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{\"82685\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-24 21:04:14.000000+00:00\", \"2019-04-18 23:41:04.000000+00:00\", \"2021-05-08 08:40:01.000000+00:00\", \"2019-03-03 02:25:51.000000+00:00\"], \"session_ids\": [\"0c5049a8-464d-4d72-9de1-dbe3ca30f8d4\", \"369ec674-ee4c-4676-a42b-3575a46e99d6\", \"7253f54f-f1e6-4fc0-b808-a284f73c75d3\", \"3b355df8-eda0-4b71-a2cc-aff4cdeaf14b\"], \"total_duration\": 679.0, \"total_sessions\": 4, \"mean_week_duration\": 5.956}, \"58689\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-01-25 00:57:24.000000+00:00\", \"2020-03-21 19:59:08.000000+00:00\", \"2022-01-29 09:43:30.000000+00:00\"], \"session_ids\": [\"e38cd86e-0cd7-45b0-b219-f438e2211f26\", \"e4774e56-ca9d-49bd-ae30-2cb28170caae\", \"9098b66b-1cae-4302-a390-ae4497c9519f\"], \"total_duration\": 51.0, \"total_sessions\": 3, \"mean_week_duration\": 0.323}, \"2996\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-02-25 16:16:50.000000+00:00\", \"2022-02-24 04:29:35.000000+00:00\", \"2022-04-08 13:03:47.000000+00:00\", \"2021-12-30 19:50:26.000000+00:00\", \"2023-06-17 12:32:29.000000+00:00\", \"2019-05-16 04:51:13.000000+00:00\", \"2021-12-09 10:53:22.000000+00:00\", \"2021-06-13 23:28:29.000000+00:00\", \"2019-03-26 12:53:20.000000+00:00\"], \"session_ids\": [\"ca39ff7b-4926-40fd-afc6-78d046446d39\", \"93ea6e50-64e1-4a49-ba3b-e22d86414cbc\", \"59ba96c0-03c0-4beb-afa3-a37e9ba8f8d8\", \"f0d3459c-5197-4a75-99cf-e189cd1b9de0\", \"2d3f3d27-8b2d-4444-bb41-97ab4980f65b\", \"41ec8967-882a-49c4-ab73-809c38fa8330\", \"13361a8e-fa35-4e49-a289-a93d395994e2\", \"65d6f1af-8db7-4cfb-b65c-cfd480e69228\", \"7858de2a-6914-4b91-b922-bdd327475405\"], \"total_duration\": 14768.0, \"total_sessions\": 9, \"mean_week_duration\": 66.824}, \"64125\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-27 19:35:28.000000+00:00\", \"2021-09-26 10:56:37.000000+00:00\", \"2022-11-30 19:32:05.000000+00:00\"], \"session_ids\": [\"557896fe-7a3c-4851-b0d1-f497e7719610\", \"cddd219d-6b8d-44c5-bf97-e47c9f71e9c1\", \"0284f200-d469-4f8b-acac-9a6f06da67b0\"], \"total_duration\": 41.0, \"total_sessions\": 3, \"mean_week_duration\": 0.547}, \"65445\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2023-01-23 23:42:17.000000+00:00\", \"2021-03-20 03:53:36.000000+00:00\"], \"session_ids\": [\"80691e6d-0de5-4a05-a94f-e5bb5ebf5dba\", \"d18d1fa1-3e4b-415f-a0b7-487791a244c4\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 0.66}, \"51694\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-06-30 12:19:44.000000+00:00\", \"2021-09-23 07:45:26.000000+00:00\", \"2021-01-22 03:31:26.000000+00:00\", \"2019-09-24 04:15:44.000000+00:00\", \"2022-09-11 03:33:25.000000+00:00\", \"2021-09-01 07:42:01.000000+00:00\"], \"session_ids\": [\"989e98a9-7af8-4203-97e7-c1908a0fb09c\", \"6d53a5d5-73db-4740-acdf-763559cc198d\", \"63506cae-6fc3-4685-a012-c0683c340b73\", \"0fec82d6-6a21-4a25-9c10-a75b41d74faa\", \"545f56d8-83fa-4156-a5da-a122be576e65\", \"b4788ecf-2b79-4007-83a1-39bdeca84f7b\"], \"total_duration\": 5820.0, \"total_sessions\": 6, \"mean_week_duration\": 37.548}, \"82196\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-13 05:11:52.000000+00:00\", \"2021-05-28 15:12:34.000000+00:00\"], \"session_ids\": [\"dfaeda7d-f70d-4c33-84fa-9aad17614b27\", \"691f16a9-02e9-4d9c-a61e-b4f4b55ef5ed\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 35.333}, \"57136\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-05-26 04:31:36.000000+00:00\", \"2022-03-25 02:35:14.000000+00:00\", \"2020-05-23 09:42:28.000000+00:00\", \"2021-05-31 17:37:38.000000+00:00\"], \"session_ids\": [\"4f9d9454-f082-4bd0-97c2-10e618563f51\", \"67a31560-5708-4681-aff9-5d8a1e036db0\", \"83ef6b07-e4c2-4f60-90a6-32b954092c28\", \"98b4d807-679f-4cef-85dc-d325aad504d2\"], \"total_duration\": 2024.0, \"total_sessions\": 4, \"mean_week_duration\": 19.276}, \"84606\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-10-29 23:04:59.000000+00:00\", \"2020-07-29 18:41:14.000000+00:00\", \"2022-03-12 12:20:17.000000+00:00\", \"2022-09-19 12:40:17.000000+00:00\"], \"session_ids\": [\"937ed5e7-d7af-4299-91ad-86469d52d682\", \"2d239e6a-5f47-466e-92dc-bf1835ef0b80\", \"1a3541c3-be5d-4fe7-9a76-b453edb7b08a\", \"a571e20e-082e-4c51-b758-6fe97f5bb05c\"], \"total_duration\": 368.0, \"total_sessions\": 4, \"mean_week_duration\": 3.119}, \"7464\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-07-14 09:45:04.000000+00:00\", \"2022-10-26 00:22:51.000000+00:00\", \"2022-07-01 10:38:59.000000+00:00\", \"2020-02-15 15:18:06.000000+00:00\", \"2021-04-07 07:11:16.000000+00:00\", \"2021-02-20 21:28:32.000000+00:00\"], \"session_ids\": [\"b15303fe-303f-4b56-b472-5ff26659c963\", \"db91354a-8c42-436b-8c29-75e6e0388ef8\", \"1104b09d-21fe-4395-b64d-aa9834541ee9\", \"d151abcd-9c12-410f-be7a-3ab06ca5c4d1\", \"0925be81-b4c1-48d3-94d8-631dfbfe36eb\", \"0bbcb3f3-bf53-40db-a967-38588186feac\"], \"total_duration\": 395.0, \"total_sessions\": 6, \"mean_week_duration\": 2.297}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or less than 4"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\"]]}, \"all_values\": {\"total_sessions\": [[4, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"82685\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-24 21:04:14.000000+00:00\", \"2019-04-18 23:41:04.000000+00:00\", \"2021-05-08 08:40:01.000000+00:00\", \"2019-03-03 02:25:51.000000+00:00\"], \"session_ids\": [\"0c5049a8-464d-4d72-9de1-dbe3ca30f8d4\", \"369ec674-ee4c-4676-a42b-3575a46e99d6\", \"7253f54f-f1e6-4fc0-b808-a284f73c75d3\", \"3b355df8-eda0-4b71-a2cc-aff4cdeaf14b\"], \"total_duration\": 679.0, \"total_sessions\": 4, \"mean_week_duration\": 5.956}, \"58689\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-01-25 00:57:24.000000+00:00\", \"2020-03-21 19:59:08.000000+00:00\", \"2022-01-29 09:43:30.000000+00:00\"], \"session_ids\": [\"e38cd86e-0cd7-45b0-b219-f438e2211f26\", \"e4774e56-ca9d-49bd-ae30-2cb28170caae\", \"9098b66b-1cae-4302-a390-ae4497c9519f\"], \"total_duration\": 51.0, \"total_sessions\": 3, \"mean_week_duration\": 0.323}, \"64125\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-27 19:35:28.000000+00:00\", \"2021-09-26 10:56:37.000000+00:00\", \"2022-11-30 19:32:05.000000+00:00\"], \"session_ids\": [\"557896fe-7a3c-4851-b0d1-f497e7719610\", \"cddd219d-6b8d-44c5-bf97-e47c9f71e9c1\", \"0284f200-d469-4f8b-acac-9a6f06da67b0\"], \"total_duration\": 41.0, \"total_sessions\": 3, \"mean_week_duration\": 0.547}, \"65445\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2023-01-23 23:42:17.000000+00:00\", \"2021-03-20 03:53:36.000000+00:00\"], \"session_ids\": [\"80691e6d-0de5-4a05-a94f-e5bb5ebf5dba\", \"d18d1fa1-3e4b-415f-a0b7-487791a244c4\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 0.66}, \"82196\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-13 05:11:52.000000+00:00\", \"2021-05-28 15:12:34.000000+00:00\"], \"session_ids\": [\"dfaeda7d-f70d-4c33-84fa-9aad17614b27\", \"691f16a9-02e9-4d9c-a61e-b4f4b55ef5ed\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 35.333}, \"57136\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-05-26 04:31:36.000000+00:00\", \"2022-03-25 02:35:14.000000+00:00\", \"2020-05-23 09:42:28.000000+00:00\", \"2021-05-31 17:37:38.000000+00:00\"], \"session_ids\": [\"4f9d9454-f082-4bd0-97c2-10e618563f51\", \"67a31560-5708-4681-aff9-5d8a1e036db0\", \"83ef6b07-e4c2-4f60-90a6-32b954092c28\", \"98b4d807-679f-4cef-85dc-d325aad504d2\"], \"total_duration\": 2024.0, \"total_sessions\": 4, \"mean_week_duration\": 19.276}, \"84606\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-10-29 23:04:59.000000+00:00\", \"2020-07-29 18:41:14.000000+00:00\", \"2022-03-12 12:20:17.000000+00:00\", \"2022-09-19 12:40:17.000000+00:00\"], \"session_ids\": [\"937ed5e7-d7af-4299-91ad-86469d52d682\", \"2d239e6a-5f47-466e-92dc-bf1835ef0b80\", \"1a3541c3-be5d-4fe7-9a76-b453edb7b08a\", \"a571e20e-082e-4c51-b758-6fe97f5bb05c\"], \"total_duration\": 368.0, \"total_sessions\": 4, \"mean_week_duration\": 3.119}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"82685\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-24 21:04:14.000000+00:00\", \"2019-04-18 23:41:04.000000+00:00\", \"2021-05-08 08:40:01.000000+00:00\", \"2019-03-03 02:25:51.000000+00:00\"], \"session_ids\": [\"0c5049a8-464d-4d72-9de1-dbe3ca30f8d4\", \"369ec674-ee4c-4676-a42b-3575a46e99d6\", \"7253f54f-f1e6-4fc0-b808-a284f73c75d3\", \"3b355df8-eda0-4b71-a2cc-aff4cdeaf14b\"], \"total_duration\": 679.0, \"total_sessions\": 4, \"mean_week_duration\": 5.956}}, {\"57136\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-05-26 04:31:36.000000+00:00\", \"2022-03-25 02:35:14.000000+00:00\", \"2020-05-23 09:42:28.000000+00:00\", \"2021-05-31 17:37:38.000000+00:00\"], \"session_ids\": [\"4f9d9454-f082-4bd0-97c2-10e618563f51\", \"67a31560-5708-4681-aff9-5d8a1e036db0\", \"83ef6b07-e4c2-4f60-90a6-32b954092c28\", \"98b4d807-679f-4cef-85dc-d325aad504d2\"], \"total_duration\": 2024.0, \"total_sessions\": 4, \"mean_week_duration\": 19.276}}, {\"84606\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-10-29 23:04:59.000000+00:00\", \"2020-07-29 18:41:14.000000+00:00\", \"2022-03-12 12:20:17.000000+00:00\", \"2022-09-19 12:40:17.000000+00:00\"], \"session_ids\": [\"937ed5e7-d7af-4299-91ad-86469d52d682\", \"2d239e6a-5f47-466e-92dc-bf1835ef0b80\", \"1a3541c3-be5d-4fe7-9a76-b453edb7b08a\", \"a571e20e-082e-4c51-b758-6fe97f5bb05c\"], \"total_duration\": 368.0, \"total_sessions\": 4, \"mean_week_duration\": 3.119}}, {\"58689\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-01-25 00:57:24.000000+00:00\", \"2020-03-21 19:59:08.000000+00:00\", \"2022-01-29 09:43:30.000000+00:00\"], \"session_ids\": [\"e38cd86e-0cd7-45b0-b219-f438e2211f26\", \"e4774e56-ca9d-49bd-ae30-2cb28170caae\", \"9098b66b-1cae-4302-a390-ae4497c9519f\"], \"total_duration\": 51.0, \"total_sessions\": 3, \"mean_week_duration\": 0.323}}, {\"64125\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-27 19:35:28.000000+00:00\", \"2021-09-26 10:56:37.000000+00:00\", \"2022-11-30 19:32:05.000000+00:00\"], \"session_ids\": [\"557896fe-7a3c-4851-b0d1-f497e7719610\", \"cddd219d-6b8d-44c5-bf97-e47c9f71e9c1\", \"0284f200-d469-4f8b-acac-9a6f06da67b0\"], \"total_duration\": 41.0, \"total_sessions\": 3, \"mean_week_duration\": 0.547}}, {\"65445\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2023-01-23 23:42:17.000000+00:00\", \"2021-03-20 03:53:36.000000+00:00\"], \"session_ids\": [\"80691e6d-0de5-4a05-a94f-e5bb5ebf5dba\", \"d18d1fa1-3e4b-415f-a0b7-487791a244c4\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 0.66}}, {\"82196\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-13 05:11:52.000000+00:00\", \"2021-05-28 15:12:34.000000+00:00\"], \"session_ids\": [\"dfaeda7d-f70d-4c33-84fa-9aad17614b27\", \"691f16a9-02e9-4d9c-a61e-b4f4b55ef5ed\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 35.333}}]\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[{\"82685\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-24 21:04:14.000000+00:00\", \"2019-04-18 23:41:04.000000+00:00\", \"2021-05-08 08:40:01.000000+00:00\", \"2019-03-03 02:25:51.000000+00:00\"], \"session_ids\": [\"0c5049a8-464d-4d72-9de1-dbe3ca30f8d4\", \"369ec674-ee4c-4676-a42b-3575a46e99d6\", \"7253f54f-f1e6-4fc0-b808-a284f73c75d3\", \"3b355df8-eda0-4b71-a2cc-aff4cdeaf14b\"], \"total_duration\": 679.0, \"total_sessions\": 4, \"mean_week_duration\": 5.956}}, {\"57136\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-05-26 04:31:36.000000+00:00\", \"2022-03-25 02:35:14.000000+00:00\", \"2020-05-23 09:42:28.000000+00:00\", \"2021-05-31 17:37:38.000000+00:00\"], \"session_ids\": [\"4f9d9454-f082-4bd0-97c2-10e618563f51\", \"67a31560-5708-4681-aff9-5d8a1e036db0\", \"83ef6b07-e4c2-4f60-90a6-32b954092c28\", \"98b4d807-679f-4cef-85dc-d325aad504d2\"], \"total_duration\": 2024.0, \"total_sessions\": 4, \"mean_week_duration\": 19.276}}, {\"84606\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-10-29 23:04:59.000000+00:00\", \"2020-07-29 18:41:14.000000+00:00\", \"2022-03-12 12:20:17.000000+00:00\", \"2022-09-19 12:40:17.000000+00:00\"], \"session_ids\": [\"937ed5e7-d7af-4299-91ad-86469d52d682\", \"2d239e6a-5f47-466e-92dc-bf1835ef0b80\", \"1a3541c3-be5d-4fe7-9a76-b453edb7b08a\", \"a571e20e-082e-4c51-b758-6fe97f5bb05c\"], \"total_duration\": 368.0, \"total_sessions\": 4, \"mean_week_duration\": 3.119}}, {\"58689\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-01-25 00:57:24.000000+00:00\", \"2020-03-21 19:59:08.000000+00:00\", \"2022-01-29 09:43:30.000000+00:00\"], \"session_ids\": [\"e38cd86e-0cd7-45b0-b219-f438e2211f26\", \"e4774e56-ca9d-49bd-ae30-2cb28170caae\", \"9098b66b-1cae-4302-a390-ae4497c9519f\"], \"total_duration\": 51.0, \"total_sessions\": 3, \"mean_week_duration\": 0.323}}, {\"64125\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-27 19:35:28.000000+00:00\", \"2021-09-26 10:56:37.000000+00:00\", \"2022-11-30 19:32:05.000000+00:00\"], \"session_ids\": [\"557896fe-7a3c-4851-b0d1-f497e7719610\", \"cddd219d-6b8d-44c5-bf97-e47c9f71e9c1\", \"0284f200-d469-4f8b-acac-9a6f06da67b0\"], \"total_duration\": 41.0, \"total_sessions\": 3, \"mean_week_duration\": 0.547}}, {\"65445\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2023-01-23 23:42:17.000000+00:00\", \"2021-03-20 03:53:36.000000+00:00\"], \"session_ids\": [\"80691e6d-0de5-4a05-a94f-e5bb5ebf5dba\", \"d18d1fa1-3e4b-415f-a0b7-487791a244c4\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 0.66}}, {\"82196\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-13 05:11:52.000000+00:00\", \"2021-05-28 15:12:34.000000+00:00\"], \"session_ids\": [\"dfaeda7d-f70d-4c33-84fa-9aad17614b27\", \"691f16a9-02e9-4d9c-a61e-b4f4b55ef5ed\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 35.333}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you tell me about 2 users with a time spent on the site per week that is above 37 and below 22, exclusively , moreover perform sorting by count of sessions in ascending 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{\"57149\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-07-20 19:56:01.000000+00:00\", \"2022-06-22 22:40:18.000000+00:00\"], \"session_ids\": [\"578f4dc3-12cb-40f2-ba4d-48ad4b5b35e7\", \"1cd65777-1aac-4af8-8c89-ea74b9244927\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 2.408}, \"68207\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-04-19 17:35:02.000000+00:00\", \"2020-07-27 00:23:04.000000+00:00\", \"2021-08-06 05:13:44.000000+00:00\"], \"session_ids\": [\"642cd57b-b2d7-4e67-8a8b-17d4df4de9a8\", \"e934a832-63db-418d-867d-38b1b37cdfa3\", \"a711086e-dfe4-4dc8-9d2a-23ad65071ecd\"], \"total_duration\": 829.0, \"total_sessions\": 3, \"mean_week_duration\": 15.352}, \"55117\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-04-18 10:48:06.000000+00:00\", \"2021-04-02 17:42:53.000000+00:00\", \"2019-04-29 14:07:42.000000+00:00\"], \"session_ids\": [\"a41d1d25-e30a-4d0e-82ed-482b9bfc57eb\", \"04630daf-9489-4e84-af58-7ff39bc2af63\", \"976bf274-8c30-46eb-9528-09e8d4b1b81a\"], \"total_duration\": 41.0, \"total_sessions\": 3, \"mean_week_duration\": 0.406}, \"90052\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-11-01 16:57:57.000000+00:00\", \"2019-09-13 10:23:09.000000+00:00\"], \"session_ids\": [\"82779b08-8991-416c-8e83-92bd9a7ec203\", \"37f01892-242a-4650-a385-2a26d015b58e\"], \"total_duration\": 249.0, \"total_sessions\": 2, \"mean_week_duration\": 4.15}, \"44842\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-10 09:37:59.000000+00:00\", \"2020-07-27 00:42:51.000000+00:00\", \"2020-02-28 02:29:24.000000+00:00\", \"2022-08-30 05:16:51.000000+00:00\", \"2022-12-01 15:47:19.000000+00:00\"], \"session_ids\": [\"50d2f0d6-1230-4667-b67f-569fcbdb343c\", \"097e61e1-4ff4-41c4-876d-ec7a2503785e\", \"69e1f38c-4eac-4e15-b155-6c28109f79aa\", \"76643370-9924-4bec-83a7-786d7753e495\", \"56029f8b-a197-44f0-b1ea-45c6480d12b2\"], \"total_duration\": 2101.0, \"total_sessions\": 5, \"mean_week_duration\": 14.007}, \"83551\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-08-18 15:11:00.000000+00:00\", \"2021-02-08 03:24:13.000000+00:00\"], \"session_ids\": [\"f2aa2cf2-473b-4022-ae9b-d515c7aaab3f\", \"38a52560-e3db-46b2-a8c6-f88678d660e8\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 3.538}, \"18345\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-10-02 03:15:37.000000+00:00\", \"2021-07-14 05:09:43.000000+00:00\", \"2019-01-27 05:04:32.000000+00:00\"], \"session_ids\": [\"da3598ec-d2f5-4ce3-8a5d-da11d5954b13\", \"de7310d5-0b8c-40a2-a4cd-aa37aff15239\", \"73254932-baca-4037-99f2-1834a780ce43\"], \"total_duration\": 182.0, \"total_sessions\": 3, \"mean_week_duration\": 1.3}, \"98952\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-02-28 14:58:26.000000+00:00\", \"2019-09-01 05:31:45.000000+00:00\"], \"session_ids\": [\"71f8c55c-f3a8-49a2-ae8f-636001196b97\", \"c6a7e3e6-96e6-4561-a895-f6a82accdb41\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.41}, \"56581\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-02-14 15:47:43.000000+00:00\", \"2020-07-19 06:12:07.000000+00:00\"], \"session_ids\": [\"4d10e7a5-b736-47db-83c3-fed6f7db4048\", \"461c519d-3f9c-42aa-abe6-1c74e2413df2\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 9.087}, \"73616\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-02-11 22:17:38.000000+00:00\", \"2021-12-23 23:43:54.000000+00:00\", \"2020-10-05 10:46:20.000000+00:00\", \"2022-11-29 17:42:15.000000+00:00\"], \"session_ids\": [\"d839f8d9-8638-44db-9d6e-2ce9193096c0\", \"656c23a2-b809-4f36-9525-8021312fad9e\", \"f163f16b-818b-4371-b812-c342c664ba10\", \"3da86512-7fe7-407b-9a06-dc82bd0fbd58\"], \"total_duration\": 1930.0, \"total_sessions\": 4, \"mean_week_duration\": 13.219}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are less than 22 and are greater than 37"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[22, 37]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"57149\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-07-20 19:56:01.000000+00:00\", \"2022-06-22 22:40:18.000000+00:00\"], \"session_ids\": [\"578f4dc3-12cb-40f2-ba4d-48ad4b5b35e7\", \"1cd65777-1aac-4af8-8c89-ea74b9244927\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 2.408}, \"68207\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-04-19 17:35:02.000000+00:00\", \"2020-07-27 00:23:04.000000+00:00\", \"2021-08-06 05:13:44.000000+00:00\"], \"session_ids\": [\"642cd57b-b2d7-4e67-8a8b-17d4df4de9a8\", \"e934a832-63db-418d-867d-38b1b37cdfa3\", \"a711086e-dfe4-4dc8-9d2a-23ad65071ecd\"], \"total_duration\": 829.0, \"total_sessions\": 3, \"mean_week_duration\": 15.352}, \"55117\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-04-18 10:48:06.000000+00:00\", \"2021-04-02 17:42:53.000000+00:00\", \"2019-04-29 14:07:42.000000+00:00\"], \"session_ids\": [\"a41d1d25-e30a-4d0e-82ed-482b9bfc57eb\", \"04630daf-9489-4e84-af58-7ff39bc2af63\", \"976bf274-8c30-46eb-9528-09e8d4b1b81a\"], \"total_duration\": 41.0, \"total_sessions\": 3, \"mean_week_duration\": 0.406}, \"90052\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-11-01 16:57:57.000000+00:00\", \"2019-09-13 10:23:09.000000+00:00\"], \"session_ids\": [\"82779b08-8991-416c-8e83-92bd9a7ec203\", \"37f01892-242a-4650-a385-2a26d015b58e\"], \"total_duration\": 249.0, \"total_sessions\": 2, \"mean_week_duration\": 4.15}, \"44842\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-10 09:37:59.000000+00:00\", \"2020-07-27 00:42:51.000000+00:00\", \"2020-02-28 02:29:24.000000+00:00\", \"2022-08-30 05:16:51.000000+00:00\", \"2022-12-01 15:47:19.000000+00:00\"], \"session_ids\": [\"50d2f0d6-1230-4667-b67f-569fcbdb343c\", \"097e61e1-4ff4-41c4-876d-ec7a2503785e\", \"69e1f38c-4eac-4e15-b155-6c28109f79aa\", \"76643370-9924-4bec-83a7-786d7753e495\", \"56029f8b-a197-44f0-b1ea-45c6480d12b2\"], \"total_duration\": 2101.0, \"total_sessions\": 5, \"mean_week_duration\": 14.007}, \"83551\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-08-18 15:11:00.000000+00:00\", \"2021-02-08 03:24:13.000000+00:00\"], \"session_ids\": [\"f2aa2cf2-473b-4022-ae9b-d515c7aaab3f\", \"38a52560-e3db-46b2-a8c6-f88678d660e8\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 3.538}, \"18345\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-10-02 03:15:37.000000+00:00\", \"2021-07-14 05:09:43.000000+00:00\", \"2019-01-27 05:04:32.000000+00:00\"], \"session_ids\": [\"da3598ec-d2f5-4ce3-8a5d-da11d5954b13\", \"de7310d5-0b8c-40a2-a4cd-aa37aff15239\", \"73254932-baca-4037-99f2-1834a780ce43\"], \"total_duration\": 182.0, \"total_sessions\": 3, \"mean_week_duration\": 1.3}, \"98952\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-02-28 14:58:26.000000+00:00\", \"2019-09-01 05:31:45.000000+00:00\"], \"session_ids\": [\"71f8c55c-f3a8-49a2-ae8f-636001196b97\", \"c6a7e3e6-96e6-4561-a895-f6a82accdb41\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.41}, \"56581\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-02-14 15:47:43.000000+00:00\", \"2020-07-19 06:12:07.000000+00:00\"], \"session_ids\": [\"4d10e7a5-b736-47db-83c3-fed6f7db4048\", \"461c519d-3f9c-42aa-abe6-1c74e2413df2\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 9.087}, \"73616\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-02-11 22:17:38.000000+00:00\", \"2021-12-23 23:43:54.000000+00:00\", \"2020-10-05 10:46:20.000000+00:00\", \"2022-11-29 17:42:15.000000+00:00\"], \"session_ids\": [\"d839f8d9-8638-44db-9d6e-2ce9193096c0\", \"656c23a2-b809-4f36-9525-8021312fad9e\", \"f163f16b-818b-4371-b812-c342c664ba10\", \"3da86512-7fe7-407b-9a06-dc82bd0fbd58\"], \"total_duration\": 1930.0, \"total_sessions\": 4, \"mean_week_duration\": 13.219}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_sessions"
},
{
"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[{\"57149\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-07-20 19:56:01.000000+00:00\", \"2022-06-22 22:40:18.000000+00:00\"], \"session_ids\": [\"578f4dc3-12cb-40f2-ba4d-48ad4b5b35e7\", \"1cd65777-1aac-4af8-8c89-ea74b9244927\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 2.408}}, {\"90052\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-11-01 16:57:57.000000+00:00\", \"2019-09-13 10:23:09.000000+00:00\"], \"session_ids\": [\"82779b08-8991-416c-8e83-92bd9a7ec203\", \"37f01892-242a-4650-a385-2a26d015b58e\"], \"total_duration\": 249.0, \"total_sessions\": 2, \"mean_week_duration\": 4.15}}, {\"83551\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-08-18 15:11:00.000000+00:00\", \"2021-02-08 03:24:13.000000+00:00\"], \"session_ids\": [\"f2aa2cf2-473b-4022-ae9b-d515c7aaab3f\", \"38a52560-e3db-46b2-a8c6-f88678d660e8\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 3.538}}, {\"98952\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-02-28 14:58:26.000000+00:00\", \"2019-09-01 05:31:45.000000+00:00\"], \"session_ids\": [\"71f8c55c-f3a8-49a2-ae8f-636001196b97\", \"c6a7e3e6-96e6-4561-a895-f6a82accdb41\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.41}}, {\"56581\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-02-14 15:47:43.000000+00:00\", \"2020-07-19 06:12:07.000000+00:00\"], \"session_ids\": [\"4d10e7a5-b736-47db-83c3-fed6f7db4048\", \"461c519d-3f9c-42aa-abe6-1c74e2413df2\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 9.087}}, {\"68207\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-04-19 17:35:02.000000+00:00\", \"2020-07-27 00:23:04.000000+00:00\", \"2021-08-06 05:13:44.000000+00:00\"], \"session_ids\": [\"642cd57b-b2d7-4e67-8a8b-17d4df4de9a8\", \"e934a832-63db-418d-867d-38b1b37cdfa3\", \"a711086e-dfe4-4dc8-9d2a-23ad65071ecd\"], \"total_duration\": 829.0, \"total_sessions\": 3, \"mean_week_duration\": 15.352}}, {\"55117\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-04-18 10:48:06.000000+00:00\", \"2021-04-02 17:42:53.000000+00:00\", \"2019-04-29 14:07:42.000000+00:00\"], \"session_ids\": [\"a41d1d25-e30a-4d0e-82ed-482b9bfc57eb\", \"04630daf-9489-4e84-af58-7ff39bc2af63\", \"976bf274-8c30-46eb-9528-09e8d4b1b81a\"], \"total_duration\": 41.0, \"total_sessions\": 3, \"mean_week_duration\": 0.406}}, {\"18345\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-10-02 03:15:37.000000+00:00\", \"2021-07-14 05:09:43.000000+00:00\", \"2019-01-27 05:04:32.000000+00:00\"], \"session_ids\": [\"da3598ec-d2f5-4ce3-8a5d-da11d5954b13\", \"de7310d5-0b8c-40a2-a4cd-aa37aff15239\", \"73254932-baca-4037-99f2-1834a780ce43\"], \"total_duration\": 182.0, \"total_sessions\": 3, \"mean_week_duration\": 1.3}}, {\"73616\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-02-11 22:17:38.000000+00:00\", \"2021-12-23 23:43:54.000000+00:00\", \"2020-10-05 10:46:20.000000+00:00\", \"2022-11-29 17:42:15.000000+00:00\"], \"session_ids\": [\"d839f8d9-8638-44db-9d6e-2ce9193096c0\", \"656c23a2-b809-4f36-9525-8021312fad9e\", \"f163f16b-818b-4371-b812-c342c664ba10\", \"3da86512-7fe7-407b-9a06-dc82bd0fbd58\"], \"total_duration\": 1930.0, \"total_sessions\": 4, \"mean_week_duration\": 13.219}}, {\"44842\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-10 09:37:59.000000+00:00\", \"2020-07-27 00:42:51.000000+00:00\", \"2020-02-28 02:29:24.000000+00:00\", \"2022-08-30 05:16:51.000000+00:00\", \"2022-12-01 15:47:19.000000+00:00\"], \"session_ids\": [\"50d2f0d6-1230-4667-b67f-569fcbdb343c\", \"097e61e1-4ff4-41c4-876d-ec7a2503785e\", \"69e1f38c-4eac-4e15-b155-6c28109f79aa\", \"76643370-9924-4bec-83a7-786d7753e495\", \"56029f8b-a197-44f0-b1ea-45c6480d12b2\"], \"total_duration\": 2101.0, \"total_sessions\": 5, \"mean_week_duration\": 14.007}}]\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[{\"57149\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-07-20 19:56:01.000000+00:00\", \"2022-06-22 22:40:18.000000+00:00\"], \"session_ids\": [\"578f4dc3-12cb-40f2-ba4d-48ad4b5b35e7\", \"1cd65777-1aac-4af8-8c89-ea74b9244927\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 2.408}}, {\"90052\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-11-01 16:57:57.000000+00:00\", \"2019-09-13 10:23:09.000000+00:00\"], \"session_ids\": [\"82779b08-8991-416c-8e83-92bd9a7ec203\", \"37f01892-242a-4650-a385-2a26d015b58e\"], \"total_duration\": 249.0, \"total_sessions\": 2, \"mean_week_duration\": 4.15}}]\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[{\"57149\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-07-20 19:56:01.000000+00:00\", \"2022-06-22 22:40:18.000000+00:00\"], \"session_ids\": [\"578f4dc3-12cb-40f2-ba4d-48ad4b5b35e7\", \"1cd65777-1aac-4af8-8c89-ea74b9244927\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 2.408}}, {\"90052\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-11-01 16:57:57.000000+00:00\", \"2019-09-13 10:23:09.000000+00:00\"], \"session_ids\": [\"82779b08-8991-416c-8e83-92bd9a7ec203\", \"37f01892-242a-4650-a385-2a26d015b58e\"], \"total_duration\": 249.0, \"total_sessions\": 2, \"mean_week_duration\": 4.15}}]\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 who have the smallest value of duration of sessions per week as well as carry out sorting by city naming risingly , and keep only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"30007\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-04-11 23:46:33.000000+00:00\", \"2022-09-07 05:20:24.000000+00:00\", \"2021-02-08 05:11:22.000000+00:00\", \"2022-01-30 15:50:40.000000+00:00\", \"2022-07-27 00:05:06.000000+00:00\"], \"session_ids\": [\"86becfa7-4193-4137-a524-b159cd74e6f5\", \"5c13c5d3-5967-49e2-bbd7-7fe51ed529a1\", \"5271ebee-8a4c-431c-bf30-14350dca97d9\", \"62fb7d34-bd3b-45c9-9c36-657a0e5832a7\", \"2d2dc22c-4516-42d2-858a-7e7212c5686e\"], \"total_duration\": 1661.0, \"total_sessions\": 5, \"mean_week_duration\": 13.183}, \"30598\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-12-08 00:13:13.000000+00:00\", \"2020-10-27 10:22:42.000000+00:00\"], \"session_ids\": [\"cd5334d1-9ca1-44fd-8e90-606fc90ec174\", \"bc6b03b6-3587-4b0d-9324-509a8ae5d732\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.379}, \"68684\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-10 00:35:11.000000+00:00\", \"2022-07-29 00:16:40.000000+00:00\", \"2022-06-05 16:33:04.000000+00:00\", \"2019-04-08 17:24:46.000000+00:00\", \"2022-02-25 12:17:30.000000+00:00\", \"2020-12-09 05:58:52.000000+00:00\", \"2020-10-25 07:54:37.000000+00:00\", \"2020-02-14 22:35:37.000000+00:00\"], \"session_ids\": [\"4c05e55c-6f0b-419b-94dc-bb4000a45300\", \"50f72464-dfe2-40b4-b5c2-1d805294242d\", \"e60fefe0-9aee-4cc5-9805-c22eec179e97\", \"0583c374-e5bd-40ad-8286-2008a6348816\", \"38b236a8-e531-4fd5-bb09-286ed2aa4d8b\", \"7695d410-e451-43ed-a1de-ff942d85326a\", \"9bade118-be60-4f8f-bd41-1972f1c1a2bc\", \"291d7376-554d-4c52-9310-9a11767047ba\"], \"total_duration\": 102.0, \"total_sessions\": 8, \"mean_week_duration\": 0.59}, \"35641\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-12-29 17:39:28.000000+00:00\", \"2020-04-01 15:54:56.000000+00:00\"], \"session_ids\": [\"823dbb61-c974-4550-826e-0183f18f6083\", \"07748970-f0de-452e-b90c-77ed09dedf73\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 0.648}, \"27058\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-07-08 