conversations
list |
|---|
[
{
"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{\"27969\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Sydney\", \"datetimes\": [\"2019-08-26 18:41:35.000000+00:00\", \"2021-05-27 04:12:57.000000+00:00\"], \"session_ids\": [\"1033f770-b21f-43d1-82eb-13026971d57f\", \"2e43ac27-d313-4a57-8af9-f9ad8590440c\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 1.685}, \"74380\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2019-11-13 11:14:15.000000+00:00\", \"2019-02-02 09:23:18.000000+00:00\", \"2021-06-21 17:55:16.000000+00:00\", \"2022-02-20 22:59:06.000000+00:00\", \"2020-03-10 10:49:44.000000+00:00\", \"2021-10-20 22:56:40.000000+00:00\"], \"session_ids\": [\"d95a3bb0-723d-4e80-acdd-8fe7a0b65d01\", \"083659d0-a689-4021-9ec0-29a52b342308\", \"349512af-2bd7-45fe-8393-466c2cf5e81f\", \"be28fa39-8af9-4882-8194-40915a576fbf\", \"d2153970-abdd-4a6c-b765-508a70a5c38d\", \"66c33423-8750-4b68-af92-122f2f237b5b\"], \"total_duration\": 298.0, \"total_sessions\": 6, \"mean_week_duration\": 1.863}, \"8028\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-02-03 14:34:56.000000+00:00\", \"2022-10-26 15:50:48.000000+00:00\", \"2020-01-14 09:07:54.000000+00:00\", \"2022-03-31 06:49:23.000000+00:00\", \"2023-04-23 14:48:14.000000+00:00\", \"2020-07-30 05:15:10.000000+00:00\", \"2020-11-27 12:22:47.000000+00:00\", \"2019-11-22 09:25:51.000000+00:00\"], \"session_ids\": [\"524228b1-7de8-4dab-94bf-14a82ce5d218\", \"a68ca19c-175d-4594-afc0-a2a8908a4409\", \"bccefda8-0f0f-4726-b354-4b3b1be8a481\", \"7b1600a0-85b0-48b9-8fe1-e56cbeb350f4\", \"efcebaa9-2100-4ccd-9933-72a80ddcc000\", \"941509c0-a26d-43b9-b50b-74a10e90802a\", \"00fff278-ff7d-43c0-84bc-a3b84877c20f\", \"efacb20e-afa6-41b6-9fe7-6ef370a5a3c7\"], \"total_duration\": 9201.0, \"total_sessions\": 8, \"mean_week_duration\": 41.823}, \"24116\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-09-30 23:02:25.000000+00:00\", \"2020-02-26 05:04:28.000000+00:00\"], \"session_ids\": [\"52c7fbc4-fe81-4f80-9b65-c7d2a2721004\", \"d5850416-234e-4a84-b1ad-e6dcd8c4e9e5\"], \"total_duration\": 295.0, \"total_sessions\": 2, \"mean_week_duration\": 13.409}, \"1442\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-04-22 19:45:26.000000+00:00\", \"2020-09-08 06:03:32.000000+00:00\"], \"session_ids\": [\"cba62e2f-8613-45ed-a763-60019e4af6b6\", \"2a113772-c7db-483e-bcd1-a41c353fcf3f\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 3.25}, \"75404\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Cairo\", \"datetimes\": [\"2023-05-05 10:08:52.000000+00:00\", \"2020-03-18 19:09:02.000000+00:00\", \"2023-05-01 18:55:37.000000+00:00\"], \"session_ids\": [\"dd07ab8e-3062-48b8-8297-a4020476b26a\", \"ba8108c7-3bc7-42d7-b5dc-447e737b9028\", \"ccfdecb1-a04a-4047-9747-c98c43059856\"], \"total_duration\": 869.0, \"total_sessions\": 3, \"mean_week_duration\": 5.299}, \"21294\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-01-18 06:06:55.000000+00:00\", \"2019-04-07 19:51:37.000000+00:00\", \"2022-12-04 04:54:06.000000+00:00\"], \"session_ids\": [\"c537da00-9473-47a1-9fd0-c9f0e22926b9\", \"4f9815aa-cb47-4674-a50e-7ee6bc2370d4\", \"7a8d0897-1e60-443e-91df-7a5bfb1230fc\"], \"total_duration\": 176.0, \"total_sessions\": 3, \"mean_week_duration\": 0.867}, \"51911\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-13 09:45:11.000000+00:00\", \"2021-10-30 01:37:33.000000+00:00\", \"2019-01-22 15:58:36.000000+00:00\", \"2019-08-24 03:38:53.000000+00:00\", \"2022-10-25 02:08:00.000000+00:00\", \"2021-01-24 01:20:41.000000+00:00\", \"2022-07-09 13:40:39.000000+00:00\", \"2020-07-16 04:49:02.000000+00:00\", \"2020-09-07 00:35:10.000000+00:00\", \"2020-07-15 14:59:43.000000+00:00\", \"2023-05-07 12:39:36.000000+00:00\"], \"session_ids\": [\"9fdd1bb3-d5fc-488d-b266-8fae0b7aa3ce\", \"97ac08fd-6f9d-4501-8e24-59b0a55c6000\", \"83a821f9-1cf6-4bfe-b6f3-a85c6f7343f4\", \"5d5d41f9-87ab-4cc2-8667-737bfbdcc3fe\", \"1d160a8d-0295-46c2-9c27-3c1c9e0598ae\", \"159db7f0-0bf8-43e4-901f-c7e5f8f0f8ff\", \"6da8043e-c0ef-4dd0-a2bd-5764696927ad\", \"6c25acd9-1032-4948-8e0d-9b36151ac9e9\", \"f8b3242c-dea2-46c5-af8f-c3da7b768654\", \"9278d484-7c01-43e9-80eb-18952009cea2\", \"61b919ac-8873-49d4-b91e-19d7e2372321\"], \"total_duration\": 12987.0, \"total_sessions\": 11, \"mean_week_duration\": 57.978}, \"93927\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-07-22 10:37:48.000000+00:00\", \"2023-02-01 05:30:50.000000+00:00\"], \"session_ids\": [\"b6aa9fe8-fd91-47b2-86db-0f2713065099\", \"9dc349c2-e8c7-4a75-9999-2e8a391de47d\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 3.714}, \"98048\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-04-11 11:04:00.000000+00:00\", \"2019-08-10 16:31:11.000000+00:00\"], \"session_ids\": [\"dad1f07c-ac3f-456a-b57f-52190bd54620\", \"f6debc98-266a-4c06-956f-69016132c1f2\"], \"total_duration\": 366.0, \"total_sessions\": 2, \"mean_week_duration\": 2.614}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are greater than 457"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\"]]}, \"all_values\": {\"total_duration\": [[457, 4719]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"8028\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-02-03 14:34:56.000000+00:00\", \"2022-10-26 15:50:48.000000+00:00\", \"2020-01-14 09:07:54.000000+00:00\", \"2022-03-31 06:49:23.000000+00:00\", \"2023-04-23 14:48:14.000000+00:00\", \"2020-07-30 05:15:10.000000+00:00\", \"2020-11-27 12:22:47.000000+00:00\", \"2019-11-22 09:25:51.000000+00:00\"], \"session_ids\": [\"524228b1-7de8-4dab-94bf-14a82ce5d218\", \"a68ca19c-175d-4594-afc0-a2a8908a4409\", \"bccefda8-0f0f-4726-b354-4b3b1be8a481\", \"7b1600a0-85b0-48b9-8fe1-e56cbeb350f4\", \"efcebaa9-2100-4ccd-9933-72a80ddcc000\", \"941509c0-a26d-43b9-b50b-74a10e90802a\", \"00fff278-ff7d-43c0-84bc-a3b84877c20f\", \"efacb20e-afa6-41b6-9fe7-6ef370a5a3c7\"], \"total_duration\": 9201.0, \"total_sessions\": 8, \"mean_week_duration\": 41.823}, \"75404\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Cairo\", \"datetimes\": [\"2023-05-05 10:08:52.000000+00:00\", \"2020-03-18 19:09:02.000000+00:00\", \"2023-05-01 18:55:37.000000+00:00\"], \"session_ids\": [\"dd07ab8e-3062-48b8-8297-a4020476b26a\", \"ba8108c7-3bc7-42d7-b5dc-447e737b9028\", \"ccfdecb1-a04a-4047-9747-c98c43059856\"], \"total_duration\": 869.0, \"total_sessions\": 3, \"mean_week_duration\": 5.299}, \"51911\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-13 09:45:11.000000+00:00\", \"2021-10-30 01:37:33.000000+00:00\", \"2019-01-22 15:58:36.000000+00:00\", \"2019-08-24 03:38:53.000000+00:00\", \"2022-10-25 02:08:00.000000+00:00\", \"2021-01-24 01:20:41.000000+00:00\", \"2022-07-09 13:40:39.000000+00:00\", \"2020-07-16 04:49:02.000000+00:00\", \"2020-09-07 00:35:10.000000+00:00\", \"2020-07-15 14:59:43.000000+00:00\", \"2023-05-07 12:39:36.000000+00:00\"], \"session_ids\": [\"9fdd1bb3-d5fc-488d-b266-8fae0b7aa3ce\", \"97ac08fd-6f9d-4501-8e24-59b0a55c6000\", \"83a821f9-1cf6-4bfe-b6f3-a85c6f7343f4\", \"5d5d41f9-87ab-4cc2-8667-737bfbdcc3fe\", \"1d160a8d-0295-46c2-9c27-3c1c9e0598ae\", \"159db7f0-0bf8-43e4-901f-c7e5f8f0f8ff\", \"6da8043e-c0ef-4dd0-a2bd-5764696927ad\", \"6c25acd9-1032-4948-8e0d-9b36151ac9e9\", \"f8b3242c-dea2-46c5-af8f-c3da7b768654\", \"9278d484-7c01-43e9-80eb-18952009cea2\", \"61b919ac-8873-49d4-b91e-19d7e2372321\"], \"total_duration\": 12987.0, \"total_sessions\": 11, \"mean_week_duration\": 57.978}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"75404\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Cairo\", \"datetimes\": [\"2023-05-05 10:08:52.000000+00:00\", \"2020-03-18 19:09:02.000000+00:00\", \"2023-05-01 18:55:37.000000+00:00\"], \"session_ids\": [\"dd07ab8e-3062-48b8-8297-a4020476b26a\", \"ba8108c7-3bc7-42d7-b5dc-447e737b9028\", \"ccfdecb1-a04a-4047-9747-c98c43059856\"], \"total_duration\": 869.0, \"total_sessions\": 3, \"mean_week_duration\": 5.299}}, {\"8028\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-02-03 14:34:56.000000+00:00\", \"2022-10-26 15:50:48.000000+00:00\", \"2020-01-14 09:07:54.000000+00:00\", \"2022-03-31 06:49:23.000000+00:00\", \"2023-04-23 14:48:14.000000+00:00\", \"2020-07-30 05:15:10.000000+00:00\", \"2020-11-27 12:22:47.000000+00:00\", \"2019-11-22 09:25:51.000000+00:00\"], \"session_ids\": [\"524228b1-7de8-4dab-94bf-14a82ce5d218\", \"a68ca19c-175d-4594-afc0-a2a8908a4409\", \"bccefda8-0f0f-4726-b354-4b3b1be8a481\", \"7b1600a0-85b0-48b9-8fe1-e56cbeb350f4\", \"efcebaa9-2100-4ccd-9933-72a80ddcc000\", \"941509c0-a26d-43b9-b50b-74a10e90802a\", \"00fff278-ff7d-43c0-84bc-a3b84877c20f\", \"efacb20e-afa6-41b6-9fe7-6ef370a5a3c7\"], \"total_duration\": 9201.0, \"total_sessions\": 8, \"mean_week_duration\": 41.823}}, {\"51911\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-13 09:45:11.000000+00:00\", \"2021-10-30 01:37:33.000000+00:00\", \"2019-01-22 15:58:36.000000+00:00\", \"2019-08-24 03:38:53.000000+00:00\", \"2022-10-25 02:08:00.000000+00:00\", \"2021-01-24 01:20:41.000000+00:00\", \"2022-07-09 13:40:39.000000+00:00\", \"2020-07-16 04:49:02.000000+00:00\", \"2020-09-07 00:35:10.000000+00:00\", \"2020-07-15 14:59:43.000000+00:00\", \"2023-05-07 12:39:36.000000+00:00\"], \"session_ids\": [\"9fdd1bb3-d5fc-488d-b266-8fae0b7aa3ce\", \"97ac08fd-6f9d-4501-8e24-59b0a55c6000\", \"83a821f9-1cf6-4bfe-b6f3-a85c6f7343f4\", \"5d5d41f9-87ab-4cc2-8667-737bfbdcc3fe\", \"1d160a8d-0295-46c2-9c27-3c1c9e0598ae\", \"159db7f0-0bf8-43e4-901f-c7e5f8f0f8ff\", \"6da8043e-c0ef-4dd0-a2bd-5764696927ad\", \"6c25acd9-1032-4948-8e0d-9b36151ac9e9\", \"f8b3242c-dea2-46c5-af8f-c3da7b768654\", \"9278d484-7c01-43e9-80eb-18952009cea2\", \"61b919ac-8873-49d4-b91e-19d7e2372321\"], \"total_duration\": 12987.0, \"total_sessions\": 11, \"mean_week_duration\": 57.978}}]\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[{\"75404\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Cairo\", \"datetimes\": [\"2023-05-05 10:08:52.000000+00:00\", \"2020-03-18 19:09:02.000000+00:00\", \"2023-05-01 18:55:37.000000+00:00\"], \"session_ids\": [\"dd07ab8e-3062-48b8-8297-a4020476b26a\", \"ba8108c7-3bc7-42d7-b5dc-447e737b9028\", \"ccfdecb1-a04a-4047-9747-c98c43059856\"], \"total_duration\": 869.0, \"total_sessions\": 3, \"mean_week_duration\": 5.299}}, {\"8028\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-02-03 14:34:56.000000+00:00\", \"2022-10-26 15:50:48.000000+00:00\", \"2020-01-14 09:07:54.000000+00:00\", \"2022-03-31 06:49:23.000000+00:00\", \"2023-04-23 14:48:14.000000+00:00\", \"2020-07-30 05:15:10.000000+00:00\", \"2020-11-27 12:22:47.000000+00:00\", \"2019-11-22 09:25:51.000000+00:00\"], \"session_ids\": [\"524228b1-7de8-4dab-94bf-14a82ce5d218\", \"a68ca19c-175d-4594-afc0-a2a8908a4409\", \"bccefda8-0f0f-4726-b354-4b3b1be8a481\", \"7b1600a0-85b0-48b9-8fe1-e56cbeb350f4\", \"efcebaa9-2100-4ccd-9933-72a80ddcc000\", \"941509c0-a26d-43b9-b50b-74a10e90802a\", \"00fff278-ff7d-43c0-84bc-a3b84877c20f\", \"efacb20e-afa6-41b6-9fe7-6ef370a5a3c7\"], \"total_duration\": 9201.0, \"total_sessions\": 8, \"mean_week_duration\": 41.823}}, {\"51911\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-13 09:45:11.000000+00:00\", \"2021-10-30 01:37:33.000000+00:00\", \"2019-01-22 15:58:36.000000+00:00\", \"2019-08-24 03:38:53.000000+00:00\", \"2022-10-25 02:08:00.000000+00:00\", \"2021-01-24 01:20:41.000000+00:00\", \"2022-07-09 13:40:39.000000+00:00\", \"2020-07-16 04:49:02.000000+00:00\", \"2020-09-07 00:35:10.000000+00:00\", \"2020-07-15 14:59:43.000000+00:00\", \"2023-05-07 12:39:36.000000+00:00\"], \"session_ids\": [\"9fdd1bb3-d5fc-488d-b266-8fae0b7aa3ce\", \"97ac08fd-6f9d-4501-8e24-59b0a55c6000\", \"83a821f9-1cf6-4bfe-b6f3-a85c6f7343f4\", \"5d5d41f9-87ab-4cc2-8667-737bfbdcc3fe\", \"1d160a8d-0295-46c2-9c27-3c1c9e0598ae\", \"159db7f0-0bf8-43e4-901f-c7e5f8f0f8ff\", \"6da8043e-c0ef-4dd0-a2bd-5764696927ad\", \"6c25acd9-1032-4948-8e0d-9b36151ac9e9\", \"f8b3242c-dea2-46c5-af8f-c3da7b768654\", \"9278d484-7c01-43e9-80eb-18952009cea2\", \"61b919ac-8873-49d4-b91e-19d7e2372321\"], \"total_duration\": 12987.0, \"total_sessions\": 11, \"mean_week_duration\": 57.978}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about 2 users who don't live in cities Istanbul, Karachi as well as do sorting by town_name from the smallest value to the largest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"14285\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-06-02 20:17:25.000000+00:00\", \"2021-01-22 14:39:44.000000+00:00\"], \"session_ids\": [\"6f44b8bb-178d-4d5b-967f-7ec9a28e622f\", \"9daccd50-9b0f-4dde-bb07-787849c688df\"], \"total_duration\": 474.0, \"total_sessions\": 2, \"mean_week_duration\": 3.854}, \"23489\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-09-14 13:03:38.000000+00:00\", \"2019-04-30 01:39:38.000000+00:00\", \"2020-07-21 13:05:13.000000+00:00\", \"2019-05-26 06:39:51.000000+00:00\", \"2022-11-10 17:19:04.000000+00:00\", \"2022-09-10 19:03:31.000000+00:00\", \"2020-05-12 21:04:02.000000+00:00\", \"2020-01-23 18:54:38.000000+00:00\", \"2020-07-01 12:27:41.000000+00:00\", \"2019-07-16 23:51:42.000000+00:00\"], \"session_ids\": [\"b9ecfe12-bd8c-4930-aa74-5fbce2183a3d\", \"766c1440-b765-47f0-83d7-f9d3f682f6e4\", \"1c65ab9d-e706-4a10-8bb6-7152bcec4404\", \"ebce58cc-8809-416e-bb5e-53ae7a97c2aa\", \"d8ee433a-ce65-448a-a1bb-472b0d1c7f99\", \"5ed1ec2a-ce97-4a33-af3b-4bd42762da8a\", \"5ce3178b-32f6-4f56-9ec6-24c5e13f5bd8\", \"3288d00d-5bfe-4e7e-ab4b-116d73c11d48\", \"19a1e571-9ec3-43b8-8968-a4cad719e7ad\", \"b1f7f0da-9c66-4148-9bc3-3c0843ee0641\"], \"total_duration\": 104.0, \"total_sessions\": 10, \"mean_week_duration\": 0.562}, \"31666\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-06-04 03:27:35.000000+00:00\", \"2022-09-20 18:24:47.000000+00:00\", \"2019-07-28 19:19:49.000000+00:00\", \"2019-07-02 15:18:15.000000+00:00\"], \"session_ids\": [\"e531f115-13e0-4868-bfa0-5be8e5cbaba5\", \"8e58da90-dd41-4901-bb9f-841f2b6579ae\", \"81585568-4cee-419e-bca3-f8af49d6c07a\", \"cc096f94-7dd9-4e7d-8095-23d95ddbbe3b\"], \"total_duration\": 1682.0, \"total_sessions\": 4, \"mean_week_duration\": 10.012}, \"26307\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-05-25 01:46:37.000000+00:00\", \"2021-05-17 00:27:52.000000+00:00\", \"2020-10-30 18:37:20.000000+00:00\", \"2022-06-05 05:20:41.000000+00:00\", \"2020-05-26 21:06:17.000000+00:00\", \"2020-11-02 03:29:41.000000+00:00\"], \"session_ids\": [\"df8ae12f-4314-451b-841d-1047c0907c49\", \"62086b08-5afb-4dac-a8da-e0ecd2efa4f5\", \"e1695859-0ea4-405e-a4b3-39068bbd6fad\", \"1c0798f3-bbec-4113-8633-88b262eee4b3\", \"878a133f-f4ca-4ad3-b8f3-920359c548dc\", \"e1c6c6dc-5c47-412d-8939-54ef69941e95\"], \"total_duration\": 5311.0, \"total_sessions\": 6, \"mean_week_duration\": 50.104}, \"17468\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-11 15:51:42.000000+00:00\", \"2021-05-10 07:26:43.000000+00:00\", \"2021-08-19 21:43:17.000000+00:00\", \"2020-10-26 11:41:23.000000+00:00\"], \"session_ids\": [\"8c356904-d52c-4dbc-9443-e7c9156589b3\", \"8c6bedb8-03d0-418e-a6ae-fb35c16c5f9e\", \"f41cda28-dfc5-4c2f-aa7c-5ca03a47cdd3\", \"e41c01f4-a290-46ef-b8f3-fcbce63a874c\"], \"total_duration\": 771.0, \"total_sessions\": 4, \"mean_week_duration\": 6.479}, \"5142\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-11-04 11:19:14.000000+00:00\", \"2019-08-17 13:06:23.000000+00:00\", \"2021-07-12 09:59:40.000000+00:00\"], \"session_ids\": [\"2d7cd3db-7bc3-4f39-8503-525386016051\", \"60dbd7d0-51d6-480f-b821-4761e2f26235\", \"965ef717-043b-4d54-b953-21753a5d69f4\"], \"total_duration\": 1003.0, \"total_sessions\": 3, \"mean_week_duration\": 10.03}, \"77160\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-28 02:55:34.000000+00:00\", \"2022-07-13 05:43:08.000000+00:00\", \"2019-04-30 03:34:00.000000+00:00\"], \"session_ids\": [\"a515a942-596f-4bc5-8bc9-1228d2b405ea\", \"2b1fcf0c-d6cf-4bc8-ae9e-93fc1a803c87\", \"38ab3a8b-9692-4d11-abdc-b33299e47a5a\"], \"total_duration\": 312.0, \"total_sessions\": 3, \"mean_week_duration\": 1.857}, \"86939\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-06-07 21:21:34.000000+00:00\", \"2022-08-30 04:27:33.000000+00:00\"], \"session_ids\": [\"be6654fe-25d3-4c99-925d-81195ae64291\", \"f4f57d88-c9e0-497c-9ef8-facdb72b03c9\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.201}, \"71713\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-07-12 14:20:59.000000+00:00\", \"2022-02-02 01:44:44.000000+00:00\"], \"session_ids\": [\"c97e15fb-e87e-4132-a3b2-db9aee861261\", \"13937980-3c09-4da1-9cab-a8f93447068b\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 3.537}, \"86027\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-23 05:39:10.000000+00:00\", \"2020-08-20 17:30:57.000000+00:00\"], \"session_ids\": [\"cbd1b883-3734-4032-93cc-71965706e831\", \"397f7b7d-af31-4b1a-b3d6-df396cbd7eee\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 4.889}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not Istanbul, Karachi"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Istanbul\", \"Karachi\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"14285\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-06-02 20:17:25.000000+00:00\", \"2021-01-22 14:39:44.000000+00:00\"], \"session_ids\": [\"6f44b8bb-178d-4d5b-967f-7ec9a28e622f\", \"9daccd50-9b0f-4dde-bb07-787849c688df\"], \"total_duration\": 474.0, \"total_sessions\": 2, \"mean_week_duration\": 3.854}, \"23489\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-09-14 13:03:38.000000+00:00\", \"2019-04-30 01:39:38.000000+00:00\", \"2020-07-21 13:05:13.000000+00:00\", \"2019-05-26 06:39:51.000000+00:00\", \"2022-11-10 17:19:04.000000+00:00\", \"2022-09-10 19:03:31.000000+00:00\", \"2020-05-12 21:04:02.000000+00:00\", \"2020-01-23 18:54:38.000000+00:00\", \"2020-07-01 12:27:41.000000+00:00\", \"2019-07-16 23:51:42.000000+00:00\"], \"session_ids\": [\"b9ecfe12-bd8c-4930-aa74-5fbce2183a3d\", \"766c1440-b765-47f0-83d7-f9d3f682f6e4\", \"1c65ab9d-e706-4a10-8bb6-7152bcec4404\", \"ebce58cc-8809-416e-bb5e-53ae7a97c2aa\", \"d8ee433a-ce65-448a-a1bb-472b0d1c7f99\", \"5ed1ec2a-ce97-4a33-af3b-4bd42762da8a\", \"5ce3178b-32f6-4f56-9ec6-24c5e13f5bd8\", \"3288d00d-5bfe-4e7e-ab4b-116d73c11d48\", \"19a1e571-9ec3-43b8-8968-a4cad719e7ad\", \"b1f7f0da-9c66-4148-9bc3-3c0843ee0641\"], \"total_duration\": 104.0, \"total_sessions\": 10, \"mean_week_duration\": 0.562}, \"31666\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-06-04 03:27:35.000000+00:00\", \"2022-09-20 18:24:47.000000+00:00\", \"2019-07-28 19:19:49.000000+00:00\", \"2019-07-02 15:18:15.000000+00:00\"], \"session_ids\": [\"e531f115-13e0-4868-bfa0-5be8e5cbaba5\", \"8e58da90-dd41-4901-bb9f-841f2b6579ae\", \"81585568-4cee-419e-bca3-f8af49d6c07a\", \"cc096f94-7dd9-4e7d-8095-23d95ddbbe3b\"], \"total_duration\": 1682.0, \"total_sessions\": 4, \"mean_week_duration\": 10.012}, \"26307\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-05-25 01:46:37.000000+00:00\", \"2021-05-17 00:27:52.000000+00:00\", \"2020-10-30 18:37:20.000000+00:00\", \"2022-06-05 05:20:41.000000+00:00\", \"2020-05-26 21:06:17.000000+00:00\", \"2020-11-02 03:29:41.000000+00:00\"], \"session_ids\": [\"df8ae12f-4314-451b-841d-1047c0907c49\", \"62086b08-5afb-4dac-a8da-e0ecd2efa4f5\", \"e1695859-0ea4-405e-a4b3-39068bbd6fad\", \"1c0798f3-bbec-4113-8633-88b262eee4b3\", \"878a133f-f4ca-4ad3-b8f3-920359c548dc\", \"e1c6c6dc-5c47-412d-8939-54ef69941e95\"], \"total_duration\": 5311.0, \"total_sessions\": 6, \"mean_week_duration\": 50.104}, \"17468\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-11 15:51:42.000000+00:00\", \"2021-05-10 07:26:43.000000+00:00\", \"2021-08-19 21:43:17.000000+00:00\", \"2020-10-26 11:41:23.000000+00:00\"], \"session_ids\": [\"8c356904-d52c-4dbc-9443-e7c9156589b3\", \"8c6bedb8-03d0-418e-a6ae-fb35c16c5f9e\", \"f41cda28-dfc5-4c2f-aa7c-5ca03a47cdd3\", \"e41c01f4-a290-46ef-b8f3-fcbce63a874c\"], \"total_duration\": 771.0, \"total_sessions\": 4, \"mean_week_duration\": 6.479}, \"5142\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-11-04 11:19:14.000000+00:00\", \"2019-08-17 13:06:23.000000+00:00\", \"2021-07-12 09:59:40.000000+00:00\"], \"session_ids\": [\"2d7cd3db-7bc3-4f39-8503-525386016051\", \"60dbd7d0-51d6-480f-b821-4761e2f26235\", \"965ef717-043b-4d54-b953-21753a5d69f4\"], \"total_duration\": 1003.0, \"total_sessions\": 3, \"mean_week_duration\": 10.03}, \"77160\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-28 02:55:34.000000+00:00\", \"2022-07-13 05:43:08.000000+00:00\", \"2019-04-30 03:34:00.000000+00:00\"], \"session_ids\": [\"a515a942-596f-4bc5-8bc9-1228d2b405ea\", \"2b1fcf0c-d6cf-4bc8-ae9e-93fc1a803c87\", \"38ab3a8b-9692-4d11-abdc-b33299e47a5a\"], \"total_duration\": 312.0, \"total_sessions\": 3, \"mean_week_duration\": 1.857}, \"86939\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-06-07 21:21:34.000000+00:00\", \"2022-08-30 04:27:33.000000+00:00\"], \"session_ids\": [\"be6654fe-25d3-4c99-925d-81195ae64291\", \"f4f57d88-c9e0-497c-9ef8-facdb72b03c9\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.201}, \"71713\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-07-12 14:20:59.000000+00:00\", \"2022-02-02 01:44:44.000000+00:00\"], \"session_ids\": [\"c97e15fb-e87e-4132-a3b2-db9aee861261\", \"13937980-3c09-4da1-9cab-a8f93447068b\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 3.537}, \"86027\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-23 05:39:10.000000+00:00\", \"2020-08-20 17:30:57.000000+00:00\"], \"session_ids\": [\"cbd1b883-3734-4032-93cc-71965706e831\", \"397f7b7d-af31-4b1a-b3d6-df396cbd7eee\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 4.889}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"77160\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-28 02:55:34.000000+00:00\", \"2022-07-13 05:43:08.000000+00:00\", \"2019-04-30 03:34:00.000000+00:00\"], \"session_ids\": [\"a515a942-596f-4bc5-8bc9-1228d2b405ea\", \"2b1fcf0c-d6cf-4bc8-ae9e-93fc1a803c87\", \"38ab3a8b-9692-4d11-abdc-b33299e47a5a\"], \"total_duration\": 312.0, \"total_sessions\": 3, \"mean_week_duration\": 1.857}}, {\"71713\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-07-12 14:20:59.000000+00:00\", \"2022-02-02 01:44:44.000000+00:00\"], \"session_ids\": [\"c97e15fb-e87e-4132-a3b2-db9aee861261\", \"13937980-3c09-4da1-9cab-a8f93447068b\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 3.537}}, {\"5142\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-11-04 11:19:14.000000+00:00\", \"2019-08-17 13:06:23.000000+00:00\", \"2021-07-12 09:59:40.000000+00:00\"], \"session_ids\": [\"2d7cd3db-7bc3-4f39-8503-525386016051\", \"60dbd7d0-51d6-480f-b821-4761e2f26235\", \"965ef717-043b-4d54-b953-21753a5d69f4\"], \"total_duration\": 1003.0, \"total_sessions\": 3, \"mean_week_duration\": 10.03}}, {\"26307\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-05-25 01:46:37.000000+00:00\", \"2021-05-17 00:27:52.000000+00:00\", \"2020-10-30 18:37:20.000000+00:00\", \"2022-06-05 05:20:41.000000+00:00\", \"2020-05-26 21:06:17.000000+00:00\", \"2020-11-02 03:29:41.000000+00:00\"], \"session_ids\": [\"df8ae12f-4314-451b-841d-1047c0907c49\", \"62086b08-5afb-4dac-a8da-e0ecd2efa4f5\", \"e1695859-0ea4-405e-a4b3-39068bbd6fad\", \"1c0798f3-bbec-4113-8633-88b262eee4b3\", \"878a133f-f4ca-4ad3-b8f3-920359c548dc\", \"e1c6c6dc-5c47-412d-8939-54ef69941e95\"], \"total_duration\": 5311.0, \"total_sessions\": 6, \"mean_week_duration\": 50.104}}, {\"17468\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-11 15:51:42.000000+00:00\", \"2021-05-10 07:26:43.000000+00:00\", \"2021-08-19 21:43:17.000000+00:00\", \"2020-10-26 11:41:23.000000+00:00\"], \"session_ids\": [\"8c356904-d52c-4dbc-9443-e7c9156589b3\", \"8c6bedb8-03d0-418e-a6ae-fb35c16c5f9e\", \"f41cda28-dfc5-4c2f-aa7c-5ca03a47cdd3\", \"e41c01f4-a290-46ef-b8f3-fcbce63a874c\"], \"total_duration\": 771.0, \"total_sessions\": 4, \"mean_week_duration\": 6.479}}, {\"14285\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-06-02 20:17:25.000000+00:00\", \"2021-01-22 14:39:44.000000+00:00\"], \"session_ids\": [\"6f44b8bb-178d-4d5b-967f-7ec9a28e622f\", \"9daccd50-9b0f-4dde-bb07-787849c688df\"], \"total_duration\": 474.0, \"total_sessions\": 2, \"mean_week_duration\": 3.854}}, {\"86939\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-06-07 21:21:34.000000+00:00\", \"2022-08-30 04:27:33.000000+00:00\"], \"session_ids\": [\"be6654fe-25d3-4c99-925d-81195ae64291\", \"f4f57d88-c9e0-497c-9ef8-facdb72b03c9\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.201}}, {\"23489\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-09-14 13:03:38.000000+00:00\", \"2019-04-30 01:39:38.000000+00:00\", \"2020-07-21 13:05:13.000000+00:00\", \"2019-05-26 06:39:51.000000+00:00\", \"2022-11-10 17:19:04.000000+00:00\", \"2022-09-10 19:03:31.000000+00:00\", \"2020-05-12 21:04:02.000000+00:00\", \"2020-01-23 18:54:38.000000+00:00\", \"2020-07-01 12:27:41.000000+00:00\", \"2019-07-16 23:51:42.000000+00:00\"], \"session_ids\": [\"b9ecfe12-bd8c-4930-aa74-5fbce2183a3d\", \"766c1440-b765-47f0-83d7-f9d3f682f6e4\", \"1c65ab9d-e706-4a10-8bb6-7152bcec4404\", \"ebce58cc-8809-416e-bb5e-53ae7a97c2aa\", \"d8ee433a-ce65-448a-a1bb-472b0d1c7f99\", \"5ed1ec2a-ce97-4a33-af3b-4bd42762da8a\", \"5ce3178b-32f6-4f56-9ec6-24c5e13f5bd8\", \"3288d00d-5bfe-4e7e-ab4b-116d73c11d48\", \"19a1e571-9ec3-43b8-8968-a4cad719e7ad\", \"b1f7f0da-9c66-4148-9bc3-3c0843ee0641\"], \"total_duration\": 104.0, \"total_sessions\": 10, \"mean_week_duration\": 0.562}}, {\"86027\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-23 05:39:10.000000+00:00\", \"2020-08-20 17:30:57.000000+00:00\"], \"session_ids\": [\"cbd1b883-3734-4032-93cc-71965706e831\", \"397f7b7d-af31-4b1a-b3d6-df396cbd7eee\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 4.889}}, {\"31666\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-06-04 03:27:35.000000+00:00\", \"2022-09-20 18:24:47.000000+00:00\", \"2019-07-28 