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{\"68818\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 8, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-07-02 16:37:16.000000+00:00\", \"2019-04-29 02:08:55.000000+00:00\", \"2021-01-12 23:37:17.000000+00:00\", \"2021-08-05 02:12:02.000000+00:00\"], \"session_ids\": [\"60cdde8c-36ae-4c8a-ab74-9278dcd09788\", \"62e761f5-563a-4697-8aa0-3da4bf12eed9\", \"8142386a-ccd8-4e72-a696-1135f5367bef\", \"d94dcd6b-07aa-4854-9b57-a8cbb0b89729\"], \"total_duration\": 59.0, \"total_sessions\": 4, \"mean_week_duration\": 0.496}, \"22781\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-01-14 13:37:43.000000+00:00\", \"2023-01-21 09:36:13.000000+00:00\", \"2019-12-09 02:14:09.000000+00:00\"], \"session_ids\": [\"f6f70bf6-c6a7-430b-892b-544df9106b93\", \"020593b6-15e6-4c9c-bd6f-5157b9725bca\", \"ee12b715-dc87-4224-ad38-d04a7364860c\"], \"total_duration\": 294.0, \"total_sessions\": 3, \"mean_week_duration\": 1.804}, \"93063\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2019-06-21 14:00:06.000000+00:00\", \"2021-11-14 14:26:32.000000+00:00\"], \"session_ids\": [\"b674bab2-bc9c-4f55-8455-860da3b4f273\", \"e548d931-743c-4f79-a7ec-f302c37a4eae\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 1.944}, \"16271\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-03-02 22:22:52.000000+00:00\", \"2020-03-06 09:51:42.000000+00:00\", \"2019-03-13 20:33:29.000000+00:00\", \"2020-03-21 12:58:48.000000+00:00\", \"2019-04-03 08:49:06.000000+00:00\"], \"session_ids\": [\"af1746cd-f376-43d0-9c75-3c34dc3f0c5f\", \"9ba7f7c0-2ded-4524-a48f-07a27a0e1a4b\", \"170b7fc2-6723-4d4e-8528-fab8013087a3\", \"7dc8ca0e-36ff-4f9b-85d5-382850f667ab\", \"9b05016f-ddd1-490d-a1d2-60113a462cf3\"], \"total_duration\": 237.0, \"total_sessions\": 5, \"mean_week_duration\": 4.309}, \"50599\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-04-17 00:28:30.000000+00:00\", \"2021-04-14 10:33:19.000000+00:00\", \"2022-06-24 18:29:06.000000+00:00\", \"2022-02-01 08:13:57.000000+00:00\", \"2021-01-16 01:32:56.000000+00:00\"], \"session_ids\": [\"5b2622af-feef-4f5c-9b25-62a251480b4c\", \"293d9065-a4eb-4d00-94ee-785d34a2480a\", \"094a1c3b-daed-43bc-b9fc-364f2a476ad7\", \"2e56b404-6b42-45b0-8729-cb475d965831\", \"709662c3-2df1-4828-a59b-f3d7e29e24aa\"], \"total_duration\": 494.0, \"total_sessions\": 5, \"mean_week_duration\": 6.587}, \"26626\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-16 13:52:01.000000+00:00\", \"2019-09-29 10:14:18.000000+00:00\"], \"session_ids\": [\"2b0e7f21-876d-4930-aa1c-04acfded1823\", \"b35575ae-57a6-441f-8e8a-695036345333\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 7.167}, \"94944\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-11 09:37:21.000000+00:00\", \"2019-07-15 10:51:00.000000+00:00\", \"2021-09-04 07:18:01.000000+00:00\"], \"session_ids\": [\"96a3405f-6390-4d91-a4c6-a3cc2aab1eb9\", \"58f0f570-9339-4c77-a193-673680d2dd1c\", \"aef46199-dbae-4f17-b4ea-8d624234799c\"], \"total_duration\": 869.0, \"total_sessions\": 3, \"mean_week_duration\": 7.759}, \"27003\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-12-19 14:31:42.000000+00:00\", \"2022-10-27 22:32:14.000000+00:00\"], \"session_ids\": [\"c958740d-deb5-444a-8caa-0dd9e376e125\", \"386b829d-ef2a-4647-9877-a110b97ae383\"], \"total_duration\": 379.0, \"total_sessions\": 2, \"mean_week_duration\": 47.375}, \"47994\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-01-09 20:30:51.000000+00:00\", \"2021-01-27 00:20:02.000000+00:00\", \"2020-11-20 16:03:53.000000+00:00\"], \"session_ids\": [\"238cf94f-f938-43ab-9745-7c6c4a18c34b\", \"ae7e3d9d-0417-4d15-8dee-53419179aeda\", \"58f4e175-137f-409c-ab2f-0dc7bb4cd0ed\"], \"total_duration\": 378.0, \"total_sessions\": 3, \"mean_week_duration\": 6.3}, \"94103\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-03-18 02:51:29.000000+00:00\", \"2019-04-14 04:53:55.000000+00:00\"], \"session_ids\": [\"8134c7cc-f20d-400d-9745-c66211cd945f\", \"dd5f3c5f-82a5-48b7-9728-a923d0f7713b\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 2.143}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is not Jakarta"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Jakarta\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"68818\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 8, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-07-02 16:37:16.000000+00:00\", \"2019-04-29 02:08:55.000000+00:00\", \"2021-01-12 23:37:17.000000+00:00\", \"2021-08-05 02:12:02.000000+00:00\"], \"session_ids\": [\"60cdde8c-36ae-4c8a-ab74-9278dcd09788\", \"62e761f5-563a-4697-8aa0-3da4bf12eed9\", \"8142386a-ccd8-4e72-a696-1135f5367bef\", \"d94dcd6b-07aa-4854-9b57-a8cbb0b89729\"], \"total_duration\": 59.0, \"total_sessions\": 4, \"mean_week_duration\": 0.496}, \"22781\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-01-14 13:37:43.000000+00:00\", \"2023-01-21 09:36:13.000000+00:00\", \"2019-12-09 02:14:09.000000+00:00\"], \"session_ids\": [\"f6f70bf6-c6a7-430b-892b-544df9106b93\", \"020593b6-15e6-4c9c-bd6f-5157b9725bca\", \"ee12b715-dc87-4224-ad38-d04a7364860c\"], \"total_duration\": 294.0, \"total_sessions\": 3, \"mean_week_duration\": 1.804}, \"93063\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2019-06-21 14:00:06.000000+00:00\", \"2021-11-14 14:26:32.000000+00:00\"], \"session_ids\": [\"b674bab2-bc9c-4f55-8455-860da3b4f273\", \"e548d931-743c-4f79-a7ec-f302c37a4eae\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 1.944}, \"16271\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-03-02 22:22:52.000000+00:00\", \"2020-03-06 09:51:42.000000+00:00\", \"2019-03-13 20:33:29.000000+00:00\", \"2020-03-21 12:58:48.000000+00:00\", \"2019-04-03 08:49:06.000000+00:00\"], \"session_ids\": [\"af1746cd-f376-43d0-9c75-3c34dc3f0c5f\", \"9ba7f7c0-2ded-4524-a48f-07a27a0e1a4b\", \"170b7fc2-6723-4d4e-8528-fab8013087a3\", \"7dc8ca0e-36ff-4f9b-85d5-382850f667ab\", \"9b05016f-ddd1-490d-a1d2-60113a462cf3\"], \"total_duration\": 237.0, \"total_sessions\": 5, \"mean_week_duration\": 4.309}, \"50599\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-04-17 00:28:30.000000+00:00\", \"2021-04-14 10:33:19.000000+00:00\", \"2022-06-24 18:29:06.000000+00:00\", \"2022-02-01 08:13:57.000000+00:00\", \"2021-01-16 01:32:56.000000+00:00\"], \"session_ids\": [\"5b2622af-feef-4f5c-9b25-62a251480b4c\", \"293d9065-a4eb-4d00-94ee-785d34a2480a\", \"094a1c3b-daed-43bc-b9fc-364f2a476ad7\", \"2e56b404-6b42-45b0-8729-cb475d965831\", \"709662c3-2df1-4828-a59b-f3d7e29e24aa\"], \"total_duration\": 494.0, \"total_sessions\": 5, \"mean_week_duration\": 6.587}, \"26626\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-16 13:52:01.000000+00:00\", \"2019-09-29 10:14:18.000000+00:00\"], \"session_ids\": [\"2b0e7f21-876d-4930-aa1c-04acfded1823\", \"b35575ae-57a6-441f-8e8a-695036345333\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 7.167}, \"94944\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-11 09:37:21.000000+00:00\", \"2019-07-15 10:51:00.000000+00:00\", \"2021-09-04 07:18:01.000000+00:00\"], \"session_ids\": [\"96a3405f-6390-4d91-a4c6-a3cc2aab1eb9\", \"58f0f570-9339-4c77-a193-673680d2dd1c\", \"aef46199-dbae-4f17-b4ea-8d624234799c\"], \"total_duration\": 869.0, \"total_sessions\": 3, \"mean_week_duration\": 7.759}, \"27003\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-12-19 14:31:42.000000+00:00\", \"2022-10-27 