13:45:06.000000+00:00\", \"2019-08-01 13:40:42.000000+00:00\", \"2023-03-02 12:54:10.000000+00:00\", \"2021-09-18 14:41:04.000000+00:00\"], \"session_ids\": [\"4837d87a-9578-49e8-9c77-6433a236d368\", \"8b705c85-9b6a-4a5c-8441-d3547cb62238\", \"a97ac79f-ab15-41a1-bf9c-653818e424b8\", \"5d5a92e5-cfbb-46df-8773-d544475643f7\"], \"total_duration\": 1149.0, \"total_sessions\": 4, \"mean_week_duration\": 6.144}, \"38357\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-01-01 05:09:36.000000+00:00\", \"2023-03-02 06:23:12.000000+00:00\"], \"session_ids\": [\"3f101dae-b68f-43a0-8803-1ca92b7fe474\", \"b1d3d4fa-79d1-4362-9b6c-d974fa15feaa\"], \"total_duration\": 319.0, \"total_sessions\": 2, \"mean_week_duration\": 1.463}, \"17884\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-12-30 21:24:24.000000+00:00\", \"2022-04-19 08:52:41.000000+00:00\"], \"session_ids\": [\"02b9531c-188d-4ca2-beb3-bf5f12de42d7\", \"f34209bd-a348-4d09-8a16-cf6e76cce8c0\"], \"total_duration\": 212.0, \"total_sessions\": 2, \"mean_week_duration\": 3.118}, \"68765\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-12-08 01:13:35.000000+00:00\", \"2022-07-06 19:14:58.000000+00:00\", \"2023-01-31 18:03:23.000000+00:00\", \"2021-12-31 07:05:50.000000+00:00\"], \"session_ids\": [\"01d795c5-595c-4381-bb31-f611f5678410\", \"0ad9ae96-3dae-4156-9024-be4e50631c69\", \"af561abe-378b-4994-b497-eb1b32ebbdd6\", \"6c58ae74-6e04-4fe3-b54a-4e2c4c5970c6\"], \"total_duration\": 1686.0, \"total_sessions\": 4, \"mean_week_duration\": 15.054}, \"10554\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-11 20:07:45.000000+00:00\", \"2020-10-16 21:37:52.000000+00:00\", \"2019-11-15 11:21:07.000000+00:00\"], \"session_ids\": [\"a5941f5b-0bc9-47db-92ca-eed5d31ed718\", \"28f19342-9709-40e6-9c2c-c86a2e075c09\", \"9d5ac5e5-0646-42a1-bf72-f1416280b636\"], \"total_duration\": 825.0, \"total_sessions\": 3, \"mean_week_duration\": 9.375}, \"19686\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-05-02 18:30:54.000000+00:00\", \"2021-11-12 20:05:35.000000+00:00\"], \"session_ids\": [\"983bbf41-5366-4dcb-8fb5-56b84f3c2674\", \"d36cea1e-eb66-43da-aae7-bc769a0c3a20\"], \"total_duration\": 243.0, \"total_sessions\": 2, \"mean_week_duration\": 9.72}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the lowest 8 mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": false, \"quant_to_remain\": 8}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"30598\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-12-08 00:13:13.000000+00:00\", \"2020-10-27 10:22:42.000000+00:00\"], \"session_ids\": [\"cd5334d1-9ca1-44fd-8e90-606fc90ec174\", \"bc6b03b6-3587-4b0d-9324-509a8ae5d732\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.379}}, {\"68684\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-10 00:35:11.000000+00:00\", \"2022-07-29 00:16:40.000000+00:00\", \"2022-06-05 16:33:04.000000+00:00\", \"2019-04-08 17:24:46.000000+00:00\", \"2022-02-25 12:17:30.000000+00:00\", \"2020-12-09 05:58:52.000000+00:00\", \"2020-10-25 07:54:37.000000+00:00\", \"2020-02-14 22:35:37.000000+00:00\"], \"session_ids\": [\"4c05e55c-6f0b-419b-94dc-bb4000a45300\", \"50f72464-dfe2-40b4-b5c2-1d805294242d\", \"e60fefe0-9aee-4cc5-9805-c22eec179e97\", \"0583c374-e5bd-40ad-8286-2008a6348816\", \"38b236a8-e531-4fd5-bb09-286ed2aa4d8b\", \"7695d410-e451-43ed-a1de-ff942d85326a\", \"9bade118-be60-4f8f-bd41-1972f1c1a2bc\", \"291d7376-554d-4c52-9310-9a11767047ba\"], \"total_duration\": 102.0, \"total_sessions\": 8, \"mean_week_duration\": 0.59}}, {\"35641\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-12-29 17:39:28.000000+00:00\", \"2020-04-01 15:54:56.000000+00:00\"], \"session_ids\": [\"823dbb61-c974-4550-826e-0183f18f6083\", \"07748970-f0de-452e-b90c-77ed09dedf73\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 0.648}}, {\"38357\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-01-01 05:09:36.000000+00:00\", \"2023-03-02 06:23:12.000000+00:00\"], \"session_ids\": [\"3f101dae-b68f-43a0-8803-1ca92b7fe474\", \"b1d3d4fa-79d1-4362-9b6c-d974fa15feaa\"], \"total_duration\": 319.0, \"total_sessions\": 2, \"mean_week_duration\": 1.463}}, {\"17884\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-12-30 21:24:24.000000+00:00\", \"2022-04-19 08:52:41.000000+00:00\"], \"session_ids\": [\"02b9531c-188d-4ca2-beb3-bf5f12de42d7\", \"f34209bd-a348-4d09-8a16-cf6e76cce8c0\"], \"total_duration\": 212.0, \"total_sessions\": 2, \"mean_week_duration\": 3.118}}, {\"27058\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-07-08 13:45:06.000000+00:00\", \"2019-08-01 13:40:42.000000+00:00\", \"2023-03-02 12:54:10.000000+00:00\", \"2021-09-18 14:41:04.000000+00:00\"], \"session_ids\": [\"4837d87a-9578-49e8-9c77-6433a236d368\", \"8b705c85-9b6a-4a5c-8441-d3547cb62238\", \"a97ac79f-ab15-41a1-bf9c-653818e424b8\", \"5d5a92e5-cfbb-46df-8773-d544475643f7\"], \"total_duration\": 1149.0, \"total_sessions\": 4, \"mean_week_duration\": 6.144}}, {\"10554\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-11 20:07:45.000000+00:00\", \"2020-10-16 21:37:52.000000+00:00\", \"2019-11-15 11:21:07.000000+00:00\"], \"session_ids\": [\"a5941f5b-0bc9-47db-92ca-eed5d31ed718\", \"28f19342-9709-40e6-9c2c-c86a2e075c09\", \"9d5ac5e5-0646-42a1-bf72-f1416280b636\"], \"total_duration\": 825.0, \"total_sessions\": 3, \"mean_week_duration\": 9.375}}, {\"19686\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-05-02 18:30:54.000000+00:00\", \"2021-11-12 20:05:35.000000+00:00\"], \"session_ids\": [\"983bbf41-5366-4dcb-8fb5-56b84f3c2674\", \"d36cea1e-eb66-43da-aae7-bc769a0c3a20\"], \"total_duration\": 243.0, \"total_sessions\": 2, \"mean_week_duration\": 9.72}}]\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[{\"19686\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-05-02 18:30:54.000000+00:00\", \"2021-11-12 20:05:35.000000+00:00\"], \"session_ids\": [\"983bbf41-5366-4dcb-8fb5-56b84f3c2674\", \"d36cea1e-eb66-43da-aae7-bc769a0c3a20\"], \"total_duration\": 243.0, \"total_sessions\": 2, \"mean_week_duration\": 9.72}}, {\"38357\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-01-01 05:09:36.000000+00:00\", \"2023-03-02 06:23:12.000000+00:00\"], \"session_ids\": [\"3f101dae-b68f-43a0-8803-1ca92b7fe474\", \"b1d3d4fa-79d1-4362-9b6c-d974fa15feaa\"], \"total_duration\": 319.0, \"total_sessions\": 2, \"mean_week_duration\": 1.463}}, {\"27058\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-07-08 13:45:06.000000+00:00\", \"2019-08-01 13:40:42.000000+00:00\", \"2023-03-02 12:54:10.000000+00:00\", \"2021-09-18 14:41:04.000000+00:00\"], \"session_ids\": [\"4837d87a-9578-49e8-9c77-6433a236d368\", \"8b705c85-9b6a-4a5c-8441-d3547cb62238\", \"a97ac79f-ab15-41a1-bf9c-653818e424b8\", \"5d5a92e5-cfbb-46df-8773-d544475643f7\"], \"total_duration\": 1149.0, \"total_sessions\": 4, \"mean_week_duration\": 6.144}}, {\"10554\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-11 20:07:45.000000+00:00\", \"2020-10-16 21:37:52.000000+00:00\", \"2019-11-15 11:21:07.000000+00:00\"], \"session_ids\": [\"a5941f5b-0bc9-47db-92ca-eed5d31ed718\", \"28f19342-9709-40e6-9c2c-c86a2e075c09\", \"9d5ac5e5-0646-42a1-bf72-f1416280b636\"], \"total_duration\": 825.0, \"total_sessions\": 3, \"mean_week_duration\": 9.375}}, {\"30598\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-12-08 00:13:13.000000+00:00\", \"2020-10-27 10:22:42.000000+00:00\"], \"session_ids\": [\"cd5334d1-9ca1-44fd-8e90-606fc90ec174\", \"bc6b03b6-3587-4b0d-9324-509a8ae5d732\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.379}}, {\"17884\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-12-30 21:24:24.000000+00:00\", \"2022-04-19 08:52:41.000000+00:00\"], \"session_ids\": [\"02b9531c-188d-4ca2-beb3-bf5f12de42d7\", \"f34209bd-a348-4d09-8a16-cf6e76cce8c0\"], \"total_duration\": 212.0, \"total_sessions\": 2, \"mean_week_duration\": 3.118}}, {\"68684\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-10 00:35:11.000000+00:00\", \"2022-07-29 00:16:40.000000+00:00\", \"2022-06-05 16:33:04.000000+00:00\", \"2019-04-08 17:24:46.000000+00:00\", \"2022-02-25 12:17:30.000000+00:00\", \"2020-12-09 05:58:52.000000+00:00\", \"2020-10-25 07:54:37.000000+00:00\", \"2020-02-14 22:35:37.000000+00:00\"], \"session_ids\": [\"4c05e55c-6f0b-419b-94dc-bb4000a45300\", \"50f72464-dfe2-40b4-b5c2-1d805294242d\", \"e60fefe0-9aee-4cc5-9805-c22eec179e97\", \"0583c374-e5bd-40ad-8286-2008a6348816\", \"38b236a8-e531-4fd5-bb09-286ed2aa4d8b\", \"7695d410-e451-43ed-a1de-ff942d85326a\", \"9bade118-be60-4f8f-bd41-1972f1c1a2bc\", \"291d7376-554d-4c52-9310-9a11767047ba\"], \"total_duration\": 102.0, \"total_sessions\": 8, \"mean_week_duration\": 0.59}}, {\"35641\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-12-29 17:39:28.000000+00:00\", \"2020-04-01 15:54:56.000000+00:00\"], \"session_ids\": [\"823dbb61-c974-4550-826e-0183f18f6083\", \"07748970-f0de-452e-b90c-77ed09dedf73\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 0.648}}]\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[{\"19686\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-05-02 18:30:54.000000+00:00\", \"2021-11-12 20:05:35.000000+00:00\"], \"session_ids\": [\"983bbf41-5366-4dcb-8fb5-56b84f3c2674\", \"d36cea1e-eb66-43da-aae7-bc769a0c3a20\"], \"total_duration\": 243.0, \"total_sessions\": 2, \"mean_week_duration\": 9.72}}, {\"38357\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-01-01 05:09:36.000000+00:00\", \"2023-03-02 06:23:12.000000+00:00\"], \"session_ids\": [\"3f101dae-b68f-43a0-8803-1ca92b7fe474\", \"b1d3d4fa-79d1-4362-9b6c-d974fa15feaa\"], \"total_duration\": 319.0, \"total_sessions\": 2, \"mean_week_duration\": 1.463}}, {\"27058\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-07-08 13:45:06.000000+00:00\", \"2019-08-01 13:40:42.000000+00:00\", \"2023-03-02 12:54:10.000000+00:00\", \"2021-09-18 14:41:04.000000+00:00\"], \"session_ids\": [\"4837d87a-9578-49e8-9c77-6433a236d368\", \"8b705c85-9b6a-4a5c-8441-d3547cb62238\", \"a97ac79f-ab15-41a1-bf9c-653818e424b8\", \"5d5a92e5-cfbb-46df-8773-d544475643f7\"], \"total_duration\": 1149.0, \"total_sessions\": 4, \"mean_week_duration\": 6.144}}]\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[{\"19686\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-05-02 18:30:54.000000+00:00\", \"2021-11-12 20:05:35.000000+00:00\"], \"session_ids\": [\"983bbf41-5366-4dcb-8fb5-56b84f3c2674\", \"d36cea1e-eb66-43da-aae7-bc769a0c3a20\"], \"total_duration\": 243.0, \"total_sessions\": 2, \"mean_week_duration\": 9.72}}, {\"38357\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-01-01 05:09:36.000000+00:00\", \"2023-03-02 06:23:12.000000+00:00\"], \"session_ids\": [\"3f101dae-b68f-43a0-8803-1ca92b7fe474\", \"b1d3d4fa-79d1-4362-9b6c-d974fa15feaa\"], \"total_duration\": 319.0, \"total_sessions\": 2, \"mean_week_duration\": 1.463}}, {\"27058\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-07-08 13:45:06.000000+00:00\", \"2019-08-01 13:40:42.000000+00:00\", \"2023-03-02 12:54:10.000000+00:00\", \"2021-09-18 14:41:04.000000+00:00\"], \"session_ids\": [\"4837d87a-9578-49e8-9c77-6433a236d368\", \"8b705c85-9b6a-4a5c-8441-d3547cb62238\", \"a97ac79f-ab15-41a1-bf9c-653818e424b8\", \"5d5a92e5-cfbb-46df-8773-d544475643f7\"], \"total_duration\": 1149.0, \"total_sessions\": 4, \"mean_week_duration\": 6.144}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about users who are residents of city Beijing , moreover perform sorting by overall duration of sessions per week ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"28549\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-01-15 19:49:05.000000+00:00\", \"2021-04-12 04:49:18.000000+00:00\"], \"session_ids\": [\"99aeb0a8-559c-4350-b770-74f9d91d1dd6\", \"be9c1d3d-786a-47e0-bf8e-a5dd0010a179\"], \"total_duration\": 108.0, \"total_sessions\": 2, \"mean_week_duration\": 1.174}, \"22402\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-04-30 07:56:51.000000+00:00\", \"2022-07-26 15:39:02.000000+00:00\", \"2021-10-16 17:43:20.000000+00:00\", \"2022-12-10 11:35:51.000000+00:00\", \"2023-01-30 14:23:27.000000+00:00\", \"2022-03-04 19:07:05.000000+00:00\", \"2020-01-12 20:55:44.000000+00:00\", \"2021-08-21 06:47:07.000000+00:00\", \"2019-04-11 12:04:57.000000+00:00\"], \"session_ids\": [\"3d675b36-7d9a-4667-b8cd-850cbd6376e6\", \"cfbfb902-6c45-4176-8525-162b4526866b\", \"34a8a175-6ead-40df-8cde-86dac73167af\", \"75cedacb-e585-41f7-89c1-bf65ffedcc57\", \"94c1f950-f6c9-40ae-b772-a1f00134e9f2\", \"ed611f5a-fd12-4bb4-b07a-545ef462d627\", \"e3ff68eb-b799-46e2-b26c-9be0d31274f0\", \"1f1f296a-c9f7-44e6-a5e9-35cb5f098409\", \"35fa0e4f-8457-4df6-bcee-1eb7b9530494\"], \"total_duration\": 15073.0, \"total_sessions\": 9, \"mean_week_duration\": 75.744}, \"1574\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-09-13 15:58:43.000000+00:00\", \"2023-06-13 21:20:54.000000+00:00\"], \"session_ids\": [\"d9e0f23f-5092-4713-afef-7311d8dec12f\", \"ef7b9446-f968-4b0d-be1f-338c573318e1\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.285}, \"85269\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-11-18 07:28:01.000000+00:00\", \"2021-01-18 23:39:59.000000+00:00\"], \"session_ids\": [\"4b140ea7-a2d8-4e81-8001-2700eacbdeb6\", \"c83fbcfd-2e44-4eae-b7f7-e1ae9739641e\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 1.836}, \"50534\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-09-16 16:19:34.000000+00:00\", \"2021-05-15 22:43:18.000000+00:00\", \"2019-02-14 23:12:17.000000+00:00\", \"2023-01-29 11:20:42.000000+00:00\"], \"session_ids\": [\"332e6194-333d-43a4-8009-bed479452390\", \"9bf2e90b-9183-4822-b0c2-b480f346bf18\", \"6fa35ab6-cd94-4e3c-bf53-10bb090971dd\", \"fa190576-305d-4f05-b600-ea426ae9cd33\"], \"total_duration\": 241.0, \"total_sessions\": 4, \"mean_week_duration\": 1.164}, \"11578\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-06-20 09:59:23.000000+00:00\", \"2022-08-27 22:07:54.000000+00:00\"], \"session_ids\": [\"93b8466a-5ecd-4456-b747-2f61e01eff5f\", \"9d011421-00a2-4f23-bb48-3c87fa228152\"], \"total_duration\": 439.0, \"total_sessions\": 2, \"mean_week_duration\": 2.629}, \"61220\": {\"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\": 5}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-10-01 20:38:28.000000+00:00\", \"2020-02-15 11:29:13.000000+00:00\", \"2023-04-27 16:26:49.000000+00:00\", \"2021-08-06 15:47:52.000000+00:00\"], \"session_ids\": [\"4c892e3b-e33c-4bd4-aa5f-c5f9d129ca88\", \"2e64013f-3c5a-486d-a143-4a7ef321a469\", \"03680bea-cf12-44df-b6b4-bafc55cf4643\", \"d5c0bdb2-2622-4612-89de-6345c2728478\"], \"total_duration\": 347.0, \"total_sessions\": 4, \"mean_week_duration\": 1.856}, \"94641\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-05-03 02:18:33.000000+00:00\", \"2022-03-07 17:30:35.000000+00:00\", \"2019-01-03 10:50:30.000000+00:00\"], \"session_ids\": [\"fb2e6610-a274-4ce1-a4ce-812786bd68a4\", \"58a6fd9a-91cd-4c4e-8f3a-46859c09741f\", \"3f2bfc3b-e7fc-45f5-9f2b-517e4ce2e065\"], \"total_duration\": 492.0, \"total_sessions\": 3, \"mean_week_duration\": 2.964}, \"97585\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-05-26 06:04:37.000000+00:00\", \"2021-02-18 04:30:47.000000+00:00\"], \"session_ids\": [\"9be0f9de-4f67-4d99-84bf-38dc3ad0fc9f\", \"08ba07ab-d4f5-443a-9ce8-c6b28fbae531\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 1.97}, \"88031\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-02-01 08:46:46.000000+00:00\", \"2020-05-05 00:21:22.000000+00:00\", \"2020-10-21 11:31:42.000000+00:00\", \"2023-06-12 12:47:31.000000+00:00\"], \"session_ids\": [\"8120988a-cf06-4654-b6ac-c2c7cc0612ed\", \"98d0c3f6-6603-42d9-bb1b-027a9dbf17f1\", \"900cb160-b2da-49f0-893f-360f181972a5\", \"243e50d7-8e50-4abb-a943-97decba2b920\"], \"total_duration\": 1211.0, \"total_sessions\": 4, \"mean_week_duration\": 7.475}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is Beijing"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Beijing\"]]}}}\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": "Could you enlighten me about 4 users who don't belong to cities New Delhi, Jakarta, Nassau, Lisbon, Kuala Lumpur, Havana, New York City, Tokyo in addition do sorting by time in app form the lowest to the highest and in addition remain 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{\"25157\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-06-19 13:47:10.000000+00:00\", \"2021-06-01 22:34:18.000000+00:00\", \"2019-01-04 08:22:55.000000+00:00\", \"2022-03-16 12:09:23.000000+00:00\"], \"session_ids\": [\"75fc8aaa-8b6e-4070-829c-4e96b4f96be4\", \"21d476cb-ed06-4e27-8f6a-7fdee3b2d83e\", \"fc54e8dc-6b61-488e-bd0d-3c5cfa236dca\", \"ca2ed928-9161-4764-a63c-441f99f33ef3\"], \"total_duration\": 210.0, \"total_sessions\": 4, \"mean_week_duration\": 0.901}, \"13442\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-03-14 22:12:41.000000+00:00\", \"2019-06-01 17:22:14.000000+00:00\"], \"session_ids\": [\"08bad88a-b2a8-4ac6-92c1-40bb32f8548a\", \"e289a213-5549-429b-a61d-87aeb746e0ca\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"44533\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-03-01 04:51:51.000000+00:00\", \"2022-11-22 17:39:47.000000+00:00\"], \"session_ids\": [\"500cdb5f-3342-4d9d-b3cd-130442bf5020\", \"be700a33-c0b9-499d-b526-abad1f13a0d7\"], \"total_duration\": 473.0, \"total_sessions\": 2, \"mean_week_duration\": 33.786}, \"85530\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-11-17 09:56:01.000000+00:00\", \"2023-05-28 10:06:28.000000+00:00\"], \"session_ids\": [\"96f68047-7ebe-4d88-9d76-59532784c3eb\", \"6934b46d-1875-40a5-a448-2d8faf87f877\"], \"total_duration\": 218.0, \"total_sessions\": 2, \"mean_week_duration\": 2.725}, \"79111\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-11-21 03:13:00.000000+00:00\", \"2021-10-12 08:11:17.000000+00:00\"], \"session_ids\": [\"453f52c6-23f3-488f-8d5f-06072f8ffcd5\", \"3bd60fce-87d8-4e71-bff0-8289c7a1bc2a\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.759}, \"19642\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-07 05:03:18.000000+00:00\", \"2022-06-02 14:52:04.000000+00:00\", \"2021-07-20 16:18:07.000000+00:00\"], \"session_ids\": [\"0e6b810f-73c9-424e-93d1-3ab09c03ba6e\", \"c00b6e36-8604-4eba-91ad-5bc418c2678e\", \"f29f443d-8855-47ae-bc42-b1eee2fd9801\"], \"total_duration\": 224.0, \"total_sessions\": 3, \"mean_week_duration\": 3.068}, \"32767\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-05-11 09:28:07.000000+00:00\", \"2022-08-19 22:14:45.000000+00:00\"], \"session_ids\": [\"77290ce6-1e63-4fb9-9911-5e0ae3a299fb\", \"fed64a46-9fb0-49c3-bed8-267b08612a6b\"], \"total_duration\": 136.0, \"total_sessions\": 2, \"mean_week_duration\": 1.143}, \"25517\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-05 08:37:24.000000+00:00\", \"2023-06-19 11:30:42.000000+00:00\", \"2022-06-08 18:53:25.000000+00:00\"], \"session_ids\": [\"437e9417-8eb1-436c-bc19-e347b4ce1b79\", \"f36b908b-4e3a-4d40-bfbd-a4908435c622\", \"7413d73e-915e-4e47-a059-5c0a5940648e\"], \"total_duration\": 147.0, \"total_sessions\": 3, \"mean_week_duration\": 1.324}, \"5198\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-01-24 05:04:21.000000+00:00\", \"2019-07-15 06:34:38.000000+00:00\", \"2020-11-20 20:49:30.000000+00:00\"], \"session_ids\": [\"7dc39923-4284-4d2b-9fa8-3793b43fe130\", \"3a6bd8db-9bdd-43e2-87ca-49fda71828d4\", \"162718d6-a382-47d3-95a7-0ba25a6d54bf\"], \"total_duration\": 206.0, \"total_sessions\": 3, \"mean_week_duration\": 1.561}, \"81087\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-01-15 16:00:27.000000+00:00\", \"2021-03-13 00:55:39.000000+00:00\"], \"session_ids\": [\"5a44bb27-0e02-4969-b498-0a7b9da6d2d5\", \"5de9b4de-afa0-4785-af66-26d9e82a6126\"], \"total_duration\": 289.0, \"total_sessions\": 2, \"mean_week_duration\": 6.568}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not New Delhi, Jakarta, Nassau, Larebon, Kuala Lumpur, Havana, New York City, Tokyo"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"New Delhi\", \"Jakarta\", \"Nassau\", \"Lisbon\", \"Kuala Lumpur\", \"Havana\", \"New York City\", \"Tokyo\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"25157\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-06-19 13:47:10.000000+00:00\", \"2021-06-01 22:34:18.000000+00:00\", \"2019-01-04 08:22:55.000000+00:00\", \"2022-03-16 12:09:23.000000+00:00\"], \"session_ids\": [\"75fc8aaa-8b6e-4070-829c-4e96b4f96be4\", \"21d476cb-ed06-4e27-8f6a-7fdee3b2d83e\", \"fc54e8dc-6b61-488e-bd0d-3c5cfa236dca\", \"ca2ed928-9161-4764-a63c-441f99f33ef3\"], \"total_duration\": 210.0, \"total_sessions\": 4, \"mean_week_duration\": 0.901}, \"85530\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-11-17 09:56:01.000000+00:00\", \"2023-05-28 10:06:28.000000+00:00\"], \"session_ids\": [\"96f68047-7ebe-4d88-9d76-59532784c3eb\", \"6934b46d-1875-40a5-a448-2d8faf87f877\"], \"total_duration\": 218.0, \"total_sessions\": 2, \"mean_week_duration\": 2.725}, \"79111\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-11-21 03:13:00.000000+00:00\", \"2021-10-12 08:11:17.000000+00:00\"], \"session_ids\": [\"453f52c6-23f3-488f-8d5f-06072f8ffcd5\", \"3bd60fce-87d8-4e71-bff0-8289c7a1bc2a\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.759}, \"19642\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-07 05:03:18.000000+00:00\", \"2022-06-02 14:52:04.000000+00:00\", \"2021-07-20 16:18:07.000000+00:00\"], \"session_ids\": [\"0e6b810f-73c9-424e-93d1-3ab09c03ba6e\", \"c00b6e36-8604-4eba-91ad-5bc418c2678e\", \"f29f443d-8855-47ae-bc42-b1eee2fd9801\"], \"total_duration\": 224.0, \"total_sessions\": 3, \"mean_week_duration\": 3.068}, \"32767\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-05-11 09:28:07.000000+00:00\", \"2022-08-19 22:14:45.000000+00:00\"], \"session_ids\": [\"77290ce6-1e63-4fb9-9911-5e0ae3a299fb\", \"fed64a46-9fb0-49c3-bed8-267b08612a6b\"], \"total_duration\": 136.0, \"total_sessions\": 2, \"mean_week_duration\": 1.143}, \"25517\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-05 08:37:24.000000+00:00\", \"2023-06-19 11:30:42.000000+00:00\", \"2022-06-08 18:53:25.000000+00:00\"], \"session_ids\": [\"437e9417-8eb1-436c-bc19-e347b4ce1b79\", \"f36b908b-4e3a-4d40-bfbd-a4908435c622\", \"7413d73e-915e-4e47-a059-5c0a5940648e\"], \"total_duration\": 147.0, \"total_sessions\": 3, \"mean_week_duration\": 1.324}, \"5198\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-01-24 05:04:21.000000+00:00\", \"2019-07-15 06:34:38.000000+00:00\", \"2020-11-20 20:49:30.000000+00:00\"], \"session_ids\": [\"7dc39923-4284-4d2b-9fa8-3793b43fe130\", \"3a6bd8db-9bdd-43e2-87ca-49fda71828d4\", \"162718d6-a382-47d3-95a7-0ba25a6d54bf\"], \"total_duration\": 206.0, \"total_sessions\": 3, \"mean_week_duration\": 1.561}, \"81087\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-01-15 16:00:27.000000+00:00\", \"2021-03-13 00:55:39.000000+00:00\"], \"session_ids\": [\"5a44bb27-0e02-4969-b498-0a7b9da6d2d5\", \"5de9b4de-afa0-4785-af66-26d9e82a6126\"], \"total_duration\": 289.0, \"total_sessions\": 2, \"mean_week_duration\": 6.568}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"79111\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-11-21 03:13:00.000000+00:00\", \"2021-10-12 08:11:17.000000+00:00\"], \"session_ids\": [\"453f52c6-23f3-488f-8d5f-06072f8ffcd5\", \"3bd60fce-87d8-4e71-bff0-8289c7a1bc2a\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.759}}, {\"32767\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-05-11 09:28:07.000000+00:00\", \"2022-08-19 22:14:45.000000+00:00\"], \"session_ids\": [\"77290ce6-1e63-4fb9-9911-5e0ae3a299fb\", \"fed64a46-9fb0-49c3-bed8-267b08612a6b\"], \"total_duration\": 136.0, \"total_sessions\": 2, \"mean_week_duration\": 1.143}}, {\"25517\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-05 08:37:24.000000+00:00\", \"2023-06-19 11:30:42.000000+00:00\", \"2022-06-08 18:53:25.000000+00:00\"], \"session_ids\": [\"437e9417-8eb1-436c-bc19-e347b4ce1b79\", \"f36b908b-4e3a-4d40-bfbd-a4908435c622\", \"7413d73e-915e-4e47-a059-5c0a5940648e\"], \"total_duration\": 147.0, \"total_sessions\": 3, \"mean_week_duration\": 1.324}}, {\"5198\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-01-24 05:04:21.000000+00:00\", \"2019-07-15 06:34:38.000000+00:00\", \"2020-11-20 20:49:30.000000+00:00\"], \"session_ids\": [\"7dc39923-4284-4d2b-9fa8-3793b43fe130\", \"3a6bd8db-9bdd-43e2-87ca-49fda71828d4\", \"162718d6-a382-47d3-95a7-0ba25a6d54bf\"], \"total_duration\": 206.0, \"total_sessions\": 3, \"mean_week_duration\": 1.561}}, {\"25157\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-06-19 13:47:10.000000+00:00\", \"2021-06-01 22:34:18.000000+00:00\", \"2019-01-04 08:22:55.000000+00:00\", \"2022-03-16 12:09:23.000000+00:00\"], \"session_ids\": [\"75fc8aaa-8b6e-4070-829c-4e96b4f96be4\", \"21d476cb-ed06-4e27-8f6a-7fdee3b2d83e\", \"fc54e8dc-6b61-488e-bd0d-3c5cfa236dca\", \"ca2ed928-9161-4764-a63c-441f99f33ef3\"], \"total_duration\": 210.0, \"total_sessions\": 4, \"mean_week_duration\": 0.901}}, {\"85530\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-11-17 09:56:01.000000+00:00\", \"2023-05-28 10:06:28.000000+00:00\"], \"session_ids\": [\"96f68047-7ebe-4d88-9d76-59532784c3eb\", \"6934b46d-1875-40a5-a448-2d8faf87f877\"], \"total_duration\": 218.0, \"total_sessions\": 2, \"mean_week_duration\": 2.725}}, {\"19642\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-07 05:03:18.000000+00:00\", \"2022-06-02 14:52:04.000000+00:00\", \"2021-07-20 16:18:07.000000+00:00\"], \"session_ids\": [\"0e6b810f-73c9-424e-93d1-3ab09c03ba6e\", \"c00b6e36-8604-4eba-91ad-5bc418c2678e\", \"f29f443d-8855-47ae-bc42-b1eee2fd9801\"], \"total_duration\": 224.0, \"total_sessions\": 3, \"mean_week_duration\": 3.068}}, {\"81087\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-01-15 16:00:27.000000+00:00\", \"2021-03-13 00:55:39.000000+00:00\"], \"session_ids\": [\"5a44bb27-0e02-4969-b498-0a7b9da6d2d5\", \"5de9b4de-afa0-4785-af66-26d9e82a6126\"], \"total_duration\": 289.0, \"total_sessions\": 2, \"mean_week_duration\": 6.568}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"79111\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-11-21 03:13:00.000000+00:00\", \"2021-10-12 08:11:17.000000+00:00\"], \"session_ids\": [\"453f52c6-23f3-488f-8d5f-06072f8ffcd5\", \"3bd60fce-87d8-4e71-bff0-8289c7a1bc2a\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.759}}, {\"32767\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-05-11 09:28:07.000000+00:00\", \"2022-08-19 22:14:45.000000+00:00\"], \"session_ids\": [\"77290ce6-1e63-4fb9-9911-5e0ae3a299fb\", \"fed64a46-9fb0-49c3-bed8-267b08612a6b\"], \"total_duration\": 136.0, \"total_sessions\": 2, \"mean_week_duration\": 1.143}}, {\"25517\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-05 08:37:24.000000+00:00\", \"2023-06-19 11:30:42.000000+00:00\", \"2022-06-08 18:53:25.000000+00:00\"], \"session_ids\": [\"437e9417-8eb1-436c-bc19-e347b4ce1b79\", \"f36b908b-4e3a-4d40-bfbd-a4908435c622\", \"7413d73e-915e-4e47-a059-5c0a5940648e\"], \"total_duration\": 147.0, \"total_sessions\": 3, \"mean_week_duration\": 1.324}}, {\"5198\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-01-24 05:04:21.000000+00:00\", \"2019-07-15 06:34:38.000000+00:00\", \"2020-11-20 20:49:30.000000+00:00\"], \"session_ids\": [\"7dc39923-4284-4d2b-9fa8-3793b43fe130\", \"3a6bd8db-9bdd-43e2-87ca-49fda71828d4\", \"162718d6-a382-47d3-95a7-0ba25a6d54bf\"], \"total_duration\": 206.0, \"total_sessions\": 3, \"mean_week_duration\": 1.561}}]\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[{\"79111\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-11-21 03:13:00.000000+00:00\", \"2021-10-12 08:11:17.000000+00:00\"], \"session_ids\": [\"453f52c6-23f3-488f-8d5f-06072f8ffcd5\", \"3bd60fce-87d8-4e71-bff0-8289c7a1bc2a\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.759}}, {\"32767\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-05-11 09:28:07.000000+00:00\", \"2022-08-19 22:14:45.000000+00:00\"], \"session_ids\": [\"77290ce6-1e63-4fb9-9911-5e0ae3a299fb\", \"fed64a46-9fb0-49c3-bed8-267b08612a6b\"], \"total_duration\": 136.0, \"total_sessions\": 2, \"mean_week_duration\": 1.143}}, {\"25517\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-05 08:37:24.000000+00:00\", \"2023-06-19 11:30:42.000000+00:00\", \"2022-06-08 18:53:25.000000+00:00\"], \"session_ids\": [\"437e9417-8eb1-436c-bc19-e347b4ce1b79\", \"f36b908b-4e3a-4d40-bfbd-a4908435c622\", \"7413d73e-915e-4e47-a059-5c0a5940648e\"], \"total_duration\": 147.0, \"total_sessions\": 3, \"mean_week_duration\": 1.324}}, {\"5198\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-01-24 05:04:21.000000+00:00\", \"2019-07-15 06:34:38.000000+00:00\", \"2020-11-20 20:49:30.000000+00:00\"], \"session_ids\": [\"7dc39923-4284-4d2b-9fa8-3793b43fe130\", \"3a6bd8db-9bdd-43e2-87ca-49fda71828d4\", \"162718d6-a382-47d3-95a7-0ba25a6d54bf\"], \"total_duration\": 206.0, \"total_sessions\": 3, \"mean_week_duration\": 1.561}}]\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 users with a mean_week_duration that is above 6 and below 48, exclusive 6 + sort by town title form the highest to the lowest."