19:19:49.000000+00:00\", \"2019-07-02 15:18:15.000000+00:00\"], \"session_ids\": [\"e531f115-13e0-4868-bfa0-5be8e5cbaba5\", \"8e58da90-dd41-4901-bb9f-841f2b6579ae\", \"81585568-4cee-419e-bca3-f8af49d6c07a\", \"cc096f94-7dd9-4e7d-8095-23d95ddbbe3b\"], \"total_duration\": 1682.0, \"total_sessions\": 4, \"mean_week_duration\": 10.012}}]\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[{\"77160\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-28 02:55:34.000000+00:00\", \"2022-07-13 05:43:08.000000+00:00\", \"2019-04-30 03:34:00.000000+00:00\"], \"session_ids\": [\"a515a942-596f-4bc5-8bc9-1228d2b405ea\", \"2b1fcf0c-d6cf-4bc8-ae9e-93fc1a803c87\", \"38ab3a8b-9692-4d11-abdc-b33299e47a5a\"], \"total_duration\": 312.0, \"total_sessions\": 3, \"mean_week_duration\": 1.857}}, {\"71713\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-07-12 14:20:59.000000+00:00\", \"2022-02-02 01:44:44.000000+00:00\"], \"session_ids\": [\"c97e15fb-e87e-4132-a3b2-db9aee861261\", \"13937980-3c09-4da1-9cab-a8f93447068b\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 3.537}}]\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[{\"77160\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-28 02:55:34.000000+00:00\", \"2022-07-13 05:43:08.000000+00:00\", \"2019-04-30 03:34:00.000000+00:00\"], \"session_ids\": [\"a515a942-596f-4bc5-8bc9-1228d2b405ea\", \"2b1fcf0c-d6cf-4bc8-ae9e-93fc1a803c87\", \"38ab3a8b-9692-4d11-abdc-b33299e47a5a\"], \"total_duration\": 312.0, \"total_sessions\": 3, \"mean_week_duration\": 1.857}}, {\"71713\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-07-12 14:20:59.000000+00:00\", \"2022-02-02 01:44:44.000000+00:00\"], \"session_ids\": [\"c97e15fb-e87e-4132-a3b2-db9aee861261\", \"13937980-3c09-4da1-9cab-a8f93447068b\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 3.537}}]\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 7 users whose duration total is smaller than 2323 , moreover carry out sorting by city_name in ascending order plus display only 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"72445\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-12-04 06:44:54.000000+00:00\", \"2023-04-23 12:58:09.000000+00:00\", \"2022-09-03 09:04:51.000000+00:00\"], \"session_ids\": [\"e8ae00fe-6cd3-49d7-95d4-1fe7b92f1c01\", \"535c8461-9039-48f8-87ad-2c4177bb9548\", \"da5320eb-82f7-4f30-b46a-90090f72bfb3\"], \"total_duration\": 337.0, \"total_sessions\": 3, \"mean_week_duration\": 1.904}, \"79621\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-03-19 12:12:33.000000+00:00\", \"2020-01-30 09:46:30.000000+00:00\", \"2023-03-12 13:30:54.000000+00:00\", \"2020-12-14 19:29:14.000000+00:00\", \"2022-12-12 14:47:09.000000+00:00\"], \"session_ids\": [\"5ba23936-45bd-4ced-a536-244f300fa93a\", \"56b95658-c6e3-4128-ac45-73c2ab84f778\", \"3775ea4d-e923-41e2-8d77-040b26203927\", \"e0cf3774-8527-4aab-9aa2-af245718a1b6\", \"7eb4cd5c-ae3b-44a9-954a-cedbb4e6a673\"], \"total_duration\": 2261.0, \"total_sessions\": 5, \"mean_week_duration\": 13.871}, \"62465\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-10-25 03:28:07.000000+00:00\", \"2022-08-05 23:57:02.000000+00:00\"], \"session_ids\": [\"8445a39d-c3d3-44ee-83d8-77f3f9f1b5d9\", \"6b272c15-5a79-4e04-84b2-c339b4e78635\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.434}, \"14289\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-06-24 15:50:09.000000+00:00\", \"2019-12-16 03:06:05.000000+00:00\", \"2020-01-03 13:53:37.000000+00:00\", \"2022-08-28 04:50:41.000000+00:00\"], \"session_ids\": [\"759b514c-7065-41ff-987a-9467694ad02f\", \"fcba8cd2-c755-4d61-81d8-751d10ad6645\", \"cfed7311-b9d2-41bb-afbb-bc6e58fd6487\", \"3793b037-d72f-4e67-897d-c0a366a8604c\"], \"total_duration\": 246.0, \"total_sessions\": 4, \"mean_week_duration\": 1.745}, \"88216\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-02 06:42:59.000000+00:00\", \"2022-06-07 03:41:09.000000+00:00\"], \"session_ids\": [\"61fd3162-afc2-4936-9c1c-f20d05ce88a0\", \"a1579b58-ad8c-4517-b4a7-e7574b5489ae\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 0.608}, \"46727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Moscow\", \"datetimes\": [\"2022-06-29 11:54:20.000000+00:00\", \"2021-06-05 04:33:37.000000+00:00\"], \"session_ids\": [\"4b45dfb9-674c-4220-b503-9adf04f211e3\", \"7b4129b9-368b-4259-b047-dac44971b013\"], \"total_duration\": 108.0, \"total_sessions\": 2, \"mean_week_duration\": 1.929}, \"51678\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-19 01:59:14.000000+00:00\", \"2022-12-05 15:29:11.000000+00:00\", \"2020-03-19 19:15:50.000000+00:00\", \"2022-03-18 13:55:53.000000+00:00\", \"2022-11-03 16:59:04.000000+00:00\", \"2022-02-18 20:54:50.000000+00:00\"], \"session_ids\": [\"a871a755-00b1-49ab-a065-b7b0041b9587\", \"eeb201df-bb4c-4f93-99a8-5da462eb0708\", \"b032594b-16a6-4e42-a929-5dca51b5618a\", \"2fa3b009-5264-4ed8-956e-8cb4961d8cb6\", \"c6b9352d-4feb-4b99-95ae-6ce9589f4b12\", \"3f44df72-1eb2-4ac8-b665-5df2fbb8bce0\"], \"total_duration\": 2101.0, \"total_sessions\": 6, \"mean_week_duration\": 14.796}, \"1454\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-01-27 16:11:36.000000+00:00\", \"2021-01-25 14:56:52.000000+00:00\", \"2019-02-02 23:21:37.000000+00:00\"], \"session_ids\": [\"5e2aa4eb-9a1d-4e5a-8741-cacbe463d91f\", \"8fc20dff-03d5-4f35-ab54-d9585ea2d882\", \"63ad77da-80a2-4ad4-8c33-3d7b1ed9180a\"], \"total_duration\": 137.0, \"total_sessions\": 3, \"mean_week_duration\": 1.317}, \"44363\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 8, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-10-17 04:20:29.000000+00:00\", \"2020-12-15 04:31:40.000000+00:00\"], \"session_ids\": [\"d049d549-7d0a-4fd0-99fc-bfed4db4d43f\", \"134cf911-c329-453b-b6c5-1958ae8a471d\"], \"total_duration\": 265.0, \"total_sessions\": 2, \"mean_week_duration\": 4.344}, \"9630\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-04-06 15:18:45.000000+00:00\", \"2019-07-12 17:54:17.000000+00:00\"], \"session_ids\": [\"48d58275-34de-4d13-8d7d-f598e6c39e13\", \"9b1b4751-8f19-40c4-88c7-e7857a28e23e\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 1.231}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or less than 2323"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\"]]}, \"all_values\": {\"total_duration\": [[2323, 4409]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"72445\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-12-04 06:44:54.000000+00:00\", \"2023-04-23 12:58:09.000000+00:00\", \"2022-09-03 09:04:51.000000+00:00\"], \"session_ids\": [\"e8ae00fe-6cd3-49d7-95d4-1fe7b92f1c01\", \"535c8461-9039-48f8-87ad-2c4177bb9548\", \"da5320eb-82f7-4f30-b46a-90090f72bfb3\"], \"total_duration\": 337.0, \"total_sessions\": 3, \"mean_week_duration\": 1.904}, \"79621\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-03-19 12:12:33.000000+00:00\", \"2020-01-30 09:46:30.000000+00:00\", \"2023-03-12 13:30:54.000000+00:00\", \"2020-12-14 19:29:14.000000+00:00\", \"2022-12-12 14:47:09.000000+00:00\"], \"session_ids\": [\"5ba23936-45bd-4ced-a536-244f300fa93a\", \"56b95658-c6e3-4128-ac45-73c2ab84f778\", \"3775ea4d-e923-41e2-8d77-040b26203927\", \"e0cf3774-8527-4aab-9aa2-af245718a1b6\", \"7eb4cd5c-ae3b-44a9-954a-cedbb4e6a673\"], \"total_duration\": 2261.0, \"total_sessions\": 5, \"mean_week_duration\": 13.871}, \"62465\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-10-25 03:28:07.000000+00:00\", \"2022-08-05 23:57:02.000000+00:00\"], \"session_ids\": [\"8445a39d-c3d3-44ee-83d8-77f3f9f1b5d9\", \"6b272c15-5a79-4e04-84b2-c339b4e78635\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.434}, \"14289\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-06-24 15:50:09.000000+00:00\", \"2019-12-16 03:06:05.000000+00:00\", \"2020-01-03 13:53:37.000000+00:00\", \"2022-08-28 04:50:41.000000+00:00\"], \"session_ids\": [\"759b514c-7065-41ff-987a-9467694ad02f\", \"fcba8cd2-c755-4d61-81d8-751d10ad6645\", \"cfed7311-b9d2-41bb-afbb-bc6e58fd6487\", \"3793b037-d72f-4e67-897d-c0a366a8604c\"], \"total_duration\": 246.0, \"total_sessions\": 4, \"mean_week_duration\": 1.745}, \"88216\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-02 06:42:59.000000+00:00\", \"2022-06-07 03:41:09.000000+00:00\"], \"session_ids\": [\"61fd3162-afc2-4936-9c1c-f20d05ce88a0\", \"a1579b58-ad8c-4517-b4a7-e7574b5489ae\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 0.608}, \"46727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Moscow\", \"datetimes\": [\"2022-06-29 11:54:20.000000+00:00\", \"2021-06-05 04:33:37.000000+00:00\"], \"session_ids\": [\"4b45dfb9-674c-4220-b503-9adf04f211e3\", \"7b4129b9-368b-4259-b047-dac44971b013\"], \"total_duration\": 108.0, \"total_sessions\": 2, \"mean_week_duration\": 1.929}, \"51678\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-19 01:59:14.000000+00:00\", \"2022-12-05 15:29:11.000000+00:00\", \"2020-03-19 19:15:50.000000+00:00\", \"2022-03-18 13:55:53.000000+00:00\", \"2022-11-03 16:59:04.000000+00:00\", \"2022-02-18 20:54:50.000000+00:00\"], \"session_ids\": [\"a871a755-00b1-49ab-a065-b7b0041b9587\", \"eeb201df-bb4c-4f93-99a8-5da462eb0708\", \"b032594b-16a6-4e42-a929-5dca51b5618a\", \"2fa3b009-5264-4ed8-956e-8cb4961d8cb6\", \"c6b9352d-4feb-4b99-95ae-6ce9589f4b12\", \"3f44df72-1eb2-4ac8-b665-5df2fbb8bce0\"], \"total_duration\": 2101.0, \"total_sessions\": 6, \"mean_week_duration\": 14.796}, \"1454\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-01-27 16:11:36.000000+00:00\", \"2021-01-25 14:56:52.000000+00:00\", \"2019-02-02 23:21:37.000000+00:00\"], \"session_ids\": [\"5e2aa4eb-9a1d-4e5a-8741-cacbe463d91f\", \"8fc20dff-03d5-4f35-ab54-d9585ea2d882\", \"63ad77da-80a2-4ad4-8c33-3d7b1ed9180a\"], \"total_duration\": 137.0, \"total_sessions\": 3, \"mean_week_duration\": 1.317}, \"44363\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 8, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-10-17 04:20:29.000000+00:00\", \"2020-12-15 04:31:40.000000+00:00\"], \"session_ids\": [\"d049d549-7d0a-4fd0-99fc-bfed4db4d43f\", \"134cf911-c329-453b-b6c5-1958ae8a471d\"], \"total_duration\": 265.0, \"total_sessions\": 2, \"mean_week_duration\": 4.344}, \"9630\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-04-06 15:18:45.000000+00:00\", \"2019-07-12 17:54:17.000000+00:00\"], \"session_ids\": [\"48d58275-34de-4d13-8d7d-f598e6c39e13\", \"9b1b4751-8f19-40c4-88c7-e7857a28e23e\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 1.231}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"44363\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 8, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-10-17 04:20:29.000000+00:00\", \"2020-12-15 04:31:40.000000+00:00\"], \"session_ids\": [\"d049d549-7d0a-4fd0-99fc-bfed4db4d43f\", \"134cf911-c329-453b-b6c5-1958ae8a471d\"], \"total_duration\": 265.0, \"total_sessions\": 2, \"mean_week_duration\": 4.344}}, {\"88216\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-02 06:42:59.000000+00:00\", \"2022-06-07 03:41:09.000000+00:00\"], \"session_ids\": [\"61fd3162-afc2-4936-9c1c-f20d05ce88a0\", \"a1579b58-ad8c-4517-b4a7-e7574b5489ae\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 0.608}}, {\"46727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Moscow\", \"datetimes\": [\"2022-06-29 11:54:20.000000+00:00\", \"2021-06-05 04:33:37.000000+00:00\"], \"session_ids\": [\"4b45dfb9-674c-4220-b503-9adf04f211e3\", \"7b4129b9-368b-4259-b047-dac44971b013\"], \"total_duration\": 108.0, \"total_sessions\": 2, \"mean_week_duration\": 1.929}}, {\"1454\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-01-27 16:11:36.000000+00:00\", \"2021-01-25 14:56:52.000000+00:00\", \"2019-02-02 23:21:37.000000+00:00\"], \"session_ids\": [\"5e2aa4eb-9a1d-4e5a-8741-cacbe463d91f\", \"8fc20dff-03d5-4f35-ab54-d9585ea2d882\", \"63ad77da-80a2-4ad4-8c33-3d7b1ed9180a\"], \"total_duration\": 137.0, \"total_sessions\": 3, \"mean_week_duration\": 1.317}}, {\"79621\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-03-19 12:12:33.000000+00:00\", \"2020-01-30 09:46:30.000000+00:00\", \"2023-03-12 13:30:54.000000+00:00\", \"2020-12-14 19:29:14.000000+00:00\", \"2022-12-12 14:47:09.000000+00:00\"], \"session_ids\": [\"5ba23936-45bd-4ced-a536-244f300fa93a\", \"56b95658-c6e3-4128-ac45-73c2ab84f778\", \"3775ea4d-e923-41e2-8d77-040b26203927\", \"e0cf3774-8527-4aab-9aa2-af245718a1b6\", \"7eb4cd5c-ae3b-44a9-954a-cedbb4e6a673\"], \"total_duration\": 2261.0, \"total_sessions\": 5, \"mean_week_duration\": 13.871}}, {\"62465\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-10-25 03:28:07.000000+00:00\", \"2022-08-05 23:57:02.000000+00:00\"], \"session_ids\": [\"8445a39d-c3d3-44ee-83d8-77f3f9f1b5d9\", \"6b272c15-5a79-4e04-84b2-c339b4e78635\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.434}}, {\"72445\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-12-04 06:44:54.000000+00:00\", \"2023-04-23 12:58:09.000000+00:00\", \"2022-09-03 09:04:51.000000+00:00\"], \"session_ids\": [\"e8ae00fe-6cd3-49d7-95d4-1fe7b92f1c01\", \"535c8461-9039-48f8-87ad-2c4177bb9548\", \"da5320eb-82f7-4f30-b46a-90090f72bfb3\"], \"total_duration\": 337.0, \"total_sessions\": 3, \"mean_week_duration\": 1.904}}, {\"14289\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-06-24 15:50:09.000000+00:00\", \"2019-12-16 03:06:05.000000+00:00\", \"2020-01-03 13:53:37.000000+00:00\", \"2022-08-28 04:50:41.000000+00:00\"], \"session_ids\": [\"759b514c-7065-41ff-987a-9467694ad02f\", \"fcba8cd2-c755-4d61-81d8-751d10ad6645\", \"cfed7311-b9d2-41bb-afbb-bc6e58fd6487\", \"3793b037-d72f-4e67-897d-c0a366a8604c\"], \"total_duration\": 246.0, \"total_sessions\": 4, \"mean_week_duration\": 1.745}}, {\"51678\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-19 01:59:14.000000+00:00\", \"2022-12-05 15:29:11.000000+00:00\", \"2020-03-19 19:15:50.000000+00:00\", \"2022-03-18 13:55:53.000000+00:00\", \"2022-11-03 16:59:04.000000+00:00\", \"2022-02-18 20:54:50.000000+00:00\"], \"session_ids\": [\"a871a755-00b1-49ab-a065-b7b0041b9587\", \"eeb201df-bb4c-4f93-99a8-5da462eb0708\", \"b032594b-16a6-4e42-a929-5dca51b5618a\", \"2fa3b009-5264-4ed8-956e-8cb4961d8cb6\", \"c6b9352d-4feb-4b99-95ae-6ce9589f4b12\", \"3f44df72-1eb2-4ac8-b665-5df2fbb8bce0\"], \"total_duration\": 2101.0, \"total_sessions\": 6, \"mean_week_duration\": 14.796}}, {\"9630\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-04-06 15:18:45.000000+00:00\", \"2019-07-12 17:54:17.000000+00:00\"], \"session_ids\": [\"48d58275-34de-4d13-8d7d-f598e6c39e13\", \"9b1b4751-8f19-40c4-88c7-e7857a28e23e\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 1.231}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 4 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"44363\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 8, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-10-17 04:20:29.000000+00:00\", \"2020-12-15 04:31:40.000000+00:00\"], \"session_ids\": [\"d049d549-7d0a-4fd0-99fc-bfed4db4d43f\", \"134cf911-c329-453b-b6c5-1958ae8a471d\"], \"total_duration\": 265.0, \"total_sessions\": 2, \"mean_week_duration\": 4.344}}, {\"88216\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-02 06:42:59.000000+00:00\", \"2022-06-07 03:41:09.000000+00:00\"], \"session_ids\": [\"61fd3162-afc2-4936-9c1c-f20d05ce88a0\", \"a1579b58-ad8c-4517-b4a7-e7574b5489ae\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 0.608}}, {\"46727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Moscow\", \"datetimes\": [\"2022-06-29 11:54:20.000000+00:00\", \"2021-06-05 04:33:37.000000+00:00\"], \"session_ids\": [\"4b45dfb9-674c-4220-b503-9adf04f211e3\", \"7b4129b9-368b-4259-b047-dac44971b013\"], \"total_duration\": 108.0, \"total_sessions\": 2, \"mean_week_duration\": 1.929}}, {\"1454\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-01-27 16:11:36.000000+00:00\", \"2021-01-25 14:56:52.000000+00:00\", \"2019-02-02 23:21:37.000000+00:00\"], \"session_ids\": [\"5e2aa4eb-9a1d-4e5a-8741-cacbe463d91f\", \"8fc20dff-03d5-4f35-ab54-d9585ea2d882\", \"63ad77da-80a2-4ad4-8c33-3d7b1ed9180a\"], \"total_duration\": 137.0, \"total_sessions\": 3, \"mean_week_duration\": 1.317}}]\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[{\"44363\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 8, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-10-17 04:20:29.000000+00:00\", \"2020-12-15 04:31:40.000000+00:00\"], \"session_ids\": [\"d049d549-7d0a-4fd0-99fc-bfed4db4d43f\", \"134cf911-c329-453b-b6c5-1958ae8a471d\"], \"total_duration\": 265.0, \"total_sessions\": 2, \"mean_week_duration\": 4.344}}, {\"88216\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-02 06:42:59.000000+00:00\", \"2022-06-07 03:41:09.000000+00:00\"], \"session_ids\": [\"61fd3162-afc2-4936-9c1c-f20d05ce88a0\", \"a1579b58-ad8c-4517-b4a7-e7574b5489ae\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 0.608}}, {\"46727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Moscow\", \"datetimes\": [\"2022-06-29 11:54:20.000000+00:00\", \"2021-06-05 04:33:37.000000+00:00\"], \"session_ids\": [\"4b45dfb9-674c-4220-b503-9adf04f211e3\", \"7b4129b9-368b-4259-b047-dac44971b013\"], \"total_duration\": 108.0, \"total_sessions\": 2, \"mean_week_duration\": 1.929}}, {\"1454\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-01-27 16:11:36.000000+00:00\", \"2021-01-25 14:56:52.000000+00:00\", \"2019-02-02 23:21:37.000000+00:00\"], \"session_ids\": [\"5e2aa4eb-9a1d-4e5a-8741-cacbe463d91f\", \"8fc20dff-03d5-4f35-ab54-d9585ea2d882\", \"63ad77da-80a2-4ad4-8c33-3d7b1ed9180a\"], \"total_duration\": 137.0, \"total_sessions\": 3, \"mean_week_duration\": 1.317}}]\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 5 users whose overall quantity of sessions is same as 5 as well as execute sorting by city title desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"69866\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-10-15 06:06:42.000000+00:00\", \"2020-05-28 08:26:40.000000+00:00\", \"2021-05-26 22:59:37.000000+00:00\"], \"session_ids\": [\"77efca3c-d2c8-4563-817d-43fec22d65c6\", \"4878d287-003d-48c5-8ff4-b9799adef01a\", \"d184ab44-5f34-42fb-b1cd-e4fd75d36e1a\"], \"total_duration\": 40.0, \"total_sessions\": 3, \"mean_week_duration\": 0.471}, \"28687\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-01-30 18:28:47.000000+00:00\", \"2023-04-10 04:05:19.000000+00:00\"], \"session_ids\": [\"dd048a0b-875b-40d8-b2c5-c044e9017274\", \"06d5e776-ef53-40c4-801d-c50463fc68fb\"], \"total_duration\": 332.0, \"total_sessions\": 2, \"mean_week_duration\": 2.887}, \"59838\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-08-18 12:52:49.000000+00:00\", \"2021-12-09 03:17:07.000000+00:00\"], \"session_ids\": [\"195466d0-646b-4c6a-8ac8-b27577a46080\", \"c544d55c-e3aa-4523-b91e-8a4d8dad4038\"], \"total_duration\": 455.0, \"total_sessions\": 2, \"mean_week_duration\": 6.594}, \"86475\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-05-11 13:13:05.000000+00:00\", \"2019-04-05 18:49:53.000000+00:00\"], \"session_ids\": [\"cb55699f-1c74-42f0-a8e5-9b196c7af101\", \"0d36b595-cd41-43c8-ba21-6b388b6cc9d0\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.079}, \"74739\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-04-14 12:27:18.000000+00:00\", \"2021-02-18 14:52:37.000000+00:00\", \"2023-01-05 09:42:00.000000+00:00\"], \"session_ids\": [\"4eb1c548-fb63-4b3e-89fd-a3c7ee3b9c95\", \"2deaf50b-8934-4039-832d-46a6d6c6e1ad\", \"f464361e-fce7-495d-81c0-4dcec04bf8a8\"], \"total_duration\": 260.0, \"total_sessions\": 3, \"mean_week_duration\": 2.653}, \"42033\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-07-27 10:10:05.000000+00:00\", \"2019-09-23 07:02:17.000000+00:00\"], \"session_ids\": [\"ee0dd837-e41b-475b-8801-36738ed2cf2f\", \"b0f11b32-5989-4461-a7d9-c836de85efb4\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 0.629}, \"53424\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-06-19 07:26:04.000000+00:00\", \"2023-05-30 09:59:37.000000+00:00\", \"2021-05-20 15:52:18.000000+00:00\", \"2020-04-26 15:24:01.000000+00:00\", \"2022-02-10 18:05:36.000000+00:00\", \"2021-08-04 08:12:19.000000+00:00\", \"2019-05-28 01:56:59.000000+00:00\", \"2019-08-14 17:01:12.000000+00:00\", \"2020-04-22 05:31:27.000000+00:00\", \"2023-06-29 11:28:17.000000+00:00\"], \"session_ids\": [\"b042f7a8-8b12-4307-bc5e-02ca45e6fe8b\", \"85bbf87a-f3f2-4627-aae9-71daaa4e2a89\", \"f9c38c77-0b69-42b2-aab6-cff13bb3f937\", \"8f4fb19c-b4bc-4736-acb8-63084c4efb48\", \"bbf012b7-1202-44d3-8ca9-6fe7185e55f9\", \"9275e229-d172-4b79-b2b1-65c278435ab4\", \"8ad3366d-7fe1-4b80-9ba5-35e29e7d4de2\", \"78fbde0d-2288-497e-93ec-8e57fbc8fc04\", \"644906b4-4956-4803-bda3-05be1192b9c7\", \"2acf553b-1f69-4e48-8e0e-9d835fbb4fc4\"], \"total_duration\": 2060.0, \"total_sessions\": 10, \"mean_week_duration\": 9.626}, \"66238\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2022-10-12 07:22:43.000000+00:00\", \"2019-11-27 01:12:27.000000+00:00\"], \"session_ids\": [\"ea8b3eeb-de1d-4550-8033-7879cca36b1b\", \"d48f2472-9316-4e79-a449-6fb38c6904e5\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.38}, \"76450\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2022-05-27 19:27:51.000000+00:00\", \"2021-12-13 23:36:44.000000+00:00\", \"2020-10-20 16:50:04.000000+00:00\", \"2020-06-23 00:31:57.000000+00:00\"], \"session_ids\": [\"c8424657-c989-4e83-8627-88a491fb0c84\", \"fc9e7bed-c957-4bb8-97d2-b4831ef10489\", \"3a644229-1439-4963-94b7-5e8e04763901\", \"d75229c7-229a-428f-9556-77b1a00978b5\"], \"total_duration\": 1278.0, \"total_sessions\": 4, \"mean_week_duration\": 12.653}, \"58363\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-12-31 15:38:13.000000+00:00\", \"2022-07-03 11:36:31.000000+00:00\"], \"session_ids\": [\"7ffdf821-c666-48af-b88c-9d01a2aa0573\", \"7a3c06ad-f24e-4c8a-a144-96ef9ebf2e5f\"], \"total_duration\": 406.0, \"total_sessions\": 2, \"mean_week_duration\": 3.099}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"==\"]]}, \"all_values\": {\"total_sessions\": [[5, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me user whose time spent on the site is strictly greater than 1559 and less than 3142 in addition apply sorting by overall quantity of sessions in ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"63311\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-12-22 00:21:28.000000+00:00\", \"2020-10-09 03:34:33.000000+00:00\"], \"session_ids\": [\"d3db6b3f-d87f-40ef-bd68-e1cce8c321ec\", \"ae435193-c304-48f1-9a8f-9cd16347721f\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.571}, \"51141\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-04-02 06:07:41.000000+00:00\", \"2019-07-15 20:44:58.000000+00:00\"], \"session_ids\": [\"1dccb753-4673-4491-8304-c259ff9dcf50\", \"9c1f02e4-454e-4a65-b353-7404daea115b\"], \"total_duration\": 199.0, \"total_sessions\": 2, \"mean_week_duration\": 1.026}, \"4088\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-02 21:24:37.000000+00:00\", \"2022-11-12 19:22:53.000000+00:00\"], \"session_ids\": [\"62df428f-0a95-4c0d-abaa-ff8c609418c1\", \"6afc89d7-a415-4c78-ba37-7d3d960d8b0a\"], \"total_duration\": 308.0, \"total_sessions\": 2, \"mean_week_duration\": 14.667}, \"25175\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-01-05 13:59:52.000000+00:00\", \"2021-04-06 08:24:39.000000+00:00\"], \"session_ids\": [\"6c78a494-6d4f-4aa7-9dd7-9bac07a3df13\", \"d0fac20d-e437-466a-87d8-69f8bef801ab\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 2.152}, \"59269\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 5}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-09-19 20:36:27.000000+00:00\", \"2022-11-25 03:22:11.000000+00:00\"], \"session_ids\": [\"42c0aa15-4fe8-45c2-93bb-508f9db22cf6\", \"f54edcea-cc18-4b6e-854f-54a82e194058\"], \"total_duration\": 311.0, \"total_sessions\": 2, \"mean_week_duration\": 1.873}, \"89050\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-11-15 18:25:22.000000+00:00\", \"2021-07-22 03:30:35.000000+00:00\"], \"session_ids\": [\"409c87d0-59ec-4bef-a5af-5c317415fb89\", \"03d5582b-4967-4b54-8a41-4db0dfb72b44\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 1.304}, \"56598\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 7}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-11-13 10:25:54.000000+00:00\", \"2019-04-09 09:06:32.000000+00:00\"], \"session_ids\": [\"b91e86cd-e83b-40d4-a161-8aa1a1256478\", \"c8fa2c93-7e83-4c4d-a944-1d5e9b3aa9f6\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 0.434}, \"17709\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-07-18 08:01:47.000000+00:00\", \"2022-02-28 12:14:04.000000+00:00\"], \"session_ids\": [\"efea721b-0b2c-4713-9c9e-44ff37d5fd78\", \"24778f8c-bdd6-410a-9665-c09234898117\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 3.435}, \"73159\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-02-25 21:59:03.000000+00:00\", \"2019-03-01 13:18:47.000000+00:00\", \"2019-06-17 02:27:56.000000+00:00\"], \"session_ids\": [\"c6279e3d-bcf7-4771-9297-4f0dc5de648a\", \"2d5fef6b-a715-4f61-87ee-9642f7bf3a45\", \"dcdac303-01d6-4feb-81c0-ee101ed05f27\"], \"total_duration\": 212.0, \"total_sessions\": 3, \"mean_week_duration\": 1.359}, \"77758\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-06-21 06:00:32.000000+00:00\", \"2021-11-30 13:50:50.000000+00:00\", \"2022-11-08 10:46:41.000000+00:00\"], \"session_ids\": [\"3471f434-b2e9-4db3-975c-38620568e79c\", \"740038a9-a65b-4f97-acd0-73a60236603f\", \"e8f69dc8-b0d4-4c69-8525-684391a86ca0\"], \"total_duration\": 617.0, \"total_sessions\": 3, \"mean_week_duration\": 8.452}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are greater than 1559 and are equal or less than 3142"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[1559, 3142]]}}}\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": "Give me details on 2 users who are inhabitants of city Jakarta and put to use sorting by sum of duration ascendingly."