22:32:14.000000+00:00\"], \"session_ids\": [\"c958740d-deb5-444a-8caa-0dd9e376e125\", \"386b829d-ef2a-4647-9877-a110b97ae383\"], \"total_duration\": 379.0, \"total_sessions\": 2, \"mean_week_duration\": 47.375}, \"47994\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-01-09 20:30:51.000000+00:00\", \"2021-01-27 00:20:02.000000+00:00\", \"2020-11-20 16:03:53.000000+00:00\"], \"session_ids\": [\"238cf94f-f938-43ab-9745-7c6c4a18c34b\", \"ae7e3d9d-0417-4d15-8dee-53419179aeda\", \"58f4e175-137f-409c-ab2f-0dc7bb4cd0ed\"], \"total_duration\": 378.0, \"total_sessions\": 3, \"mean_week_duration\": 6.3}, \"94103\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-03-18 02:51:29.000000+00:00\", \"2019-04-14 04:53:55.000000+00:00\"], \"session_ids\": [\"8134c7cc-f20d-400d-9745-c66211cd945f\", \"dd5f3c5f-82a5-48b7-9728-a923d0f7713b\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 2.143}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"16271\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-03-02 22:22:52.000000+00:00\", \"2020-03-06 09:51:42.000000+00:00\", \"2019-03-13 20:33:29.000000+00:00\", \"2020-03-21 12:58:48.000000+00:00\", \"2019-04-03 08:49:06.000000+00:00\"], \"session_ids\": [\"af1746cd-f376-43d0-9c75-3c34dc3f0c5f\", \"9ba7f7c0-2ded-4524-a48f-07a27a0e1a4b\", \"170b7fc2-6723-4d4e-8528-fab8013087a3\", \"7dc8ca0e-36ff-4f9b-85d5-382850f667ab\", \"9b05016f-ddd1-490d-a1d2-60113a462cf3\"], \"total_duration\": 237.0, \"total_sessions\": 5, \"mean_week_duration\": 4.309}}, {\"50599\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-04-17 00:28:30.000000+00:00\", \"2021-04-14 10:33:19.000000+00:00\", \"2022-06-24 18:29:06.000000+00:00\", \"2022-02-01 08:13:57.000000+00:00\", \"2021-01-16 01:32:56.000000+00:00\"], \"session_ids\": [\"5b2622af-feef-4f5c-9b25-62a251480b4c\", \"293d9065-a4eb-4d00-94ee-785d34a2480a\", \"094a1c3b-daed-43bc-b9fc-364f2a476ad7\", \"2e56b404-6b42-45b0-8729-cb475d965831\", \"709662c3-2df1-4828-a59b-f3d7e29e24aa\"], \"total_duration\": 494.0, \"total_sessions\": 5, \"mean_week_duration\": 6.587}}, {\"68818\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 8, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-07-02 16:37:16.000000+00:00\", \"2019-04-29 02:08:55.000000+00:00\", \"2021-01-12 23:37:17.000000+00:00\", \"2021-08-05 02:12:02.000000+00:00\"], \"session_ids\": [\"60cdde8c-36ae-4c8a-ab74-9278dcd09788\", \"62e761f5-563a-4697-8aa0-3da4bf12eed9\", \"8142386a-ccd8-4e72-a696-1135f5367bef\", \"d94dcd6b-07aa-4854-9b57-a8cbb0b89729\"], \"total_duration\": 59.0, \"total_sessions\": 4, \"mean_week_duration\": 0.496}}, {\"22781\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-01-14 13:37:43.000000+00:00\", \"2023-01-21 09:36:13.000000+00:00\", \"2019-12-09 02:14:09.000000+00:00\"], \"session_ids\": [\"f6f70bf6-c6a7-430b-892b-544df9106b93\", \"020593b6-15e6-4c9c-bd6f-5157b9725bca\", \"ee12b715-dc87-4224-ad38-d04a7364860c\"], \"total_duration\": 294.0, \"total_sessions\": 3, \"mean_week_duration\": 1.804}}, {\"94944\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-11 09:37:21.000000+00:00\", \"2019-07-15 10:51:00.000000+00:00\", \"2021-09-04 07:18:01.000000+00:00\"], \"session_ids\": [\"96a3405f-6390-4d91-a4c6-a3cc2aab1eb9\", \"58f0f570-9339-4c77-a193-673680d2dd1c\", \"aef46199-dbae-4f17-b4ea-8d624234799c\"], \"total_duration\": 869.0, \"total_sessions\": 3, \"mean_week_duration\": 7.759}}, {\"47994\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-01-09 20:30:51.000000+00:00\", \"2021-01-27 00:20:02.000000+00:00\", \"2020-11-20 16:03:53.000000+00:00\"], \"session_ids\": [\"238cf94f-f938-43ab-9745-7c6c4a18c34b\", \"ae7e3d9d-0417-4d15-8dee-53419179aeda\", \"58f4e175-137f-409c-ab2f-0dc7bb4cd0ed\"], \"total_duration\": 378.0, \"total_sessions\": 3, \"mean_week_duration\": 6.3}}, {\"93063\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2019-06-21 14:00:06.000000+00:00\", \"2021-11-14 14:26:32.000000+00:00\"], \"session_ids\": [\"b674bab2-bc9c-4f55-8455-860da3b4f273\", \"e548d931-743c-4f79-a7ec-f302c37a4eae\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 1.944}}, {\"26626\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-16 13:52:01.000000+00:00\", \"2019-09-29 10:14:18.000000+00:00\"], \"session_ids\": [\"2b0e7f21-876d-4930-aa1c-04acfded1823\", \"b35575ae-57a6-441f-8e8a-695036345333\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 7.167}}, {\"27003\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-12-19 14:31:42.000000+00:00\", \"2022-10-27 22:32:14.000000+00:00\"], \"session_ids\": [\"c958740d-deb5-444a-8caa-0dd9e376e125\", \"386b829d-ef2a-4647-9877-a110b97ae383\"], \"total_duration\": 379.0, \"total_sessions\": 2, \"mean_week_duration\": 47.375}}, {\"94103\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-03-18 02:51:29.000000+00:00\", \"2019-04-14 04:53:55.000000+00:00\"], \"session_ids\": [\"8134c7cc-f20d-400d-9745-c66211cd945f\", \"dd5f3c5f-82a5-48b7-9728-a923d0f7713b\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 2.143}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 1 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"16271\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-03-02 22:22:52.000000+00:00\", \"2020-03-06 09:51:42.000000+00:00\", \"2019-03-13 20:33:29.000000+00:00\", \"2020-03-21 12:58:48.000000+00:00\", \"2019-04-03 08:49:06.000000+00:00\"], \"session_ids\": [\"af1746cd-f376-43d0-9c75-3c34dc3f0c5f\", \"9ba7f7c0-2ded-4524-a48f-07a27a0e1a4b\", \"170b7fc2-6723-4d4e-8528-fab8013087a3\", \"7dc8ca0e-36ff-4f9b-85d5-382850f667ab\", \"9b05016f-ddd1-490d-a1d2-60113a462cf3\"], \"total_duration\": 237.0, \"total_sessions\": 5, \"mean_week_duration\": 4.309}}]\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[{\"16271\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-03-02 22:22:52.000000+00:00\", \"2020-03-06 09:51:42.000000+00:00\", \"2019-03-13 20:33:29.000000+00:00\", \"2020-03-21 12:58:48.000000+00:00\", \"2019-04-03 08:49:06.000000+00:00\"], \"session_ids\": [\"af1746cd-f376-43d0-9c75-3c34dc3f0c5f\", \"9ba7f7c0-2ded-4524-a48f-07a27a0e1a4b\", \"170b7fc2-6723-4d4e-8528-fab8013087a3\", \"7dc8ca0e-36ff-4f9b-85d5-382850f667ab\", \"9b05016f-ddd1-490d-a1d2-60113a462cf3\"], \"total_duration\": 237.0, \"total_sessions\": 5, \"mean_week_duration\": 4.309}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me user who is inhabitant of cities Dublin, Rio de Janeiro in addition carry out sorting by sessions count 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{\"12740\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-11-23 21:28:27.000000+00:00\", \"2020-10-20 07:22:33.000000+00:00\"], \"session_ids\": [\"1da5f853-3ef0-4085-b031-c520b5390fbb\", \"08cc348e-5206-4c66-91a6-18288db56ef2\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 2.368}, \"27742\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-05-26 20:10:58.000000+00:00\", \"2021-07-14 14:13:22.000000+00:00\"], \"session_ids\": [\"d96adf34-9722-451f-8d92-ca2af9dab353\", \"1205c6e4-63b8-459d-bb49-27bd865aeb51\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 18.714}, \"55998\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-01-28 15:13:26.000000+00:00\", \"2020-05-16 10:29:09.000000+00:00\", \"2019-12-22 06:57:06.000000+00:00\", \"2020-10-19 00:23:50.000000+00:00\", \"2020-04-23 08:26:17.000000+00:00\", \"2019-02-14 10:25:34.000000+00:00\"], \"session_ids\": [\"46495cb2-e040-49f5-816b-cd2b469383ad\", \"83fb13a0-d967-4a09-bd6e-2a0f29cd246d\", \"5f13c39b-131f-4503-bb38-9181a84dec5f\", \"33c9f64f-a312-436a-8905-fba0cccfa15c\", \"917f5779-4c4f-4fb9-9f01-3a6f3862f61e\", \"919bad8a-4046-4936-b784-33a78101fdd1\"], \"total_duration\": 