mean_week_duration\": 278.571}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you tell me about user whose sessions count exceeds 10 while staying below 2, exclusively 2 and 10 , moreover carry out sorting by sum of sessions in asc in addition get rid of all records, except 4."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"5476\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-08-01 01:40:04.000000+00:00\", \"2020-04-02 11:35:27.000000+00:00\"], \"session_ids\": [\"d86a1802-9889-4eb1-9861-3ce4ccd1ce04\", \"4059718b-4bfe-4b82-ada9-a65990907e43\"], \"total_duration\": 160.0, \"total_sessions\": 2, \"mean_week_duration\": 4.571}, \"90359\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-10-21 21:56:41.000000+00:00\", \"2023-05-22 21:33:50.000000+00:00\"], \"session_ids\": [\"f5f7f98e-f526-47b1-b1e3-f76d67014375\", \"e8b7e90d-6163-42d8-bdc5-35502f9e318c\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 1.369}, \"43156\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-20 07:09:36.000000+00:00\", \"2019-08-27 04:55:36.000000+00:00\", \"2019-08-20 04:13:30.000000+00:00\", \"2020-05-11 08:04:20.000000+00:00\"], \"session_ids\": [\"00be6d70-806e-46c2-bc65-3255f416fbda\", \"3fc3ee36-d5fd-4428-b47f-075881f0acf2\", \"ef1a6785-0aec-48f3-85da-7d6c524cadf5\", \"5e6b1dd1-dffc-49e0-b232-de4b88e5e514\"], \"total_duration\": 29.0, \"total_sessions\": 4, \"mean_week_duration\": 0.333}, \"14165\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-04-03 00:24:55.000000+00:00\", \"2020-09-04 22:25:30.000000+00:00\", \"2022-04-04 10:36:45.000000+00:00\", \"2021-09-03 21:10:11.000000+00:00\", \"2022-07-22 13:02:19.000000+00:00\"], \"session_ids\": [\"a69ce8f0-24fb-4ece-b47e-0d3e620b0b53\", \"dab169db-a30e-4add-a177-7591e8a50006\", \"1fa9adde-6f9d-4679-a12c-f8eb0d2e005c\", \"b55e9ac2-3aca-4d63-9fc1-0508edf87677\", \"0c018440-8007-4889-9577-31f648ecfbaf\"], \"total_duration\": 858.0, \"total_sessions\": 5, \"mean_week_duration\": 7.15}, \"96274\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-08-14 04:04:42.000000+00:00\", \"2020-08-03 03:34:39.000000+00:00\"], \"session_ids\": [\"78c55d9e-0540-4c2b-bb5d-0f2e1d0c2db8\", \"9f46f228-4ea6-48b1-a5e5-fbdf759d4af2\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.741}, \"48155\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-09-02 00:14:14.000000+00:00\", \"2020-02-23 03:55:06.000000+00:00\", \"2020-11-15 09:42:11.000000+00:00\"], \"session_ids\": [\"3d3cda11-8ccf-4bee-9193-4655551cbc3a\", \"c3765d94-7f8a-40b5-bef9-0284542ebce1\", \"7115d71c-b75c-46f5-a5e2-c658008fe99d\"], \"total_duration\": 727.0, \"total_sessions\": 3, \"mean_week_duration\": 5.508}, \"92818\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-05-02 20:30:08.000000+00:00\", \"2021-05-07 20:15:01.000000+00:00\"], \"session_ids\": [\"7a81c91f-c5cb-43f7-9556-07ec50cc7fce\", \"43813db1-a31a-4a29-8fbb-ab0710b54b8f\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 1.26}, \"92074\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 7, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-10-07 19:00:27.000000+00:00\", \"2021-01-21 13:43:29.000000+00:00\", \"2020-02-19 14:11:26.000000+00:00\", \"2020-06-16 00:40:39.000000+00:00\", \"2022-04-03 22:52:07.000000+00:00\"], \"session_ids\": [\"0bff9dc4-a359-41e1-9a49-a31b95de9496\", \"ab0992a3-5798-44a9-afe7-09bcacd70224\", \"4dd20392-ef0a-4758-91bb-813461513168\", \"2599234e-9b67-427d-b5d7-b539532afa76\", \"7e953f8a-e519-4ac3-973e-b67cd003b950\"], \"total_duration\": 1258.0, \"total_sessions\": 5, \"mean_week_duration\": 9.116}, \"80688\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-06-05 00:22:03.000000+00:00\", \"2020-09-25 19:46:51.000000+00:00\"], \"session_ids\": [\"bbcdfbef-1a14-4435-af67-b66a39cdefeb\", \"458148b5-c223-42d3-ab37-10377845a659\"], \"total_duration\": 159.0, \"total_sessions\": 2, \"mean_week_duration\": 1.787}, \"49241\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 4, \"Change Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-09-25 23:13:12.000000+00:00\", \"2022-04-26 10:44:23.000000+00:00\"], \"session_ids\": [\"22144846-8933-490e-ae49-5ffe55b21035\", \"dcbdf987-d1c7-47d6-86fb-18d787569055\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 1.41}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are less than 2 and are greater than 10"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">\"]]}, \"all_values\": {\"total_sessions\": [[2, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about 5 users who don't live in cities Athens, Santo Domingo, Manila, Lima, Stockholm, Tokyo , implement sorting by average of total time spent in the app per week from the smallest to the largest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"77595\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-03-28 01:04:17.000000+00:00\", \"2022-01-13 03:23:28.000000+00:00\"], \"session_ids\": [\"b1c1eb10-eda8-48a1-829b-ce4dae0d6972\", \"aa9f234a-9d15-4466-b30e-18b586421ff4\"], \"total_duration\": 390.0, \"total_sessions\": 2, \"mean_week_duration\": 2.671}, \"22824\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-12-10 03:19:06.000000+00:00\", \"2023-03-25 05:38:08.000000+00:00\"], \"session_ids\": [\"bc05cf31-aa7b-4b3e-8e3a-a232b6cd71c4\", \"11e2c7d4-2ed4-48f3-9b6e-931588c97302\"], \"total_duration\": 254.0, \"total_sessions\": 2, \"mean_week_duration\": 2.117}, \"15406\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-06-29 06:01:57.000000+00:00\", \"2019-05-13 06:40:57.000000+00:00\"], \"session_ids\": [\"b0deeff7-e90b-4867-ac09-0f3534c1d6eb\", \"16ceae55-6c37-412a-a260-ae758618ed81\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 1.222}, \"88141\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-01-11 02:23:25.000000+00:00\", \"2023-05-14 23:57:31.000000+00:00\"], \"session_ids\": [\"538bbea1-53b7-4aa9-a86c-fb5f826b05f4\", \"c53cfd90-0ab0-4e7d-8121-ed7851cc5982\"], \"total_duration\": 402.0, \"total_sessions\": 2, \"mean_week_duration\": 3.295}, \"35606\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-06-05 03:49:56.000000+00:00\", \"2019-06-14 11:11:54.000000+00:00\", \"2021-02-03 06:31:29.000000+00:00\"], \"session_ids\": [\"71c51dea-e103-4053-9f49-d3f04c8821ea\", \"b24a7078-ae43-4f58-abbb-fad1ed7b98ce\", \"4eb66942-f2b1-45e3-8dd8-67d9ff9c78e9\"], \"total_duration\": 310.0, \"total_sessions\": 3, \"mean_week_duration\": 3.605}, \"28389\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-07-30 11:33:43.000000+00:00\", \"2019-03-04 21:52:28.000000+00:00\"], \"session_ids\": [\"1e42308a-bd2a-4681-8cf5-ff8e198bec06\", \"1ad179f1-433b-4778-bc79-030627e58125\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 2.857}, \"81854\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-10-06 15:17:35.000000+00:00\", \"2020-09-06 06:54:01.000000+00:00\", \"2022-03-13 13:58:59.000000+00:00\"], \"session_ids\": [\"a1026476-1c0a-488c-a707-7858ec567f9a\", \"29d5ace0-4777-4b01-be41-9daaf3f2a493\", \"9655308c-dbfd-4ee0-86cb-eefbd47f2878\"], \"total_duration\": 376.0, \"total_sessions\": 3, \"mean_week_duration\": 2.961}, \"10618\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-01-23 16:53:16.000000+00:00\", \"2022-09-19 09:17:38.000000+00:00\", \"2022-10-05 23:03:27.000000+00:00\", \"2022-01-23 12:04:49.000000+00:00\", \"2020-09-20 14:21:54.000000+00:00\", \"2022-04-24 00:42:51.000000+00:00\", \"2022-10-03 23:49:05.000000+00:00\", \"2021-01-28 06:30:32.000000+00:00\", \"2019-03-10 15:06:17.000000+00:00\"], \"session_ids\": [\"2f23d3dc-dfc2-4175-b278-6c2e699630eb\", \"19b52a2b-35c2-4823-8bfa-e25d360c51ee\", \"d136158e-9b00-4b1b-b10a-d4be0c85397a\", \"e177fc2e-bfc9-41d2-b28c-8273e77b86c7\", \"aac3769e-a640-479d-a5ea-2157eab6d045\", \"78aa7899-19c3-497d-b902-dc0d97da7931\", \"ab6020a5-77a0-4233-9cce-05748291463e\", \"00adb0b6-de54-464c-bec4-2aab267d8a03\", \"c80c360b-4757-4ff6-aade-0ab9c103e9e6\"], \"total_duration\": 1495.0, \"total_sessions\": 9, \"mean_week_duration\": 7.995}, \"28460\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-12-25 20:29:40.000000+00:00\", \"2022-09-08 02:24:48.000000+00:00\", \"2020-05-30 10:21:15.000000+00:00\", \"2021-06-25 12:31:40.000000+00:00\", \"2019-05-13 02:37:22.000000+00:00\", \"2022-01-11 01:02:47.000000+00:00\", \"2022-11-17 19:52:19.000000+00:00\", \"2023-03-14 07:08:49.000000+00:00\", \"2023-02-22 22:26:29.000000+00:00\", \"2022-06-04 04:23:44.000000+00:00\"], \"session_ids\": [\"56a91db4-d8a2-4709-9e40-4d37c09b003d\", \"29dbe1a3-4c06-4280-a746-d616ab4e1ba1\", \"74e7c234-6ef2-403b-89a9-9c9512aae072\", \"df6b491d-86fa-4f11-aaf3-63e14248dbb0\", \"65998609-2f37-4932-a6fd-74cc5ba82e67\", \"7d2db76a-2d7f-45a2-b8ee-1f6c38872446\", \"eec76c88-c268-4c4b-b661-70fd5fe5661e\", \"f9341788-17e9-4fde-bee2-db2ad3f8f07b\", \"e6969c74-070a-454e-9595-3ab02e940391\", \"93462021-5ddb-43e2-afcf-a84994ff7b0b\"], \"total_duration\": 7564.0, \"total_sessions\": 10, \"mean_week_duration\": 37.632}, \"68098\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-07-23 22:08:00.000000+00:00\", \"2019-06-03 20:38:11.000000+00:00\", \"2020-11-24 03:43:12.000000+00:00\", \"2020-01-04 22:49:26.000000+00:00\", \"2020-01-07 21:44:50.000000+00:00\"], \"session_ids\": [\"02739796-b40a-4e72-acf8-9dfe32f489be\", \"daf8e80d-ba83-446a-89b4-2fb39792bfc1\", \"85b03e4c-67a1-42da-a3db-237ac36d785e\", \"bfe9bf7a-c0ff-494a-8d78-98e8f546d51b\", \"e2e5d7a1-fffb-4a7a-ae4d-9e51f8f32ea1\"], \"total_duration\": 3868.0, \"total_sessions\": 5, \"mean_week_duration\": 34.536}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are not Athens, Santo Domingo, Manila, Lima, Stockholm, Tokyo"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Athens\", \"Santo Domingo\", \"Manila\", \"Lima\", \"Stockholm\", \"Tokyo\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"22824\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-12-10 03:19:06.000000+00:00\", \"2023-03-25 05:38:08.000000+00:00\"], \"session_ids\": [\"bc05cf31-aa7b-4b3e-8e3a-a232b6cd71c4\", \"11e2c7d4-2ed4-48f3-9b6e-931588c97302\"], \"total_duration\": 254.0, \"total_sessions\": 2, \"mean_week_duration\": 2.117}, \"15406\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-06-29 06:01:57.000000+00:00\", \"2019-05-13 06:40:57.000000+00:00\"], \"session_ids\": [\"b0deeff7-e90b-4867-ac09-0f3534c1d6eb\", \"16ceae55-6c37-412a-a260-ae758618ed81\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 1.222}, \"88141\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-01-11 02:23:25.000000+00:00\", \"2023-05-14 23:57:31.000000+00:00\"], \"session_ids\": [\"538bbea1-53b7-4aa9-a86c-fb5f826b05f4\", \"c53cfd90-0ab0-4e7d-8121-ed7851cc5982\"], \"total_duration\": 402.0, \"total_sessions\": 2, \"mean_week_duration\": 3.295}, \"35606\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-06-05 03:49:56.000000+00:00\", \"2019-06-14 11:11:54.000000+00:00\", \"2021-02-03 06:31:29.000000+00:00\"], \"session_ids\": [\"71c51dea-e103-4053-9f49-d3f04c8821ea\", \"b24a7078-ae43-4f58-abbb-fad1ed7b98ce\", \"4eb66942-f2b1-45e3-8dd8-67d9ff9c78e9\"], \"total_duration\": 310.0, \"total_sessions\": 3, \"mean_week_duration\": 3.605}, \"28389\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-07-30 11:33:43.000000+00:00\", \"2019-03-04 21:52:28.000000+00:00\"], \"session_ids\": [\"1e42308a-bd2a-4681-8cf5-ff8e198bec06\", \"1ad179f1-433b-4778-bc79-030627e58125\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 2.857}, \"81854\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-10-06 15:17:35.000000+00:00\", \"2020-09-06 06:54:01.000000+00:00\", \"2022-03-13 13:58:59.000000+00:00\"], \"session_ids\": [\"a1026476-1c0a-488c-a707-7858ec567f9a\", \"29d5ace0-4777-4b01-be41-9daaf3f2a493\", \"9655308c-dbfd-4ee0-86cb-eefbd47f2878\"], \"total_duration\": 376.0, \"total_sessions\": 3, \"mean_week_duration\": 2.961}, \"10618\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-01-23 16:53:16.000000+00:00\", \"2022-09-19 09:17:38.000000+00:00\", \"2022-10-05 23:03:27.000000+00:00\", \"2022-01-23 12:04:49.000000+00:00\", \"2020-09-20 14:21:54.000000+00:00\", \"2022-04-24 00:42:51.000000+00:00\", \"2022-10-03 23:49:05.000000+00:00\", \"2021-01-28 06:30:32.000000+00:00\", \"2019-03-10 15:06:17.000000+00:00\"], \"session_ids\": [\"2f23d3dc-dfc2-4175-b278-6c2e699630eb\", \"19b52a2b-35c2-4823-8bfa-e25d360c51ee\", \"d136158e-9b00-4b1b-b10a-d4be0c85397a\", \"e177fc2e-bfc9-41d2-b28c-8273e77b86c7\", \"aac3769e-a640-479d-a5ea-2157eab6d045\", \"78aa7899-19c3-497d-b902-dc0d97da7931\", \"ab6020a5-77a0-4233-9cce-05748291463e\", \"00adb0b6-de54-464c-bec4-2aab267d8a03\", \"c80c360b-4757-4ff6-aade-0ab9c103e9e6\"], \"total_duration\": 1495.0, \"total_sessions\": 9, \"mean_week_duration\": 7.995}, \"28460\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-12-25 20:29:40.000000+00:00\", \"2022-09-08 02:24:48.000000+00:00\", \"2020-05-30 10:21:15.000000+00:00\", \"2021-06-25 12:31:40.000000+00:00\", \"2019-05-13 02:37:22.000000+00:00\", \"2022-01-11 01:02:47.000000+00:00\", \"2022-11-17 19:52:19.000000+00:00\", \"2023-03-14 07:08:49.000000+00:00\", \"2023-02-22 22:26:29.000000+00:00\", \"2022-06-04 04:23:44.000000+00:00\"], \"session_ids\": [\"56a91db4-d8a2-4709-9e40-4d37c09b003d\", \"29dbe1a3-4c06-4280-a746-d616ab4e1ba1\", \"74e7c234-6ef2-403b-89a9-9c9512aae072\", \"df6b491d-86fa-4f11-aaf3-63e14248dbb0\", \"65998609-2f37-4932-a6fd-74cc5ba82e67\", \"7d2db76a-2d7f-45a2-b8ee-1f6c38872446\", \"eec76c88-c268-4c4b-b661-70fd5fe5661e\", \"f9341788-17e9-4fde-bee2-db2ad3f8f07b\", \"e6969c74-070a-454e-9595-3ab02e940391\", \"93462021-5ddb-43e2-afcf-a84994ff7b0b\"], \"total_duration\": 7564.0, \"total_sessions\": 10, \"mean_week_duration\": 37.632}, \"68098\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-07-23 22:08:00.000000+00:00\", \"2019-06-03 20:38:11.000000+00:00\", \"2020-11-24 03:43:12.000000+00:00\", \"2020-01-04 22:49:26.000000+00:00\", \"2020-01-07 21:44:50.000000+00:00\"], \"session_ids\": [\"02739796-b40a-4e72-acf8-9dfe32f489be\", \"daf8e80d-ba83-446a-89b4-2fb39792bfc1\", \"85b03e4c-67a1-42da-a3db-237ac36d785e\", \"bfe9bf7a-c0ff-494a-8d78-98e8f546d51b\", \"e2e5d7a1-fffb-4a7a-ae4d-9e51f8f32ea1\"], \"total_duration\": 3868.0, \"total_sessions\": 5, \"mean_week_duration\": 34.536}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"15406\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-06-29 06:01:57.000000+00:00\", \"2019-05-13 06:40:57.000000+00:00\"], \"session_ids\": [\"b0deeff7-e90b-4867-ac09-0f3534c1d6eb\", \"16ceae55-6c37-412a-a260-ae758618ed81\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 1.222}}, {\"22824\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-12-10 03:19:06.000000+00:00\", \"2023-03-25 05:38:08.000000+00:00\"], \"session_ids\": [\"bc05cf31-aa7b-4b3e-8e3a-a232b6cd71c4\", \"11e2c7d4-2ed4-48f3-9b6e-931588c97302\"], \"total_duration\": 254.0, \"total_sessions\": 2, \"mean_week_duration\": 2.117}}, {\"28389\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-07-30 11:33:43.000000+00:00\", \"2019-03-04 21:52:28.000000+00:00\"], \"session_ids\": [\"1e42308a-bd2a-4681-8cf5-ff8e198bec06\", \"1ad179f1-433b-4778-bc79-030627e58125\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 2.857}}, {\"81854\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-10-06 15:17:35.000000+00:00\", \"2020-09-06 06:54:01.000000+00:00\", \"2022-03-13 13:58:59.000000+00:00\"], \"session_ids\": [\"a1026476-1c0a-488c-a707-7858ec567f9a\", \"29d5ace0-4777-4b01-be41-9daaf3f2a493\", \"9655308c-dbfd-4ee0-86cb-eefbd47f2878\"], \"total_duration\": 376.0, \"total_sessions\": 3, \"mean_week_duration\": 2.961}}, {\"88141\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-01-11 02:23:25.000000+00:00\", \"2023-05-14 23:57:31.000000+00:00\"], \"session_ids\": [\"538bbea1-53b7-4aa9-a86c-fb5f826b05f4\", \"c53cfd90-0ab0-4e7d-8121-ed7851cc5982\"], \"total_duration\": 