}
] |
[
{
"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{\"12597\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-02-15 21:26:27.000000+00:00\", \"2019-07-16 05:47:41.000000+00:00\", \"2019-09-19 15:36:49.000000+00:00\", \"2022-03-17 03:16:55.000000+00:00\"], \"session_ids\": [\"5c36c34d-a5e8-47fe-b659-ed800840adf1\", \"797a505d-3e6e-4fa2-8643-4e556c1df864\", \"40466e05-a689-45a0-bb85-338b424a7506\", \"c4cc2083-0976-4422-874b-f5d90d46b5a5\"], \"total_duration\": 1212.0, \"total_sessions\": 4, \"mean_week_duration\": 7.528}, \"68966\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-17 15:13:12.000000+00:00\", \"2019-03-13 10:26:23.000000+00:00\"], \"session_ids\": [\"26df9966-a475-471e-9d33-069677cd73d6\", \"30863f5f-c972-42ab-87d5-8f9ca21049e5\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 43.8}, \"72399\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-02-27 17:16:47.000000+00:00\", \"2019-01-13 17:07:48.000000+00:00\", \"2019-04-05 20:18:50.000000+00:00\", \"2021-12-18 08:36:10.000000+00:00\", \"2020-09-28 08:24:37.000000+00:00\", \"2020-01-19 04:43:23.000000+00:00\", \"2022-02-24 10:40:59.000000+00:00\", \"2020-06-22 17:22:13.000000+00:00\", \"2020-08-16 02:57:41.000000+00:00\", \"2022-01-25 10:06:25.000000+00:00\"], \"session_ids\": [\"7f779473-6089-4491-9fff-8068d99033dd\", \"7a96cd92-565c-44fd-bfc2-78020898bcf1\", \"d8d6d8e4-4a0d-47ee-ba74-0587dc853a31\", \"ed6ac31c-2987-497b-8a19-91f836fb52b3\", \"cc42bd64-2214-4861-bffa-f3d485ff3cd1\", \"6e0d2cd8-5ec4-405c-bdc0-e6f162b271a4\", \"0202773a-8d15-40b1-8e26-72783d3f1465\", \"74f9431f-a639-4153-ab26-44db445095d7\", \"f695b815-ad60-475e-b451-bf5d8c08777f\", \"3fea485d-c612-45af-9724-588b4065101e\"], \"total_duration\": 5496.0, \"total_sessions\": 10, \"mean_week_duration\": 33.718}, \"36662\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-05-17 03:07:05.000000+00:00\", \"2023-05-23 14:07:43.000000+00:00\", \"2020-12-20 19:41:25.000000+00:00\", \"2023-04-05 23:54:51.000000+00:00\", \"2019-06-25 14:27:05.000000+00:00\", \"2019-04-13 07:35:50.000000+00:00\", \"2020-03-02 19:52:30.000000+00:00\", \"2022-08-01 19:56:35.000000+00:00\", \"2021-07-31 14:00:32.000000+00:00\"], \"session_ids\": [\"a645fec0-7692-41df-8737-7580dccfa4bf\", \"d2ba19a6-2f23-48ab-8f4d-4daae7a95221\", \"e79737cc-7c6a-4d61-a143-3704d2df3eec\", \"0665b078-6980-489f-b197-b7fd4fc9894e\", \"a477c411-a6ed-4249-9ffc-6b8b6220ebf2\", \"2d335adf-f5c4-4607-8dc4-d6ce35b28f17\", \"695a5147-3b51-4ed4-b9fb-a01fe413f50b\", \"8e46a3c3-0af9-44ab-b76c-f23c1d20a9e7\", \"cf2cca33-4e26-48e3-9451-b5f67acc21cd\"], \"total_duration\": 1725.0, \"total_sessions\": 9, \"mean_week_duration\": 8.023}, \"55516\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-10-12 18:35:40.000000+00:00\", \"2021-08-20 17:33:44.000000+00:00\"], \"session_ids\": [\"34108de2-e945-41f8-b095-365eaa92f481\", \"f4fe02d4-793a-48ef-8b79-7cd1a399c93a\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.165}, \"81211\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-02-01 03:34:59.000000+00:00\", \"2023-06-25 11:44:54.000000+00:00\", \"2020-03-07 21:15:07.000000+00:00\", \"2019-06-13 12:08:36.000000+00:00\", \"2020-09-15 23:02:31.000000+00:00\"], \"session_ids\": [\"64a5610f-4292-45ab-b746-708679fd016f\", \"afd501ff-9ccc-4308-91cd-309f4003c8c2\", \"3f85654e-7eaa-4d83-82ee-2dd6b13c8204\", \"675f8f6b-cd79-4e45-8539-edb406c032cd\", \"c4a1df57-ed85-46c2-9c52-782d3178620a\"], \"total_duration\": 183.0, \"total_sessions\": 5, \"mean_week_duration\": 0.867}, \"25529\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-07-04 13:25:59.000000+00:00\", \"2020-12-24 15:30:31.000000+00:00\"], \"session_ids\": [\"eb1d2a50-bf85-41eb-9bb0-85cef624c440\", \"53ef8944-6ada-4854-b90f-b4cea20fcadd\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.821}, \"70001\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-06-28 10:20:50.000000+00:00\", \"2020-05-30 22:33:25.000000+00:00\", \"2022-12-31 06:30:33.000000+00:00\"], \"session_ids\": [\"5ac7bcc0-6461-40fd-838c-eb2fdf74b89c\", \"bf1309c2-3023-40b7-8f86-af9cf8607bde\", \"f42169c8-2a8b-4765-b003-4ef94efe1d35\"], \"total_duration\": 37.0, \"total_sessions\": 3, \"mean_week_duration\": 0.274}, \"67708\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-03-21 15:04:17.000000+00:00\", \"2023-06-22 21:40:47.000000+00:00\", \"2019-12-24 19:30:25.000000+00:00\", \"2022-08-28 12:33:35.000000+00:00\"], \"session_ids\": [\"8632c6d9-1913-4739-a1dc-41d7671ce781\", \"3dd0e50a-0c1e-44f8-b8f3-88e30796a19e\", \"480800c3-85f2-4bd4-8b97-109cdb09cfe3\", \"2a743979-e0df-4fd5-8ae9-dfa74ce7196f\"], \"total_duration\": 293.0, \"total_sessions\": 4, \"mean_week_duration\": 1.601}, \"69053\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-05-18 00:32:57.000000+00:00\", \"2021-07-26 22:22:05.000000+00:00\"], \"session_ids\": [\"af74d1da-b2c5-40d0-87b3-daffd36e5a3b\", \"19554ea8-a9f5-4548-b4b2-b66d54ebb359\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 1.565}}\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 6 and are equal or less than 48"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[6, 48]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"12597\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-02-15 21:26:27.000000+00:00\", \"2019-07-16 05:47:41.000000+00:00\", \"2019-09-19 15:36:49.000000+00:00\", \"2022-03-17 03:16:55.000000+00:00\"], \"session_ids\": [\"5c36c34d-a5e8-47fe-b659-ed800840adf1\", \"797a505d-3e6e-4fa2-8643-4e556c1df864\", \"40466e05-a689-45a0-bb85-338b424a7506\", \"c4cc2083-0976-4422-874b-f5d90d46b5a5\"], \"total_duration\": 1212.0, \"total_sessions\": 4, \"mean_week_duration\": 7.528}, \"68966\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-17 15:13:12.000000+00:00\", \"2019-03-13 10:26:23.000000+00:00\"], \"session_ids\": [\"26df9966-a475-471e-9d33-069677cd73d6\", \"30863f5f-c972-42ab-87d5-8f9ca21049e5\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 43.8}, \"72399\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-02-27 17:16:47.000000+00:00\", \"2019-01-13 17:07:48.000000+00:00\", \"2019-04-05 20:18:50.000000+00:00\", \"2021-12-18 08:36:10.000000+00:00\", \"2020-09-28 08:24:37.000000+00:00\", \"2020-01-19 04:43:23.000000+00:00\", \"2022-02-24 10:40:59.000000+00:00\", \"2020-06-22 17:22:13.000000+00:00\", \"2020-08-16 02:57:41.000000+00:00\", \"2022-01-25 10:06:25.000000+00:00\"], \"session_ids\": [\"7f779473-6089-4491-9fff-8068d99033dd\", \"7a96cd92-565c-44fd-bfc2-78020898bcf1\", \"d8d6d8e4-4a0d-47ee-ba74-0587dc853a31\", \"ed6ac31c-2987-497b-8a19-91f836fb52b3\", \"cc42bd64-2214-4861-bffa-f3d485ff3cd1\", \"6e0d2cd8-5ec4-405c-bdc0-e6f162b271a4\", \"0202773a-8d15-40b1-8e26-72783d3f1465\", \"74f9431f-a639-4153-ab26-44db445095d7\", \"f695b815-ad60-475e-b451-bf5d8c08777f\", \"3fea485d-c612-45af-9724-588b4065101e\"], \"total_duration\": 5496.0, \"total_sessions\": 10, \"mean_week_duration\": 33.718}, \"36662\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-05-17 03:07:05.000000+00:00\", \"2023-05-23 14:07:43.000000+00:00\", \"2020-12-20 19:41:25.000000+00:00\", \"2023-04-05 23:54:51.000000+00:00\", \"2019-06-25 14:27:05.000000+00:00\", \"2019-04-13 07:35:50.000000+00:00\", \"2020-03-02 19:52:30.000000+00:00\", \"2022-08-01 19:56:35.000000+00:00\", \"2021-07-31 14:00:32.000000+00:00\"], \"session_ids\": [\"a645fec0-7692-41df-8737-7580dccfa4bf\", \"d2ba19a6-2f23-48ab-8f4d-4daae7a95221\", \"e79737cc-7c6a-4d61-a143-3704d2df3eec\", \"0665b078-6980-489f-b197-b7fd4fc9894e\", \"a477c411-a6ed-4249-9ffc-6b8b6220ebf2\", \"2d335adf-f5c4-4607-8dc4-d6ce35b28f17\", \"695a5147-3b51-4ed4-b9fb-a01fe413f50b\", \"8e46a3c3-0af9-44ab-b76c-f23c1d20a9e7\", \"cf2cca33-4e26-48e3-9451-b5f67acc21cd\"], \"total_duration\": 1725.0, \"total_sessions\": 9, \"mean_week_duration\": 8.023}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"36662\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-05-17 03:07:05.000000+00:00\", \"2023-05-23 14:07:43.000000+00:00\", \"2020-12-20 19:41:25.000000+00:00\", \"2023-04-05 23:54:51.000000+00:00\", \"2019-06-25 14:27:05.000000+00:00\", \"2019-04-13 07:35:50.000000+00:00\", \"2020-03-02 19:52:30.000000+00:00\", \"2022-08-01 19:56:35.000000+00:00\", \"2021-07-31 14:00:32.000000+00:00\"], \"session_ids\": [\"a645fec0-7692-41df-8737-7580dccfa4bf\", \"d2ba19a6-2f23-48ab-8f4d-4daae7a95221\", \"e79737cc-7c6a-4d61-a143-3704d2df3eec\", \"0665b078-6980-489f-b197-b7fd4fc9894e\", \"a477c411-a6ed-4249-9ffc-6b8b6220ebf2\", \"2d335adf-f5c4-4607-8dc4-d6ce35b28f17\", \"695a5147-3b51-4ed4-b9fb-a01fe413f50b\", \"8e46a3c3-0af9-44ab-b76c-f23c1d20a9e7\", \"cf2cca33-4e26-48e3-9451-b5f67acc21cd\"], \"total_duration\": 1725.0, \"total_sessions\": 9, \"mean_week_duration\": 8.023}}, {\"72399\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-02-27 17:16:47.000000+00:00\", \"2019-01-13 17:07:48.000000+00:00\", \"2019-04-05 20:18:50.000000+00:00\", \"2021-12-18 08:36:10.000000+00:00\", \"2020-09-28 08:24:37.000000+00:00\", \"2020-01-19 04:43:23.000000+00:00\", \"2022-02-24 10:40:59.000000+00:00\", \"2020-06-22 17:22:13.000000+00:00\", \"2020-08-16 02:57:41.000000+00:00\", \"2022-01-25 10:06:25.000000+00:00\"], \"session_ids\": [\"7f779473-6089-4491-9fff-8068d99033dd\", \"7a96cd92-565c-44fd-bfc2-78020898bcf1\", \"d8d6d8e4-4a0d-47ee-ba74-0587dc853a31\", \"ed6ac31c-2987-497b-8a19-91f836fb52b3\", \"cc42bd64-2214-4861-bffa-f3d485ff3cd1\", \"6e0d2cd8-5ec4-405c-bdc0-e6f162b271a4\", \"0202773a-8d15-40b1-8e26-72783d3f1465\", \"74f9431f-a639-4153-ab26-44db445095d7\", \"f695b815-ad60-475e-b451-bf5d8c08777f\", \"3fea485d-c612-45af-9724-588b4065101e\"], \"total_duration\": 5496.0, \"total_sessions\": 10, \"mean_week_duration\": 33.718}}, {\"68966\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-17 15:13:12.000000+00:00\", \"2019-03-13 10:26:23.000000+00:00\"], \"session_ids\": [\"26df9966-a475-471e-9d33-069677cd73d6\", \"30863f5f-c972-42ab-87d5-8f9ca21049e5\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 43.8}}, {\"12597\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-02-15 21:26:27.000000+00:00\", \"2019-07-16 05:47:41.000000+00:00\", \"2019-09-19 15:36:49.000000+00:00\", \"2022-03-17 03:16:55.000000+00:00\"], \"session_ids\": [\"5c36c34d-a5e8-47fe-b659-ed800840adf1\", \"797a505d-3e6e-4fa2-8643-4e556c1df864\", \"40466e05-a689-45a0-bb85-338b424a7506\", \"c4cc2083-0976-4422-874b-f5d90d46b5a5\"], \"total_duration\": 1212.0, \"total_sessions\": 4, \"mean_week_duration\": 7.528}}]\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[{\"36662\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-05-17 03:07:05.000000+00:00\", \"2023-05-23 14:07:43.000000+00:00\", \"2020-12-20 19:41:25.000000+00:00\", \"2023-04-05 23:54:51.000000+00:00\", \"2019-06-25 14:27:05.000000+00:00\", \"2019-04-13 07:35:50.000000+00:00\", \"2020-03-02 19:52:30.000000+00:00\", \"2022-08-01 19:56:35.000000+00:00\", \"2021-07-31 14:00:32.000000+00:00\"], \"session_ids\": [\"a645fec0-7692-41df-8737-7580dccfa4bf\", \"d2ba19a6-2f23-48ab-8f4d-4daae7a95221\", \"e79737cc-7c6a-4d61-a143-3704d2df3eec\", \"0665b078-6980-489f-b197-b7fd4fc9894e\", \"a477c411-a6ed-4249-9ffc-6b8b6220ebf2\", \"2d335adf-f5c4-4607-8dc4-d6ce35b28f17\", \"695a5147-3b51-4ed4-b9fb-a01fe413f50b\", \"8e46a3c3-0af9-44ab-b76c-f23c1d20a9e7\", \"cf2cca33-4e26-48e3-9451-b5f67acc21cd\"], \"total_duration\": 1725.0, \"total_sessions\": 9, \"mean_week_duration\": 8.023}}, {\"72399\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-02-27 17:16:47.000000+00:00\", \"2019-01-13 17:07:48.000000+00:00\", \"2019-04-05 20:18:50.000000+00:00\", \"2021-12-18 08:36:10.000000+00:00\", \"2020-09-28 08:24:37.000000+00:00\", \"2020-01-19 04:43:23.000000+00:00\", \"2022-02-24 10:40:59.000000+00:00\", \"2020-06-22 17:22:13.000000+00:00\", \"2020-08-16 02:57:41.000000+00:00\", \"2022-01-25 10:06:25.000000+00:00\"], \"session_ids\": [\"7f779473-6089-4491-9fff-8068d99033dd\", \"7a96cd92-565c-44fd-bfc2-78020898bcf1\", \"d8d6d8e4-4a0d-47ee-ba74-0587dc853a31\", \"ed6ac31c-2987-497b-8a19-91f836fb52b3\", \"cc42bd64-2214-4861-bffa-f3d485ff3cd1\", \"6e0d2cd8-5ec4-405c-bdc0-e6f162b271a4\", \"0202773a-8d15-40b1-8e26-72783d3f1465\", \"74f9431f-a639-4153-ab26-44db445095d7\", \"f695b815-ad60-475e-b451-bf5d8c08777f\", \"3fea485d-c612-45af-9724-588b4065101e\"], \"total_duration\": 5496.0, \"total_sessions\": 10, \"mean_week_duration\": 33.718}}, {\"68966\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-17 15:13:12.000000+00:00\", \"2019-03-13 10:26:23.000000+00:00\"], \"session_ids\": [\"26df9966-a475-471e-9d33-069677cd73d6\", \"30863f5f-c972-42ab-87d5-8f9ca21049e5\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 43.8}}, {\"12597\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-02-15 21:26:27.000000+00:00\", \"2019-07-16 05:47:41.000000+00:00\", \"2019-09-19 15:36:49.000000+00:00\", \"2022-03-17 03:16:55.000000+00:00\"], \"session_ids\": [\"5c36c34d-a5e8-47fe-b659-ed800840adf1\", \"797a505d-3e6e-4fa2-8643-4e556c1df864\", \"40466e05-a689-45a0-bb85-338b424a7506\", \"c4cc2083-0976-4422-874b-f5d90d46b5a5\"], \"total_duration\": 1212.0, \"total_sessions\": 4, \"mean_week_duration\": 7.528}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please provide insights on 7 users whose average of total time spent in the app per week is same as 16 and execute sorting by urban title 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{\"22390\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-12-05 10:29:10.000000+00:00\", \"2019-02-01 20:34:04.000000+00:00\"], \"session_ids\": [\"5a95987c-3e15-4ba6-8297-1b2192bb8fb5\", \"15dd257a-d29d-4e3e-85f7-8df8a26d9608\"], \"total_duration\": 391.0, \"total_sessions\": 2, \"mean_week_duration\": 8.886}, \"17936\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-11-27 20:18:18.000000+00:00\", \"2021-11-06 03:18:17.000000+00:00\"], \"session_ids\": [\"7da96a6d-6446-4dbe-9b9f-dc4e3a72aa27\", \"b87ed56e-70cc-43aa-b45d-3ceb5bf87022\"], \"total_duration\": 325.0, \"total_sessions\": 2, \"mean_week_duration\": 5.804}, \"30355\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-08-22 12:57:45.000000+00:00\", \"2019-12-28 00:52:15.000000+00:00\", \"2020-04-03 13:42:20.000000+00:00\"], \"session_ids\": [\"b53cb6d7-cdc7-4ac5-bfaf-f2209ff7af09\", \"26bead9c-1962-4ba7-a5e8-f24f0ff88719\", \"59f75fce-f3cf-4399-929f-a144bedde9ae\"], \"total_duration\": 357.0, \"total_sessions\": 3, \"mean_week_duration\": 10.818}, \"92284\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-07 12:15:55.000000+00:00\", \"2021-06-03 18:11:40.000000+00:00\"], \"session_ids\": [\"0c029b2e-1fbb-4968-be5c-ad338462d516\", \"d96f5978-8f0a-4228-92e0-1a6b7616f1c6\"], \"total_duration\": 328.0, \"total_sessions\": 2, \"mean_week_duration\": 3.727}, \"44693\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-08-05 04:06:37.000000+00:00\", \"2019-01-16 16:52:44.000000+00:00\", \"2022-08-13 13:52:21.000000+00:00\", \"2022-02-16 01:43:59.000000+00:00\"], \"session_ids\": [\"89a89772-4bfb-433b-b765-efcae7c5c663\", \"f5d7747b-e458-47d8-a412-185d4b03a609\", \"5b701d88-e5a2-4f52-9c30-29d19b9537b7\", \"fdef17c4-502a-494a-b147-73f24a35fffa\"], \"total_duration\": 137.0, \"total_sessions\": 4, \"mean_week_duration\": 0.733}, \"17665\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-05-02 15:03:14.000000+00:00\", \"2019-12-22 22:53:38.000000+00:00\"], \"session_ids\": [\"837d9858-fedf-4e70-93ab-bb2d46c084a1\", \"1af9ab01-ec89-478d-97ff-8d64385c4104\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}, \"84739\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-09-06 06:47:41.000000+00:00\", \"2021-01-18 12:53:17.000000+00:00\", \"2023-06-17 04:41:34.000000+00:00\", \"2020-09-10 16:28:57.000000+00:00\"], \"session_ids\": [\"ddb21b32-c99b-4136-b9ec-d72c392df9d4\", \"de430b59-91d9-4e5d-91e8-7780485bab26\", \"25c97951-75f6-4dbf-8e82-9d580cb15a51\", \"f427715b-c2ed-4de3-a865-166873b98efe\"], \"total_duration\": 1565.0, \"total_sessions\": 4, \"mean_week_duration\": 7.944}, \"58918\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-07-26 02:41:46.000000+00:00\", \"2019-10-25 23:51:11.000000+00:00\", \"2022-05-15 02:12:06.000000+00:00\", \"2021-09-20 06:51:51.000000+00:00\", \"2023-05-01 02:27:44.000000+00:00\", \"2021-05-09 02:55:48.000000+00:00\", \"2023-04-03 23:48:31.000000+00:00\", \"2020-06-14 22:04:28.000000+00:00\", \"2021-09-20 23:13:57.000000+00:00\", \"2020-10-01 19:39:31.000000+00:00\", \"2021-11-27 22:50:59.000000+00:00\"], \"session_ids\": [\"6444ae66-6cd6-47ac-b133-980e7d0da795\", \"030b6eaf-dbf1-4ea6-ae21-cc1a96593170\", \"d7f54bad-1f50-4be6-b75a-c9bf84e05407\", \"1caec2ea-7d15-4cbf-8de4-cc416debc8b5\", \"d1c4f131-2a08-4d4e-8f28-40f8108f175a\", \"b536b57b-ec06-4ce9-b4a5-4b555d703dda\", \"881fb161-2628-4351-b5ad-4fa1ebed755e\", \"189d8490-c4f7-48cf-a3bc-4b8ea961f2fc\", \"5c0649dd-4f2d-42f4-85d1-c364cc7ffc3c\", \"e62f995b-397c-4d18-90ec-107e61477bdc\", \"17d7c272-f423-4040-826d-bad489a14e7a\"], \"total_duration\": 11679.0, \"total_sessions\": 11, \"mean_week_duration\": 59.284}, \"67249\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-06-01 15:34:08.000000+00:00\", \"2021-12-24 18:04:24.000000+00:00\"], \"session_ids\": [\"d4955d4d-0fb9-4e54-acec-9fd4d9852ffd\", \"5aa0085f-48b7-4d46-b60b-a4413e61684e\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.957}, \"97241\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-04-19 13:29:03.000000+00:00\", \"2022-02-21 07:27:45.000000+00:00\"], \"session_ids\": [\"639a1c90-ac3b-4aa6-bc16-473f92f5323e\", \"7e8a272a-c264-4a2a-bc49-a33d8330ee6c\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 2.951}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are 16"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[16, 40]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me users who don't belong to cities Istanbul, Tokyo, Oslo, Berlin and in addition execute sorting by town title in desc 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{\"2462\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-02-20 20:55:46.000000+00:00\", \"2021-03-06 11:24:36.000000+00:00\", \"2021-04-27 14:58:32.000000+00:00\"], \"session_ids\": [\"0323ef23-7e92-4f51-800a-2a6dc73b1cf4\", \"9f1af2d7-47c8-46b6-a04f-47f4c31219ca\", \"b4a9b750-159f-4bff-9d02-8b38249a3652\"], \"total_duration\": 250.0, \"total_sessions\": 3, \"mean_week_duration\": 2.427}, \"97208\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-09 15:34:23.000000+00:00\", \"2023-03-21 06:28:08.000000+00:00\", \"2021-01-17 03:58:46.000000+00:00\"], \"session_ids\": [\"b6eb0ca2-81d4-4591-a08f-bde893a7299e\", \"b8ff75d5-c363-4a9c-812e-c71b1eced093\", \"99537174-1580-40f1-aec7-39603ba501be\"], \"total_duration\": 131.0, \"total_sessions\": 3, \"mean_week_duration\": 1.149}, \"22321\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-06-13 06:30:33.000000+00:00\", \"2020-05-03 06:34:28.000000+00:00\", \"2021-05-29 18:28:51.000000+00:00\"], \"session_ids\": [\"ac679c9d-5e9b-4972-b341-216cfc4b20e5\", \"7513ee7b-92ea-45d6-a35b-03cace3695aa\", \"9e24dbfe-639f-47b1-8bb6-118a7accfab8\"], \"total_duration\": 814.0, \"total_sessions\": 3, \"mean_week_duration\": 14.034}, \"44783\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-27 06:16:45.000000+00:00\", \"2021-06-16 14:39:12.000000+00:00\"], \"session_ids\": [\"f9716549-5921-4593-90fa-d95ae4ddfdca\", \"cb7de464-9f3a-4079-9db8-f50d5ed50f13\"], \"total_duration\": 230.0, \"total_sessions\": 2, \"mean_week_duration\": 115.0}, \"30501\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-06 16:31:03.000000+00:00\", \"2021-12-29 09:31:01.000000+00:00\"], \"session_ids\": [\"bb93fe12-167c-4267-9b78-1658edccda8c\", \"ca8fe96e-cf1e-4d4f-9666-d502fffb003c\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 8.5}, \"36538\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-19 00:06:54.000000+00:00\", \"2019-11-27 12:48:13.000000+00:00\"], \"session_ids\": [\"54a4de66-17ad-4287-80b5-a24032bb54df\", \"90776c57-c293-41a5-923d-cbc88bc59821\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 1.941}, \"5993\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-04-14 12:42:20.000000+00:00\", \"2021-12-22 10:41:58.000000+00:00\"], \"session_ids\": [\"3695d0e8-b3db-4591-8040-42012507e2c8\", \"a70c619b-c283-41d1-a694-7f014dbe0e5a\"], \"total_duration\": 203.0, \"total_sessions\": 2, \"mean_week_duration\": 2.307}, \"10224\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-10-12 08:52:16.000000+00:00\", \"2022-07-30 09:34:27.000000+00:00\"], \"session_ids\": [\"d04ab47e-1133-4ef3-b490-2289682c8381\", \"8bb2320b-1721-407c-a8f4-fb500a88d2f0\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 4.636}, \"73759\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-09-26 00:05:42.000000+00:00\", \"2023-01-16 19:11:05.000000+00:00\", \"2021-03-01 04:58:33.000000+00:00\", \"2020-07-07 06:04:08.000000+00:00\", \"2020-01-17 21:03:15.000000+00:00\", \"2019-01-07 09:29:59.000000+00:00\", \"2021-12-22 06:52:29.000000+00:00\", \"2023-05-28 07:25:40.000000+00:00\", \"2022-01-01 00:23:23.000000+00:00\", \"2022-01-11 12:46:37.000000+00:00\"], \"session_ids\": [\"ec0911c8-fc5c-41c7-a35a-bb48dde4fad4\", \"5aa9001d-4883-4123-9ddb-f04e26839b34\", \"aa8d5ae1-5224-43a4-8102-2f4092cb4628\", \"7df769f2-513e-44d2-8f6d-84e6c4ad8ebb\", \"7e9520b4-505e-45b7-8628-733a44e43e91\", \"93cd1b12-0ca4-4fd9-88c9-981659d82a79\", \"79398d1e-4b62-4759-9b93-05a40bf25b6c\", \"53980d8e-fd87-4e98-8548-69c74443b028\", \"c491a640-8344-404f-98b5-8ad5f7e85fca\", \"b639b94a-7fa8-4ad7-ab69-f23f3191f04f\"], \"total_duration\": 21685.0, \"total_sessions\": 10, \"mean_week_duration\": 94.694}, \"6493\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-05-24 11:01:34.000000+00:00\", \"2020-11-25 15:26:15.000000+00:00\"], \"session_ids\": [\"c6b7653c-d60b-4658-b24e-4b902cb055b6\", \"6c275477-1530-4f1d-beaf-c8a38fb981d1\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 6.519}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Istanbul, Tokyo, Oslo, Berlin"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Istanbul\", \"Tokyo\", \"Oslo\", \"Berlin\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"2462\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-02-20 20:55:46.000000+00:00\", \"2021-03-06 11:24:36.000000+00:00\", \"2021-04-27 14:58:32.000000+00:00\"], \"session_ids\": [\"0323ef23-7e92-4f51-800a-2a6dc73b1cf4\", \"9f1af2d7-47c8-46b6-a04f-47f4c31219ca\", \"b4a9b750-159f-4bff-9d02-8b38249a3652\"], \"total_duration\": 250.0, \"total_sessions\": 3, \"mean_week_duration\": 2.427}, \"97208\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-09 15:34:23.000000+00:00\", \"2023-03-21 06:28:08.000000+00:00\", \"2021-01-17 03:58:46.000000+00:00\"], \"session_ids\": [\"b6eb0ca2-81d4-4591-a08f-bde893a7299e\", \"b8ff75d5-c363-4a9c-812e-c71b1eced093\", \"99537174-1580-40f1-aec7-39603ba501be\"], \"total_duration\": 131.0, \"total_sessions\": 3, \"mean_week_duration\": 1.149}, \"22321\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-06-13 06:30:33.000000+00:00\", \"2020-05-03 06:34:28.000000+00:00\", \"2021-05-29 18:28:51.000000+00:00\"], \"session_ids\": [\"ac679c9d-5e9b-4972-b341-216cfc4b20e5\", \"7513ee7b-92ea-45d6-a35b-03cace3695aa\", \"9e24dbfe-639f-47b1-8bb6-118a7accfab8\"], \"total_duration\": 814.0, \"total_sessions\": 3, \"mean_week_duration\": 14.034}, \"44783\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-27 06:16:45.000000+00:00\", \"2021-06-16 14:39:12.000000+00:00\"], \"session_ids\": [\"f9716549-5921-4593-90fa-d95ae4ddfdca\", \"cb7de464-9f3a-4079-9db8-f50d5ed50f13\"], \"total_duration\": 230.0, \"total_sessions\": 2, \"mean_week_duration\": 115.0}, \"30501\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-06 16:31:03.000000+00:00\", \"2021-12-29 