6424.0, \"total_sessions\": 6, \"mean_week_duration\": 73.0}, \"49845\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-04-21 17:34:36.000000+00:00\", \"2022-09-02 15:05:33.000000+00:00\"], \"session_ids\": [\"21683ca8-0023-4967-9f3e-e79cbe95eaa5\", \"fe15259f-de6f-40cf-96a3-2832e670e285\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 2.579}, \"93472\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-10-28 11:10:48.000000+00:00\", \"2021-03-02 02:44:04.000000+00:00\", \"2023-03-21 20:28:47.000000+00:00\", \"2021-12-27 05:58:25.000000+00:00\", \"2021-02-04 12:58:40.000000+00:00\"], \"session_ids\": [\"06456472-d122-426e-a80c-ce52dab9214d\", \"26db39f3-aa9a-4a48-9d06-872203d7d096\", \"66778474-1210-4345-b975-5978bcaa3e2e\", \"dd339f38-7955-427a-9884-be0b4ed7d4a0\", \"5a1ab334-1da6-423f-8ff5-bce8c585eb38\"], \"total_duration\": 271.0, \"total_sessions\": 5, \"mean_week_duration\": 2.441}, \"32943\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-03-11 11:04:52.000000+00:00\", \"2019-01-03 06:22:13.000000+00:00\"], \"session_ids\": [\"514323e0-951f-43f8-99f2-d0053acb3e84\", \"412fb815-5a0b-4461-a1ed-b6c9c8ff838e\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 0.754}, \"52384\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-06-02 03:25:03.000000+00:00\", \"2021-12-08 04:25:27.000000+00:00\"], \"session_ids\": [\"f7f39f77-ad21-4db3-a1bd-e4cfe2fd8eba\", \"2a4d40c1-9918-4255-9695-602a3350d36f\"], \"total_duration\": 430.0, \"total_sessions\": 2, \"mean_week_duration\": 17.2}, \"92055\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-25 09:40:12.000000+00:00\", \"2021-11-20 08:35:03.000000+00:00\"], \"session_ids\": [\"87b4abd1-141b-4c7c-932e-33af464229f8\", \"8b939d7e-20d2-413c-ae37-4c83e3375457\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 1.907}, \"64803\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 8}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-10-25 07:45:22.000000+00:00\", \"2023-02-07 18:44:55.000000+00:00\", \"2023-03-06 17:48:00.000000+00:00\", \"2020-03-21 06:11:19.000000+00:00\"], \"session_ids\": [\"9427125e-e8a9-42c7-bf7f-ea3ce74c5e97\", \"9194b5fe-1ff7-436e-8f02-4559dedd5435\", \"3b205762-7291-4805-8479-7998bac5bf23\", \"594cefbd-7d8d-4851-96b0-31121e7990b6\"], \"total_duration\": 338.0, \"total_sessions\": 4, \"mean_week_duration\": 1.92}, \"29469\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-05-08 04:50:40.000000+00:00\", \"2021-09-26 01:26:22.000000+00:00\", \"2023-01-20 16:01:08.000000+00:00\", \"2020-06-21 06:08:25.000000+00:00\", \"2019-08-23 08:40:44.000000+00:00\"], \"session_ids\": [\"9174d73f-1a2d-4321-919e-0fcf202edbbe\", \"d5954047-f287-4e1d-9c9a-624f9a52c0d7\", \"2d12bd69-0748-4622-a647-02268d5a3c4c\", \"b22e76b6-697e-4a7d-9e2a-b6b5c66de882\", \"e0b0b7dd-4030-4ed7-bf0d-180fb26b4a2b\"], \"total_duration\": 130.0, \"total_sessions\": 5, \"mean_week_duration\": 0.67}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are Dublin, Rio de Janeiro"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Dublin\", \"Rio de Janeiro\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you tell me about user whose sessions summation is strictly greater than 2 additionaly apply sorting by count of sessions from the smallest value to the largest value and in addition display only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"16282\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-12-28 05:49:48.000000+00:00\", \"2023-06-12 01:10:11.000000+00:00\", \"2020-11-10 05:58:01.000000+00:00\", \"2021-12-22 10:04:28.000000+00:00\", \"2021-03-26 19:27:33.000000+00:00\", \"2019-12-31 08:15:40.000000+00:00\"], \"session_ids\": [\"0244f9bc-ea66-47d5-b51f-230c199a0cfb\", \"f86d7ef1-c6f9-44e9-90d0-10a9d7efcb1f\", \"a7383e1e-ef23-4a44-a567-ab3e70403c64\", \"4a845e57-b7c1-4b55-9772-de0f43928339\", \"a9db4b3e-2d76-4bdf-9e22-296763424310\", \"0302dc90-50d7-42a1-b3c8-cb2e10cd2e54\"], \"total_duration\": 4819.0, \"total_sessions\": 6, \"mean_week_duration\": 26.772}, \"63446\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-08-03 20:54:52.000000+00:00\", \"2020-04-16 04:09:39.000000+00:00\", \"2022-07-15 17:55:44.000000+00:00\", \"2020-04-16 09:19:45.000000+00:00\", \"2021-08-05 17:17:24.000000+00:00\"], \"session_ids\": [\"03b44c4d-7453-42d0-8f9d-b9f043757b23\", \"0a94645e-b62f-4bff-8d81-0002f6cca793\", \"71231ebf-d8b0-454c-9f48-00b8b890d960\", \"1185b3c9-e7ec-425b-9c77-fc273079e6f5\", \"a8030165-b33e-4131-920e-2a92421f5faf\"], \"total_duration\": 74.0, \"total_sessions\": 5, \"mean_week_duration\": 0.627}, \"83909\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-07-08 18:07:07.000000+00:00\", \"2022-09-15 03:37:57.000000+00:00\", \"2021-12-19 21:09:02.000000+00:00\"], \"session_ids\": [\"be745f58-fc6c-4004-9e2c-8360546eafd2\", \"24fd132d-447a-471e-bdfe-9d190974fbcd\", \"4a55c8ed-16f1-43bc-9042-1e63e6aebf5b\"], \"total_duration\": 694.0, \"total_sessions\": 3, \"mean_week_duration\": 4.156}, \"71951\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-10-15 03:58:31.000000+00:00\", \"2021-07-08 17:54:58.000000+00:00\", \"2022-10-29 04:57:42.000000+00:00\", \"2019-03-13 22:45:24.000000+00:00\", \"2020-04-12 05:51:37.000000+00:00\", \"2019-03-04 23:32:48.000000+00:00\", \"2019-02-15 22:07:59.000000+00:00\", \"2020-03-06 05:00:25.000000+00:00\", \"2021-12-30 06:44:58.000000+00:00\"], \"session_ids\": [\"aa12ccc4-5db6-4370-bd5b-8efef3d87c3e\", \"a93d29a1-a891-4a7f-935f-326cf0ae75d9\", \"09819644-72f0-49b4-b31f-8bc91ff88e57\", \"25d4ecec-4819-4e42-b9a1-223c98bb9378\", \"adf2b10f-be58-4e1e-b2bf-63312685d074\", \"2d768ee5-3480-44fc-a129-79a883b8cafe\", \"584151f2-0906-443a-8488-016261422866\", \"788d9d6d-e6f2-47a8-bba3-08715764e3d7\", \"58d4aabe-5722-4929-b744-e15f5edbf085\"], \"total_duration\": 8452.0, \"total_sessions\": 9, \"mean_week_duration\": 43.793}, \"18825\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Cairo\", \"datetimes\": [\"2021-09-29 12:23:33.000000+00:00\", \"2022-07-31 04:29:48.000000+00:00\"], \"session_ids\": [\"8df1ff76-b55b-43a9-a0f8-01fd18bc1419\", \"a233907d-383d-482f-a787-7111d7b61309\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 1.227}, \"68630\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-28 08:08:06.000000+00:00\", \"2022-02-02 02:10:11.000000+00:00\", \"2020-06-16 21:17:54.000000+00:00\", \"2020-11-06 13:18:41.000000+00:00\", \"2023-01-02 02:38:19.000000+00:00\"], \"session_ids\": [\"22eaa0e9-341a-40a4-b3db-786e4cb051d8\", \"2e95bb16-cbb7-44b2-9d33-a73175781a1a\", \"4a4d17f0-db2b-4930-88ae-51ce625c80d6\", \"629a5d1e-d257-4073-b573-f324461e4b77\", \"619ed122-cddb-4d38-831f-bbaf3725f485\"], \"total_duration\": 367.0, \"total_sessions\": 5, \"mean_week_duration\": 2.211}, \"45531\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-21 23:43:00.000000+00:00\", \"2019-04-09 04:34:02.000000+00:00\", \"2020-10-20 17:49:39.000000+00:00\", \"2021-05-21 04:29:38.000000+00:00\"], \"session_ids\": [\"9b697b67-f765-4b23-b3c2-4e2f542cddd0\", \"0eef3452-35bf-4bf1-9183-20b353eff5d2\", \"3e167207-106e-4263-b84c-bb0341f3d055\", \"bfb97c41-ed40-436b-8ad1-d9eb76181b87\"], \"total_duration\": 1009.0, \"total_sessions\": 4, \"mean_week_duration\": 9.09}, \"52715\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-08-04 03:07:20.000000+00:00\", \"2020-11-13 