402.0, \"total_sessions\": 2, \"mean_week_duration\": 3.295}}, {\"35606\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-06-05 03:49:56.000000+00:00\", \"2019-06-14 11:11:54.000000+00:00\", \"2021-02-03 06:31:29.000000+00:00\"], \"session_ids\": [\"71c51dea-e103-4053-9f49-d3f04c8821ea\", \"b24a7078-ae43-4f58-abbb-fad1ed7b98ce\", \"4eb66942-f2b1-45e3-8dd8-67d9ff9c78e9\"], \"total_duration\": 310.0, \"total_sessions\": 3, \"mean_week_duration\": 3.605}}, {\"10618\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-01-23 16:53:16.000000+00:00\", \"2022-09-19 09:17:38.000000+00:00\", \"2022-10-05 23:03:27.000000+00:00\", \"2022-01-23 12:04:49.000000+00:00\", \"2020-09-20 14:21:54.000000+00:00\", \"2022-04-24 00:42:51.000000+00:00\", \"2022-10-03 23:49:05.000000+00:00\", \"2021-01-28 06:30:32.000000+00:00\", \"2019-03-10 15:06:17.000000+00:00\"], \"session_ids\": [\"2f23d3dc-dfc2-4175-b278-6c2e699630eb\", \"19b52a2b-35c2-4823-8bfa-e25d360c51ee\", \"d136158e-9b00-4b1b-b10a-d4be0c85397a\", \"e177fc2e-bfc9-41d2-b28c-8273e77b86c7\", \"aac3769e-a640-479d-a5ea-2157eab6d045\", \"78aa7899-19c3-497d-b902-dc0d97da7931\", \"ab6020a5-77a0-4233-9cce-05748291463e\", \"00adb0b6-de54-464c-bec4-2aab267d8a03\", \"c80c360b-4757-4ff6-aade-0ab9c103e9e6\"], \"total_duration\": 1495.0, \"total_sessions\": 9, \"mean_week_duration\": 7.995}}, {\"68098\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-07-23 22:08:00.000000+00:00\", \"2019-06-03 20:38:11.000000+00:00\", \"2020-11-24 03:43:12.000000+00:00\", \"2020-01-04 22:49:26.000000+00:00\", \"2020-01-07 21:44:50.000000+00:00\"], \"session_ids\": [\"02739796-b40a-4e72-acf8-9dfe32f489be\", \"daf8e80d-ba83-446a-89b4-2fb39792bfc1\", \"85b03e4c-67a1-42da-a3db-237ac36d785e\", \"bfe9bf7a-c0ff-494a-8d78-98e8f546d51b\", \"e2e5d7a1-fffb-4a7a-ae4d-9e51f8f32ea1\"], \"total_duration\": 3868.0, \"total_sessions\": 5, \"mean_week_duration\": 34.536}}, {\"28460\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-12-25 20:29:40.000000+00:00\", \"2022-09-08 02:24:48.000000+00:00\", \"2020-05-30 10:21:15.000000+00:00\", \"2021-06-25 12:31:40.000000+00:00\", \"2019-05-13 02:37:22.000000+00:00\", \"2022-01-11 01:02:47.000000+00:00\", \"2022-11-17 19:52:19.000000+00:00\", \"2023-03-14 07:08:49.000000+00:00\", \"2023-02-22 22:26:29.000000+00:00\", \"2022-06-04 04:23:44.000000+00:00\"], \"session_ids\": [\"56a91db4-d8a2-4709-9e40-4d37c09b003d\", \"29dbe1a3-4c06-4280-a746-d616ab4e1ba1\", \"74e7c234-6ef2-403b-89a9-9c9512aae072\", \"df6b491d-86fa-4f11-aaf3-63e14248dbb0\", \"65998609-2f37-4932-a6fd-74cc5ba82e67\", \"7d2db76a-2d7f-45a2-b8ee-1f6c38872446\", \"eec76c88-c268-4c4b-b661-70fd5fe5661e\", \"f9341788-17e9-4fde-bee2-db2ad3f8f07b\", \"e6969c74-070a-454e-9595-3ab02e940391\", \"93462021-5ddb-43e2-afcf-a84994ff7b0b\"], \"total_duration\": 7564.0, \"total_sessions\": 10, \"mean_week_duration\": 37.632}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 5 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"15406\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-06-29 06:01:57.000000+00:00\", \"2019-05-13 06:40:57.000000+00:00\"], \"session_ids\": [\"b0deeff7-e90b-4867-ac09-0f3534c1d6eb\", \"16ceae55-6c37-412a-a260-ae758618ed81\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 1.222}}, {\"22824\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-12-10 03:19:06.000000+00:00\", \"2023-03-25 05:38:08.000000+00:00\"], \"session_ids\": [\"bc05cf31-aa7b-4b3e-8e3a-a232b6cd71c4\", \"11e2c7d4-2ed4-48f3-9b6e-931588c97302\"], \"total_duration\": 254.0, \"total_sessions\": 2, \"mean_week_duration\": 2.117}}, {\"28389\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-07-30 11:33:43.000000+00:00\", \"2019-03-04 21:52:28.000000+00:00\"], \"session_ids\": [\"1e42308a-bd2a-4681-8cf5-ff8e198bec06\", \"1ad179f1-433b-4778-bc79-030627e58125\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 2.857}}, {\"81854\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-10-06 15:17:35.000000+00:00\", \"2020-09-06 06:54:01.000000+00:00\", \"2022-03-13 13:58:59.000000+00:00\"], \"session_ids\": [\"a1026476-1c0a-488c-a707-7858ec567f9a\", \"29d5ace0-4777-4b01-be41-9daaf3f2a493\", \"9655308c-dbfd-4ee0-86cb-eefbd47f2878\"], \"total_duration\": 376.0, \"total_sessions\": 3, \"mean_week_duration\": 2.961}}, {\"88141\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-01-11 02:23:25.000000+00:00\", \"2023-05-14 23:57:31.000000+00:00\"], \"session_ids\": [\"538bbea1-53b7-4aa9-a86c-fb5f826b05f4\", \"c53cfd90-0ab0-4e7d-8121-ed7851cc5982\"], \"total_duration\": 402.0, \"total_sessions\": 2, \"mean_week_duration\": 3.295}}]\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[{\"15406\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-06-29 06:01:57.000000+00:00\", \"2019-05-13 06:40:57.000000+00:00\"], \"session_ids\": [\"b0deeff7-e90b-4867-ac09-0f3534c1d6eb\", \"16ceae55-6c37-412a-a260-ae758618ed81\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 1.222}}, {\"22824\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-12-10 03:19:06.000000+00:00\", \"2023-03-25 05:38:08.000000+00:00\"], \"session_ids\": [\"bc05cf31-aa7b-4b3e-8e3a-a232b6cd71c4\", \"11e2c7d4-2ed4-48f3-9b6e-931588c97302\"], \"total_duration\": 254.0, \"total_sessions\": 2, \"mean_week_duration\": 2.117}}, {\"28389\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-07-30 11:33:43.000000+00:00\", \"2019-03-04 21:52:28.000000+00:00\"], \"session_ids\": [\"1e42308a-bd2a-4681-8cf5-ff8e198bec06\", \"1ad179f1-433b-4778-bc79-030627e58125\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 2.857}}, {\"81854\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-10-06 15:17:35.000000+00:00\", \"2020-09-06 06:54:01.000000+00:00\", \"2022-03-13 13:58:59.000000+00:00\"], \"session_ids\": [\"a1026476-1c0a-488c-a707-7858ec567f9a\", \"29d5ace0-4777-4b01-be41-9daaf3f2a493\", \"9655308c-dbfd-4ee0-86cb-eefbd47f2878\"], \"total_duration\": 376.0, \"total_sessions\": 3, \"mean_week_duration\": 2.961}}, {\"88141\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-01-11 02:23:25.000000+00:00\", \"2023-05-14 23:57:31.000000+00:00\"], \"session_ids\": [\"538bbea1-53b7-4aa9-a86c-fb5f826b05f4\", \"c53cfd90-0ab0-4e7d-8121-ed7851cc5982\"], \"total_duration\": 402.0, \"total_sessions\": 2, \"mean_week_duration\": 3.295}}]\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 time spent on the site per week is <= than 12 + perform sorting by town name form the highest to the lowest."
}
] |
[
{
"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{\"41667\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-03-19 07:49:18.000000+00:00\", \"2023-03-21 04:19:28.000000+00:00\"], \"session_ids\": [\"8bd8b34d-9bc7-4f12-9562-87abd31fa529\", \"5f3ddcad-5b7c-469a-80f7-8f04fa9424cc\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 0.488}, \"12254\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-06-04 13:17:10.000000+00:00\", \"2022-02-21 20:47:27.000000+00:00\", \"2020-06-04 08:45:02.000000+00:00\", \"2020-12-03 00:15:26.000000+00:00\", \"2021-08-01 22:08:16.000000+00:00\", \"2022-02-03 02:42:59.000000+00:00\"], \"session_ids\": [\"ee654fc6-0376-4334-ad77-4282afb514e1\", \"7a73f7c7-463b-4a37-b719-1f84fbee9160\", \"39596a03-830d-4197-9474-fb23fa3043be\", \"25b99809-1035-421d-8e83-3e5c65758d9c\", \"758a1b3d-f91d-4bee-a0c8-c9c210cb065d\", \"76c0da1a-d693-4a81-b88b-f145fc0ad707\"], \"total_duration\": 2273.0, \"total_sessions\": 6, \"mean_week_duration\": 16.007}, \"95716\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-11-04 15:42:22.000000+00:00\", \"2019-01-03 02:16:17.000000+00:00\"], \"session_ids\": [\"60f27a59-656e-495d-9593-3ebe31e2b2a3\", \"96c52681-b287-44c1-8adb-2e10a0d7ce97\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 0.802}, \"99365\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-02-09 08:09:27.000000+00:00\", \"2023-03-13 23:44:00.000000+00:00\", \"2023-04-19 03:16:19.000000+00:00\"], \"session_ids\": [\"9f9bbb9e-fbb7-433c-b028-af1b95eccbf8\", \"725aeb99-e1ec-40e8-8b1a-b7dc98cc84a7\", \"75296799-eab2-4b77-8833-a5dab0550a08\"], \"total_duration\": 457.0, \"total_sessions\": 3, \"mean_week_duration\": 2.087}, \"79541\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-05-29 09:15:37.000000+00:00\", \"2023-04-11 12:26:56.000000+00:00\"], \"session_ids\": [\"42ab0881-9540-4f6a-a2ec-4ee9267f7e9b\", \"b581c7fa-d66c-453d-92ac-9d5274cf4ac4\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 1.213}, \"16660\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-10-19 02:56:30.000000+00:00\", \"2023-04-15 07:14:34.000000+00:00\"], \"session_ids\": [\"98eba556-72d4-451b-af85-fcd56b7d7192\", \"51393831-578e-4d5c-8ec8-082b24d8fc3c\"], \"total_duration\": 194.0, \"total_sessions\": 2, \"mean_week_duration\": 7.462}, \"16426\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-11-07 04:08:53.000000+00:00\", \"2020-07-23 07:09:47.000000+00:00\"], \"session_ids\": [\"3bb79e9e-8570-4577-bdd7-ce755d3291cf\", \"127e86f2-9b1e-43b9-a999-a4d9f35fb017\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 5.297}, \"90760\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-03-03 18:31:04.000000+00:00\", \"2021-07-21 22:48:22.000000+00:00\", \"2020-12-31 10:17:21.000000+00:00\"], \"session_ids\": [\"55f4fbe8-20c5-418e-ace0-2b2981e9b03d\", \"6e94248d-11ac-400e-9751-9847f3ed7c0b\", \"a24a6acb-ff94-472b-8818-d0fc10678204\"], \"total_duration\": 281.0, \"total_sessions\": 3, \"mean_week_duration\": 3.849}, \"29112\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-04-24 22:55:19.000000+00:00\", \"2020-07-30 15:54:39.000000+00:00\"], \"session_ids\": [\"99fd59ae-e321-4d1d-a977-788483239ce2\", \"6e646084-ae73-4de2-82ff-ed17138fac78\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 0.703}, \"64057\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-10-12 12:54:50.000000+00:00\", \"2020-03-10 00:17:34.000000+00:00\"], \"session_ids\": [\"ff8dd634-603c-430d-9307-4e8e448713b2\", \"0f1643b3-7881-4deb-bb68-4c5b158f4eef\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 2.518}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or less than 12"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[12, 28]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"41667\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-03-19 07:49:18.000000+00:00\", \"2023-03-21 04:19:28.000000+00:00\"], \"session_ids\": [\"8bd8b34d-9bc7-4f12-9562-87abd31fa529\", \"5f3ddcad-5b7c-469a-80f7-8f04fa9424cc\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 0.488}, \"95716\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-11-04 15:42:22.000000+00:00\", \"2019-01-03 02:16:17.000000+00:00\"], \"session_ids\": [\"60f27a59-656e-495d-9593-3ebe31e2b2a3\", \"96c52681-b287-44c1-8adb-2e10a0d7ce97\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 0.802}, \"99365\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-02-09 08:09:27.000000+00:00\", \"2023-03-13 23:44:00.000000+00:00\", \"2023-04-19 03:16:19.000000+00:00\"], \"session_ids\": [\"9f9bbb9e-fbb7-433c-b028-af1b95eccbf8\", \"725aeb99-e1ec-40e8-8b1a-b7dc98cc84a7\", \"75296799-eab2-4b77-8833-a5dab0550a08\"], \"total_duration\": 457.0, \"total_sessions\": 3, \"mean_week_duration\": 2.087}, \"79541\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-05-29 09:15:37.000000+00:00\", \"2023-04-11 12:26:56.000000+00:00\"], \"session_ids\": [\"42ab0881-9540-4f6a-a2ec-4ee9267f7e9b\", \"b581c7fa-d66c-453d-92ac-9d5274cf4ac4\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 1.213}, \"16660\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-10-19 02:56:30.000000+00:00\", \"2023-04-15 07:14:34.000000+00:00\"], \"session_ids\": [\"98eba556-72d4-451b-af85-fcd56b7d7192\", \"51393831-578e-4d5c-8ec8-082b24d8fc3c\"], \"total_duration\": 194.0, \"total_sessions\": 2, \"mean_week_duration\": 7.462}, \"16426\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-11-07 04:08:53.000000+00:00\", \"2020-07-23 07:09:47.000000+00:00\"], \"session_ids\": [\"3bb79e9e-8570-4577-bdd7-ce755d3291cf\", \"127e86f2-9b1e-43b9-a999-a4d9f35fb017\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 5.297}, \"90760\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-03-03 18:31:04.000000+00:00\", \"2021-07-21 22:48:22.000000+00:00\", \"2020-12-31 10:17:21.000000+00:00\"], \"session_ids\": [\"55f4fbe8-20c5-418e-ace0-2b2981e9b03d\", \"6e94248d-11ac-400e-9751-9847f3ed7c0b\", \"a24a6acb-ff94-472b-8818-d0fc10678204\"], \"total_duration\": 281.0, \"total_sessions\": 3, \"mean_week_duration\": 3.849}, \"29112\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-04-24 22:55:19.000000+00:00\", \"2020-07-30 15:54:39.000000+00:00\"], \"session_ids\": [\"99fd59ae-e321-4d1d-a977-788483239ce2\", \"6e646084-ae73-4de2-82ff-ed17138fac78\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 0.703}, \"64057\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-10-12 12:54:50.000000+00:00\", \"2020-03-10 00:17:34.000000+00:00\"], \"session_ids\": [\"ff8dd634-603c-430d-9307-4e8e448713b2\", \"0f1643b3-7881-4deb-bb68-4c5b158f4eef\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 2.518}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"79541\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-05-29 09:15:37.000000+00:00\", \"2023-04-11 12:26:56.000000+00:00\"], \"session_ids\": [\"42ab0881-9540-4f6a-a2ec-4ee9267f7e9b\", \"b581c7fa-d66c-453d-92ac-9d5274cf4ac4\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 1.213}}, {\"16426\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-11-07 04:08:53.000000+00:00\", \"2020-07-23 07:09:47.000000+00:00\"], \"session_ids\": [\"3bb79e9e-8570-4577-bdd7-ce755d3291cf\", \"127e86f2-9b1e-43b9-a999-a4d9f35fb017\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 5.297}}, {\"99365\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-02-09 08:09:27.000000+00:00\", \"2023-03-13 23:44:00.000000+00:00\", \"2023-04-19 03:16:19.000000+00:00\"], \"session_ids\": [\"9f9bbb9e-fbb7-433c-b028-af1b95eccbf8\", \"725aeb99-e1ec-40e8-8b1a-b7dc98cc84a7\", \"75296799-eab2-4b77-8833-a5dab0550a08\"], \"total_duration\": 457.0, \"total_sessions\": 3, \"mean_week_duration\": 2.087}}, {\"95716\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-11-04 15:42:22.000000+00:00\", \"2019-01-03 02:16:17.000000+00:00\"], \"session_ids\": [\"60f27a59-656e-495d-9593-3ebe31e2b2a3\", \"96c52681-b287-44c1-8adb-2e10a0d7ce97\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 0.802}}, {\"64057\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-10-12 12:54:50.000000+00:00\", \"2020-03-10 00:17:34.000000+00:00\"], \"session_ids\": [\"ff8dd634-603c-430d-9307-4e8e448713b2\", \"0f1643b3-7881-4deb-bb68-4c5b158f4eef\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 2.518}}, {\"29112\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-04-24 22:55:19.000000+00:00\", \"2020-07-30 15:54:39.000000+00:00\"], \"session_ids\": [\"99fd59ae-e321-4d1d-a977-788483239ce2\", \"6e646084-ae73-4de2-82ff-ed17138fac78\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 0.703}}, {\"16660\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-10-19 02:56:30.000000+00:00\", \"2023-04-15 07:14:34.000000+00:00\"], \"session_ids\": [\"98eba556-72d4-451b-af85-fcd56b7d7192\", \"51393831-578e-4d5c-8ec8-082b24d8fc3c\"], \"total_duration\": 194.0, \"total_sessions\": 2, \"mean_week_duration\": 7.462}}, {\"90760\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-03-03 18:31:04.000000+00:00\", \"2021-07-21 22:48:22.000000+00:00\", \"2020-12-31 10:17:21.000000+00:00\"], \"session_ids\": [\"55f4fbe8-20c5-418e-ace0-2b2981e9b03d\", \"6e94248d-11ac-400e-9751-9847f3ed7c0b\", \"a24a6acb-ff94-472b-8818-d0fc10678204\"], \"total_duration\": 281.0, \"total_sessions\": 3, \"mean_week_duration\": 3.849}}, {\"41667\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-03-19 