}
] |
[
{
"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{\"47016\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-02-10 19:14:35.000000+00:00\", \"2020-03-06 18:58:57.000000+00:00\"], \"session_ids\": [\"a5fe7f34-3cf7-4026-9307-dd163def66a0\", \"eb11df81-f2f4-4a2b-87a7-1cb4ef41c458\"], \"total_duration\": 169.0, \"total_sessions\": 2, \"mean_week_duration\": 3.449}, \"91303\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-08-26 19:37:09.000000+00:00\", \"2023-01-12 09:01:13.000000+00:00\", \"2021-06-16 17:14:49.000000+00:00\"], \"session_ids\": [\"6eebac38-18d1-4d3a-a872-600f10ac84e3\", \"4ceadc4e-0c0e-414e-b9f5-7b0b39afb608\", \"bc076ffc-8d44-4e73-ab65-04dd83d4f3a0\"], \"total_duration\": 312.0, \"total_sessions\": 3, \"mean_week_duration\": 3.805}, \"76409\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-02-03 04:06:13.000000+00:00\", \"2021-09-25 02:38:36.000000+00:00\"], \"session_ids\": [\"100d6dad-ae4a-42ce-82d6-6eefb3fca57c\", \"6cb5d0a2-5547-4e92-880b-a628d0699d99\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 0.993}, \"24855\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-03-19 13:51:56.000000+00:00\", \"2020-04-10 13:39:16.000000+00:00\"], \"session_ids\": [\"d515dfa5-44ad-4670-bde1-9f92c91c725c\", \"413d97bb-9df0-4c8a-beeb-22ac8bade0da\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 44.667}, \"91539\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-11 13:43:50.000000+00:00\", \"2020-09-13 17:01:23.000000+00:00\"], \"session_ids\": [\"54827a66-dd0b-4f8a-ade0-a20cccf84282\", \"be0f36c3-8066-41bf-af79-07835d122a70\"], \"total_duration\": 224.0, \"total_sessions\": 2, \"mean_week_duration\": 44.8}, \"37702\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-07-21 20:53:06.000000+00:00\", \"2022-05-03 16:15:33.000000+00:00\", \"2020-08-24 11:56:45.000000+00:00\"], \"session_ids\": [\"9ef1a421-2bcf-4436-8384-7fdd37713421\", \"cf7bd072-0ca0-4e6a-8792-3d96417497a8\", \"4ba29b87-0fc5-4474-b324-3076cdcb959f\"], \"total_duration\": 502.0, \"total_sessions\": 3, \"mean_week_duration\": 5.64}, \"42923\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2019-05-11 09:51:06.000000+00:00\", \"2022-01-01 17:05:05.000000+00:00\"], \"session_ids\": [\"43034efb-8026-4961-b627-120413cefadd\", \"19eaeb60-27f8-4876-976d-c6690ed406be\"], \"total_duration\": 464.0, \"total_sessions\": 2, \"mean_week_duration\": 3.362}, \"91437\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-13 23:38:39.000000+00:00\", \"2022-07-22 17:57:55.000000+00:00\", \"2022-09-17 07:12:04.000000+00:00\", \"2022-04-15 20:20:04.000000+00:00\", \"2021-09-09 13:12:56.000000+00:00\", \"2022-07-13 07:05:21.000000+00:00\"], \"session_ids\": [\"e3d4b8d1-eb84-4703-8cfd-3d0b86cc2a20\", \"f626ac92-08cc-4046-867a-07831af70aa2\", \"6adb4d1c-d70c-4768-a3d0-30b04e1d6791\", \"28ce021c-74e5-49ed-9aa3-6928af38910a\", \"7f33466a-3ea6-477f-89e8-cbe8b9db355a\", \"66c49094-2a46-4122-8230-a74aa3b454a0\"], \"total_duration\": 2423.0, \"total_sessions\": 6, \"mean_week_duration\": 18.496}, \"51115\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-09-07 10:18:27.000000+00:00\", \"2022-11-14 09:53:44.000000+00:00\"], \"session_ids\": [\"fa3ce8a6-1c13-48ad-89b8-ae11f0d7aab8\", \"1338de57-9d01-40e7-a782-1ef4a4249c3f\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.728}, \"33948\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-03-20 01:25:04.000000+00:00\", \"2021-04-27 02:21:47.000000+00:00\", \"2020-05-19 03:14:12.000000+00:00\"], \"session_ids\": [\"128654d5-5735-4cd3-b4de-b38880b9d425\", \"99ea993f-185c-41f9-ac95-4c397dc652a7\", \"50ec9792-6412-4671-b266-10b5ad885ab3\"], \"total_duration\": 103.0, \"total_sessions\": 3, \"mean_week_duration\": 1.776}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is Jakarta"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Jakarta\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show user to me with a average of total time spent in the app per week that is = 3 , implement sorting by count of sessions in asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"20358\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-03-15 05:34:46.000000+00:00\", \"2021-07-14 02:50:54.000000+00:00\", \"2021-05-15 21:16:08.000000+00:00\", \"2022-03-08 22:51:22.000000+00:00\"], \"session_ids\": [\"82b86807-9e62-4d12-9970-94d00e1139ea\", \"a0cb13d4-669f-412f-8710-33424274e190\", \"61c78aba-d194-45b2-9e1d-79fc58ea4e7f\", \"d924b592-3b41-4179-9b19-4d8f490db149\"], \"total_duration\": 914.0, \"total_sessions\": 4, \"mean_week_duration\": 17.577}, \"86633\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-10-14 22:55:24.000000+00:00\", \"2021-06-12 06:14:53.000000+00:00\", \"2022-06-28 11:44:43.000000+00:00\", \"2020-10-06 07:01:54.000000+00:00\"], \"session_ids\": [\"fe59a0b3-fd35-47ef-b84e-6a972f225d43\", \"4b66eccb-01ff-4961-b2c6-320f73de9230\", \"5ed00d7e-5cc0-4ed8-833a-19ad47fbda78\", \"62935de0-fc15-44bb-8eae-328ab76df421\"], \"total_duration\": 539.0, \"total_sessions\": 4, \"mean_week_duration\": 3.823}, \"92087\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-02-26 23:15:32.000000+00:00\", \"2019-10-13 10:43:02.000000+00:00\", \"2020-10-04 06:39:01.000000+00:00\", \"2019-04-27 15:18:06.000000+00:00\", \"2021-08-24 07:16:09.000000+00:00\", \"2022-10-08 07:49:58.000000+00:00\", \"2021-08-18 21:35:29.000000+00:00\"], \"session_ids\": [\"2fd2e539-e96e-4ff0-ac6d-c987b8e8e318\", \"9e099a19-4d7f-4155-8502-7f18d893477e\", \"edb32a0c-753c-47ed-bc12-b5ee96400f1b\", \"0f3a342f-6835-45ac-8d36-11e32be85d26\", \"c2664ba4-6781-4543-b631-3443f7531f2c\", \"3452938e-16d9-4987-ac07-838834f13016\", \"937df9c3-ba8f-4676-8d09-5189baaab90a\"], \"total_duration\": 5233.0, \"total_sessions\": 7, \"mean_week_duration\": 29.072}, \"50279\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-06-21 04:20:26.000000+00:00\", \"2019-02-19 06:49:29.000000+00:00\", \"2020-03-28 03:57:31.000000+00:00\", \"2022-06-26 14:37:31.000000+00:00\"], \"session_ids\": [\"5d8a8cbd-a109-4dd4-a108-df95750f07f7\", \"316bad39-25cf-46d9-ba92-7a3454619f4e\", \"4a27d7a0-c87b-4666-9dc4-9d7e4ed20e25\", \"9dc16eb5-eaeb-4896-96cb-a7b28098f046\"], \"total_duration\": 1181.0, \"total_sessions\": 4, \"mean_week_duration\": 6.749}, \"8172\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-08-15 20:24:12.000000+00:00\", \"2021-11-16 18:55:26.000000+00:00\"], \"session_ids\": [\"d3ff44f3-a37b-4a7f-8f8a-dd228c53947d\", \"806e1e74-578e-4841-9935-11b80ac5889e\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.436}, \"24104\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 9, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-11-01 20:55:34.000000+00:00\", \"2019-06-10 20:31:44.000000+00:00\"], \"session_ids\": [\"e26d742b-6e7e-42ed-8d6c-30acf98b30be\", \"20909182-dc9e-4935-8ce3-a5560f3859d4\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 4.143}, \"26917\": {\"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\": \"Kingston\", \"datetimes\": [\"2023-03-27 13:15:33.000000+00:00\", \"2023-02-26 09:08:37.000000+00:00\"], \"session_ids\": [\"c43290e1-6ca9-4134-bdd6-bb05fb0277b6\", \"db29b5f0-4278-4562-8a5a-ada4dff71333\"], \"total_duration\": 275.0, \"total_sessions\": 2, \"mean_week_duration\": 55.0}, \"49044\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-09-11 18:25:23.000000+00:00\", \"2019-05-07 09:28:02.000000+00:00\", \"2019-01-19 05:25:49.000000+00:00\", \"2021-06-06 18:56:04.000000+00:00\", \"2020-04-26 17:12:23.000000+00:00\", \"2023-04-30 09:44:22.000000+00:00\", \"2021-02-03 05:45:12.000000+00:00\"], \"session_ids\": [\"47accf2e-9bf0-4cf4-9573-6ae60b15a0dd\", \"b5b26cd2-5fc1-40b7-9600-ed0e7eda3bc2\", \"bfbc9538-abf5-4714-80f9-58ff902abad1\", \"7a60406c-4f2f-40f4-8ee7-635712bab896\", \"9c56089c-a8e5-40a6-aca9-99d38415d481\", \"6ad9a1a2-eb35-49b7-a10d-e4d00f876fde\", \"fb674396-8c35-4187-9e30-837de2911877\"], \"total_duration\": 4096.0, \"total_sessions\": 7, \"mean_week_duration\": 18.286}, \"10376\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-03-18 11:04:16.000000+00:00\", \"2019-07-10 09:19:53.000000+00:00\", \"2019-03-04 02:26:43.000000+00:00\"], \"session_ids\": [\"ab3b3221-97d0-4944-a934-8656d6cd6489\", \"2568cd39-0bfd-4aef-8f7a-8cbd82217569\", \"bfe444b3-fbfb-450e-b913-b83d2ef404a0\"], \"total_duration\": 830.0, \"total_sessions\": 3, \"mean_week_duration\": 7.757}, \"81670\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-02-19 21:19:47.000000+00:00\", \"2021-07-23 22:08:45.000000+00:00\"], \"session_ids\": [\"deb439fe-9523-4f00-bd4e-7bb053f83882\", \"3bf5e239-1837-409b-9e76-7df30d9c8e93\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 0.693}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are 3"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[3, 50]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me an information about 8 users whose time spent on the site is less than 4396 and strictly greater than 962 additionaly perform sorting by city name ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"22013\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-16 21:11:31.000000+00:00\", \"2019-10-10 04:05:35.000000+00:00\"], \"session_ids\": [\"62b535e9-9804-4cb9-af8e-3aa0c9a57557\", \"ef6894a6-5e20-42c9-bc34-777d22cb7543\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 14.0}, \"55504\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-06-22 18:10:56.000000+00:00\", \"2021-06-18 21:51:22.000000+00:00\", \"2019-09-26 17:20:02.000000+00:00\", \"2019-05-08 12:07:58.000000+00:00\"], \"session_ids\": [\"52715795-aaea-4705-b1f9-fef01f643d3f\", \"3726e83c-eaa2-43b5-9919-9f2424621453\", \"ed6012bc-4606-43f7-bb11-1a9fcd537d87\", \"a6a2ec00-873f-4333-8557-8bebb511b398\"], \"total_duration\": 149.0, \"total_sessions\": 4, \"mean_week_duration\": 0.69}, \"49585\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-06-26 21:57:30.000000+00:00\", \"2020-05-02 00:07:20.000000+00:00\"], \"session_ids\": [\"07c89118-ed5b-4d8b-b9b8-39b9a32cbfd2\", \"d2ed601f-90c9-4fe2-8c30-c30218117709\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.31}, \"53554\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-09-05 07:26:40.000000+00:00\", \"2023-02-15 13:17:57.000000+00:00\", \"2021-07-15 11:19:23.000000+00:00\", \"2022-10-02 12:49:29.000000+00:00\", \"2020-06-28 09:29:43.000000+00:00\", \"2022-05-22 20:14:22.000000+00:00\", \"2022-03-29 01:58:18.000000+00:00\", \"2022-11-04 13:24:31.000000+00:00\", \"2023-05-02 15:34:21.000000+00:00\", \"2022-09-20 01:44:14.000000+00:00\", \"2019-08-06 14:55:20.000000+00:00\"], \"session_ids\": [\"d4e5622f-a946-4d74-acae-918f4081be15\", \"d7ba5ad1-0fb2-496c-b15f-60c9abea095e\", \"ceb7c391-0761-4fba-aed9-e32c651ef5e2\", \"505f9be4-fc5f-4aac-86dc-9ae1e7008034\", \"e0fc8eee-d7c5-4416-b328-1c2093491f9a\", \"15f011da-ea81-47e7-8c88-92af8f03e648\", \"9fd95f8b-fdbb-4be1-869c-f686f7f57178\", \"570f9592-9bc1-42f1-b3c3-f66c4541226a\", \"ecf88f3e-6646-4bbb-8492-e7a31adfd4d2\", \"92e028e7-5001-4577-8b73-17fcfc1d173a\", \"be7f7706-a35a-44b8-828c-278ec8b3298b\"], \"total_duration\": 49573.0, \"total_sessions\": 11, \"mean_week_duration\": 254.221}, \"3508\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-07 21:05:19.000000+00:00\", \"2023-02-10 22:38:33.000000+00:00\"], \"session_ids\": [\"daa116fb-195a-467a-9d05-ccc812833935\", \"1bab12c2-10cc-47ce-bbc9-a276515254d0\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.822}, \"61686\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 7}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-06-09 02:05:05.000000+00:00\", \"2021-01-03 23:08:50.000000+00:00\", \"2019-07-30 09:27:37.000000+00:00\"], \"session_ids\": [\"a73a14b0-4ddc-4e26-8a06-b771ce8cd947\", \"59a2125b-73d6-4823-8815-fe2aea86cbcc\", \"1030a415-2193-4c35-8b81-116cc7d24df1\"], \"total_duration\": 187.0, \"total_sessions\": 3, \"mean_week_duration\": 1.247}, \"25732\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-01-30 17:45:38.000000+00:00\", \"2021-04-06 13:25:09.000000+00:00\"], \"session_ids\": [\"59e971ea-e9b4-4a93-8994-c611b2c8e770\", \"ab38626f-821b-4735-88dd-3315ca1dabe4\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 1.042}, \"44188\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-10-09 18:32:45.000000+00:00\", \"2020-05-07 13:34:08.000000+00:00\"], \"session_ids\": [\"707916e2-8d7a-47ae-a782-299ceffbfd66\", \"542503a3-bc40-4de4-ab09-d1cd37b0f9a5\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 8.2}, \"96773\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-09-20 05:43:44.000000+00:00\", \"2020-03-08 23:51:08.000000+00:00\"], \"session_ids\": [\"45f1893d-fe08-4fac-929c-a828d38d8af4\", \"74e87499-4e63-4059-a787-50c1751dea42\"], \"total_duration\": 328.0, \"total_sessions\": 2, \"mean_week_duration\": 13.12}, \"15133\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-08-28 02:15:43.000000+00:00\", \"2022-10-14 05:34:35.000000+00:00\"], \"session_ids\": [\"213ab048-75da-454f-82fa-fee910a38ad1\", \"6deee77f-65b9-42fc-b8b1-fb93fa1e013a\"], \"total_duration\": 337.0, \"total_sessions\": 2, \"mean_week_duration\": 5.712}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are greater than 962 and are equal or less than 4396"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[962, 4396]]}}}\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": "Share insights on users whose sessions count exceeds 2 while staying below 8 , moreover sort by total sessions descending."
}
] |
[
{
"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{\"58135\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-26 17:20:04.000000+00:00\", \"2021-10-22 07:54:42.000000+00:00\", \"2019-09-18 08:08:36.000000+00:00\"], \"session_ids\": [\"4da4e3dd-c93a-4ccc-9b12-5e87d771cce5\", \"4edb015c-4cd8-433f-95df-b0fd6827a292\", \"9812879f-5ce2-4ea2-b514-3268999ad7e5\"], \"total_duration\": 605.0, \"total_sessions\": 3, \"mean_week_duration\": 3.438}, \"27694\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-01-30 03:59:04.000000+00:00\", \"2020-07-30 16:35:53.000000+00:00\", \"2020-08-22 11:12:22.000000+00:00\", \"2021-04-08 02:15:08.000000+00:00\", \"2019-01-13 01:57:01.000000+00:00\"], \"session_ids\": [\"29f188e8-1608-4bb3-a9e7-d3b527ea6768\", \"1a4f728b-191a-41f1-b864-632b0b335edc\", \"231fb019-f8d9-4834-a1eb-04aa4cb2a357\", \"0636e21f-bd9a-4599-97e2-22807393304b\", \"46e530b3-a072-4ec3-be1b-d9264af8c0cf\"], \"total_duration\": 2779.0, \"total_sessions\": 5, \"mean_week_duration\": 23.752}, \"9742\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-03-07 23:02:31.000000+00:00\", \"2021-10-31 09:28:25.000000+00:00\"], \"session_ids\": [\"fccb343c-264c-4a14-92b5-43ade6329be0\", \"34e5a9b1-2b3f-4e02-88f9-f8762d4e4d0b\"], \"total_duration\": 197.0, \"total_sessions\": 2, \"mean_week_duration\": 10.368}, \"90810\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-07 18:05:17.000000+00:00\", \"2019-10-01 16:09:15.000000+00:00\"], \"session_ids\": [\"3fb31ac6-ee31-4e9d-a95a-29a5bc39b970\", \"06b6b323-5abe-41bc-8204-270593c7478f\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 1.905}, \"16714\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-09-10 20:41:15.000000+00:00\", \"2019-06-17 13:53:52.000000+00:00\"], \"session_ids\": [\"dd8bb0cc-b6e1-4b1d-a595-69416b747f70\", \"b5be2656-0ee3-4884-b384-3d4d22ed3539\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 4.769}, \"76752\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-02-03 11:36:31.000000+00:00\", \"2022-05-06 13:08:48.000000+00:00\", \"2020-11-16 21:18:11.000000+00:00\", \"2023-01-26 22:41:02.000000+00:00\", \"2023-01-01 22:19:28.000000+00:00\", \"2020-03-12 04:04:45.000000+00:00\", \"2021-09-28 10:36:11.000000+00:00\", \"2022-06-15 04:42:53.000000+00:00\", \"2022-05-23 16:56:22.000000+00:00\", \"2022-05-20 05:21:27.000000+00:00\"], \"session_ids\": [\"df7af773-d96d-4c19-b853-a29f88d84a64\", \"74c0fc9c-357d-4bde-b5cd-172139e44afb\", \"34ad3c23-8deb-47dc-bf16-2a29c8865d2c\", \"65cae77c-b982-44b1-81cd-dcde11f40f88\", \"fe03a69a-4cc3-414b-8106-429762d0a8fa\", \"500e3960-ad25-404b-8552-d9ffc6f09a7f\", \"9511c9f5-f0bd-4fe1-8b32-d19769ac12d2\", \"64b5e656-cb3b-458d-8c8a-0ed330102e8b\", \"ae176477-c778-4f17-a537-3e52ddc3a076\", \"e8ec7d63-aa45-4dd7-b67f-7ff8c3277146\"], \"total_duration\": 1394.0, \"total_sessions\": 10, \"mean_week_duration\": 9.293}, \"93651\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-02-17 15:59:56.000000+00:00\", \"2019-05-06 12:13:58.000000+00:00\", \"2020-06-09 21:53:48.000000+00:00\"], \"session_ids\": [\"f8a782e2-3407-4391-9c7d-6d3553be1779\", \"86675a27-f99a-4d3b-823d-425bb64dd390\", \"03197804-7812-41ff-8e40-0185957aad9c\"], \"total_duration\": 446.0, \"total_sessions\": 3, \"mean_week_duration\": 4.745}, \"93115\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-05-27 00:34:53.000000+00:00\", \"2021-02-25 17:10:33.000000+00:00\", \"2021-07-29 19:58:32.000000+00:00\", \"2023-06-28 18:16:26.000000+00:00\"], \"session_ids\": [\"09a4eeb7-748a-41a1-b90f-14ace471ba58\", \"643d2a24-9900-4ec5-9a08-55db39810493\", \"2b74cc69-bdce-4189-ae17-fe0fbf8ccfb1\", \"3aec262e-d915-4504-8b0c-349b5b1dfbb4\"], \"total_duration\": 51.0, \"total_sessions\": 4, \"mean_week_duration\": 0.317}, \"76123\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-11-05 21:20:47.000000+00:00\", \"2020-12-27 14:23:25.000000+00:00\"], \"session_ids\": [\"4d38c987-f69a-4de0-8d50-a4bb4d384c5c\", \"9651afcd-a370-4af1-bd63-e1bc1d3aef47\"], \"total_duration\": 94.0, \"total_sessions\": 2, \"mean_week_duration\": 1.567}, \"25225\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-03-06 23:58:38.000000+00:00\", \"2023-04-02 14:58:57.000000+00:00\"], \"session_ids\": [\"faf4a824-447d-4689-a534-21fb4fd337f8\", \"bb832cad-c969-4dc5-91b3-1bfdcf0a918d\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.211}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or greater than 2 and are equal or less than 8"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[2, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"58135\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-26 17:20:04.000000+00:00\", \"2021-10-22 07:54:42.000000+00:00\", \"2019-09-18 08:08:36.000000+00:00\"], \"session_ids\": [\"4da4e3dd-c93a-4ccc-9b12-5e87d771cce5\", \"4edb015c-4cd8-433f-95df-b0fd6827a292\", \"9812879f-5ce2-4ea2-b514-3268999ad7e5\"], \"total_duration\": 605.0, \"total_sessions\": 3, \"mean_week_duration\": 3.438}, \"27694\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-01-30 03:59:04.000000+00:00\", \"2020-07-30 16:35:53.000000+00:00\", \"2020-08-22 11:12:22.000000+00:00\", \"2021-04-08 02:15:08.000000+00:00\", \"2019-01-13 01:57:01.000000+00:00\"], \"session_ids\": [\"29f188e8-1608-4bb3-a9e7-d3b527ea6768\", \"1a4f728b-191a-41f1-b864-632b0b335edc\", \"231fb019-f8d9-4834-a1eb-04aa4cb2a357\", \"0636e21f-bd9a-4599-97e2-22807393304b\", \"46e530b3-a072-4ec3-be1b-d9264af8c0cf\"], \"total_duration\": 2779.0, \"total_sessions\": 5, \"mean_week_duration\": 23.752}, \"9742\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-03-07 23:02:31.000000+00:00\", \"2021-10-31 09:28:25.000000+00:00\"], \"session_ids\": [\"fccb343c-264c-4a14-92b5-43ade6329be0\", \"34e5a9b1-2b3f-4e02-88f9-f8762d4e4d0b\"], \"total_duration\": 197.0, \"total_sessions\": 2, \"mean_week_duration\": 10.368}, \"90810\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-07 18:05:17.000000+00:00\", \"2019-10-01 16:09:15.000000+00:00\"], \"session_ids\": [\"3fb31ac6-ee31-4e9d-a95a-29a5bc39b970\", \"06b6b323-5abe-41bc-8204-270593c7478f\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 1.905}, \"16714\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-09-10 20:41:15.000000+00:00\", \"2019-06-17 13:53:52.000000+00:00\"], \"session_ids\": [\"dd8bb0cc-b6e1-4b1d-a595-69416b747f70\", \"b5be2656-0ee3-4884-b384-3d4d22ed3539\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 4.769}, \"93651\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-02-17 15:59:56.000000+00:00\", \"2019-05-06 12:13:58.000000+00:00\", \"2020-06-09 21:53:48.000000+00:00\"], \"session_ids\": [\"f8a782e2-3407-4391-9c7d-6d3553be1779\", \"86675a27-f99a-4d3b-823d-425bb64dd390\", \"03197804-7812-41ff-8e40-0185957aad9c\"], \"total_duration\": 446.0, \"total_sessions\": 3, \"mean_week_duration\": 4.745}, \"93115\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-05-27 00:34:53.000000+00:00\", \"2021-02-25 17:10:33.000000+00:00\", \"2021-07-29 19:58:32.000000+00:00\", \"2023-06-28 18:16:26.000000+00:00\"], \"session_ids\": [\"09a4eeb7-748a-41a1-b90f-14ace471ba58\", \"643d2a24-9900-4ec5-9a08-55db39810493\", \"2b74cc69-bdce-4189-ae17-fe0fbf8ccfb1\", \"3aec262e-d915-4504-8b0c-349b5b1dfbb4\"], \"total_duration\": 51.0, \"total_sessions\": 4, \"mean_week_duration\": 0.317}, \"76123\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-11-05 21:20:47.000000+00:00\", \"2020-12-27 14:23:25.000000+00:00\"], \"session_ids\": [\"4d38c987-f69a-4de0-8d50-a4bb4d384c5c\", \"9651afcd-a370-4af1-bd63-e1bc1d3aef47\"], \"total_duration\": 94.0, \"total_sessions\": 2, \"mean_week_duration\": 1.567}, \"25225\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-03-06 23:58:38.000000+00:00\", \"2023-04-02 14:58:57.000000+00:00\"], \"session_ids\": [\"faf4a824-447d-4689-a534-21fb4fd337f8\", \"bb832cad-c969-4dc5-91b3-1bfdcf0a918d\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.211}}\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[{\"27694\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-01-30 03:59:04.000000+00:00\", \"2020-07-30 16:35:53.000000+00:00\", \"2020-08-22 11:12:22.000000+00:00\", \"2021-04-08 02:15:08.000000+00:00\", \"2019-01-13 01:57:01.000000+00:00\"], \"session_ids\": [\"29f188e8-1608-4bb3-a9e7-d3b527ea6768\", \"1a4f728b-191a-41f1-b864-632b0b335edc\", \"231fb019-f8d9-4834-a1eb-04aa4cb2a357\", \"0636e21f-bd9a-4599-97e2-22807393304b\", \"46e530b3-a072-4ec3-be1b-d9264af8c0cf\"], \"total_duration\": 2779.0, \"total_sessions\": 5, \"mean_week_duration\": 23.752}}, {\"93115\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-05-27 00:34:53.000000+00:00\", \"2021-02-25 17:10:33.000000+00:00\", \"2021-07-29 19:58:32.000000+00:00\", \"2023-06-28 18:16:26.000000+00:00\"], \"session_ids\": [\"09a4eeb7-748a-41a1-b90f-14ace471ba58\", \"643d2a24-9900-4ec5-9a08-55db39810493\", \"2b74cc69-bdce-4189-ae17-fe0fbf8ccfb1\", \"3aec262e-d915-4504-8b0c-349b5b1dfbb4\"], \"total_duration\": 51.0, \"total_sessions\": 4, \"mean_week_duration\": 0.317}}, {\"58135\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-26 17:20:04.000000+00:00\", \"2021-10-22 07:54:42.000000+00:00\", \"2019-09-18 08:08:36.000000+00:00\"], \"session_ids\": [\"4da4e3dd-c93a-4ccc-9b12-5e87d771cce5\", \"4edb015c-4cd8-433f-95df-b0fd6827a292\", \"9812879f-5ce2-4ea2-b514-3268999ad7e5\"], \"total_duration\": 605.0, \"total_sessions\": 3, \"mean_week_duration\": 3.438}}, {\"93651\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-02-17 15:59:56.000000+00:00\", \"2019-05-06 12:13:58.000000+00:00\", \"2020-06-09 21:53:48.000000+00:00\"], \"session_ids\": [\"f8a782e2-3407-4391-9c7d-6d3553be1779\", \"86675a27-f99a-4d3b-823d-425bb64dd390\", \"03197804-7812-41ff-8e40-0185957aad9c\"], \"total_duration\": 446.0, \"total_sessions\": 3, \"mean_week_duration\": 4.745}}, {\"9742\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-03-07 23:02:31.000000+00:00\", \"2021-10-31 09:28:25.000000+00:00\"], \"session_ids\": [\"fccb343c-264c-4a14-92b5-43ade6329be0\", \"34e5a9b1-2b3f-4e02-88f9-f8762d4e4d0b\"], \"total_duration\": 197.0, \"total_sessions\": 2, \"mean_week_duration\": 10.368}}, {\"90810\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-07 18:05:17.000000+00:00\", \"2019-10-01 16:09:15.000000+00:00\"], \"session_ids\": [\"3fb31ac6-ee31-4e9d-a95a-29a5bc39b970\", \"06b6b323-5abe-41bc-8204-270593c7478f\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 1.905}}, {\"16714\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-09-10 20:41:15.000000+00:00\", \"2019-06-17 13:53:52.000000+00:00\"], \"session_ids\": [\"dd8bb0cc-b6e1-4b1d-a595-69416b747f70\", \"b5be2656-0ee3-4884-b384-3d4d22ed3539\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 4.769}}, {\"76123\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-11-05 21:20:47.000000+00:00\", \"2020-12-27 14:23:25.000000+00:00\"], \"session_ids\": [\"4d38c987-f69a-4de0-8d50-a4bb4d384c5c\", \"9651afcd-a370-4af1-bd63-e1bc1d3aef47\"], \"total_duration\": 94.0, \"total_sessions\": 2, \"mean_week_duration\": 1.567}}, {\"25225\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-03-06 23:58:38.000000+00:00\", \"2023-04-02 14:58:57.000000+00:00\"], \"session_ids\": [\"faf4a824-447d-4689-a534-21fb4fd337f8\", \"bb832cad-c969-4dc5-91b3-1bfdcf0a918d\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.211}}]\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[{\"27694\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-01-30 03:59:04.000000+00:00\", \"2020-07-30 16:35:53.000000+00:00\", \"2020-08-22 11:12:22.000000+00:00\", \"2021-04-08 02:15:08.000000+00:00\", \"2019-01-13 01:57:01.000000+00:00\"], \"session_ids\": [\"29f188e8-1608-4bb3-a9e7-d3b527ea6768\", \"1a4f728b-191a-41f1-b864-632b0b335edc\", \"231fb019-f8d9-4834-a1eb-04aa4cb2a357\", \"0636e21f-bd9a-4599-97e2-22807393304b\", \"46e530b3-a072-4ec3-be1b-d9264af8c0cf\"], \"total_duration\": 2779.0, \"total_sessions\": 5, \"mean_week_duration\": 