09:31:01.000000+00:00\"], \"session_ids\": [\"bb93fe12-167c-4267-9b78-1658edccda8c\", \"ca8fe96e-cf1e-4d4f-9666-d502fffb003c\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 8.5}, \"36538\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-19 00:06:54.000000+00:00\", \"2019-11-27 12:48:13.000000+00:00\"], \"session_ids\": [\"54a4de66-17ad-4287-80b5-a24032bb54df\", \"90776c57-c293-41a5-923d-cbc88bc59821\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 1.941}, \"5993\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-04-14 12:42:20.000000+00:00\", \"2021-12-22 10:41:58.000000+00:00\"], \"session_ids\": [\"3695d0e8-b3db-4591-8040-42012507e2c8\", \"a70c619b-c283-41d1-a694-7f014dbe0e5a\"], \"total_duration\": 203.0, \"total_sessions\": 2, \"mean_week_duration\": 2.307}, \"10224\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-10-12 08:52:16.000000+00:00\", \"2022-07-30 09:34:27.000000+00:00\"], \"session_ids\": [\"d04ab47e-1133-4ef3-b490-2289682c8381\", \"8bb2320b-1721-407c-a8f4-fb500a88d2f0\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 4.636}, \"73759\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-09-26 00:05:42.000000+00:00\", \"2023-01-16 19:11:05.000000+00:00\", \"2021-03-01 04:58:33.000000+00:00\", \"2020-07-07 06:04:08.000000+00:00\", \"2020-01-17 21:03:15.000000+00:00\", \"2019-01-07 09:29:59.000000+00:00\", \"2021-12-22 06:52:29.000000+00:00\", \"2023-05-28 07:25:40.000000+00:00\", \"2022-01-01 00:23:23.000000+00:00\", \"2022-01-11 12:46:37.000000+00:00\"], \"session_ids\": [\"ec0911c8-fc5c-41c7-a35a-bb48dde4fad4\", \"5aa9001d-4883-4123-9ddb-f04e26839b34\", \"aa8d5ae1-5224-43a4-8102-2f4092cb4628\", \"7df769f2-513e-44d2-8f6d-84e6c4ad8ebb\", \"7e9520b4-505e-45b7-8628-733a44e43e91\", \"93cd1b12-0ca4-4fd9-88c9-981659d82a79\", \"79398d1e-4b62-4759-9b93-05a40bf25b6c\", \"53980d8e-fd87-4e98-8548-69c74443b028\", \"c491a640-8344-404f-98b5-8ad5f7e85fca\", \"b639b94a-7fa8-4ad7-ab69-f23f3191f04f\"], \"total_duration\": 21685.0, \"total_sessions\": 10, \"mean_week_duration\": 94.694}, \"6493\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-05-24 11:01:34.000000+00:00\", \"2020-11-25 15:26:15.000000+00:00\"], \"session_ids\": [\"c6b7653c-d60b-4658-b24e-4b902cb055b6\", \"6c275477-1530-4f1d-beaf-c8a38fb981d1\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 6.519}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"10224\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-10-12 08:52:16.000000+00:00\", \"2022-07-30 09:34:27.000000+00:00\"], \"session_ids\": [\"d04ab47e-1133-4ef3-b490-2289682c8381\", \"8bb2320b-1721-407c-a8f4-fb500a88d2f0\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 4.636}}, {\"30501\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-06 16:31:03.000000+00:00\", \"2021-12-29 09:31:01.000000+00:00\"], \"session_ids\": [\"bb93fe12-167c-4267-9b78-1658edccda8c\", \"ca8fe96e-cf1e-4d4f-9666-d502fffb003c\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 8.5}}, {\"5993\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-04-14 12:42:20.000000+00:00\", \"2021-12-22 10:41:58.000000+00:00\"], \"session_ids\": [\"3695d0e8-b3db-4591-8040-42012507e2c8\", \"a70c619b-c283-41d1-a694-7f014dbe0e5a\"], \"total_duration\": 203.0, \"total_sessions\": 2, \"mean_week_duration\": 2.307}}, {\"36538\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-19 00:06:54.000000+00:00\", \"2019-11-27 12:48:13.000000+00:00\"], \"session_ids\": [\"54a4de66-17ad-4287-80b5-a24032bb54df\", \"90776c57-c293-41a5-923d-cbc88bc59821\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 1.941}}, {\"2462\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-02-20 20:55:46.000000+00:00\", \"2021-03-06 11:24:36.000000+00:00\", \"2021-04-27 14:58:32.000000+00:00\"], \"session_ids\": [\"0323ef23-7e92-4f51-800a-2a6dc73b1cf4\", \"9f1af2d7-47c8-46b6-a04f-47f4c31219ca\", \"b4a9b750-159f-4bff-9d02-8b38249a3652\"], \"total_duration\": 250.0, \"total_sessions\": 3, \"mean_week_duration\": 2.427}}, {\"22321\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-06-13 06:30:33.000000+00:00\", \"2020-05-03 06:34:28.000000+00:00\", \"2021-05-29 18:28:51.000000+00:00\"], \"session_ids\": [\"ac679c9d-5e9b-4972-b341-216cfc4b20e5\", \"7513ee7b-92ea-45d6-a35b-03cace3695aa\", \"9e24dbfe-639f-47b1-8bb6-118a7accfab8\"], \"total_duration\": 814.0, \"total_sessions\": 3, \"mean_week_duration\": 14.034}}, {\"6493\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-05-24 11:01:34.000000+00:00\", \"2020-11-25 15:26:15.000000+00:00\"], \"session_ids\": [\"c6b7653c-d60b-4658-b24e-4b902cb055b6\", \"6c275477-1530-4f1d-beaf-c8a38fb981d1\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 6.519}}, {\"97208\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-09 15:34:23.000000+00:00\", \"2023-03-21 06:28:08.000000+00:00\", \"2021-01-17 03:58:46.000000+00:00\"], \"session_ids\": [\"b6eb0ca2-81d4-4591-a08f-bde893a7299e\", \"b8ff75d5-c363-4a9c-812e-c71b1eced093\", \"99537174-1580-40f1-aec7-39603ba501be\"], \"total_duration\": 131.0, \"total_sessions\": 3, \"mean_week_duration\": 1.149}}, {\"44783\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-27 06:16:45.000000+00:00\", \"2021-06-16 14:39:12.000000+00:00\"], \"session_ids\": [\"f9716549-5921-4593-90fa-d95ae4ddfdca\", \"cb7de464-9f3a-4079-9db8-f50d5ed50f13\"], \"total_duration\": 230.0, \"total_sessions\": 2, \"mean_week_duration\": 115.0}}, {\"73759\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-09-26 00:05:42.000000+00:00\", \"2023-01-16 19:11:05.000000+00:00\", \"2021-03-01 04:58:33.000000+00:00\", \"2020-07-07 06:04:08.000000+00:00\", \"2020-01-17 21:03:15.000000+00:00\", \"2019-01-07 09:29:59.000000+00:00\", \"2021-12-22 06:52:29.000000+00:00\", \"2023-05-28 07:25:40.000000+00:00\", \"2022-01-01 00:23:23.000000+00:00\", \"2022-01-11 12:46:37.000000+00:00\"], \"session_ids\": [\"ec0911c8-fc5c-41c7-a35a-bb48dde4fad4\", \"5aa9001d-4883-4123-9ddb-f04e26839b34\", \"aa8d5ae1-5224-43a4-8102-2f4092cb4628\", \"7df769f2-513e-44d2-8f6d-84e6c4ad8ebb\", \"7e9520b4-505e-45b7-8628-733a44e43e91\", \"93cd1b12-0ca4-4fd9-88c9-981659d82a79\", \"79398d1e-4b62-4759-9b93-05a40bf25b6c\", \"53980d8e-fd87-4e98-8548-69c74443b028\", \"c491a640-8344-404f-98b5-8ad5f7e85fca\", \"b639b94a-7fa8-4ad7-ab69-f23f3191f04f\"], \"total_duration\": 21685.0, \"total_sessions\": 10, \"mean_week_duration\": 94.694}}]\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[{\"10224\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-10-12 08:52:16.000000+00:00\", \"2022-07-30 09:34:27.000000+00:00\"], \"session_ids\": [\"d04ab47e-1133-4ef3-b490-2289682c8381\", \"8bb2320b-1721-407c-a8f4-fb500a88d2f0\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 4.636}}, {\"30501\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-06 16:31:03.000000+00:00\", \"2021-12-29 09:31:01.000000+00:00\"], \"session_ids\": [\"bb93fe12-167c-4267-9b78-1658edccda8c\", \"ca8fe96e-cf1e-4d4f-9666-d502fffb003c\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 8.5}}, {\"5993\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-04-14 12:42:20.000000+00:00\", \"2021-12-22 10:41:58.000000+00:00\"], \"session_ids\": [\"3695d0e8-b3db-4591-8040-42012507e2c8\", \"a70c619b-c283-41d1-a694-7f014dbe0e5a\"], \"total_duration\": 203.0, \"total_sessions\": 2, \"mean_week_duration\": 2.307}}, {\"36538\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-19 00:06:54.000000+00:00\", \"2019-11-27 12:48:13.000000+00:00\"], \"session_ids\": [\"54a4de66-17ad-4287-80b5-a24032bb54df\", \"90776c57-c293-41a5-923d-cbc88bc59821\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 1.941}}, {\"2462\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-02-20 20:55:46.000000+00:00\", \"2021-03-06 11:24:36.000000+00:00\", \"2021-04-27 14:58:32.000000+00:00\"], \"session_ids\": [\"0323ef23-7e92-4f51-800a-2a6dc73b1cf4\", \"9f1af2d7-47c8-46b6-a04f-47f4c31219ca\", \"b4a9b750-159f-4bff-9d02-8b38249a3652\"], \"total_duration\": 250.0, \"total_sessions\": 3, \"mean_week_duration\": 2.427}}, {\"22321\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-06-13 06:30:33.000000+00:00\", \"2020-05-03 06:34:28.000000+00:00\", \"2021-05-29 18:28:51.000000+00:00\"], \"session_ids\": [\"ac679c9d-5e9b-4972-b341-216cfc4b20e5\", \"7513ee7b-92ea-45d6-a35b-03cace3695aa\", \"9e24dbfe-639f-47b1-8bb6-118a7accfab8\"], \"total_duration\": 814.0, \"total_sessions\": 3, \"mean_week_duration\": 14.034}}, {\"6493\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-05-24 11:01:34.000000+00:00\", \"2020-11-25 15:26:15.000000+00:00\"], \"session_ids\": [\"c6b7653c-d60b-4658-b24e-4b902cb055b6\", \"6c275477-1530-4f1d-beaf-c8a38fb981d1\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 6.519}}, {\"97208\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-09 15:34:23.000000+00:00\", \"2023-03-21 06:28:08.000000+00:00\", \"2021-01-17 03:58:46.000000+00:00\"], \"session_ids\": [\"b6eb0ca2-81d4-4591-a08f-bde893a7299e\", \"b8ff75d5-c363-4a9c-812e-c71b1eced093\", \"99537174-1580-40f1-aec7-39603ba501be\"], \"total_duration\": 131.0, \"total_sessions\": 3, \"mean_week_duration\": 1.149}}, {\"44783\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-27 06:16:45.000000+00:00\", \"2021-06-16 14:39:12.000000+00:00\"], \"session_ids\": [\"f9716549-5921-4593-90fa-d95ae4ddfdca\", \"cb7de464-9f3a-4079-9db8-f50d5ed50f13\"], \"total_duration\": 230.0, \"total_sessions\": 2, \"mean_week_duration\": 115.0}}, {\"73759\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-09-26 00:05:42.000000+00:00\", \"2023-01-16 19:11:05.000000+00:00\", \"2021-03-01 04:58:33.000000+00:00\", \"2020-07-07 06:04:08.000000+00:00\", \"2020-01-17 21:03:15.000000+00:00\", \"2019-01-07 09:29:59.000000+00:00\", \"2021-12-22 06:52:29.000000+00:00\", \"2023-05-28 07:25:40.000000+00:00\", \"2022-01-01 00:23:23.000000+00:00\", \"2022-01-11 12:46:37.000000+00:00\"], \"session_ids\": [\"ec0911c8-fc5c-41c7-a35a-bb48dde4fad4\", \"5aa9001d-4883-4123-9ddb-f04e26839b34\", \"aa8d5ae1-5224-43a4-8102-2f4092cb4628\", \"7df769f2-513e-44d2-8f6d-84e6c4ad8ebb\", \"7e9520b4-505e-45b7-8628-733a44e43e91\", \"93cd1b12-0ca4-4fd9-88c9-981659d82a79\", \"79398d1e-4b62-4759-9b93-05a40bf25b6c\", \"53980d8e-fd87-4e98-8548-69c74443b028\", \"c491a640-8344-404f-98b5-8ad5f7e85fca\", \"b639b94a-7fa8-4ad7-ab69-f23f3191f04f\"], \"total_duration\": 21685.0, \"total_sessions\": 10, \"mean_week_duration\": 94.694}}]\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 8 users pieces of information who are not living in city Nairobi , carry out sorting by total_duration from the smallest to the largest."
}
] |
[
{
"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{\"45063\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-06-07 22:35:15.000000+00:00\", \"2020-12-17 15:18:12.000000+00:00\", \"2021-04-15 03:14:24.000000+00:00\", \"2020-09-25 06:45:01.000000+00:00\", \"2019-07-06 11:40:51.000000+00:00\"], \"session_ids\": [\"f3f2aff4-595d-470d-87f1-55154c921fa1\", \"b90061d5-ea1d-4cf8-8a5b-e7bb2f170526\", \"75de7c86-a464-48bf-b060-9765fecfad3b\", \"1abf0217-79a8-488c-b049-1bfa4632678a\", \"0d63fccc-ea44-4e63-9c99-ad6e931bf6e0\"], \"total_duration\": 204.0, \"total_sessions\": 5, \"mean_week_duration\": 2.02}, \"40772\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-13 06:18:17.000000+00:00\", \"2022-08-09 12:06:51.000000+00:00\", \"2022-07-20 17:53:33.000000+00:00\", \"2019-07-17 16:41:44.000000+00:00\", \"2021-12-22 15:29:47.000000+00:00\", \"2021-08-10 08:01:25.000000+00:00\", \"2021-09-26 08:20:29.000000+00:00\", \"2023-03-12 21:42:02.000000+00:00\", \"2021-06-21 09:13:33.000000+00:00\"], \"session_ids\": [\"69524900-9adb-47c1-8df8-711df54ce215\", \"499dd55d-5824-4774-b083-a917a7c9fdf2\", \"069758c0-cc41-4592-912c-7a74293d264a\", \"c50f9253-1a12-4a0c-8d33-fd40cadd4cc2\", \"41751859-4093-42aa-8210-c5e8101bc221\", \"63a042be-f2fb-486a-9e37-ffedf28b88f1\", \"90e42fee-f968-46a7-b0c4-725776326319\", \"2a837111-ac97-4137-8f69-e38cdd31fbc3\", \"99ef2ae2-200c-4174-9bde-728a47d3e80e\"], \"total_duration\": 19901.0, \"total_sessions\": 9, \"mean_week_duration\": 104.194}, \"76380\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-05-03 20:42:05.000000+00:00\", \"2021-11-17 02:08:08.000000+00:00\", \"2019-11-19 01:08:07.000000+00:00\"], \"session_ids\": [\"71f61f76-3edc-4be2-b49c-03c87e92d4e1\", \"69d6f3bf-e6af-4bfe-b621-3a028c13bc5a\", \"5bf472d3-7a1e-4da6-93ce-b489f35cf534\"], \"total_duration\": 104.0, \"total_sessions\": 3, \"mean_week_duration\": 0.99}, \"82407\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-22 17:25:42.000000+00:00\", \"2021-07-22 13:54:23.000000+00:00\"], \"session_ids\": [\"53aff0a7-7dfa-4963-a4bf-afb2199047d9\", \"ecc1dc66-3a1e-4a02-9df6-93c8f3b0428a\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.518}, \"68555\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-04 14:28:10.000000+00:00\", \"2022-01-21 16:20:46.000000+00:00\", \"2020-09-07 02:16:19.000000+00:00\", \"2022-03-02 03:38:54.000000+00:00\", \"2020-07-07 19:02:48.000000+00:00\", \"2022-12-05 07:24:17.000000+00:00\", \"2022-02-14 04:44:03.000000+00:00\"], \"session_ids\": [\"4ee399a2-0109-4c9a-98d3-95e28cdd5281\", \"09101884-6373-4c4d-8b57-9d0625fef3f4\", \"b1324bbd-a883-4d45-9525-e11e2380e644\", \"9ed50d17-6ceb-4ddb-b42d-819559f28ba0\", \"f5aa5e02-8746-47b9-b224-f241c6b4906a\", \"eb69efac-286b-41c5-bc00-d8a9dfde4fdf\", \"ae73282a-30b7-4850-9afd-d0523ccf9cd4\"], \"total_duration\": 357.0, \"total_sessions\": 7, \"mean_week_duration\": 2.479}, \"96460\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-05-04 14:56:49.000000+00:00\", \"2022-03-30 15:30:58.000000+00:00\"], \"session_ids\": [\"bb33bb54-b0b1-4ddb-94a6-6fa4c88df7a7\", \"1fb3da6d-ebf1-4176-a930-df5d30b56281\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.583}, \"99356\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-01-20 17:07:03.000000+00:00\", \"2021-09-25 11:50:17.000000+00:00\"], \"session_ids\": [\"fdf68783-9903-4d5b-a3d0-37af35d8b58e\", \"b724d937-79ef-4397-8c52-e9405b5dc05b\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.246}, \"39112\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-11-13 08:51:27.000000+00:00\", \"2020-10-12 04:37:32.000000+00:00\", \"2023-02-07 05:31:25.000000+00:00\"], \"session_ids\": [\"8f425811-8e68-4a9b-86b2-a2e7881bc118\", \"4bcb6f40-d212-4cc7-92c1-0d7a3d525dcd\", \"2e42952e-2b79-4078-9e31-b5fe48d2b5e0\"], \"total_duration\": 29.0, \"total_sessions\": 3, \"mean_week_duration\": 0.172}, \"52247\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-01 20:24:14.000000+00:00\", \"2019-06-26 10:22:19.000000+00:00\"], \"session_ids\": [\"4145ba2c-0a56-4dde-adfe-3b497f61b7f0\", \"36d132f1-bd4d-4726-9606-092354d837a9\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 4.355}, \"55127\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-06 18:43:38.000000+00:00\", \"2020-02-29 03:16:22.000000+00:00\"], \"session_ids\": [\"ff18e2ac-f4a3-432d-8133-11eb997fed6f\", \"352d9aa2-df4a-4358-ab96-80f762cb28f9\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 1.048}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is not Nairobi"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Nairobi\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"45063\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-06-07 22:35:15.000000+00:00\", \"2020-12-17 15:18:12.000000+00:00\", \"2021-04-15 03:14:24.000000+00:00\", \"2020-09-25 06:45:01.000000+00:00\", \"2019-07-06 11:40:51.000000+00:00\"], \"session_ids\": [\"f3f2aff4-595d-470d-87f1-55154c921fa1\", \"b90061d5-ea1d-4cf8-8a5b-e7bb2f170526\", \"75de7c86-a464-48bf-b060-9765fecfad3b\", \"1abf0217-79a8-488c-b049-1bfa4632678a\", \"0d63fccc-ea44-4e63-9c99-ad6e931bf6e0\"], \"total_duration\": 204.0, \"total_sessions\": 5, \"mean_week_duration\": 2.02}, \"40772\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-13 06:18:17.000000+00:00\", \"2022-08-09 12:06:51.000000+00:00\", \"2022-07-20 17:53:33.000000+00:00\", \"2019-07-17 16:41:44.000000+00:00\", \"2021-12-22 15:29:47.000000+00:00\", \"2021-08-10 08:01:25.000000+00:00\", \"2021-09-26 08:20:29.000000+00:00\", \"2023-03-12 21:42:02.000000+00:00\", \"2021-06-21 09:13:33.000000+00:00\"], \"session_ids\": [\"69524900-9adb-47c1-8df8-711df54ce215\", \"499dd55d-5824-4774-b083-a917a7c9fdf2\", \"069758c0-cc41-4592-912c-7a74293d264a\", \"c50f9253-1a12-4a0c-8d33-fd40cadd4cc2\", \"41751859-4093-42aa-8210-c5e8101bc221\", \"63a042be-f2fb-486a-9e37-ffedf28b88f1\", \"90e42fee-f968-46a7-b0c4-725776326319\", \"2a837111-ac97-4137-8f69-e38cdd31fbc3\", \"99ef2ae2-200c-4174-9bde-728a47d3e80e\"], \"total_duration\": 19901.0, \"total_sessions\": 9, \"mean_week_duration\": 104.194}, \"76380\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-05-03 20:42:05.000000+00:00\", \"2021-11-17 02:08:08.000000+00:00\", \"2019-11-19 01:08:07.000000+00:00\"], \"session_ids\": [\"71f61f76-3edc-4be2-b49c-03c87e92d4e1\", \"69d6f3bf-e6af-4bfe-b621-3a028c13bc5a\", \"5bf472d3-7a1e-4da6-93ce-b489f35cf534\"], \"total_duration\": 104.0, \"total_sessions\": 3, \"mean_week_duration\": 0.99}, \"82407\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-22 17:25:42.000000+00:00\", \"2021-07-22 13:54:23.000000+00:00\"], \"session_ids\": [\"53aff0a7-7dfa-4963-a4bf-afb2199047d9\", \"ecc1dc66-3a1e-4a02-9df6-93c8f3b0428a\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.518}, \"68555\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-04 14:28:10.000000+00:00\", \"2022-01-21 16:20:46.000000+00:00\", \"2020-09-07 02:16:19.000000+00:00\", \"2022-03-02 03:38:54.000000+00:00\", \"2020-07-07 19:02:48.000000+00:00\", \"2022-12-05 07:24:17.000000+00:00\", \"2022-02-14 04:44:03.000000+00:00\"], \"session_ids\": [\"4ee399a2-0109-4c9a-98d3-95e28cdd5281\", \"09101884-6373-4c4d-8b57-9d0625fef3f4\", \"b1324bbd-a883-4d45-9525-e11e2380e644\", \"9ed50d17-6ceb-4ddb-b42d-819559f28ba0\", \"f5aa5e02-8746-47b9-b224-f241c6b4906a\", \"eb69efac-286b-41c5-bc00-d8a9dfde4fdf\", \"ae73282a-30b7-4850-9afd-d0523ccf9cd4\"], \"total_duration\": 357.0, \"total_sessions\": 7, \"mean_week_duration\": 2.479}, \"96460\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-05-04 14:56:49.000000+00:00\", \"2022-03-30 15:30:58.000000+00:00\"], \"session_ids\": [\"bb33bb54-b0b1-4ddb-94a6-6fa4c88df7a7\", \"1fb3da6d-ebf1-4176-a930-df5d30b56281\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.583}, \"99356\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-01-20 17:07:03.000000+00:00\", \"2021-09-25 11:50:17.000000+00:00\"], \"session_ids\": [\"fdf68783-9903-4d5b-a3d0-37af35d8b58e\", \"b724d937-79ef-4397-8c52-e9405b5dc05b\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.246}, \"39112\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-11-13 08:51:27.000000+00:00\", \"2020-10-12 04:37:32.000000+00:00\", \"2023-02-07 05:31:25.000000+00:00\"], \"session_ids\": [\"8f425811-8e68-4a9b-86b2-a2e7881bc118\", \"4bcb6f40-d212-4cc7-92c1-0d7a3d525dcd\", \"2e42952e-2b79-4078-9e31-b5fe48d2b5e0\"], \"total_duration\": 29.0, \"total_sessions\": 3, \"mean_week_duration\": 0.172}, \"52247\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-01 20:24:14.000000+00:00\", \"2019-06-26 10:22:19.000000+00:00\"], \"session_ids\": [\"4145ba2c-0a56-4dde-adfe-3b497f61b7f0\", \"36d132f1-bd4d-4726-9606-092354d837a9\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 4.355}, \"55127\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-06 18:43:38.000000+00:00\", \"2020-02-29 03:16:22.000000+00:00\"], \"session_ids\": [\"ff18e2ac-f4a3-432d-8133-11eb997fed6f\", \"352d9aa2-df4a-4358-ab96-80f762cb28f9\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 1.048}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"99356\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-01-20 17:07:03.000000+00:00\", \"2021-09-25 11:50:17.000000+00:00\"], \"session_ids\": [\"fdf68783-9903-4d5b-a3d0-37af35d8b58e\", \"b724d937-79ef-4397-8c52-e9405b5dc05b\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.246}}, {\"55127\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-06 18:43:38.000000+00:00\", \"2020-02-29 03:16:22.000000+00:00\"], \"session_ids\": [\"ff18e2ac-f4a3-432d-8133-11eb997fed6f\", \"352d9aa2-df4a-4358-ab96-80f762cb28f9\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 1.048}}, {\"96460\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-05-04 14:56:49.000000+00:00\", \"2022-03-30 15:30:58.000000+00:00\"], \"session_ids\": [\"bb33bb54-b0b1-4ddb-94a6-6fa4c88df7a7\", \"1fb3da6d-ebf1-4176-a930-df5d30b56281\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.583}}, {\"39112\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-11-13 08:51:27.000000+00:00\", \"2020-10-12 04:37:32.000000+00:00\", \"2023-02-07 05:31:25.000000+00:00\"], \"session_ids\": [\"8f425811-8e68-4a9b-86b2-a2e7881bc118\", \"4bcb6f40-d212-4cc7-92c1-0d7a3d525dcd\", \"2e42952e-2b79-4078-9e31-b5fe48d2b5e0\"], \"total_duration\": 29.0, \"total_sessions\": 3, \"mean_week_duration\": 0.172}}, {\"82407\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-22 17:25:42.000000+00:00\", \"2021-07-22 13:54:23.000000+00:00\"], \"session_ids\": [\"53aff0a7-7dfa-4963-a4bf-afb2199047d9\", \"ecc1dc66-3a1e-4a02-9df6-93c8f3b0428a\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.518}}, {\"76380\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-05-03 20:42:05.000000+00:00\", \"2021-11-17 02:08:08.000000+00:00\", \"2019-11-19 01:08:07.000000+00:00\"], \"session_ids\": [\"71f61f76-3edc-4be2-b49c-03c87e92d4e1\", \"69d6f3bf-e6af-4bfe-b621-3a028c13bc5a\", \"5bf472d3-7a1e-4da6-93ce-b489f35cf534\"], \"total_duration\": 104.0, \"total_sessions\": 3, \"mean_week_duration\": 0.99}}, {\"45063\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-06-07 22:35:15.000000+00:00\", \"2020-12-17 15:18:12.000000+00:00\", \"2021-04-15 03:14:24.000000+00:00\", \"2020-09-25 06:45:01.000000+00:00\", \"2019-07-06 11:40:51.000000+00:00\"], \"session_ids\": [\"f3f2aff4-595d-470d-87f1-55154c921fa1\", \"b90061d5-ea1d-4cf8-8a5b-e7bb2f170526\", \"75de7c86-a464-48bf-b060-9765fecfad3b\", \"1abf0217-79a8-488c-b049-1bfa4632678a\", \"0d63fccc-ea44-4e63-9c99-ad6e931bf6e0\"], \"total_duration\": 204.0, \"total_sessions\": 5, \"mean_week_duration\": 2.02}}, {\"52247\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-01 20:24:14.000000+00:00\", \"2019-06-26 10:22:19.000000+00:00\"], \"session_ids\": [\"4145ba2c-0a56-4dde-adfe-3b497f61b7f0\", \"36d132f1-bd4d-4726-9606-092354d837a9\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 4.355}}, {\"68555\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-04 14:28:10.000000+00:00\", \"2022-01-21 16:20:46.000000+00:00\", \"2020-09-07 02:16:19.000000+00:00\", \"2022-03-02 03:38:54.000000+00:00\", \"2020-07-07 19:02:48.000000+00:00\", \"2022-12-05 07:24:17.000000+00:00\", \"2022-02-14 04:44:03.000000+00:00\"], \"session_ids\": [\"4ee399a2-0109-4c9a-98d3-95e28cdd5281\", \"09101884-6373-4c4d-8b57-9d0625fef3f4\", \"b1324bbd-a883-4d45-9525-e11e2380e644\", \"9ed50d17-6ceb-4ddb-b42d-819559f28ba0\", \"f5aa5e02-8746-47b9-b224-f241c6b4906a\", \"eb69efac-286b-41c5-bc00-d8a9dfde4fdf\", \"ae73282a-30b7-4850-9afd-d0523ccf9cd4\"], \"total_duration\": 357.0, \"total_sessions\": 7, \"mean_week_duration\": 2.479}}, {\"40772\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-13 06:18:17.000000+00:00\", \"2022-08-09 12:06:51.000000+00:00\", \"2022-07-20 17:53:33.000000+00:00\", \"2019-07-17 16:41:44.000000+00:00\", \"2021-12-22 15:29:47.000000+00:00\", \"2021-08-10 08:01:25.000000+00:00\", \"2021-09-26 08:20:29.000000+00:00\", \"2023-03-12 21:42:02.000000+00:00\", \"2021-06-21 09:13:33.000000+00:00\"], \"session_ids\": [\"69524900-9adb-47c1-8df8-711df54ce215\", \"499dd55d-5824-4774-b083-a917a7c9fdf2\", \"069758c0-cc41-4592-912c-7a74293d264a\", \"c50f9253-1a12-4a0c-8d33-fd40cadd4cc2\", \"41751859-4093-42aa-8210-c5e8101bc221\", \"63a042be-f2fb-486a-9e37-ffedf28b88f1\", \"90e42fee-f968-46a7-b0c4-725776326319\", \"2a837111-ac97-4137-8f69-e38cdd31fbc3\", \"99ef2ae2-200c-4174-9bde-728a47d3e80e\"], \"total_duration\": 