07:49:18.000000+00:00\", \"2023-03-21 04:19:28.000000+00:00\"], \"session_ids\": [\"8bd8b34d-9bc7-4f12-9562-87abd31fa529\", \"5f3ddcad-5b7c-469a-80f7-8f04fa9424cc\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 0.488}}]\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[{\"79541\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-05-29 09:15:37.000000+00:00\", \"2023-04-11 12:26:56.000000+00:00\"], \"session_ids\": [\"42ab0881-9540-4f6a-a2ec-4ee9267f7e9b\", \"b581c7fa-d66c-453d-92ac-9d5274cf4ac4\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 1.213}}, {\"16426\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-11-07 04:08:53.000000+00:00\", \"2020-07-23 07:09:47.000000+00:00\"], \"session_ids\": [\"3bb79e9e-8570-4577-bdd7-ce755d3291cf\", \"127e86f2-9b1e-43b9-a999-a4d9f35fb017\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 5.297}}, {\"99365\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-02-09 08:09:27.000000+00:00\", \"2023-03-13 23:44:00.000000+00:00\", \"2023-04-19 03:16:19.000000+00:00\"], \"session_ids\": [\"9f9bbb9e-fbb7-433c-b028-af1b95eccbf8\", \"725aeb99-e1ec-40e8-8b1a-b7dc98cc84a7\", \"75296799-eab2-4b77-8833-a5dab0550a08\"], \"total_duration\": 457.0, \"total_sessions\": 3, \"mean_week_duration\": 2.087}}, {\"95716\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-11-04 15:42:22.000000+00:00\", \"2019-01-03 02:16:17.000000+00:00\"], \"session_ids\": [\"60f27a59-656e-495d-9593-3ebe31e2b2a3\", \"96c52681-b287-44c1-8adb-2e10a0d7ce97\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 0.802}}, {\"64057\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-10-12 12:54:50.000000+00:00\", \"2020-03-10 00:17:34.000000+00:00\"], \"session_ids\": [\"ff8dd634-603c-430d-9307-4e8e448713b2\", \"0f1643b3-7881-4deb-bb68-4c5b158f4eef\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 2.518}}, {\"29112\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-04-24 22:55:19.000000+00:00\", \"2020-07-30 15:54:39.000000+00:00\"], \"session_ids\": [\"99fd59ae-e321-4d1d-a977-788483239ce2\", \"6e646084-ae73-4de2-82ff-ed17138fac78\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 0.703}}, {\"16660\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-10-19 02:56:30.000000+00:00\", \"2023-04-15 07:14:34.000000+00:00\"], \"session_ids\": [\"98eba556-72d4-451b-af85-fcd56b7d7192\", \"51393831-578e-4d5c-8ec8-082b24d8fc3c\"], \"total_duration\": 194.0, \"total_sessions\": 2, \"mean_week_duration\": 7.462}}, {\"90760\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-03-03 18:31:04.000000+00:00\", \"2021-07-21 22:48:22.000000+00:00\", \"2020-12-31 10:17:21.000000+00:00\"], \"session_ids\": [\"55f4fbe8-20c5-418e-ace0-2b2981e9b03d\", \"6e94248d-11ac-400e-9751-9847f3ed7c0b\", \"a24a6acb-ff94-472b-8818-d0fc10678204\"], \"total_duration\": 281.0, \"total_sessions\": 3, \"mean_week_duration\": 3.849}}, {\"41667\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-03-19 07:49:18.000000+00:00\", \"2023-03-21 04:19:28.000000+00:00\"], \"session_ids\": [\"8bd8b34d-9bc7-4f12-9562-87abd31fa529\", \"5f3ddcad-5b7c-469a-80f7-8f04fa9424cc\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 0.488}}]\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 4 users pieces of information who are folks of cities Reykjavik, Manila, Nairobi, Ho Chi Minh City, Singapore City and in addition apply sorting by time spent on the site decliningly , moreover display me only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"97982\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2020-02-26 16:48:46.000000+00:00\", \"2019-06-12 03:30:25.000000+00:00\"], \"session_ids\": [\"87d6d07c-2476-469e-804d-9dbad69e32ea\", \"4f8c91b5-bf99-4e4b-a789-d38fbbfffed0\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 10.378}, \"9361\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-11-20 21:44:37.000000+00:00\", \"2019-12-07 01:36:01.000000+00:00\"], \"session_ids\": [\"4ac989fb-93e9-4036-9035-ede17b95bc82\", \"f7b9172d-33b7-4922-a171-9d336836556a\"], \"total_duration\": 295.0, \"total_sessions\": 2, \"mean_week_duration\": 2.892}, \"1319\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-06-06 10:20:19.000000+00:00\", \"2019-01-30 02:50:56.000000+00:00\"], \"session_ids\": [\"19d8076f-a47f-4e4f-9091-9a8027540b46\", \"63919d98-4c81-4e79-adfc-e6f153169d94\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.398}, \"29500\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-01-05 02:04:31.000000+00:00\", \"2020-07-15 06:54:05.000000+00:00\"], \"session_ids\": [\"5dcd3268-7f90-4288-8218-5d47a466fe3c\", \"41159c94-952a-443e-9e37-d59159f2b47b\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 1.195}, \"16740\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"New York City\", \"datetimes\": [\"2021-02-24 20:08:53.000000+00:00\", \"2021-08-08 14:00:11.000000+00:00\", \"2020-09-04 04:26:11.000000+00:00\"], \"session_ids\": [\"111d2714-2e4c-43c6-b73d-640c98946df9\", \"fa89ea4e-92a1-4d50-9142-14fd295574fd\", \"fca9eb25-0986-4c96-bbb8-6b785b3a8c47\"], \"total_duration\": 898.0, \"total_sessions\": 3, \"mean_week_duration\": 18.327}, \"71982\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-11-27 11:27:43.000000+00:00\", \"2022-02-19 21:26:07.000000+00:00\"], \"session_ids\": [\"b965163c-b098-4dbe-9b0e-eaa3687452a2\", \"084b75ee-9238-4363-aeac-bdb557bbd012\"], \"total_duration\": 276.0, \"total_sessions\": 2, \"mean_week_duration\": 2.359}, \"23643\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 4, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-23 03:10:25.000000+00:00\", \"2020-04-30 06:08:47.000000+00:00\", \"2022-03-30 22:57:43.000000+00:00\", \"2020-02-19 21:22:16.000000+00:00\"], \"session_ids\": [\"be765409-3d93-4b7c-bad9-637da55d1049\", \"cd2c34cf-bfc4-43fd-8e7c-51a9f05bf2aa\", \"a3815241-18a4-43b8-a5ce-93b22f55d290\", \"53bca27a-d4fb-4da7-a6fa-14c6f9786cdc\"], \"total_duration\": 620.0, \"total_sessions\": 4, \"mean_week_duration\": 5.636}, \"29440\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-01-15 23:28:53.000000+00:00\", \"2022-07-27 03:48:13.000000+00:00\"], \"session_ids\": [\"aedd9d50-9d2f-4faa-9330-0e38969a9410\", \"2ec64b02-0eab-4b16-97d1-ce4c94af0ff7\"], \"total_duration\": 353.0, \"total_sessions\": 2, \"mean_week_duration\": 4.412}, \"91035\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-02-11 19:16:40.000000+00:00\", \"2020-09-25 05:19:33.000000+00:00\"], \"session_ids\": [\"1eb59b8b-5bfa-4d02-b38d-ca642f80eaca\", \"57ab335a-90ce-418a-8d54-9bb277fbf9f6\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 1.333}, \"14490\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-03-03 16:42:35.000000+00:00\", \"2020-07-14 16:47:52.000000+00:00\"], \"session_ids\": [\"2fc11419-3e8c-453c-9633-ffeee54171ba\", \"0486b35a-dce6-42f5-aa39-012b907c4b34\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.576}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are Reykjavik, Manila, Nairobi, Ho Chi Minh City, Singapore City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Reykjavik\", \"Manila\", \"Nairobi\", \"Ho Chi Minh City\", \"Singapore City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"29500\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-01-05 02:04:31.000000+00:00\", \"2020-07-15 06:54:05.000000+00:00\"], \"session_ids\": [\"5dcd3268-7f90-4288-8218-5d47a466fe3c\", \"41159c94-952a-443e-9e37-d59159f2b47b\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 1.195}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"29500\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-01-05 02:04:31.000000+00:00\", \"2020-07-15 06:54:05.000000+00:00\"], \"session_ids\": [\"5dcd3268-7f90-4288-8218-5d47a466fe3c\", \"41159c94-952a-443e-9e37-d59159f2b47b\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 1.195}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"29500\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-01-05 02:04:31.000000+00:00\", \"2020-07-15 06:54:05.000000+00:00\"], \"session_ids\": [\"5dcd3268-7f90-4288-8218-5d47a466fe3c\", \"41159c94-952a-443e-9e37-d59159f2b47b\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 1.195}}]\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[{\"29500\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-01-05 02:04:31.000000+00:00\", \"2020-07-15 06:54:05.000000+00:00\"], \"session_ids\": [\"5dcd3268-7f90-4288-8218-5d47a466fe3c\", \"41159c94-952a-443e-9e37-d59159f2b47b\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 1.195}}]\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 8 users I can find living in city Dublin and sort by time in app 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{\"46276\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-09-12 05:47:42.000000+00:00\", \"2019-09-09 16:19:18.000000+00:00\", \"2019-08-21 10:11:48.000000+00:00\"], \"session_ids\": [\"5538dd65-96be-488d-9eae-134a32f4af57\", \"66515296-4452-432b-894e-8f2ae3fb7731\", \"172eefbd-77f8-43e2-838b-e32821571e93\"], \"total_duration\": 224.0, \"total_sessions\": 3, \"mean_week_duration\": 4.0}, \"59283\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-06-28 14:54:14.000000+00:00\", \"2021-06-02 18:40:46.000000+00:00\", \"2021-11-04 16:54:41.000000+00:00\", \"2022-10-29 09:37:54.000000+00:00\", \"2019-08-03 05:31:49.000000+00:00\"], \"session_ids\": [\"50fe6e3c-7242-42af-b966-344859cf3852\", \"b6cbd6f9-691f-41dc-a3d3-cbfaddf4dfb7\", \"27ac2a01-beef-43f0-ae53-659ea980fc1a\", \"53f99f3f-64b3-4845-a3f4-d53f4931677e\", \"09264fe3-2724-40e4-ab6a-3a6a15c19bee\"], \"total_duration\": 2646.0, \"total_sessions\": 5, \"mean_week_duration\": 15.657}, \"13680\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-03-15 05:18:24.000000+00:00\", \"2021-05-12 16:07:24.000000+00:00\"], \"session_ids\": [\"fbe632b1-d3b0-4631-b071-1c1579631aea\", \"7988e2b3-b07b-41fb-b6c2-94fc1038ba6b\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.292}, \"91594\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-12-04 18:03:28.000000+00:00\", \"2021-07-03 00:33:15.000000+00:00\"], \"session_ids\": [\"57bbb43f-2e01-497c-b5e9-851aa7d58ccf\", \"f42bc12f-a550-427f-8ed5-d73a69c188a6\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 3.453}, \"87071\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-02-05 21:32:47.000000+00:00\", \"2022-06-27 19:45:09.000000+00:00\", \"2020-12-25 18:19:56.000000+00:00\", \"2023-03-10 23:55:18.000000+00:00\", \"2020-01-18 22:39:29.000000+00:00\", \"2022-04-14 15:23:31.000000+00:00\", \"2020-05-08 16:10:22.000000+00:00\"], \"session_ids\": [\"56a7701c-6fe8-4848-bf85-d94dd75f2e1f\", \"d3e2eeeb-a8f3-4632-b105-98c44adaa58a\", \"84927e6c-f17e-485a-bb49-88d5e31942e8\", \"3e3b54e9-03a8-49d4-b3c1-8fac0bbc64bf\", \"51cc7816-676a-4cf9-92cf-c46aa9e6cee5\", \"5d768143-b7f5-4ef3-8ae9-c2685ef46ac2\", \"5ea996ea-d785-4990-b011-cc3e0f338b91\"], \"total_duration\": 5061.0, \"total_sessions\": 7, \"mean_week_duration\": 30.86}, \"37770\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-09-17 16:30:28.000000+00:00\", \"2019-06-07 21:30:13.000000+00:00\"], \"session_ids\": [\"ac1fe15e-0cf2-47d2-9c7b-c0068096c700\", \"38f5e148-3d5e-4b2f-b6ca-733e9badde7d\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 13.733}, \"49908\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-12-05 13:48:16.000000+00:00\", \"2022-11-17 00:54:45.000000+00:00\", \"2020-03-15 16:08:31.000000+00:00\"], \"session_ids\": [\"2ab1f22c-4432-442b-b5c9-6cad2ece5bd5\", \"3e18c139-2873-4234-9bea-0b9b95fb2177\", \"3e7fb677-979a-4bee-b208-4f4be884b4c9\"], \"total_duration\": 117.0, \"total_sessions\": 3, \"mean_week_duration\": 0.836}, \"74068\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-01-07 08:29:03.000000+00:00\", \"2022-12-26 22:31:13.000000+00:00\"], \"session_ids\": [\"13655cdd-4ec3-4360-abe2-acc41417d26d\", \"c9ef296e-f4ca-41a4-a128-af650893285d\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 2.068}, \"67330\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-06-09 00:38:52.000000+00:00\", \"2021-09-19 21:47:41.000000+00:00\"], \"session_ids\": [\"cd8f0662-9b49-425e-a242-3ea67054b423\", \"faa91fd6-0360-46e1-b128-f077e7d89dcb\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 5.474}, \"43645\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-12-22 16:52:19.000000+00:00\", \"2022-04-26 06:16:00.000000+00:00\"], \"session_ids\": [\"712f28e7-6da9-44bc-9c8d-a12bf6dd3709\", \"cb4c3368-22fa-4e91-801a-c192c3fc7d83\"], \"total_duration\": 149.0, \"total_sessions\": 2, \"mean_week_duration\": 8.278}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is Dublin"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Dublin\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding 4 users with a time in app that is higher than 1351 and lower than 3207, exclusive 3207 plus do sorting by name of the town form the highest to the lowest."
}
] |
[
{
"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{\"89406\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-11-05 19:11:09.000000+00:00\", \"2021-12-25 08:31:37.000000+00:00\", \"2019-09-21 03:59:40.000000+00:00\"], \"session_ids\": [\"81c4d8ae-e4e1-4f38-9c70-759a355f2c4c\", \"10d88ff7-8915-48c8-99ab-d054fab772b6\", \"417d17d4-e72b-418f-ae78-de5c1ac2dbcf\"], \"total_duration\": 687.0, \"total_sessions\": 3, \"mean_week_duration\": 5.822}, \"69209\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-07-25 09:17:03.000000+00:00\", \"2020-12-08 02:37:06.000000+00:00\", \"2023-04-23 07:32:42.000000+00:00\", \"2020-12-03 08:17:53.000000+00:00\", \"2021-06-10 22:20:13.000000+00:00\", \"2019-05-28 20:41:32.000000+00:00\", \"2019-11-30 10:44:26.000000+00:00\", \"2020-03-25 08:06:58.000000+00:00\", \"2022-03-08 17:34:56.000000+00:00\", \"2022-10-15 11:32:48.000000+00:00\"], \"session_ids\": [\"b3f0bca0-28a5-49d9-8a0e-dfc37e3f692f\", \"73884ae0-154f-4e5a-89ba-1f73597cbe50\", \"b0b57ecc-3417-4116-881e-447de515d22d\", \"525928e9-f3d9-4e86-b3cb-6924e2c06b35\", \"2101814a-ab6d-47d2-9886-53c40bda66c9\", \"027dc528-7ee5-40cf-93ac-60b55704cc80\", \"b769dc41-1aa4-4465-b373-b84ccd8c284b\", \"4a94c915-8cca-47dc-96c3-ebd0ed18292e\", \"465032e1-d59e-471a-88b6-7f41e0b9e5af\", \"e1c8e6f1-28a7-4d85-854b-a07f4d9c365a\"], \"total_duration\": 698.0, \"total_sessions\": 10, \"mean_week_duration\": 3.422}, \"89402\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-01-29 21:30:57.000000+00:00\", \"2020-05-12 04:00:00.000000+00:00\"], \"session_ids\": [\"870ab25a-b270-4666-bc63-d153498d0116\", \"2db5434d-8be7-45b1-b9e8-cfcf51912592\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 21.933}, \"41642\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-01-30 21:49:24.000000+00:00\", \"2021-04-26 23:06:45.000000+00:00\", \"2021-08-19 02:43:42.000000+00:00\", \"2019-10-19 04:37:16.000000+00:00\"], \"session_ids\": [\"b4e76e66-3478-4f6e-9580-e9c0cb7e22d1\", \"09f1fccf-e3d4-42fb-9a08-6f7793ba6b29\", \"a7a6945f-928d-4708-91c0-4d5d3bae49e8\", \"1e219f94-c779-40f1-8a36-81e854961ac5\"], \"total_duration\": 97.0, \"total_sessions\": 4, \"mean_week_duration\": 1.01}, \"83653\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-08-11 04:16:47.000000+00:00\", \"2021-04-24 21:05:43.000000+00:00\", \"2021-09-08 16:08:25.000000+00:00\"], \"session_ids\": [\"8b6b2919-5056-434e-b1e1-b18c9e6ab078\", \"609331c4-32b5-4fc7-8542-536a3052c3ae\", \"59032074-5f25-4f12-92b5-4dccef113019\"], \"total_duration\": 394.0, \"total_sessions\": 3, \"mean_week_duration\": 5.794}, \"51584\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-10-05 17:32:36.000000+00:00\", \"2019-12-15 00:55:35.000000+00:00\"], \"session_ids\": [\"7d79ff83-77bf-428d-a631-7865dc107900\", \"5c97e463-db92-49ca-8c64-c099494d2823\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 