23.752}}, {\"93115\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-05-27 00:34:53.000000+00:00\", \"2021-02-25 17:10:33.000000+00:00\", \"2021-07-29 19:58:32.000000+00:00\", \"2023-06-28 18:16:26.000000+00:00\"], \"session_ids\": [\"09a4eeb7-748a-41a1-b90f-14ace471ba58\", \"643d2a24-9900-4ec5-9a08-55db39810493\", \"2b74cc69-bdce-4189-ae17-fe0fbf8ccfb1\", \"3aec262e-d915-4504-8b0c-349b5b1dfbb4\"], \"total_duration\": 51.0, \"total_sessions\": 4, \"mean_week_duration\": 0.317}}, {\"58135\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-26 17:20:04.000000+00:00\", \"2021-10-22 07:54:42.000000+00:00\", \"2019-09-18 08:08:36.000000+00:00\"], \"session_ids\": [\"4da4e3dd-c93a-4ccc-9b12-5e87d771cce5\", \"4edb015c-4cd8-433f-95df-b0fd6827a292\", \"9812879f-5ce2-4ea2-b514-3268999ad7e5\"], \"total_duration\": 605.0, \"total_sessions\": 3, \"mean_week_duration\": 3.438}}, {\"93651\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-02-17 15:59:56.000000+00:00\", \"2019-05-06 12:13:58.000000+00:00\", \"2020-06-09 21:53:48.000000+00:00\"], \"session_ids\": [\"f8a782e2-3407-4391-9c7d-6d3553be1779\", \"86675a27-f99a-4d3b-823d-425bb64dd390\", \"03197804-7812-41ff-8e40-0185957aad9c\"], \"total_duration\": 446.0, \"total_sessions\": 3, \"mean_week_duration\": 4.745}}, {\"9742\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-03-07 23:02:31.000000+00:00\", \"2021-10-31 09:28:25.000000+00:00\"], \"session_ids\": [\"fccb343c-264c-4a14-92b5-43ade6329be0\", \"34e5a9b1-2b3f-4e02-88f9-f8762d4e4d0b\"], \"total_duration\": 197.0, \"total_sessions\": 2, \"mean_week_duration\": 10.368}}, {\"90810\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-07 18:05:17.000000+00:00\", \"2019-10-01 16:09:15.000000+00:00\"], \"session_ids\": [\"3fb31ac6-ee31-4e9d-a95a-29a5bc39b970\", \"06b6b323-5abe-41bc-8204-270593c7478f\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 1.905}}, {\"16714\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-09-10 20:41:15.000000+00:00\", \"2019-06-17 13:53:52.000000+00:00\"], \"session_ids\": [\"dd8bb0cc-b6e1-4b1d-a595-69416b747f70\", \"b5be2656-0ee3-4884-b384-3d4d22ed3539\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 4.769}}, {\"76123\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-11-05 21:20:47.000000+00:00\", \"2020-12-27 14:23:25.000000+00:00\"], \"session_ids\": [\"4d38c987-f69a-4de0-8d50-a4bb4d384c5c\", \"9651afcd-a370-4af1-bd63-e1bc1d3aef47\"], \"total_duration\": 94.0, \"total_sessions\": 2, \"mean_week_duration\": 1.567}}, {\"25225\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-03-06 23:58:38.000000+00:00\", \"2023-04-02 14:58:57.000000+00:00\"], \"session_ids\": [\"faf4a824-447d-4689-a534-21fb4fd337f8\", \"bb832cad-c969-4dc5-91b3-1bfdcf0a918d\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.211}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I have a curiosity about users with a app usage time that is higher than 1512 and lower than 3359, exclusive both nums , and put to use sorting by overall sessions count 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{\"65155\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-02-04 00:11:28.000000+00:00\", \"2022-12-17 00:19:41.000000+00:00\"], \"session_ids\": [\"7c3dfade-9fdb-4f4c-a7dc-f8d9638c07ed\", \"dd780216-b35b-495c-8b5e-e2cf3968debe\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 0.391}, \"20839\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2019-09-26 04:13:21.000000+00:00\", \"2023-02-08 21:01:55.000000+00:00\", \"2020-03-02 01:15:00.000000+00:00\"], \"session_ids\": [\"99865470-8908-4490-b54b-ed15a63b4f91\", \"e3af1a9d-c99f-4e94-8315-c5a9a3f9cbda\", \"03bb49dc-35d9-4c48-8d28-f58a231241fd\"], \"total_duration\": 211.0, \"total_sessions\": 3, \"mean_week_duration\": 1.199}, \"62750\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-06-14 17:36:28.000000+00:00\", \"2022-07-27 23:05:22.000000+00:00\"], \"session_ids\": [\"efaf9042-bf61-4431-aac3-6f775dae9e12\", \"f9334bfd-ebd6-40bf-8c8d-81a84d34c321\"], \"total_duration\": 136.0, \"total_sessions\": 2, \"mean_week_duration\": 0.834}, \"46263\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-01-17 22:51:50.000000+00:00\", \"2020-12-28 05:48:28.000000+00:00\"], \"session_ids\": [\"c7961a9f-bfeb-4bd2-83b6-608a92938b45\", \"5be99125-2713-4bab-b000-a0563060124c\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}, \"88371\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-01-12 19:29:02.000000+00:00\", \"2023-05-27 20:32:50.000000+00:00\"], \"session_ids\": [\"4ef8429e-2e26-4ce8-8c84-95e21eb5c59a\", \"7159a433-baf0-4654-aa70-160dca60c040\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 6.7}, \"15316\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-02-09 05:10:39.000000+00:00\", \"2022-10-31 00:50:34.000000+00:00\"], \"session_ids\": [\"7833b65d-7dde-4c66-b5d2-9cbbd7356bac\", \"9fa9fc02-443b-4124-8f4d-6300de2c9886\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.737}, \"17785\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-04 13:34:24.000000+00:00\", \"2020-10-31 11:48:00.000000+00:00\", \"2023-06-29 03:56:06.000000+00:00\", \"2020-10-07 10:01:40.000000+00:00\", \"2021-10-27 20:11:53.000000+00:00\", \"2020-07-01 20:06:56.000000+00:00\", \"2022-03-10 20:44:31.000000+00:00\"], \"session_ids\": [\"1b9f5434-f358-4f5d-918e-b93c51f81ac5\", \"1a11ad22-7ec1-4bc6-9b6f-154dab190177\", \"4fa757cf-2246-4eaf-b211-73e2ef4e14a2\", \"7b07bad6-9250-42f5-aa61-59a9bf56c862\", \"8f3ec23f-48e8-4adb-831d-018a05f7d9e0\", \"9a89f059-6aeb-4896-877d-d0447efa75d8\", \"188af323-7e03-479b-94cb-e83ea9c596af\"], \"total_duration\": 2934.0, \"total_sessions\": 7, \"mean_week_duration\": 18.808}, \"64163\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-02-20 14:21:35.000000+00:00\", \"2020-11-14 18:16:02.000000+00:00\"], \"session_ids\": [\"b7f69042-8365-457a-97ca-efabd9f71499\", \"ed06a1d8-5a71-4268-a8a8-ac499e867e4b\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 1.727}, \"2934\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-04-12 08:30:05.000000+00:00\", \"2020-09-04 00:27:44.000000+00:00\", \"2021-09-24 04:36:28.000000+00:00\", \"2020-08-16 10:49:41.000000+00:00\", \"2019-08-22 07:21:00.000000+00:00\", \"2020-05-25 03:07:18.000000+00:00\"], \"session_ids\": [\"0553685e-8a4f-4c0b-b9ce-d45b88920c7c\", \"9074ad09-c98f-4ed1-ab3e-8ff2ac0b47e8\", \"07e2e46f-6e93-47ae-a382-bb8640215751\", \"63d1c3e8-280f-4319-a58a-b09121d32375\", \"85723149-1992-4d9e-8dde-e5fe27fa8320\", \"826fe55a-1cac-49cb-9c9a-340edd1d8229\"], \"total_duration\": 253.0, \"total_sessions\": 6, \"mean_week_duration\": 1.977}, \"56575\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-04-05 19:49:06.000000+00:00\", \"2022-03-08 06:41:00.000000+00:00\", \"2022-11-24 17:02:14.000000+00:00\", \"2021-09-26 15:20:23.000000+00:00\", \"2022-07-04 06:37:35.000000+00:00\", \"2022-09-04 06:56:23.000000+00:00\", \"2022-12-21 01:52:46.000000+00:00\", \"2022-05-25 13:42:06.000000+00:00\", \"2019-10-18 09:22:21.000000+00:00\"], \"session_ids\": [\"8385060d-64ae-49ff-a0ec-9da6fc42f67f\", \"678f04d7-9a4e-477b-8423-923aab49f7e0\", \"0eb3f510-8620-4442-8a99-9d1d99ed1580\", \"06e20302-9122-4534-9369-d5b642b2f8f7\", \"fb9da165-5d4a-4371-8e41-f40e832c70fe\", \"3e59a442-231e-4e1b-b891-3e4de9d76e2d\", \"df288111-7f0a-4d03-b17d-af01e662d67d\", \"7cdc82dc-46ea-4f1e-b7c7-29f9e096ecef\", \"36f23447-e6ce-4094-addb-2fe6ad82c7ee\"], \"total_duration\": 18026.0, \"total_sessions\": 9, \"mean_week_duration\": 108.59}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are greater than 1512 and are less than 3359"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"total_duration\": [[1512, 3359]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"17785\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-04 13:34:24.000000+00:00\", \"2020-10-31 11:48:00.000000+00:00\", \"2023-06-29 03:56:06.000000+00:00\", \"2020-10-07 10:01:40.000000+00:00\", \"2021-10-27 20:11:53.000000+00:00\", \"2020-07-01 20:06:56.000000+00:00\", \"2022-03-10 20:44:31.000000+00:00\"], \"session_ids\": [\"1b9f5434-f358-4f5d-918e-b93c51f81ac5\", \"1a11ad22-7ec1-4bc6-9b6f-154dab190177\", \"4fa757cf-2246-4eaf-b211-73e2ef4e14a2\", \"7b07bad6-9250-42f5-aa61-59a9bf56c862\", \"8f3ec23f-48e8-4adb-831d-018a05f7d9e0\", \"9a89f059-6aeb-4896-877d-d0447efa75d8\", \"188af323-7e03-479b-94cb-e83ea9c596af\"], \"total_duration\": 2934.0, \"total_sessions\": 7, \"mean_week_duration\": 18.808}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"17785\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-04 13:34:24.000000+00:00\", \"2020-10-31 11:48:00.000000+00:00\", \"2023-06-29 03:56:06.000000+00:00\", \"2020-10-07 10:01:40.000000+00:00\", \"2021-10-27 20:11:53.000000+00:00\", \"2020-07-01 20:06:56.000000+00:00\", \"2022-03-10 20:44:31.000000+00:00\"], \"session_ids\": [\"1b9f5434-f358-4f5d-918e-b93c51f81ac5\", \"1a11ad22-7ec1-4bc6-9b6f-154dab190177\", \"4fa757cf-2246-4eaf-b211-73e2ef4e14a2\", \"7b07bad6-9250-42f5-aa61-59a9bf56c862\", \"8f3ec23f-48e8-4adb-831d-018a05f7d9e0\", \"9a89f059-6aeb-4896-877d-d0447efa75d8\", \"188af323-7e03-479b-94cb-e83ea9c596af\"], \"total_duration\": 2934.0, \"total_sessions\": 7, \"mean_week_duration\": 18.808}}]\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[{\"17785\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-04 13:34:24.000000+00:00\", \"2020-10-31 11:48:00.000000+00:00\", \"2023-06-29 03:56:06.000000+00:00\", \"2020-10-07 10:01:40.000000+00:00\", \"2021-10-27 20:11:53.000000+00:00\", \"2020-07-01 20:06:56.000000+00:00\", \"2022-03-10 20:44:31.000000+00:00\"], \"session_ids\": [\"1b9f5434-f358-4f5d-918e-b93c51f81ac5\", \"1a11ad22-7ec1-4bc6-9b6f-154dab190177\", \"4fa757cf-2246-4eaf-b211-73e2ef4e14a2\", \"7b07bad6-9250-42f5-aa61-59a9bf56c862\", \"8f3ec23f-48e8-4adb-831d-018a05f7d9e0\", \"9a89f059-6aeb-4896-877d-d0447efa75d8\", \"188af323-7e03-479b-94cb-e83ea9c596af\"], \"total_duration\": 2934.0, \"total_sessions\": 7, \"mean_week_duration\": 18.808}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me user who has overall total sessions strictly bigger than 6 and strictly smaller than 5 as well as put to use sorting by median of duration of sessions per week risingly as well as display only 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"97041\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-05-10 10:42:21.000000+00:00\", \"2021-03-23 02:44:02.000000+00:00\", \"2023-04-04 05:13:30.000000+00:00\", \"2021-01-04 11:14:55.000000+00:00\", \"2019-05-19 02:03:41.000000+00:00\", \"2022-10-14 02:09:55.000000+00:00\", \"2023-04-01 06:16:44.000000+00:00\", \"2019-01-03 16:44:31.000000+00:00\", \"2020-01-11 16:05:26.000000+00:00\", \"2022-08-14 20:42:08.000000+00:00\", \"2022-06-08 11:01:43.000000+00:00\"], \"session_ids\": [\"59583b65-e84f-4c37-863b-12b3d6db0c8a\", \"906e0e37-149f-4282-af06-7bd849a403f3\", \"3db13619-d6b6-436d-a62d-b9a9cd9fff6b\", \"3ade692e-a18e-4d96-91cc-5d104d4e4248\", \"b5a58b3c-91f0-4061-a68e-6cff1e023497\", \"037c73a6-1514-4b46-928e-1894d172c0a9\", \"74f1e701-46dd-4fa9-ac43-7c0c3f941f6d\", \"cca74121-1715-4542-bf3d-d1e49f303b62\", \"3db94e7f-8f7e-4da7-9020-1224d9a9cbe9\", \"5604dc90-df02-43f3-91e9-af8e6d3d789b\", \"f19e990e-0791-4247-9c5f-5284505e2059\"], \"total_duration\": 3654.0, \"total_sessions\": 11, \"mean_week_duration\": 16.097}, \"80204\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-02-24 03:25:50.000000+00:00\", \"2019-01-21 00:02:14.000000+00:00\"], \"session_ids\": [\"681ec39c-388c-4d5e-9089-9f63cfe1d0c4\", \"55391520-c5ae-484b-8614-3400d07a9ccd\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 1.123}, \"93512\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-02-11 16:44:01.000000+00:00\", \"2020-11-19 13:13:19.000000+00:00\"], \"session_ids\": [\"827c342d-d060-4ba5-b8ea-aa49801e14f9\", \"8dc8f3ca-a97e-4f61-b37e-88228772e995\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.128}, \"21397\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-17 18:56:35.000000+00:00\", \"2023-01-27 05:28:25.000000+00:00\", \"2019-05-21 10:42:49.000000+00:00\"], \"session_ids\": [\"aa0da7a4-5c74-4def-9585-06b1442865bc\", \"7d81bd9a-6d15-40a8-9cf6-82fde7edcf81\", \"9deacefc-288e-4f4b-b912-4b4710a5cd46\"], \"total_duration\": 842.0, \"total_sessions\": 3, \"mean_week_duration\": 4.363}, \"27028\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-08-10 04:36:45.000000+00:00\", \"2022-08-01 19:33:40.000000+00:00\"], \"session_ids\": [\"715dcd88-83fe-4546-b6fd-916b2b0405de\", \"2b53076e-ce53-4008-8311-9ab82e2b31c3\"], \"total_duration\": 328.0, \"total_sessions\": 2, \"mean_week_duration\": 2.103}, \"82851\": {\"keyflows\": {\"Sign In Flow\": 10, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-06-08 09:19:05.000000+00:00\", \"2021-05-25 21:54:28.000000+00:00\"], \"session_ids\": [\"a37eccd8-fdd3-46d0-9a45-882875757ba0\", \"7ab6ecf0-c2bf-414f-ae19-71c07beca156\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.447}, \"4185\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-10-15 08:56:00.000000+00:00\", \"2022-01-11 05:42:50.000000+00:00\", \"2019-07-29 10:14:29.000000+00:00\", \"2023-06-03 06:06:59.000000+00:00\"], \"session_ids\": [\"87b61961-cb09-4649-bd7a-ae3e7810e42c\", \"bc65440a-7826-4893-9602-1ae4af4d8560\", \"7eb2e65e-9bc6-4a6b-8773-ece2fe48df88\", \"7a9ec8e7-0183-446e-bdd8-48b0d4cf7ea1\"], \"total_duration\": 372.0, \"total_sessions\": 4, \"mean_week_duration\": 1.851}, \"3521\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-08 18:28:06.000000+00:00\", \"2022-04-22 09:46:15.000000+00:00\", \"2020-08-11 18:18:59.000000+00:00\", \"2019-06-26 14:40:16.000000+00:00\", \"2020-10-21 19:47:53.000000+00:00\", \"2023-05-13 08:46:10.000000+00:00\"], \"session_ids\": [\"78b93515-7b6c-41c1-8d33-06f43177036b\", \"3f100af5-3747-44a1-aba3-efbe529c983b\", \"e4e97ab6-b95c-4772-aa03-c92774ba2dcc\", \"e0cfe6bd-5345-4f86-9923-a2c0fd2a588e\", \"f2415c9d-95a8-41fd-945a-e3e31153d15f\", \"4c5b8f74-a4e3-4c6a-849d-0675eb6654bb\"], \"total_duration\": 148.0, \"total_sessions\": 6, \"mean_week_duration\": 0.729}, \"64293\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-14 14:23:30.000000+00:00\", \"2021-05-21 07:04:10.000000+00:00\"], \"session_ids\": [\"f93d765a-69a5-4d55-a222-745ace66d824\", \"9baf82b9-78ae-44b6-8e15-8cb783bd66ae\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 7.667}, \"85104\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-09-23 11:44:59.000000+00:00\", \"2019-05-24 10:47:38.000000+00:00\", \"2022-02-04 01:07:42.000000+00:00\", \"2020-07-13 04:51:31.000000+00:00\", \"2020-08-25 17:18:30.000000+00:00\", \"2021-11-04 06:19:56.000000+00:00\"], \"session_ids\": [\"bf6b0eb1-0a33-4bb5-9936-2377d80723f6\", \"893af206-aa21-475c-a01f-9749dfc17646\", \"d4eff575-60ff-4e4d-b1a4-59b2b99d4dfc\", \"181f55fe-2aef-461b-a81f-dbb1868d429e\", \"362f23be-1856-4aae-916c-f8d9a912ad61\", \"a19015d0-56f9-4443-b6dd-54cbd39b89ce\"], \"total_duration\": 6596.0, \"total_sessions\": 6, \"mean_week_duration\": 46.78}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are less than 5 and are greater than 6"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">\"]]}, \"all_values\": {\"total_sessions\": [[5, 6]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"80204\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-02-24 03:25:50.000000+00:00\", \"2019-01-21 00:02:14.000000+00:00\"], \"session_ids\": [\"681ec39c-388c-4d5e-9089-9f63cfe1d0c4\", \"55391520-c5ae-484b-8614-3400d07a9ccd\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 1.123}, \"93512\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-02-11 16:44:01.000000+00:00\", \"2020-11-19 13:13:19.000000+00:00\"], \"session_ids\": [\"827c342d-d060-4ba5-b8ea-aa49801e14f9\", \"8dc8f3ca-a97e-4f61-b37e-88228772e995\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.128}, \"21397\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-17 18:56:35.000000+00:00\", \"2023-01-27 05:28:25.000000+00:00\", \"2019-05-21 10:42:49.000000+00:00\"], \"session_ids\": [\"aa0da7a4-5c74-4def-9585-06b1442865bc\", \"7d81bd9a-6d15-40a8-9cf6-82fde7edcf81\", \"9deacefc-288e-4f4b-b912-4b4710a5cd46\"], \"total_duration\": 842.0, \"total_sessions\": 3, \"mean_week_duration\": 4.363}, \"27028\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-08-10 04:36:45.000000+00:00\", \"2022-08-01 19:33:40.000000+00:00\"], \"session_ids\": [\"715dcd88-83fe-4546-b6fd-916b2b0405de\", \"2b53076e-ce53-4008-8311-9ab82e2b31c3\"], \"total_duration\": 328.0, \"total_sessions\": 2, \"mean_week_duration\": 2.103}, \"82851\": {\"keyflows\": {\"Sign In Flow\": 10, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-06-08 09:19:05.000000+00:00\", \"2021-05-25 21:54:28.000000+00:00\"], \"session_ids\": [\"a37eccd8-fdd3-46d0-9a45-882875757ba0\", \"7ab6ecf0-c2bf-414f-ae19-71c07beca156\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.447}, \"4185\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-10-15 08:56:00.000000+00:00\", \"2022-01-11 05:42:50.000000+00:00\", \"2019-07-29 10:14:29.000000+00:00\", \"2023-06-03 06:06:59.000000+00:00\"], \"session_ids\": [\"87b61961-cb09-4649-bd7a-ae3e7810e42c\", \"bc65440a-7826-4893-9602-1ae4af4d8560\", \"7eb2e65e-9bc6-4a6b-8773-ece2fe48df88\", \"7a9ec8e7-0183-446e-bdd8-48b0d4cf7ea1\"], \"total_duration\": 372.0, \"total_sessions\": 4, \"mean_week_duration\": 1.851}, \"64293\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-14 14:23:30.000000+00:00\", \"2021-05-21 07:04:10.000000+00:00\"], \"session_ids\": [\"f93d765a-69a5-4d55-a222-745ace66d824\", \"9baf82b9-78ae-44b6-8e15-8cb783bd66ae\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 7.667}, \"97041\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-05-10 10:42:21.000000+00:00\", \"2021-03-23 02:44:02.000000+00:00\", \"2023-04-04 05:13:30.000000+00:00\", \"2021-01-04 11:14:55.000000+00:00\", \"2019-05-19 02:03:41.000000+00:00\", \"2022-10-14 02:09:55.000000+00:00\", \"2023-04-01 06:16:44.000000+00:00\", \"2019-01-03 16:44:31.000000+00:00\", \"2020-01-11 16:05:26.000000+00:00\", \"2022-08-14 20:42:08.000000+00:00\", \"2022-06-08 11:01:43.000000+00:00\"], \"session_ids\": [\"59583b65-e84f-4c37-863b-12b3d6db0c8a\", \"906e0e37-149f-4282-af06-7bd849a403f3\", \"3db13619-d6b6-436d-a62d-b9a9cd9fff6b\", \"3ade692e-a18e-4d96-91cc-5d104d4e4248\", \"b5a58b3c-91f0-4061-a68e-6cff1e023497\", \"037c73a6-1514-4b46-928e-1894d172c0a9\", \"74f1e701-46dd-4fa9-ac43-7c0c3f941f6d\", \"cca74121-1715-4542-bf3d-d1e49f303b62\", \"3db94e7f-8f7e-4da7-9020-1224d9a9cbe9\", \"5604dc90-df02-43f3-91e9-af8e6d3d789b\", \"f19e990e-0791-4247-9c5f-5284505e2059\"], \"total_duration\": 3654.0, \"total_sessions\": 11, \"mean_week_duration\": 16.097}}\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[{\"93512\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-02-11 16:44:01.000000+00:00\", \"2020-11-19 13:13:19.000000+00:00\"], \"session_ids\": [\"827c342d-d060-4ba5-b8ea-aa49801e14f9\", \"8dc8f3ca-a97e-4f61-b37e-88228772e995\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.128}}, {\"82851\": {\"keyflows\": {\"Sign In Flow\": 10, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-06-08 09:19:05.000000+00:00\", \"2021-05-25 21:54:28.000000+00:00\"], \"session_ids\": [\"a37eccd8-fdd3-46d0-9a45-882875757ba0\", \"7ab6ecf0-c2bf-414f-ae19-71c07beca156\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.447}}, {\"80204\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-02-24 03:25:50.000000+00:00\", \"2019-01-21 00:02:14.000000+00:00\"], \"session_ids\": [\"681ec39c-388c-4d5e-9089-9f63cfe1d0c4\", \"55391520-c5ae-484b-8614-3400d07a9ccd\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 1.123}}, {\"4185\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-10-15 08:56:00.000000+00:00\", \"2022-01-11 05:42:50.000000+00:00\", \"2019-07-29 10:14:29.000000+00:00\", \"2023-06-03 06:06:59.000000+00:00\"], \"session_ids\": [\"87b61961-cb09-4649-bd7a-ae3e7810e42c\", \"bc65440a-7826-4893-9602-1ae4af4d8560\", \"7eb2e65e-9bc6-4a6b-8773-ece2fe48df88\", \"7a9ec8e7-0183-446e-bdd8-48b0d4cf7ea1\"], \"total_duration\": 372.0, \"total_sessions\": 4, \"mean_week_duration\": 1.851}}, {\"27028\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-08-10 04:36:45.000000+00:00\", \"2022-08-01 19:33:40.000000+00:00\"], \"session_ids\": [\"715dcd88-83fe-4546-b6fd-916b2b0405de\", \"2b53076e-ce53-4008-8311-9ab82e2b31c3\"], \"total_duration\": 328.0, \"total_sessions\": 2, \"mean_week_duration\": 2.103}}, {\"21397\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-17 18:56:35.000000+00:00\", \"2023-01-27 05:28:25.000000+00:00\", \"2019-05-21 10:42:49.000000+00:00\"], \"session_ids\": [\"aa0da7a4-5c74-4def-9585-06b1442865bc\", \"7d81bd9a-6d15-40a8-9cf6-82fde7edcf81\", \"9deacefc-288e-4f4b-b912-4b4710a5cd46\"], \"total_duration\": 842.0, \"total_sessions\": 3, \"mean_week_duration\": 4.363}}, {\"64293\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-14 14:23:30.000000+00:00\", \"2021-05-21 07:04:10.000000+00:00\"], \"session_ids\": [\"f93d765a-69a5-4d55-a222-745ace66d824\", \"9baf82b9-78ae-44b6-8e15-8cb783bd66ae\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 7.667}}, {\"97041\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-05-10 10:42:21.000000+00:00\", \"2021-03-23 02:44:02.000000+00:00\", \"2023-04-04 05:13:30.000000+00:00\", \"2021-01-04 11:14:55.000000+00:00\", \"2019-05-19 02:03:41.000000+00:00\", \"2022-10-14 02:09:55.000000+00:00\", \"2023-04-01 06:16:44.000000+00:00\", \"2019-01-03 16:44:31.000000+00:00\", \"2020-01-11 16:05:26.000000+00:00\", \"2022-08-14 20:42:08.000000+00:00\", \"2022-06-08 11:01:43.000000+00:00\"], \"session_ids\": [\"59583b65-e84f-4c37-863b-12b3d6db0c8a\", \"906e0e37-149f-4282-af06-7bd849a403f3\", \"3db13619-d6b6-436d-a62d-b9a9cd9fff6b\", \"3ade692e-a18e-4d96-91cc-5d104d4e4248\", \"b5a58b3c-91f0-4061-a68e-6cff1e023497\", \"037c73a6-1514-4b46-928e-1894d172c0a9\", \"74f1e701-46dd-4fa9-ac43-7c0c3f941f6d\", \"cca74121-1715-4542-bf3d-d1e49f303b62\", \"3db94e7f-8f7e-4da7-9020-1224d9a9cbe9\", \"5604dc90-df02-43f3-91e9-af8e6d3d789b\", \"f19e990e-0791-4247-9c5f-5284505e2059\"], \"total_duration\": 3654.0, \"total_sessions\": 11, \"mean_week_duration\": 16.097}}]\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[{\"93512\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-02-11 16:44:01.000000+00:00\", \"2020-11-19 13:13:19.000000+00:00\"], \"session_ids\": [\"827c342d-d060-4ba5-b8ea-aa49801e14f9\", \"8dc8f3ca-a97e-4f61-b37e-88228772e995\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.128}}, {\"82851\": {\"keyflows\": {\"Sign In Flow\": 10, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-06-08 09:19:05.000000+00:00\", \"2021-05-25 21:54:28.000000+00:00\"], \"session_ids\": [\"a37eccd8-fdd3-46d0-9a45-882875757ba0\", \"7ab6ecf0-c2bf-414f-ae19-71c07beca156\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.447}}, {\"80204\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-02-24 03:25:50.000000+00:00\", \"2019-01-21 00:02:14.000000+00:00\"], \"session_ids\": [\"681ec39c-388c-4d5e-9089-9f63cfe1d0c4\", \"55391520-c5ae-484b-8614-3400d07a9ccd\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 1.123}}, {\"4185\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-10-15 08:56:00.000000+00:00\", \"2022-01-11 05:42:50.000000+00:00\", \"2019-07-29 10:14:29.000000+00:00\", \"2023-06-03 06:06:59.000000+00:00\"], \"session_ids\": [\"87b61961-cb09-4649-bd7a-ae3e7810e42c\", \"bc65440a-7826-4893-9602-1ae4af4d8560\", \"7eb2e65e-9bc6-4a6b-8773-ece2fe48df88\", \"7a9ec8e7-0183-446e-bdd8-48b0d4cf7ea1\"], \"total_duration\": 372.0, \"total_sessions\": 4, \"mean_week_duration\": 1.851}}]\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[{\"93512\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-02-11 16:44:01.000000+00:00\", \"2020-11-19 13:13:19.000000+00:00\"], \"session_ids\": [\"827c342d-d060-4ba5-b8ea-aa49801e14f9\", \"8dc8f3ca-a97e-4f61-b37e-88228772e995\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.128}}, {\"82851\": {\"keyflows\": {\"Sign In Flow\": 10, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-06-08 09:19:05.000000+00:00\", \"2021-05-25 21:54:28.000000+00:00\"], \"session_ids\": [\"a37eccd8-fdd3-46d0-9a45-882875757ba0\", \"7ab6ecf0-c2bf-414f-ae19-71c07beca156\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.447}}, {\"80204\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-02-24 03:25:50.000000+00:00\", \"2019-01-21 00:02:14.000000+00:00\"], \"session_ids\": [\"681ec39c-388c-4d5e-9089-9f63cfe1d0c4\", \"55391520-c5ae-484b-8614-3400d07a9ccd\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 1.123}}, {\"4185\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-10-15 08:56:00.000000+00:00\", \"2022-01-11 05:42:50.000000+00:00\", \"2019-07-29 10:14:29.000000+00:00\", \"2023-06-03 06:06:59.000000+00:00\"], \"session_ids\": [\"87b61961-cb09-4649-bd7a-ae3e7810e42c\", \"bc65440a-7826-4893-9602-1ae4af4d8560\", \"7eb2e65e-9bc6-4a6b-8773-ece2fe48df88\", \"7a9ec8e7-0183-446e-bdd8-48b0d4cf7ea1\"], \"total_duration\": 372.0, \"total_sessions\": 4, \"mean_week_duration\": 1.851}}]\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 offer data on 7 users whose mean of duration of sessions per week exceeds 25 while staying below 45, exclusively 25 in addition put to use sorting by duration of sessions per week form the lowest to the highest."