06:46:19.000000+00:00\"], \"session_ids\": [\"3a88cd8b-b416-420b-9687-4aee15351c0e\", \"1aa37fea-9b69-4feb-b136-7e5b6e83245e\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.5}, \"38095\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-12-28 00:05:05.000000+00:00\", \"2021-12-02 15:39:57.000000+00:00\", \"2020-08-30 00:29:38.000000+00:00\", \"2020-11-18 01:11:14.000000+00:00\", \"2019-03-31 15:52:36.000000+00:00\", \"2022-12-11 22:38:24.000000+00:00\", \"2020-06-18 03:08:21.000000+00:00\", \"2019-01-19 14:39:45.000000+00:00\", \"2023-04-24 13:03:11.000000+00:00\", \"2020-12-11 18:12:25.000000+00:00\"], \"session_ids\": [\"c1e3ffcf-0b8e-4bc3-97af-a8dcdff6b77f\", \"66347d63-0abe-4983-9d14-24aff4bac2fb\", \"5e007674-b6ca-4611-bba8-e0237d10ed16\", \"30b7e5c7-aaaf-446f-a056-eafb227ace7d\", \"8f2084b5-bb2e-40ce-b451-6403c8f1fe45\", \"f04f5128-3e49-49de-8d5f-a4c826fb8c5f\", \"50a06b3d-815b-4f7a-bdb5-b5809da4c58c\", \"84c7d39b-3e33-45a5-bef6-3696f092a3eb\", \"bb57acef-02a9-4930-aeec-d3368d9f0012\", \"fea9c306-700e-4c75-85b6-b65157f926f1\"], \"total_duration\": 2966.0, \"total_sessions\": 10, \"mean_week_duration\": 13.3}, \"72779\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-12-14 21:37:38.000000+00:00\", \"2019-06-19 14:12:36.000000+00:00\", \"2019-11-01 06:12:41.000000+00:00\", \"2023-03-02 17:12:28.000000+00:00\"], \"session_ids\": [\"ba08661d-bcd7-4ede-97cd-6e23eb3ae700\", \"ecf9684f-e14c-449a-86b5-be0fe340b731\", \"bca0e3c3-c637-444b-ad96-c1ab0c811f2a\", \"0477fbe0-f7b6-4896-bcdb-dd828d779a32\"], \"total_duration\": 1282.0, \"total_sessions\": 4, \"mean_week_duration\": 6.608}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are greater than 2"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\"]]}, \"all_values\": {\"total_sessions\": [[2, 5]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"16282\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-12-28 05:49:48.000000+00:00\", \"2023-06-12 01:10:11.000000+00:00\", \"2020-11-10 05:58:01.000000+00:00\", \"2021-12-22 10:04:28.000000+00:00\", \"2021-03-26 19:27:33.000000+00:00\", \"2019-12-31 08:15:40.000000+00:00\"], \"session_ids\": [\"0244f9bc-ea66-47d5-b51f-230c199a0cfb\", \"f86d7ef1-c6f9-44e9-90d0-10a9d7efcb1f\", \"a7383e1e-ef23-4a44-a567-ab3e70403c64\", \"4a845e57-b7c1-4b55-9772-de0f43928339\", \"a9db4b3e-2d76-4bdf-9e22-296763424310\", \"0302dc90-50d7-42a1-b3c8-cb2e10cd2e54\"], \"total_duration\": 4819.0, \"total_sessions\": 6, \"mean_week_duration\": 26.772}, \"63446\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-08-03 20:54:52.000000+00:00\", \"2020-04-16 04:09:39.000000+00:00\", \"2022-07-15 17:55:44.000000+00:00\", \"2020-04-16 09:19:45.000000+00:00\", \"2021-08-05 17:17:24.000000+00:00\"], \"session_ids\": [\"03b44c4d-7453-42d0-8f9d-b9f043757b23\", \"0a94645e-b62f-4bff-8d81-0002f6cca793\", \"71231ebf-d8b0-454c-9f48-00b8b890d960\", \"1185b3c9-e7ec-425b-9c77-fc273079e6f5\", \"a8030165-b33e-4131-920e-2a92421f5faf\"], \"total_duration\": 74.0, \"total_sessions\": 5, \"mean_week_duration\": 0.627}, \"83909\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-07-08 18:07:07.000000+00:00\", \"2022-09-15 03:37:57.000000+00:00\", \"2021-12-19 21:09:02.000000+00:00\"], \"session_ids\": [\"be745f58-fc6c-4004-9e2c-8360546eafd2\", \"24fd132d-447a-471e-bdfe-9d190974fbcd\", \"4a55c8ed-16f1-43bc-9042-1e63e6aebf5b\"], \"total_duration\": 694.0, \"total_sessions\": 3, \"mean_week_duration\": 4.156}, \"71951\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-10-15 03:58:31.000000+00:00\", \"2021-07-08 17:54:58.000000+00:00\", \"2022-10-29 04:57:42.000000+00:00\", \"2019-03-13 22:45:24.000000+00:00\", \"2020-04-12 05:51:37.000000+00:00\", \"2019-03-04 23:32:48.000000+00:00\", \"2019-02-15 22:07:59.000000+00:00\", \"2020-03-06 05:00:25.000000+00:00\", \"2021-12-30 06:44:58.000000+00:00\"], \"session_ids\": [\"aa12ccc4-5db6-4370-bd5b-8efef3d87c3e\", \"a93d29a1-a891-4a7f-935f-326cf0ae75d9\", \"09819644-72f0-49b4-b31f-8bc91ff88e57\", \"25d4ecec-4819-4e42-b9a1-223c98bb9378\", \"adf2b10f-be58-4e1e-b2bf-63312685d074\", \"2d768ee5-3480-44fc-a129-79a883b8cafe\", \"584151f2-0906-443a-8488-016261422866\", \"788d9d6d-e6f2-47a8-bba3-08715764e3d7\", \"58d4aabe-5722-4929-b744-e15f5edbf085\"], \"total_duration\": 8452.0, \"total_sessions\": 9, \"mean_week_duration\": 43.793}, \"68630\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-28 08:08:06.000000+00:00\", \"2022-02-02 02:10:11.000000+00:00\", \"2020-06-16 21:17:54.000000+00:00\", \"2020-11-06 13:18:41.000000+00:00\", \"2023-01-02 02:38:19.000000+00:00\"], \"session_ids\": [\"22eaa0e9-341a-40a4-b3db-786e4cb051d8\", \"2e95bb16-cbb7-44b2-9d33-a73175781a1a\", \"4a4d17f0-db2b-4930-88ae-51ce625c80d6\", \"629a5d1e-d257-4073-b573-f324461e4b77\", \"619ed122-cddb-4d38-831f-bbaf3725f485\"], \"total_duration\": 367.0, \"total_sessions\": 5, \"mean_week_duration\": 2.211}, \"45531\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-21 23:43:00.000000+00:00\", \"2019-04-09 04:34:02.000000+00:00\", \"2020-10-20 17:49:39.000000+00:00\", \"2021-05-21 04:29:38.000000+00:00\"], \"session_ids\": [\"9b697b67-f765-4b23-b3c2-4e2f542cddd0\", \"0eef3452-35bf-4bf1-9183-20b353eff5d2\", \"3e167207-106e-4263-b84c-bb0341f3d055\", \"bfb97c41-ed40-436b-8ad1-d9eb76181b87\"], \"total_duration\": 1009.0, \"total_sessions\": 4, \"mean_week_duration\": 9.09}, \"38095\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-12-28 00:05:05.000000+00:00\", \"2021-12-02 15:39:57.000000+00:00\", \"2020-08-30 00:29:38.000000+00:00\", \"2020-11-18 01:11:14.000000+00:00\", \"2019-03-31 15:52:36.000000+00:00\", \"2022-12-11 22:38:24.000000+00:00\", \"2020-06-18 03:08:21.000000+00:00\", \"2019-01-19 14:39:45.000000+00:00\", \"2023-04-24 13:03:11.000000+00:00\", \"2020-12-11 18:12:25.000000+00:00\"], \"session_ids\": [\"c1e3ffcf-0b8e-4bc3-97af-a8dcdff6b77f\", \"66347d63-0abe-4983-9d14-24aff4bac2fb\", \"5e007674-b6ca-4611-bba8-e0237d10ed16\", \"30b7e5c7-aaaf-446f-a056-eafb227ace7d\", \"8f2084b5-bb2e-40ce-b451-6403c8f1fe45\", \"f04f5128-3e49-49de-8d5f-a4c826fb8c5f\", \"50a06b3d-815b-4f7a-bdb5-b5809da4c58c\", \"84c7d39b-3e33-45a5-bef6-3696f092a3eb\", \"bb57acef-02a9-4930-aeec-d3368d9f0012\", \"fea9c306-700e-4c75-85b6-b65157f926f1\"], \"total_duration\": 2966.0, \"total_sessions\": 10, \"mean_week_duration\": 13.3}, \"72779\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-12-14 21:37:38.000000+00:00\", \"2019-06-19 14:12:36.000000+00:00\", \"2019-11-01 06:12:41.000000+00:00\", \"2023-03-02 17:12:28.000000+00:00\"], \"session_ids\": [\"ba08661d-bcd7-4ede-97cd-6e23eb3ae700\", \"ecf9684f-e14c-449a-86b5-be0fe340b731\", \"bca0e3c3-c637-444b-ad96-c1ab0c811f2a\", \"0477fbe0-f7b6-4896-bcdb-dd828d779a32\"], \"total_duration\": 1282.0, \"total_sessions\": 4, \"mean_week_duration\": 6.608}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"83909\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-07-08 18:07:07.000000+00:00\", \"2022-09-15 03:37:57.000000+00:00\", \"2021-12-19 21:09:02.000000+00:00\"], \"session_ids\": [\"be745f58-fc6c-4004-9e2c-8360546eafd2\", \"24fd132d-447a-471e-bdfe-9d190974fbcd\", \"4a55c8ed-16f1-43bc-9042-1e63e6aebf5b\"], \"total_duration\": 694.0, \"total_sessions\": 3, \"mean_week_duration\": 4.156}}, {\"45531\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-21 23:43:00.000000+00:00\", \"2019-04-09 04:34:02.000000+00:00\", \"2020-10-20 17:49:39.000000+00:00\", \"2021-05-21 