1.349}, \"12913\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-07-09 10:40:08.000000+00:00\", \"2019-12-05 17:42:53.000000+00:00\", \"2020-02-25 12:23:30.000000+00:00\", \"2022-12-25 22:04:32.000000+00:00\"], \"session_ids\": [\"8402bd43-9bce-495d-953c-c1d7ef991c1d\", \"726c0c18-0388-4a35-bb00-10d2956ecb40\", \"5aafc5f0-7fbe-4ee2-a139-f00b56ed8c43\", \"e2b668b9-81eb-47dd-a461-047371a784f6\"], \"total_duration\": 2106.0, \"total_sessions\": 4, \"mean_week_duration\": 13.162}, \"97852\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-06-04 02:54:33.000000+00:00\", \"2021-10-03 14:42:56.000000+00:00\", \"2021-10-20 03:23:38.000000+00:00\", \"2019-09-14 21:20:00.000000+00:00\", \"2019-10-27 21:18:22.000000+00:00\", \"2019-08-16 00:15:43.000000+00:00\", \"2020-06-20 09:52:29.000000+00:00\", \"2022-05-31 11:53:12.000000+00:00\", \"2019-12-06 08:54:30.000000+00:00\", \"2020-06-26 15:05:05.000000+00:00\", \"2022-01-17 20:52:11.000000+00:00\"], \"session_ids\": [\"e2d7e55e-57c9-4731-9157-fe94b6d2ecc5\", \"9493f3c6-3964-40f0-ba1d-50ea315d7f1d\", \"d3505064-592b-4dbd-88ed-e867c9da7365\", \"080692e1-36e0-4921-ac2b-35a394f05a61\", \"b3abe6c1-9a42-4cf4-972d-b00f555fad55\", \"be8bc726-da1e-495b-8a66-e9b49164e488\", \"778a35d9-7b80-4b26-bdbd-5786c8e20eaa\", \"f930ee5d-f8fe-44b8-a9a2-633336f3f724\", \"ba8ffa0d-5d88-42b4-a52f-b37a726ecca7\", \"a731c9ca-c8ff-4c05-9726-12cfe192e066\", \"fe944f3c-38be-476e-a723-3bc2da9ae3e1\"], \"total_duration\": 3121.0, \"total_sessions\": 11, \"mean_week_duration\": 21.377}, \"13836\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-02-02 06:22:45.000000+00:00\", \"2020-05-04 04:03:27.000000+00:00\", \"2022-07-08 02:32:44.000000+00:00\", \"2023-02-07 06:54:14.000000+00:00\", \"2021-10-23 21:44:32.000000+00:00\", \"2020-12-07 19:24:35.000000+00:00\", \"2021-05-15 20:38:57.000000+00:00\", \"2019-10-02 05:19:43.000000+00:00\", \"2021-08-05 21:46:40.000000+00:00\", \"2019-11-04 07:53:50.000000+00:00\", \"2020-07-19 22:17:07.000000+00:00\"], \"session_ids\": [\"cced5b4a-c299-4684-87f2-0eb4a751bf5c\", \"7e290142-f12b-4227-90b2-bd2b7c48ac83\", \"2e2c5138-f865-4505-a1c1-b4497cfb3b41\", \"bc373ede-cc8b-4d18-83eb-e89f4336b4a5\", \"a98dedf6-53ab-4271-8873-b9a1bff44152\", \"65acf8ee-4361-4851-9a97-52d14b9496ee\", \"30a70ffe-a0af-4fd8-8adb-97754eb92c80\", \"716237ad-14d4-4eed-8f07-5af15855175e\", \"38f0e846-f3f3-4374-97ad-f26c97a17657\", \"90ea5a09-9f35-467c-8745-5d3400e5b6cc\", \"1149e734-8848-49f3-9e41-4c2f88d3ce33\"], \"total_duration\": 4404.0, \"total_sessions\": 11, \"mean_week_duration\": 25.166}, \"13441\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-02-06 13:55:11.000000+00:00\", \"2019-10-13 07:02:46.000000+00:00\"], \"session_ids\": [\"b4f109c2-5859-4a1f-8d6f-18304101c511\", \"37627cd1-cabd-4086-a3f2-6a36703d0db1\"], \"total_duration\": 177.0, \"total_sessions\": 2, \"mean_week_duration\": 4.917}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or greater than 1351 and are less than 3207"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_duration\": [[1351, 3207]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"12913\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-07-09 10:40:08.000000+00:00\", \"2019-12-05 17:42:53.000000+00:00\", \"2020-02-25 12:23:30.000000+00:00\", \"2022-12-25 22:04:32.000000+00:00\"], \"session_ids\": [\"8402bd43-9bce-495d-953c-c1d7ef991c1d\", \"726c0c18-0388-4a35-bb00-10d2956ecb40\", \"5aafc5f0-7fbe-4ee2-a139-f00b56ed8c43\", \"e2b668b9-81eb-47dd-a461-047371a784f6\"], \"total_duration\": 2106.0, \"total_sessions\": 4, \"mean_week_duration\": 13.162}, \"97852\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-06-04 02:54:33.000000+00:00\", \"2021-10-03 14:42:56.000000+00:00\", \"2021-10-20 03:23:38.000000+00:00\", \"2019-09-14 21:20:00.000000+00:00\", \"2019-10-27 21:18:22.000000+00:00\", \"2019-08-16 00:15:43.000000+00:00\", \"2020-06-20 09:52:29.000000+00:00\", \"2022-05-31 11:53:12.000000+00:00\", \"2019-12-06 08:54:30.000000+00:00\", \"2020-06-26 15:05:05.000000+00:00\", \"2022-01-17 20:52:11.000000+00:00\"], \"session_ids\": [\"e2d7e55e-57c9-4731-9157-fe94b6d2ecc5\", \"9493f3c6-3964-40f0-ba1d-50ea315d7f1d\", \"d3505064-592b-4dbd-88ed-e867c9da7365\", \"080692e1-36e0-4921-ac2b-35a394f05a61\", \"b3abe6c1-9a42-4cf4-972d-b00f555fad55\", \"be8bc726-da1e-495b-8a66-e9b49164e488\", \"778a35d9-7b80-4b26-bdbd-5786c8e20eaa\", \"f930ee5d-f8fe-44b8-a9a2-633336f3f724\", \"ba8ffa0d-5d88-42b4-a52f-b37a726ecca7\", \"a731c9ca-c8ff-4c05-9726-12cfe192e066\", \"fe944f3c-38be-476e-a723-3bc2da9ae3e1\"], \"total_duration\": 3121.0, \"total_sessions\": 11, \"mean_week_duration\": 21.377}}\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[{\"12913\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-07-09 10:40:08.000000+00:00\", \"2019-12-05 17:42:53.000000+00:00\", \"2020-02-25 12:23:30.000000+00:00\", \"2022-12-25 22:04:32.000000+00:00\"], \"session_ids\": [\"8402bd43-9bce-495d-953c-c1d7ef991c1d\", \"726c0c18-0388-4a35-bb00-10d2956ecb40\", \"5aafc5f0-7fbe-4ee2-a139-f00b56ed8c43\", \"e2b668b9-81eb-47dd-a461-047371a784f6\"], \"total_duration\": 2106.0, \"total_sessions\": 4, \"mean_week_duration\": 13.162}}, {\"97852\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-06-04 02:54:33.000000+00:00\", \"2021-10-03 14:42:56.000000+00:00\", \"2021-10-20 03:23:38.000000+00:00\", \"2019-09-14 21:20:00.000000+00:00\", \"2019-10-27 21:18:22.000000+00:00\", \"2019-08-16 00:15:43.000000+00:00\", \"2020-06-20 09:52:29.000000+00:00\", \"2022-05-31 11:53:12.000000+00:00\", \"2019-12-06 08:54:30.000000+00:00\", \"2020-06-26 15:05:05.000000+00:00\", \"2022-01-17 20:52:11.000000+00:00\"], \"session_ids\": [\"e2d7e55e-57c9-4731-9157-fe94b6d2ecc5\", \"9493f3c6-3964-40f0-ba1d-50ea315d7f1d\", \"d3505064-592b-4dbd-88ed-e867c9da7365\", \"080692e1-36e0-4921-ac2b-35a394f05a61\", \"b3abe6c1-9a42-4cf4-972d-b00f555fad55\", \"be8bc726-da1e-495b-8a66-e9b49164e488\", \"778a35d9-7b80-4b26-bdbd-5786c8e20eaa\", \"f930ee5d-f8fe-44b8-a9a2-633336f3f724\", \"ba8ffa0d-5d88-42b4-a52f-b37a726ecca7\", \"a731c9ca-c8ff-4c05-9726-12cfe192e066\", \"fe944f3c-38be-476e-a723-3bc2da9ae3e1\"], \"total_duration\": 3121.0, \"total_sessions\": 11, \"mean_week_duration\": 21.377}}]\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[{\"12913\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-07-09 10:40:08.000000+00:00\", \"2019-12-05 17:42:53.000000+00:00\", \"2020-02-25 12:23:30.000000+00:00\", \"2022-12-25 22:04:32.000000+00:00\"], \"session_ids\": [\"8402bd43-9bce-495d-953c-c1d7ef991c1d\", \"726c0c18-0388-4a35-bb00-10d2956ecb40\", \"5aafc5f0-7fbe-4ee2-a139-f00b56ed8c43\", \"e2b668b9-81eb-47dd-a461-047371a784f6\"], \"total_duration\": 2106.0, \"total_sessions\": 4, \"mean_week_duration\": 13.162}}, {\"97852\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-06-04 02:54:33.000000+00:00\", \"2021-10-03 14:42:56.000000+00:00\", \"2021-10-20 03:23:38.000000+00:00\", \"2019-09-14 21:20:00.000000+00:00\", \"2019-10-27 21:18:22.000000+00:00\", \"2019-08-16 00:15:43.000000+00:00\", \"2020-06-20 09:52:29.000000+00:00\", \"2022-05-31 11:53:12.000000+00:00\", \"2019-12-06 08:54:30.000000+00:00\", \"2020-06-26 15:05:05.000000+00:00\", \"2022-01-17 20:52:11.000000+00:00\"], \"session_ids\": [\"e2d7e55e-57c9-4731-9157-fe94b6d2ecc5\", \"9493f3c6-3964-40f0-ba1d-50ea315d7f1d\", \"d3505064-592b-4dbd-88ed-e867c9da7365\", \"080692e1-36e0-4921-ac2b-35a394f05a61\", \"b3abe6c1-9a42-4cf4-972d-b00f555fad55\", \"be8bc726-da1e-495b-8a66-e9b49164e488\", \"778a35d9-7b80-4b26-bdbd-5786c8e20eaa\", \"f930ee5d-f8fe-44b8-a9a2-633336f3f724\", \"ba8ffa0d-5d88-42b4-a52f-b37a726ecca7\", \"a731c9ca-c8ff-4c05-9726-12cfe192e066\", \"fe944f3c-38be-476e-a723-3bc2da9ae3e1\"], \"total_duration\": 3121.0, \"total_sessions\": 11, \"mean_week_duration\": 21.377}}]\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[{\"12913\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-07-09 10:40:08.000000+00:00\", \"2019-12-05 17:42:53.000000+00:00\", \"2020-02-25 12:23:30.000000+00:00\", \"2022-12-25 22:04:32.000000+00:00\"], \"session_ids\": [\"8402bd43-9bce-495d-953c-c1d7ef991c1d\", \"726c0c18-0388-4a35-bb00-10d2956ecb40\", \"5aafc5f0-7fbe-4ee2-a139-f00b56ed8c43\", \"e2b668b9-81eb-47dd-a461-047371a784f6\"], \"total_duration\": 2106.0, \"total_sessions\": 4, \"mean_week_duration\": 13.162}}, {\"97852\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-06-04 02:54:33.000000+00:00\", \"2021-10-03 14:42:56.000000+00:00\", \"2021-10-20 03:23:38.000000+00:00\", \"2019-09-14 21:20:00.000000+00:00\", \"2019-10-27 21:18:22.000000+00:00\", \"2019-08-16 00:15:43.000000+00:00\", \"2020-06-20 09:52:29.000000+00:00\", \"2022-05-31 11:53:12.000000+00:00\", \"2019-12-06 08:54:30.000000+00:00\", \"2020-06-26 15:05:05.000000+00:00\", \"2022-01-17 20:52:11.000000+00:00\"], \"session_ids\": [\"e2d7e55e-57c9-4731-9157-fe94b6d2ecc5\", \"9493f3c6-3964-40f0-ba1d-50ea315d7f1d\", \"d3505064-592b-4dbd-88ed-e867c9da7365\", \"080692e1-36e0-4921-ac2b-35a394f05a61\", \"b3abe6c1-9a42-4cf4-972d-b00f555fad55\", \"be8bc726-da1e-495b-8a66-e9b49164e488\", \"778a35d9-7b80-4b26-bdbd-5786c8e20eaa\", \"f930ee5d-f8fe-44b8-a9a2-633336f3f724\", \"ba8ffa0d-5d88-42b4-a52f-b37a726ecca7\", \"a731c9ca-c8ff-4c05-9726-12cfe192e066\", \"fe944f3c-38be-476e-a723-3bc2da9ae3e1\"], \"total_duration\": 3121.0, \"total_sessions\": 11, \"mean_week_duration\": 21.377}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please provide insights on 3 users whose mean of duration of sessions per week exceeds 18 while staying below 29, exclusively 29 in addition put to use sorting by time spent on the site per week 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{\"27906\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-02-21 08:57:45.000000+00:00\", \"2019-01-30 03:40:42.000000+00:00\"], \"session_ids\": [\"972aaba1-8281-42e5-bee0-70e645ab7459\", \"b5a92b63-c6a3-4906-8d76-9363ead5e7ed\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 13.5}, \"98799\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 4, \"Change Skin Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2021-09-16 13:10:27.000000+00:00\", \"2021-08-29 09:08:21.000000+00:00\", \"2019-04-30 19:28:25.000000+00:00\"], \"session_ids\": [\"689d8c7f-bdd9-4b0c-bb70-49bddb2de8fa\", \"a84e8326-9a29-4db8-a00c-af79e4547dd5\", \"c70b98fc-9c60-44f2-a407-5e17958ef4f2\"], \"total_duration\": 294.0, \"total_sessions\": 3, \"mean_week_duration\": 2.352}, \"54156\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-03-23 21:56:11.000000+00:00\", \"2022-09-06 14:12:48.000000+00:00\", \"2022-08-28 06:05:30.000000+00:00\", \"2022-10-22 18:09:03.000000+00:00\", \"2021-04-16 06:30:59.000000+00:00\", \"2019-08-14 00:31:18.000000+00:00\", \"2022-10-28 05:21:32.000000+00:00\", \"2021-05-08 21:46:51.000000+00:00\", \"2019-08-27 13:08:42.000000+00:00\"], \"session_ids\": [\"5e2b4cd3-3e8d-4032-8589-310b7b285eed\", \"3b41293c-c8fb-40b1-8e62-944b4b6aa74f\", \"1c6bb6ed-c673-4a4e-8660-cfe154946f33\", \"be87e5a9-cc18-4e2e-aa2a-dce13924aba2\", \"12c36929-18c2-4c92-9208-6bb11cae46f2\", \"982a2b19-137a-4c2e-a8ae-ce369d74861d\", \"d0879a77-e0c3-4622-8d64-588ccfb954d4\", \"32498010-0875-4543-a31b-e0972607789f\", \"3d01ef51-9441-48f5-b11d-6430b08348da\"], \"total_duration\": 1172.0, \"total_sessions\": 9, \"mean_week_duration\": 6.976}, \"89003\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-02-06 11:16:37.000000+00:00\", \"2019-07-24 06:26:17.000000+00:00\", \"2022-05-30 15:58:09.000000+00:00\"], \"session_ids\": [\"cfa3037f-ebb7-4032-a1dc-84821cc093a0\", \"683e95ed-24b2-4315-94e3-20617892ffc9\", \"330d80f0-e977-4553-b59a-d20004687931\"], \"total_duration\": 102.0, \"total_sessions\": 3, \"mean_week_duration\": 0.685}, \"34811\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-11-12 16:09:01.000000+00:00\", \"2022-09-12 23:21:35.000000+00:00\"], \"session_ids\": [\"c57cff9d-8644-4b6b-b861-38d7ed78b6f3\", \"5cb4f2c8-0139-4ecd-a22d-a1e6f8cdb6f9\"], \"total_duration\": 441.0, \"total_sessions\": 2, \"mean_week_duration\": 2.98}, \"71307\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-05-10 06:58:09.000000+00:00\", \"2021-10-20 08:34:30.000000+00:00\", \"2022-09-20 20:21:31.000000+00:00\"], \"session_ids\": [\"7d0acb7e-74fa-472f-ae65-efc0df946b0b\", \"21a1d5e8-2340-43e5-a918-6328eb42af85\", \"79353013-e406-4977-97ce-5de4814fa157\"], \"total_duration\": 780.0, \"total_sessions\": 3, \"mean_week_duration\": 16.25}, \"1823\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-02-16 09:52:09.000000+00:00\", \"2020-04-16 18:18:00.000000+00:00\"], \"session_ids\": [\"9ae98f1e-ad6b-411e-ab07-053203456e3b\", \"1e0c5d8c-9722-41db-8f13-d45f62d5d201\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 0.885}, \"48978\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-11-11 22:02:20.000000+00:00\", \"2021-05-07 05:35:14.000000+00:00\", \"2020-05-28 09:06:36.000000+00:00\", \"2021-06-25 07:45:54.000000+00:00\"], \"session_ids\": [\"7ae0ee02-76d2-4e01-ba5f-beda3773d2a3\", \"cee952a7-cc0c-4125-9de7-c7dc7b5b6d7b\", \"5af14973-ba04-4b03-99c8-ae3f588be7fe\", \"86be4b90-9f2d-41ae-8f32-babcad3400e1\"], \"total_duration\": 961.0, \"total_sessions\": 4, \"mean_week_duration\": 17.161}, \"17960\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-12-24 20:11:33.000000+00:00\", \"2020-01-03 11:37:39.000000+00:00\"], \"session_ids\": [\"2a1bccfc-c08e-47a1-a7a0-6157b1e00a68\", \"ec75fca0-b080-468b-b2e4-54e325935c84\"], \"total_duration\": 375.0, \"total_sessions\": 2, \"mean_week_duration\": 187.5}, \"24093\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-04-02 15:31:20.000000+00:00\", \"2020-02-18 12:42:42.000000+00:00\", \"2020-01-17 21:27:23.000000+00:00\", \"2020-03-12 16:55:08.000000+00:00\", \"2019-05-04 16:34:20.000000+00:00\"], \"session_ids\": [\"090f34d6-e178-47ac-80cf-715e3aea26d0\", \"3892d3f7-2804-4239-8fc2-a0d0d832adae\", \"ee7dc905-a0cc-45bb-9178-f3bbfd737f25\", \"4d28b7a1-a7ae-46dd-b422-8f075a264d6b\", \"68dc8be9-37b5-4ac0-a5ad-e50c5f8aef5b\"], \"total_duration\": 1647.0, \"total_sessions\": 5, \"mean_week_duration\": 8.074}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or greater than 18 and are less than 29"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[18, 29]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about 5 users whose count of sessions exceeds 5 while staying below 8, exclusively 8 and in addition put to use sorting by name of the town in desc order + display me only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"47734\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-06-04 04:03:29.000000+00:00\", \"2022-12-09 15:36:29.000000+00:00\", \"2023-04-19 08:28:37.000000+00:00\", \"2022-08-03 07:30:42.000000+00:00\", \"2023-01-22 11:17:34.000000+00:00\"], \"session_ids\": [\"c66c8182-75fb-43fd-8394-b54f699a7461\", \"87bb4206-52c7-4f0f-8275-a7bb883f8673\", \"f95c32f9-2e7c-44b6-8ca7-d0d9f22da77e\", \"23fa29a9-7f1e-4272-8402-608ae80689ea\", \"7837d11e-0cf1-45e3-881e-3e43d24efdee\"], \"total_duration\": 595.0, \"total_sessions\": 5, \"mean_week_duration\": 3.967}, \"69645\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-11-03 01:17:46.000000+00:00\", \"2022-12-17 22:47:07.000000+00:00\", \"2022-03-01 14:28:19.000000+00:00\", \"2022-08-29 03:33:59.000000+00:00\"], \"session_ids\": [\"8dc7283a-7496-4253-bd83-82c24f3fea2d\", \"135cd51c-4e5b-434e-8f4a-050463559886\", \"84193188-7ba3-40a9-9fc2-f6b193ecf210\", \"d0523e62-4e6e-4a20-9087-88148adedab1\"], \"total_duration\": 1189.0, \"total_sessions\": 4, \"mean_week_duration\": 20.153}, \"93741\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-29 02:38:21.000000+00:00\", \"2022-10-22 10:49:13.000000+00:00\"], \"session_ids\": [\"f602881a-5b88-4ec4-a1c0-f32978bc858a\", \"84675730-8077-4f58-9ac9-01cc138b7fc3\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 