19901.0, \"total_sessions\": 9, \"mean_week_duration\": 104.194}}]\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[{\"99356\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-01-20 17:07:03.000000+00:00\", \"2021-09-25 11:50:17.000000+00:00\"], \"session_ids\": [\"fdf68783-9903-4d5b-a3d0-37af35d8b58e\", \"b724d937-79ef-4397-8c52-e9405b5dc05b\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.246}}, {\"55127\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-06 18:43:38.000000+00:00\", \"2020-02-29 03:16:22.000000+00:00\"], \"session_ids\": [\"ff18e2ac-f4a3-432d-8133-11eb997fed6f\", \"352d9aa2-df4a-4358-ab96-80f762cb28f9\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 1.048}}, {\"96460\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-05-04 14:56:49.000000+00:00\", \"2022-03-30 15:30:58.000000+00:00\"], \"session_ids\": [\"bb33bb54-b0b1-4ddb-94a6-6fa4c88df7a7\", \"1fb3da6d-ebf1-4176-a930-df5d30b56281\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.583}}, {\"39112\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-11-13 08:51:27.000000+00:00\", \"2020-10-12 04:37:32.000000+00:00\", \"2023-02-07 05:31:25.000000+00:00\"], \"session_ids\": [\"8f425811-8e68-4a9b-86b2-a2e7881bc118\", \"4bcb6f40-d212-4cc7-92c1-0d7a3d525dcd\", \"2e42952e-2b79-4078-9e31-b5fe48d2b5e0\"], \"total_duration\": 29.0, \"total_sessions\": 3, \"mean_week_duration\": 0.172}}, {\"82407\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-22 17:25:42.000000+00:00\", \"2021-07-22 13:54:23.000000+00:00\"], \"session_ids\": [\"53aff0a7-7dfa-4963-a4bf-afb2199047d9\", \"ecc1dc66-3a1e-4a02-9df6-93c8f3b0428a\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.518}}, {\"76380\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-05-03 20:42:05.000000+00:00\", \"2021-11-17 02:08:08.000000+00:00\", \"2019-11-19 01:08:07.000000+00:00\"], \"session_ids\": [\"71f61f76-3edc-4be2-b49c-03c87e92d4e1\", \"69d6f3bf-e6af-4bfe-b621-3a028c13bc5a\", \"5bf472d3-7a1e-4da6-93ce-b489f35cf534\"], \"total_duration\": 104.0, \"total_sessions\": 3, \"mean_week_duration\": 0.99}}, {\"45063\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-06-07 22:35:15.000000+00:00\", \"2020-12-17 15:18:12.000000+00:00\", \"2021-04-15 03:14:24.000000+00:00\", \"2020-09-25 06:45:01.000000+00:00\", \"2019-07-06 11:40:51.000000+00:00\"], \"session_ids\": [\"f3f2aff4-595d-470d-87f1-55154c921fa1\", \"b90061d5-ea1d-4cf8-8a5b-e7bb2f170526\", \"75de7c86-a464-48bf-b060-9765fecfad3b\", \"1abf0217-79a8-488c-b049-1bfa4632678a\", \"0d63fccc-ea44-4e63-9c99-ad6e931bf6e0\"], \"total_duration\": 204.0, \"total_sessions\": 5, \"mean_week_duration\": 2.02}}, {\"52247\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-01 20:24:14.000000+00:00\", \"2019-06-26 10:22:19.000000+00:00\"], \"session_ids\": [\"4145ba2c-0a56-4dde-adfe-3b497f61b7f0\", \"36d132f1-bd4d-4726-9606-092354d837a9\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 4.355}}]\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[{\"99356\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-01-20 17:07:03.000000+00:00\", \"2021-09-25 11:50:17.000000+00:00\"], \"session_ids\": [\"fdf68783-9903-4d5b-a3d0-37af35d8b58e\", \"b724d937-79ef-4397-8c52-e9405b5dc05b\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.246}}, {\"55127\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-06 18:43:38.000000+00:00\", \"2020-02-29 03:16:22.000000+00:00\"], \"session_ids\": [\"ff18e2ac-f4a3-432d-8133-11eb997fed6f\", \"352d9aa2-df4a-4358-ab96-80f762cb28f9\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 1.048}}, {\"96460\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-05-04 14:56:49.000000+00:00\", \"2022-03-30 15:30:58.000000+00:00\"], \"session_ids\": [\"bb33bb54-b0b1-4ddb-94a6-6fa4c88df7a7\", \"1fb3da6d-ebf1-4176-a930-df5d30b56281\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.583}}, {\"39112\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-11-13 08:51:27.000000+00:00\", \"2020-10-12 04:37:32.000000+00:00\", \"2023-02-07 05:31:25.000000+00:00\"], \"session_ids\": [\"8f425811-8e68-4a9b-86b2-a2e7881bc118\", \"4bcb6f40-d212-4cc7-92c1-0d7a3d525dcd\", \"2e42952e-2b79-4078-9e31-b5fe48d2b5e0\"], \"total_duration\": 29.0, \"total_sessions\": 3, \"mean_week_duration\": 0.172}}, {\"82407\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-22 17:25:42.000000+00:00\", \"2021-07-22 13:54:23.000000+00:00\"], \"session_ids\": [\"53aff0a7-7dfa-4963-a4bf-afb2199047d9\", \"ecc1dc66-3a1e-4a02-9df6-93c8f3b0428a\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.518}}, {\"76380\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-05-03 20:42:05.000000+00:00\", \"2021-11-17 02:08:08.000000+00:00\", \"2019-11-19 01:08:07.000000+00:00\"], \"session_ids\": [\"71f61f76-3edc-4be2-b49c-03c87e92d4e1\", \"69d6f3bf-e6af-4bfe-b621-3a028c13bc5a\", \"5bf472d3-7a1e-4da6-93ce-b489f35cf534\"], \"total_duration\": 104.0, \"total_sessions\": 3, \"mean_week_duration\": 0.99}}, {\"45063\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-06-07 22:35:15.000000+00:00\", \"2020-12-17 15:18:12.000000+00:00\", \"2021-04-15 03:14:24.000000+00:00\", \"2020-09-25 06:45:01.000000+00:00\", \"2019-07-06 11:40:51.000000+00:00\"], \"session_ids\": [\"f3f2aff4-595d-470d-87f1-55154c921fa1\", \"b90061d5-ea1d-4cf8-8a5b-e7bb2f170526\", \"75de7c86-a464-48bf-b060-9765fecfad3b\", \"1abf0217-79a8-488c-b049-1bfa4632678a\", \"0d63fccc-ea44-4e63-9c99-ad6e931bf6e0\"], \"total_duration\": 204.0, \"total_sessions\": 5, \"mean_week_duration\": 2.02}}, {\"52247\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-01 20:24:14.000000+00:00\", \"2019-06-26 10:22:19.000000+00:00\"], \"session_ids\": [\"4145ba2c-0a56-4dde-adfe-3b497f61b7f0\", \"36d132f1-bd4d-4726-9606-092354d837a9\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 4.355}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about users whose sum of duration of sessions per week is smaller than 46 and bigger than 16 and apply sorting by town title in asc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"15664\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-02-24 07:15:17.000000+00:00\", \"2020-03-02 16:42:17.000000+00:00\"], \"session_ids\": [\"1a3ce493-27d2-4146-93d8-8b393dd2caee\", \"2cc8ec8a-1be0-40b0-a45a-baf636b66bf9\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.24}, \"12024\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-08-21 07:38:29.000000+00:00\", \"2021-11-24 02:25:18.000000+00:00\"], \"session_ids\": [\"fdc46523-dadd-4d37-a73c-dfff35f133b7\", \"30e16d84-1f32-4f5c-bd95-67b2c87d6689\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 1.5}, \"56876\": {\"keyflows\": {\"Sign In Flow\": 10, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-09-09 13:23:05.000000+00:00\", \"2021-07-30 23:37:03.000000+00:00\"], \"session_ids\": [\"7616aa8a-cba6-46dd-8f42-9feceff640bd\", \"9e3b3fef-aa0e-4ca7-8e37-e032898e06cf\"], \"total_duration\": 289.0, \"total_sessions\": 2, \"mean_week_duration\": 4.983}, \"78337\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-29 07:28:35.000000+00:00\", \"2023-04-08 12:42:31.000000+00:00\", \"2022-05-04 11:01:40.000000+00:00\", \"2020-03-09 02:24:36.000000+00:00\", \"2023-06-19 01:10:10.000000+00:00\"], \"session_ids\": [\"f67ad24d-0b8b-4137-a58c-3453d6244b47\", \"36dc8523-588f-4ab6-8c42-2f471ec4f764\", \"2c3e1240-79c1-4fcf-ade4-2c6afc326094\", \"a464f140-cd74-4db4-be66-38312f2da4d0\", \"7d3eeb1e-2046-4c73-923e-61d77cf88932\"], \"total_duration\": 610.0, \"total_sessions\": 5, \"mean_week_duration\": 3.526}, \"70834\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"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\": \"Santo Domingo\", \"datetimes\": [\"2022-10-16 08:12:03.000000+00:00\", \"2022-06-12 02:51:00.000000+00:00\"], \"session_ids\": [\"bc1eeab6-6ad4-4575-b542-02d819ede57e\", \"905126ad-0e72-4141-8894-5a1fd8f999f9\"], \"total_duration\": 136.0, \"total_sessions\": 2, \"mean_week_duration\": 7.556}, \"15507\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-29 23:22:16.000000+00:00\", \"2020-11-21 23:31:41.000000+00:00\"], \"session_ids\": [\"86a748a1-abde-42e0-a8e1-4058c991ac32\", \"566c26ea-c940-41ab-88b0-0ee96934d26d\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 1.827}, \"45506\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-12-08 01:19:16.000000+00:00\", \"2020-02-08 05:08:41.000000+00:00\"], \"session_ids\": [\"318df7e6-628f-4aa4-81d3-2eedf28ab436\", \"eff8b00f-b90d-40cd-9230-c0b9edddda28\"], \"total_duration\": 266.0, \"total_sessions\": 2, \"mean_week_duration\": 2.771}, \"11864\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-02-14 04:40:21.000000+00:00\", \"2023-05-17 23:16:00.000000+00:00\", \"2019-09-04 05:15:52.000000+00:00\", \"2022-03-23 12:19:47.000000+00:00\", \"2020-10-19 20:12:51.000000+00:00\", \"2019-04-09 14:36:11.000000+00:00\"], \"session_ids\": [\"37959cd7-5929-4b03-90e3-485eabbd39eb\", \"b668da0f-fe01-4afe-b78c-c247aaa1e208\", \"a1be907d-4a0b-454a-8c75-4940b49cffff\", \"6b742d92-cb56-4025-94fa-01c1558221f9\", \"219ea36f-1915-4416-8d4b-ed53e19c2791\", \"665e7c3e-478e-4044-90b6-7cd62bf80977\"], \"total_duration\": 103.0, \"total_sessions\": 6, \"mean_week_duration\": 0.464}, \"65903\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-12-01 07:29:04.000000+00:00\", \"2019-06-19 22:48:07.000000+00:00\"], \"session_ids\": [\"c318fb5f-e35e-4805-989f-a2a90c480048\", \"a1851d79-53d2-48fb-a9cd-ea17c4a204ca\"], \"total_duration\": 352.0, \"total_sessions\": 2, \"mean_week_duration\": 14.667}, \"48804\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-04-16 07:36:32.000000+00:00\", \"2021-12-31 03:50:08.000000+00:00\"], \"session_ids\": [\"6a802436-fef6-417c-a706-2aa359a6e3cd\", \"74486614-0dcc-4f98-92a1-5fe559c0ffa0\"], \"total_duration\": 481.0, \"total_sessions\": 2, \"mean_week_duration\": 13.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or greater than 16 and are equal or less than 46"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[16, 46]]}}}\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": "Provide insights into 3 users whose overall total sessions is strictly greater than 3 and less than 10 additionaly do sorting by overall duration of sessions per week in descending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"54344\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-07-25 15:20:35.000000+00:00\", \"2020-05-28 16:55:53.000000+00:00\", \"2022-03-13 00:37:43.000000+00:00\", \"2022-05-30 02:23:59.000000+00:00\", \"2020-02-02 19:53:30.000000+00:00\"], \"session_ids\": [\"da505d57-da7e-4eca-a2c8-f1c3c228ac0f\", \"3399a7b8-fccc-4210-93a6-b7cd6963c56f\", \"1911b3fc-e635-46f1-8b01-1beffebb7c0e\", \"9aa428c8-05bc-40ff-8e41-a0d61f46c09f\", \"8792c6c1-61dc-4cc1-bb6c-f6540f27f252\"], \"total_duration\": 1515.0, \"total_sessions\": 5, \"mean_week_duration\": 11.744}, \"21745\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-04-05 20:09:03.000000+00:00\", \"2021-10-19 05:16:33.000000+00:00\", \"2021-02-06 01:04:50.000000+00:00\"], \"session_ids\": [\"400d0b1d-8e90-4080-8441-a6b67136d386\", \"a03ff87a-446d-4f89-a97a-e06767bc3077\", \"82102c2e-8c16-4421-9292-f112cefacbba\"], \"total_duration\": 235.0, \"total_sessions\": 3, \"mean_week_duration\": 2.901}, \"45087\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-02-03 21:52:58.000000+00:00\", \"2023-01-19 10:40:42.000000+00:00\"], \"session_ids\": [\"eeb64ddc-7cfe-43a7-b5ef-d30d425201b3\", \"3a494038-737c-426b-b1fc-2c2824e9f098\"], \"total_duration\": 367.0, \"total_sessions\": 2, \"mean_week_duration\": 1.773}, \"9653\": {\"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\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-06-16 16:15:09.000000+00:00\", \"2019-03-20 04:45:38.000000+00:00\", \"2020-02-03 07:59:43.000000+00:00\", \"2019-10-13 11:53:49.000000+00:00\"], \"session_ids\": [\"06f5d3e6-ebe2-4482-9bf8-21cc1a27b408\", \"a072a75a-8d32-47e0-a247-e1cc5fb21d26\", \"f09673e8-5da4-42b2-9b3e-8cf1dc87564a\", \"3cc887a0-307d-47ec-9fbd-e048ca7b717d\"], \"total_duration\": 2168.0, \"total_sessions\": 4, \"mean_week_duration\": 33.354}, \"39294\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-01-09 19:19:57.000000+00:00\", \"2020-02-22 08:36:45.000000+00:00\"], \"session_ids\": [\"5fbb4005-a987-465e-96c2-07941b64b723\", \"ca5b7cbd-cc10-487a-a0a6-7fc7a890a9fe\"], \"total_duration\": 108.0, \"total_sessions\": 2, \"mean_week_duration\": 0.715}, \"82273\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-05-31 01:52:37.000000+00:00\", \"2023-03-15 22:34:58.000000+00:00\"], \"session_ids\": [\"1b00ea9e-de6d-411c-b1fd-25a3af9e04ed\", \"ba01ed05-e4e8-4e85-99ba-3059c71bf167\"], \"total_duration\": 166.0, \"total_sessions\": 2, \"mean_week_duration\": 3.952}, \"23726\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-05-14 02:56:24.000000+00:00\", \"2022-11-15 17:06:21.000000+00:00\", \"2022-02-08 22:39:00.000000+00:00\"], \"session_ids\": [\"affd678d-ee3f-4ea8-94f2-0d8ece545845\", \"926e544c-334a-4575-bc24-c7766272581c\", \"ae3699d6-ecba-4052-b32a-9aaf0ec484e1\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.169}, \"62584\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-01-07 02:28:31.000000+00:00\", \"2020-02-25 20:12:41.000000+00:00\"], \"session_ids\": [\"76d9ee56-513c-47d4-8069-6e31a033aac0\", \"6c33c7d9-816d-45e0-9487-2d2fc6afe1ba\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.173}, \"74060\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-05-20 12:42:33.000000+00:00\", \"2020-09-20 09:26:52.000000+00:00\", \"2019-06-30 09:00:55.000000+00:00\", \"2022-04-09 12:10:25.000000+00:00\", \"2020-09-08 17:38:21.000000+00:00\", \"2020-01-28 15:26:20.000000+00:00\"], \"session_ids\": [\"82cd43f6-f2c5-4d03-8927-b1b071a5bb91\", \"92ca0234-36c4-47f7-8f15-f48e7d24f40d\", \"c9aac8c0-9c11-43dc-a277-2fdbd3dfbf29\", \"643a518b-c734-4597-a46d-19a57f2f6fea\", \"ce8fd708-cc35-421c-b864-375db803d960\", \"2a118475-d2a1-4a32-88a2-547bc5a7fbc8\"], \"total_duration\": 1466.0, \"total_sessions\": 6, \"mean_week_duration\": 7.222}, \"45974\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-05-02 19:49:13.000000+00:00\", \"2023-06-16 12:33:38.000000+00:00\", \"2020-12-03 16:59:42.000000+00:00\", \"2021-08-21 07:16:57.000000+00:00\", \"2020-09-11 11:29:19.000000+00:00\", \"2023-01-27 18:32:15.000000+00:00\"], \"session_ids\": [\"32b9826e-db9c-4e2b-bd3a-f255700b9b4f\", \"8d0dc223-8d5e-4fce-8e97-feba0754ed6e\", \"7a09e918-e1ef-46c1-9d0b-7cccc6d4a44f\", \"9d3d616f-2db7-49a8-8727-5198b336cd12\", \"91681084-ea8c-4d6e-b108-656a5f1a0d90\", \"49d01720-77e7-4073-81eb-efac558001b5\"], \"total_duration\": 1030.0, \"total_sessions\": 6, \"mean_week_duration\": 4.791}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are greater than 3 and are equal or less than 10"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[3, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"54344\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-07-25 15:20:35.000000+00:00\", \"2020-05-28 16:55:53.000000+00:00\", \"2022-03-13 00:37:43.000000+00:00\", \"2022-05-30 02:23:59.000000+00:00\", \"2020-02-02 19:53:30.000000+00:00\"], \"session_ids\": [\"da505d57-da7e-4eca-a2c8-f1c3c228ac0f\", \"3399a7b8-fccc-4210-93a6-b7cd6963c56f\", \"1911b3fc-e635-46f1-8b01-1beffebb7c0e\", \"9aa428c8-05bc-40ff-8e41-a0d61f46c09f\", \"8792c6c1-61dc-4cc1-bb6c-f6540f27f252\"], \"total_duration\": 1515.0, \"total_sessions\": 5, \"mean_week_duration\": 11.744}, \"9653\": {\"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\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-06-16 16:15:09.000000+00:00\", \"2019-03-20 04:45:38.000000+00:00\", \"2020-02-03 07:59:43.000000+00:00\", \"2019-10-13 11:53:49.000000+00:00\"], \"session_ids\": [\"06f5d3e6-ebe2-4482-9bf8-21cc1a27b408\", \"a072a75a-8d32-47e0-a247-e1cc5fb21d26\", \"f09673e8-5da4-42b2-9b3e-8cf1dc87564a\", \"3cc887a0-307d-47ec-9fbd-e048ca7b717d\"], \"total_duration\": 2168.0, \"total_sessions\": 4, \"mean_week_duration\": 33.354}, \"74060\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-05-20 12:42:33.000000+00:00\", \"2020-09-20 09:26:52.000000+00:00\", \"2019-06-30 09:00:55.000000+00:00\", \"2022-04-09 12:10:25.000000+00:00\", \"2020-09-08 17:38:21.000000+00:00\", \"2020-01-28 15:26:20.000000+00:00\"], \"session_ids\": [\"82cd43f6-f2c5-4d03-8927-b1b071a5bb91\", \"92ca0234-36c4-47f7-8f15-f48e7d24f40d\", \"c9aac8c0-9c11-43dc-a277-2fdbd3dfbf29\", \"643a518b-c734-4597-a46d-19a57f2f6fea\", \"ce8fd708-cc35-421c-b864-375db803d960\", \"2a118475-d2a1-4a32-88a2-547bc5a7fbc8\"], \"total_duration\": 1466.0, \"total_sessions\": 6, \"mean_week_duration\": 7.222}, \"45974\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-05-02 19:49:13.000000+00:00\", \"2023-06-16 12:33:38.000000+00:00\", \"2020-12-03 16:59:42.000000+00:00\", \"2021-08-21 07:16:57.000000+00:00\", \"2020-09-11 11:29:19.000000+00:00\", \"2023-01-27 18:32:15.000000+00:00\"], \"session_ids\": [\"32b9826e-db9c-4e2b-bd3a-f255700b9b4f\", \"8d0dc223-8d5e-4fce-8e97-feba0754ed6e\", \"7a09e918-e1ef-46c1-9d0b-7cccc6d4a44f\", \"9d3d616f-2db7-49a8-8727-5198b336cd12\", \"91681084-ea8c-4d6e-b108-656a5f1a0d90\", \"49d01720-77e7-4073-81eb-efac558001b5\"], \"total_duration\": 1030.0, \"total_sessions\": 6, \"mean_week_duration\": 4.791}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by mean_week_duration"
},
{
"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[{\"9653\": {\"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\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-06-16 16:15:09.000000+00:00\", \"2019-03-20 04:45:38.000000+00:00\", \"2020-02-03 07:59:43.000000+00:00\", \"2019-10-13 11:53:49.000000+00:00\"], \"session_ids\": [\"06f5d3e6-ebe2-4482-9bf8-21cc1a27b408\", \"a072a75a-8d32-47e0-a247-e1cc5fb21d26\", \"f09673e8-5da4-42b2-9b3e-8cf1dc87564a\", \"3cc887a0-307d-47ec-9fbd-e048ca7b717d\"], \"total_duration\": 2168.0, \"total_sessions\": 4, \"mean_week_duration\": 33.354}}, {\"54344\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-07-25 15:20:35.000000+00:00\", \"2020-05-28 16:55:53.000000+00:00\", \"2022-03-13 00:37:43.000000+00:00\", \"2022-05-30 02:23:59.000000+00:00\", \"2020-02-02 19:53:30.000000+00:00\"], \"session_ids\": [\"da505d57-da7e-4eca-a2c8-f1c3c228ac0f\", \"3399a7b8-fccc-4210-93a6-b7cd6963c56f\", \"1911b3fc-e635-46f1-8b01-1beffebb7c0e\", \"9aa428c8-05bc-40ff-8e41-a0d61f46c09f\", \"8792c6c1-61dc-4cc1-bb6c-f6540f27f252\"], \"total_duration\": 1515.0, \"total_sessions\": 5, \"mean_week_duration\": 11.744}}, {\"74060\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-05-20 12:42:33.000000+00:00\", \"2020-09-20 09:26:52.000000+00:00\", \"2019-06-30 09:00:55.000000+00:00\", \"2022-04-09 12:10:25.000000+00:00\", \"2020-09-08 17:38:21.000000+00:00\", \"2020-01-28 15:26:20.000000+00:00\"], \"session_ids\": [\"82cd43f6-f2c5-4d03-8927-b1b071a5bb91\", \"92ca0234-36c4-47f7-8f15-f48e7d24f40d\", \"c9aac8c0-9c11-43dc-a277-2fdbd3dfbf29\", \"643a518b-c734-4597-a46d-19a57f2f6fea\", \"ce8fd708-cc35-421c-b864-375db803d960\", \"2a118475-d2a1-4a32-88a2-547bc5a7fbc8\"], \"total_duration\": 1466.0, \"total_sessions\": 6, \"mean_week_duration\": 7.222}}, {\"45974\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-05-02 19:49:13.000000+00:00\", \"2023-06-16 12:33:38.000000+00:00\", \"2020-12-03 16:59:42.000000+00:00\", \"2021-08-21 07:16:57.000000+00:00\", \"2020-09-11 11:29:19.000000+00:00\", \"2023-01-27 18:32:15.000000+00:00\"], \"session_ids\": [\"32b9826e-db9c-4e2b-bd3a-f255700b9b4f\", \"8d0dc223-8d5e-4fce-8e97-feba0754ed6e\", \"7a09e918-e1ef-46c1-9d0b-7cccc6d4a44f\", \"9d3d616f-2db7-49a8-8727-5198b336cd12\", \"91681084-ea8c-4d6e-b108-656a5f1a0d90\", \"49d01720-77e7-4073-81eb-efac558001b5\"], \"total_duration\": 1030.0, \"total_sessions\": 6, \"mean_week_duration\": 4.791}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"9653\": {\"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\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-06-16 16:15:09.000000+00:00\", \"2019-03-20 04:45:38.000000+00:00\", \"2020-02-03 07:59:43.000000+00:00\", \"2019-10-13 11:53:49.000000+00:00\"], \"session_ids\": [\"06f5d3e6-ebe2-4482-9bf8-21cc1a27b408\", \"a072a75a-8d32-47e0-a247-e1cc5fb21d26\", \"f09673e8-5da4-42b2-9b3e-8cf1dc87564a\", \"3cc887a0-307d-47ec-9fbd-e048ca7b717d\"], \"total_duration\": 2168.0, \"total_sessions\": 4, \"mean_week_duration\": 33.354}}, {\"54344\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-07-25 15:20:35.000000+00:00\", \"2020-05-28 16:55:53.000000+00:00\", \"2022-03-13 00:37:43.000000+00:00\", \"2022-05-30 02:23:59.000000+00:00\", \"2020-02-02 19:53:30.000000+00:00\"], \"session_ids\": [\"da505d57-da7e-4eca-a2c8-f1c3c228ac0f\", \"3399a7b8-fccc-4210-93a6-b7cd6963c56f\", \"1911b3fc-e635-46f1-8b01-1beffebb7c0e\", \"9aa428c8-05bc-40ff-8e41-a0d61f46c09f\", \"8792c6c1-61dc-4cc1-bb6c-f6540f27f252\"], \"total_duration\": 1515.0, \"total_sessions\": 5, \"mean_week_duration\": 11.744}}, {\"74060\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-05-20 12:42:33.000000+00:00\", \"2020-09-20 09:26:52.000000+00:00\", \"2019-06-30 09:00:55.000000+00:00\", \"2022-04-09 12:10:25.000000+00:00\", \"2020-09-08 17:38:21.000000+00:00\", \"2020-01-28 15:26:20.000000+00:00\"], \"session_ids\": [\"82cd43f6-f2c5-4d03-8927-b1b071a5bb91\", \"92ca0234-36c4-47f7-8f15-f48e7d24f40d\", \"c9aac8c0-9c11-43dc-a277-2fdbd3dfbf29\", \"643a518b-c734-4597-a46d-19a57f2f6fea\", \"ce8fd708-cc35-421c-b864-375db803d960\", \"2a118475-d2a1-4a32-88a2-547bc5a7fbc8\"], \"total_duration\": 1466.0, \"total_sessions\": 6, \"mean_week_duration\": 7.222}}]\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[{\"9653\": {\"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\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-06-16 16:15:09.000000+00:00\", \"2019-03-20 04:45:38.000000+00:00\", \"2020-02-03 07:59:43.000000+00:00\", \"2019-10-13 11:53:49.000000+00:00\"], \"session_ids\": [\"06f5d3e6-ebe2-4482-9bf8-21cc1a27b408\", \"a072a75a-8d32-47e0-a247-e1cc5fb21d26\", \"f09673e8-5da4-42b2-9b3e-8cf1dc87564a\", \"3cc887a0-307d-47ec-9fbd-e048ca7b717d\"], \"total_duration\": 2168.0, \"total_sessions\": 4, \"mean_week_duration\": 33.354}}, {\"54344\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-07-25 15:20:35.000000+00:00\", \"2020-05-28 16:55:53.000000+00:00\", \"2022-03-13 00:37:43.000000+00:00\", \"2022-05-30 02:23:59.000000+00:00\", \"2020-02-02 19:53:30.000000+00:00\"], \"session_ids\": [\"da505d57-da7e-4eca-a2c8-f1c3c228ac0f\", \"3399a7b8-fccc-4210-93a6-b7cd6963c56f\", \"1911b3fc-e635-46f1-8b01-1beffebb7c0e\", \"9aa428c8-05bc-40ff-8e41-a0d61f46c09f\", \"8792c6c1-61dc-4cc1-bb6c-f6540f27f252\"], \"total_duration\": 1515.0, \"total_sessions\": 5, \"mean_week_duration\": 11.744}}, {\"74060\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-05-20 12:42:33.000000+00:00\", \"2020-09-20 09:26:52.000000+00:00\", \"2019-06-30 09:00:55.000000+00:00\", \"2022-04-09 12:10:25.000000+00:00\", \"2020-09-08 17:38:21.000000+00:00\", \"2020-01-28 15:26:20.000000+00:00\"], \"session_ids\": [\"82cd43f6-f2c5-4d03-8927-b1b071a5bb91\", \"92ca0234-36c4-47f7-8f15-f48e7d24f40d\", \"c9aac8c0-9c11-43dc-a277-2fdbd3dfbf29\", \"643a518b-c734-4597-a46d-19a57f2f6fea\", \"ce8fd708-cc35-421c-b864-375db803d960\", \"2a118475-d2a1-4a32-88a2-547bc5a7fbc8\"], \"total_duration\": 1466.0, \"total_sessions\": 6, \"mean_week_duration\": 7.222}}]\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 users who currently live in city Nassau plus do sorting by mean of duration of sessions per week descendingly."