}
] |
[
{
"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{\"37295\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-12-12 05:36:16.000000+00:00\", \"2021-02-08 12:41:00.000000+00:00\"], \"session_ids\": [\"fef33cd1-8e99-4b8c-8a75-391353e47a16\", \"dc10a967-666e-47db-86ac-77887065e332\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.208}, \"64355\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-06-27 03:26:56.000000+00:00\", \"2022-10-01 00:26:57.000000+00:00\", \"2021-05-20 12:18:32.000000+00:00\", \"2020-12-19 23:45:45.000000+00:00\"], \"session_ids\": [\"ad8da640-607d-4c9c-8292-db20446770c3\", \"5b639a71-2325-464c-a5ea-04e0446102a4\", \"9bc7e34b-27cd-4e3e-b552-eb9212a625f1\", \"bf7bd168-028b-4814-9bb8-46f0249b2436\"], \"total_duration\": 636.0, \"total_sessions\": 4, \"mean_week_duration\": 4.818}, \"48557\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-05-25 06:48:36.000000+00:00\", \"2020-01-16 08:58:26.000000+00:00\", \"2022-11-09 15:08:50.000000+00:00\"], \"session_ids\": [\"d66c1959-ad42-4523-a26b-024d9bb3bfa4\", \"6ce431b5-de8f-452d-abf2-d6fb852c2ca6\", \"56c6e830-1cbc-4d74-9f9d-ae9886f701a4\"], \"total_duration\": 786.0, \"total_sessions\": 3, \"mean_week_duration\": 5.347}, \"83600\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-06-23 16:27:43.000000+00:00\", \"2023-03-24 17:07:43.000000+00:00\", \"2021-11-29 17:52:09.000000+00:00\", \"2020-09-27 06:22:21.000000+00:00\", \"2022-03-27 20:43:57.000000+00:00\", \"2020-02-15 17:56:20.000000+00:00\", \"2019-12-25 10:14:55.000000+00:00\"], \"session_ids\": [\"5d1c8c33-80d9-4c3f-b83a-dfdf7e9f92fd\", \"91c0e752-b2ea-4ea2-8bc5-24da870e878f\", \"eb005e2f-ac77-4eb9-8832-ae88ad842cb4\", \"f6df1711-d345-4929-a327-fd5264fae514\", \"847858ab-eeb7-4d3f-8b6b-5ea2cd64c0f6\", \"421ad0e9-b339-4c5d-8a72-12de01c4b36d\", \"bec6d446-00d5-444e-b5cb-54ffe215bd97\"], \"total_duration\": 5433.0, \"total_sessions\": 7, \"mean_week_duration\": 31.959}, \"71176\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-12-28 12:29:18.000000+00:00\", \"2020-05-07 04:30:17.000000+00:00\", \"2021-11-05 06:16:19.000000+00:00\", \"2020-06-18 02:08:05.000000+00:00\", \"2020-10-13 07:01:17.000000+00:00\", \"2020-06-30 04:39:13.000000+00:00\", \"2023-02-11 03:16:55.000000+00:00\"], \"session_ids\": [\"b6e57db4-aab3-4192-92f5-cd6b1adc3b23\", \"8ad0c28e-39fd-4a2d-8be6-d4ad178ebdcd\", \"4b96242a-87a9-4c16-a504-bcf07e273880\", \"6b70a5fa-9000-45d4-83d1-eb70f781de02\", \"04fe31ad-9089-4fe7-849e-f15a39a91009\", \"698574f8-abf8-4c1a-b6f2-5cc99d9c29d9\", \"217d7810-083f-4d75-8f99-fb3e0a0ca014\"], \"total_duration\": 1491.0, \"total_sessions\": 7, \"mean_week_duration\": 10.283}, \"54166\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-12-31 12:05:38.000000+00:00\", \"2019-03-13 23:34:36.000000+00:00\"], \"session_ids\": [\"3b1cf1bd-c10c-4007-95a8-9d1a5698bc86\", \"c281e14c-79e2-443c-9f09-1aa02e5f3a52\"], \"total_duration\": 93.0, \"total_sessions\": 2, \"mean_week_duration\": 0.989}, \"97054\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-09 08:44:57.000000+00:00\", \"2019-02-26 05:27:45.000000+00:00\"], \"session_ids\": [\"178d060c-aea4-4cdc-b99b-983a71859ff6\", \"ca046101-c297-4993-ae3b-aa64d948a178\"], \"total_duration\": 405.0, \"total_sessions\": 2, \"mean_week_duration\": 5.329}, \"13313\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-01-27 04:21:07.000000+00:00\", \"2020-08-26 16:09:24.000000+00:00\"], \"session_ids\": [\"5f211c9b-94c2-4fc2-bda1-33faf54157f4\", \"6a3a199d-0c44-4edc-a491-7e95f1b62099\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 3.324}, \"10649\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-02-20 04:35:41.000000+00:00\", \"2021-05-19 13:41:09.000000+00:00\"], \"session_ids\": [\"18644636-cdeb-476d-a9a5-f7acf76f2e49\", \"523c6e31-6c1c-4ee3-b0db-dba54e6bbcb7\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 0.957}, \"89498\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-08-07 13:01:21.000000+00:00\", \"2022-07-29 17:19:13.000000+00:00\"], \"session_ids\": [\"aaffc8bf-6c77-417d-96f6-00a544446035\", \"6714247b-193c-42d0-9a44-920a7d650c2e\"], \"total_duration\": 435.0, \"total_sessions\": 2, \"mean_week_duration\": 217.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are greater than 25 and are equal or less than 45"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[25, 45]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"83600\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-06-23 16:27:43.000000+00:00\", \"2023-03-24 17:07:43.000000+00:00\", \"2021-11-29 17:52:09.000000+00:00\", \"2020-09-27 06:22:21.000000+00:00\", \"2022-03-27 20:43:57.000000+00:00\", \"2020-02-15 17:56:20.000000+00:00\", \"2019-12-25 10:14:55.000000+00:00\"], \"session_ids\": [\"5d1c8c33-80d9-4c3f-b83a-dfdf7e9f92fd\", \"91c0e752-b2ea-4ea2-8bc5-24da870e878f\", \"eb005e2f-ac77-4eb9-8832-ae88ad842cb4\", \"f6df1711-d345-4929-a327-fd5264fae514\", \"847858ab-eeb7-4d3f-8b6b-5ea2cd64c0f6\", \"421ad0e9-b339-4c5d-8a72-12de01c4b36d\", \"bec6d446-00d5-444e-b5cb-54ffe215bd97\"], \"total_duration\": 5433.0, \"total_sessions\": 7, \"mean_week_duration\": 31.959}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"83600\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-06-23 16:27:43.000000+00:00\", \"2023-03-24 17:07:43.000000+00:00\", \"2021-11-29 17:52:09.000000+00:00\", \"2020-09-27 06:22:21.000000+00:00\", \"2022-03-27 20:43:57.000000+00:00\", \"2020-02-15 17:56:20.000000+00:00\", \"2019-12-25 10:14:55.000000+00:00\"], \"session_ids\": [\"5d1c8c33-80d9-4c3f-b83a-dfdf7e9f92fd\", \"91c0e752-b2ea-4ea2-8bc5-24da870e878f\", \"eb005e2f-ac77-4eb9-8832-ae88ad842cb4\", \"f6df1711-d345-4929-a327-fd5264fae514\", \"847858ab-eeb7-4d3f-8b6b-5ea2cd64c0f6\", \"421ad0e9-b339-4c5d-8a72-12de01c4b36d\", \"bec6d446-00d5-444e-b5cb-54ffe215bd97\"], \"total_duration\": 5433.0, \"total_sessions\": 7, \"mean_week_duration\": 31.959}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 7 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"83600\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-06-23 16:27:43.000000+00:00\", \"2023-03-24 17:07:43.000000+00:00\", \"2021-11-29 17:52:09.000000+00:00\", \"2020-09-27 06:22:21.000000+00:00\", \"2022-03-27 20:43:57.000000+00:00\", \"2020-02-15 17:56:20.000000+00:00\", \"2019-12-25 10:14:55.000000+00:00\"], \"session_ids\": [\"5d1c8c33-80d9-4c3f-b83a-dfdf7e9f92fd\", \"91c0e752-b2ea-4ea2-8bc5-24da870e878f\", \"eb005e2f-ac77-4eb9-8832-ae88ad842cb4\", \"f6df1711-d345-4929-a327-fd5264fae514\", \"847858ab-eeb7-4d3f-8b6b-5ea2cd64c0f6\", \"421ad0e9-b339-4c5d-8a72-12de01c4b36d\", \"bec6d446-00d5-444e-b5cb-54ffe215bd97\"], \"total_duration\": 5433.0, \"total_sessions\": 7, \"mean_week_duration\": 31.959}}]\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[{\"83600\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-06-23 16:27:43.000000+00:00\", \"2023-03-24 17:07:43.000000+00:00\", \"2021-11-29 17:52:09.000000+00:00\", \"2020-09-27 06:22:21.000000+00:00\", \"2022-03-27 20:43:57.000000+00:00\", \"2020-02-15 17:56:20.000000+00:00\", \"2019-12-25 10:14:55.000000+00:00\"], \"session_ids\": [\"5d1c8c33-80d9-4c3f-b83a-dfdf7e9f92fd\", \"91c0e752-b2ea-4ea2-8bc5-24da870e878f\", \"eb005e2f-ac77-4eb9-8832-ae88ad842cb4\", \"f6df1711-d345-4929-a327-fd5264fae514\", \"847858ab-eeb7-4d3f-8b6b-5ea2cd64c0f6\", \"421ad0e9-b339-4c5d-8a72-12de01c4b36d\", \"bec6d446-00d5-444e-b5cb-54ffe215bd97\"], \"total_duration\": 5433.0, \"total_sessions\": 7, \"mean_week_duration\": 31.959}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display to me 6 users pieces of information who are residing in cities Bridgetown, Oslo, Istanbul, Guatemala City and implement sorting by urban title descendingly."
}
] |
[
{
"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{\"85681\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-02-15 21:31:49.000000+00:00\", \"2020-11-18 21:13:35.000000+00:00\"], \"session_ids\": [\"383af745-fbc4-4d8c-887b-6d9d5b7f5687\", \"ffd27800-89e6-4cd6-90f7-00de200f25b2\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.6}, \"80342\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-03-16 01:04:47.000000+00:00\", \"2020-09-01 08:07:25.000000+00:00\"], \"session_ids\": [\"9b4d7333-0390-491f-8741-cbaf16649730\", \"14cc1978-84fe-47cb-9c59-5e27993f7e61\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.4}, \"98569\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-10-01 06:20:00.000000+00:00\", \"2021-07-17 19:39:40.000000+00:00\", \"2021-04-25 10:23:24.000000+00:00\"], \"session_ids\": [\"f0c98975-a884-47ea-9d77-04d83a8a50b9\", \"ccee3d82-1011-479b-9c45-1f44297593ee\", \"fa37ed89-0d9c-4434-a484-dd1cb3999eeb\"], \"total_duration\": 386.0, \"total_sessions\": 3, \"mean_week_duration\": 16.783}, \"31546\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-02-04 17:12:35.000000+00:00\", \"2022-05-07 11:27:21.000000+00:00\"], \"session_ids\": [\"1a18fec5-1741-40fd-92eb-bbbee33a1c14\", \"ef06f450-2eb3-4cff-84a1-56dd50cf0ab3\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 2.641}, \"68659\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-09-19 14:28:35.000000+00:00\", \"2019-03-28 21:03:32.000000+00:00\", \"2022-07-19 07:38:16.000000+00:00\"], \"session_ids\": [\"bc0e4f91-b403-455f-be6c-37c52edd4977\", \"c2e3606f-9215-49a7-a9fe-a803912d85e9\", \"8fc75286-15a7-44f4-8590-5a09dd376f3b\"], \"total_duration\": 265.0, \"total_sessions\": 3, \"mean_week_duration\": 1.532}, \"59600\": {\"keyflows\": {\"Sign In Flow\": 11, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2019-06-18 05:10:55.000000+00:00\", \"2022-09-19 21:32:14.000000+00:00\"], \"session_ids\": [\"3cfac326-8d37-435a-8918-8cc1d6dfe387\", \"15c6f802-e52f-4e7f-aa91-8b43be5948fd\"], \"total_duration\": 302.0, \"total_sessions\": 2, \"mean_week_duration\": 1.776}, \"55518\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-04-21 23:55:20.000000+00:00\", \"2023-01-11 12:59:58.000000+00:00\"], \"session_ids\": [\"64697c74-74d3-42ae-88a3-2b3b94c2af9d\", \"41d45390-689b-4909-92a7-1d238adc698a\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 1.164}, \"8196\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-05-25 20:44:57.000000+00:00\", \"2023-06-15 16:37:18.000000+00:00\"], \"session_ids\": [\"29a614b4-9e70-48b4-b32e-576b7c92dc8e\", \"87f41fad-1cf7-4fe5-b2f7-138713bb1323\"], \"total_duration\": 328.0, \"total_sessions\": 2, \"mean_week_duration\": 109.333}, \"4472\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-02-05 16:31:37.000000+00:00\", \"2022-04-15 05:49:26.000000+00:00\"], \"session_ids\": [\"6c854ce2-30e8-43bb-8fe6-51b38f9d60d9\", \"15faeac6-2b35-452f-b527-911754f3020a\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 2.79}, \"35513\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-14 10:05:17.000000+00:00\", \"2020-04-22 15:18:57.000000+00:00\"], \"session_ids\": [\"ec16561a-db5c-4f04-adce-5986cae15b82\", \"a12e9912-ace3-4a10-9618-e1937f792e6c\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 2.703}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Bridgetown, Oslo, Istanbul, Guatemala City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Bridgetown\", \"Oslo\", \"Istanbul\", \"Guatemala City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show 6 users to me with a total duration amount that is above 1537 and below 3056, exclusive 3056 and in addition carry out sorting by duration summation of sessions per week in asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"6921\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-27 01:13:50.000000+00:00\", \"2022-11-07 09:12:46.000000+00:00\"], \"session_ids\": [\"db994dbc-2445-4907-9473-fc7e71370c68\", \"c3405fd3-5496-40a4-a4e1-2041666aba84\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 0.75}, \"17951\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Cairo\", \"datetimes\": [\"2022-11-26 15:21:07.000000+00:00\", \"2021-12-20 21:18:23.000000+00:00\", \"2022-04-25 14:33:45.000000+00:00\", \"2022-08-12 13:48:18.000000+00:00\", \"2019-01-29 11:33:44.000000+00:00\"], \"session_ids\": [\"d9ef7043-7cc0-4fdd-bed1-fc66cfc0cc1f\", \"11a9fe21-9694-4e41-a8a8-3bd7d15f37c8\", \"800112b9-9663-477e-88fa-5b923e4c766a\", \"c5748a84-73fc-43d2-ac11-02340eb9bd9e\", \"60d7e830-70cb-4b89-901d-066536eab338\"], \"total_duration\": 696.0, \"total_sessions\": 5, \"mean_week_duration\": 3.48}, \"94663\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-03-15 21:42:26.000000+00:00\", \"2021-04-23 17:13:15.000000+00:00\"], \"session_ids\": [\"63439739-705d-450f-a0bb-64babc5c9d6f\", \"a38a6ae0-8b8c-44ad-a5c1-2f744af3f09a\"], \"total_duration\": 308.0, \"total_sessions\": 2, \"mean_week_duration\": 6.553}, \"73401\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-07-06 04:44:47.000000+00:00\", \"2021-01-14 19:07:27.000000+00:00\", \"2021-02-04 17:37:13.000000+00:00\", \"2020-01-05 23:04:22.000000+00:00\", \"2022-06-20 02:42:18.000000+00:00\"], \"session_ids\": [\"4b45543f-4f3b-42c9-bac7-5d03f41870f8\", \"ec9d8bcf-76c4-4a0d-b8df-15b8a7f4de33\", \"026ddd4b-bc1a-4b12-9b76-10674881420b\", \"b8bca95b-fee4-4d74-bc9a-24a3b359ea84\", \"de1f0905-c94f-46b6-b2b1-5dde826953db\"], \"total_duration\": 54.0, \"total_sessions\": 5, \"mean_week_duration\": 0.422}, \"45390\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-08-21 22:29:45.000000+00:00\", \"2021-01-04 23:53:14.000000+00:00\"], \"session_ids\": [\"4918d207-2ace-414c-8393-22cc0590b0fc\", \"0157ec49-ac2a-49b0-a4d9-8fa484b8085d\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 1.576}, \"20914\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-12-18 18:01:31.000000+00:00\", \"2020-04-11 04:18:05.000000+00:00\"], \"session_ids\": [\"ac294884-0c53-4edc-b9b9-6ac5c2601e63\", \"acd021f3-15cf-4eed-b31f-85e5f1251bc3\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.944}, \"82671\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-07-06 13:44:33.000000+00:00\", \"2021-03-21 10:08:44.000000+00:00\", \"2021-02-16 07:48:38.000000+00:00\", \"2021-10-01 00:13:13.000000+00:00\", \"2022-07-14 09:57:32.000000+00:00\", \"2020-04-05 15:52:19.000000+00:00\"], \"session_ids\": [\"fd6921a5-481b-45ad-9cdb-52c021185fb7\", \"dbb1dd5c-81d8-455c-a7ba-cd7bcf8e04a7\", \"60e6a6c8-3b89-467a-bad9-8a99b609cdca\", \"0424501f-a07c-4038-9ea1-53265b7b2bd6\", \"25f0078d-34a1-4ee5-9387-dbc05b8f30e9\", \"f747db3d-4ec8-4f94-b0ea-ca8c4fd7290c\"], \"total_duration\": 6132.0, \"total_sessions\": 6, \"mean_week_duration\": 51.529}, \"5050\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-05-14 11:12:49.000000+00:00\", \"2023-04-12 03:16:43.000000+00:00\", \"2021-04-01 20:04:54.000000+00:00\"], \"session_ids\": [\"829c5766-fdcc-4f3d-8b2f-2014653271af\", \"a4f2dc82-d5ec-42ff-8a95-4ab68ce6b388\", \"eb419d4b-ede0-4735-965f-1dea0a557778\"], \"total_duration\": 1005.0, \"total_sessions\": 3, \"mean_week_duration\": 9.054}, \"57283\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-05-17 09:12:19.000000+00:00\", \"2023-03-04 03:37:54.000000+00:00\"], \"session_ids\": [\"126ad78e-77ce-49d7-a9b6-b2c4a980dda3\", \"12d1b572-0167-47a7-a57d-fa857a1bc4e6\"], \"total_duration\": 486.0, \"total_sessions\": 2, \"mean_week_duration\": 44.182}, \"63084\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-08-30 02:07:16.000000+00:00\", \"2020-10-03 02:29:24.000000+00:00\", \"2023-04-21 16:39:12.000000+00:00\", \"2020-11-20 12:08:34.000000+00:00\", \"2022-10-06 12:33:21.000000+00:00\"], \"session_ids\": [\"759caa03-bf5d-4dcb-bc9a-5057be18d910\", \"afd84767-2eab-447c-95e0-6f0acb81d8aa\", \"86d008de-971b-4a52-82e2-2572f7831080\", \"befa8833-42d2-4d34-8cdd-a6e956fffea8\", \"a95dc08d-89e9-46b5-8cfd-01629d1f661d\"], \"total_duration\": 3563.0, \"total_sessions\": 5, \"mean_week_duration\": 25.819}}\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 1537 and are less than 3056"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_duration\": [[1537, 3056]]}}}\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": "Can you give me information regarding 8 users who aren't inhabitants of city Seoul and implement sorting by sum of duration of sessions per week decliningly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"44111\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-01-22 20:10:34.000000+00:00\", \"2021-09-27 17:23:31.000000+00:00\", \"2020-02-09 17:27:07.000000+00:00\"], \"session_ids\": [\"660b5902-bde3-4006-9773-6a9c79ea662d\", \"657b1173-4751-4f28-84d5-9e57bbb5043e\", \"4da7fc47-b692-492d-8aad-6262543dfd75\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.352}, \"50140\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2022-08-15 14:23:56.000000+00:00\", \"2020-06-26 13:10:56.000000+00:00\"], \"session_ids\": [\"83ed2754-579a-47bb-9398-d539df104d8e\", \"74868cb1-e0e0-4825-8d89-afbae1722d46\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 0.607}, \"96856\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-04-04 00:15:53.000000+00:00\", \"2021-04-04 12:23:25.000000+00:00\"], \"session_ids\": [\"d796c411-d892-4f09-9fe7-8a625c517450\", \"d1e02417-b745-48b1-8d06-a72a7fa98556\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 1.509}, \"86950\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-10-28 21:03:33.000000+00:00\", \"2022-04-23 17:45:20.000000+00:00\", \"2020-10-18 10:42:17.000000+00:00\", \"2020-03-26 00:30:28.000000+00:00\", \"2021-05-01 06:02:34.000000+00:00\", \"2022-02-28 14:03:31.000000+00:00\", \"2019-03-10 04:32:58.000000+00:00\"], \"session_ids\": [\"72c4bc9f-39e8-4d17-9108-24b378199d8f\", \"71996c40-7267-4236-92c2-7e0c0a0f4dff\", \"4881c1f0-b8e6-4c0b-a9ad-0eb7ee5caff4\", \"759e1f48-7b2d-43a5-80d1-e90061fe9c71\", \"108aec2d-cad6-4774-820f-70c8364b57b6\", \"d4004e3b-7b94-4f69-afb6-3da09b84963d\", \"0b084bc1-5dcb-4567-88e2-b60729ed7fc5\"], \"total_duration\": 1185.0, \"total_sessions\": 7, \"mean_week_duration\": 7.27}, \"12447\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-03-07 00:24:49.000000+00:00\", \"2019-05-07 23:48:09.000000+00:00\"], \"session_ids\": [\"e0833591-59d2-4908-9da3-eb537b9f8ec9\", \"4859b77a-70a2-4404-8ff7-bead9fecfa89\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.29}, \"44806\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-11-08 22:08:02.000000+00:00\", \"2022-02-17 15:23:35.000000+00:00\", \"2022-05-08 19:42:42.000000+00:00\", \"2021-02-03 11:00:22.000000+00:00\", \"2020-02-13 08:49:05.000000+00:00\"], \"session_ids\": [\"539be96e-9db0-4ecc-91a7-3d07823081e3\", \"20d8b45c-9d28-48e7-bf88-dde438845c7f\", \"67f8394f-4587-463b-80d9-665302085cf1\", \"014dd8dd-16a2-403c-82bc-6a5f66e00cd9\", \"b930846d-a762-4604-9cf1-9a4331c6820a\"], \"total_duration\": 1670.0, \"total_sessions\": 5, \"mean_week_duration\": 12.748}, \"59510\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-09 22:19:23.000000+00:00\", \"2022-09-28 01:43:27.000000+00:00\"], \"session_ids\": [\"65d5ab68-f0e4-4500-aafc-fa9e8d7b96ad\", \"fda0e118-e979-4b43-9d25-66f6caa6bb0e\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 1.165}, \"53032\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-09-09 15:09:37.000000+00:00\", \"2020-08-18 09:17:02.000000+00:00\", \"2020-10-31 07:11:58.000000+00:00\"], \"session_ids\": [\"98157ced-5d4e-48ee-a093-eb0678aacdff\", \"8d7c125c-b455-4a33-ba18-e04d75ada3c5\", \"c17a73f5-0955-4111-b968-ae2b0f4aa883\"], \"total_duration\": 517.0, \"total_sessions\": 3, \"mean_week_duration\": 47.0}, \"93008\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-05 09:18:50.000000+00:00\", \"2022-11-23 17:23:24.000000+00:00\", \"2020-09-19 13:38:57.000000+00:00\"], \"session_ids\": [\"6d5a0639-9af6-47c1-99ec-88fc25a13917\", \"94662066-e568-4535-8c5c-62f57f89ae56\", \"f4229f6f-eb02-41e5-94f7-e5ef32fe4f0c\"], \"total_duration\": 279.0, \"total_sessions\": 3, \"mean_week_duration\": 2.447}, \"38235\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-03-17 03:07:57.000000+00:00\", \"2021-03-23 07:24:53.000000+00:00\", \"2020-12-04 14:24:19.000000+00:00\"], \"session_ids\": [\"b61eb2f4-46ca-4efc-b2e0-779aba0368d6\", \"091fcbbf-36fc-43d4-b94b-27bf7fec3dae\", \"1aa71dde-f636-4cee-a15d-5ac029809132\"], \"total_duration\": 66.0, \"total_sessions\": 3, \"mean_week_duration\": 0.623}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is not Seoul"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Seoul\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"44111\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-01-22 20:10:34.000000+00:00\", \"2021-09-27 17:23:31.000000+00:00\", \"2020-02-09 17:27:07.000000+00:00\"], \"session_ids\": [\"660b5902-bde3-4006-9773-6a9c79ea662d\", \"657b1173-4751-4f28-84d5-9e57bbb5043e\", \"4da7fc47-b692-492d-8aad-6262543dfd75\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.352}, \"50140\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2022-08-15 14:23:56.000000+00:00\", \"2020-06-26 13:10:56.000000+00:00\"], \"session_ids\": [\"83ed2754-579a-47bb-9398-d539df104d8e\", \"74868cb1-e0e0-4825-8d89-afbae1722d46\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 0.607}, \"96856\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-04-04 00:15:53.000000+00:00\", \"2021-04-04 12:23:25.000000+00:00\"], \"session_ids\": [\"d796c411-d892-4f09-9fe7-8a625c517450\", \"d1e02417-b745-48b1-8d06-a72a7fa98556\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 1.509}, \"86950\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-10-28 21:03:33.000000+00:00\", \"2022-04-23 17:45:20.000000+00:00\", \"2020-10-18 10:42:17.000000+00:00\", \"2020-03-26 00:30:28.000000+00:00\", \"2021-05-01 06:02:34.000000+00:00\", \"2022-02-28 14:03:31.000000+00:00\", \"2019-03-10 04:32:58.000000+00:00\"], \"session_ids\": [\"72c4bc9f-39e8-4d17-9108-24b378199d8f\", \"71996c40-7267-4236-92c2-7e0c0a0f4dff\", \"4881c1f0-b8e6-4c0b-a9ad-0eb7ee5caff4\", \"759e1f48-7b2d-43a5-80d1-e90061fe9c71\", \"108aec2d-cad6-4774-820f-70c8364b57b6\", \"d4004e3b-7b94-4f69-afb6-3da09b84963d\", \"0b084bc1-5dcb-4567-88e2-b60729ed7fc5\"], \"total_duration\": 1185.0, \"total_sessions\": 7, \"mean_week_duration\": 7.27}, \"12447\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-03-07 00:24:49.000000+00:00\", \"2019-05-07 23:48:09.000000+00:00\"], \"session_ids\": [\"e0833591-59d2-4908-9da3-eb537b9f8ec9\", \"4859b77a-70a2-4404-8ff7-bead9fecfa89\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.29}, \"44806\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-11-08 22:08:02.000000+00:00\", \"2022-02-17 15:23:35.000000+00:00\", \"2022-05-08 19:42:42.000000+00:00\", \"2021-02-03 11:00:22.000000+00:00\", \"2020-02-13 08:49:05.000000+00:00\"], \"session_ids\": [\"539be96e-9db0-4ecc-91a7-3d07823081e3\", \"20d8b45c-9d28-48e7-bf88-dde438845c7f\", \"67f8394f-4587-463b-80d9-665302085cf1\", \"014dd8dd-16a2-403c-82bc-6a5f66e00cd9\", \"b930846d-a762-4604-9cf1-9a4331c6820a\"], \"total_duration\": 1670.0, \"total_sessions\": 5, \"mean_week_duration\": 12.748}, \"59510\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-09 22:19:23.000000+00:00\", \"2022-09-28 01:43:27.000000+00:00\"], \"session_ids\": [\"65d5ab68-f0e4-4500-aafc-fa9e8d7b96ad\", \"fda0e118-e979-4b43-9d25-66f6caa6bb0e\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 1.165}, \"53032\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-09-09 15:09:37.000000+00:00\", \"2020-08-18 09:17:02.000000+00:00\", \"2020-10-31 07:11:58.000000+00:00\"], \"session_ids\": [\"98157ced-5d4e-48ee-a093-eb0678aacdff\", \"8d7c125c-b455-4a33-ba18-e04d75ada3c5\", \"c17a73f5-0955-4111-b968-ae2b0f4aa883\"], \"total_duration\": 517.0, \"total_sessions\": 3, \"mean_week_duration\": 47.0}, \"93008\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-05 09:18:50.000000+00:00\", \"2022-11-23 17:23:24.000000+00:00\", \"2020-09-19 13:38:57.000000+00:00\"], \"session_ids\": [\"6d5a0639-9af6-47c1-99ec-88fc25a13917\", \"94662066-e568-4535-8c5c-62f57f89ae56\", \"f4229f6f-eb02-41e5-94f7-e5ef32fe4f0c\"], \"total_duration\": 279.0, \"total_sessions\": 3, \"mean_week_duration\": 2.447}, \"38235\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-03-17 03:07:57.000000+00:00\", \"2021-03-23 07:24:53.000000+00:00\", \"2020-12-04 14:24:19.000000+00:00\"], \"session_ids\": [\"b61eb2f4-46ca-4efc-b2e0-779aba0368d6\", \"091fcbbf-36fc-43d4-b94b-27bf7fec3dae\", \"1aa71dde-f636-4cee-a15d-5ac029809132\"], \"total_duration\": 66.0, \"total_sessions\": 3, \"mean_week_duration\": 0.623}}\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[{\"53032\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-09-09 15:09:37.000000+00:00\", \"2020-08-18 09:17:02.000000+00:00\", \"2020-10-31 07:11:58.000000+00:00\"], \"session_ids\": [\"98157ced-5d4e-48ee-a093-eb0678aacdff\", \"8d7c125c-b455-4a33-ba18-e04d75ada3c5\", \"c17a73f5-0955-4111-b968-ae2b0f4aa883\"], \"total_duration\": 517.0, \"total_sessions\": 3, \"mean_week_duration\": 47.0}}, {\"44806\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-11-08 22:08:02.000000+00:00\", \"2022-02-17 15:23:35.000000+00:00\", \"2022-05-08 19:42:42.000000+00:00\", \"2021-02-03 11:00:22.000000+00:00\", \"2020-02-13 08:49:05.000000+00:00\"], \"session_ids\": [\"539be96e-9db0-4ecc-91a7-3d07823081e3\", \"20d8b45c-9d28-48e7-bf88-dde438845c7f\", \"67f8394f-4587-463b-80d9-665302085cf1\", \"014dd8dd-16a2-403c-82bc-6a5f66e00cd9\", \"b930846d-a762-4604-9cf1-9a4331c6820a\"], \"total_duration\": 1670.0, \"total_sessions\": 5, \"mean_week_duration\": 12.748}}, {\"86950\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-10-28 