7.652}, \"84238\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-06-06 15:45:39.000000+00:00\", \"2021-12-05 18:00:35.000000+00:00\"], \"session_ids\": [\"8947e792-4c7c-4285-a90e-4de02e85e9c5\", \"fdd0037d-3a2c-4ca4-b093-027ade36e0a1\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 12.308}, \"60402\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-06-04 10:09:58.000000+00:00\", \"2022-04-07 02:05:06.000000+00:00\"], \"session_ids\": [\"3c3b62d7-54e1-4c51-a841-8aa253ee8d96\", \"d6599e84-5b89-4abe-a973-5a6d0582012f\"], \"total_duration\": 267.0, \"total_sessions\": 2, \"mean_week_duration\": 29.667}, \"89256\": {\"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\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-03-02 07:25:53.000000+00:00\", \"2020-01-17 10:58:58.000000+00:00\", \"2022-12-17 07:26:56.000000+00:00\", \"2023-03-29 00:25:46.000000+00:00\", \"2019-12-07 01:44:31.000000+00:00\"], \"session_ids\": [\"b5c9bfeb-a61d-4702-a4df-171b4b690bae\", \"6027a3a6-9ab3-446f-93f7-e1120dc6f065\", \"8d4b67ac-70b7-4ddf-8509-3b44acf71514\", \"c9772034-bb1c-4c0f-b750-166b92f403f0\", \"701301d9-3444-4179-9163-afd16a070154\"], \"total_duration\": 1493.0, \"total_sessions\": 5, \"mean_week_duration\": 7.009}, \"77997\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-04-20 03:48:52.000000+00:00\", \"2020-01-06 00:31:33.000000+00:00\"], \"session_ids\": [\"21491220-411a-4db0-b859-51f741ad2e70\", \"d4052022-436d-4a55-a5b4-511787994bd2\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 4.838}, \"75460\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-02-08 19:34:11.000000+00:00\", \"2019-12-09 13:40:52.000000+00:00\", \"2019-06-02 17:20:40.000000+00:00\", \"2021-07-24 23:02:27.000000+00:00\", \"2020-05-19 18:56:10.000000+00:00\", \"2022-03-10 09:32:50.000000+00:00\"], \"session_ids\": [\"65ff713c-5113-4443-a31a-420796e8d2ad\", \"8b1cb9d8-7f24-4e9a-b9fb-024e38dd2ca9\", \"ba5d8df3-5736-4b83-b4ce-6ecb09d405f9\", \"cd6a4311-02a1-4f3a-b399-edd673070b73\", \"9879fd8c-7a22-4ef7-8210-265a74241cc4\", \"5361d124-0fe9-4597-87bd-4b62ff8add0b\"], \"total_duration\": 227.0, \"total_sessions\": 6, \"mean_week_duration\": 1.176}, \"49447\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-05-02 21:59:17.000000+00:00\", \"2020-03-13 10:02:04.000000+00:00\", \"2019-12-17 16:50:27.000000+00:00\", \"2020-12-06 12:23:29.000000+00:00\", \"2019-01-25 10:15:43.000000+00:00\", \"2021-01-30 15:01:29.000000+00:00\"], \"session_ids\": [\"b8b31a5b-5010-4a41-8089-1f6d6f4d7eb1\", \"ec0886cf-9af5-4434-ba2e-a4a2892ce3d2\", \"5b82820d-44b7-40ef-bdb6-a82653396ecf\", \"a23c17b9-98a9-4f2d-b03d-11ed6451b363\", \"a380b702-c019-4e2b-a12d-40342fbee6f9\", \"5a4d405c-a476-48af-a2df-ca3080faac37\"], \"total_duration\": 385.0, \"total_sessions\": 6, \"mean_week_duration\": 3.632}, \"92038\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-10-19 07:16:41.000000+00:00\", \"2020-10-20 12:39:26.000000+00:00\", \"2021-05-14 09:09:40.000000+00:00\", \"2019-12-11 13:11:37.000000+00:00\"], \"session_ids\": [\"a56feab7-b2b4-487b-a81c-ee20de09e7c9\", \"14cabdc1-736d-499c-ab29-9b64d8a1a7db\", \"41d01ea4-d827-4bdf-950b-ca7dab7e701f\", \"a226f188-d929-48dd-b31c-1d3dc4bae6fc\"], \"total_duration\": 805.0, \"total_sessions\": 4, \"mean_week_duration\": 10.733}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or 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{\"47734\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-06-04 04:03:29.000000+00:00\", \"2022-12-09 15:36:29.000000+00:00\", \"2023-04-19 08:28:37.000000+00:00\", \"2022-08-03 07:30:42.000000+00:00\", \"2023-01-22 11:17:34.000000+00:00\"], \"session_ids\": [\"c66c8182-75fb-43fd-8394-b54f699a7461\", \"87bb4206-52c7-4f0f-8275-a7bb883f8673\", \"f95c32f9-2e7c-44b6-8ca7-d0d9f22da77e\", \"23fa29a9-7f1e-4272-8402-608ae80689ea\", \"7837d11e-0cf1-45e3-881e-3e43d24efdee\"], \"total_duration\": 595.0, \"total_sessions\": 5, \"mean_week_duration\": 3.967}, \"89256\": {\"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\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-03-02 07:25:53.000000+00:00\", \"2020-01-17 10:58:58.000000+00:00\", \"2022-12-17 07:26:56.000000+00:00\", \"2023-03-29 00:25:46.000000+00:00\", \"2019-12-07 01:44:31.000000+00:00\"], \"session_ids\": [\"b5c9bfeb-a61d-4702-a4df-171b4b690bae\", \"6027a3a6-9ab3-446f-93f7-e1120dc6f065\", \"8d4b67ac-70b7-4ddf-8509-3b44acf71514\", \"c9772034-bb1c-4c0f-b750-166b92f403f0\", \"701301d9-3444-4179-9163-afd16a070154\"], \"total_duration\": 1493.0, \"total_sessions\": 5, \"mean_week_duration\": 7.009}, \"75460\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-02-08 19:34:11.000000+00:00\", \"2019-12-09 13:40:52.000000+00:00\", \"2019-06-02 17:20:40.000000+00:00\", \"2021-07-24 23:02:27.000000+00:00\", \"2020-05-19 18:56:10.000000+00:00\", \"2022-03-10 09:32:50.000000+00:00\"], \"session_ids\": [\"65ff713c-5113-4443-a31a-420796e8d2ad\", \"8b1cb9d8-7f24-4e9a-b9fb-024e38dd2ca9\", \"ba5d8df3-5736-4b83-b4ce-6ecb09d405f9\", \"cd6a4311-02a1-4f3a-b399-edd673070b73\", \"9879fd8c-7a22-4ef7-8210-265a74241cc4\", \"5361d124-0fe9-4597-87bd-4b62ff8add0b\"], \"total_duration\": 227.0, \"total_sessions\": 6, \"mean_week_duration\": 1.176}, \"49447\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-05-02 21:59:17.000000+00:00\", \"2020-03-13 10:02:04.000000+00:00\", \"2019-12-17 16:50:27.000000+00:00\", \"2020-12-06 12:23:29.000000+00:00\", \"2019-01-25 10:15:43.000000+00:00\", \"2021-01-30 15:01:29.000000+00:00\"], \"session_ids\": [\"b8b31a5b-5010-4a41-8089-1f6d6f4d7eb1\", \"ec0886cf-9af5-4434-ba2e-a4a2892ce3d2\", \"5b82820d-44b7-40ef-bdb6-a82653396ecf\", \"a23c17b9-98a9-4f2d-b03d-11ed6451b363\", \"a380b702-c019-4e2b-a12d-40342fbee6f9\", \"5a4d405c-a476-48af-a2df-ca3080faac37\"], \"total_duration\": 385.0, \"total_sessions\": 6, \"mean_week_duration\": 3.632}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"47734\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-06-04 04:03:29.000000+00:00\", \"2022-12-09 15:36:29.000000+00:00\", \"2023-04-19 08:28:37.000000+00:00\", \"2022-08-03 07:30:42.000000+00:00\", \"2023-01-22 11:17:34.000000+00:00\"], \"session_ids\": [\"c66c8182-75fb-43fd-8394-b54f699a7461\", \"87bb4206-52c7-4f0f-8275-a7bb883f8673\", \"f95c32f9-2e7c-44b6-8ca7-d0d9f22da77e\", \"23fa29a9-7f1e-4272-8402-608ae80689ea\", \"7837d11e-0cf1-45e3-881e-3e43d24efdee\"], \"total_duration\": 595.0, \"total_sessions\": 5, \"mean_week_duration\": 3.967}}, {\"75460\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-02-08 19:34:11.000000+00:00\", \"2019-12-09 13:40:52.000000+00:00\", \"2019-06-02 17:20:40.000000+00:00\", \"2021-07-24 23:02:27.000000+00:00\", \"2020-05-19 18:56:10.000000+00:00\", \"2022-03-10 09:32:50.000000+00:00\"], \"session_ids\": [\"65ff713c-5113-4443-a31a-420796e8d2ad\", \"8b1cb9d8-7f24-4e9a-b9fb-024e38dd2ca9\", \"ba5d8df3-5736-4b83-b4ce-6ecb09d405f9\", \"cd6a4311-02a1-4f3a-b399-edd673070b73\", \"9879fd8c-7a22-4ef7-8210-265a74241cc4\", \"5361d124-0fe9-4597-87bd-4b62ff8add0b\"], \"total_duration\": 227.0, \"total_sessions\": 6, \"mean_week_duration\": 1.176}}, {\"89256\": {\"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\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-03-02 07:25:53.000000+00:00\", \"2020-01-17 10:58:58.000000+00:00\", \"2022-12-17 07:26:56.000000+00:00\", \"2023-03-29 00:25:46.000000+00:00\", \"2019-12-07 01:44:31.000000+00:00\"], \"session_ids\": [\"b5c9bfeb-a61d-4702-a4df-171b4b690bae\", \"6027a3a6-9ab3-446f-93f7-e1120dc6f065\", \"8d4b67ac-70b7-4ddf-8509-3b44acf71514\", \"c9772034-bb1c-4c0f-b750-166b92f403f0\", \"701301d9-3444-4179-9163-afd16a070154\"], \"total_duration\": 1493.0, \"total_sessions\": 5, \"mean_week_duration\": 7.009}}, {\"49447\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-05-02 21:59:17.000000+00:00\", \"2020-03-13 10:02:04.000000+00:00\", \"2019-12-17 16:50:27.000000+00:00\", \"2020-12-06 12:23:29.000000+00:00\", \"2019-01-25 10:15:43.000000+00:00\", \"2021-01-30 15:01:29.000000+00:00\"], \"session_ids\": [\"b8b31a5b-5010-4a41-8089-1f6d6f4d7eb1\", \"ec0886cf-9af5-4434-ba2e-a4a2892ce3d2\", \"5b82820d-44b7-40ef-bdb6-a82653396ecf\", \"a23c17b9-98a9-4f2d-b03d-11ed6451b363\", \"a380b702-c019-4e2b-a12d-40342fbee6f9\", \"5a4d405c-a476-48af-a2df-ca3080faac37\"], \"total_duration\": 385.0, \"total_sessions\": 6, \"mean_week_duration\": 3.632}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"47734\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-06-04 04:03:29.000000+00:00\", \"2022-12-09 15:36:29.000000+00:00\", \"2023-04-19 08:28:37.000000+00:00\", \"2022-08-03 07:30:42.000000+00:00\", \"2023-01-22 11:17:34.000000+00:00\"], \"session_ids\": [\"c66c8182-75fb-43fd-8394-b54f699a7461\", \"87bb4206-52c7-4f0f-8275-a7bb883f8673\", \"f95c32f9-2e7c-44b6-8ca7-d0d9f22da77e\", \"23fa29a9-7f1e-4272-8402-608ae80689ea\", \"7837d11e-0cf1-45e3-881e-3e43d24efdee\"], \"total_duration\": 595.0, \"total_sessions\": 5, \"mean_week_duration\": 3.967}}, {\"75460\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-02-08 19:34:11.000000+00:00\", \"2019-12-09 13:40:52.000000+00:00\", \"2019-06-02 17:20:40.000000+00:00\", \"2021-07-24 23:02:27.000000+00:00\", \"2020-05-19 18:56:10.000000+00:00\", \"2022-03-10 09:32:50.000000+00:00\"], \"session_ids\": [\"65ff713c-5113-4443-a31a-420796e8d2ad\", \"8b1cb9d8-7f24-4e9a-b9fb-024e38dd2ca9\", \"ba5d8df3-5736-4b83-b4ce-6ecb09d405f9\", \"cd6a4311-02a1-4f3a-b399-edd673070b73\", \"9879fd8c-7a22-4ef7-8210-265a74241cc4\", \"5361d124-0fe9-4597-87bd-4b62ff8add0b\"], \"total_duration\": 227.0, \"total_sessions\": 6, \"mean_week_duration\": 1.176}}, {\"89256\": {\"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\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-03-02 07:25:53.000000+00:00\", \"2020-01-17 10:58:58.000000+00:00\", \"2022-12-17 07:26:56.000000+00:00\", \"2023-03-29 00:25:46.000000+00:00\", \"2019-12-07 01:44:31.000000+00:00\"], \"session_ids\": [\"b5c9bfeb-a61d-4702-a4df-171b4b690bae\", \"6027a3a6-9ab3-446f-93f7-e1120dc6f065\", \"8d4b67ac-70b7-4ddf-8509-3b44acf71514\", \"c9772034-bb1c-4c0f-b750-166b92f403f0\", \"701301d9-3444-4179-9163-afd16a070154\"], \"total_duration\": 1493.0, \"total_sessions\": 5, \"mean_week_duration\": 7.009}}]\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[{\"47734\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-06-04 04:03:29.000000+00:00\", \"2022-12-09 15:36:29.000000+00:00\", \"2023-04-19 08:28:37.000000+00:00\", \"2022-08-03 07:30:42.000000+00:00\", \"2023-01-22 11:17:34.000000+00:00\"], \"session_ids\": [\"c66c8182-75fb-43fd-8394-b54f699a7461\", \"87bb4206-52c7-4f0f-8275-a7bb883f8673\", \"f95c32f9-2e7c-44b6-8ca7-d0d9f22da77e\", \"23fa29a9-7f1e-4272-8402-608ae80689ea\", \"7837d11e-0cf1-45e3-881e-3e43d24efdee\"], \"total_duration\": 595.0, \"total_sessions\": 5, \"mean_week_duration\": 3.967}}, {\"75460\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-02-08 19:34:11.000000+00:00\", \"2019-12-09 13:40:52.000000+00:00\", \"2019-06-02 17:20:40.000000+00:00\", \"2021-07-24 23:02:27.000000+00:00\", \"2020-05-19 18:56:10.000000+00:00\", \"2022-03-10 09:32:50.000000+00:00\"], \"session_ids\": [\"65ff713c-5113-4443-a31a-420796e8d2ad\", \"8b1cb9d8-7f24-4e9a-b9fb-024e38dd2ca9\", \"ba5d8df3-5736-4b83-b4ce-6ecb09d405f9\", \"cd6a4311-02a1-4f3a-b399-edd673070b73\", \"9879fd8c-7a22-4ef7-8210-265a74241cc4\", \"5361d124-0fe9-4597-87bd-4b62ff8add0b\"], \"total_duration\": 227.0, \"total_sessions\": 6, \"mean_week_duration\": 1.176}}, {\"89256\": {\"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\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-03-02 07:25:53.000000+00:00\", \"2020-01-17 10:58:58.000000+00:00\", \"2022-12-17 07:26:56.000000+00:00\", \"2023-03-29 00:25:46.000000+00:00\", \"2019-12-07 01:44:31.000000+00:00\"], \"session_ids\": [\"b5c9bfeb-a61d-4702-a4df-171b4b690bae\", \"6027a3a6-9ab3-446f-93f7-e1120dc6f065\", \"8d4b67ac-70b7-4ddf-8509-3b44acf71514\", \"c9772034-bb1c-4c0f-b750-166b92f403f0\", \"701301d9-3444-4179-9163-afd16a070154\"], \"total_duration\": 1493.0, \"total_sessions\": 5, \"mean_week_duration\": 7.009}}]\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 users whose cities are Berlin, Prague, Dubai, Quito, London, Helsinki , implement sorting by town name in descending , moreover keep only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"51991\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-01 05:20:04.000000+00:00\", \"2019-12-15 15:46:12.000000+00:00\", \"2021-11-28 06:55:41.000000+00:00\", \"2021-06-22 03:36:13.000000+00:00\", \"2021-08-31 16:39:19.000000+00:00\"], \"session_ids\": [\"32be112a-8252-4719-8f4b-aa18051e57d9\", \"c38e6ccf-637a-4507-a7e5-7b3148178542\", \"fe7e2e8b-c2ba-42ca-bb7d-a620d85e026e\", \"5ce22342-9713-4610-82f7-39bc2f7847ad\", \"96eeb252-c92a-420d-80aa-de34f5dbb10c\"], \"total_duration\": 3185.0, \"total_sessions\": 5, \"mean_week_duration\": 18.097}, \"56603\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-01-13 23:32:00.000000+00:00\", \"2023-02-20 22:05:10.000000+00:00\"], \"session_ids\": [\"c879b347-65a0-4fc5-bab6-4919f6277ac4\", \"3c9692dd-ff73-46f9-87f2-53b573bf07c5\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 0.679}, \"97979\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-03-07 05:01:21.000000+00:00\", \"2020-04-07 11:49:10.000000+00:00\", \"2023-04-16 05:28:01.000000+00:00\", \"2019-09-15 14:11:07.000000+00:00\", \"2021-08-17 23:45:30.000000+00:00\", \"2019-12-08 08:19:35.000000+00:00\", \"2020-03-06 01:04:19.000000+00:00\"], \"session_ids\": [\"b8f1a9df-1d2c-4b34-bf38-9b5e439dcda1\", \"efe80569-7c61-40e1-8fd0-765461d23bf1\", \"4741a4bd-122a-4420-9366-902259799553\", \"04a2a74f-c44c-4b13-9042-743095312f8a\", \"5216df6d-1c81-4f50-a846-31865bceb23d\", \"aa06a6b1-ffb8-4222-b469-a0818c2cbee0\", \"3aa50cff-4fb7-41d0-af01-bfc203a84300\"], \"total_duration\": 8620.0, \"total_sessions\": 7, \"mean_week_duration\": 46.096}, \"63065\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-09-16 06:21:25.000000+00:00\", \"2022-08-18 09:57:14.000000+00:00\"], \"session_ids\": [\"0304f6e6-45eb-4151-8925-d1ad78f150bc\", \"fb5d5df8-74c8-4d42-85b9-18e019f5d0f8\"], \"total_duration\": 244.0, \"total_sessions\": 2, \"mean_week_duration\": 61.0}, \"13039\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-06-29 06:54:31.000000+00:00\", \"2022-12-23 18:03:41.000000+00:00\", \"2021-09-21 19:53:26.000000+00:00\", \"2019-02-23 09:24:50.000000+00:00\", \"2021-05-01 18:25:55.000000+00:00\", \"2019-02-09 03:28:48.000000+00:00\", \"2022-07-26 03:39:44.000000+00:00\", \"2020-07-13 12:04:18.000000+00:00\", \"2020-11-14 16:39:30.000000+00:00\", \"2022-09-17 12:53:31.000000+00:00\"], \"session_ids\": [\"f1d6c6af-84fa-4f1f-aee2-32115a264fac\", \"f2b03148-7a2f-459d-8093-f2cff4349137\", \"8d99adbc-4d27-486a-af6a-f8aed09e61cc\", \"64016ae6-20d1-435d-9cad-469d2c49dcce\", \"57b7c2ce-dea0-4ff9-b984-ace6ba51b697\", \"8d7b86ad-a8bb-4b28-8147-98043ede8408\", \"7cc445bc-c801-4eca-81a6-501cee7ddc1b\", \"90b98c0d-4e8f-4402-961c-9ab68fd16a0e\", \"e71117e4-2cff-430a-bd1b-73b1f3a00ced\", \"55e7dfe3-711d-48a6-bcd1-5a661a85468b\"], \"total_duration\": 26997.0, \"total_sessions\": 10, \"mean_week_duration\": 133.649}, \"83039\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-07-12 20:24:45.000000+00:00\", \"2021-11-07 00:10:23.000000+00:00\"], \"session_ids\": [\"031c4283-fec5-4d5e-95c6-b889bf102164\", \"eb3db46a-9025-46f2-adee-d9309a227128\"], \"total_duration\": 323.0, \"total_sessions\": 2, \"mean_week_duration\": 2.648}, \"9413\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-05-18 07:40:22.000000+00:00\", \"2022-09-01 16:28:09.000000+00:00\", \"2020-11-24 08:49:26.000000+00:00\", \"2021-03-11 07:27:35.000000+00:00\", \"2019-07-08 