04:29:38.000000+00:00\"], \"session_ids\": [\"9b697b67-f765-4b23-b3c2-4e2f542cddd0\", \"0eef3452-35bf-4bf1-9183-20b353eff5d2\", \"3e167207-106e-4263-b84c-bb0341f3d055\", \"bfb97c41-ed40-436b-8ad1-d9eb76181b87\"], \"total_duration\": 1009.0, \"total_sessions\": 4, \"mean_week_duration\": 9.09}}, {\"72779\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-12-14 21:37:38.000000+00:00\", \"2019-06-19 14:12:36.000000+00:00\", \"2019-11-01 06:12:41.000000+00:00\", \"2023-03-02 17:12:28.000000+00:00\"], \"session_ids\": [\"ba08661d-bcd7-4ede-97cd-6e23eb3ae700\", \"ecf9684f-e14c-449a-86b5-be0fe340b731\", \"bca0e3c3-c637-444b-ad96-c1ab0c811f2a\", \"0477fbe0-f7b6-4896-bcdb-dd828d779a32\"], \"total_duration\": 1282.0, \"total_sessions\": 4, \"mean_week_duration\": 6.608}}, {\"63446\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-08-03 20:54:52.000000+00:00\", \"2020-04-16 04:09:39.000000+00:00\", \"2022-07-15 17:55:44.000000+00:00\", \"2020-04-16 09:19:45.000000+00:00\", \"2021-08-05 17:17:24.000000+00:00\"], \"session_ids\": [\"03b44c4d-7453-42d0-8f9d-b9f043757b23\", \"0a94645e-b62f-4bff-8d81-0002f6cca793\", \"71231ebf-d8b0-454c-9f48-00b8b890d960\", \"1185b3c9-e7ec-425b-9c77-fc273079e6f5\", \"a8030165-b33e-4131-920e-2a92421f5faf\"], \"total_duration\": 74.0, \"total_sessions\": 5, \"mean_week_duration\": 0.627}}, {\"68630\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-28 08:08:06.000000+00:00\", \"2022-02-02 02:10:11.000000+00:00\", \"2020-06-16 21:17:54.000000+00:00\", \"2020-11-06 13:18:41.000000+00:00\", \"2023-01-02 02:38:19.000000+00:00\"], \"session_ids\": [\"22eaa0e9-341a-40a4-b3db-786e4cb051d8\", \"2e95bb16-cbb7-44b2-9d33-a73175781a1a\", \"4a4d17f0-db2b-4930-88ae-51ce625c80d6\", \"629a5d1e-d257-4073-b573-f324461e4b77\", \"619ed122-cddb-4d38-831f-bbaf3725f485\"], \"total_duration\": 367.0, \"total_sessions\": 5, \"mean_week_duration\": 2.211}}, {\"16282\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-12-28 05:49:48.000000+00:00\", \"2023-06-12 01:10:11.000000+00:00\", \"2020-11-10 05:58:01.000000+00:00\", \"2021-12-22 10:04:28.000000+00:00\", \"2021-03-26 19:27:33.000000+00:00\", \"2019-12-31 08:15:40.000000+00:00\"], \"session_ids\": [\"0244f9bc-ea66-47d5-b51f-230c199a0cfb\", \"f86d7ef1-c6f9-44e9-90d0-10a9d7efcb1f\", \"a7383e1e-ef23-4a44-a567-ab3e70403c64\", \"4a845e57-b7c1-4b55-9772-de0f43928339\", \"a9db4b3e-2d76-4bdf-9e22-296763424310\", \"0302dc90-50d7-42a1-b3c8-cb2e10cd2e54\"], \"total_duration\": 4819.0, \"total_sessions\": 6, \"mean_week_duration\": 26.772}}, {\"71951\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-10-15 03:58:31.000000+00:00\", \"2021-07-08 17:54:58.000000+00:00\", \"2022-10-29 04:57:42.000000+00:00\", \"2019-03-13 22:45:24.000000+00:00\", \"2020-04-12 05:51:37.000000+00:00\", \"2019-03-04 23:32:48.000000+00:00\", \"2019-02-15 22:07:59.000000+00:00\", \"2020-03-06 05:00:25.000000+00:00\", \"2021-12-30 06:44:58.000000+00:00\"], \"session_ids\": [\"aa12ccc4-5db6-4370-bd5b-8efef3d87c3e\", \"a93d29a1-a891-4a7f-935f-326cf0ae75d9\", \"09819644-72f0-49b4-b31f-8bc91ff88e57\", \"25d4ecec-4819-4e42-b9a1-223c98bb9378\", \"adf2b10f-be58-4e1e-b2bf-63312685d074\", \"2d768ee5-3480-44fc-a129-79a883b8cafe\", \"584151f2-0906-443a-8488-016261422866\", \"788d9d6d-e6f2-47a8-bba3-08715764e3d7\", \"58d4aabe-5722-4929-b744-e15f5edbf085\"], \"total_duration\": 8452.0, \"total_sessions\": 9, \"mean_week_duration\": 43.793}}, {\"38095\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-12-28 00:05:05.000000+00:00\", \"2021-12-02 15:39:57.000000+00:00\", \"2020-08-30 00:29:38.000000+00:00\", \"2020-11-18 01:11:14.000000+00:00\", \"2019-03-31 15:52:36.000000+00:00\", \"2022-12-11 22:38:24.000000+00:00\", \"2020-06-18 03:08:21.000000+00:00\", \"2019-01-19 14:39:45.000000+00:00\", \"2023-04-24 13:03:11.000000+00:00\", \"2020-12-11 18:12:25.000000+00:00\"], \"session_ids\": [\"c1e3ffcf-0b8e-4bc3-97af-a8dcdff6b77f\", \"66347d63-0abe-4983-9d14-24aff4bac2fb\", \"5e007674-b6ca-4611-bba8-e0237d10ed16\", \"30b7e5c7-aaaf-446f-a056-eafb227ace7d\", \"8f2084b5-bb2e-40ce-b451-6403c8f1fe45\", \"f04f5128-3e49-49de-8d5f-a4c826fb8c5f\", \"50a06b3d-815b-4f7a-bdb5-b5809da4c58c\", \"84c7d39b-3e33-45a5-bef6-3696f092a3eb\", \"bb57acef-02a9-4930-aeec-d3368d9f0012\", \"fea9c306-700e-4c75-85b6-b65157f926f1\"], \"total_duration\": 2966.0, \"total_sessions\": 10, \"mean_week_duration\": 13.3}}]\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[{\"83909\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-07-08 18:07:07.000000+00:00\", \"2022-09-15 03:37:57.000000+00:00\", \"2021-12-19 21:09:02.000000+00:00\"], \"session_ids\": [\"be745f58-fc6c-4004-9e2c-8360546eafd2\", \"24fd132d-447a-471e-bdfe-9d190974fbcd\", \"4a55c8ed-16f1-43bc-9042-1e63e6aebf5b\"], \"total_duration\": 694.0, \"total_sessions\": 3, \"mean_week_duration\": 4.156}}, {\"45531\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-21 23:43:00.000000+00:00\", \"2019-04-09 04:34:02.000000+00:00\", \"2020-10-20 17:49:39.000000+00:00\", \"2021-05-21 04:29:38.000000+00:00\"], \"session_ids\": [\"9b697b67-f765-4b23-b3c2-4e2f542cddd0\", \"0eef3452-35bf-4bf1-9183-20b353eff5d2\", \"3e167207-106e-4263-b84c-bb0341f3d055\", \"bfb97c41-ed40-436b-8ad1-d9eb76181b87\"], \"total_duration\": 1009.0, \"total_sessions\": 4, \"mean_week_duration\": 9.09}}, {\"72779\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-12-14 21:37:38.000000+00:00\", \"2019-06-19 14:12:36.000000+00:00\", \"2019-11-01 06:12:41.000000+00:00\", \"2023-03-02 17:12:28.000000+00:00\"], \"session_ids\": [\"ba08661d-bcd7-4ede-97cd-6e23eb3ae700\", \"ecf9684f-e14c-449a-86b5-be0fe340b731\", \"bca0e3c3-c637-444b-ad96-c1ab0c811f2a\", \"0477fbe0-f7b6-4896-bcdb-dd828d779a32\"], \"total_duration\": 1282.0, \"total_sessions\": 4, \"mean_week_duration\": 6.608}}]\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[{\"83909\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-07-08 18:07:07.000000+00:00\", \"2022-09-15 03:37:57.000000+00:00\", \"2021-12-19 21:09:02.000000+00:00\"], \"session_ids\": [\"be745f58-fc6c-4004-9e2c-8360546eafd2\", \"24fd132d-447a-471e-bdfe-9d190974fbcd\", \"4a55c8ed-16f1-43bc-9042-1e63e6aebf5b\"], \"total_duration\": 694.0, \"total_sessions\": 3, \"mean_week_duration\": 4.156}}, {\"45531\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-21 23:43:00.000000+00:00\", \"2019-04-09 04:34:02.000000+00:00\", \"2020-10-20 17:49:39.000000+00:00\", \"2021-05-21 04:29:38.000000+00:00\"], \"session_ids\": [\"9b697b67-f765-4b23-b3c2-4e2f542cddd0\", \"0eef3452-35bf-4bf1-9183-20b353eff5d2\", \"3e167207-106e-4263-b84c-bb0341f3d055\", \"bfb97c41-ed40-436b-8ad1-d9eb76181b87\"], \"total_duration\": 1009.0, \"total_sessions\": 4, \"mean_week_duration\": 9.09}}, {\"72779\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-12-14 21:37:38.000000+00:00\", \"2019-06-19 14:12:36.000000+00:00\", \"2019-11-01 06:12:41.000000+00:00\", \"2023-03-02 17:12:28.000000+00:00\"], \"session_ids\": [\"ba08661d-bcd7-4ede-97cd-6e23eb3ae700\", \"ecf9684f-e14c-449a-86b5-be0fe340b731\", \"bca0e3c3-c637-444b-ad96-c1ab0c811f2a\", \"0477fbe0-f7b6-4896-bcdb-dd828d779a32\"], \"total_duration\": 1282.0, \"total_sessions\": 4, \"mean_week_duration\": 6.608}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me user I can't find living in city San Pedro , and perform sorting by duration summation of sessions per week form the highest value to the lowest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"31827\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-02-01 