}
] |
[
{
"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{\"99955\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-02-27 01:01:48.000000+00:00\", \"2023-01-17 23:19:43.000000+00:00\", \"2022-06-26 10:17:00.000000+00:00\"], \"session_ids\": [\"862915f7-ff15-481b-b2dd-1bf727f00813\", \"fc2090fe-f617-4be5-a8a3-4ff010199c27\", \"ed527215-a68f-4ad6-924b-d0cfeb953298\"], \"total_duration\": 585.0, \"total_sessions\": 3, \"mean_week_duration\": 5.909}, \"75768\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-02-13 21:34:44.000000+00:00\", \"2022-10-29 03:37:52.000000+00:00\", \"2022-07-01 15:27:23.000000+00:00\", \"2021-05-05 15:28:30.000000+00:00\", \"2023-01-26 05:00:08.000000+00:00\", \"2021-05-03 15:09:17.000000+00:00\", \"2023-01-04 22:24:32.000000+00:00\"], \"session_ids\": [\"254866a3-5af6-4eaf-81ef-f300c78bce6d\", \"89363cc5-79c9-4230-be60-025cd98b60e8\", \"80e28f09-a624-4ed0-ac59-2dba4643e241\", \"c9d1fdd9-8970-4f36-b29e-d9a8f99c88dd\", \"6764b317-7f3f-4cb7-9018-42cfd4d1b203\", \"7631fd70-d617-47d7-8dc3-605cd8f98c96\", \"d076cb9d-ed5b-4915-a3b3-320d3daa71f5\"], \"total_duration\": 320.0, \"total_sessions\": 7, \"mean_week_duration\": 2.078}, \"73066\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-07 19:18:12.000000+00:00\", \"2021-09-08 21:03:01.000000+00:00\", \"2019-10-18 14:31:40.000000+00:00\"], \"session_ids\": [\"eaa79427-0abf-4f8f-8cd7-c2d23ef2353d\", \"8e1ab1ba-0e9b-4bd8-9ca8-741697a8aa43\", \"be1c14d3-53ab-4f71-a458-dd830fca264c\"], \"total_duration\": 564.0, \"total_sessions\": 3, \"mean_week_duration\": 5.036}, \"54550\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-04-02 00:48:09.000000+00:00\", \"2021-03-31 13:57:55.000000+00:00\"], \"session_ids\": [\"28258e29-5915-4c52-bb92-fdac920d260d\", \"ccb10e9b-ef63-4145-a202-d535e5a7afc6\"], \"total_duration\": 369.0, \"total_sessions\": 2, \"mean_week_duration\": 7.096}, \"18178\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-11-25 21:11:54.000000+00:00\", \"2019-10-04 09:12:05.000000+00:00\"], \"session_ids\": [\"6792bdf0-698f-43fa-991c-9472e7f56e11\", \"090d8967-36bc-4ac8-a425-24ab23829408\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 1.617}, \"1261\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-12-03 21:31:00.000000+00:00\", \"2020-02-10 20:13:59.000000+00:00\", \"2021-12-31 08:55:38.000000+00:00\", \"2021-08-15 03:29:58.000000+00:00\", \"2019-07-17 22:24:14.000000+00:00\"], \"session_ids\": [\"064c1b8e-72b6-4589-aa43-d184f75f9811\", \"3513b760-2909-40b0-811b-ac8bb06704e5\", \"d9bfc31a-4bc9-42da-8f08-7ab5dba693de\", \"83d610f2-61ab-4031-81a7-e8c0eaadf89a\", \"2e5292ef-56b8-4484-89ba-5aa91efc6e37\"], \"total_duration\": 38.0, \"total_sessions\": 5, \"mean_week_duration\": 0.295}, \"28787\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-01-15 22:00:04.000000+00:00\", \"2022-02-26 06:42:14.000000+00:00\", \"2021-04-22 13:52:52.000000+00:00\"], \"session_ids\": [\"b429dd31-f189-415c-8376-585f1a057dd4\", \"7e5e182b-3faa-4240-a5d5-04492fc0463f\", \"715588a8-52af-4769-aebb-558d17a00750\"], \"total_duration\": 143.0, \"total_sessions\": 3, \"mean_week_duration\": 1.288}, \"15513\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-05-05 18:13:36.000000+00:00\", \"2021-04-27 02:59:17.000000+00:00\", \"2023-02-04 17:42:55.000000+00:00\", \"2022-03-07 10:52:52.000000+00:00\", \"2022-10-22 08:45:07.000000+00:00\", \"2020-08-23 08:09:38.000000+00:00\"], \"session_ids\": [\"32934525-ee9d-4859-8930-7c6412d9d7b1\", \"14145231-886c-4250-b996-5019ccc60872\", \"1c762a18-e196-4762-9b7d-491caac1c409\", \"cd272587-d01b-4cc6-812a-4bff2a243053\", \"505052b4-c6e0-43a5-b16d-54aca1395dae\", \"cb250742-67d5-4db2-a888-4c8bc9049ae1\"], \"total_duration\": 68.0, \"total_sessions\": 6, \"mean_week_duration\": 0.531}, \"21899\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-10-31 06:18:15.000000+00:00\", \"2020-01-09 18:51:13.000000+00:00\"], \"session_ids\": [\"a99da03a-0fa5-47dd-9a09-463b366cdd59\", \"44c969cf-2e55-4a87-a41b-e7d3db3cac3e\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 8.4}, \"75812\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-09-25 08:30:36.000000+00:00\", \"2019-04-03 06:35:43.000000+00:00\", \"2021-11-06 12:47:19.000000+00:00\", \"2020-04-27 01:28:20.000000+00:00\", \"2021-08-16 21:54:04.000000+00:00\"], \"session_ids\": [\"a24058ae-fd8c-4d92-acea-9bb34ac726bb\", \"9c975d4a-17d9-4bd9-a30e-6f34462b605a\", \"fd53634c-65ba-49a2-b088-a55265cd59af\", \"6b3a687a-c732-40b6-a4e0-0c397f85cc35\", \"7d8bd567-11c3-4df2-b37f-90453bd16453\"], \"total_duration\": 1991.0, \"total_sessions\": 5, \"mean_week_duration\": 10.94}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is Nassau"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Nassau\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about 2 users with a aver of time using the app per week that is higher than 3 and lower than 28 also apply sorting by quantity of sessions form the highest value to the lowest value , display me only 4 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{\"82340\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-05 08:53:04.000000+00:00\", \"2019-03-27 00:24:19.000000+00:00\", \"2023-04-17 23:09:51.000000+00:00\", \"2019-11-30 09:05:44.000000+00:00\", \"2021-10-03 05:19:34.000000+00:00\"], \"session_ids\": [\"83870673-2e67-47dd-acb3-49b1f64b4aa0\", \"2b62974a-53ab-4d20-ba3e-daa92a1a945a\", \"e578a873-9ec0-485f-bf42-184bab10b611\", \"2ae9d481-ec43-4cb6-97e7-47867c0f0fb4\", \"ed633837-d958-46a2-8915-336dcfcb6c78\"], \"total_duration\": 66.0, \"total_sessions\": 5, \"mean_week_duration\": 0.311}, \"88597\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-07-03 01:32:36.000000+00:00\", \"2023-03-05 10:48:42.000000+00:00\"], \"session_ids\": [\"b7fdc0b0-6094-4cd4-847d-27f94bcfa007\", \"9f3e03bd-f313-471c-b566-e7c7cb37b118\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.386}, \"70811\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-03-26 00:31:54.000000+00:00\", \"2019-04-02 18:14:35.000000+00:00\", \"2019-09-04 23:35:26.000000+00:00\", \"2019-08-07 00:12:35.000000+00:00\"], \"session_ids\": [\"3939ad39-848b-474c-892f-3e2a3389ec22\", \"11cbd58c-b56c-4692-927d-88bb6228872e\", \"8748de44-be29-45a8-99b1-1d48fb15d54b\", \"da2265cc-8160-4d35-9b04-e976c3fee798\"], \"total_duration\": 212.0, \"total_sessions\": 4, \"mean_week_duration\": 1.019}, \"98019\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-05-26 17:01:04.000000+00:00\", \"2023-03-27 13:58:20.000000+00:00\", \"2019-05-25 18:40:36.000000+00:00\", \"2023-02-01 20:44:42.000000+00:00\"], \"session_ids\": [\"38201c14-7e02-4189-89b9-0a70c9e4e019\", \"930caa2d-07e6-4346-83a5-2a9167ec7862\", \"13c437ad-197a-4cc9-86fc-df4464927723\", \"ef1a0fdb-3e86-4fd7-ad08-02dd7bdaa202\"], \"total_duration\": 845.0, \"total_sessions\": 4, \"mean_week_duration\": 4.204}, \"35930\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-08-18 14:11:00.000000+00:00\", \"2022-05-13 21:54:01.000000+00:00\", \"2023-02-11 17:02:56.000000+00:00\", \"2021-11-29 01:33:22.000000+00:00\"], \"session_ids\": [\"69b16250-fc86-4396-8918-0c1998dd54b9\", \"00e83157-a39a-410a-ac67-af29d1771430\", \"694c0e94-fee8-4acb-9fe5-ada3c7d43eb7\", \"ec710890-7835-43d0-a76a-d5187d95e83f\"], \"total_duration\": 79.0, \"total_sessions\": 4, \"mean_week_duration\": 1.254}, \"23659\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-18 03:32:49.000000+00:00\", \"2021-07-14 09:19:56.000000+00:00\", \"2022-01-16 18:56:15.000000+00:00\"], \"session_ids\": [\"0029297d-124f-4445-aafa-297850bcd32b\", \"891ae4d9-7bab-4e3d-883e-ee5962c320bd\", \"ff75607a-8552-49d0-a031-3b44bdefbdea\"], \"total_duration\": 120.0, \"total_sessions\": 3, \"mean_week_duration\": 3.077}, \"19229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-03-18 09:20:36.000000+00:00\", \"2019-10-20 02:42:15.000000+00:00\", \"2021-08-12 17:33:22.000000+00:00\", \"2019-08-09 20:24:29.000000+00:00\", \"2019-03-06 06:21:52.000000+00:00\", \"2021-05-02 13:44:37.000000+00:00\", \"2023-03-09 16:50:50.000000+00:00\", \"2019-09-14 16:17:06.000000+00:00\", \"2021-08-11 13:18:58.000000+00:00\", \"2020-01-03 10:51:08.000000+00:00\"], \"session_ids\": [\"5d12485a-1b68-434e-bb02-42cda1955598\", \"90a16ba6-b2f7-4c93-852c-e0b6890a4856\", \"84774dd2-1bbf-41b7-921b-38cade165b6e\", \"454a12f3-f95b-4515-8bd6-b4c42b3c7581\", \"0838cb27-8559-4964-9e5e-74e6ca731a52\", \"0e1a547f-f44c-4779-906a-04ae058ae162\", \"8f8a9e71-3bfc-42ec-8196-bc29c9ebab25\", \"1582da3d-d35f-4760-8b01-3aa3c853505d\", \"3f7c1b34-7350-4329-8691-81e0662e454e\", \"bbcf4909-61d3-4391-b218-1d172ac3b524\"], \"total_duration\": 271.0, \"total_sessions\": 10, \"mean_week_duration\": 1.284}, \"72433\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-12-25 02:55:06.000000+00:00\", \"2020-05-03 23:23:02.000000+00:00\"], \"session_ids\": [\"b883e3e7-badc-4ed1-9975-bdf60a6e85ec\", \"6551c439-a6ef-4dc5-9043-7f1234c07be5\"], \"total_duration\": 261.0, \"total_sessions\": 2, \"mean_week_duration\": 7.676}, \"63627\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-02-04 09:07:42.000000+00:00\", \"2022-09-09 20:42:32.000000+00:00\"], \"session_ids\": [\"9255ffe2-742b-438e-8540-34a04efdf885\", \"c9f99ca0-c1a8-4dcd-81ee-8b6cfd98181d\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.417}, \"61795\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-06-05 03:43:38.000000+00:00\", \"2020-05-24 02:59:08.000000+00:00\"], \"session_ids\": [\"89ed9c63-5a48-445c-8ec9-9e7e5cdafca7\", \"1dc8f46f-977a-42be-a1e2-e06eb69f8cf3\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.252}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or greater than 3 and are equal or less than 28"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[3, 28]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"98019\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-05-26 17:01:04.000000+00:00\", \"2023-03-27 13:58:20.000000+00:00\", \"2019-05-25 18:40:36.000000+00:00\", \"2023-02-01 20:44:42.000000+00:00\"], \"session_ids\": [\"38201c14-7e02-4189-89b9-0a70c9e4e019\", \"930caa2d-07e6-4346-83a5-2a9167ec7862\", \"13c437ad-197a-4cc9-86fc-df4464927723\", \"ef1a0fdb-3e86-4fd7-ad08-02dd7bdaa202\"], \"total_duration\": 845.0, \"total_sessions\": 4, \"mean_week_duration\": 4.204}, \"23659\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-18 03:32:49.000000+00:00\", \"2021-07-14 09:19:56.000000+00:00\", \"2022-01-16 18:56:15.000000+00:00\"], \"session_ids\": [\"0029297d-124f-4445-aafa-297850bcd32b\", \"891ae4d9-7bab-4e3d-883e-ee5962c320bd\", \"ff75607a-8552-49d0-a031-3b44bdefbdea\"], \"total_duration\": 120.0, \"total_sessions\": 3, \"mean_week_duration\": 3.077}, \"72433\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-12-25 02:55:06.000000+00:00\", \"2020-05-03 23:23:02.000000+00:00\"], \"session_ids\": [\"b883e3e7-badc-4ed1-9975-bdf60a6e85ec\", \"6551c439-a6ef-4dc5-9043-7f1234c07be5\"], \"total_duration\": 261.0, \"total_sessions\": 2, \"mean_week_duration\": 7.676}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"98019\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-05-26 17:01:04.000000+00:00\", \"2023-03-27 13:58:20.000000+00:00\", \"2019-05-25 18:40:36.000000+00:00\", \"2023-02-01 20:44:42.000000+00:00\"], \"session_ids\": [\"38201c14-7e02-4189-89b9-0a70c9e4e019\", \"930caa2d-07e6-4346-83a5-2a9167ec7862\", \"13c437ad-197a-4cc9-86fc-df4464927723\", \"ef1a0fdb-3e86-4fd7-ad08-02dd7bdaa202\"], \"total_duration\": 845.0, \"total_sessions\": 4, \"mean_week_duration\": 4.204}}, {\"23659\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-18 03:32:49.000000+00:00\", \"2021-07-14 09:19:56.000000+00:00\", \"2022-01-16 18:56:15.000000+00:00\"], \"session_ids\": [\"0029297d-124f-4445-aafa-297850bcd32b\", \"891ae4d9-7bab-4e3d-883e-ee5962c320bd\", \"ff75607a-8552-49d0-a031-3b44bdefbdea\"], \"total_duration\": 120.0, \"total_sessions\": 3, \"mean_week_duration\": 3.077}}, {\"72433\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-12-25 02:55:06.000000+00:00\", \"2020-05-03 23:23:02.000000+00:00\"], \"session_ids\": [\"b883e3e7-badc-4ed1-9975-bdf60a6e85ec\", \"6551c439-a6ef-4dc5-9043-7f1234c07be5\"], \"total_duration\": 261.0, \"total_sessions\": 2, \"mean_week_duration\": 7.676}}]\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[{\"98019\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-05-26 17:01:04.000000+00:00\", \"2023-03-27 13:58:20.000000+00:00\", \"2019-05-25 18:40:36.000000+00:00\", \"2023-02-01 20:44:42.000000+00:00\"], \"session_ids\": [\"38201c14-7e02-4189-89b9-0a70c9e4e019\", \"930caa2d-07e6-4346-83a5-2a9167ec7862\", \"13c437ad-197a-4cc9-86fc-df4464927723\", \"ef1a0fdb-3e86-4fd7-ad08-02dd7bdaa202\"], \"total_duration\": 845.0, \"total_sessions\": 4, \"mean_week_duration\": 4.204}}, {\"23659\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-18 03:32:49.000000+00:00\", \"2021-07-14 09:19:56.000000+00:00\", \"2022-01-16 18:56:15.000000+00:00\"], \"session_ids\": [\"0029297d-124f-4445-aafa-297850bcd32b\", \"891ae4d9-7bab-4e3d-883e-ee5962c320bd\", \"ff75607a-8552-49d0-a031-3b44bdefbdea\"], \"total_duration\": 120.0, \"total_sessions\": 3, \"mean_week_duration\": 3.077}}, {\"72433\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-12-25 02:55:06.000000+00:00\", \"2020-05-03 23:23:02.000000+00:00\"], \"session_ids\": [\"b883e3e7-badc-4ed1-9975-bdf60a6e85ec\", \"6551c439-a6ef-4dc5-9043-7f1234c07be5\"], \"total_duration\": 261.0, \"total_sessions\": 2, \"mean_week_duration\": 7.676}}]\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[{\"98019\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-05-26 17:01:04.000000+00:00\", \"2023-03-27 13:58:20.000000+00:00\", \"2019-05-25 18:40:36.000000+00:00\", \"2023-02-01 20:44:42.000000+00:00\"], \"session_ids\": [\"38201c14-7e02-4189-89b9-0a70c9e4e019\", \"930caa2d-07e6-4346-83a5-2a9167ec7862\", \"13c437ad-197a-4cc9-86fc-df4464927723\", \"ef1a0fdb-3e86-4fd7-ad08-02dd7bdaa202\"], \"total_duration\": 845.0, \"total_sessions\": 4, \"mean_week_duration\": 4.204}}, {\"23659\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-18 03:32:49.000000+00:00\", \"2021-07-14 09:19:56.000000+00:00\", \"2022-01-16 18:56:15.000000+00:00\"], \"session_ids\": [\"0029297d-124f-4445-aafa-297850bcd32b\", \"891ae4d9-7bab-4e3d-883e-ee5962c320bd\", \"ff75607a-8552-49d0-a031-3b44bdefbdea\"], \"total_duration\": 120.0, \"total_sessions\": 3, \"mean_week_duration\": 3.077}}, {\"72433\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-12-25 02:55:06.000000+00:00\", \"2020-05-03 23:23:02.000000+00:00\"], \"session_ids\": [\"b883e3e7-badc-4ed1-9975-bdf60a6e85ec\", \"6551c439-a6ef-4dc5-9043-7f1234c07be5\"], \"total_duration\": 261.0, \"total_sessions\": 2, \"mean_week_duration\": 7.676}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about 8 users who have count of sessions strictly bigger than 3 in addition do sorting by total amount of duration 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{\"92473\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-01-07 10:34:25.000000+00:00\", \"2020-12-22 18:56:36.000000+00:00\", \"2020-08-02 20:22:01.000000+00:00\", \"2020-09-20 19:30:47.000000+00:00\", \"2020-11-16 13:07:59.000000+00:00\", \"2020-12-13 14:36:43.000000+00:00\"], \"session_ids\": [\"9c876b0a-cd86-44e8-a410-79ff6d3f9072\", \"261427c4-8b06-4071-afa5-921ee290610b\", \"4860efe1-f741-4461-8426-9fbe563064c9\", \"ecac914d-64a9-4b5a-97bb-09a760635f07\", \"5f1c9a0a-db31-45fa-bae4-34f328aeda00\", \"d08b9ec7-859b-447d-8b78-d3bf0f8d0b33\"], \"total_duration\": 101.0, \"total_sessions\": 6, \"mean_week_duration\": 2.02}, \"17859\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-02-18 07:45:10.000000+00:00\", \"2020-05-28 12:15:50.000000+00:00\"], \"session_ids\": [\"6b167440-4a68-4b13-b919-35b115295b2c\", \"5f2d8c11-df78-4d3a-bb5b-79bcacb14a81\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.267}, \"83801\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-19 08:33:38.000000+00:00\", \"2020-08-19 05:30:16.000000+00:00\", \"2020-04-29 00:51:33.000000+00:00\", \"2022-12-18 17:43:55.000000+00:00\"], \"session_ids\": [\"5f9bd1b6-218c-49ef-bc58-89018f1b6775\", \"f483a6ce-c438-4f6a-9647-d8445d30ee1d\", \"d0c602b8-8607-431b-9601-841d1862b0dc\", \"8d872fe4-fabd-456f-bd83-e962e9a49ebc\"], \"total_duration\": 308.0, \"total_sessions\": 4, \"mean_week_duration\": 2.232}, \"73258\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-19 02:57:18.000000+00:00\", \"2020-11-04 06:45:36.000000+00:00\", \"2021-08-03 13:12:39.000000+00:00\", \"2019-07-20 05:01:10.000000+00:00\"], \"session_ids\": [\"6f08478b-eb10-4473-9dde-42453dd843c2\", \"f4f02dc7-286e-46f1-956c-31bf68a06fa3\", \"35b427b6-4afe-4ebc-91fe-11133d713f15\", \"39c84e86-2df7-4df4-abaf-a9b46768d532\"], \"total_duration\": 759.0, \"total_sessions\": 4, \"mean_week_duration\": 7.093}, \"28936\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-08-10 05:45:54.000000+00:00\", \"2021-07-16 22:39:23.000000+00:00\", \"2020-05-28 21:55:33.000000+00:00\"], \"session_ids\": [\"3da067b4-4b18-400a-a92a-e5c8af3599d2\", \"0129f36f-79bc-49c9-aea0-19ab3a92566b\", \"a5bb8a76-30b7-40b3-840b-3c76d1344ae9\"], \"total_duration\": 1055.0, \"total_sessions\": 3, \"mean_week_duration\": 9.174}, \"23546\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-10-05 07:22:29.000000+00:00\", \"2019-09-07 22:22:45.000000+00:00\"], \"session_ids\": [\"f02a74c0-2b62-436e-a009-cc94f2983391\", \"b6f82737-7450-4d58-969f-8ce58d4abac9\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.224}, \"50805\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-04-17 07:15:36.000000+00:00\", \"2020-04-18 01:21:19.000000+00:00\"], \"session_ids\": [\"1d4a9b32-918b-4b4a-a869-25ebdce623a6\", \"698d54f2-ce2f-4c1c-9e30-7e1314114960\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.571}, \"45486\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2021-09-04 19:58:42.000000+00:00\", \"2020-02-22 00:33:55.000000+00:00\"], \"session_ids\": [\"d648a5f3-1b33-49ba-9804-b5343fb7b504\", \"b79b140d-6654-4b64-99be-1be1695cc256\"], \"total_duration\": 372.0, \"total_sessions\": 2, \"mean_week_duration\": 4.65}, \"2497\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-05-31 16:02:44.000000+00:00\", \"2023-05-15 00:33:11.000000+00:00\"], \"session_ids\": [\"c237ecbd-7d93-4ec0-a841-4297e5f08a83\", \"d668e734-9e48-46a5-bb9e-398daf1544b1\"], \"total_duration\": 488.0, \"total_sessions\": 2, \"mean_week_duration\": 3.169}, \"26007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-10-22 20:54:35.000000+00:00\", \"2019-06-12 12:02:16.000000+00:00\"], \"session_ids\": [\"d9a3cef1-2000-499c-96f5-ed45e547fd46\", \"37599775-3c04-4de8-8888-51fe429bf522\"], \"total_duration\": 262.0, \"total_sessions\": 2, \"mean_week_duration\": 1.489}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are greater than 3"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\"]]}, \"all_values\": {\"total_sessions\": [[3, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"92473\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-01-07 10:34:25.000000+00:00\", \"2020-12-22 18:56:36.000000+00:00\", \"2020-08-02 20:22:01.000000+00:00\", \"2020-09-20 19:30:47.000000+00:00\", \"2020-11-16 13:07:59.000000+00:00\", \"2020-12-13 14:36:43.000000+00:00\"], \"session_ids\": [\"9c876b0a-cd86-44e8-a410-79ff6d3f9072\", \"261427c4-8b06-4071-afa5-921ee290610b\", \"4860efe1-f741-4461-8426-9fbe563064c9\", \"ecac914d-64a9-4b5a-97bb-09a760635f07\", \"5f1c9a0a-db31-45fa-bae4-34f328aeda00\", \"d08b9ec7-859b-447d-8b78-d3bf0f8d0b33\"], \"total_duration\": 101.0, \"total_sessions\": 6, \"mean_week_duration\": 2.02}, \"83801\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-19 08:33:38.000000+00:00\", \"2020-08-19 05:30:16.000000+00:00\", \"2020-04-29 00:51:33.000000+00:00\", \"2022-12-18 17:43:55.000000+00:00\"], \"session_ids\": [\"5f9bd1b6-218c-49ef-bc58-89018f1b6775\", \"f483a6ce-c438-4f6a-9647-d8445d30ee1d\", \"d0c602b8-8607-431b-9601-841d1862b0dc\", \"8d872fe4-fabd-456f-bd83-e962e9a49ebc\"], \"total_duration\": 308.0, \"total_sessions\": 4, \"mean_week_duration\": 2.232}, \"73258\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-19 02:57:18.000000+00:00\", \"2020-11-04 06:45:36.000000+00:00\", \"2021-08-03 13:12:39.000000+00:00\", \"2019-07-20 05:01:10.000000+00:00\"], \"session_ids\": [\"6f08478b-eb10-4473-9dde-42453dd843c2\", \"f4f02dc7-286e-46f1-956c-31bf68a06fa3\", \"35b427b6-4afe-4ebc-91fe-11133d713f15\", \"39c84e86-2df7-4df4-abaf-a9b46768d532\"], \"total_duration\": 759.0, \"total_sessions\": 4, \"mean_week_duration\": 7.093}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"92473\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-01-07 10:34:25.000000+00:00\", \"2020-12-22 18:56:36.000000+00:00\", \"2020-08-02 20:22:01.000000+00:00\", \"2020-09-20 19:30:47.000000+00:00\", \"2020-11-16 13:07:59.000000+00:00\", \"2020-12-13 14:36:43.000000+00:00\"], \"session_ids\": [\"9c876b0a-cd86-44e8-a410-79ff6d3f9072\", \"261427c4-8b06-4071-afa5-921ee290610b\", \"4860efe1-f741-4461-8426-9fbe563064c9\", \"ecac914d-64a9-4b5a-97bb-09a760635f07\", \"5f1c9a0a-db31-45fa-bae4-34f328aeda00\", \"d08b9ec7-859b-447d-8b78-d3bf0f8d0b33\"], \"total_duration\": 101.0, \"total_sessions\": 6, \"mean_week_duration\": 2.02}}, {\"83801\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-19 08:33:38.000000+00:00\", \"2020-08-19 05:30:16.000000+00:00\", \"2020-04-29 00:51:33.000000+00:00\", \"2022-12-18 17:43:55.000000+00:00\"], \"session_ids\": [\"5f9bd1b6-218c-49ef-bc58-89018f1b6775\", \"f483a6ce-c438-4f6a-9647-d8445d30ee1d\", \"d0c602b8-8607-431b-9601-841d1862b0dc\", \"8d872fe4-fabd-456f-bd83-e962e9a49ebc\"], \"total_duration\": 308.0, \"total_sessions\": 4, \"mean_week_duration\": 2.232}}, {\"73258\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-19 02:57:18.000000+00:00\", \"2020-11-04 06:45:36.000000+00:00\", \"2021-08-03 13:12:39.000000+00:00\", \"2019-07-20 05:01:10.000000+00:00\"], \"session_ids\": [\"6f08478b-eb10-4473-9dde-42453dd843c2\", \"f4f02dc7-286e-46f1-956c-31bf68a06fa3\", \"35b427b6-4afe-4ebc-91fe-11133d713f15\", \"39c84e86-2df7-4df4-abaf-a9b46768d532\"], \"total_duration\": 759.0, \"total_sessions\": 4, \"mean_week_duration\": 7.093}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 8 entries, discarding 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[{\"92473\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-01-07 10:34:25.000000+00:00\", \"2020-12-22 18:56:36.000000+00:00\", \"2020-08-02 20:22:01.000000+00:00\", \"2020-09-20 19:30:47.000000+00:00\", \"2020-11-16 13:07:59.000000+00:00\", \"2020-12-13 14:36:43.000000+00:00\"], \"session_ids\": [\"9c876b0a-cd86-44e8-a410-79ff6d3f9072\", \"261427c4-8b06-4071-afa5-921ee290610b\", \"4860efe1-f741-4461-8426-9fbe563064c9\", \"ecac914d-64a9-4b5a-97bb-09a760635f07\", \"5f1c9a0a-db31-45fa-bae4-34f328aeda00\", \"d08b9ec7-859b-447d-8b78-d3bf0f8d0b33\"], \"total_duration\": 101.0, \"total_sessions\": 6, \"mean_week_duration\": 2.02}}, {\"83801\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-19 08:33:38.000000+00:00\", \"2020-08-19 05:30:16.000000+00:00\", \"2020-04-29 00:51:33.000000+00:00\", \"2022-12-18 17:43:55.000000+00:00\"], \"session_ids\": [\"5f9bd1b6-218c-49ef-bc58-89018f1b6775\", \"f483a6ce-c438-4f6a-9647-d8445d30ee1d\", \"d0c602b8-8607-431b-9601-841d1862b0dc\", \"8d872fe4-fabd-456f-bd83-e962e9a49ebc\"], \"total_duration\": 308.0, \"total_sessions\": 4, \"mean_week_duration\": 2.232}}, {\"73258\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-19 02:57:18.000000+00:00\", \"2020-11-04 06:45:36.000000+00:00\", \"2021-08-03 13:12:39.000000+00:00\", \"2019-07-20 05:01:10.000000+00:00\"], \"session_ids\": [\"6f08478b-eb10-4473-9dde-42453dd843c2\", \"f4f02dc7-286e-46f1-956c-31bf68a06fa3\", \"35b427b6-4afe-4ebc-91fe-11133d713f15\", \"39c84e86-2df7-4df4-abaf-a9b46768d532\"], \"total_duration\": 759.0, \"total_sessions\": 4, \"mean_week_duration\": 7.093}}]\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[{\"92473\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-01-07 10:34:25.000000+00:00\", \"2020-12-22 18:56:36.000000+00:00\", \"2020-08-02 20:22:01.000000+00:00\", \"2020-09-20 19:30:47.000000+00:00\", \"2020-11-16 13:07:59.000000+00:00\", \"2020-12-13 14:36:43.000000+00:00\"], \"session_ids\": [\"9c876b0a-cd86-44e8-a410-79ff6d3f9072\", \"261427c4-8b06-4071-afa5-921ee290610b\", \"4860efe1-f741-4461-8426-9fbe563064c9\", \"ecac914d-64a9-4b5a-97bb-09a760635f07\", \"5f1c9a0a-db31-45fa-bae4-34f328aeda00\", \"d08b9ec7-859b-447d-8b78-d3bf0f8d0b33\"], \"total_duration\": 101.0, \"total_sessions\": 6, \"mean_week_duration\": 2.02}}, {\"83801\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-19 08:33:38.000000+00:00\", \"2020-08-19 05:30:16.000000+00:00\", \"2020-04-29 00:51:33.000000+00:00\", \"2022-12-18 17:43:55.000000+00:00\"], \"session_ids\": [\"5f9bd1b6-218c-49ef-bc58-89018f1b6775\", \"f483a6ce-c438-4f6a-9647-d8445d30ee1d\", \"d0c602b8-8607-431b-9601-841d1862b0dc\", \"8d872fe4-fabd-456f-bd83-e962e9a49ebc\"], \"total_duration\": 308.0, \"total_sessions\": 4, \"mean_week_duration\": 2.232}}, {\"73258\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-19 02:57:18.000000+00:00\", \"2020-11-04 06:45:36.000000+00:00\", \"2021-08-03 13:12:39.000000+00:00\", \"2019-07-20 05:01:10.000000+00:00\"], \"session_ids\": [\"6f08478b-eb10-4473-9dde-42453dd843c2\", \"f4f02dc7-286e-46f1-956c-31bf68a06fa3\", \"35b427b6-4afe-4ebc-91fe-11133d713f15\", \"39c84e86-2df7-4df4-abaf-a9b46768d532\"], \"total_duration\": 759.0, \"total_sessions\": 4, \"mean_week_duration\": 7.093}}]\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'm curious about 3 users with a sum of duration of sessions per week that is above 34 and below 0, exclusively 0 in addition do sorting by total_duration form the highest to the lowest."