10:35:28.000000+00:00\"], \"session_ids\": [\"e257fe6b-cd56-4a4e-a662-c89df3cc8916\", \"743bfcbe-8d7a-40bd-a65b-6edd17aece0d\", \"8edeed05-2ea3-4683-98a0-1a167ebd1e41\", \"e33069a9-a8e3-4d28-a620-3efe0bc7c3c8\", \"efbfc041-28aa-4947-b911-74c29c1a5b06\"], \"total_duration\": 250.0, \"total_sessions\": 5, \"mean_week_duration\": 1.238}, \"93677\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-10 20:52:16.000000+00:00\", \"2021-08-18 02:04:15.000000+00:00\"], \"session_ids\": [\"b4bdc42c-66ad-48bf-91c1-d49172cef985\", \"ae8aefe3-5947-4b13-a8c8-7674bb5b3804\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 1.013}, \"99100\": {\"keyflows\": {\"Sign In Flow\": 11, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-25 21:18:56.000000+00:00\", \"2021-11-29 13:09:59.000000+00:00\", \"2020-06-04 02:19:11.000000+00:00\"], \"session_ids\": [\"718a9143-0157-4c63-8461-8d6ccc160ba4\", \"524533f1-8359-495f-8643-5b089e272593\", \"c22d6eea-d126-44b2-87e4-1de0718dbaca\"], \"total_duration\": 261.0, \"total_sessions\": 3, \"mean_week_duration\": 3.346}, \"85232\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-08-12 16:52:35.000000+00:00\", \"2020-01-22 13:22:52.000000+00:00\", \"2020-02-21 01:07:25.000000+00:00\", \"2019-12-19 01:25:35.000000+00:00\", \"2022-11-22 16:41:17.000000+00:00\"], \"session_ids\": [\"96e6db94-5755-43b1-89eb-bba0d4714403\", \"76ac81ba-eb82-427c-b819-58258e6bd9c3\", \"6d0c011e-1ed2-4e2c-b399-b2955426bb49\", \"fa34db09-aa7e-410d-a33c-4515fad123f0\", \"cf540335-9cc8-44f5-a2a5-5d23b7456288\"], \"total_duration\": 450.0, \"total_sessions\": 5, \"mean_week_duration\": 2.941}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are Berlin, Prague, Dubai, Quito, London, Helsinki"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Berlin\", \"Prague\", \"Dubai\", \"Quito\", \"London\", \"Helsinki\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"9413\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-05-18 07:40:22.000000+00:00\", \"2022-09-01 16:28:09.000000+00:00\", \"2020-11-24 08:49:26.000000+00:00\", \"2021-03-11 07:27:35.000000+00:00\", \"2019-07-08 10:35:28.000000+00:00\"], \"session_ids\": [\"e257fe6b-cd56-4a4e-a662-c89df3cc8916\", \"743bfcbe-8d7a-40bd-a65b-6edd17aece0d\", \"8edeed05-2ea3-4683-98a0-1a167ebd1e41\", \"e33069a9-a8e3-4d28-a620-3efe0bc7c3c8\", \"efbfc041-28aa-4947-b911-74c29c1a5b06\"], \"total_duration\": 250.0, \"total_sessions\": 5, \"mean_week_duration\": 1.238}}\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[{\"9413\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-05-18 07:40:22.000000+00:00\", \"2022-09-01 16:28:09.000000+00:00\", \"2020-11-24 08:49:26.000000+00:00\", \"2021-03-11 07:27:35.000000+00:00\", \"2019-07-08 10:35:28.000000+00:00\"], \"session_ids\": [\"e257fe6b-cd56-4a4e-a662-c89df3cc8916\", \"743bfcbe-8d7a-40bd-a65b-6edd17aece0d\", \"8edeed05-2ea3-4683-98a0-1a167ebd1e41\", \"e33069a9-a8e3-4d28-a620-3efe0bc7c3c8\", \"efbfc041-28aa-4947-b911-74c29c1a5b06\"], \"total_duration\": 250.0, \"total_sessions\": 5, \"mean_week_duration\": 1.238}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"9413\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-05-18 07:40:22.000000+00:00\", \"2022-09-01 16:28:09.000000+00:00\", \"2020-11-24 08:49:26.000000+00:00\", \"2021-03-11 07:27:35.000000+00:00\", \"2019-07-08 10:35:28.000000+00:00\"], \"session_ids\": [\"e257fe6b-cd56-4a4e-a662-c89df3cc8916\", \"743bfcbe-8d7a-40bd-a65b-6edd17aece0d\", \"8edeed05-2ea3-4683-98a0-1a167ebd1e41\", \"e33069a9-a8e3-4d28-a620-3efe0bc7c3c8\", \"efbfc041-28aa-4947-b911-74c29c1a5b06\"], \"total_duration\": 250.0, \"total_sessions\": 5, \"mean_week_duration\": 1.238}}]\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[{\"9413\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-05-18 07:40:22.000000+00:00\", \"2022-09-01 16:28:09.000000+00:00\", \"2020-11-24 08:49:26.000000+00:00\", \"2021-03-11 07:27:35.000000+00:00\", \"2019-07-08 10:35:28.000000+00:00\"], \"session_ids\": [\"e257fe6b-cd56-4a4e-a662-c89df3cc8916\", \"743bfcbe-8d7a-40bd-a65b-6edd17aece0d\", \"8edeed05-2ea3-4683-98a0-1a167ebd1e41\", \"e33069a9-a8e3-4d28-a620-3efe0bc7c3c8\", \"efbfc041-28aa-4947-b911-74c29c1a5b06\"], \"total_duration\": 250.0, \"total_sessions\": 5, \"mean_week_duration\": 1.238}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you tell me about 3 users with a duration total that is above 4653 and below 1277, exclusively 1277 and 4653 as well as carry out sorting by average of total time spent in the app per week form the highest value to the lowest value as well as display only 2 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{\"3702\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-12-22 19:31:49.000000+00:00\", \"2021-04-26 00:45:18.000000+00:00\"], \"session_ids\": [\"21e882c9-4fd6-405a-82e5-858d189384c6\", \"4aba7bef-27f8-4b81-9112-4037a9cf3388\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 2.368}, \"28044\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-08-25 11:00:18.000000+00:00\", \"2021-05-22 20:26:39.000000+00:00\", \"2019-04-02 18:59:51.000000+00:00\", \"2020-11-05 20:53:19.000000+00:00\", \"2021-06-03 06:59:41.000000+00:00\"], \"session_ids\": [\"8df9f607-2962-4b0d-8883-c63de9c3bfda\", \"af4b0215-becc-40c4-ad28-690b60a9111b\", \"4f7c216a-d346-4693-89ac-9a5adc59fbf4\", \"6fc198bd-4ea9-452d-af8e-e9962168ab8c\", \"3791f187-d9e3-4539-9bf2-42731d8a1ad3\"], \"total_duration\": 199.0, \"total_sessions\": 5, \"mean_week_duration\": 1.118}, \"45999\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 10, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-06-29 11:32:14.000000+00:00\", \"2019-06-19 01:04:54.000000+00:00\"], \"session_ids\": [\"7e34ef1c-7474-4243-bfc2-f3b8a8037475\", \"2c8237db-7bca-4e54-a4f2-a6f4ccdbfae2\"], \"total_duration\": 303.0, \"total_sessions\": 2, \"mean_week_duration\": 151.5}, \"70162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-08-26 15:06:43.000000+00:00\", \"2022-12-28 13:53:31.000000+00:00\", \"2023-01-05 22:27:26.000000+00:00\"], \"session_ids\": [\"8d304c6d-95cc-4913-883f-b994397c166f\", \"472475bb-4198-4a7d-86b2-e0e39b47ad58\", \"261c1399-2ba4-44dc-9287-048daef9d3a7\"], \"total_duration\": 67.0, \"total_sessions\": 3, \"mean_week_duration\": 0.381}, \"46761\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-07-01 14:27:23.000000+00:00\", \"2020-07-25 21:32:47.000000+00:00\", \"2021-01-20 19:55:03.000000+00:00\"], \"session_ids\": [\"37784521-207b-442b-bc7d-36da23e248ba\", \"2d9c27f4-6901-4549-b838-8d328f97742d\", \"7ced5f81-abfe-4ae9-9ac3-db46e9682684\"], \"total_duration\": 998.0, \"total_sessions\": 3, \"mean_week_duration\": 20.367}, \"74095\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-02-05 18:31:31.000000+00:00\", \"2022-09-02 17:56:17.000000+00:00\"], \"session_ids\": [\"db55aa2b-cab2-4698-b6bb-3f24fcdfced4\", \"75bb4f2a-16e5-4c87-87fc-3136a69a1899\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 3.533}, \"16561\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-03-24 05:06:34.000000+00:00\", \"2020-03-27 06:21:44.000000+00:00\"], \"session_ids\": [\"5d0896d3-43ff-40ce-880c-4be8e73fc800\", \"d82a34de-af3d-485a-84cd-30707da813f0\"], \"total_duration\": 488.0, \"total_sessions\": 2, \"mean_week_duration\": 3.128}, \"1866\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-04 22:58:33.000000+00:00\", \"2022-10-24 19:55:30.000000+00:00\", \"2022-12-06 09:08:13.000000+00:00\", \"2019-03-21 07:44:14.000000+00:00\"], \"session_ids\": [\"8ca9a9c0-8c5f-4bbc-bab3-27f6a7ef7e70\", \"dc227982-366d-46b1-955e-90941f0dceb8\", \"486d7c53-16d7-46a9-a02b-9ec034929a83\", \"c1e96fa7-5092-464f-a480-158490dca956\"], \"total_duration\": 2135.0, \"total_sessions\": 4, \"mean_week_duration\": 11.005}, \"58827\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-15 08:15:58.000000+00:00\", \"2020-08-10 02:47:01.000000+00:00\", \"2022-12-04 06:49:47.000000+00:00\", \"2020-09-22 23:15:06.000000+00:00\"], \"session_ids\": [\"5eb4a385-dd90-460d-888a-ab3737d3e434\", \"855d0b32-f7dd-4c42-9a34-bb7ccd03acd9\", \"c91b75a9-75d7-48bd-a744-22e3e2873a2b\", \"20383ab6-f085-43ce-a0a0-11fb1cff324a\"], \"total_duration\": 156.0, \"total_sessions\": 4, \"mean_week_duration\": 1.289}, \"64723\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-19 01:42:02.000000+00:00\", \"2022-09-16 13:36:29.000000+00:00\", \"2022-05-03 12:53:54.000000+00:00\", \"2021-08-30 23:05:54.000000+00:00\", \"2019-09-30 07:17:36.000000+00:00\", \"2022-10-29 07:48:57.000000+00:00\", \"2021-10-24 08:00:45.000000+00:00\", \"2022-05-29 22:20:26.000000+00:00\"], \"session_ids\": [\"19d69940-005f-46fe-b752-0898bbba1a18\", \"26b01248-324a-432c-a83b-356dacb75e6c\", \"b714ee44-6f59-4543-8210-e8a3222331be\", \"4edd6c8e-244a-4633-a3ed-2692371c622a\", \"fbac03a0-900a-49a2-92e0-1f0acfde7f51\", \"0aa1ffc0-339a-41dc-ad94-0bf3210c0fc6\", \"861b47c4-982c-43af-b7cd-a33983ce034b\", \"9ebc1c6e-9b26-474f-b523-0eb68c899e99\"], \"total_duration\": 16847.0, \"total_sessions\": 8, \"mean_week_duration\": 90.575}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are less than 1277 and are greater than 4653"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"total_duration\": [[1277, 4653]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"3702\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-12-22 19:31:49.000000+00:00\", \"2021-04-26 00:45:18.000000+00:00\"], \"session_ids\": [\"21e882c9-4fd6-405a-82e5-858d189384c6\", \"4aba7bef-27f8-4b81-9112-4037a9cf3388\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 2.368}, \"28044\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-08-25 11:00:18.000000+00:00\", \"2021-05-22 20:26:39.000000+00:00\", \"2019-04-02 18:59:51.000000+00:00\", \"2020-11-05 20:53:19.000000+00:00\", \"2021-06-03 06:59:41.000000+00:00\"], \"session_ids\": [\"8df9f607-2962-4b0d-8883-c63de9c3bfda\", \"af4b0215-becc-40c4-ad28-690b60a9111b\", \"4f7c216a-d346-4693-89ac-9a5adc59fbf4\", \"6fc198bd-4ea9-452d-af8e-e9962168ab8c\", \"3791f187-d9e3-4539-9bf2-42731d8a1ad3\"], \"total_duration\": 199.0, \"total_sessions\": 5, \"mean_week_duration\": 1.118}, \"45999\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 10, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-06-29 11:32:14.000000+00:00\", \"2019-06-19 01:04:54.000000+00:00\"], \"session_ids\": [\"7e34ef1c-7474-4243-bfc2-f3b8a8037475\", \"2c8237db-7bca-4e54-a4f2-a6f4ccdbfae2\"], \"total_duration\": 303.0, \"total_sessions\": 2, \"mean_week_duration\": 151.5}, \"70162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-08-26 15:06:43.000000+00:00\", \"2022-12-28 13:53:31.000000+00:00\", \"2023-01-05 22:27:26.000000+00:00\"], \"session_ids\": [\"8d304c6d-95cc-4913-883f-b994397c166f\", \"472475bb-4198-4a7d-86b2-e0e39b47ad58\", \"261c1399-2ba4-44dc-9287-048daef9d3a7\"], \"total_duration\": 67.0, \"total_sessions\": 3, \"mean_week_duration\": 0.381}, \"46761\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-07-01 14:27:23.000000+00:00\", \"2020-07-25 21:32:47.000000+00:00\", \"2021-01-20 19:55:03.000000+00:00\"], \"session_ids\": [\"37784521-207b-442b-bc7d-36da23e248ba\", \"2d9c27f4-6901-4549-b838-8d328f97742d\", \"7ced5f81-abfe-4ae9-9ac3-db46e9682684\"], \"total_duration\": 998.0, \"total_sessions\": 3, \"mean_week_duration\": 20.367}, \"74095\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-02-05 18:31:31.000000+00:00\", \"2022-09-02 17:56:17.000000+00:00\"], \"session_ids\": [\"db55aa2b-cab2-4698-b6bb-3f24fcdfced4\", \"75bb4f2a-16e5-4c87-87fc-3136a69a1899\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 3.533}, \"16561\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-03-24 05:06:34.000000+00:00\", \"2020-03-27 06:21:44.000000+00:00\"], \"session_ids\": [\"5d0896d3-43ff-40ce-880c-4be8e73fc800\", \"d82a34de-af3d-485a-84cd-30707da813f0\"], \"total_duration\": 488.0, \"total_sessions\": 2, \"mean_week_duration\": 3.128}, \"58827\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-15 08:15:58.000000+00:00\", \"2020-08-10 02:47:01.000000+00:00\", \"2022-12-04 06:49:47.000000+00:00\", \"2020-09-22 23:15:06.000000+00:00\"], \"session_ids\": [\"5eb4a385-dd90-460d-888a-ab3737d3e434\", \"855d0b32-f7dd-4c42-9a34-bb7ccd03acd9\", \"c91b75a9-75d7-48bd-a744-22e3e2873a2b\", \"20383ab6-f085-43ce-a0a0-11fb1cff324a\"], \"total_duration\": 156.0, \"total_sessions\": 4, \"mean_week_duration\": 1.289}, \"64723\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-19 01:42:02.000000+00:00\", \"2022-09-16 13:36:29.000000+00:00\", \"2022-05-03 12:53:54.000000+00:00\", \"2021-08-30 23:05:54.000000+00:00\", \"2019-09-30 07:17:36.000000+00:00\", \"2022-10-29 07:48:57.000000+00:00\", \"2021-10-24 08:00:45.000000+00:00\", \"2022-05-29 22:20:26.000000+00:00\"], \"session_ids\": [\"19d69940-005f-46fe-b752-0898bbba1a18\", \"26b01248-324a-432c-a83b-356dacb75e6c\", \"b714ee44-6f59-4543-8210-e8a3222331be\", \"4edd6c8e-244a-4633-a3ed-2692371c622a\", \"fbac03a0-900a-49a2-92e0-1f0acfde7f51\", \"0aa1ffc0-339a-41dc-ad94-0bf3210c0fc6\", \"861b47c4-982c-43af-b7cd-a33983ce034b\", \"9ebc1c6e-9b26-474f-b523-0eb68c899e99\"], \"total_duration\": 16847.0, \"total_sessions\": 8, \"mean_week_duration\": 90.575}}\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[{\"45999\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 10, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-06-29 11:32:14.000000+00:00\", \"2019-06-19 01:04:54.000000+00:00\"], \"session_ids\": [\"7e34ef1c-7474-4243-bfc2-f3b8a8037475\", \"2c8237db-7bca-4e54-a4f2-a6f4ccdbfae2\"], \"total_duration\": 303.0, \"total_sessions\": 2, \"mean_week_duration\": 151.5}}, {\"64723\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-19 01:42:02.000000+00:00\", \"2022-09-16 13:36:29.000000+00:00\", \"2022-05-03 12:53:54.000000+00:00\", \"2021-08-30 23:05:54.000000+00:00\", \"2019-09-30 07:17:36.000000+00:00\", \"2022-10-29 07:48:57.000000+00:00\", \"2021-10-24 08:00:45.000000+00:00\", \"2022-05-29 22:20:26.000000+00:00\"], \"session_ids\": [\"19d69940-005f-46fe-b752-0898bbba1a18\", \"26b01248-324a-432c-a83b-356dacb75e6c\", \"b714ee44-6f59-4543-8210-e8a3222331be\", \"4edd6c8e-244a-4633-a3ed-2692371c622a\", \"fbac03a0-900a-49a2-92e0-1f0acfde7f51\", \"0aa1ffc0-339a-41dc-ad94-0bf3210c0fc6\", \"861b47c4-982c-43af-b7cd-a33983ce034b\", \"9ebc1c6e-9b26-474f-b523-0eb68c899e99\"], \"total_duration\": 16847.0, \"total_sessions\": 8, \"mean_week_duration\": 90.575}}, {\"46761\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-07-01 14:27:23.000000+00:00\", \"2020-07-25 21:32:47.000000+00:00\", \"2021-01-20 19:55:03.000000+00:00\"], \"session_ids\": [\"37784521-207b-442b-bc7d-36da23e248ba\", \"2d9c27f4-6901-4549-b838-8d328f97742d\", \"7ced5f81-abfe-4ae9-9ac3-db46e9682684\"], \"total_duration\": 998.0, \"total_sessions\": 3, \"mean_week_duration\": 20.367}}, {\"74095\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-02-05 18:31:31.000000+00:00\", \"2022-09-02 17:56:17.000000+00:00\"], \"session_ids\": [\"db55aa2b-cab2-4698-b6bb-3f24fcdfced4\", \"75bb4f2a-16e5-4c87-87fc-3136a69a1899\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 3.533}}, {\"16561\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-03-24 05:06:34.000000+00:00\", \"2020-03-27 06:21:44.000000+00:00\"], \"session_ids\": [\"5d0896d3-43ff-40ce-880c-4be8e73fc800\", \"d82a34de-af3d-485a-84cd-30707da813f0\"], \"total_duration\": 488.0, \"total_sessions\": 2, \"mean_week_duration\": 3.128}}, {\"3702\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-12-22 19:31:49.000000+00:00\", \"2021-04-26 00:45:18.000000+00:00\"], \"session_ids\": [\"21e882c9-4fd6-405a-82e5-858d189384c6\", \"4aba7bef-27f8-4b81-9112-4037a9cf3388\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 2.368}}, {\"58827\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-15 08:15:58.000000+00:00\", \"2020-08-10 02:47:01.000000+00:00\", \"2022-12-04 