02:23:38.000000+00:00\", \"2021-04-06 11:43:47.000000+00:00\", \"2020-12-13 11:03:29.000000+00:00\", \"2022-01-09 20:09:01.000000+00:00\", \"2020-03-08 12:50:47.000000+00:00\"], \"session_ids\": [\"89bfa93e-8cb8-40a6-a730-cd062d9ee15b\", \"a4574bba-c1ad-4223-a26a-ccf99dce61a7\", \"e4069e89-d091-46ed-b2ee-1785092692d7\", \"41bf9d9b-05a2-41d1-b514-421f40a0b38d\", \"3233bb3b-56c0-4683-82ae-cc91f4020ad5\"], \"total_duration\": 481.0, \"total_sessions\": 5, \"mean_week_duration\": 3.123}, \"36645\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-11-13 16:29:29.000000+00:00\", \"2020-05-29 05:55:44.000000+00:00\"], \"session_ids\": [\"7a03352e-c084-423b-b202-cdb5d6df5f8f\", \"7f4aab21-0080-4ea5-8ca0-3124a7de9666\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 1.276}, \"19133\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-03-16 17:32:34.000000+00:00\", \"2021-05-04 20:35:50.000000+00:00\", \"2020-02-13 18:02:00.000000+00:00\", \"2020-03-17 23:39:42.000000+00:00\", \"2022-06-11 20:39:57.000000+00:00\"], \"session_ids\": [\"3bb1d24a-0d79-4223-8604-5a9dee5687bc\", \"d6ca88f4-ac72-4c4f-8e3a-3a2599e8fe10\", \"b890da47-19fe-47a6-812c-d3981211a242\", \"0a6b2b12-9c6b-4732-8504-d53751ef8801\", \"f8cf0526-5d74-4b5e-9992-cf1d620de830\"], \"total_duration\": 2305.0, \"total_sessions\": 5, \"mean_week_duration\": 18.893}, \"27185\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-06-27 07:15:47.000000+00:00\", \"2020-05-12 00:38:58.000000+00:00\", \"2020-08-04 13:50:32.000000+00:00\", \"2022-10-12 17:08:26.000000+00:00\", \"2019-09-09 00:54:22.000000+00:00\", \"2021-11-11 01:51:11.000000+00:00\", \"2021-06-29 07:45:31.000000+00:00\"], \"session_ids\": [\"070db42e-db71-4da7-a2ee-4b67e874fa75\", \"8e333fe8-466a-45ee-a02a-5090d18b8839\", \"23f3bcd8-c19f-4a4f-a24d-669fcdd1ea3c\", \"d8298bba-3562-48be-ae0d-46dd38007722\", \"45b9206d-7818-423b-b423-af6d18c707d5\", \"04a8e687-95e3-4621-8f40-4c50a45e8e5e\", \"2a61eec6-ddde-4aef-96b0-3fefefc58ee4\"], \"total_duration\": 8354.0, \"total_sessions\": 7, \"mean_week_duration\": 48.57}, \"88277\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-08-13 14:03:12.000000+00:00\", \"2022-04-02 13:26:25.000000+00:00\"], \"session_ids\": [\"31e8e727-11f0-4cec-92e2-d6ba5228882b\", \"6866271c-06cd-4921-a857-f22e99a7df0f\"], \"total_duration\": 400.0, \"total_sessions\": 2, \"mean_week_duration\": 21.053}, \"41030\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-06-27 15:07:44.000000+00:00\", \"2022-06-05 15:09:44.000000+00:00\"], \"session_ids\": [\"26c8ea05-cea2-40a9-a70f-488f59737a43\", \"9abd6cca-40bd-40b7-b9f6-444e5917fd7e\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.882}, \"65638\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-03-15 01:30:05.000000+00:00\", \"2021-05-04 00:42:20.000000+00:00\"], \"session_ids\": [\"8630e97c-2dfe-4d13-ba5a-b2db4f684883\", \"a988f70d-ec4d-4820-83c9-140832349b4e\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 1.022}, \"15547\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-05-03 12:39:35.000000+00:00\", \"2020-03-24 02:09:04.000000+00:00\"], \"session_ids\": [\"622fad61-dac6-413d-816e-e3f6a2c43614\", \"e26a0cec-2b25-41b5-918e-3aaad129975f\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 2.833}, \"16919\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-27 01:16:48.000000+00:00\", \"2021-12-30 02:56:35.000000+00:00\", \"2019-12-11 22:31:14.000000+00:00\", \"2019-05-17 00:03:52.000000+00:00\", \"2019-10-13 12:46:56.000000+00:00\", \"2023-01-17 07:18:36.000000+00:00\", \"2020-12-08 22:43:50.000000+00:00\", \"2021-01-03 16:47:51.000000+00:00\", \"2020-01-03 20:53:15.000000+00:00\", \"2020-09-20 15:29:37.000000+00:00\"], \"session_ids\": [\"8a579285-f228-4cfd-ae4c-797a8969f8d0\", \"d2619273-5a4c-4b2d-8c6f-838602ded57c\", \"b51a9d1c-8594-479c-b93f-63e39d552174\", \"795bb70b-437b-44f7-81c4-291a3278eca4\", \"f8a0220b-bf91-40ba-892b-2e070a80d537\", \"e10f47e8-feb7-4ae3-af8e-c3eb7480dd01\", \"cefb9cfe-73d8-42b6-b163-a57ec51a4f65\", \"deab0c81-f80e-427f-a82c-cae502990ece\", \"5f7cf92b-0fc5-4726-8093-f8531f17b7dc\", \"250ddf66-3b3e-4b7d-a88a-bbc74703e210\"], \"total_duration\": 28381.0, \"total_sessions\": 10, \"mean_week_duration\": 147.818}, \"28599\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-04-04 08:17:38.000000+00:00\", \"2021-07-15 13:49:59.000000+00:00\", \"2022-06-21 10:19:51.000000+00:00\", \"2022-03-06 00:44:54.000000+00:00\", \"2019-06-08 21:46:15.000000+00:00\", \"2021-03-11 18:50:16.000000+00:00\", \"2022-05-15 01:02:34.000000+00:00\"], \"session_ids\": [\"eb2dcd7b-7e15-4685-8ce1-5b5c8fc50289\", \"42eda63a-74e1-42b0-a378-e804876643f8\", \"37e091b3-4070-414e-8dbe-8fc2ea72c34a\", \"c8cc00f0-0021-4b67-9a86-748e66535e58\", \"558f66e5-8551-4722-bdcf-806e0a7c1166\", \"7e44429a-6ef8-49dc-a578-1a7549420337\", \"a94981cf-bde1-4c66-a35d-7a824a785448\"], \"total_duration\": 1772.0, \"total_sessions\": 7, \"mean_week_duration\": 8.86}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not San Pedro"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"San Pedro\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"31827\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-02-01 02:23:38.000000+00:00\", \"2021-04-06 11:43:47.000000+00:00\", \"2020-12-13 11:03:29.000000+00:00\", \"2022-01-09 20:09:01.000000+00:00\", \"2020-03-08 12:50:47.000000+00:00\"], \"session_ids\": [\"89bfa93e-8cb8-40a6-a730-cd062d9ee15b\", \"a4574bba-c1ad-4223-a26a-ccf99dce61a7\", \"e4069e89-d091-46ed-b2ee-1785092692d7\", \"41bf9d9b-05a2-41d1-b514-421f40a0b38d\", \"3233bb3b-56c0-4683-82ae-cc91f4020ad5\"], \"total_duration\": 481.0, \"total_sessions\": 5, \"mean_week_duration\": 3.123}, \"36645\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-11-13 16:29:29.000000+00:00\", \"2020-05-29 05:55:44.000000+00:00\"], \"session_ids\": [\"7a03352e-c084-423b-b202-cdb5d6df5f8f\", \"7f4aab21-0080-4ea5-8ca0-3124a7de9666\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 1.276}, \"19133\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-03-16 17:32:34.000000+00:00\", \"2021-05-04 20:35:50.000000+00:00\", \"2020-02-13 18:02:00.000000+00:00\", \"2020-03-17 23:39:42.000000+00:00\", \"2022-06-11 20:39:57.000000+00:00\"], \"session_ids\": [\"3bb1d24a-0d79-4223-8604-5a9dee5687bc\", \"d6ca88f4-ac72-4c4f-8e3a-3a2599e8fe10\", \"b890da47-19fe-47a6-812c-d3981211a242\", \"0a6b2b12-9c6b-4732-8504-d53751ef8801\", \"f8cf0526-5d74-4b5e-9992-cf1d620de830\"], \"total_duration\": 2305.0, \"total_sessions\": 5, \"mean_week_duration\": 18.893}, \"88277\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-08-13 14:03:12.000000+00:00\", \"2022-04-02 13:26:25.000000+00:00\"], \"session_ids\": [\"31e8e727-11f0-4cec-92e2-d6ba5228882b\", \"6866271c-06cd-4921-a857-f22e99a7df0f\"], \"total_duration\": 400.0, \"total_sessions\": 2, \"mean_week_duration\": 21.053}, \"41030\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-06-27 15:07:44.000000+00:00\", \"2022-06-05 15:09:44.000000+00:00\"], \"session_ids\": [\"26c8ea05-cea2-40a9-a70f-488f59737a43\", \"9abd6cca-40bd-40b7-b9f6-444e5917fd7e\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.882}, \"65638\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-03-15 01:30:05.000000+00:00\", \"2021-05-04 00:42:20.000000+00:00\"], \"session_ids\": [\"8630e97c-2dfe-4d13-ba5a-b2db4f684883\", \"a988f70d-ec4d-4820-83c9-140832349b4e\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 