}
] |
[
{
"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{\"18664\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-03-13 08:21:27.000000+00:00\", \"2023-03-13 04:03:19.000000+00:00\", \"2020-06-09 02:45:17.000000+00:00\", \"2022-10-01 22:41:23.000000+00:00\"], \"session_ids\": [\"587c8085-bdb7-431b-8972-e37fc137958c\", \"193e763e-b22c-4fcf-bfa1-77f66c0de727\", \"8a5ae27f-76f6-4ba8-9097-7ed671b609b0\", \"48b873b1-81f7-43a3-9fea-1264afdf2c01\"], \"total_duration\": 354.0, \"total_sessions\": 4, \"mean_week_duration\": 2.458}, \"48695\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-02-17 21:13:30.000000+00:00\", \"2022-09-13 04:45:19.000000+00:00\", \"2021-01-04 12:46:43.000000+00:00\", \"2019-10-23 23:30:10.000000+00:00\", \"2019-05-05 07:26:58.000000+00:00\", \"2022-11-22 07:57:46.000000+00:00\"], \"session_ids\": [\"82ec230c-999b-4e5d-9478-e834730292c7\", \"ec3398d1-aef6-4a16-9577-8f1168a91cb1\", \"d0400333-454a-4907-b3e9-b97c1ca550c9\", \"6d07caf1-18c2-42ac-be5d-82be366c6ecd\", \"2ff8f29d-a144-4418-86d6-69f612f4c268\", \"a494280a-cc4a-4499-883d-f94b224cc4f3\"], \"total_duration\": 364.0, \"total_sessions\": 6, \"mean_week_duration\": 1.848}, \"55086\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-03-05 06:45:50.000000+00:00\", \"2022-11-19 06:55:48.000000+00:00\", \"2020-04-16 07:43:21.000000+00:00\", \"2022-04-08 04:39:55.000000+00:00\", \"2019-09-28 05:04:04.000000+00:00\"], \"session_ids\": [\"15007492-88e6-420f-ac57-9aab1ca8ada5\", \"76d375db-0387-46d6-9988-49943e5fbdb0\", \"d3836900-da1e-469c-9e4d-654896a5ddab\", \"3fc8abe6-a7ee-461a-8317-eea2777bb0b4\", \"f92e54bd-dbed-4fa0-9177-80b5265f0d6b\"], \"total_duration\": 1768.0, \"total_sessions\": 5, \"mean_week_duration\": 10.78}, \"30462\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-10-01 19:16:10.000000+00:00\", \"2021-12-14 11:24:27.000000+00:00\"], \"session_ids\": [\"12ca5948-c70f-4eb4-8995-9aa1aef6d285\", \"bb0b9246-239c-4946-a66c-6b115eba526d\"], \"total_duration\": 281.0, \"total_sessions\": 2, \"mean_week_duration\": 25.545}, \"87314\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-11-17 23:22:41.000000+00:00\", \"2020-07-28 22:05:24.000000+00:00\", \"2019-07-26 16:02:51.000000+00:00\", \"2021-09-04 02:37:19.000000+00:00\", \"2022-07-03 20:04:28.000000+00:00\", \"2019-12-25 12:16:55.000000+00:00\", \"2019-04-28 22:36:19.000000+00:00\"], \"session_ids\": [\"54bafa32-3016-494a-bd3d-d98cb2b026a7\", \"ddf6c2c4-0c30-489d-9225-b57c321495ac\", \"061a535c-209e-4bc1-a9ee-a5fd6d2c31b4\", \"23a7bf34-49e9-43e7-8ef0-498d94e7ba72\", \"47fd9100-e137-49c6-9f63-847021692ff9\", \"cd3ece8f-4ec7-4328-b713-7b4614e64950\", \"eed6d17b-bf45-4aab-9148-d900412b82c9\"], \"total_duration\": 1028.0, \"total_sessions\": 7, \"mean_week_duration\": 6.193}, \"37504\": {\"keyflows\": {\"Sign In Flow\": 1, \"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\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-06-04 18:04:50.000000+00:00\", \"2019-01-09 19:24:49.000000+00:00\"], \"session_ids\": [\"6af75783-db6b-4a9e-96ce-5f9e3a6e92f7\", \"54f0bd94-f561-425a-972d-2e917f75792d\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 0.534}, \"19080\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-06-17 07:47:34.000000+00:00\", \"2019-07-08 07:10:29.000000+00:00\"], \"session_ids\": [\"1e2d8c63-ddb5-42a4-9dd4-e24e9c3ca33a\", \"72d902cd-6edc-4126-893a-7c105a8500cf\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 4.54}, \"6871\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-01-22 19:29:19.000000+00:00\", \"2023-01-22 00:34:29.000000+00:00\"], \"session_ids\": [\"45052ce8-a8fe-4719-8f56-44bb1cbed1aa\", \"3e203c39-b857-42ec-854f-5ca2a8166ca9\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.124}, \"54721\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-11-07 08:51:49.000000+00:00\", \"2020-12-28 19:46:36.000000+00:00\"], \"session_ids\": [\"e06da1a0-5760-42af-aa74-f56731b1eaf2\", \"faffd839-92e1-430c-8a1d-32effb92dec0\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 1.333}, \"10819\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-06-13 03:28:43.000000+00:00\", \"2022-11-22 23:06:19.000000+00:00\", \"2022-04-02 05:27:16.000000+00:00\"], \"session_ids\": [\"e5e191ec-8dc7-4c67-bed2-294e8baa907d\", \"cef3aa10-f1c6-4590-8a9a-9dc9dbae4d7b\", \"0e6afa25-d065-4ce9-97b1-3aba2a2a61ab\"], \"total_duration\": 45.0, \"total_sessions\": 3, \"mean_week_duration\": 0.714}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are less than 0 and are equal or greater than 34"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[0, 34]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about 4 users with a quantity of sessions that is higher than 7 and lower than 5 and in addition do sorting by quantity of sessions ascendingly and in addition remain 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{\"72558\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-09-22 22:51:17.000000+00:00\", \"2020-07-27 22:40:07.000000+00:00\", \"2023-04-04 01:22:55.000000+00:00\", \"2020-02-09 06:35:10.000000+00:00\", \"2019-01-20 19:58:18.000000+00:00\", \"2023-05-02 05:05:59.000000+00:00\", \"2020-01-15 22:37:32.000000+00:00\", \"2021-02-08 13:19:16.000000+00:00\", \"2020-10-22 23:55:03.000000+00:00\", \"2022-03-14 05:02:53.000000+00:00\"], \"session_ids\": [\"b1318c0d-806b-4601-9047-465391245cf9\", \"86685517-bf77-4998-8a9b-ea911d932100\", \"f229e22d-6323-4d2b-9a41-1b35ef680d0a\", \"e03b898a-f7c5-4232-8ca9-6632c0ae206d\", \"05663341-d389-4937-8946-62323c52d219\", \"fe7fe6df-5d49-4930-830a-7627dcff135e\", \"d2be9c14-c956-48fc-bfff-0185c9fabe8a\", \"53a4cc42-81f4-43dd-9231-681d40fa827b\", \"625d5736-ecce-450c-8366-a39b46f4766e\", \"f96cb398-48de-47fa-ad00-50296f0e73f5\"], \"total_duration\": 1561.0, \"total_sessions\": 10, \"mean_week_duration\": 6.969}, \"28671\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-09-29 15:50:30.000000+00:00\", \"2020-08-20 22:13:47.000000+00:00\", \"2020-08-14 15:36:50.000000+00:00\"], \"session_ids\": [\"2c728815-2893-418c-9033-32125efd61b2\", \"702a8bab-276f-4ec0-a86b-7a203315c034\", \"17885b87-2b9e-4206-a410-8fb0fa91373b\"], \"total_duration\": 804.0, \"total_sessions\": 3, \"mean_week_duration\": 114.857}, \"44771\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-09-06 08:18:12.000000+00:00\", \"2023-03-26 09:17:13.000000+00:00\", \"2022-02-03 17:42:08.000000+00:00\", \"2021-03-13 05:54:48.000000+00:00\", \"2020-05-05 12:09:24.000000+00:00\", \"2023-05-30 01:23:06.000000+00:00\", \"2021-10-06 06:20:47.000000+00:00\", \"2022-03-14 02:09:01.000000+00:00\"], \"session_ids\": [\"d398177f-fa60-4ba5-ad4d-bb5f86710502\", \"2c7f2445-421f-4e01-994c-9395615af909\", \"7395e1c0-f8e3-40d1-bf4a-88749d01295e\", \"4e0a44a0-2fb4-4c9b-bfca-a660ecc5f6b6\", \"750dc5f2-ae4f-4565-886a-ba792e16b5bc\", \"0688d1d0-0232-4bfc-b968-d7a0a40f221e\", \"e59b6f3a-f482-444f-9fde-6167b7965153\", \"68376ed6-938b-4e38-989a-8717026ec266\"], \"total_duration\": 697.0, \"total_sessions\": 8, \"mean_week_duration\": 4.356}, \"88720\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-07-30 15:25:13.000000+00:00\", \"2022-08-27 18:06:16.000000+00:00\"], \"session_ids\": [\"e0b43eee-dcec-46a1-a2de-bf0a8a6fdccc\", \"92a79e07-6590-4b55-86ce-ea865c407a50\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 21.0}, \"18415\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-03-16 22:32:12.000000+00:00\", \"2019-07-17 10:59:09.000000+00:00\"], \"session_ids\": [\"40c36e8c-0d44-4904-8403-c6250664b02a\", \"2cf7594f-5e84-4e14-b107-2244c06341d9\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 5.611}, \"32253\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-24 22:31:30.000000+00:00\", \"2021-06-23 10:41:38.000000+00:00\", \"2022-03-25 00:45:43.000000+00:00\"], \"session_ids\": [\"fbab3c7f-eecc-4dc5-b2be-d7021ec0ecc6\", \"3d751af4-c63f-4bd3-9c0f-4ec84a1d6d57\", \"805dc1b2-d788-469b-8a67-cba598d7c1f7\"], \"total_duration\": 698.0, \"total_sessions\": 3, \"mean_week_duration\": 13.17}, \"22158\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-16 07:47:00.000000+00:00\", \"2022-11-23 23:19:10.000000+00:00\", \"2019-09-25 14:53:01.000000+00:00\", \"2021-03-07 08:03:12.000000+00:00\", \"2020-04-08 07:35:13.000000+00:00\", \"2020-02-05 09:47:16.000000+00:00\", \"2020-05-29 08:57:28.000000+00:00\", \"2020-09-02 13:18:53.000000+00:00\", \"2021-11-24 12:33:11.000000+00:00\"], \"session_ids\": [\"3ae6ad5a-41e2-4dee-ad5a-64f9599efeb1\", \"ce9670dc-72e8-4b4e-86cd-7c2004a28a45\", \"9169c943-8d23-4053-a733-94516982506d\", \"bfe79aee-68b0-45a3-9a7c-a389a034f902\", \"f63ae178-5366-48c0-8e32-992831fc59ec\", \"f54dfe38-7205-4ce5-b29e-b6f138cfbf3e\", \"85a54095-4678-4530-9631-0ae8c114704e\", \"d0cacb26-4d48-4e6c-a63f-81fff6cb757e\", \"7fc415a4-535c-4491-80b7-a13748954049\"], \"total_duration\": 3827.0, \"total_sessions\": 9, \"mean_week_duration\": 23.194}, \"13234\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-07-03 14:15:20.000000+00:00\", \"2021-11-13 00:36:40.000000+00:00\"], \"session_ids\": [\"5a19bb6f-1a34-4499-8223-a479f8782b67\", \"5cc4a163-e874-4158-a8be-43bea5281ee4\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.282}, \"32070\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-03-21 13:00:10.000000+00:00\", \"2020-05-06 22:37:45.000000+00:00\"], \"session_ids\": [\"d06add7e-dd94-4a0b-a507-723eefcc6025\", \"7ba5421e-ce2c-45d2-8211-b760de5b26f6\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.441}, \"97543\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-03-13 18:24:20.000000+00:00\", \"2022-05-12 05:38:10.000000+00:00\", \"2022-07-30 13:36:41.000000+00:00\", \"2021-04-22 01:47:01.000000+00:00\", \"2022-04-20 13:18:10.000000+00:00\", \"2019-02-11 19:45:05.000000+00:00\"], \"session_ids\": [\"22e1858e-a28c-4384-877d-a6810d8ebe95\", \"b709d5ab-ccd7-4f07-ad66-4acd5c1bf43b\", \"3a55b09a-af4b-428c-971a-e11450438c79\", \"7ca807f7-7793-437b-9af7-616015ceaf1e\", \"660ee1c6-a2b8-47a3-b2e0-647f1adf81c4\", \"eebef3a9-8278-47a5-bf3d-7fd843ef1d1e\"], \"total_duration\": 4579.0, \"total_sessions\": 6, \"mean_week_duration\": 25.298}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or less than 5 and are equal or greater than 7"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\", \">=\"]]}, \"all_values\": {\"total_sessions\": [[5, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"28671\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-09-29 15:50:30.000000+00:00\", \"2020-08-20 22:13:47.000000+00:00\", \"2020-08-14 15:36:50.000000+00:00\"], \"session_ids\": [\"2c728815-2893-418c-9033-32125efd61b2\", \"702a8bab-276f-4ec0-a86b-7a203315c034\", \"17885b87-2b9e-4206-a410-8fb0fa91373b\"], \"total_duration\": 804.0, \"total_sessions\": 3, \"mean_week_duration\": 114.857}, \"88720\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-07-30 15:25:13.000000+00:00\", \"2022-08-27 18:06:16.000000+00:00\"], \"session_ids\": [\"e0b43eee-dcec-46a1-a2de-bf0a8a6fdccc\", \"92a79e07-6590-4b55-86ce-ea865c407a50\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 21.0}, \"18415\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-03-16 22:32:12.000000+00:00\", \"2019-07-17 10:59:09.000000+00:00\"], \"session_ids\": [\"40c36e8c-0d44-4904-8403-c6250664b02a\", \"2cf7594f-5e84-4e14-b107-2244c06341d9\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 5.611}, \"32253\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-24 22:31:30.000000+00:00\", \"2021-06-23 10:41:38.000000+00:00\", \"2022-03-25 00:45:43.000000+00:00\"], \"session_ids\": [\"fbab3c7f-eecc-4dc5-b2be-d7021ec0ecc6\", \"3d751af4-c63f-4bd3-9c0f-4ec84a1d6d57\", \"805dc1b2-d788-469b-8a67-cba598d7c1f7\"], \"total_duration\": 698.0, \"total_sessions\": 3, \"mean_week_duration\": 13.17}, \"13234\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-07-03 14:15:20.000000+00:00\", \"2021-11-13 00:36:40.000000+00:00\"], \"session_ids\": [\"5a19bb6f-1a34-4499-8223-a479f8782b67\", \"5cc4a163-e874-4158-a8be-43bea5281ee4\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.282}, \"32070\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-03-21 13:00:10.000000+00:00\", \"2020-05-06 22:37:45.000000+00:00\"], \"session_ids\": [\"d06add7e-dd94-4a0b-a507-723eefcc6025\", \"7ba5421e-ce2c-45d2-8211-b760de5b26f6\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.441}, \"72558\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-09-22 22:51:17.000000+00:00\", \"2020-07-27 22:40:07.000000+00:00\", \"2023-04-04 01:22:55.000000+00:00\", \"2020-02-09 06:35:10.000000+00:00\", \"2019-01-20 19:58:18.000000+00:00\", \"2023-05-02 05:05:59.000000+00:00\", \"2020-01-15 22:37:32.000000+00:00\", \"2021-02-08 13:19:16.000000+00:00\", \"2020-10-22 23:55:03.000000+00:00\", \"2022-03-14 05:02:53.000000+00:00\"], \"session_ids\": [\"b1318c0d-806b-4601-9047-465391245cf9\", \"86685517-bf77-4998-8a9b-ea911d932100\", \"f229e22d-6323-4d2b-9a41-1b35ef680d0a\", \"e03b898a-f7c5-4232-8ca9-6632c0ae206d\", \"05663341-d389-4937-8946-62323c52d219\", \"fe7fe6df-5d49-4930-830a-7627dcff135e\", \"d2be9c14-c956-48fc-bfff-0185c9fabe8a\", \"53a4cc42-81f4-43dd-9231-681d40fa827b\", \"625d5736-ecce-450c-8366-a39b46f4766e\", \"f96cb398-48de-47fa-ad00-50296f0e73f5\"], \"total_duration\": 1561.0, \"total_sessions\": 10, \"mean_week_duration\": 6.969}, \"44771\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-09-06 08:18:12.000000+00:00\", \"2023-03-26 09:17:13.000000+00:00\", \"2022-02-03 17:42:08.000000+00:00\", \"2021-03-13 05:54:48.000000+00:00\", \"2020-05-05 12:09:24.000000+00:00\", \"2023-05-30 01:23:06.000000+00:00\", \"2021-10-06 06:20:47.000000+00:00\", \"2022-03-14 02:09:01.000000+00:00\"], \"session_ids\": [\"d398177f-fa60-4ba5-ad4d-bb5f86710502\", \"2c7f2445-421f-4e01-994c-9395615af909\", \"7395e1c0-f8e3-40d1-bf4a-88749d01295e\", \"4e0a44a0-2fb4-4c9b-bfca-a660ecc5f6b6\", \"750dc5f2-ae4f-4565-886a-ba792e16b5bc\", \"0688d1d0-0232-4bfc-b968-d7a0a40f221e\", \"e59b6f3a-f482-444f-9fde-6167b7965153\", \"68376ed6-938b-4e38-989a-8717026ec266\"], \"total_duration\": 697.0, \"total_sessions\": 8, \"mean_week_duration\": 4.356}, \"22158\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-16 07:47:00.000000+00:00\", \"2022-11-23 23:19:10.000000+00:00\", \"2019-09-25 14:53:01.000000+00:00\", \"2021-03-07 08:03:12.000000+00:00\", \"2020-04-08 07:35:13.000000+00:00\", \"2020-02-05 09:47:16.000000+00:00\", \"2020-05-29 08:57:28.000000+00:00\", \"2020-09-02 13:18:53.000000+00:00\", \"2021-11-24 12:33:11.000000+00:00\"], \"session_ids\": [\"3ae6ad5a-41e2-4dee-ad5a-64f9599efeb1\", \"ce9670dc-72e8-4b4e-86cd-7c2004a28a45\", \"9169c943-8d23-4053-a733-94516982506d\", \"bfe79aee-68b0-45a3-9a7c-a389a034f902\", \"f63ae178-5366-48c0-8e32-992831fc59ec\", \"f54dfe38-7205-4ce5-b29e-b6f138cfbf3e\", \"85a54095-4678-4530-9631-0ae8c114704e\", \"d0cacb26-4d48-4e6c-a63f-81fff6cb757e\", \"7fc415a4-535c-4491-80b7-a13748954049\"], \"total_duration\": 3827.0, \"total_sessions\": 9, \"mean_week_duration\": 23.194}}\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[{\"88720\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-07-30 15:25:13.000000+00:00\", \"2022-08-27 18:06:16.000000+00:00\"], \"session_ids\": [\"e0b43eee-dcec-46a1-a2de-bf0a8a6fdccc\", \"92a79e07-6590-4b55-86ce-ea865c407a50\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 21.0}}, {\"18415\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-03-16 22:32:12.000000+00:00\", \"2019-07-17 10:59:09.000000+00:00\"], \"session_ids\": [\"40c36e8c-0d44-4904-8403-c6250664b02a\", \"2cf7594f-5e84-4e14-b107-2244c06341d9\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 5.611}}, {\"13234\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-07-03 14:15:20.000000+00:00\", \"2021-11-13 00:36:40.000000+00:00\"], \"session_ids\": [\"5a19bb6f-1a34-4499-8223-a479f8782b67\", \"5cc4a163-e874-4158-a8be-43bea5281ee4\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.282}}, {\"32070\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-03-21 13:00:10.000000+00:00\", \"2020-05-06 22:37:45.000000+00:00\"], \"session_ids\": [\"d06add7e-dd94-4a0b-a507-723eefcc6025\", \"7ba5421e-ce2c-45d2-8211-b760de5b26f6\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.441}}, {\"28671\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-09-29 15:50:30.000000+00:00\", \"2020-08-20 22:13:47.000000+00:00\", \"2020-08-14 15:36:50.000000+00:00\"], \"session_ids\": [\"2c728815-2893-418c-9033-32125efd61b2\", \"702a8bab-276f-4ec0-a86b-7a203315c034\", \"17885b87-2b9e-4206-a410-8fb0fa91373b\"], \"total_duration\": 804.0, \"total_sessions\": 3, \"mean_week_duration\": 114.857}}, {\"32253\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-24 22:31:30.000000+00:00\", \"2021-06-23 10:41:38.000000+00:00\", \"2022-03-25 00:45:43.000000+00:00\"], \"session_ids\": [\"fbab3c7f-eecc-4dc5-b2be-d7021ec0ecc6\", \"3d751af4-c63f-4bd3-9c0f-4ec84a1d6d57\", \"805dc1b2-d788-469b-8a67-cba598d7c1f7\"], \"total_duration\": 698.0, \"total_sessions\": 3, \"mean_week_duration\": 13.17}}, {\"44771\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-09-06 08:18:12.000000+00:00\", \"2023-03-26 09:17:13.000000+00:00\", \"2022-02-03 17:42:08.000000+00:00\", \"2021-03-13 05:54:48.000000+00:00\", \"2020-05-05 12:09:24.000000+00:00\", \"2023-05-30 01:23:06.000000+00:00\", \"2021-10-06 06:20:47.000000+00:00\", \"2022-03-14 02:09:01.000000+00:00\"], \"session_ids\": [\"d398177f-fa60-4ba5-ad4d-bb5f86710502\", \"2c7f2445-421f-4e01-994c-9395615af909\", \"7395e1c0-f8e3-40d1-bf4a-88749d01295e\", \"4e0a44a0-2fb4-4c9b-bfca-a660ecc5f6b6\", \"750dc5f2-ae4f-4565-886a-ba792e16b5bc\", \"0688d1d0-0232-4bfc-b968-d7a0a40f221e\", \"e59b6f3a-f482-444f-9fde-6167b7965153\", \"68376ed6-938b-4e38-989a-8717026ec266\"], \"total_duration\": 697.0, \"total_sessions\": 8, \"mean_week_duration\": 4.356}}, {\"22158\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-16 07:47:00.000000+00:00\", \"2022-11-23 23:19:10.000000+00:00\", \"2019-09-25 14:53:01.000000+00:00\", \"2021-03-07 08:03:12.000000+00:00\", \"2020-04-08 07:35:13.000000+00:00\", \"2020-02-05 09:47:16.000000+00:00\", \"2020-05-29 08:57:28.000000+00:00\", \"2020-09-02 13:18:53.000000+00:00\", \"2021-11-24 12:33:11.000000+00:00\"], \"session_ids\": [\"3ae6ad5a-41e2-4dee-ad5a-64f9599efeb1\", \"ce9670dc-72e8-4b4e-86cd-7c2004a28a45\", \"9169c943-8d23-4053-a733-94516982506d\", \"bfe79aee-68b0-45a3-9a7c-a389a034f902\", \"f63ae178-5366-48c0-8e32-992831fc59ec\", \"f54dfe38-7205-4ce5-b29e-b6f138cfbf3e\", \"85a54095-4678-4530-9631-0ae8c114704e\", \"d0cacb26-4d48-4e6c-a63f-81fff6cb757e\", \"7fc415a4-535c-4491-80b7-a13748954049\"], \"total_duration\": 3827.0, \"total_sessions\": 9, \"mean_week_duration\": 23.194}}, {\"72558\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-09-22 22:51:17.000000+00:00\", \"2020-07-27 22:40:07.000000+00:00\", \"2023-04-04 01:22:55.000000+00:00\", \"2020-02-09 06:35:10.000000+00:00\", \"2019-01-20 19:58:18.000000+00:00\", \"2023-05-02 05:05:59.000000+00:00\", \"2020-01-15 22:37:32.000000+00:00\", \"2021-02-08 13:19:16.000000+00:00\", \"2020-10-22 23:55:03.000000+00:00\", \"2022-03-14 05:02:53.000000+00:00\"], \"session_ids\": [\"b1318c0d-806b-4601-9047-465391245cf9\", \"86685517-bf77-4998-8a9b-ea911d932100\", \"f229e22d-6323-4d2b-9a41-1b35ef680d0a\", \"e03b898a-f7c5-4232-8ca9-6632c0ae206d\", \"05663341-d389-4937-8946-62323c52d219\", \"fe7fe6df-5d49-4930-830a-7627dcff135e\", \"d2be9c14-c956-48fc-bfff-0185c9fabe8a\", \"53a4cc42-81f4-43dd-9231-681d40fa827b\", \"625d5736-ecce-450c-8366-a39b46f4766e\", \"f96cb398-48de-47fa-ad00-50296f0e73f5\"], \"total_duration\": 1561.0, \"total_sessions\": 10, \"mean_week_duration\": 6.969}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"88720\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-07-30 15:25:13.000000+00:00\", \"2022-08-27 18:06:16.000000+00:00\"], \"session_ids\": [\"e0b43eee-dcec-46a1-a2de-bf0a8a6fdccc\", \"92a79e07-6590-4b55-86ce-ea865c407a50\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 21.0}}, {\"18415\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-03-16 22:32:12.000000+00:00\", \"2019-07-17 10:59:09.000000+00:00\"], \"session_ids\": [\"40c36e8c-0d44-4904-8403-c6250664b02a\", \"2cf7594f-5e84-4e14-b107-2244c06341d9\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 5.611}}, {\"13234\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-07-03 14:15:20.000000+00:00\", \"2021-11-13 00:36:40.000000+00:00\"], \"session_ids\": [\"5a19bb6f-1a34-4499-8223-a479f8782b67\", \"5cc4a163-e874-4158-a8be-43bea5281ee4\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.282}}, {\"32070\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-03-21 13:00:10.000000+00:00\", \"2020-05-06 22:37:45.000000+00:00\"], \"session_ids\": [\"d06add7e-dd94-4a0b-a507-723eefcc6025\", \"7ba5421e-ce2c-45d2-8211-b760de5b26f6\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.441}}]\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[{\"88720\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-07-30 15:25:13.000000+00:00\", \"2022-08-27 18:06:16.000000+00:00\"], \"session_ids\": [\"e0b43eee-dcec-46a1-a2de-bf0a8a6fdccc\", \"92a79e07-6590-4b55-86ce-ea865c407a50\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 21.0}}, {\"18415\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-03-16 22:32:12.000000+00:00\", \"2019-07-17 10:59:09.000000+00:00\"], \"session_ids\": [\"40c36e8c-0d44-4904-8403-c6250664b02a\", \"2cf7594f-5e84-4e14-b107-2244c06341d9\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 5.611}}, {\"13234\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-07-03 14:15:20.000000+00:00\", \"2021-11-13 00:36:40.000000+00:00\"], \"session_ids\": [\"5a19bb6f-1a34-4499-8223-a479f8782b67\", \"5cc4a163-e874-4158-a8be-43bea5281ee4\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.282}}, {\"32070\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-03-21 13:00:10.000000+00:00\", \"2020-05-06 22:37:45.000000+00:00\"], \"session_ids\": [\"d06add7e-dd94-4a0b-a507-723eefcc6025\", \"7ba5421e-ce2c-45d2-8211-b760de5b26f6\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.441}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about users with a time in app per week = 2 , apply sorting by average of total time spent in the app per week in ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"89651\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-12-30 23:15:29.000000+00:00\", \"2021-01-17 15:03:35.000000+00:00\"], \"session_ids\": [\"b9988c07-1d17-4f84-b8aa-72f884aa21dd\", \"cd6dd6ca-2ebd-4b0b-81ca-3f4c36ab7c77\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 1.455}, \"45426\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-04-17 22:46:10.000000+00:00\", \"2020-07-17 00:57:06.000000+00:00\", \"2021-05-13 17:25:31.000000+00:00\"], \"session_ids\": [\"8e1b906c-4f15-4cc3-affc-e0be5db1c019\", \"5bc52b27-3644-426f-8267-b14dca444894\", \"7767f550-8727-4b7a-84c7-eddfb92727bf\"], \"total_duration\": 191.0, \"total_sessions\": 3, \"mean_week_duration\": 3.411}, \"13787\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-17 20:01:49.000000+00:00\", \"2020-10-05 02:44:36.000000+00:00\", \"2019-05-10 23:47:28.000000+00:00\", \"2019-09-27 02:39:43.000000+00:00\", \"2021-10-16 12:07:28.000000+00:00\"], \"session_ids\": [\"1c9b6f00-1bff-4abc-9e1e-15ba7cf73767\", \"31e44f20-66a7-451c-b9fd-7676278f96da\", \"4393328e-e206-4eb3-8f79-ab01c155b184\", \"faa9f4c3-c51a-40e1-844d-22402840aa7d\", \"3054150b-05aa-4fb6-8cb7-28feda73119e\"], \"total_duration\": 3255.0, \"total_sessions\": 5, \"mean_week_duration\": 17.69}, \"20459\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-09-01 21:24:53.000000+00:00\", \"2020-02-21 12:56:37.000000+00:00\", \"2019-09-16 02:45:41.000000+00:00\"], \"session_ids\": [\"12b1266e-30b8-4c18-a373-7eb0bd119f78\", \"fe9f17e6-0a04-4f56-a4e8-8a5181bcc485\", \"6a6b959d-2614-44e9-b371-127e2bb6ac67\"], \"total_duration\": 335.0, \"total_sessions\": 3, \"mean_week_duration\": 3.252}, \"34391\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-07 10:33:39.000000+00:00\", \"2022-04-13 12:39:46.000000+00:00\"], \"session_ids\": [\"40ab69f3-59fd-4d4f-9b31-17fadc473e66\", \"1f563d45-c5d3-4973-b182-5e73fdf635e1\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.143}, \"24944\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-01-12 14:52:18.000000+00:00\", \"2020-03-07 00:17:49.000000+00:00\"], \"session_ids\": [\"395e8e3f-8e78-4eb3-bebc-8fbee46130b2\", \"098d251f-a99d-4096-b4c9-13babef98f5c\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 0.979}, \"93832\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-11-13 12:12:22.000000+00:00\", \"2023-01-23 13:09:06.000000+00:00\"], \"session_ids\": [\"3de1e5b4-71ad-42c0-b98b-5891944cf672\", \"8e332d1c-efbf-4c1f-9c38-2fda10659d86\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 13.909}, \"11382\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-01-10 12:16:51.000000+00:00\", \"2020-06-24 16:05:46.000000+00:00\", \"2021-06-16 15:00:50.000000+00:00\", \"2022-01-07 05:34:40.000000+00:00\", \"2022-01-02 11:37:02.000000+00:00\", \"2022-05-20 17:17:45.000000+00:00\", \"2019-01-14 02:14:06.000000+00:00\", \"2020-12-22 03:06:00.000000+00:00\", \"2019-01-14 08:23:36.000000+00:00\"], \"session_ids\": [\"e6b62338-6964-4a6e-88ee-1bcb570be6de\", \"418bd70c-e803-4f24-97e0-4b9e3054880c\", \"799c0f38-f446-4313-9da1-cd3b5bffd6b5\", \"c5fbca32-4450-456a-be92-92e817db235c\", \"9ff7b0c2-cf81-4029-bc94-6af419949487\", \"e51b48da-b37d-455b-8668-9673dd42197b\", \"07efe505-9f9a-45cc-9cc4-3154728898fc\", \"69692cac-45f5-471d-95ce-270ae1ac439c\", \"76319aa7-d8b1-4b39-b0f3-e79a2d62a5c4\"], \"total_duration\": 25818.0, \"total_sessions\": 9, \"mean_week_duration\": 123.531}, \"74593\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-06-19 22:47:07.000000+00:00\", \"2019-11-10 18:31:11.000000+00:00\"], \"session_ids\": [\"566e6bf8-6ee8-4747-b514-b2dafb67d2cb\", \"a0254ee6-6399-4eed-86bb-305b313bf8cb\"], \"total_duration\": 437.0, \"total_sessions\": 2, \"mean_week_duration\": 3.213}, \"29115\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-07-13 05:20:37.000000+00:00\", \"2022-04-13 10:11:59.000000+00:00\"], \"session_ids\": [\"cdbd7298-7e19-4d21-8d50-d3748874a928\", \"8a5c5e92-d760-4a07-9b84-149efd8f997d\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.139}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are 2"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[2, 34]]}}}\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": "Could you enlighten me about 8 users whose total duration is smaller than 4140 (not including) and bigger than 1365 additionaly carry out sorting by urban title 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{\"21080\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-07-13 22:48:05.000000+00:00\", \"2020-01-02 16:54:50.000000+00:00\", \"2023-06-14 11:57:49.000000+00:00\", \"2022-03-28 19:17:56.000000+00:00\", \"2023-06-27 01:51:04.000000+00:00\"], \"session_ids\": [\"2989b86c-d018-40ab-97d4-17a5072652f6\", \"1a0624c3-eeaf-4923-99ff-347e7a375f52\", \"4650c6e8-a1f7-4e12-9c62-aa74fd9d1202\", \"7b3bb855-3a3e-4f43-be0e-3d5f54b20639\", \"0167cdbf-0ef5-44c5-a1bc-dfa27ce533f3\"], \"total_duration\": 183.0, \"total_sessions\": 5, \"mean_week_duration\": 1.005}, \"71351\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-11-20 09:00:46.000000+00:00\", \"2021-09-20 