06:49:47.000000+00:00\", \"2020-09-22 23:15:06.000000+00:00\"], \"session_ids\": [\"5eb4a385-dd90-460d-888a-ab3737d3e434\", \"855d0b32-f7dd-4c42-9a34-bb7ccd03acd9\", \"c91b75a9-75d7-48bd-a744-22e3e2873a2b\", \"20383ab6-f085-43ce-a0a0-11fb1cff324a\"], \"total_duration\": 156.0, \"total_sessions\": 4, \"mean_week_duration\": 1.289}}, {\"28044\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-08-25 11:00:18.000000+00:00\", \"2021-05-22 20:26:39.000000+00:00\", \"2019-04-02 18:59:51.000000+00:00\", \"2020-11-05 20:53:19.000000+00:00\", \"2021-06-03 06:59:41.000000+00:00\"], \"session_ids\": [\"8df9f607-2962-4b0d-8883-c63de9c3bfda\", \"af4b0215-becc-40c4-ad28-690b60a9111b\", \"4f7c216a-d346-4693-89ac-9a5adc59fbf4\", \"6fc198bd-4ea9-452d-af8e-e9962168ab8c\", \"3791f187-d9e3-4539-9bf2-42731d8a1ad3\"], \"total_duration\": 199.0, \"total_sessions\": 5, \"mean_week_duration\": 1.118}}, {\"70162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-08-26 15:06:43.000000+00:00\", \"2022-12-28 13:53:31.000000+00:00\", \"2023-01-05 22:27:26.000000+00:00\"], \"session_ids\": [\"8d304c6d-95cc-4913-883f-b994397c166f\", \"472475bb-4198-4a7d-86b2-e0e39b47ad58\", \"261c1399-2ba4-44dc-9287-048daef9d3a7\"], \"total_duration\": 67.0, \"total_sessions\": 3, \"mean_week_duration\": 0.381}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"45999\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 10, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-06-29 11:32:14.000000+00:00\", \"2019-06-19 01:04:54.000000+00:00\"], \"session_ids\": [\"7e34ef1c-7474-4243-bfc2-f3b8a8037475\", \"2c8237db-7bca-4e54-a4f2-a6f4ccdbfae2\"], \"total_duration\": 303.0, \"total_sessions\": 2, \"mean_week_duration\": 151.5}}, {\"64723\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-19 01:42:02.000000+00:00\", \"2022-09-16 13:36:29.000000+00:00\", \"2022-05-03 12:53:54.000000+00:00\", \"2021-08-30 23:05:54.000000+00:00\", \"2019-09-30 07:17:36.000000+00:00\", \"2022-10-29 07:48:57.000000+00:00\", \"2021-10-24 08:00:45.000000+00:00\", \"2022-05-29 22:20:26.000000+00:00\"], \"session_ids\": [\"19d69940-005f-46fe-b752-0898bbba1a18\", \"26b01248-324a-432c-a83b-356dacb75e6c\", \"b714ee44-6f59-4543-8210-e8a3222331be\", \"4edd6c8e-244a-4633-a3ed-2692371c622a\", \"fbac03a0-900a-49a2-92e0-1f0acfde7f51\", \"0aa1ffc0-339a-41dc-ad94-0bf3210c0fc6\", \"861b47c4-982c-43af-b7cd-a33983ce034b\", \"9ebc1c6e-9b26-474f-b523-0eb68c899e99\"], \"total_duration\": 16847.0, \"total_sessions\": 8, \"mean_week_duration\": 90.575}}]\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[{\"45999\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 10, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-06-29 11:32:14.000000+00:00\", \"2019-06-19 01:04:54.000000+00:00\"], \"session_ids\": [\"7e34ef1c-7474-4243-bfc2-f3b8a8037475\", \"2c8237db-7bca-4e54-a4f2-a6f4ccdbfae2\"], \"total_duration\": 303.0, \"total_sessions\": 2, \"mean_week_duration\": 151.5}}, {\"64723\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-19 01:42:02.000000+00:00\", \"2022-09-16 13:36:29.000000+00:00\", \"2022-05-03 12:53:54.000000+00:00\", \"2021-08-30 23:05:54.000000+00:00\", \"2019-09-30 07:17:36.000000+00:00\", \"2022-10-29 07:48:57.000000+00:00\", \"2021-10-24 08:00:45.000000+00:00\", \"2022-05-29 22:20:26.000000+00:00\"], \"session_ids\": [\"19d69940-005f-46fe-b752-0898bbba1a18\", \"26b01248-324a-432c-a83b-356dacb75e6c\", \"b714ee44-6f59-4543-8210-e8a3222331be\", \"4edd6c8e-244a-4633-a3ed-2692371c622a\", \"fbac03a0-900a-49a2-92e0-1f0acfde7f51\", \"0aa1ffc0-339a-41dc-ad94-0bf3210c0fc6\", \"861b47c4-982c-43af-b7cd-a33983ce034b\", \"9ebc1c6e-9b26-474f-b523-0eb68c899e99\"], \"total_duration\": 16847.0, \"total_sessions\": 8, \"mean_week_duration\": 90.575}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about users whose cities are Zurich, Amsterdam also sort by time using the app 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{\"37344\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-23 11:56:26.000000+00:00\", \"2019-12-24 19:26:28.000000+00:00\", \"2019-01-30 19:10:06.000000+00:00\"], \"session_ids\": [\"b0b13008-06d2-42d8-8b36-789b2e6519bc\", \"d13ec2c5-8fab-4ec7-82e6-674fa41c979f\", \"49435d6e-42aa-4a13-908c-6fc232a8d672\"], \"total_duration\": 45.0, \"total_sessions\": 3, \"mean_week_duration\": 0.433}, \"94317\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 4, \"Apply Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-01-11 15:14:18.000000+00:00\", \"2023-05-03 22:28:41.000000+00:00\", \"2023-06-20 04:29:57.000000+00:00\"], \"session_ids\": [\"27b75b5b-c6de-4ac3-b870-a7f8784731a5\", \"e613c1e0-2db5-4eba-9853-3dee2ac0b77d\", \"745039c4-7ce9-4e17-ac47-dcbe2ea5f03e\"], \"total_duration\": 37.0, \"total_sessions\": 3, \"mean_week_duration\": 1.609}, \"82314\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-01-13 00:14:13.000000+00:00\", \"2021-06-12 19:57:48.000000+00:00\"], \"session_ids\": [\"d88fce49-9acf-44ca-8e5e-550db132fd72\", \"ff6e35ae-f8ab-46c3-a16c-110931f576b6\"], \"total_duration\": 333.0, \"total_sessions\": 2, \"mean_week_duration\": 4.5}, \"84001\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-10-22 22:18:37.000000+00:00\", \"2020-03-28 08:44:06.000000+00:00\"], \"session_ids\": [\"b7ce8e59-5607-48d9-afab-c293ebfea32c\", \"435686f8-9eba-46a5-bbe7-bb41084f3aa6\"], \"total_duration\": 218.0, \"total_sessions\": 2, \"mean_week_duration\": 2.659}, \"38076\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-12-23 11:31:00.000000+00:00\", \"2022-12-28 12:42:03.000000+00:00\"], \"session_ids\": [\"aa84937d-335b-4ed7-8a70-1df00af301b2\", \"fe04c4d8-5d99-46e8-a7ca-116a85a67b71\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.415}, \"74522\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-01 02:23:26.000000+00:00\", \"2019-06-24 19:42:34.000000+00:00\", \"2021-04-23 15:28:38.000000+00:00\"], \"session_ids\": [\"dbccfa33-6d85-40f0-8292-0c31f850b2ee\", \"048a99c7-efa8-419f-845f-83c68b8ab79e\", \"2c0c9d1b-216b-4ae4-ab2d-096050b82020\"], \"total_duration\": 75.0, \"total_sessions\": 3, \"mean_week_duration\": 0.781}, \"95109\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-06-23 01:12:01.000000+00:00\", \"2019-11-21 06:36:00.000000+00:00\", \"2019-04-22 06:47:40.000000+00:00\"], \"session_ids\": [\"fb4e55bd-75e1-45e7-a7e3-22c5f0543164\", \"a3ae9c54-98fb-413b-845c-da7ecbf6bd6e\", \"71dd227c-5a33-4389-835e-f522498f4880\"], \"total_duration\": 321.0, \"total_sessions\": 3, \"mean_week_duration\": 1.934}, \"34087\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-01-21 11:11:17.000000+00:00\", \"2021-08-27 17:15:17.000000+00:00\", \"2019-04-22 03:25:50.000000+00:00\"], \"session_ids\": [\"156dca2c-3368-4d38-8342-ccccee589133\", \"0e46f7d1-2836-4c1c-9e96-a6ffc8971684\", \"a825c250-1416-4bab-917a-d5fe303bc1f7\"], \"total_duration\": 515.0, \"total_sessions\": 3, \"mean_week_duration\": 2.628}, \"75110\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-02-07 16:01:06.000000+00:00\", \"2022-09-23 08:32:30.000000+00:00\", \"2022-02-06 07:50:40.000000+00:00\", \"2020-12-21 17:58:16.000000+00:00\", \"2023-05-26 15:01:37.000000+00:00\", \"2022-01-27 03:36:49.000000+00:00\", \"2021-11-19 20:14:51.000000+00:00\", \"2020-09-08 05:13:30.000000+00:00\", \"2022-05-08 15:12:56.000000+00:00\"], \"session_ids\": [\"a8412ea6-0115-4ef5-81fd-f236bc3d5632\", \"7a5bebfa-e2be-4db1-89af-f0de57353b07\", \"d9da75d9-7b91-4c90-aa15-51160d1edb8b\", \"48f7b953-9d30-4e0e-a1f6-7ad0752016ac\", \"826f29a5-d7d0-4e88-b9e8-c6fc89a1eaf6\", \"c6a51f46-ebbd-49e0-85d6-88f92a334f42\", \"0e52ba46-dcdc-4b43-9b66-56948f4f0dac\", \"b623e77d-e768-428b-88c8-8b0ceff7bed9\", \"bd34ac86-da5a-42a7-b817-72e078de81a9\"], \"total_duration\": 8062.0, \"total_sessions\": 9, \"mean_week_duration\": 56.775}, \"97330\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-02-24 00:26:01.000000+00:00\", \"2019-09-23 01:43:56.000000+00:00\", \"2020-09-13 22:32:31.000000+00:00\", \"2023-03-16 15:39:26.000000+00:00\", \"2022-12-21 19:23:58.000000+00:00\", \"2019-03-23 05:40:01.000000+00:00\", \"2019-02-16 06:11:16.000000+00:00\"], \"session_ids\": [\"83b4bc0c-89e1-4127-821e-6fbf2aaa4371\", \"3cc2d36a-c1b2-440c-be2e-310ba0b3d1ff\", \"5da42d9c-135a-492d-9f86-3e205632c7a2\", \"afa6b3cf-0899-4546-98d3-ac97aeeb544c\", \"7ca8b65c-2ed5-4948-a0b0-be42f9ebc0ef\", \"b1dac82b-f392-40c5-9ec6-c018541253ec\", \"8c31ef1c-24a2-4ecb-a9d8-b99d158000f5\"], \"total_duration\": 3373.0, \"total_sessions\": 7, \"mean_week_duration\": 15.836}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are Zurich, Amsterdam"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Zurich\", \"Amsterdam\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to 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": "Provide me an information about users who aren't inhabitants of city Toronto in addition apply sorting by site usage time from the smallest value to the largest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"77098\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-04-08 11:12:55.000000+00:00\", \"2021-03-29 13:00:11.000000+00:00\"], \"session_ids\": [\"efae888b-71d0-4c3d-bed0-84741bf6affa\", \"d09b15bd-0365-4825-9741-6a24ff949504\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.165}, \"58702\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-01 12:42:54.000000+00:00\", \"2021-12-09 21:51:47.000000+00:00\", \"2019-02-11 17:57:53.000000+00:00\"], \"session_ids\": [\"2d29c8a6-1bfc-493f-ae2d-12e94a6e6277\", \"3e302a6e-5df3-4e11-b7d3-f884ef994d3c\", \"c5c9151f-41b5-4840-83a8-bd147486796e\"], \"total_duration\": 1094.0, \"total_sessions\": 3, \"mean_week_duration\": 7.392}, \"54700\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-07-09 11:08:50.000000+00:00\", \"2021-11-02 07:12:16.000000+00:00\", \"2020-08-21 18:31:48.000000+00:00\"], \"session_ids\": [\"230c8603-0dc9-41f9-95ca-d7c8571c97a8\", \"8858dba2-559d-4cb7-95c0-1e16cadb9754\", \"8f6d4e66-7bd3-48dc-b067-a3d9e03c7f13\"], \"total_duration\": 150.0, \"total_sessions\": 3, \"mean_week_duration\": 2.381}, \"2745\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-04-19 17:21:12.000000+00:00\", \"2023-05-17 00:53:52.000000+00:00\"], \"session_ids\": [\"8aa73043-c666-443b-9880-9176025305c9\", \"df7b8ec4-6ce7-4cf7-a0e2-2df930cc538a\"], \"total_duration\": 474.0, \"total_sessions\": 2, \"mean_week_duration\": 8.464}, \"86330\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-03-29 11:16:50.000000+00:00\", \"2022-05-26 00:59:18.000000+00:00\"], \"session_ids\": [\"e98825be-e20e-43f4-ac4e-ab0bd0af8677\", \"e0fbe7f9-002e-4af7-a849-9cc59b26f93a\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.218}, \"14350\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-07-17 21:54:40.000000+00:00\", \"2022-04-08 02:38:36.000000+00:00\", \"2022-10-27 13:53:47.000000+00:00\", \"2022-08-06 16:57:06.000000+00:00\", \"2020-09-13 01:25:41.000000+00:00\"], \"session_ids\": [\"3154f068-8551-42c1-891e-d57772655c64\", \"87530952-88a6-4cfa-99b2-72b7fd7734f9\", \"d7926a9c-3ec1-4208-a115-8cfe84c45292\", \"30700bef-10d0-4f0b-9f5f-afe7cc888235\", \"d25199c6-9816-453e-a551-4fa29ba0641f\"], \"total_duration\": 93.0, \"total_sessions\": 5, \"mean_week_duration\": 0.782}, \"88352\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-05-25 14:06:30.000000+00:00\", \"2020-05-07 08:51:22.000000+00:00\"], \"session_ids\": [\"d3be6d69-91f8-441b-af0d-2b00d42c8b2f\", \"d7556aa1-18dd-450e-a18b-110312429667\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.28}, \"64150\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-06-18 10:33:52.000000+00:00\", \"2022-02-08 09:08:43.000000+00:00\", \"2019-05-22 22:37:41.000000+00:00\", \"2021-12-05 09:27:27.000000+00:00\"], \"session_ids\": [\"64544d9c-3d88-48b5-b1a4-055eb8b1cfb7\", \"70058bb5-124a-4d15-bf10-1b88778940b9\", \"be3c231f-11b2-428b-ae94-2929d13b6368\", \"c37e848c-c61a-44b5-bcd8-2a4383b8319f\"], \"total_duration\": 326.0, \"total_sessions\": 4, \"mean_week_duration\": 2.025}, \"29344\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-05-27 10:39:37.000000+00:00\", \"2020-10-27 01:52:56.000000+00:00\", \"2020-08-16 22:49:20.000000+00:00\", \"2023-01-26 18:23:13.000000+00:00\", \"2020-10-09 09:08:58.000000+00:00\"], \"session_ids\": [\"f19825c5-cbce-4805-b198-259a80fd48f5\", \"d00bbcd6-78d9-4193-88c1-77e9f95a0841\", \"310c08bb-c13c-4d95-a1a7-4c536708dd8a\", \"51ef4ca4-bc69-4246-b5ff-8099116126cf\", \"7edc2953-56a0-4905-a6e0-d7fab0a06d95\"], \"total_duration\": 2204.0, \"total_sessions\": 5, \"mean_week_duration\": 15.2}, \"95595\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-01-21 16:03:25.000000+00:00\", \"2019-10-01 20:04:35.000000+00:00\", \"2023-06-27 16:50:21.000000+00:00\", \"2019-02-07 06:33:05.000000+00:00\", \"2022-05-30 01:12:14.000000+00:00\"], \"session_ids\": [\"87c0fd5a-dab9-4300-bcc5-09068c5a470c\", \"507f1cd9-ba7a-4c83-8206-cf07c597f195\", \"595e0c22-a56d-4cd6-a4e8-bdc60c2bb1a2\", \"da1cfe30-0d5d-49b5-8c59-9f90146c8a4b\", \"a8485660-96f5-4d61-9a03-72360987210a\"], \"total_duration\": 3942.0, \"total_sessions\": 5, \"mean_week_duration\": 17.214}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not Toronto"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Toronto\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"77098\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-04-08 11:12:55.000000+00:00\", \"2021-03-29 13:00:11.000000+00:00\"], \"session_ids\": [\"efae888b-71d0-4c3d-bed0-84741bf6affa\", \"d09b15bd-0365-4825-9741-6a24ff949504\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.165}, \"58702\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-01 12:42:54.000000+00:00\", \"2021-12-09 21:51:47.000000+00:00\", \"2019-02-11 17:57:53.000000+00:00\"], \"session_ids\": [\"2d29c8a6-1bfc-493f-ae2d-12e94a6e6277\", \"3e302a6e-5df3-4e11-b7d3-f884ef994d3c\", \"c5c9151f-41b5-4840-83a8-bd147486796e\"], \"total_duration\": 1094.0, \"total_sessions\": 3, \"mean_week_duration\": 7.392}, \"54700\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-07-09 11:08:50.000000+00:00\", \"2021-11-02 07:12:16.000000+00:00\", \"2020-08-21 18:31:48.000000+00:00\"], \"session_ids\": [\"230c8603-0dc9-41f9-95ca-d7c8571c97a8\", \"8858dba2-559d-4cb7-95c0-1e16cadb9754\", \"8f6d4e66-7bd3-48dc-b067-a3d9e03c7f13\"], \"total_duration\": 150.0, \"total_sessions\": 3, \"mean_week_duration\": 2.381}, \"2745\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-04-19 17:21:12.000000+00:00\", \"2023-05-17 00:53:52.000000+00:00\"], \"session_ids\": [\"8aa73043-c666-443b-9880-9176025305c9\", \"df7b8ec4-6ce7-4cf7-a0e2-2df930cc538a\"], \"total_duration\": 474.0, \"total_sessions\": 2, \"mean_week_duration\": 8.464}, \"86330\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-03-29 11:16:50.000000+00:00\", \"2022-05-26 00:59:18.000000+00:00\"], \"session_ids\": [\"e98825be-e20e-43f4-ac4e-ab0bd0af8677\", \"e0fbe7f9-002e-4af7-a849-9cc59b26f93a\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.218}, \"14350\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-07-17 21:54:40.000000+00:00\", \"2022-04-08 02:38:36.000000+00:00\", \"2022-10-27 13:53:47.000000+00:00\", \"2022-08-06 16:57:06.000000+00:00\", \"2020-09-13 01:25:41.000000+00:00\"], \"session_ids\": [\"3154f068-8551-42c1-891e-d57772655c64\", \"87530952-88a6-4cfa-99b2-72b7fd7734f9\", \"d7926a9c-3ec1-4208-a115-8cfe84c45292\", \"30700bef-10d0-4f0b-9f5f-afe7cc888235\", \"d25199c6-9816-453e-a551-4fa29ba0641f\"], \"total_duration\": 93.0, \"total_sessions\": 5, \"mean_week_duration\": 0.782}, \"88352\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-05-25 14:06:30.000000+00:00\", \"2020-05-07 08:51:22.000000+00:00\"], \"session_ids\": [\"d3be6d69-91f8-441b-af0d-2b00d42c8b2f\", \"d7556aa1-18dd-450e-a18b-110312429667\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.28}, \"64150\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-06-18 