1.022}, \"15547\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-05-03 12:39:35.000000+00:00\", \"2020-03-24 02:09:04.000000+00:00\"], \"session_ids\": [\"622fad61-dac6-413d-816e-e3f6a2c43614\", \"e26a0cec-2b25-41b5-918e-3aaad129975f\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 2.833}, \"16919\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-27 01:16:48.000000+00:00\", \"2021-12-30 02:56:35.000000+00:00\", \"2019-12-11 22:31:14.000000+00:00\", \"2019-05-17 00:03:52.000000+00:00\", \"2019-10-13 12:46:56.000000+00:00\", \"2023-01-17 07:18:36.000000+00:00\", \"2020-12-08 22:43:50.000000+00:00\", \"2021-01-03 16:47:51.000000+00:00\", \"2020-01-03 20:53:15.000000+00:00\", \"2020-09-20 15:29:37.000000+00:00\"], \"session_ids\": [\"8a579285-f228-4cfd-ae4c-797a8969f8d0\", \"d2619273-5a4c-4b2d-8c6f-838602ded57c\", \"b51a9d1c-8594-479c-b93f-63e39d552174\", \"795bb70b-437b-44f7-81c4-291a3278eca4\", \"f8a0220b-bf91-40ba-892b-2e070a80d537\", \"e10f47e8-feb7-4ae3-af8e-c3eb7480dd01\", \"cefb9cfe-73d8-42b6-b163-a57ec51a4f65\", \"deab0c81-f80e-427f-a82c-cae502990ece\", \"5f7cf92b-0fc5-4726-8093-f8531f17b7dc\", \"250ddf66-3b3e-4b7d-a88a-bbc74703e210\"], \"total_duration\": 28381.0, \"total_sessions\": 10, \"mean_week_duration\": 147.818}, \"28599\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-04-04 08:17:38.000000+00:00\", \"2021-07-15 13:49:59.000000+00:00\", \"2022-06-21 10:19:51.000000+00:00\", \"2022-03-06 00:44:54.000000+00:00\", \"2019-06-08 21:46:15.000000+00:00\", \"2021-03-11 18:50:16.000000+00:00\", \"2022-05-15 01:02:34.000000+00:00\"], \"session_ids\": [\"eb2dcd7b-7e15-4685-8ce1-5b5c8fc50289\", \"42eda63a-74e1-42b0-a378-e804876643f8\", \"37e091b3-4070-414e-8dbe-8fc2ea72c34a\", \"c8cc00f0-0021-4b67-9a86-748e66535e58\", \"558f66e5-8551-4722-bdcf-806e0a7c1166\", \"7e44429a-6ef8-49dc-a578-1a7549420337\", \"a94981cf-bde1-4c66-a35d-7a824a785448\"], \"total_duration\": 1772.0, \"total_sessions\": 7, \"mean_week_duration\": 8.86}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"16919\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-27 01:16:48.000000+00:00\", \"2021-12-30 02:56:35.000000+00:00\", \"2019-12-11 22:31:14.000000+00:00\", \"2019-05-17 00:03:52.000000+00:00\", \"2019-10-13 12:46:56.000000+00:00\", \"2023-01-17 07:18:36.000000+00:00\", \"2020-12-08 22:43:50.000000+00:00\", \"2021-01-03 16:47:51.000000+00:00\", \"2020-01-03 20:53:15.000000+00:00\", \"2020-09-20 15:29:37.000000+00:00\"], \"session_ids\": [\"8a579285-f228-4cfd-ae4c-797a8969f8d0\", \"d2619273-5a4c-4b2d-8c6f-838602ded57c\", \"b51a9d1c-8594-479c-b93f-63e39d552174\", \"795bb70b-437b-44f7-81c4-291a3278eca4\", \"f8a0220b-bf91-40ba-892b-2e070a80d537\", \"e10f47e8-feb7-4ae3-af8e-c3eb7480dd01\", \"cefb9cfe-73d8-42b6-b163-a57ec51a4f65\", \"deab0c81-f80e-427f-a82c-cae502990ece\", \"5f7cf92b-0fc5-4726-8093-f8531f17b7dc\", \"250ddf66-3b3e-4b7d-a88a-bbc74703e210\"], \"total_duration\": 28381.0, \"total_sessions\": 10, \"mean_week_duration\": 147.818}}, {\"88277\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-08-13 14:03:12.000000+00:00\", \"2022-04-02 13:26:25.000000+00:00\"], \"session_ids\": [\"31e8e727-11f0-4cec-92e2-d6ba5228882b\", \"6866271c-06cd-4921-a857-f22e99a7df0f\"], \"total_duration\": 400.0, \"total_sessions\": 2, \"mean_week_duration\": 21.053}}, {\"19133\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-03-16 17:32:34.000000+00:00\", \"2021-05-04 20:35:50.000000+00:00\", \"2020-02-13 18:02:00.000000+00:00\", \"2020-03-17 23:39:42.000000+00:00\", \"2022-06-11 20:39:57.000000+00:00\"], \"session_ids\": [\"3bb1d24a-0d79-4223-8604-5a9dee5687bc\", \"d6ca88f4-ac72-4c4f-8e3a-3a2599e8fe10\", \"b890da47-19fe-47a6-812c-d3981211a242\", \"0a6b2b12-9c6b-4732-8504-d53751ef8801\", \"f8cf0526-5d74-4b5e-9992-cf1d620de830\"], \"total_duration\": 2305.0, \"total_sessions\": 5, \"mean_week_duration\": 18.893}}, {\"28599\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-04-04 08:17:38.000000+00:00\", \"2021-07-15 13:49:59.000000+00:00\", \"2022-06-21 10:19:51.000000+00:00\", \"2022-03-06 00:44:54.000000+00:00\", \"2019-06-08 21:46:15.000000+00:00\", \"2021-03-11 18:50:16.000000+00:00\", \"2022-05-15 01:02:34.000000+00:00\"], \"session_ids\": [\"eb2dcd7b-7e15-4685-8ce1-5b5c8fc50289\", \"42eda63a-74e1-42b0-a378-e804876643f8\", \"37e091b3-4070-414e-8dbe-8fc2ea72c34a\", \"c8cc00f0-0021-4b67-9a86-748e66535e58\", \"558f66e5-8551-4722-bdcf-806e0a7c1166\", \"7e44429a-6ef8-49dc-a578-1a7549420337\", \"a94981cf-bde1-4c66-a35d-7a824a785448\"], \"total_duration\": 1772.0, \"total_sessions\": 7, \"mean_week_duration\": 8.86}}, {\"31827\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-02-01 02:23:38.000000+00:00\", \"2021-04-06 11:43:47.000000+00:00\", \"2020-12-13 11:03:29.000000+00:00\", \"2022-01-09 20:09:01.000000+00:00\", \"2020-03-08 12:50:47.000000+00:00\"], \"session_ids\": [\"89bfa93e-8cb8-40a6-a730-cd062d9ee15b\", \"a4574bba-c1ad-4223-a26a-ccf99dce61a7\", \"e4069e89-d091-46ed-b2ee-1785092692d7\", \"41bf9d9b-05a2-41d1-b514-421f40a0b38d\", \"3233bb3b-56c0-4683-82ae-cc91f4020ad5\"], \"total_duration\": 481.0, \"total_sessions\": 5, \"mean_week_duration\": 3.123}}, {\"15547\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-05-03 12:39:35.000000+00:00\", \"2020-03-24 02:09:04.000000+00:00\"], \"session_ids\": [\"622fad61-dac6-413d-816e-e3f6a2c43614\", \"e26a0cec-2b25-41b5-918e-3aaad129975f\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 2.833}}, {\"36645\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-11-13 16:29:29.000000+00:00\", \"2020-05-29 05:55:44.000000+00:00\"], \"session_ids\": [\"7a03352e-c084-423b-b202-cdb5d6df5f8f\", \"7f4aab21-0080-4ea5-8ca0-3124a7de9666\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 1.276}}, {\"65638\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-03-15 01:30:05.000000+00:00\", \"2021-05-04 00:42:20.000000+00:00\"], \"session_ids\": [\"8630e97c-2dfe-4d13-ba5a-b2db4f684883\", \"a988f70d-ec4d-4820-83c9-140832349b4e\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 1.022}}, {\"41030\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-06-27 15:07:44.000000+00:00\", \"2022-06-05 15:09:44.000000+00:00\"], \"session_ids\": [\"26c8ea05-cea2-40a9-a70f-488f59737a43\", \"9abd6cca-40bd-40b7-b9f6-444e5917fd7e\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.882}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 1 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"16919\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-27 01:16:48.000000+00:00\", \"2021-12-30 02:56:35.000000+00:00\", \"2019-12-11 22:31:14.000000+00:00\", \"2019-05-17 00:03:52.000000+00:00\", \"2019-10-13 12:46:56.000000+00:00\", \"2023-01-17 07:18:36.000000+00:00\", \"2020-12-08 22:43:50.000000+00:00\", \"2021-01-03 16:47:51.000000+00:00\", \"2020-01-03 20:53:15.000000+00:00\", \"2020-09-20 15:29:37.000000+00:00\"], \"session_ids\": [\"8a579285-f228-4cfd-ae4c-797a8969f8d0\", \"d2619273-5a4c-4b2d-8c6f-838602ded57c\", \"b51a9d1c-8594-479c-b93f-63e39d552174\", \"795bb70b-437b-44f7-81c4-291a3278eca4\", \"f8a0220b-bf91-40ba-892b-2e070a80d537\", \"e10f47e8-feb7-4ae3-af8e-c3eb7480dd01\", \"cefb9cfe-73d8-42b6-b163-a57ec51a4f65\", \"deab0c81-f80e-427f-a82c-cae502990ece\", \"5f7cf92b-0fc5-4726-8093-f8531f17b7dc\", \"250ddf66-3b3e-4b7d-a88a-bbc74703e210\"], \"total_duration\": 28381.0, \"total_sessions\": 10, \"mean_week_duration\": 147.818}}]\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[{\"16919\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-27 