22:58:11.000000+00:00\"], \"session_ids\": [\"66f417a3-ab8f-4c0c-a62c-e82fcf16aa2f\", \"8fc9de8f-33ad-4c26-8938-9b960676f2b4\"], \"total_duration\": 362.0, \"total_sessions\": 2, \"mean_week_duration\": 5.934}, \"31249\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-08-12 09:24:18.000000+00:00\", \"2022-11-30 02:47:40.000000+00:00\"], \"session_ids\": [\"cc0f26cd-6627-4ec6-b864-4e59297d9ad0\", \"ce38d100-5aba-4ba1-bf0a-c968d64a2011\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.275}, \"29002\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-07-02 10:18:37.000000+00:00\", \"2019-01-10 10:48:37.000000+00:00\"], \"session_ids\": [\"39998e0a-e859-4fbb-9697-521aa5c4b0f5\", \"7778463b-1280-4e8d-9c88-2dd1b2c83944\"], \"total_duration\": 262.0, \"total_sessions\": 2, \"mean_week_duration\": 10.48}, \"23051\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-09-28 06:30:38.000000+00:00\", \"2020-11-29 21:12:42.000000+00:00\", \"2021-09-07 21:52:55.000000+00:00\", \"2022-05-27 01:33:19.000000+00:00\"], \"session_ids\": [\"d59f3a1d-06f9-4160-9a10-f698f5fbdba5\", \"0ea5b961-a62e-4f3d-b5f1-a40e39bef290\", \"7a686ae2-b489-4a11-a1de-07a3dfb6b7cb\", \"afcbf4a8-2d48-4b8e-87a3-0ab4eea3cc75\"], \"total_duration\": 28.0, \"total_sessions\": 4, \"mean_week_duration\": 0.292}, \"33140\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-12-17 16:06:17.000000+00:00\", \"2020-12-11 05:41:36.000000+00:00\"], \"session_ids\": [\"cf90c542-83b8-42b7-9255-db3fb73c099d\", \"35e7d5cb-f891-44a2-a83f-41059e88c5c1\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 1.904}, \"18936\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2020-08-14 18:20:27.000000+00:00\", \"2021-07-01 19:46:25.000000+00:00\"], \"session_ids\": [\"66951324-5f58-4c5c-85f4-fba5c604faf9\", \"3e91f4e7-e400-4d05-8146-acecef524ba9\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 3.174}, \"88276\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-03-14 08:08:35.000000+00:00\", \"2020-05-08 15:59:59.000000+00:00\"], \"session_ids\": [\"768f2418-64cc-436b-be61-fa849072580f\", \"55b14ba1-3fa5-4dd2-b550-a60d0598279f\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.951}, \"54391\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-03-23 05:07:04.000000+00:00\", \"2023-04-13 08:04:59.000000+00:00\"], \"session_ids\": [\"57603083-f68f-4245-8d42-a37656a29d92\", \"3883e7f9-1184-4ecc-99eb-d35d24c4b811\"], \"total_duration\": 343.0, \"total_sessions\": 2, \"mean_week_duration\": 1.618}, \"81803\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-05-25 21:23:10.000000+00:00\", \"2022-03-16 22:00:37.000000+00:00\", \"2023-04-02 17:31:05.000000+00:00\"], \"session_ids\": [\"8b4cc295-6165-4af3-a4ef-c5240bdc9c67\", \"57a554f5-7f84-451d-bf5c-8422264b5248\", \"82f631d3-265c-491b-8177-cc4013e06e30\"], \"total_duration\": 489.0, \"total_sessions\": 3, \"mean_week_duration\": 3.282}}\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 1365 and are less than 4140"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_duration\": [[1365, 4140]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about users who have total duration amount smaller than 3635 and bigger than 2064 as well as put to use sorting by mean of duration of sessions per week in 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{\"48829\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 8, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-08-28 21:02:36.000000+00:00\", \"2019-09-14 17:15:44.000000+00:00\"], \"session_ids\": [\"9b77c6cf-09fd-419f-9e09-9190dd7df0f5\", \"df432e0c-c57b-4501-bea5-71286c75cb7c\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.303}, \"78263\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2023-05-23 03:26:58.000000+00:00\", \"2022-07-04 21:42:59.000000+00:00\"], \"session_ids\": [\"660cabf5-f00c-4da9-847d-ab7805fad28b\", \"beae65a0-a064-4bb6-8adb-4cbc831c19c3\"], \"total_duration\": 165.0, \"total_sessions\": 2, \"mean_week_duration\": 3.587}, \"27138\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 5}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-01-06 00:17:01.000000+00:00\", \"2022-05-08 23:08:32.000000+00:00\"], \"session_ids\": [\"12b9f1f2-a590-4022-af92-6ed6238090f0\", \"4a1cad45-f01c-4e65-9904-01409956708c\"], \"total_duration\": 482.0, \"total_sessions\": 2, \"mean_week_duration\": 13.771}, \"35660\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-03-17 15:44:15.000000+00:00\", \"2022-07-26 20:08:47.000000+00:00\", \"2019-12-16 05:11:27.000000+00:00\"], \"session_ids\": [\"f978ae40-c9d9-44df-b002-14bb253fa978\", \"3862a953-53bc-4cb0-a04d-2af807724b28\", \"774e90e7-d6a6-4927-ab09-0bf2963750e9\"], \"total_duration\": 70.0, \"total_sessions\": 3, \"mean_week_duration\": 0.511}, \"2952\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-06-14 10:43:17.000000+00:00\", \"2021-05-19 21:36:51.000000+00:00\", \"2020-02-13 12:35:37.000000+00:00\"], \"session_ids\": [\"6668fe45-7d06-4147-8745-fee09fcae459\", \"de7d073e-a58c-4b86-8a9f-d02b57d18195\", \"10622d24-4e6f-4745-b379-4a553bd7c91d\"], \"total_duration\": 33.0, \"total_sessions\": 3, \"mean_week_duration\": 0.19}, \"81580\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-01-08 03:34:56.000000+00:00\", \"2021-07-15 14:08:02.000000+00:00\"], \"session_ids\": [\"661dec24-adee-4ad0-ab77-728ad94a1e0b\", \"7c038214-4644-4e34-a172-195949d876e4\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 3.741}, \"58790\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-10-05 00:19:19.000000+00:00\", \"2020-10-15 14:59:44.000000+00:00\", \"2021-10-17 23:37:42.000000+00:00\", \"2022-01-25 18:03:33.000000+00:00\", \"2019-05-06 02:10:44.000000+00:00\", \"2019-03-25 01:31:50.000000+00:00\"], \"session_ids\": [\"cab82f7e-183c-445c-8660-8c2f0160079e\", \"e14f2a25-a8ed-43cc-9c0b-30e70a8fe9ee\", \"d8d96bbd-4944-47cf-8c28-9d5f756fee6d\", \"3bdb1385-ce61-4313-b3fe-dfac3ef65c0d\", \"a0646f7e-747e-413d-9b32-21ac7bb2fe28\", \"81ebb092-1b32-4d91-9e72-84ff03f0d2e1\"], \"total_duration\": 4869.0, \"total_sessions\": 6, \"mean_week_duration\": 32.678}, \"74309\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-02-13 21:14:19.000000+00:00\", \"2023-06-03 08:01:06.000000+00:00\", \"2022-06-11 21:08:36.000000+00:00\", \"2020-05-24 06:56:24.000000+00:00\", \"2022-10-30 03:58:55.000000+00:00\", \"2020-08-15 20:32:58.000000+00:00\", \"2020-07-06 15:52:15.000000+00:00\", \"2019-01-18 13:30:41.000000+00:00\"], \"session_ids\": [\"45c64dd6-03ef-45d5-9911-133012163807\", \"5c80b954-d5f2-4f11-861e-fc8427898a37\", \"88fc57c7-6606-440d-b643-d51909dc97aa\", \"79bcfba0-8d5a-41de-9486-226453e2a590\", \"87515e50-de5f-4358-a1f6-e439bf910376\", \"19e3014a-7b83-40d2-9220-816806b3ba51\", \"6f94be87-c04b-48b8-82ad-c763fae60e3c\", \"8ab7e6b9-ba71-43ab-9567-cd3e6ba5a404\"], \"total_duration\": 933.0, \"total_sessions\": 8, \"mean_week_duration\": 4.092}, \"98485\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-01-05 06:59:10.000000+00:00\", \"2021-04-28 07:36:34.000000+00:00\", \"2020-01-30 10:24:52.000000+00:00\", \"2021-07-16 10:16:15.000000+00:00\", \"2019-05-25 02:18:20.000000+00:00\", \"2020-10-19 11:27:40.000000+00:00\", \"2020-05-12 05:55:35.000000+00:00\", \"2019-05-05 04:44:41.000000+00:00\", \"2021-08-24 07:13:16.000000+00:00\"], \"session_ids\": [\"689883b4-08d7-472e-8c78-7962b7f132f1\", \"eda115b0-651c-49fb-8b83-76015bf9ff7b\", \"824ba8e2-1151-4712-adc5-7b54a12b335d\", \"cc2514f7-d2a4-44f1-924b-3ca4a68be16b\", \"a2c19a2f-7586-4d8e-8373-b12998df33f5\", \"229ce4cb-8751-4822-839b-bea0c46222ff\", \"0a252b05-7a01-444f-9981-899a6e036840\", \"3b30973f-e063-4c89-bc93-f11e691e1041\", \"e2515aa0-ad7e-4167-9d86-3ed9a310d80b\"], \"total_duration\": 187.0, \"total_sessions\": 9, \"mean_week_duration\": 1.545}, \"41551\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-01-14 10:32:41.000000+00:00\", \"2022-10-10 14:43:06.000000+00:00\"], \"session_ids\": [\"524adbe3-943c-433d-8492-981dd5028ad6\", \"96e8dd13-3417-4fa6-9f1f-586c1c8036c8\"], \"total_duration\": 434.0, \"total_sessions\": 2, \"mean_week_duration\": 31.0}}\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 2064 and are equal or less than 3635"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[2064, 3635]]}}}\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": "Tell me about 8 users whose sum of duration exceeds 4220 while staying below 1927, exclusively 1927 and 4220 and in addition execute sorting by total amount of duration in asc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"91850\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-03-09 00:06:59.000000+00:00\", \"2019-07-10 15:06:03.000000+00:00\"], \"session_ids\": [\"50ebfde1-9f63-4b83-8362-6aefa523cf1c\", \"7704c08e-9b9c-49dd-a224-a4b07d347183\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 2.571}, \"9427\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-09-26 05:09:49.000000+00:00\", \"2020-07-31 13:52:35.000000+00:00\", \"2020-09-17 20:11:41.000000+00:00\"], \"session_ids\": [\"d867dafb-25bb-4b39-b87a-c6c89d9cc2ae\", \"e6e44747-efc5-419b-a051-6da76d49fd7d\", \"fdaff045-a75f-4643-be86-904750bedf03\"], \"total_duration\": 56.0, \"total_sessions\": 3, \"mean_week_duration\": 7.0}, \"37250\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-04-28 11:35:24.000000+00:00\", \"2022-05-16 18:52:51.000000+00:00\", \"2021-01-09 15:43:09.000000+00:00\"], \"session_ids\": [\"1451756b-fc16-424b-a6db-891a267addbb\", \"5fb3533b-db7e-49b1-8930-d82b45244a6e\", \"8ddea51f-2f11-4adc-9596-c69d9831b741\"], \"total_duration\": 691.0, \"total_sessions\": 3, \"mean_week_duration\": 4.319}, \"94845\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-03-25 02:00:56.000000+00:00\", \"2021-08-31 09:36:15.000000+00:00\"], \"session_ids\": [\"4304d983-c1e9-4ee8-ae6c-1dbcf86fbdc4\", \"51178a3c-db52-4e47-9b38-58796d1f2b4e\"], \"total_duration\": 433.0, \"total_sessions\": 2, \"mean_week_duration\": 14.433}, \"64909\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Cairo\", \"datetimes\": [\"2019-07-31 07:33:55.000000+00:00\", \"2022-11-12 10:54:29.000000+00:00\", \"2019-07-31 12:21:08.000000+00:00\", \"2020-08-02 12:52:49.000000+00:00\", \"2020-10-05 00:04:53.000000+00:00\"], \"session_ids\": [\"9ca2fe60-59a0-451f-9c3e-16ab10d66e5c\", \"721e409a-fdbb-4d2e-85f3-750b59ff3271\", \"4b4a94da-cf06-4421-8175-833a79b29640\", \"f47fdc68-526f-4c34-8420-a4bf591c2f41\", \"88a727f5-b5cc-4990-ad0c-2915e526a34d\"], \"total_duration\": 169.0, \"total_sessions\": 5, \"mean_week_duration\": 0.983}, \"1843\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-09-21 03:04:52.000000+00:00\", \"2021-04-16 14:55:40.000000+00:00\"], \"session_ids\": [\"dfcc0dfd-2eef-4b76-a95d-d89f127f5eef\", \"3e68a13f-9827-4e80-bd1b-4926c2346d66\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 5.2}, \"66923\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-14 11:32:46.000000+00:00\", \"2021-06-12 22:23:31.000000+00:00\", \"2019-09-25 21:21:13.000000+00:00\"], \"session_ids\": [\"9488d1b1-6966-4408-a3c4-142d05cc97de\", \"eb0a382e-3851-4a92-85e0-46165ccf6a9e\", \"97d4866c-32fa-4e2e-8c54-60e9639637f7\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 0.878}, \"21583\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-08-02 15:15:01.000000+00:00\", \"2020-04-27 10:55:32.000000+00:00\"], \"session_ids\": [\"116f60d3-8da9-4a33-93ca-33fe5f3779e2\", \"c5f6d04b-f56e-43f6-8403-c4c9e605884f\"], \"total_duration\": 370.0, \"total_sessions\": 2, \"mean_week_duration\": 9.487}, \"65927\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-02-12 02:52:36.000000+00:00\", \"2022-09-17 22:27:08.000000+00:00\"], \"session_ids\": [\"1da52225-bb72-436f-9cc3-28fcef8b6a0d\", \"469e1095-f3be-4794-afa8-8d99ef728721\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 0.612}, \"68632\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-09-26 16:13:42.000000+00:00\", \"2020-10-09 12:26:34.000000+00:00\", \"2019-03-26 04:43:29.000000+00:00\", \"2021-12-27 15:21:12.000000+00:00\", \"2021-05-07 22:28:25.000000+00:00\", \"2021-05-11 18:39:13.000000+00:00\", \"2020-05-25 19:58:11.000000+00:00\", \"2020-12-22 20:02:24.000000+00:00\", \"2021-01-04 03:35:46.000000+00:00\", \"2020-01-01 05:16:03.000000+00:00\"], \"session_ids\": [\"897e0ab7-c50c-4cd7-ad7f-cd133f3a74f2\", \"4cc31552-2068-4d30-8188-4c7118ce1e32\", \"b2c6b26c-d30d-4f90-82fe-411037de197b\", \"7157c9ba-88e6-4425-8f9d-bacf70615b82\", \"33f34624-6737-496d-a71b-e8cdd7774494\", \"4975200a-57d3-4305-94b6-07f2451ed4b3\", \"546b5577-682a-4b3c-85d2-a3c15e3f1dcb\", \"a46c5c64-5fa4-4e96-ac7e-e81bedefee22\", \"09d61855-4fe6-41f9-936c-54417474ec37\", \"77d4fd03-b6ee-490a-850e-d7a91f55fb6a\"], \"total_duration\": 8083.0, \"total_sessions\": 10, \"mean_week_duration\": 56.132}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are less than 1927 and are greater than 4220"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"total_duration\": [[1927, 4220]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"91850\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-03-09 00:06:59.000000+00:00\", \"2019-07-10 15:06:03.000000+00:00\"], \"session_ids\": [\"50ebfde1-9f63-4b83-8362-6aefa523cf1c\", \"7704c08e-9b9c-49dd-a224-a4b07d347183\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 2.571}, \"9427\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-09-26 05:09:49.000000+00:00\", \"2020-07-31 13:52:35.000000+00:00\", \"2020-09-17 20:11:41.000000+00:00\"], \"session_ids\": [\"d867dafb-25bb-4b39-b87a-c6c89d9cc2ae\", \"e6e44747-efc5-419b-a051-6da76d49fd7d\", \"fdaff045-a75f-4643-be86-904750bedf03\"], \"total_duration\": 56.0, \"total_sessions\": 3, \"mean_week_duration\": 7.0}, \"37250\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-04-28 11:35:24.000000+00:00\", \"2022-05-16 18:52:51.000000+00:00\", \"2021-01-09 15:43:09.000000+00:00\"], \"session_ids\": [\"1451756b-fc16-424b-a6db-891a267addbb\", \"5fb3533b-db7e-49b1-8930-d82b45244a6e\", \"8ddea51f-2f11-4adc-9596-c69d9831b741\"], \"total_duration\": 691.0, \"total_sessions\": 3, \"mean_week_duration\": 4.319}, \"94845\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-03-25 02:00:56.000000+00:00\", \"2021-08-31 09:36:15.000000+00:00\"], \"session_ids\": [\"4304d983-c1e9-4ee8-ae6c-1dbcf86fbdc4\", \"51178a3c-db52-4e47-9b38-58796d1f2b4e\"], \"total_duration\": 433.0, \"total_sessions\": 2, \"mean_week_duration\": 14.433}, \"64909\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Cairo\", \"datetimes\": [\"2019-07-31 07:33:55.000000+00:00\", \"2022-11-12 10:54:29.000000+00:00\", \"2019-07-31 12:21:08.000000+00:00\", \"2020-08-02 12:52:49.000000+00:00\", \"2020-10-05 00:04:53.000000+00:00\"], \"session_ids\": [\"9ca2fe60-59a0-451f-9c3e-16ab10d66e5c\", \"721e409a-fdbb-4d2e-85f3-750b59ff3271\", \"4b4a94da-cf06-4421-8175-833a79b29640\", \"f47fdc68-526f-4c34-8420-a4bf591c2f41\", \"88a727f5-b5cc-4990-ad0c-2915e526a34d\"], \"total_duration\": 169.0, \"total_sessions\": 5, \"mean_week_duration\": 0.983}, \"1843\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-09-21 03:04:52.000000+00:00\", \"2021-04-16 14:55:40.000000+00:00\"], \"session_ids\": [\"dfcc0dfd-2eef-4b76-a95d-d89f127f5eef\", \"3e68a13f-9827-4e80-bd1b-4926c2346d66\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 5.2}, \"66923\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-14 11:32:46.000000+00:00\", \"2021-06-12 22:23:31.000000+00:00\", \"2019-09-25 21:21:13.000000+00:00\"], \"session_ids\": [\"9488d1b1-6966-4408-a3c4-142d05cc97de\", \"eb0a382e-3851-4a92-85e0-46165ccf6a9e\", \"97d4866c-32fa-4e2e-8c54-60e9639637f7\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 0.878}, \"21583\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-08-02 15:15:01.000000+00:00\", \"2020-04-27 10:55:32.000000+00:00\"], \"session_ids\": [\"116f60d3-8da9-4a33-93ca-33fe5f3779e2\", \"c5f6d04b-f56e-43f6-8403-c4c9e605884f\"], \"total_duration\": 370.0, \"total_sessions\": 2, \"mean_week_duration\": 9.487}, \"65927\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-02-12 02:52:36.000000+00:00\", \"2022-09-17 22:27:08.000000+00:00\"], \"session_ids\": [\"1da52225-bb72-436f-9cc3-28fcef8b6a0d\", \"469e1095-f3be-4794-afa8-8d99ef728721\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 0.612}, \"68632\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-09-26 16:13:42.000000+00:00\", \"2020-10-09 12:26:34.000000+00:00\", \"2019-03-26 04:43:29.000000+00:00\", \"2021-12-27 15:21:12.000000+00:00\", \"2021-05-07 22:28:25.000000+00:00\", \"2021-05-11 18:39:13.000000+00:00\", \"2020-05-25 19:58:11.000000+00:00\", \"2020-12-22 20:02:24.000000+00:00\", \"2021-01-04 03:35:46.000000+00:00\", \"2020-01-01 05:16:03.000000+00:00\"], \"session_ids\": [\"897e0ab7-c50c-4cd7-ad7f-cd133f3a74f2\", \"4cc31552-2068-4d30-8188-4c7118ce1e32\", \"b2c6b26c-d30d-4f90-82fe-411037de197b\", \"7157c9ba-88e6-4425-8f9d-bacf70615b82\", \"33f34624-6737-496d-a71b-e8cdd7774494\", \"4975200a-57d3-4305-94b6-07f2451ed4b3\", \"546b5577-682a-4b3c-85d2-a3c15e3f1dcb\", \"a46c5c64-5fa4-4e96-ac7e-e81bedefee22\", \"09d61855-4fe6-41f9-936c-54417474ec37\", \"77d4fd03-b6ee-490a-850e-d7a91f55fb6a\"], \"total_duration\": 8083.0, \"total_sessions\": 10, \"mean_week_duration\": 56.132}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"9427\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-09-26 05:09:49.000000+00:00\", \"2020-07-31 13:52:35.000000+00:00\", \"2020-09-17 20:11:41.000000+00:00\"], \"session_ids\": [\"d867dafb-25bb-4b39-b87a-c6c89d9cc2ae\", \"e6e44747-efc5-419b-a051-6da76d49fd7d\", \"fdaff045-a75f-4643-be86-904750bedf03\"], \"total_duration\": 56.0, \"total_sessions\": 3, \"mean_week_duration\": 7.0}}, {\"66923\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-14 11:32:46.000000+00:00\", \"2021-06-12 22:23:31.000000+00:00\", \"2019-09-25 21:21:13.000000+00:00\"], \"session_ids\": [\"9488d1b1-6966-4408-a3c4-142d05cc97de\", \"eb0a382e-3851-4a92-85e0-46165ccf6a9e\", \"97d4866c-32fa-4e2e-8c54-60e9639637f7\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 0.878}}, {\"91850\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-03-09 00:06:59.000000+00:00\", \"2019-07-10 15:06:03.000000+00:00\"], \"session_ids\": [\"50ebfde1-9f63-4b83-8362-6aefa523cf1c\", \"7704c08e-9b9c-49dd-a224-a4b07d347183\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 2.571}}, {\"65927\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-02-12 02:52:36.000000+00:00\", \"2022-09-17 22:27:08.000000+00:00\"], \"session_ids\": [\"1da52225-bb72-436f-9cc3-28fcef8b6a0d\", \"469e1095-f3be-4794-afa8-8d99ef728721\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 0.612}}, {\"1843\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-09-21 03:04:52.000000+00:00\", \"2021-04-16 14:55:40.000000+00:00\"], \"session_ids\": [\"dfcc0dfd-2eef-4b76-a95d-d89f127f5eef\", \"3e68a13f-9827-4e80-bd1b-4926c2346d66\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 5.2}}, {\"64909\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Cairo\", \"datetimes\": [\"2019-07-31 07:33:55.000000+00:00\", \"2022-11-12 10:54:29.000000+00:00\", \"2019-07-31 12:21:08.000000+00:00\", \"2020-08-02 12:52:49.000000+00:00\", \"2020-10-05 00:04:53.000000+00:00\"], \"session_ids\": [\"9ca2fe60-59a0-451f-9c3e-16ab10d66e5c\", \"721e409a-fdbb-4d2e-85f3-750b59ff3271\", \"4b4a94da-cf06-4421-8175-833a79b29640\", \"f47fdc68-526f-4c34-8420-a4bf591c2f41\", \"88a727f5-b5cc-4990-ad0c-2915e526a34d\"], \"total_duration\": 169.0, \"total_sessions\": 5, \"mean_week_duration\": 0.983}}, {\"21583\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-08-02 15:15:01.000000+00:00\", \"2020-04-27 10:55:32.000000+00:00\"], \"session_ids\": [\"116f60d3-8da9-4a33-93ca-33fe5f3779e2\", \"c5f6d04b-f56e-43f6-8403-c4c9e605884f\"], \"total_duration\": 370.0, \"total_sessions\": 2, \"mean_week_duration\": 9.487}}, {\"94845\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-03-25 02:00:56.000000+00:00\", \"2021-08-31 09:36:15.000000+00:00\"], \"session_ids\": [\"4304d983-c1e9-4ee8-ae6c-1dbcf86fbdc4\", \"51178a3c-db52-4e47-9b38-58796d1f2b4e\"], \"total_duration\": 433.0, \"total_sessions\": 2, \"mean_week_duration\": 14.433}}, {\"37250\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-04-28 11:35:24.000000+00:00\", \"2022-05-16 18:52:51.000000+00:00\", \"2021-01-09 15:43:09.000000+00:00\"], \"session_ids\": [\"1451756b-fc16-424b-a6db-891a267addbb\", \"5fb3533b-db7e-49b1-8930-d82b45244a6e\", \"8ddea51f-2f11-4adc-9596-c69d9831b741\"], \"total_duration\": 691.0, \"total_sessions\": 3, \"mean_week_duration\": 4.319}}, {\"68632\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-09-26 16:13:42.000000+00:00\", \"2020-10-09 12:26:34.000000+00:00\", \"2019-03-26 04:43:29.000000+00:00\", \"2021-12-27 15:21:12.000000+00:00\", \"2021-05-07 22:28:25.000000+00:00\", \"2021-05-11 18:39:13.000000+00:00\", \"2020-05-25 19:58:11.000000+00:00\", \"2020-12-22 20:02:24.000000+00:00\", \"2021-01-04 03:35:46.000000+00:00\", \"2020-01-01 05:16:03.000000+00:00\"], \"session_ids\": [\"897e0ab7-c50c-4cd7-ad7f-cd133f3a74f2\", \"4cc31552-2068-4d30-8188-4c7118ce1e32\", \"b2c6b26c-d30d-4f90-82fe-411037de197b\", \"7157c9ba-88e6-4425-8f9d-bacf70615b82\", \"33f34624-6737-496d-a71b-e8cdd7774494\", \"4975200a-57d3-4305-94b6-07f2451ed4b3\", \"546b5577-682a-4b3c-85d2-a3c15e3f1dcb\", \"a46c5c64-5fa4-4e96-ac7e-e81bedefee22\", \"09d61855-4fe6-41f9-936c-54417474ec37\", \"77d4fd03-b6ee-490a-850e-d7a91f55fb6a\"], \"total_duration\": 8083.0, \"total_sessions\": 10, \"mean_week_duration\": 56.132}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 8 entries, discarding 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[{\"9427\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-09-26 05:09:49.000000+00:00\", \"2020-07-31 13:52:35.000000+00:00\", \"2020-09-17 20:11:41.000000+00:00\"], \"session_ids\": [\"d867dafb-25bb-4b39-b87a-c6c89d9cc2ae\", \"e6e44747-efc5-419b-a051-6da76d49fd7d\", \"fdaff045-a75f-4643-be86-904750bedf03\"], \"total_duration\": 56.0, \"total_sessions\": 3, \"mean_week_duration\": 7.0}}, {\"66923\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-14 11:32:46.000000+00:00\", \"2021-06-12 22:23:31.000000+00:00\", \"2019-09-25 21:21:13.000000+00:00\"], \"session_ids\": [\"9488d1b1-6966-4408-a3c4-142d05cc97de\", \"eb0a382e-3851-4a92-85e0-46165ccf6a9e\", \"97d4866c-32fa-4e2e-8c54-60e9639637f7\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 0.878}}, {\"91850\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-03-09 00:06:59.000000+00:00\", \"2019-07-10 15:06:03.000000+00:00\"], \"session_ids\": [\"50ebfde1-9f63-4b83-8362-6aefa523cf1c\", \"7704c08e-9b9c-49dd-a224-a4b07d347183\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 2.571}}, {\"65927\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-02-12 02:52:36.000000+00:00\", \"2022-09-17 22:27:08.000000+00:00\"], \"session_ids\": [\"1da52225-bb72-436f-9cc3-28fcef8b6a0d\", \"469e1095-f3be-4794-afa8-8d99ef728721\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 0.612}}, {\"1843\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-09-21 03:04:52.000000+00:00\", \"2021-04-16 14:55:40.000000+00:00\"], \"session_ids\": [\"dfcc0dfd-2eef-4b76-a95d-d89f127f5eef\", \"3e68a13f-9827-4e80-bd1b-4926c2346d66\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 5.2}}, {\"64909\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Cairo\", \"datetimes\": [\"2019-07-31 07:33:55.000000+00:00\", \"2022-11-12 10:54:29.000000+00:00\", \"2019-07-31 12:21:08.000000+00:00\", \"2020-08-02 12:52:49.000000+00:00\", \"2020-10-05 00:04:53.000000+00:00\"], \"session_ids\": [\"9ca2fe60-59a0-451f-9c3e-16ab10d66e5c\", \"721e409a-fdbb-4d2e-85f3-750b59ff3271\", \"4b4a94da-cf06-4421-8175-833a79b29640\", \"f47fdc68-526f-4c34-8420-a4bf591c2f41\", \"88a727f5-b5cc-4990-ad0c-2915e526a34d\"], \"total_duration\": 169.0, \"total_sessions\": 5, \"mean_week_duration\": 0.983}}, {\"21583\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-08-02 15:15:01.000000+00:00\", \"2020-04-27 10:55:32.000000+00:00\"], \"session_ids\": [\"116f60d3-8da9-4a33-93ca-33fe5f3779e2\", \"c5f6d04b-f56e-43f6-8403-c4c9e605884f\"], \"total_duration\": 370.0, \"total_sessions\": 2, \"mean_week_duration\": 9.487}}, {\"94845\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-03-25 02:00:56.000000+00:00\", \"2021-08-31 09:36:15.000000+00:00\"], \"session_ids\": [\"4304d983-c1e9-4ee8-ae6c-1dbcf86fbdc4\", \"51178a3c-db52-4e47-9b38-58796d1f2b4e\"], \"total_duration\": 433.0, \"total_sessions\": 2, \"mean_week_duration\": 14.433}}]\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[{\"9427\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-09-26 05:09:49.000000+00:00\", \"2020-07-31 13:52:35.000000+00:00\", \"2020-09-17 20:11:41.000000+00:00\"], \"session_ids\": [\"d867dafb-25bb-4b39-b87a-c6c89d9cc2ae\", \"e6e44747-efc5-419b-a051-6da76d49fd7d\", \"fdaff045-a75f-4643-be86-904750bedf03\"], \"total_duration\": 56.0, \"total_sessions\": 3, \"mean_week_duration\": 7.0}}, {\"66923\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-14 11:32:46.000000+00:00\", \"2021-06-12 22:23:31.000000+00:00\", \"2019-09-25 21:21:13.000000+00:00\"], \"session_ids\": [\"9488d1b1-6966-4408-a3c4-142d05cc97de\", \"eb0a382e-3851-4a92-85e0-46165ccf6a9e\", \"97d4866c-32fa-4e2e-8c54-60e9639637f7\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 0.878}}, {\"91850\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-03-09 00:06:59.000000+00:00\", \"2019-07-10 15:06:03.000000+00:00\"], \"session_ids\": [\"50ebfde1-9f63-4b83-8362-6aefa523cf1c\", \"7704c08e-9b9c-49dd-a224-a4b07d347183\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 2.571}}, {\"65927\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-02-12 02:52:36.000000+00:00\", \"2022-09-17 22:27:08.000000+00:00\"], \"session_ids\": [\"1da52225-bb72-436f-9cc3-28fcef8b6a0d\", \"469e1095-f3be-4794-afa8-8d99ef728721\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 0.612}}, {\"1843\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-09-21 03:04:52.000000+00:00\", \"2021-04-16 14:55:40.000000+00:00\"], \"session_ids\": [\"dfcc0dfd-2eef-4b76-a95d-d89f127f5eef\", \"3e68a13f-9827-4e80-bd1b-4926c2346d66\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 5.2}}, {\"64909\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Cairo\", \"datetimes\": [\"2019-07-31 07:33:55.000000+00:00\", \"2022-11-12 10:54:29.000000+00:00\", \"2019-07-31 12:21:08.000000+00:00\", \"2020-08-02 12:52:49.000000+00:00\", \"2020-10-05 00:04:53.000000+00:00\"], \"session_ids\": [\"9ca2fe60-59a0-451f-9c3e-16ab10d66e5c\", \"721e409a-fdbb-4d2e-85f3-750b59ff3271\", \"4b4a94da-cf06-4421-8175-833a79b29640\", \"f47fdc68-526f-4c34-8420-a4bf591c2f41\", \"88a727f5-b5cc-4990-ad0c-2915e526a34d\"], \"total_duration\": 169.0, \"total_sessions\": 5, \"mean_week_duration\": 0.983}}, {\"21583\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-08-02 15:15:01.000000+00:00\", \"2020-04-27 10:55:32.000000+00:00\"], \"session_ids\": [\"116f60d3-8da9-4a33-93ca-33fe5f3779e2\", \"c5f6d04b-f56e-43f6-8403-c4c9e605884f\"], \"total_duration\": 370.0, \"total_sessions\": 2, \"mean_week_duration\": 9.487}}, {\"94845\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-03-25 02:00:56.000000+00:00\", \"2021-08-31 09:36:15.000000+00:00\"], \"session_ids\": [\"4304d983-c1e9-4ee8-ae6c-1dbcf86fbdc4\", \"51178a3c-db52-4e47-9b38-58796d1f2b4e\"], \"total_duration\": 433.0, \"total_sessions\": 2, \"mean_week_duration\": 14.433}}]\n```\n\n```\n"
}
] |
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