10:33:52.000000+00:00\", \"2022-02-08 09:08:43.000000+00:00\", \"2019-05-22 22:37:41.000000+00:00\", \"2021-12-05 09:27:27.000000+00:00\"], \"session_ids\": [\"64544d9c-3d88-48b5-b1a4-055eb8b1cfb7\", \"70058bb5-124a-4d15-bf10-1b88778940b9\", \"be3c231f-11b2-428b-ae94-2929d13b6368\", \"c37e848c-c61a-44b5-bcd8-2a4383b8319f\"], \"total_duration\": 326.0, \"total_sessions\": 4, \"mean_week_duration\": 2.025}, \"29344\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-05-27 10:39:37.000000+00:00\", \"2020-10-27 01:52:56.000000+00:00\", \"2020-08-16 22:49:20.000000+00:00\", \"2023-01-26 18:23:13.000000+00:00\", \"2020-10-09 09:08:58.000000+00:00\"], \"session_ids\": [\"f19825c5-cbce-4805-b198-259a80fd48f5\", \"d00bbcd6-78d9-4193-88c1-77e9f95a0841\", \"310c08bb-c13c-4d95-a1a7-4c536708dd8a\", \"51ef4ca4-bc69-4246-b5ff-8099116126cf\", \"7edc2953-56a0-4905-a6e0-d7fab0a06d95\"], \"total_duration\": 2204.0, \"total_sessions\": 5, \"mean_week_duration\": 15.2}, \"95595\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-01-21 16:03:25.000000+00:00\", \"2019-10-01 20:04:35.000000+00:00\", \"2023-06-27 16:50:21.000000+00:00\", \"2019-02-07 06:33:05.000000+00:00\", \"2022-05-30 01:12:14.000000+00:00\"], \"session_ids\": [\"87c0fd5a-dab9-4300-bcc5-09068c5a470c\", \"507f1cd9-ba7a-4c83-8206-cf07c597f195\", \"595e0c22-a56d-4cd6-a4e8-bdc60c2bb1a2\", \"da1cfe30-0d5d-49b5-8c59-9f90146c8a4b\", \"a8485660-96f5-4d61-9a03-72360987210a\"], \"total_duration\": 3942.0, \"total_sessions\": 5, \"mean_week_duration\": 17.214}}\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[{\"77098\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-04-08 11:12:55.000000+00:00\", \"2021-03-29 13:00:11.000000+00:00\"], \"session_ids\": [\"efae888b-71d0-4c3d-bed0-84741bf6affa\", \"d09b15bd-0365-4825-9741-6a24ff949504\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.165}}, {\"88352\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-05-25 14:06:30.000000+00:00\", \"2020-05-07 08:51:22.000000+00:00\"], \"session_ids\": [\"d3be6d69-91f8-441b-af0d-2b00d42c8b2f\", \"d7556aa1-18dd-450e-a18b-110312429667\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.28}}, {\"86330\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-03-29 11:16:50.000000+00:00\", \"2022-05-26 00:59:18.000000+00:00\"], \"session_ids\": [\"e98825be-e20e-43f4-ac4e-ab0bd0af8677\", \"e0fbe7f9-002e-4af7-a849-9cc59b26f93a\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.218}}, {\"14350\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-07-17 21:54:40.000000+00:00\", \"2022-04-08 02:38:36.000000+00:00\", \"2022-10-27 13:53:47.000000+00:00\", \"2022-08-06 16:57:06.000000+00:00\", \"2020-09-13 01:25:41.000000+00:00\"], \"session_ids\": [\"3154f068-8551-42c1-891e-d57772655c64\", \"87530952-88a6-4cfa-99b2-72b7fd7734f9\", \"d7926a9c-3ec1-4208-a115-8cfe84c45292\", \"30700bef-10d0-4f0b-9f5f-afe7cc888235\", \"d25199c6-9816-453e-a551-4fa29ba0641f\"], \"total_duration\": 93.0, \"total_sessions\": 5, \"mean_week_duration\": 0.782}}, {\"54700\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-07-09 11:08:50.000000+00:00\", \"2021-11-02 07:12:16.000000+00:00\", \"2020-08-21 18:31:48.000000+00:00\"], \"session_ids\": [\"230c8603-0dc9-41f9-95ca-d7c8571c97a8\", \"8858dba2-559d-4cb7-95c0-1e16cadb9754\", \"8f6d4e66-7bd3-48dc-b067-a3d9e03c7f13\"], \"total_duration\": 150.0, \"total_sessions\": 3, \"mean_week_duration\": 2.381}}, {\"64150\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-06-18 10:33:52.000000+00:00\", \"2022-02-08 09:08:43.000000+00:00\", \"2019-05-22 22:37:41.000000+00:00\", \"2021-12-05 09:27:27.000000+00:00\"], \"session_ids\": [\"64544d9c-3d88-48b5-b1a4-055eb8b1cfb7\", \"70058bb5-124a-4d15-bf10-1b88778940b9\", \"be3c231f-11b2-428b-ae94-2929d13b6368\", \"c37e848c-c61a-44b5-bcd8-2a4383b8319f\"], \"total_duration\": 326.0, \"total_sessions\": 4, \"mean_week_duration\": 2.025}}, {\"2745\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-04-19 17:21:12.000000+00:00\", \"2023-05-17 00:53:52.000000+00:00\"], \"session_ids\": [\"8aa73043-c666-443b-9880-9176025305c9\", \"df7b8ec4-6ce7-4cf7-a0e2-2df930cc538a\"], \"total_duration\": 474.0, \"total_sessions\": 2, \"mean_week_duration\": 8.464}}, {\"58702\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-01 12:42:54.000000+00:00\", \"2021-12-09 21:51:47.000000+00:00\", \"2019-02-11 17:57:53.000000+00:00\"], \"session_ids\": [\"2d29c8a6-1bfc-493f-ae2d-12e94a6e6277\", \"3e302a6e-5df3-4e11-b7d3-f884ef994d3c\", \"c5c9151f-41b5-4840-83a8-bd147486796e\"], \"total_duration\": 1094.0, \"total_sessions\": 3, \"mean_week_duration\": 7.392}}, {\"29344\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-05-27 10:39:37.000000+00:00\", \"2020-10-27 01:52:56.000000+00:00\", \"2020-08-16 22:49:20.000000+00:00\", \"2023-01-26 18:23:13.000000+00:00\", \"2020-10-09 09:08:58.000000+00:00\"], \"session_ids\": [\"f19825c5-cbce-4805-b198-259a80fd48f5\", \"d00bbcd6-78d9-4193-88c1-77e9f95a0841\", \"310c08bb-c13c-4d95-a1a7-4c536708dd8a\", \"51ef4ca4-bc69-4246-b5ff-8099116126cf\", \"7edc2953-56a0-4905-a6e0-d7fab0a06d95\"], \"total_duration\": 2204.0, \"total_sessions\": 5, \"mean_week_duration\": 15.2}}, {\"95595\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-01-21 16:03:25.000000+00:00\", \"2019-10-01 20:04:35.000000+00:00\", \"2023-06-27 16:50:21.000000+00:00\", \"2019-02-07 06:33:05.000000+00:00\", \"2022-05-30 01:12:14.000000+00:00\"], \"session_ids\": [\"87c0fd5a-dab9-4300-bcc5-09068c5a470c\", \"507f1cd9-ba7a-4c83-8206-cf07c597f195\", \"595e0c22-a56d-4cd6-a4e8-bdc60c2bb1a2\", \"da1cfe30-0d5d-49b5-8c59-9f90146c8a4b\", \"a8485660-96f5-4d61-9a03-72360987210a\"], \"total_duration\": 3942.0, \"total_sessions\": 5, \"mean_week_duration\": 17.214}}]\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[{\"77098\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-04-08 11:12:55.000000+00:00\", \"2021-03-29 13:00:11.000000+00:00\"], \"session_ids\": [\"efae888b-71d0-4c3d-bed0-84741bf6affa\", \"d09b15bd-0365-4825-9741-6a24ff949504\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.165}}, {\"88352\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-05-25 14:06:30.000000+00:00\", \"2020-05-07 08:51:22.000000+00:00\"], \"session_ids\": [\"d3be6d69-91f8-441b-af0d-2b00d42c8b2f\", \"d7556aa1-18dd-450e-a18b-110312429667\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.28}}, {\"86330\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-03-29 11:16:50.000000+00:00\", \"2022-05-26 00:59:18.000000+00:00\"], \"session_ids\": [\"e98825be-e20e-43f4-ac4e-ab0bd0af8677\", \"e0fbe7f9-002e-4af7-a849-9cc59b26f93a\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.218}}, {\"14350\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-07-17 21:54:40.000000+00:00\", \"2022-04-08 02:38:36.000000+00:00\", \"2022-10-27 13:53:47.000000+00:00\", \"2022-08-06 16:57:06.000000+00:00\", \"2020-09-13 01:25:41.000000+00:00\"], \"session_ids\": [\"3154f068-8551-42c1-891e-d57772655c64\", \"87530952-88a6-4cfa-99b2-72b7fd7734f9\", \"d7926a9c-3ec1-4208-a115-8cfe84c45292\", \"30700bef-10d0-4f0b-9f5f-afe7cc888235\", \"d25199c6-9816-453e-a551-4fa29ba0641f\"], \"total_duration\": 93.0, \"total_sessions\": 5, \"mean_week_duration\": 0.782}}, {\"54700\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-07-09 11:08:50.000000+00:00\", \"2021-11-02 07:12:16.000000+00:00\", \"2020-08-21 18:31:48.000000+00:00\"], \"session_ids\": [\"230c8603-0dc9-41f9-95ca-d7c8571c97a8\", \"8858dba2-559d-4cb7-95c0-1e16cadb9754\", \"8f6d4e66-7bd3-48dc-b067-a3d9e03c7f13\"], \"total_duration\": 150.0, \"total_sessions\": 3, \"mean_week_duration\": 2.381}}, {\"64150\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-06-18 10:33:52.000000+00:00\", \"2022-02-08 09:08:43.000000+00:00\", \"2019-05-22 22:37:41.000000+00:00\", \"2021-12-05 09:27:27.000000+00:00\"], \"session_ids\": [\"64544d9c-3d88-48b5-b1a4-055eb8b1cfb7\", \"70058bb5-124a-4d15-bf10-1b88778940b9\", \"be3c231f-11b2-428b-ae94-2929d13b6368\", \"c37e848c-c61a-44b5-bcd8-2a4383b8319f\"], \"total_duration\": 326.0, \"total_sessions\": 4, \"mean_week_duration\": 2.025}}, {\"2745\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-04-19 17:21:12.000000+00:00\", \"2023-05-17 00:53:52.000000+00:00\"], \"session_ids\": [\"8aa73043-c666-443b-9880-9176025305c9\", \"df7b8ec4-6ce7-4cf7-a0e2-2df930cc538a\"], \"total_duration\": 474.0, \"total_sessions\": 2, \"mean_week_duration\": 8.464}}, {\"58702\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-01 12:42:54.000000+00:00\", \"2021-12-09 21:51:47.000000+00:00\", \"2019-02-11 17:57:53.000000+00:00\"], \"session_ids\": [\"2d29c8a6-1bfc-493f-ae2d-12e94a6e6277\", \"3e302a6e-5df3-4e11-b7d3-f884ef994d3c\", \"c5c9151f-41b5-4840-83a8-bd147486796e\"], \"total_duration\": 1094.0, \"total_sessions\": 3, \"mean_week_duration\": 7.392}}, {\"29344\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-05-27 10:39:37.000000+00:00\", \"2020-10-27 01:52:56.000000+00:00\", \"2020-08-16 22:49:20.000000+00:00\", \"2023-01-26 18:23:13.000000+00:00\", \"2020-10-09 09:08:58.000000+00:00\"], \"session_ids\": [\"f19825c5-cbce-4805-b198-259a80fd48f5\", \"d00bbcd6-78d9-4193-88c1-77e9f95a0841\", \"310c08bb-c13c-4d95-a1a7-4c536708dd8a\", \"51ef4ca4-bc69-4246-b5ff-8099116126cf\", \"7edc2953-56a0-4905-a6e0-d7fab0a06d95\"], \"total_duration\": 2204.0, \"total_sessions\": 5, \"mean_week_duration\": 15.2}}, {\"95595\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-01-21 16:03:25.000000+00:00\", \"2019-10-01 20:04:35.000000+00:00\", \"2023-06-27 16:50:21.000000+00:00\", \"2019-02-07 06:33:05.000000+00:00\", \"2022-05-30 01:12:14.000000+00:00\"], \"session_ids\": [\"87c0fd5a-dab9-4300-bcc5-09068c5a470c\", \"507f1cd9-ba7a-4c83-8206-cf07c597f195\", \"595e0c22-a56d-4cd6-a4e8-bdc60c2bb1a2\", \"da1cfe30-0d5d-49b5-8c59-9f90146c8a4b\", \"a8485660-96f5-4d61-9a03-72360987210a\"], \"total_duration\": 3942.0, \"total_sessions\": 5, \"mean_week_duration\": 17.214}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me regarding 8 users who have duration summation greater than 1795 additionaly do sorting by total_sessions 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{\"70195\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-11-01 18:35:20.000000+00:00\", \"2022-05-07 04:18:46.000000+00:00\", \"2022-08-03 13:34:57.000000+00:00\", \"2020-03-23 14:11:57.000000+00:00\", \"2022-12-06 19:32:34.000000+00:00\", \"2021-02-06 17:44:10.000000+00:00\"], \"session_ids\": [\"6b7c6a87-23c5-4e0f-8f67-0a9dbeff6a13\", \"ab691f2b-f02b-4e42-bb32-861266d2edb4\", \"76d09ffc-72b0-45b5-a422-d75291936dad\", \"f59aac66-f87d-4605-8802-2e4fad3d1680\", \"4ba4a00c-5829-43de-9aa0-237ed348b409\", \"949dddcb-04f3-48f8-bfc2-c9cbfb6a0d5b\"], \"total_duration\": 5635.0, \"total_sessions\": 6, \"mean_week_duration\": 34.784}, \"48138\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2020-01-23 14:25:17.000000+00:00\", \"2021-04-22 03:46:46.000000+00:00\", \"2022-11-13 18:46:53.000000+00:00\"], \"session_ids\": [\"a757ebfe-a551-4ef7-9999-5fc194b8c886\", \"1c250150-8c6a-41af-b839-de264b68b824\", \"c168e690-e1c2-4c0c-96bd-1d90fbad358a\"], \"total_duration\": 366.0, \"total_sessions\": 3, \"mean_week_duration\": 2.49}, \"55108\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-04-15 23:03:14.000000+00:00\", \"2021-06-17 17:05:20.000000+00:00\", \"2021-08-28 16:23:32.000000+00:00\", \"2021-12-31 11:50:24.000000+00:00\", \"2019-12-13 21:02:16.000000+00:00\", \"2022-06-13 05:01:05.000000+00:00\", \"2019-01-18 15:33:07.000000+00:00\", \"2023-06-02 19:20:15.000000+00:00\"], \"session_ids\": [\"f0c9d68c-b846-40a6-b331-263cd135c259\", \"36ba5bfe-fa54-4a7c-b7fd-9c2a4f852af5\", \"67ca0fce-f0f6-42b4-b1cc-36fbc47d1e04\", \"aeab0fb3-85e6-412c-af6f-53816f0d8c77\", \"1a0f7d2b-8098-40d8-aca1-5b6458755983\", \"f78903a2-df1c-4a90-bed4-e6af6acd0f7a\", \"da64c7c7-bf24-4241-9a62-836998841291\", \"55de81a6-4d4f-4564-9a8a-e3d410d3a4bf\"], \"total_duration\": 86.0, \"total_sessions\": 8, \"mean_week_duration\": 0.377}, \"17999\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-01-22 15:26:46.000000+00:00\", \"2022-03-18 02:25:40.000000+00:00\", \"2020-11-18 11:26:05.000000+00:00\", \"2023-06-12 10:48:25.000000+00:00\", \"2021-10-31 07:03:44.000000+00:00\"], \"session_ids\": [\"3f3eca84-6626-428c-a1d9-4b17ee428dad\", \"59a1fafc-9ed7-467c-bf40-d8f25d8557a9\", \"dd494176-b28c-478b-a9b5-de86fea940a0\", \"ed68d327-0b9b-46a7-97f2-3a8aa331057f\", \"c05c454d-01b1-4f7d-8ebd-eaf99e454cc7\"], \"total_duration\": 1251.0, \"total_sessions\": 5, \"mean_week_duration\": 9.336}, \"83677\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-12-14 00:07:02.000000+00:00\", \"2023-03-02 09:11:48.000000+00:00\"], \"session_ids\": [\"96313182-f8ac-4f23-babf-1b16e9587eef\", \"4e38e673-eaeb-4225-964a-17803db7d04a\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 0.552}, \"30442\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-09-25 02:59:57.000000+00:00\", \"2019-11-16 01:29:51.000000+00:00\", \"2022-04-15 00:02:25.000000+00:00\", \"2021-04-06 00:10:49.000000+00:00\", \"2019-12-28 09:01:40.000000+00:00\"], \"session_ids\": [\"8675f0c8-b27a-4b9e-ae5a-81810437af6b\", \"834674de-e15a-46a8-a9b0-4b95be8a6f5b\", \"16d54527-9f52-4a07-894d-bdf1b903e6aa\", \"72667d98-297b-4704-80df-c83cf3193586\", \"e3c9f404-5c85-4db5-bda4-d70f927f42d3\"], \"total_duration\": 53.0, \"total_sessions\": 5, \"mean_week_duration\": 0.421}, \"48659\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-11-05 12:41:26.000000+00:00\", \"2022-11-24 13:01:38.000000+00:00\"], \"session_ids\": [\"faf40d9c-154b-4ad6-a5b1-fe642580def3\", \"521415f2-8f19-4d2b-b9c1-8097b07d3d48\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.4}, \"10547\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-05-17 12:28:40.000000+00:00\", \"2020-05-07 06:42:25.000000+00:00\", \"2021-01-10 07:23:21.000000+00:00\", \"2019-09-17 06:37:43.000000+00:00\"], \"session_ids\": [\"c2052c4e-ccce-4d2e-9d3c-fbd19d1fb9d0\", \"e5f79092-f344-4870-9ff1-4ea1fb9be93d\", \"e6dd8abd-56c0-4729-9f8b-345f3e9a15ea\", \"be7b81b5-356f-4ffd-8b5c-8dda96e31ec8\"], \"total_duration\": 323.0, \"total_sessions\": 4, \"mean_week_duration\": 4.681}, \"76650\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-06-12 11:55:29.000000+00:00\", \"2019-04-06 00:31:08.000000+00:00\"], \"session_ids\": [\"e7cf1ce4-5f17-4d87-a4c2-56ad06604101\", \"a3ed35c0-fb0d-47e1-bea1-0cab3354dae8\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 0.467}, \"96681\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-19 15:12:09.000000+00:00\", \"2019-10-14 19:41:14.000000+00:00\"], \"session_ids\": [\"aa5624bf-f681-4f65-8ccb-f9285bb3a102\", \"a2c173fd-583b-4f9b-843f-601eb4e9d3f7\"], \"total_duration\": 203.0, \"total_sessions\": 2, \"mean_week_duration\": 2.707}}\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 1795"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\"]]}, \"all_values\": {\"total_duration\": [[1795, 3608]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"70195\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-11-01 18:35:20.000000+00:00\", \"2022-05-07 04:18:46.000000+00:00\", \"2022-08-03 13:34:57.000000+00:00\", \"2020-03-23 14:11:57.000000+00:00\", \"2022-12-06 19:32:34.000000+00:00\", \"2021-02-06 17:44:10.000000+00:00\"], \"session_ids\": [\"6b7c6a87-23c5-4e0f-8f67-0a9dbeff6a13\", \"ab691f2b-f02b-4e42-bb32-861266d2edb4\", \"76d09ffc-72b0-45b5-a422-d75291936dad\", \"f59aac66-f87d-4605-8802-2e4fad3d1680\", \"4ba4a00c-5829-43de-9aa0-237ed348b409\", \"949dddcb-04f3-48f8-bfc2-c9cbfb6a0d5b\"], \"total_duration\": 5635.0, \"total_sessions\": 6, \"mean_week_duration\": 34.784}}\n```\n"
}
] |
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