21:03:33.000000+00:00\", \"2022-04-23 17:45:20.000000+00:00\", \"2020-10-18 10:42:17.000000+00:00\", \"2020-03-26 00:30:28.000000+00:00\", \"2021-05-01 06:02:34.000000+00:00\", \"2022-02-28 14:03:31.000000+00:00\", \"2019-03-10 04:32:58.000000+00:00\"], \"session_ids\": [\"72c4bc9f-39e8-4d17-9108-24b378199d8f\", \"71996c40-7267-4236-92c2-7e0c0a0f4dff\", \"4881c1f0-b8e6-4c0b-a9ad-0eb7ee5caff4\", \"759e1f48-7b2d-43a5-80d1-e90061fe9c71\", \"108aec2d-cad6-4774-820f-70c8364b57b6\", \"d4004e3b-7b94-4f69-afb6-3da09b84963d\", \"0b084bc1-5dcb-4567-88e2-b60729ed7fc5\"], \"total_duration\": 1185.0, \"total_sessions\": 7, \"mean_week_duration\": 7.27}}, {\"93008\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-05 09:18:50.000000+00:00\", \"2022-11-23 17:23:24.000000+00:00\", \"2020-09-19 13:38:57.000000+00:00\"], \"session_ids\": [\"6d5a0639-9af6-47c1-99ec-88fc25a13917\", \"94662066-e568-4535-8c5c-62f57f89ae56\", \"f4229f6f-eb02-41e5-94f7-e5ef32fe4f0c\"], \"total_duration\": 279.0, \"total_sessions\": 3, \"mean_week_duration\": 2.447}}, {\"96856\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-04-04 00:15:53.000000+00:00\", \"2021-04-04 12:23:25.000000+00:00\"], \"session_ids\": [\"d796c411-d892-4f09-9fe7-8a625c517450\", \"d1e02417-b745-48b1-8d06-a72a7fa98556\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 1.509}}, {\"59510\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-09 22:19:23.000000+00:00\", \"2022-09-28 01:43:27.000000+00:00\"], \"session_ids\": [\"65d5ab68-f0e4-4500-aafc-fa9e8d7b96ad\", \"fda0e118-e979-4b43-9d25-66f6caa6bb0e\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 1.165}}, {\"38235\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-03-17 03:07:57.000000+00:00\", \"2021-03-23 07:24:53.000000+00:00\", \"2020-12-04 14:24:19.000000+00:00\"], \"session_ids\": [\"b61eb2f4-46ca-4efc-b2e0-779aba0368d6\", \"091fcbbf-36fc-43d4-b94b-27bf7fec3dae\", \"1aa71dde-f636-4cee-a15d-5ac029809132\"], \"total_duration\": 66.0, \"total_sessions\": 3, \"mean_week_duration\": 0.623}}, {\"50140\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2022-08-15 14:23:56.000000+00:00\", \"2020-06-26 13:10:56.000000+00:00\"], \"session_ids\": [\"83ed2754-579a-47bb-9398-d539df104d8e\", \"74868cb1-e0e0-4825-8d89-afbae1722d46\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 0.607}}, {\"44111\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-01-22 20:10:34.000000+00:00\", \"2021-09-27 17:23:31.000000+00:00\", \"2020-02-09 17:27:07.000000+00:00\"], \"session_ids\": [\"660b5902-bde3-4006-9773-6a9c79ea662d\", \"657b1173-4751-4f28-84d5-9e57bbb5043e\", \"4da7fc47-b692-492d-8aad-6262543dfd75\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.352}}, {\"12447\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-03-07 00:24:49.000000+00:00\", \"2019-05-07 23:48:09.000000+00:00\"], \"session_ids\": [\"e0833591-59d2-4908-9da3-eb537b9f8ec9\", \"4859b77a-70a2-4404-8ff7-bead9fecfa89\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.29}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 8 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"53032\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-09-09 15:09:37.000000+00:00\", \"2020-08-18 09:17:02.000000+00:00\", \"2020-10-31 07:11:58.000000+00:00\"], \"session_ids\": [\"98157ced-5d4e-48ee-a093-eb0678aacdff\", \"8d7c125c-b455-4a33-ba18-e04d75ada3c5\", \"c17a73f5-0955-4111-b968-ae2b0f4aa883\"], \"total_duration\": 517.0, \"total_sessions\": 3, \"mean_week_duration\": 47.0}}, {\"44806\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-11-08 22:08:02.000000+00:00\", \"2022-02-17 15:23:35.000000+00:00\", \"2022-05-08 19:42:42.000000+00:00\", \"2021-02-03 11:00:22.000000+00:00\", \"2020-02-13 08:49:05.000000+00:00\"], \"session_ids\": [\"539be96e-9db0-4ecc-91a7-3d07823081e3\", \"20d8b45c-9d28-48e7-bf88-dde438845c7f\", \"67f8394f-4587-463b-80d9-665302085cf1\", \"014dd8dd-16a2-403c-82bc-6a5f66e00cd9\", \"b930846d-a762-4604-9cf1-9a4331c6820a\"], \"total_duration\": 1670.0, \"total_sessions\": 5, \"mean_week_duration\": 12.748}}, {\"86950\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-10-28 21:03:33.000000+00:00\", \"2022-04-23 17:45:20.000000+00:00\", \"2020-10-18 10:42:17.000000+00:00\", \"2020-03-26 00:30:28.000000+00:00\", \"2021-05-01 06:02:34.000000+00:00\", \"2022-02-28 14:03:31.000000+00:00\", \"2019-03-10 04:32:58.000000+00:00\"], \"session_ids\": [\"72c4bc9f-39e8-4d17-9108-24b378199d8f\", \"71996c40-7267-4236-92c2-7e0c0a0f4dff\", \"4881c1f0-b8e6-4c0b-a9ad-0eb7ee5caff4\", \"759e1f48-7b2d-43a5-80d1-e90061fe9c71\", \"108aec2d-cad6-4774-820f-70c8364b57b6\", \"d4004e3b-7b94-4f69-afb6-3da09b84963d\", \"0b084bc1-5dcb-4567-88e2-b60729ed7fc5\"], \"total_duration\": 1185.0, \"total_sessions\": 7, \"mean_week_duration\": 7.27}}, {\"93008\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-05 09:18:50.000000+00:00\", \"2022-11-23 17:23:24.000000+00:00\", \"2020-09-19 13:38:57.000000+00:00\"], \"session_ids\": [\"6d5a0639-9af6-47c1-99ec-88fc25a13917\", \"94662066-e568-4535-8c5c-62f57f89ae56\", \"f4229f6f-eb02-41e5-94f7-e5ef32fe4f0c\"], \"total_duration\": 279.0, \"total_sessions\": 3, \"mean_week_duration\": 2.447}}, {\"96856\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-04-04 00:15:53.000000+00:00\", \"2021-04-04 12:23:25.000000+00:00\"], \"session_ids\": [\"d796c411-d892-4f09-9fe7-8a625c517450\", \"d1e02417-b745-48b1-8d06-a72a7fa98556\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 1.509}}, {\"59510\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-09 22:19:23.000000+00:00\", \"2022-09-28 01:43:27.000000+00:00\"], \"session_ids\": [\"65d5ab68-f0e4-4500-aafc-fa9e8d7b96ad\", \"fda0e118-e979-4b43-9d25-66f6caa6bb0e\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 1.165}}, {\"38235\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-03-17 03:07:57.000000+00:00\", \"2021-03-23 07:24:53.000000+00:00\", \"2020-12-04 14:24:19.000000+00:00\"], \"session_ids\": [\"b61eb2f4-46ca-4efc-b2e0-779aba0368d6\", \"091fcbbf-36fc-43d4-b94b-27bf7fec3dae\", \"1aa71dde-f636-4cee-a15d-5ac029809132\"], \"total_duration\": 66.0, \"total_sessions\": 3, \"mean_week_duration\": 0.623}}, {\"50140\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2022-08-15 14:23:56.000000+00:00\", \"2020-06-26 13:10:56.000000+00:00\"], \"session_ids\": [\"83ed2754-579a-47bb-9398-d539df104d8e\", \"74868cb1-e0e0-4825-8d89-afbae1722d46\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 0.607}}]\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[{\"53032\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-09-09 15:09:37.000000+00:00\", \"2020-08-18 09:17:02.000000+00:00\", \"2020-10-31 07:11:58.000000+00:00\"], \"session_ids\": [\"98157ced-5d4e-48ee-a093-eb0678aacdff\", \"8d7c125c-b455-4a33-ba18-e04d75ada3c5\", \"c17a73f5-0955-4111-b968-ae2b0f4aa883\"], \"total_duration\": 517.0, \"total_sessions\": 3, \"mean_week_duration\": 47.0}}, {\"44806\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-11-08 22:08:02.000000+00:00\", \"2022-02-17 15:23:35.000000+00:00\", \"2022-05-08 19:42:42.000000+00:00\", \"2021-02-03 11:00:22.000000+00:00\", \"2020-02-13 08:49:05.000000+00:00\"], \"session_ids\": [\"539be96e-9db0-4ecc-91a7-3d07823081e3\", \"20d8b45c-9d28-48e7-bf88-dde438845c7f\", \"67f8394f-4587-463b-80d9-665302085cf1\", \"014dd8dd-16a2-403c-82bc-6a5f66e00cd9\", \"b930846d-a762-4604-9cf1-9a4331c6820a\"], \"total_duration\": 1670.0, \"total_sessions\": 5, \"mean_week_duration\": 12.748}}, {\"86950\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-10-28 21:03:33.000000+00:00\", \"2022-04-23 17:45:20.000000+00:00\", \"2020-10-18 10:42:17.000000+00:00\", \"2020-03-26 00:30:28.000000+00:00\", \"2021-05-01 06:02:34.000000+00:00\", \"2022-02-28 14:03:31.000000+00:00\", \"2019-03-10 04:32:58.000000+00:00\"], \"session_ids\": [\"72c4bc9f-39e8-4d17-9108-24b378199d8f\", \"71996c40-7267-4236-92c2-7e0c0a0f4dff\", \"4881c1f0-b8e6-4c0b-a9ad-0eb7ee5caff4\", \"759e1f48-7b2d-43a5-80d1-e90061fe9c71\", \"108aec2d-cad6-4774-820f-70c8364b57b6\", \"d4004e3b-7b94-4f69-afb6-3da09b84963d\", \"0b084bc1-5dcb-4567-88e2-b60729ed7fc5\"], \"total_duration\": 1185.0, \"total_sessions\": 7, \"mean_week_duration\": 7.27}}, {\"93008\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-05 09:18:50.000000+00:00\", \"2022-11-23 17:23:24.000000+00:00\", \"2020-09-19 13:38:57.000000+00:00\"], \"session_ids\": [\"6d5a0639-9af6-47c1-99ec-88fc25a13917\", \"94662066-e568-4535-8c5c-62f57f89ae56\", \"f4229f6f-eb02-41e5-94f7-e5ef32fe4f0c\"], \"total_duration\": 279.0, \"total_sessions\": 3, \"mean_week_duration\": 2.447}}, {\"96856\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-04-04 00:15:53.000000+00:00\", \"2021-04-04 12:23:25.000000+00:00\"], \"session_ids\": [\"d796c411-d892-4f09-9fe7-8a625c517450\", \"d1e02417-b745-48b1-8d06-a72a7fa98556\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 1.509}}, {\"59510\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-09 22:19:23.000000+00:00\", \"2022-09-28 01:43:27.000000+00:00\"], \"session_ids\": [\"65d5ab68-f0e4-4500-aafc-fa9e8d7b96ad\", \"fda0e118-e979-4b43-9d25-66f6caa6bb0e\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 1.165}}, {\"38235\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-03-17 03:07:57.000000+00:00\", \"2021-03-23 07:24:53.000000+00:00\", \"2020-12-04 14:24:19.000000+00:00\"], \"session_ids\": [\"b61eb2f4-46ca-4efc-b2e0-779aba0368d6\", \"091fcbbf-36fc-43d4-b94b-27bf7fec3dae\", \"1aa71dde-f636-4cee-a15d-5ac029809132\"], \"total_duration\": 66.0, \"total_sessions\": 3, \"mean_week_duration\": 0.623}}, {\"50140\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2022-08-15 14:23:56.000000+00:00\", \"2020-06-26 13:10:56.000000+00:00\"], \"session_ids\": [\"83ed2754-579a-47bb-9398-d539df104d8e\", \"74868cb1-e0e0-4825-8d89-afbae1722d46\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 0.607}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display to me 3 users pieces of information who have average_week_duration strictly bigger than 0 plus sort by overall duration of sessions per week from the smallest to the largest also show me only 3 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{\"49800\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-09-18 08:35:17.000000+00:00\", \"2023-05-05 17:50:18.000000+00:00\"], \"session_ids\": [\"2a818148-fcd5-409c-a299-ebeb007bb973\", \"e153b2db-8abb-42c9-aca5-480d400c8bf7\"], \"total_duration\": 430.0, \"total_sessions\": 2, \"mean_week_duration\": 3.139}, \"75885\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2022-06-18 10:12:59.000000+00:00\", \"2021-05-03 10:15:40.000000+00:00\", \"2020-11-15 23:06:30.000000+00:00\", \"2021-01-20 18:48:24.000000+00:00\"], \"session_ids\": [\"67f6fc34-818c-48ba-9f88-6d5bd4a9a344\", \"17d632a6-c8eb-429d-a937-5920f9ac9d7d\", \"b7587c88-0e34-43fb-b1f7-a90952d4e2cd\", \"e2083b30-94dd-4eb1-a825-6a36e6b5a6d9\"], \"total_duration\": 778.0, \"total_sessions\": 4, \"mean_week_duration\": 9.373}, \"1570\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-09-23 08:05:10.000000+00:00\", \"2022-11-04 00:50:36.000000+00:00\"], \"session_ids\": [\"37422dcb-d2ed-47e7-b01e-29e8d0a58935\", \"d5b6a6db-12b6-44e3-89cd-c75be97e8d0a\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.117}, \"82723\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-24 03:16:41.000000+00:00\", \"2020-09-29 21:32:44.000000+00:00\"], \"session_ids\": [\"9404f255-fd31-40b0-83ec-bf4fba5e25f6\", \"c9c32b84-60b0-4fc8-ab15-f3bf3713a9c8\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 156.0}, \"50685\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-12-05 17:06:06.000000+00:00\", \"2019-06-26 01:20:45.000000+00:00\", \"2022-09-24 11:46:15.000000+00:00\", \"2020-11-30 08:05:17.000000+00:00\", \"2021-10-26 16:39:08.000000+00:00\", \"2019-02-16 18:51:21.000000+00:00\", \"2021-04-10 15:50:15.000000+00:00\", \"2020-10-11 23:59:21.000000+00:00\", \"2019-07-27 19:53:32.000000+00:00\", \"2019-02-17 07:31:11.000000+00:00\", \"2020-08-11 23:06:07.000000+00:00\"], \"session_ids\": [\"0e04afae-e819-404b-8cd6-f6df1e847c51\", \"9d92c05f-7ee1-46d8-87e3-767aeb325746\", \"2b942c98-0653-4e70-861d-3833ae77dd6a\", \"acbd15b0-fad8-430f-b419-45d1de5ba00a\", \"3923a9e4-4980-4673-94bb-f7dc6d540708\", \"1d44b28b-35e2-4243-b541-6cec953a9d64\", \"889992b9-c6c5-4af5-8410-73653ae07930\", \"9dc861e1-5aea-4f2f-a1d0-92b3a4da1c2f\", \"c9a75460-5023-4c9e-8ddb-d3bd9099f347\", \"b48a23c0-38fc-425b-9b97-431ae3467309\", \"40b11d45-b5b3-41ff-98a5-8f2b4a0b3af5\"], \"total_duration\": 5041.0, \"total_sessions\": 11, \"mean_week_duration\": 25.332}, \"80420\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-05-09 13:48:25.000000+00:00\", \"2020-05-25 22:17:28.000000+00:00\", \"2021-07-23 20:02:18.000000+00:00\"], \"session_ids\": [\"a008b7d5-d4d5-4a4f-a326-815057fc0d46\", \"4aae4ddb-3111-4c2f-ad80-1a612f8b2e42\", \"106377a6-81c8-41af-abd7-fdad4a855a51\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.393}, \"17233\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-06-13 09:18:17.000000+00:00\", \"2019-07-13 04:14:27.000000+00:00\"], \"session_ids\": [\"f76a34af-6844-44a8-a089-e8d10e540b35\", \"5812778a-f766-4c11-a0c6-5c45a460d55e\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 0.484}, \"22463\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-05-17 01:52:06.000000+00:00\", \"2023-03-15 02:01:04.000000+00:00\"], \"session_ids\": [\"ea45e5a8-4535-479e-bfc5-65251cb3562f\", \"131df463-1d5b-440d-aded-1cd0448fb859\"], \"total_duration\": 424.0, \"total_sessions\": 2, \"mean_week_duration\": 9.636}, \"91701\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-11-23 16:30:30.000000+00:00\", \"2022-06-18 07:20:02.000000+00:00\", \"2019-08-04 19:36:41.000000+00:00\", \"2022-09-22 04:14:56.000000+00:00\"], \"session_ids\": [\"e06dfe26-a709-4d4b-afce-3845202a4f68\", \"95cd5ad9-d653-4e88-9ee4-be11b4b6449c\", \"924a81a2-1d91-4e12-bec8-ea445700891f\", \"f33ddfb3-2d3a-4b0f-8905-4ee5f4865d98\"], \"total_duration\": 340.0, \"total_sessions\": 4, \"mean_week_duration\": 2.073}, \"70052\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-02-27 18:10:58.000000+00:00\", \"2021-11-14 20:16:39.000000+00:00\"], \"session_ids\": [\"5b1c5240-4545-45d8-a890-f589a9f51b5c\", \"bd24640c-8fb3-433f-9a00-9db279e9b163\"], \"total_duration\": 386.0, \"total_sessions\": 2, \"mean_week_duration\": 4.289}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are greater than 0"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\"]]}, \"all_values\": {\"mean_week_duration\": [[0, 27]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"49800\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-09-18 08:35:17.000000+00:00\", \"2023-05-05 17:50:18.000000+00:00\"], \"session_ids\": [\"2a818148-fcd5-409c-a299-ebeb007bb973\", \"e153b2db-8abb-42c9-aca5-480d400c8bf7\"], \"total_duration\": 430.0, \"total_sessions\": 2, \"mean_week_duration\": 3.139}, \"75885\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2022-06-18 10:12:59.000000+00:00\", \"2021-05-03 10:15:40.000000+00:00\", \"2020-11-15 23:06:30.000000+00:00\", \"2021-01-20 18:48:24.000000+00:00\"], \"session_ids\": [\"67f6fc34-818c-48ba-9f88-6d5bd4a9a344\", \"17d632a6-c8eb-429d-a937-5920f9ac9d7d\", \"b7587c88-0e34-43fb-b1f7-a90952d4e2cd\", \"e2083b30-94dd-4eb1-a825-6a36e6b5a6d9\"], \"total_duration\": 778.0, \"total_sessions\": 4, \"mean_week_duration\": 9.373}, \"1570\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-09-23 08:05:10.000000+00:00\", \"2022-11-04 00:50:36.000000+00:00\"], \"session_ids\": [\"37422dcb-d2ed-47e7-b01e-29e8d0a58935\", \"d5b6a6db-12b6-44e3-89cd-c75be97e8d0a\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.117}, \"82723\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-24 03:16:41.000000+00:00\", \"2020-09-29 21:32:44.000000+00:00\"], \"session_ids\": [\"9404f255-fd31-40b0-83ec-bf4fba5e25f6\", \"c9c32b84-60b0-4fc8-ab15-f3bf3713a9c8\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 156.0}, \"50685\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-12-05 17:06:06.000000+00:00\", \"2019-06-26 01:20:45.000000+00:00\", \"2022-09-24 11:46:15.000000+00:00\", \"2020-11-30 08:05:17.000000+00:00\", \"2021-10-26 16:39:08.000000+00:00\", \"2019-02-16 18:51:21.000000+00:00\", \"2021-04-10 15:50:15.000000+00:00\", \"2020-10-11 23:59:21.000000+00:00\", \"2019-07-27 19:53:32.000000+00:00\", \"2019-02-17 07:31:11.000000+00:00\", \"2020-08-11 23:06:07.000000+00:00\"], \"session_ids\": [\"0e04afae-e819-404b-8cd6-f6df1e847c51\", \"9d92c05f-7ee1-46d8-87e3-767aeb325746\", \"2b942c98-0653-4e70-861d-3833ae77dd6a\", \"acbd15b0-fad8-430f-b419-45d1de5ba00a\", \"3923a9e4-4980-4673-94bb-f7dc6d540708\", \"1d44b28b-35e2-4243-b541-6cec953a9d64\", \"889992b9-c6c5-4af5-8410-73653ae07930\", \"9dc861e1-5aea-4f2f-a1d0-92b3a4da1c2f\", \"c9a75460-5023-4c9e-8ddb-d3bd9099f347\", \"b48a23c0-38fc-425b-9b97-431ae3467309\", \"40b11d45-b5b3-41ff-98a5-8f2b4a0b3af5\"], \"total_duration\": 5041.0, \"total_sessions\": 11, \"mean_week_duration\": 25.332}, \"80420\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-05-09 13:48:25.000000+00:00\", \"2020-05-25 22:17:28.000000+00:00\", \"2021-07-23 20:02:18.000000+00:00\"], \"session_ids\": [\"a008b7d5-d4d5-4a4f-a326-815057fc0d46\", \"4aae4ddb-3111-4c2f-ad80-1a612f8b2e42\", \"106377a6-81c8-41af-abd7-fdad4a855a51\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.393}, \"17233\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-06-13 09:18:17.000000+00:00\", \"2019-07-13 04:14:27.000000+00:00\"], \"session_ids\": [\"f76a34af-6844-44a8-a089-e8d10e540b35\", \"5812778a-f766-4c11-a0c6-5c45a460d55e\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 0.484}, \"22463\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-05-17 01:52:06.000000+00:00\", \"2023-03-15 02:01:04.000000+00:00\"], \"session_ids\": [\"ea45e5a8-4535-479e-bfc5-65251cb3562f\", \"131df463-1d5b-440d-aded-1cd0448fb859\"], \"total_duration\": 424.0, \"total_sessions\": 2, \"mean_week_duration\": 9.636}, \"91701\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-11-23 16:30:30.000000+00:00\", \"2022-06-18 07:20:02.000000+00:00\", \"2019-08-04 19:36:41.000000+00:00\", \"2022-09-22 04:14:56.000000+00:00\"], \"session_ids\": [\"e06dfe26-a709-4d4b-afce-3845202a4f68\", \"95cd5ad9-d653-4e88-9ee4-be11b4b6449c\", \"924a81a2-1d91-4e12-bec8-ea445700891f\", \"f33ddfb3-2d3a-4b0f-8905-4ee5f4865d98\"], \"total_duration\": 340.0, \"total_sessions\": 4, \"mean_week_duration\": 2.073}, \"70052\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-02-27 18:10:58.000000+00:00\", \"2021-11-14 20:16:39.000000+00:00\"], \"session_ids\": [\"5b1c5240-4545-45d8-a890-f589a9f51b5c\", \"bd24640c-8fb3-433f-9a00-9db279e9b163\"], \"total_duration\": 386.0, \"total_sessions\": 2, \"mean_week_duration\": 4.289}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"1570\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-09-23 08:05:10.000000+00:00\", \"2022-11-04 00:50:36.000000+00:00\"], \"session_ids\": [\"37422dcb-d2ed-47e7-b01e-29e8d0a58935\", \"d5b6a6db-12b6-44e3-89cd-c75be97e8d0a\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.117}}, {\"80420\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-05-09 13:48:25.000000+00:00\", \"2020-05-25 22:17:28.000000+00:00\", \"2021-07-23 20:02:18.000000+00:00\"], \"session_ids\": [\"a008b7d5-d4d5-4a4f-a326-815057fc0d46\", \"4aae4ddb-3111-4c2f-ad80-1a612f8b2e42\", \"106377a6-81c8-41af-abd7-fdad4a855a51\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.393}}, {\"17233\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-06-13 09:18:17.000000+00:00\", \"2019-07-13 04:14:27.000000+00:00\"], \"session_ids\": [\"f76a34af-6844-44a8-a089-e8d10e540b35\", \"5812778a-f766-4c11-a0c6-5c45a460d55e\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 0.484}}, {\"91701\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-11-23 16:30:30.000000+00:00\", \"2022-06-18 07:20:02.000000+00:00\", \"2019-08-04 19:36:41.000000+00:00\", \"2022-09-22 04:14:56.000000+00:00\"], \"session_ids\": [\"e06dfe26-a709-4d4b-afce-3845202a4f68\", \"95cd5ad9-d653-4e88-9ee4-be11b4b6449c\", \"924a81a2-1d91-4e12-bec8-ea445700891f\", \"f33ddfb3-2d3a-4b0f-8905-4ee5f4865d98\"], \"total_duration\": 340.0, \"total_sessions\": 4, \"mean_week_duration\": 2.073}}, {\"49800\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-09-18 08:35:17.000000+00:00\", \"2023-05-05 17:50:18.000000+00:00\"], \"session_ids\": [\"2a818148-fcd5-409c-a299-ebeb007bb973\", \"e153b2db-8abb-42c9-aca5-480d400c8bf7\"], \"total_duration\": 430.0, \"total_sessions\": 2, \"mean_week_duration\": 3.139}}, {\"70052\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-02-27 18:10:58.000000+00:00\", \"2021-11-14 20:16:39.000000+00:00\"], \"session_ids\": [\"5b1c5240-4545-45d8-a890-f589a9f51b5c\", \"bd24640c-8fb3-433f-9a00-9db279e9b163\"], \"total_duration\": 386.0, \"total_sessions\": 2, \"mean_week_duration\": 4.289}}, {\"75885\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2022-06-18 10:12:59.000000+00:00\", \"2021-05-03 10:15:40.000000+00:00\", \"2020-11-15 23:06:30.000000+00:00\", \"2021-01-20 18:48:24.000000+00:00\"], \"session_ids\": [\"67f6fc34-818c-48ba-9f88-6d5bd4a9a344\", \"17d632a6-c8eb-429d-a937-5920f9ac9d7d\", \"b7587c88-0e34-43fb-b1f7-a90952d4e2cd\", \"e2083b30-94dd-4eb1-a825-6a36e6b5a6d9\"], \"total_duration\": 778.0, \"total_sessions\": 4, \"mean_week_duration\": 9.373}}, {\"22463\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-05-17 01:52:06.000000+00:00\", \"2023-03-15 02:01:04.000000+00:00\"], \"session_ids\": [\"ea45e5a8-4535-479e-bfc5-65251cb3562f\", \"131df463-1d5b-440d-aded-1cd0448fb859\"], \"total_duration\": 424.0, \"total_sessions\": 2, \"mean_week_duration\": 9.636}}, {\"50685\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-12-05 17:06:06.000000+00:00\", \"2019-06-26 01:20:45.000000+00:00\", \"2022-09-24 11:46:15.000000+00:00\", \"2020-11-30 08:05:17.000000+00:00\", \"2021-10-26 16:39:08.000000+00:00\", \"2019-02-16 18:51:21.000000+00:00\", \"2021-04-10 15:50:15.000000+00:00\", \"2020-10-11 23:59:21.000000+00:00\", \"2019-07-27 19:53:32.000000+00:00\", \"2019-02-17 07:31:11.000000+00:00\", \"2020-08-11 23:06:07.000000+00:00\"], \"session_ids\": [\"0e04afae-e819-404b-8cd6-f6df1e847c51\", \"9d92c05f-7ee1-46d8-87e3-767aeb325746\", \"2b942c98-0653-4e70-861d-3833ae77dd6a\", \"acbd15b0-fad8-430f-b419-45d1de5ba00a\", \"3923a9e4-4980-4673-94bb-f7dc6d540708\", \"1d44b28b-35e2-4243-b541-6cec953a9d64\", \"889992b9-c6c5-4af5-8410-73653ae07930\", \"9dc861e1-5aea-4f2f-a1d0-92b3a4da1c2f\", \"c9a75460-5023-4c9e-8ddb-d3bd9099f347\", \"b48a23c0-38fc-425b-9b97-431ae3467309\", \"40b11d45-b5b3-41ff-98a5-8f2b4a0b3af5\"], \"total_duration\": 5041.0, \"total_sessions\": 11, \"mean_week_duration\": 25.332}}, {\"82723\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-24 03:16:41.000000+00:00\", \"2020-09-29 21:32:44.000000+00:00\"], \"session_ids\": [\"9404f255-fd31-40b0-83ec-bf4fba5e25f6\", \"c9c32b84-60b0-4fc8-ab15-f3bf3713a9c8\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 156.0}}]\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[{\"1570\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-09-23 08:05:10.000000+00:00\", \"2022-11-04 00:50:36.000000+00:00\"], \"session_ids\": [\"37422dcb-d2ed-47e7-b01e-29e8d0a58935\", \"d5b6a6db-12b6-44e3-89cd-c75be97e8d0a\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.117}}, {\"80420\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-05-09 13:48:25.000000+00:00\", \"2020-05-25 22:17:28.000000+00:00\", \"2021-07-23 20:02:18.000000+00:00\"], \"session_ids\": [\"a008b7d5-d4d5-4a4f-a326-815057fc0d46\", \"4aae4ddb-3111-4c2f-ad80-1a612f8b2e42\", \"106377a6-81c8-41af-abd7-fdad4a855a51\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.393}}, {\"17233\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-06-13 09:18:17.000000+00:00\", \"2019-07-13 04:14:27.000000+00:00\"], \"session_ids\": [\"f76a34af-6844-44a8-a089-e8d10e540b35\", \"5812778a-f766-4c11-a0c6-5c45a460d55e\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 0.484}}]\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[{\"1570\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-09-23 08:05:10.000000+00:00\", \"2022-11-04 00:50:36.000000+00:00\"], \"session_ids\": [\"37422dcb-d2ed-47e7-b01e-29e8d0a58935\", \"d5b6a6db-12b6-44e3-89cd-c75be97e8d0a\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.117}}, {\"80420\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-05-09 13:48:25.000000+00:00\", \"2020-05-25 22:17:28.000000+00:00\", \"2021-07-23 20:02:18.000000+00:00\"], \"session_ids\": [\"a008b7d5-d4d5-4a4f-a326-815057fc0d46\", \"4aae4ddb-3111-4c2f-ad80-1a612f8b2e42\", \"106377a6-81c8-41af-abd7-fdad4a855a51\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.393}}, {\"17233\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-06-13 09:18:17.000000+00:00\", \"2019-07-13 04:14:27.000000+00:00\"], \"session_ids\": [\"f76a34af-6844-44a8-a089-e8d10e540b35\", \"5812778a-f766-4c11-a0c6-5c45a460d55e\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 0.484}}]\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 2 users whose time using the app is bigger than 119 and smaller than 4475 , and sort by overall duration of sessions per week 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{\"34187\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-22 06:27:56.000000+00:00\", \"2019-12-13 11:49:16.000000+00:00\", \"2022-08-01 06:06:35.000000+00:00\"], \"session_ids\": [\"a11a7a99-014c-47cb-bd94-42ffc352fc74\", \"47ea7ad4-08d2-4af0-98e6-4e0c45fa6234\", \"293a6472-7188-4747-b766-b440f21325d8\"], \"total_duration\": 42.0, \"total_sessions\": 3, \"mean_week_duration\": 0.282}, \"94947\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 9, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-12-10 14:05:47.000000+00:00\", \"2020-10-24 02:43:04.000000+00:00\", \"2019-03-26 09:38:38.000000+00:00\", \"2023-06-25 15:59:37.000000+00:00\", \"2020-10-11 10:38:27.000000+00:00\", \"2023-04-30 22:06:52.000000+00:00\", \"2020-01-15 12:59:44.000000+00:00\"], \"session_ids\": [\"94dc3cad-73d2-47ad-a44a-749e0252e3e9\", \"d102415f-5425-4153-abef-9b5c240f14c0\", \"94cd6313-8ad5-42d8-a3e1-08816a8b2bb7\", \"e5930bde-61c1-48ce-9f34-6e451508fd7e\", \"07174eb1-8911-40e4-8448-be1f235a506c\", \"c9f5c34d-f354-4e76-b19e-402423e4031f\", \"626fc571-c2a1-4c95-8ab5-a98f032adf48\"], \"total_duration\": 9065.0, \"total_sessions\": 7, \"mean_week_duration\": 40.833}, \"56522\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-11-18 00:37:08.000000+00:00\", \"2020-01-08 06:36:22.000000+00:00\", \"2020-11-10 13:58:08.000000+00:00\"], \"session_ids\": [\"ff965d7d-10cb-4a49-90fe-1329ef8c40bc\", \"c652ad23-e5c8-4a7d-a55e-5e7af0cb26ae\", \"536da9f9-87f0-48a5-8fa8-11d7d32ba0a9\"], \"total_duration\": 206.0, \"total_sessions\": 3, \"mean_week_duration\": 2.124}, \"44474\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-03-03 02:44:26.000000+00:00\", \"2020-09-16 03:20:31.000000+00:00\"], \"session_ids\": [\"caf289c5-d8f2-44e4-ae50-1782c8cd53d7\", \"3ab6dea0-879d-47a1-a5d1-2d6735e1b583\"], \"total_duration\": 463.0, \"total_sessions\": 2, \"mean_week_duration\": 6.092}, \"23401\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-04 07:51:28.000000+00:00\", \"2023-03-07 12:57:20.000000+00:00\", \"2021-01-17 10:41:38.000000+00:00\", \"2019-02-22 05:36:14.000000+00:00\", \"2019-06-08 22:58:27.000000+00:00\", \"2022-12-28 21:08:00.000000+00:00\", \"2020-01-31 11:10:26.000000+00:00\"], \"session_ids\": [\"a6091131-54c9-4f7d-87e9-a0e886c68583\", \"54e42a1b-5516-4d2e-a0d2-456311d3bae5\", \"05c07111-00e0-45a2-beda-38c6e91062e1\", \"f14c5d24-f47a-45a2-994f-f4fe82eba299\", \"8106764a-f696-4ee3-979d-ac26da4ddf16\", \"13cab18f-afde-4735-9edd-2a0a550aa52c\", \"6e730e7d-a644-448f-9f4b-404da7c0e8fe\"], \"total_duration\": 2219.0, \"total_sessions\": 7, \"mean_week_duration\": 10.517}, \"84017\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-18 11:42:48.000000+00:00\", \"2023-04-15 00:41:29.000000+00:00\", \"2021-01-25 12:45:09.000000+00:00\", \"2021-03-20 18:00:11.000000+00:00\"], \"session_ids\": [\"c78e091e-4563-4abf-903f-1da9da3458a6\", \"2d510563-c572-4ece-aa82-bd7125151e2a\", \"16182075-03b9-4b1c-a0ea-0c551844218f\", \"2b2f2075-b51f-4918-a272-b2be940bcb6d\"], \"total_duration\": 214.0, \"total_sessions\": 4, \"mean_week_duration\": 1.23}, \"7952\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-06-03 16:14:00.000000+00:00\", \"2020-12-22 11:07:51.000000+00:00\", \"2023-03-19 19:10:13.000000+00:00\"], \"session_ids\": [\"1ce093f6-7a96-4169-b411-5cab3423cb64\", \"0950e973-78b5-40c5-b350-1e2b73b898f1\", \"649b6293-973d-47c9-a9b9-320f66ae2bac\"], \"total_duration\": 767.0, \"total_sessions\": 3, \"mean_week_duration\": 6.556}, \"93504\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-11-17 15:56:44.000000+00:00\", \"2022-06-25 06:06:35.000000+00:00\"], \"session_ids\": [\"b6f066ad-139c-4a49-b633-4d5c758a16e2\", \"3082449f-162f-4d3d-bd5b-6196b9ff0c37\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 2.69}, \"78322\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-12-20 16:46:39.000000+00:00\", \"2019-06-15 05:27:42.000000+00:00\"], \"session_ids\": [\"4016c847-7bfb-41e3-bc89-8719d17a0c24\", \"284eba0b-5f71-4e25-8097-8b44688aeaec\"], \"total_duration\": 279.0, \"total_sessions\": 2, \"mean_week_duration\": 3.487}, \"85893\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-12-21 04:12:44.000000+00:00\", \"2019-06-30 22:55:45.000000+00:00\", \"2022-08-30 21:31:49.000000+00:00\"], \"session_ids\": [\"3a4e6066-3df5-4f8f-a998-0326e19996cb\", \"519bba92-9ede-4bc3-85dc-047724e880ce\", \"9aee1666-3d09-4e1a-9db2-0f30ba6cb123\"], \"total_duration\": 62.0, \"total_sessions\": 3, \"mean_week_duration\": 0.373}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or greater than 119 and are equal or less than 4475"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[119, 4475]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"56522\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-11-18 00:37:08.000000+00:00\", \"2020-01-08 06:36:22.000000+00:00\", \"2020-11-10 13:58:08.000000+00:00\"], \"session_ids\": [\"ff965d7d-10cb-4a49-90fe-1329ef8c40bc\", \"c652ad23-e5c8-4a7d-a55e-5e7af0cb26ae\", \"536da9f9-87f0-48a5-8fa8-11d7d32ba0a9\"], \"total_duration\": 206.0, \"total_sessions\": 3, \"mean_week_duration\": 2.124}, \"44474\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-03-03 02:44:26.000000+00:00\", \"2020-09-16 03:20:31.000000+00:00\"], \"session_ids\": [\"caf289c5-d8f2-44e4-ae50-1782c8cd53d7\", \"3ab6dea0-879d-47a1-a5d1-2d6735e1b583\"], \"total_duration\": 463.0, \"total_sessions\": 2, \"mean_week_duration\": 6.092}, \"23401\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-04 07:51:28.000000+00:00\", \"2023-03-07 12:57:20.000000+00:00\", \"2021-01-17 10:41:38.000000+00:00\", \"2019-02-22 05:36:14.000000+00:00\", \"2019-06-08 22:58:27.000000+00:00\", \"2022-12-28 21:08:00.000000+00:00\", \"2020-01-31 11:10:26.000000+00:00\"], \"session_ids\": [\"a6091131-54c9-4f7d-87e9-a0e886c68583\", \"54e42a1b-5516-4d2e-a0d2-456311d3bae5\", \"05c07111-00e0-45a2-beda-38c6e91062e1\", \"f14c5d24-f47a-45a2-994f-f4fe82eba299\", \"8106764a-f696-4ee3-979d-ac26da4ddf16\", \"13cab18f-afde-4735-9edd-2a0a550aa52c\", \"6e730e7d-a644-448f-9f4b-404da7c0e8fe\"], \"total_duration\": 2219.0, \"total_sessions\": 7, \"mean_week_duration\": 10.517}, \"84017\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-18 11:42:48.000000+00:00\", \"2023-04-15 00:41:29.000000+00:00\", \"2021-01-25 12:45:09.000000+00:00\", \"2021-03-20 18:00:11.000000+00:00\"], \"session_ids\": [\"c78e091e-4563-4abf-903f-1da9da3458a6\", \"2d510563-c572-4ece-aa82-bd7125151e2a\", \"16182075-03b9-4b1c-a0ea-0c551844218f\", \"2b2f2075-b51f-4918-a272-b2be940bcb6d\"], \"total_duration\": 214.0, \"total_sessions\": 4, \"mean_week_duration\": 1.23}, \"7952\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-06-03 16:14:00.000000+00:00\", \"2020-12-22 11:07:51.000000+00:00\", \"2023-03-19 19:10:13.000000+00:00\"], \"session_ids\": [\"1ce093f6-7a96-4169-b411-5cab3423cb64\", \"0950e973-78b5-40c5-b350-1e2b73b898f1\", \"649b6293-973d-47c9-a9b9-320f66ae2bac\"], \"total_duration\": 767.0, \"total_sessions\": 3, \"mean_week_duration\": 6.556}, \"93504\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-11-17 15:56:44.000000+00:00\", \"2022-06-25 06:06:35.000000+00:00\"], \"session_ids\": [\"b6f066ad-139c-4a49-b633-4d5c758a16e2\", \"3082449f-162f-4d3d-bd5b-6196b9ff0c37\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 2.69}, \"78322\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-12-20 16:46:39.000000+00:00\", \"2019-06-15 05:27:42.000000+00:00\"], \"session_ids\": [\"4016c847-7bfb-41e3-bc89-8719d17a0c24\", \"284eba0b-5f71-4e25-8097-8b44688aeaec\"], \"total_duration\": 279.0, \"total_sessions\": 2, \"mean_week_duration\": 3.487}}\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[{\"84017\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-18 11:42:48.000000+00:00\", \"2023-04-15 00:41:29.000000+00:00\", \"2021-01-25 12:45:09.000000+00:00\", \"2021-03-20 18:00:11.000000+00:00\"], \"session_ids\": [\"c78e091e-4563-4abf-903f-1da9da3458a6\", \"2d510563-c572-4ece-aa82-bd7125151e2a\", \"16182075-03b9-4b1c-a0ea-0c551844218f\", \"2b2f2075-b51f-4918-a272-b2be940bcb6d\"], \"total_duration\": 214.0, \"total_sessions\": 4, \"mean_week_duration\": 1.23}}, {\"56522\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-11-18 00:37:08.000000+00:00\", \"2020-01-08 06:36:22.000000+00:00\", \"2020-11-10 13:58:08.000000+00:00\"], \"session_ids\": [\"ff965d7d-10cb-4a49-90fe-1329ef8c40bc\", \"c652ad23-e5c8-4a7d-a55e-5e7af0cb26ae\", \"536da9f9-87f0-48a5-8fa8-11d7d32ba0a9\"], \"total_duration\": 206.0, \"total_sessions\": 3, \"mean_week_duration\": 2.124}}, {\"93504\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-11-17 15:56:44.000000+00:00\", \"2022-06-25 06:06:35.000000+00:00\"], \"session_ids\": [\"b6f066ad-139c-4a49-b633-4d5c758a16e2\", \"3082449f-162f-4d3d-bd5b-6196b9ff0c37\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 2.69}}, {\"78322\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-12-20 16:46:39.000000+00:00\", \"2019-06-15 05:27:42.000000+00:00\"], \"session_ids\": [\"4016c847-7bfb-41e3-bc89-8719d17a0c24\", \"284eba0b-5f71-4e25-8097-8b44688aeaec\"], \"total_duration\": 279.0, \"total_sessions\": 2, \"mean_week_duration\": 3.487}}, {\"44474\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-03-03 02:44:26.000000+00:00\", \"2020-09-16 03:20:31.000000+00:00\"], \"session_ids\": [\"caf289c5-d8f2-44e4-ae50-1782c8cd53d7\", \"3ab6dea0-879d-47a1-a5d1-2d6735e1b583\"], \"total_duration\": 463.0, \"total_sessions\": 2, \"mean_week_duration\": 6.092}}, {\"7952\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-06-03 16:14:00.000000+00:00\", \"2020-12-22 11:07:51.000000+00:00\", \"2023-03-19 19:10:13.000000+00:00\"], \"session_ids\": [\"1ce093f6-7a96-4169-b411-5cab3423cb64\", \"0950e973-78b5-40c5-b350-1e2b73b898f1\", \"649b6293-973d-47c9-a9b9-320f66ae2bac\"], \"total_duration\": 767.0, \"total_sessions\": 3, \"mean_week_duration\": 6.556}}, {\"23401\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-04 07:51:28.000000+00:00\", \"2023-03-07 12:57:20.000000+00:00\", \"2021-01-17 10:41:38.000000+00:00\", \"2019-02-22 05:36:14.000000+00:00\", \"2019-06-08 22:58:27.000000+00:00\", \"2022-12-28 21:08:00.000000+00:00\", \"2020-01-31 11:10:26.000000+00:00\"], \"session_ids\": [\"a6091131-54c9-4f7d-87e9-a0e886c68583\", \"54e42a1b-5516-4d2e-a0d2-456311d3bae5\", \"05c07111-00e0-45a2-beda-38c6e91062e1\", \"f14c5d24-f47a-45a2-994f-f4fe82eba299\", \"8106764a-f696-4ee3-979d-ac26da4ddf16\", \"13cab18f-afde-4735-9edd-2a0a550aa52c\", \"6e730e7d-a644-448f-9f4b-404da7c0e8fe\"], \"total_duration\": 2219.0, \"total_sessions\": 7, \"mean_week_duration\": 10.517}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"84017\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-18 11:42:48.000000+00:00\", \"2023-04-15 00:41:29.000000+00:00\", \"2021-01-25 12:45:09.000000+00:00\", \"2021-03-20 18:00:11.000000+00:00\"], \"session_ids\": [\"c78e091e-4563-4abf-903f-1da9da3458a6\", \"2d510563-c572-4ece-aa82-bd7125151e2a\", \"16182075-03b9-4b1c-a0ea-0c551844218f\", \"2b2f2075-b51f-4918-a272-b2be940bcb6d\"], \"total_duration\": 214.0, \"total_sessions\": 4, \"mean_week_duration\": 1.23}}, {\"56522\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-11-18 00:37:08.000000+00:00\", \"2020-01-08 06:36:22.000000+00:00\", \"2020-11-10 13:58:08.000000+00:00\"], \"session_ids\": [\"ff965d7d-10cb-4a49-90fe-1329ef8c40bc\", \"c652ad23-e5c8-4a7d-a55e-5e7af0cb26ae\", \"536da9f9-87f0-48a5-8fa8-11d7d32ba0a9\"], \"total_duration\": 206.0, \"total_sessions\": 3, \"mean_week_duration\": 2.124}}]\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[{\"84017\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-18 11:42:48.000000+00:00\", \"2023-04-15 00:41:29.000000+00:00\", \"2021-01-25 12:45:09.000000+00:00\", \"2021-03-20 18:00:11.000000+00:00\"], \"session_ids\": [\"c78e091e-4563-4abf-903f-1da9da3458a6\", \"2d510563-c572-4ece-aa82-bd7125151e2a\", \"16182075-03b9-4b1c-a0ea-0c551844218f\", \"2b2f2075-b51f-4918-a272-b2be940bcb6d\"], \"total_duration\": 214.0, \"total_sessions\": 4, \"mean_week_duration\": 1.23}}, {\"56522\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-11-18 00:37:08.000000+00:00\", \"2020-01-08 06:36:22.000000+00:00\", \"2020-11-10 13:58:08.000000+00:00\"], \"session_ids\": [\"ff965d7d-10cb-4a49-90fe-1329ef8c40bc\", \"c652ad23-e5c8-4a7d-a55e-5e7af0cb26ae\", \"536da9f9-87f0-48a5-8fa8-11d7d32ba0a9\"], \"total_duration\": 206.0, \"total_sessions\": 3, \"mean_week_duration\": 2.124}}]\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 users pieces of information with a average week duration that is higher than 50 and lower than 15, exclusive 50 , sort by average week duration in ascending + get rid of all entries, except 3."
}
] |
[
{
"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{\"76697\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 5, \"Edit User Message Flow\": 4}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-04-28 06:26:02.000000+00:00\", \"2019-07-19 15:41:53.000000+00:00\"], \"session_ids\": [\"ff70bc9c-29ec-472e-ad9e-e56ac02182d2\", \"e0fbad7c-3890-47ca-b565-2556b5343ccd\"], \"total_duration\": 404.0, \"total_sessions\": 2, \"mean_week_duration\": 2.786}, \"98702\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-12-09 23:50:55.000000+00:00\", \"2019-04-04 01:10:10.000000+00:00\", \"2021-04-05 09:37:15.000000+00:00\"], \"session_ids\": [\"cae0b957-ef77-4403-8d5f-497c69695203\", \"ebac023e-4f2c-4377-a589-022d5992779e\", \"abb10198-7200-43bd-9649-f57b7cdae5c6\"], \"total_duration\": 932.0, \"total_sessions\": 3, \"mean_week_duration\": 4.829}, \"96856\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-10-24 13:02:11.000000+00:00\", \"2020-01-02 03:57:26.000000+00:00\"], \"session_ids\": [\"41a37407-b872-4d07-ae7b-06e25cd575ef\", \"16014a4c-9678-43c6-8d7a-b92196e36593\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 2.558}, \"52171\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-04-06 21:42:50.000000+00:00\", \"2022-12-22 05:30:32.000000+00:00\", \"2019-04-09 14:31:33.000000+00:00\", \"2019-10-27 19:44:47.000000+00:00\", \"2021-08-22 20:11:53.000000+00:00\", \"2019-11-26 05:07:05.000000+00:00\"], \"session_ids\": [\"89953b33-bc78-4fec-b9e6-778d139529d1\", \"2228974d-2d99-4021-8c04-9aa2f7e6dada\", \"1cedc9c2-b8e5-4bb7-a92d-742d192f00db\", \"6addf258-fce3-4d22-8bc5-49ef3933afd5\", \"ecb49a65-9ef0-4c98-8ef7-424d01bf39ad\", \"f5eca104-a6ec-4636-add4-bd3b04ff91b4\"], \"total_duration\": 406.0, \"total_sessions\": 6, \"mean_week_duration\": 2.093}, \"61252\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-07-24 03:42:12.000000+00:00\", \"2019-05-02 03:02:06.000000+00:00\", \"2020-07-13 19:17:14.000000+00:00\", \"2021-07-03 05:01:34.000000+00:00\", \"2021-07-28 20:07:35.000000+00:00\", \"2021-09-29 08:36:56.000000+00:00\", \"2021-03-26 05:48:36.000000+00:00\", \"2021-06-05 23:20:22.000000+00:00\", \"2020-09-13 23:55:06.000000+00:00\", \"2020-06-08 02:18:56.000000+00:00\"], \"session_ids\": [\"b52277c8-4763-463a-b06b-9b813a52ea43\", \"95d5e484-bd4c-439f-aba4-0a598fe128df\", \"6dda7552-79e6-4ff8-8e93-c754afe6b1c9\", \"631267ec-a3a2-44da-8f49-959abc948ef8\", \"970ac458-93d4-4c3a-b342-1ee984bf058b\", \"2aaa5b17-7b20-4e0c-86db-4157116fc9b0\", \"2cf74521-5a4f-4226-bb10-d3404b961b2f\", \"d6ef13c8-3c8b-47a2-9bca-9be97bfd6da9\", \"6c63e27a-3616-411c-9c2e-e7fc589551ce\", \"8bcce757-2d1b-4cb5-b3b9-ceb902487980\"], \"total_duration\": 183.0, \"total_sessions\": 10, \"mean_week_duration\": 1.452}, \"86145\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-12-06 23:00:00.000000+00:00\", \"2020-02-17 15:30:15.000000+00:00\"], \"session_ids\": [\"bc989199-7f3f-47d2-be12-f746e3c1b3c0\", \"5deff0f1-4624-4aa8-8b33-745ea917f334\"], \"total_duration\": 202.0, \"total_sessions\": 2, \"mean_week_duration\": 2.149}, \"23464\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-12-14 21:42:50.000000+00:00\", \"2021-02-27 21:49:04.000000+00:00\", \"2022-03-17 08:01:41.000000+00:00\", \"2020-09-23 00:36:23.000000+00:00\", \"2021-08-22 05:05:36.000000+00:00\", \"2020-01-16 12:33:24.000000+00:00\", \"2022-09-29 23:53:17.000000+00:00\", \"2021-04-11 23:45:24.000000+00:00\", \"2022-12-25 15:25:37.000000+00:00\", \"2021-06-24 06:37:26.000000+00:00\", \"2020-06-04 20:44:17.000000+00:00\"], \"session_ids\": [\"9bdef309-a7b4-47b7-ac68-c2db7ed2e7c4\", \"3c74859f-dc49-4ffa-9e67-dc623cd78360\", \"3b10672a-d891-4462-9a06-9cd397d82b25\", \"8a2134dd-26f6-4651-9899-ba632ee1dfe6\", \"1d5c36a0-b612-4a20-b04c-d2e3c64cd963\", \"ca16d237-9812-4d13-9d71-5d819eee378e\", \"6745b472-c10e-4be5-88e6-4aef83570eae\", \"ba45557f-e6f3-4310-90f4-db08187aa909\", \"70045f7c-0904-4a56-8aa0-32062ad48c7a\", \"e92a3d92-a1f9-4c40-84d2-bf42b3fd54a5\", \"6c3680b0-1c3e-4c45-bbb1-e28f44644b7d\"], \"total_duration\": 777.0, \"total_sessions\": 11, \"mean_week_duration\": 5.045}, \"50385\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-06-09 05:33:55.000000+00:00\", \"2020-08-22 17:00:13.000000+00:00\"], \"session_ids\": [\"f06d2f97-1968-4483-80e5-75fd9f2bb6fe\", \"d487fabe-ae94-414a-9e2c-79676859736a\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 0.76}, \"30388\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2022-08-06 01:45:22.000000+00:00\", \"2022-04-06 21:32:05.000000+00:00\", \"2019-02-02 07:54:30.000000+00:00\"], \"session_ids\": [\"77ff72c1-4ab0-46c1-93c8-8e70efae8701\", \"ea72af5e-d3c7-4ba8-8dfe-0fe6a00b88da\", \"2de7cdbc-9c6c-4d16-bb8c-83ce4fb8f06f\"], \"total_duration\": 1081.0, \"total_sessions\": 3, \"mean_week_duration\": 5.907}, \"63221\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 7, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-06-26 23:47:50.000000+00:00\", \"2020-02-17 09:12:10.000000+00:00\"], \"session_ids\": [\"471d8301-66e6-4d6d-a5c4-81a44007e200\", \"c466d42b-d57c-4a86-b3c9-3101dc554988\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 8.053}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are equal or less than 15 and are greater than 50"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[15, 50]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"76697\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 5, \"Edit User Message Flow\": 4}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-04-28 06:26:02.000000+00:00\", \"2019-07-19 15:41:53.000000+00:00\"], \"session_ids\": [\"ff70bc9c-29ec-472e-ad9e-e56ac02182d2\", \"e0fbad7c-3890-47ca-b565-2556b5343ccd\"], \"total_duration\": 404.0, \"total_sessions\": 2, \"mean_week_duration\": 2.786}, \"98702\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-12-09 23:50:55.000000+00:00\", \"2019-04-04 01:10:10.000000+00:00\", \"2021-04-05 09:37:15.000000+00:00\"], \"session_ids\": [\"cae0b957-ef77-4403-8d5f-497c69695203\", \"ebac023e-4f2c-4377-a589-022d5992779e\", \"abb10198-7200-43bd-9649-f57b7cdae5c6\"], \"total_duration\": 932.0, \"total_sessions\": 3, \"mean_week_duration\": 4.829}, \"96856\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-10-24 13:02:11.000000+00:00\", \"2020-01-02 03:57:26.000000+00:00\"], \"session_ids\": [\"41a37407-b872-4d07-ae7b-06e25cd575ef\", \"16014a4c-9678-43c6-8d7a-b92196e36593\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 2.558}, \"52171\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-04-06 21:42:50.000000+00:00\", \"2022-12-22 05:30:32.000000+00:00\", \"2019-04-09 14:31:33.000000+00:00\", \"2019-10-27 19:44:47.000000+00:00\", \"2021-08-22 20:11:53.000000+00:00\", \"2019-11-26 05:07:05.000000+00:00\"], \"session_ids\": [\"89953b33-bc78-4fec-b9e6-778d139529d1\", \"2228974d-2d99-4021-8c04-9aa2f7e6dada\", \"1cedc9c2-b8e5-4bb7-a92d-742d192f00db\", \"6addf258-fce3-4d22-8bc5-49ef3933afd5\", \"ecb49a65-9ef0-4c98-8ef7-424d01bf39ad\", \"f5eca104-a6ec-4636-add4-bd3b04ff91b4\"], \"total_duration\": 406.0, \"total_sessions\": 6, \"mean_week_duration\": 2.093}, \"61252\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-07-24 03:42:12.000000+00:00\", \"2019-05-02 03:02:06.000000+00:00\", \"2020-07-13 19:17:14.000000+00:00\", \"2021-07-03 05:01:34.000000+00:00\", \"2021-07-28 20:07:35.000000+00:00\", \"2021-09-29 08:36:56.000000+00:00\", \"2021-03-26 05:48:36.000000+00:00\", \"2021-06-05 23:20:22.000000+00:00\", \"2020-09-13 23:55:06.000000+00:00\", \"2020-06-08 02:18:56.000000+00:00\"], \"session_ids\": [\"b52277c8-4763-463a-b06b-9b813a52ea43\", \"95d5e484-bd4c-439f-aba4-0a598fe128df\", \"6dda7552-79e6-4ff8-8e93-c754afe6b1c9\", \"631267ec-a3a2-44da-8f49-959abc948ef8\", \"970ac458-93d4-4c3a-b342-1ee984bf058b\", \"2aaa5b17-7b20-4e0c-86db-4157116fc9b0\", \"2cf74521-5a4f-4226-bb10-d3404b961b2f\", \"d6ef13c8-3c8b-47a2-9bca-9be97bfd6da9\", \"6c63e27a-3616-411c-9c2e-e7fc589551ce\", \"8bcce757-2d1b-4cb5-b3b9-ceb902487980\"], \"total_duration\": 183.0, \"total_sessions\": 10, \"mean_week_duration\": 1.452}, \"86145\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-12-06 23:00:00.000000+00:00\", \"2020-02-17 15:30:15.000000+00:00\"], \"session_ids\": [\"bc989199-7f3f-47d2-be12-f746e3c1b3c0\", \"5deff0f1-4624-4aa8-8b33-745ea917f334\"], \"total_duration\": 202.0, \"total_sessions\": 2, \"mean_week_duration\": 2.149}, \"23464\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-12-14 21:42:50.000000+00:00\", \"2021-02-27 21:49:04.000000+00:00\", \"2022-03-17 08:01:41.000000+00:00\", \"2020-09-23 00:36:23.000000+00:00\", \"2021-08-22 05:05:36.000000+00:00\", \"2020-01-16 12:33:24.000000+00:00\", \"2022-09-29 23:53:17.000000+00:00\", \"2021-04-11 23:45:24.000000+00:00\", \"2022-12-25 15:25:37.000000+00:00\", \"2021-06-24 06:37:26.000000+00:00\", \"2020-06-04 20:44:17.000000+00:00\"], \"session_ids\": [\"9bdef309-a7b4-47b7-ac68-c2db7ed2e7c4\", \"3c74859f-dc49-4ffa-9e67-dc623cd78360\", \"3b10672a-d891-4462-9a06-9cd397d82b25\", \"8a2134dd-26f6-4651-9899-ba632ee1dfe6\", \"1d5c36a0-b612-4a20-b04c-d2e3c64cd963\", \"ca16d237-9812-4d13-9d71-5d819eee378e\", \"6745b472-c10e-4be5-88e6-4aef83570eae\", \"ba45557f-e6f3-4310-90f4-db08187aa909\", \"70045f7c-0904-4a56-8aa0-32062ad48c7a\", \"e92a3d92-a1f9-4c40-84d2-bf42b3fd54a5\", \"6c3680b0-1c3e-4c45-bbb1-e28f44644b7d\"], \"total_duration\": 777.0, \"total_sessions\": 11, \"mean_week_duration\": 5.045}, \"50385\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-06-09 05:33:55.000000+00:00\", \"2020-08-22 17:00:13.000000+00:00\"], \"session_ids\": [\"f06d2f97-1968-4483-80e5-75fd9f2bb6fe\", \"d487fabe-ae94-414a-9e2c-79676859736a\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 0.76}, \"30388\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2022-08-06 01:45:22.000000+00:00\", \"2022-04-06 21:32:05.000000+00:00\", \"2019-02-02 07:54:30.000000+00:00\"], \"session_ids\": [\"77ff72c1-4ab0-46c1-93c8-8e70efae8701\", \"ea72af5e-d3c7-4ba8-8dfe-0fe6a00b88da\", \"2de7cdbc-9c6c-4d16-bb8c-83ce4fb8f06f\"], \"total_duration\": 1081.0, \"total_sessions\": 3, \"mean_week_duration\": 5.907}, \"63221\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 7, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-06-26 23:47:50.000000+00:00\", \"2020-02-17 09:12:10.000000+00:00\"], \"session_ids\": [\"471d8301-66e6-4d6d-a5c4-81a44007e200\", \"c466d42b-d57c-4a86-b3c9-3101dc554988\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 8.053}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"50385\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-06-09 05:33:55.000000+00:00\", \"2020-08-22 17:00:13.000000+00:00\"], \"session_ids\": [\"f06d2f97-1968-4483-80e5-75fd9f2bb6fe\", \"d487fabe-ae94-414a-9e2c-79676859736a\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 0.76}}, {\"61252\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-07-24 03:42:12.000000+00:00\", \"2019-05-02 03:02:06.000000+00:00\", \"2020-07-13 19:17:14.000000+00:00\", \"2021-07-03 05:01:34.000000+00:00\", \"2021-07-28 20:07:35.000000+00:00\", \"2021-09-29 08:36:56.000000+00:00\", \"2021-03-26 05:48:36.000000+00:00\", \"2021-06-05 23:20:22.000000+00:00\", \"2020-09-13 23:55:06.000000+00:00\", \"2020-06-08 02:18:56.000000+00:00\"], \"session_ids\": [\"b52277c8-4763-463a-b06b-9b813a52ea43\", \"95d5e484-bd4c-439f-aba4-0a598fe128df\", \"6dda7552-79e6-4ff8-8e93-c754afe6b1c9\", \"631267ec-a3a2-44da-8f49-959abc948ef8\", \"970ac458-93d4-4c3a-b342-1ee984bf058b\", \"2aaa5b17-7b20-4e0c-86db-4157116fc9b0\", \"2cf74521-5a4f-4226-bb10-d3404b961b2f\", \"d6ef13c8-3c8b-47a2-9bca-9be97bfd6da9\", \"6c63e27a-3616-411c-9c2e-e7fc589551ce\", \"8bcce757-2d1b-4cb5-b3b9-ceb902487980\"], \"total_duration\": 183.0, \"total_sessions\": 10, \"mean_week_duration\": 1.452}}, {\"52171\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-04-06 21:42:50.000000+00:00\", \"2022-12-22 05:30:32.000000+00:00\", \"2019-04-09 14:31:33.000000+00:00\", \"2019-10-27 19:44:47.000000+00:00\", \"2021-08-22 20:11:53.000000+00:00\", \"2019-11-26 05:07:05.000000+00:00\"], \"session_ids\": [\"89953b33-bc78-4fec-b9e6-778d139529d1\", \"2228974d-2d99-4021-8c04-9aa2f7e6dada\", \"1cedc9c2-b8e5-4bb7-a92d-742d192f00db\", \"6addf258-fce3-4d22-8bc5-49ef3933afd5\", \"ecb49a65-9ef0-4c98-8ef7-424d01bf39ad\", \"f5eca104-a6ec-4636-add4-bd3b04ff91b4\"], \"total_duration\": 406.0, \"total_sessions\": 6, \"mean_week_duration\": 2.093}}, {\"86145\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-12-06 23:00:00.000000+00:00\", \"2020-02-17 15:30:15.000000+00:00\"], \"session_ids\": [\"bc989199-7f3f-47d2-be12-f746e3c1b3c0\", \"5deff0f1-4624-4aa8-8b33-745ea917f334\"], \"total_duration\": 202.0, \"total_sessions\": 2, \"mean_week_duration\": 2.149}}, {\"96856\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-10-24 13:02:11.000000+00:00\", \"2020-01-02 03:57:26.000000+00:00\"], \"session_ids\": [\"41a37407-b872-4d07-ae7b-06e25cd575ef\", \"16014a4c-9678-43c6-8d7a-b92196e36593\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 2.558}}, {\"76697\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 5, \"Edit User Message Flow\": 4}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-04-28 06:26:02.000000+00:00\", \"2019-07-19 15:41:53.000000+00:00\"], \"session_ids\": [\"ff70bc9c-29ec-472e-ad9e-e56ac02182d2\", \"e0fbad7c-3890-47ca-b565-2556b5343ccd\"], \"total_duration\": 404.0, \"total_sessions\": 2, \"mean_week_duration\": 2.786}}, {\"98702\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-12-09 23:50:55.000000+00:00\", \"2019-04-04 01:10:10.000000+00:00\", \"2021-04-05 09:37:15.000000+00:00\"], \"session_ids\": [\"cae0b957-ef77-4403-8d5f-497c69695203\", \"ebac023e-4f2c-4377-a589-022d5992779e\", \"abb10198-7200-43bd-9649-f57b7cdae5c6\"], \"total_duration\": 932.0, \"total_sessions\": 3, \"mean_week_duration\": 4.829}}, {\"23464\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-12-14 21:42:50.000000+00:00\", \"2021-02-27 21:49:04.000000+00:00\", \"2022-03-17 08:01:41.000000+00:00\", \"2020-09-23 00:36:23.000000+00:00\", \"2021-08-22 05:05:36.000000+00:00\", \"2020-01-16 12:33:24.000000+00:00\", \"2022-09-29 23:53:17.000000+00:00\", \"2021-04-11 23:45:24.000000+00:00\", \"2022-12-25 15:25:37.000000+00:00\", \"2021-06-24 06:37:26.000000+00:00\", \"2020-06-04 20:44:17.000000+00:00\"], \"session_ids\": [\"9bdef309-a7b4-47b7-ac68-c2db7ed2e7c4\", \"3c74859f-dc49-4ffa-9e67-dc623cd78360\", \"3b10672a-d891-4462-9a06-9cd397d82b25\", \"8a2134dd-26f6-4651-9899-ba632ee1dfe6\", \"1d5c36a0-b612-4a20-b04c-d2e3c64cd963\", \"ca16d237-9812-4d13-9d71-5d819eee378e\", \"6745b472-c10e-4be5-88e6-4aef83570eae\", \"ba45557f-e6f3-4310-90f4-db08187aa909\", \"70045f7c-0904-4a56-8aa0-32062ad48c7a\", \"e92a3d92-a1f9-4c40-84d2-bf42b3fd54a5\", \"6c3680b0-1c3e-4c45-bbb1-e28f44644b7d\"], \"total_duration\": 777.0, \"total_sessions\": 11, \"mean_week_duration\": 5.045}}, {\"30388\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2022-08-06 01:45:22.000000+00:00\", \"2022-04-06 21:32:05.000000+00:00\", \"2019-02-02 07:54:30.000000+00:00\"], \"session_ids\": [\"77ff72c1-4ab0-46c1-93c8-8e70efae8701\", \"ea72af5e-d3c7-4ba8-8dfe-0fe6a00b88da\", \"2de7cdbc-9c6c-4d16-bb8c-83ce4fb8f06f\"], \"total_duration\": 1081.0, \"total_sessions\": 3, \"mean_week_duration\": 5.907}}, {\"63221\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 7, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-06-26 23:47:50.000000+00:00\", \"2020-02-17 09:12:10.000000+00:00\"], \"session_ids\": [\"471d8301-66e6-4d6d-a5c4-81a44007e200\", \"c466d42b-d57c-4a86-b3c9-3101dc554988\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 8.053}}]\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[{\"50385\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-06-09 05:33:55.000000+00:00\", \"2020-08-22 17:00:13.000000+00:00\"], \"session_ids\": [\"f06d2f97-1968-4483-80e5-75fd9f2bb6fe\", \"d487fabe-ae94-414a-9e2c-79676859736a\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 0.76}}, {\"61252\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-07-24 03:42:12.000000+00:00\", \"2019-05-02 03:02:06.000000+00:00\", \"2020-07-13 19:17:14.000000+00:00\", \"2021-07-03 05:01:34.000000+00:00\", \"2021-07-28 20:07:35.000000+00:00\", \"2021-09-29 08:36:56.000000+00:00\", \"2021-03-26 05:48:36.000000+00:00\", \"2021-06-05 23:20:22.000000+00:00\", \"2020-09-13 23:55:06.000000+00:00\", \"2020-06-08 02:18:56.000000+00:00\"], \"session_ids\": [\"b52277c8-4763-463a-b06b-9b813a52ea43\", \"95d5e484-bd4c-439f-aba4-0a598fe128df\", \"6dda7552-79e6-4ff8-8e93-c754afe6b1c9\", \"631267ec-a3a2-44da-8f49-959abc948ef8\", \"970ac458-93d4-4c3a-b342-1ee984bf058b\", \"2aaa5b17-7b20-4e0c-86db-4157116fc9b0\", \"2cf74521-5a4f-4226-bb10-d3404b961b2f\", \"d6ef13c8-3c8b-47a2-9bca-9be97bfd6da9\", \"6c63e27a-3616-411c-9c2e-e7fc589551ce\", \"8bcce757-2d1b-4cb5-b3b9-ceb902487980\"], \"total_duration\": 183.0, \"total_sessions\": 10, \"mean_week_duration\": 1.452}}, {\"52171\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-04-06 21:42:50.000000+00:00\", \"2022-12-22 05:30:32.000000+00:00\", \"2019-04-09 14:31:33.000000+00:00\", \"2019-10-27 19:44:47.000000+00:00\", \"2021-08-22 20:11:53.000000+00:00\", \"2019-11-26 05:07:05.000000+00:00\"], \"session_ids\": [\"89953b33-bc78-4fec-b9e6-778d139529d1\", \"2228974d-2d99-4021-8c04-9aa2f7e6dada\", \"1cedc9c2-b8e5-4bb7-a92d-742d192f00db\", \"6addf258-fce3-4d22-8bc5-49ef3933afd5\", \"ecb49a65-9ef0-4c98-8ef7-424d01bf39ad\", \"f5eca104-a6ec-4636-add4-bd3b04ff91b4\"], \"total_duration\": 406.0, \"total_sessions\": 6, \"mean_week_duration\": 2.093}}]\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[{\"50385\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-06-09 05:33:55.000000+00:00\", \"2020-08-22 17:00:13.000000+00:00\"], \"session_ids\": [\"f06d2f97-1968-4483-80e5-75fd9f2bb6fe\", \"d487fabe-ae94-414a-9e2c-79676859736a\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 0.76}}, {\"61252\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-07-24 03:42:12.000000+00:00\", \"2019-05-02 03:02:06.000000+00:00\", \"2020-07-13 19:17:14.000000+00:00\", \"2021-07-03 05:01:34.000000+00:00\", \"2021-07-28 20:07:35.000000+00:00\", \"2021-09-29 08:36:56.000000+00:00\", \"2021-03-26 05:48:36.000000+00:00\", \"2021-06-05 23:20:22.000000+00:00\", \"2020-09-13 23:55:06.000000+00:00\", \"2020-06-08 02:18:56.000000+00:00\"], \"session_ids\": [\"b52277c8-4763-463a-b06b-9b813a52ea43\", \"95d5e484-bd4c-439f-aba4-0a598fe128df\", \"6dda7552-79e6-4ff8-8e93-c754afe6b1c9\", \"631267ec-a3a2-44da-8f49-959abc948ef8\", \"970ac458-93d4-4c3a-b342-1ee984bf058b\", \"2aaa5b17-7b20-4e0c-86db-4157116fc9b0\", \"2cf74521-5a4f-4226-bb10-d3404b961b2f\", \"d6ef13c8-3c8b-47a2-9bca-9be97bfd6da9\", \"6c63e27a-3616-411c-9c2e-e7fc589551ce\", \"8bcce757-2d1b-4cb5-b3b9-ceb902487980\"], \"total_duration\": 183.0, \"total_sessions\": 10, \"mean_week_duration\": 1.452}}, {\"52171\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-04-06 21:42:50.000000+00:00\", \"2022-12-22 05:30:32.000000+00:00\", \"2019-04-09 14:31:33.000000+00:00\", \"2019-10-27 19:44:47.000000+00:00\", \"2021-08-22 20:11:53.000000+00:00\", \"2019-11-26 05:07:05.000000+00:00\"], \"session_ids\": [\"89953b33-bc78-4fec-b9e6-778d139529d1\", \"2228974d-2d99-4021-8c04-9aa2f7e6dada\", \"1cedc9c2-b8e5-4bb7-a92d-742d192f00db\", \"6addf258-fce3-4d22-8bc5-49ef3933afd5\", \"ecb49a65-9ef0-4c98-8ef7-424d01bf39ad\", \"f5eca104-a6ec-4636-add4-bd3b04ff91b4\"], \"total_duration\": 406.0, \"total_sessions\": 6, \"mean_week_duration\": 2.093}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about users whose aver of time using the app per week exceeds 20 while staying below 47, exclusively 47 plus apply sorting by town name in asc order."
}
] |
[
{
"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{\"25822\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-05-26 23:49:21.000000+00:00\", \"2020-07-29 17:41:15.000000+00:00\", \"2020-10-11 08:00:14.000000+00:00\", \"2019-02-03 18:08:00.000000+00:00\", \"2023-02-17 14:38:48.000000+00:00\"], \"session_ids\": [\"a08baa8a-de97-49b7-b38a-c65273954d8b\", \"87c76ded-78da-4231-b40c-ecb5f7d6fa11\", \"82f2e48c-fda1-4fdc-b2a9-ee6eb89a079c\", \"ecb6fe2c-f60e-4c74-88cb-c9457060c0c5\", \"b86d3430-57ae-4b14-bcdd-bf7d8b877a25\"], \"total_duration\": 381.0, \"total_sessions\": 5, \"mean_week_duration\": 1.806}, \"52981\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-04-25 17:17:46.000000+00:00\", \"2019-03-30 11:43:12.000000+00:00\"], \"session_ids\": [\"24024855-fea3-433f-9c0e-c650b627e9d9\", \"b72c279d-ff18-46f3-8af5-46f45ae96855\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 111.25}, \"67030\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-06-11 07:55:07.000000+00:00\", \"2021-04-30 18:30:48.000000+00:00\", \"2022-02-18 18:45:43.000000+00:00\"], \"session_ids\": [\"1ae776f7-e0a8-41c4-b192-ad147da6c5ad\", \"7fe14883-a692-422b-9402-fc82bfab45eb\", \"3dbcc30c-0e50-4524-90bb-e05ff7bcbb71\"], \"total_duration\": 866.0, \"total_sessions\": 3, \"mean_week_duration\": 6.142}, \"17916\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-01-01 02:41:17.000000+00:00\", \"2019-12-23 05:28:00.000000+00:00\", \"2021-10-24 05:20:50.000000+00:00\", \"2021-05-30 22:18:30.000000+00:00\", \"2021-05-24 07:00:41.000000+00:00\", \"2019-10-17 21:01:39.000000+00:00\"], \"session_ids\": [\"e10206fb-c4c2-4fa3-af94-16146178e4a3\", \"70190ffe-63d0-4256-a7af-64e69dbf9aa0\", \"857c55e0-1bc9-4c21-925f-8464dd697c61\", \"331ef61f-0003-46d7-a2bd-72b3113c07ff\", \"f4d5c1be-8712-4631-9ff8-c8cdcd2a8c23\", \"bb2f1150-bfff-4799-8749-2e13f7a6ebca\"], \"total_duration\": 488.0, \"total_sessions\": 6, \"mean_week_duration\": 4.207}, \"11549\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-06-17 07:42:14.000000+00:00\", \"2022-03-23 13:41:33.000000+00:00\"], \"session_ids\": [\"3881f280-98c3-416d-9b76-78efbb7e78c3\", \"15d37f0a-770e-42c9-a18e-635c4b6959b6\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 1.457}, \"71938\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-04-20 08:06:41.000000+00:00\", \"2023-02-19 00:08:10.000000+00:00\", \"2022-12-08 22:29:36.000000+00:00\", \"2020-06-15 03:20:33.000000+00:00\"], \"session_ids\": [\"594aebb0-7c1d-4f91-8dad-932db5acaa35\", \"e4aed6c9-a6c3-4ea6-a9b2-8db51cac5bea\", \"bd68e782-a97e-4575-ab17-b7580d08d65f\", \"28ee9df7-d001-4777-ae52-7fd9075aaad9\"], \"total_duration\": 1497.0, \"total_sessions\": 4, \"mean_week_duration\": 10.047}, \"99614\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-02-19 05:22:08.000000+00:00\", \"2020-01-17 08:40:43.000000+00:00\"], \"session_ids\": [\"6097de26-6daa-4d77-b81b-d77282e4851f\", \"38a7afc6-0642-402e-9a2b-de82c8de0b75\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.394}, \"29672\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-07-31 21:36:11.000000+00:00\", \"2022-09-25 11:56:13.000000+00:00\", \"2022-09-19 08:59:32.000000+00:00\", \"2020-07-16 20:28:34.000000+00:00\", \"2019-06-05 12:46:24.000000+00:00\", \"2020-08-11 09:21:36.000000+00:00\", \"2021-11-28 04:30:12.000000+00:00\", \"2021-09-04 19:25:35.000000+00:00\", \"2020-11-21 00:04:03.000000+00:00\", \"2020-05-30 12:35:52.000000+00:00\", \"2019-08-07 01:49:28.000000+00:00\"], \"session_ids\": [\"90296077-562e-4579-9a78-6d9fa080ab64\", \"26471a26-e4ee-4cb8-8d4d-2402108182e0\", \"bbc51c23-e80a-4b95-a866-c11a6daaa449\", \"4c0a65a3-f67d-4946-836a-581d76e1eb2e\", \"18fcd0b8-0313-47f1-afbe-b7cb73a33268\", \"9e28b57d-0ab5-4711-a127-73efc7364f48\", \"7b3cd913-9e98-4200-b8ba-50b7b64496c2\", \"b0e0ec96-93d7-4806-ae94-e010ffd3dd8e\", \"12b068c9-d5d0-4225-aa93-602e2b1cb928\", \"ef30d157-ecf0-409e-a7df-86e995d7d9b1\", \"e4fdee18-c8a5-4d93-8d73-267e6b7a72a4\"], \"total_duration\": 960.0, \"total_sessions\": 11, \"mean_week_duration\": 5.549}, \"31634\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Athens\", \"datetimes\": [\"2023-03-11 01:46:41.000000+00:00\", \"2019-03-28 18:02:55.000000+00:00\", \"2021-03-01 23:28:26.000000+00:00\", \"2021-12-29 18:56:23.000000+00:00\", \"2021-01-22 09:56:32.000000+00:00\", \"2020-07-15 14:57:18.000000+00:00\", \"2020-07-12 16:56:00.000000+00:00\"], \"session_ids\": [\"dd8e293c-7e60-417f-aa68-29e157832252\", \"7ceca35e-f4de-4b28-b74c-d527bbadfcb3\", \"fd4b24d2-e464-4276-9d81-0906b1183fbb\", \"ef7b70be-7afe-4dca-b585-2b290ecb406e\", \"82750adf-4932-4b86-88f7-c42d514ab5ae\", \"cc50b4c5-632e-4526-bd57-8809a1ecea89\", \"7d9924f0-c1b6-404a-9250-f464be588474\"], \"total_duration\": 418.0, \"total_sessions\": 7, \"mean_week_duration\": 2.019}, \"78565\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-04-14 21:50:35.000000+00:00\", \"2021-08-20 09:14:12.000000+00:00\"], \"session_ids\": [\"7eb12471-caf3-4819-ac6e-ec9d333f3d08\", \"6fcfca80-5a81-4f3c-850d-975981284e56\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 1.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or greater than 20 and are less than 47"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[20, 47]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to 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": "Share insights on 4 users who have overall total duration bigger than 3067 and smaller than 780 (not including) + do sorting by overall total sessions in ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"13103\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-11-05 06:45:44.000000+00:00\", \"2022-04-23 10:49:54.000000+00:00\"], \"session_ids\": [\"c6daba4f-8339-4aa3-aaef-daf21a172d88\", \"63079d6f-58a6-4e9b-bc85-9a0fd6843c5d\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}, \"74289\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-07-18 17:15:25.000000+00:00\", \"2023-04-16 13:45:53.000000+00:00\", \"2021-08-29 10:50:39.000000+00:00\", \"2021-08-27 14:16:15.000000+00:00\"], \"session_ids\": [\"a8bce0d0-c408-4702-8002-37ae75660b90\", \"22d7aa1f-6235-4848-ac8d-d4b4f278470e\", \"4b9bf0a3-3bba-40fd-ac24-b8cbff9b172c\", \"4417d22a-5cfc-450f-834c-c3aea7c033bb\"], \"total_duration\": 408.0, \"total_sessions\": 4, \"mean_week_duration\": 2.853}, \"49852\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-07-31 07:38:59.000000+00:00\", \"2022-10-31 09:25:23.000000+00:00\", \"2019-04-17 20:22:18.000000+00:00\", \"2022-07-10 22:38:57.000000+00:00\"], \"session_ids\": [\"ecb20516-d9de-4c2d-8a08-c25b60cd71de\", \"8825afea-df46-4c8d-8032-95a05c157286\", \"91bd43a9-d1d7-495b-b9a9-b753e55efc6e\", \"30562ff7-5656-41eb-a216-384219af7b10\"], \"total_duration\": 342.0, \"total_sessions\": 4, \"mean_week_duration\": 1.849}, \"18341\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-10-23 09:58:16.000000+00:00\", \"2020-06-16 11:45:42.000000+00:00\"], \"session_ids\": [\"ba17f757-7782-415c-95df-e3cc5ffa9e7f\", \"213d12ab-334b-4134-a2e1-5d4afd46507f\"], \"total_duration\": 307.0, \"total_sessions\": 2, \"mean_week_duration\": 9.029}, \"85465\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-08 19:23:49.000000+00:00\", \"2021-11-20 18:24:19.000000+00:00\"], \"session_ids\": [\"29f48aff-1d1b-4e35-a235-6d6dfd12d2ad\", \"9aa1aee9-621b-4062-8bf9-4547fffb286a\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.515}, \"15892\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-08 20:30:03.000000+00:00\", \"2022-04-11 14:14:54.000000+00:00\"], \"session_ids\": [\"73297f9d-f9c3-461f-bd68-cc5fbe71dc13\", \"b16f0f94-80ca-44d2-a105-b034882e6590\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.704}, \"45914\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-07-17 23:25:13.000000+00:00\", \"2020-08-21 22:18:28.000000+00:00\", \"2022-01-07 06:05:40.000000+00:00\"], \"session_ids\": [\"084f9bea-b564-4a30-a56c-72f972149948\", \"abd06d7b-8359-41d0-9b53-cba53d0a242a\", \"1b305621-8e05-44bb-9759-1c568965c119\"], \"total_duration\": 290.0, \"total_sessions\": 3, \"mean_week_duration\": 2.9}, \"89661\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-06-01 15:26:39.000000+00:00\", \"2020-04-14 05:36:14.000000+00:00\"], \"session_ids\": [\"3feef559-e55a-4019-84c7-15aca5c34362\", \"8ff4b5f4-f1b5-45d1-87a0-3b0e061e68b7\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.78}, \"80501\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-01-14 12:29:17.000000+00:00\", \"2020-06-01 19:20:11.000000+00:00\", \"2022-11-26 18:13:04.000000+00:00\"], \"session_ids\": [\"db02a772-6f7b-4de5-bcdc-27031736ac3b\", \"64c691bb-608d-40d2-8310-dfd0316ef6c5\", \"597b79b2-4a01-4250-ba14-80c6b5e16522\"], \"total_duration\": 853.0, \"total_sessions\": 3, \"mean_week_duration\": 6.562}, \"46518\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-01-14 04:40:35.000000+00:00\", \"2019-07-31 04:39:25.000000+00:00\", \"2019-07-21 13:40:58.000000+00:00\"], \"session_ids\": [\"44ad4eff-b09e-41c2-81cf-ee7a12a8dff9\", \"9f0eeaa9-f610-430b-8404-068190a45dee\", \"196669d3-3e1c-419b-8110-87bb679da1fa\"], \"total_duration\": 190.0, \"total_sessions\": 3, \"mean_week_duration\": 7.308}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are less than 780 and are equal or greater than 3067"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_duration\": [[780, 3067]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"13103\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-11-05 06:45:44.000000+00:00\", \"2022-04-23 10:49:54.000000+00:00\"], \"session_ids\": [\"c6daba4f-8339-4aa3-aaef-daf21a172d88\", \"63079d6f-58a6-4e9b-bc85-9a0fd6843c5d\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}, \"74289\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-07-18 17:15:25.000000+00:00\", \"2023-04-16 13:45:53.000000+00:00\", \"2021-08-29 10:50:39.000000+00:00\", \"2021-08-27 14:16:15.000000+00:00\"], \"session_ids\": [\"a8bce0d0-c408-4702-8002-37ae75660b90\", \"22d7aa1f-6235-4848-ac8d-d4b4f278470e\", \"4b9bf0a3-3bba-40fd-ac24-b8cbff9b172c\", \"4417d22a-5cfc-450f-834c-c3aea7c033bb\"], \"total_duration\": 408.0, \"total_sessions\": 4, \"mean_week_duration\": 2.853}, \"49852\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-07-31 07:38:59.000000+00:00\", \"2022-10-31 09:25:23.000000+00:00\", \"2019-04-17 20:22:18.000000+00:00\", \"2022-07-10 22:38:57.000000+00:00\"], \"session_ids\": [\"ecb20516-d9de-4c2d-8a08-c25b60cd71de\", \"8825afea-df46-4c8d-8032-95a05c157286\", \"91bd43a9-d1d7-495b-b9a9-b753e55efc6e\", \"30562ff7-5656-41eb-a216-384219af7b10\"], \"total_duration\": 342.0, \"total_sessions\": 4, \"mean_week_duration\": 1.849}, \"18341\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-10-23 09:58:16.000000+00:00\", \"2020-06-16 11:45:42.000000+00:00\"], \"session_ids\": [\"ba17f757-7782-415c-95df-e3cc5ffa9e7f\", \"213d12ab-334b-4134-a2e1-5d4afd46507f\"], \"total_duration\": 307.0, \"total_sessions\": 2, \"mean_week_duration\": 9.029}, \"85465\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-08 19:23:49.000000+00:00\", \"2021-11-20 18:24:19.000000+00:00\"], \"session_ids\": [\"29f48aff-1d1b-4e35-a235-6d6dfd12d2ad\", \"9aa1aee9-621b-4062-8bf9-4547fffb286a\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.515}, \"15892\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-08 20:30:03.000000+00:00\", \"2022-04-11 14:14:54.000000+00:00\"], \"session_ids\": [\"73297f9d-f9c3-461f-bd68-cc5fbe71dc13\", \"b16f0f94-80ca-44d2-a105-b034882e6590\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.704}, \"45914\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-07-17 23:25:13.000000+00:00\", \"2020-08-21 22:18:28.000000+00:00\", \"2022-01-07 06:05:40.000000+00:00\"], \"session_ids\": [\"084f9bea-b564-4a30-a56c-72f972149948\", \"abd06d7b-8359-41d0-9b53-cba53d0a242a\", \"1b305621-8e05-44bb-9759-1c568965c119\"], \"total_duration\": 290.0, \"total_sessions\": 3, \"mean_week_duration\": 2.9}, \"89661\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-06-01 15:26:39.000000+00:00\", \"2020-04-14 05:36:14.000000+00:00\"], \"session_ids\": [\"3feef559-e55a-4019-84c7-15aca5c34362\", \"8ff4b5f4-f1b5-45d1-87a0-3b0e061e68b7\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.78}, \"46518\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-01-14 04:40:35.000000+00:00\", \"2019-07-31 04:39:25.000000+00:00\", \"2019-07-21 13:40:58.000000+00:00\"], \"session_ids\": [\"44ad4eff-b09e-41c2-81cf-ee7a12a8dff9\", \"9f0eeaa9-f610-430b-8404-068190a45dee\", \"196669d3-3e1c-419b-8110-87bb679da1fa\"], \"total_duration\": 190.0, \"total_sessions\": 3, \"mean_week_duration\": 7.308}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"13103\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-11-05 06:45:44.000000+00:00\", \"2022-04-23 10:49:54.000000+00:00\"], \"session_ids\": [\"c6daba4f-8339-4aa3-aaef-daf21a172d88\", \"63079d6f-58a6-4e9b-bc85-9a0fd6843c5d\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}, {\"18341\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-10-23 09:58:16.000000+00:00\", \"2020-06-16 11:45:42.000000+00:00\"], \"session_ids\": [\"ba17f757-7782-415c-95df-e3cc5ffa9e7f\", \"213d12ab-334b-4134-a2e1-5d4afd46507f\"], \"total_duration\": 307.0, \"total_sessions\": 2, \"mean_week_duration\": 9.029}}, {\"85465\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-08 19:23:49.000000+00:00\", \"2021-11-20 18:24:19.000000+00:00\"], \"session_ids\": [\"29f48aff-1d1b-4e35-a235-6d6dfd12d2ad\", \"9aa1aee9-621b-4062-8bf9-4547fffb286a\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.515}}, {\"15892\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-08 20:30:03.000000+00:00\", \"2022-04-11 14:14:54.000000+00:00\"], \"session_ids\": [\"73297f9d-f9c3-461f-bd68-cc5fbe71dc13\", \"b16f0f94-80ca-44d2-a105-b034882e6590\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.704}}, {\"89661\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-06-01 15:26:39.000000+00:00\", \"2020-04-14 05:36:14.000000+00:00\"], \"session_ids\": [\"3feef559-e55a-4019-84c7-15aca5c34362\", \"8ff4b5f4-f1b5-45d1-87a0-3b0e061e68b7\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.78}}, {\"45914\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-07-17 23:25:13.000000+00:00\", \"2020-08-21 22:18:28.000000+00:00\", \"2022-01-07 06:05:40.000000+00:00\"], \"session_ids\": [\"084f9bea-b564-4a30-a56c-72f972149948\", \"abd06d7b-8359-41d0-9b53-cba53d0a242a\", \"1b305621-8e05-44bb-9759-1c568965c119\"], \"total_duration\": 290.0, \"total_sessions\": 3, \"mean_week_duration\": 2.9}}, {\"46518\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-01-14 04:40:35.000000+00:00\", \"2019-07-31 04:39:25.000000+00:00\", \"2019-07-21 13:40:58.000000+00:00\"], \"session_ids\": [\"44ad4eff-b09e-41c2-81cf-ee7a12a8dff9\", \"9f0eeaa9-f610-430b-8404-068190a45dee\", \"196669d3-3e1c-419b-8110-87bb679da1fa\"], \"total_duration\": 190.0, \"total_sessions\": 3, \"mean_week_duration\": 7.308}}, {\"74289\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-07-18 17:15:25.000000+00:00\", \"2023-04-16 13:45:53.000000+00:00\", \"2021-08-29 10:50:39.000000+00:00\", \"2021-08-27 14:16:15.000000+00:00\"], \"session_ids\": [\"a8bce0d0-c408-4702-8002-37ae75660b90\", \"22d7aa1f-6235-4848-ac8d-d4b4f278470e\", \"4b9bf0a3-3bba-40fd-ac24-b8cbff9b172c\", \"4417d22a-5cfc-450f-834c-c3aea7c033bb\"], \"total_duration\": 408.0, \"total_sessions\": 4, \"mean_week_duration\": 2.853}}, {\"49852\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-07-31 07:38:59.000000+00:00\", \"2022-10-31 09:25:23.000000+00:00\", \"2019-04-17 20:22:18.000000+00:00\", \"2022-07-10 22:38:57.000000+00:00\"], \"session_ids\": [\"ecb20516-d9de-4c2d-8a08-c25b60cd71de\", \"8825afea-df46-4c8d-8032-95a05c157286\", \"91bd43a9-d1d7-495b-b9a9-b753e55efc6e\", \"30562ff7-5656-41eb-a216-384219af7b10\"], \"total_duration\": 342.0, \"total_sessions\": 4, \"mean_week_duration\": 1.849}}]\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[{\"13103\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-11-05 06:45:44.000000+00:00\", \"2022-04-23 10:49:54.000000+00:00\"], \"session_ids\": [\"c6daba4f-8339-4aa3-aaef-daf21a172d88\", \"63079d6f-58a6-4e9b-bc85-9a0fd6843c5d\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}, {\"18341\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-10-23 09:58:16.000000+00:00\", \"2020-06-16 11:45:42.000000+00:00\"], \"session_ids\": [\"ba17f757-7782-415c-95df-e3cc5ffa9e7f\", \"213d12ab-334b-4134-a2e1-5d4afd46507f\"], \"total_duration\": 307.0, \"total_sessions\": 2, \"mean_week_duration\": 9.029}}, {\"85465\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-08 19:23:49.000000+00:00\", \"2021-11-20 18:24:19.000000+00:00\"], \"session_ids\": [\"29f48aff-1d1b-4e35-a235-6d6dfd12d2ad\", \"9aa1aee9-621b-4062-8bf9-4547fffb286a\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.515}}, {\"15892\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-08 20:30:03.000000+00:00\", \"2022-04-11 14:14:54.000000+00:00\"], \"session_ids\": [\"73297f9d-f9c3-461f-bd68-cc5fbe71dc13\", \"b16f0f94-80ca-44d2-a105-b034882e6590\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.704}}]\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[{\"13103\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-11-05 06:45:44.000000+00:00\", \"2022-04-23 10:49:54.000000+00:00\"], \"session_ids\": [\"c6daba4f-8339-4aa3-aaef-daf21a172d88\", \"63079d6f-58a6-4e9b-bc85-9a0fd6843c5d\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}, {\"18341\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-10-23 09:58:16.000000+00:00\", \"2020-06-16 11:45:42.000000+00:00\"], \"session_ids\": [\"ba17f757-7782-415c-95df-e3cc5ffa9e7f\", \"213d12ab-334b-4134-a2e1-5d4afd46507f\"], \"total_duration\": 307.0, \"total_sessions\": 2, \"mean_week_duration\": 9.029}}, {\"85465\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-08 19:23:49.000000+00:00\", \"2021-11-20 18:24:19.000000+00:00\"], \"session_ids\": [\"29f48aff-1d1b-4e35-a235-6d6dfd12d2ad\", \"9aa1aee9-621b-4062-8bf9-4547fffb286a\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.515}}, {\"15892\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-08 20:30:03.000000+00:00\", \"2022-04-11 14:14:54.000000+00:00\"], \"session_ids\": [\"73297f9d-f9c3-461f-bd68-cc5fbe71dc13\", \"b16f0f94-80ca-44d2-a105-b034882e6590\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.704}}]\n```\n\n```\n"
}
] |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.