01:16:48.000000+00:00\", \"2021-12-30 02:56:35.000000+00:00\", \"2019-12-11 22:31:14.000000+00:00\", \"2019-05-17 00:03:52.000000+00:00\", \"2019-10-13 12:46:56.000000+00:00\", \"2023-01-17 07:18:36.000000+00:00\", \"2020-12-08 22:43:50.000000+00:00\", \"2021-01-03 16:47:51.000000+00:00\", \"2020-01-03 20:53:15.000000+00:00\", \"2020-09-20 15:29:37.000000+00:00\"], \"session_ids\": [\"8a579285-f228-4cfd-ae4c-797a8969f8d0\", \"d2619273-5a4c-4b2d-8c6f-838602ded57c\", \"b51a9d1c-8594-479c-b93f-63e39d552174\", \"795bb70b-437b-44f7-81c4-291a3278eca4\", \"f8a0220b-bf91-40ba-892b-2e070a80d537\", \"e10f47e8-feb7-4ae3-af8e-c3eb7480dd01\", \"cefb9cfe-73d8-42b6-b163-a57ec51a4f65\", \"deab0c81-f80e-427f-a82c-cae502990ece\", \"5f7cf92b-0fc5-4726-8093-f8531f17b7dc\", \"250ddf66-3b3e-4b7d-a88a-bbc74703e210\"], \"total_duration\": 28381.0, \"total_sessions\": 10, \"mean_week_duration\": 147.818}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display to me users pieces of information who have duration summation greater than 2042 and less than 3219 (both not including) additionaly apply sorting by town center name ascending , keep only 2 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"10364\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-22 22:28:38.000000+00:00\", \"2020-05-21 08:13:46.000000+00:00\"], \"session_ids\": [\"3dcd77dd-ba99-475e-8d8d-05d68d67fcfe\", \"a25b2f03-c8f2-4f8a-a5e9-c5baa8c23619\"], \"total_duration\": 333.0, \"total_sessions\": 2, \"mean_week_duration\": 2.379}, \"60830\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-02-02 16:42:31.000000+00:00\", \"2020-07-14 08:14:48.000000+00:00\"], \"session_ids\": [\"0dfd03d4-c6c1-4ed1-860a-212ce3735e40\", \"adfa73eb-f6a5-41cf-a0cc-678c9a693ea2\"], \"total_duration\": 282.0, \"total_sessions\": 2, \"mean_week_duration\": 3.439}, \"96365\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-08-31 17:01:57.000000+00:00\", \"2021-10-08 22:03:06.000000+00:00\", \"2023-01-03 21:56:20.000000+00:00\"], \"session_ids\": [\"eed304f4-af7c-46f2-be72-c8b65fff5e78\", \"27ddb906-6ca1-4224-9af5-c659e63f841f\", \"26391d0f-203e-4076-89bd-2f4dc99a0715\"], \"total_duration\": 36.0, \"total_sessions\": 3, \"mean_week_duration\": 0.514}, \"5024\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-03-21 19:46:11.000000+00:00\", \"2021-06-30 23:20:27.000000+00:00\"], \"session_ids\": [\"239fdad0-e649-4aee-959e-63eb7f5b77e5\", \"e502f273-028e-4844-85c9-a532b50ca7c9\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 6.467}, \"1556\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-07-20 08:58:50.000000+00:00\", \"2021-03-21 12:33:58.000000+00:00\"], \"session_ids\": [\"58596b6c-d9d2-42e3-812e-affbe362d64c\", \"fb787ee2-c48c-4f30-ab3b-3e350a3e91ae\"], \"total_duration\": 462.0, \"total_sessions\": 2, \"mean_week_duration\": 25.667}, \"94471\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-14 21:50:24.000000+00:00\", \"2021-09-24 16:40:17.000000+00:00\"], \"session_ids\": [\"3876994b-4b3f-4347-bb17-71bb7220b3ce\", \"7f005694-bbee-46d6-9547-8be4b0cc8fff\"], \"total_duration\": 328.0, \"total_sessions\": 2, \"mean_week_duration\": 4.26}, \"92842\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-02-18 21:23:31.000000+00:00\", \"2021-12-30 18:04:18.000000+00:00\"], \"session_ids\": [\"a5d13b24-e2eb-4551-afe0-ecc2fb822826\", \"0c70df7e-aa06-4074-a448-e84a10e022f4\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 0.46}, \"60796\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-06-06 03:17:09.000000+00:00\", \"2021-12-21 22:23:24.000000+00:00\"], \"session_ids\": [\"7f92aff9-8d26-4bac-b17c-34d311f533bc\", \"87941f4a-aad8-4270-904d-0a74788a4e6d\"], \"total_duration\": 345.0, \"total_sessions\": 2, \"mean_week_duration\": 14.375}, \"70667\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2023-03-19 00:13:19.000000+00:00\", \"2022-12-21 12:31:12.000000+00:00\", \"2021-10-04 06:57:58.000000+00:00\", \"2021-09-12 11:07:43.000000+00:00\", \"2020-01-17 22:01:32.000000+00:00\", \"2019-03-28 17:13:07.000000+00:00\"], \"session_ids\": [\"e099eea4-dd17-49d1-ad85-10bdd8059f38\", \"5b465aba-bab2-4253-a57f-08d2a79cc8da\", \"57fec9bc-e3b8-45fd-8be4-cdedb30577ac\", \"e0eb707c-d416-47a1-ace4-be8c3c8ff5e8\", \"7641de06-96e3-4fcc-91eb-3914e93d108b\", \"13e3d6ae-a8ba-45d1-b1ea-019fc01f1cd1\"], \"total_duration\": 3782.0, \"total_sessions\": 6, \"mean_week_duration\": 18.183}, \"93460\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-02-09 16:47:20.000000+00:00\", \"2022-09-18 09:08:28.000000+00:00\", \"2022-03-07 12:57:30.000000+00:00\"], \"session_ids\": [\"e4bbd7ee-34ad-4037-b81e-e5cfa60bb539\", \"db8e0110-ed01-4f00-a753-793116fe8ffa\", \"24253ca3-690c-4a72-8d6f-8a502b83ce31\"], \"total_duration\": 719.0, \"total_sessions\": 3, \"mean_week_duration\": 5.287}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are greater than 2042 and are less than 3219"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"total_duration\": [[2042, 3219]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show user to me who has total duration greater than 633 and less than 2856 (both not including) and in addition put to use sorting by duration of sessions per week ascendingly in addition remain only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"92608\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-11-09 11:54:13.000000+00:00\", \"2021-01-18 07:42:17.000000+00:00\", \"2022-06-17 10:42:03.000000+00:00\", \"2022-02-16 22:52:10.000000+00:00\"], \"session_ids\": [\"68139865-38d1-471c-a5d4-1a56a160e6a1\", \"337fae98-52d0-4cbb-9244-3fc4795ae06e\", \"cabf9434-ae42-4e34-8c8d-b1d0e350d48d\", \"17e147f9-a25d-4826-b5d7-ddf36472ead4\"], \"total_duration\": 40.0, \"total_sessions\": 4, \"mean_week_duration\": 0.294}, \"45407\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-04-27 03:15:47.000000+00:00\", \"2021-10-28 18:42:59.000000+00:00\"], \"session_ids\": [\"d0d1c339-a611-4668-8837-6a4cfe46ccb4\", \"a1e921d0-c0c3-4727-9e00-0725abec6c83\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 1.423}, \"4438\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-05-23 10:25:38.000000+00:00\", \"2020-08-09 07:26:41.000000+00:00\", \"2021-10-31 06:18:40.000000+00:00\", \"2019-09-19 18:12:23.000000+00:00\", \"2022-07-14 19:54:07.000000+00:00\", \"2023-01-20 14:41:20.000000+00:00\", \"2020-02-29 20:51:59.000000+00:00\"], \"session_ids\": [\"96fe2afc-a3af-44bb-9677-16f50883b554\", \"ae2505ce-b0f1-44b8-8b43-dd8b280cf6c8\", \"5133cc84-f7a4-4d31-a3be-d389e01c28a0\", \"6efac5a5-1e43-49f6-a3e2-59932a3b59c7\", \"96f52ebe-8c44-4093-8425-6c105cef6c13\", \"14deb9d3-afa8-4ccd-96a0-aaf3d83a605b\", \"e06098f4-9f8f-4467-ba08-6223af3f98e8\"], \"total_duration\": 4185.0, \"total_sessions\": 7, \"mean_week_duration\": 21.797}, \"15064\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2022-07-18 09:28:17.000000+00:00\", \"2019-01-07 07:27:07.000000+00:00\", \"2019-07-11 18:49:11.000000+00:00\", \"2022-01-05 07:17:06.000000+00:00\", \"2021-05-31 19:03:28.000000+00:00\", \"2023-03-14 00:02:18.000000+00:00\", \"2019-01-16 10:48:09.000000+00:00\", \"2022-08-29 10:18:12.000000+00:00\", \"2023-01-06 18:48:12.000000+00:00\", \"2021-02-18 01:05:21.000000+00:00\", \"2019-11-01 04:50:32.000000+00:00\"], \"session_ids\": [\"c6295b0b-5409-4c5a-8d25-d9031e095551\", \"57d32884-de22-419c-82a8-e1991c72cfb2\", \"9d9d2f81-6dc5-42cc-85ec-5ee658be306c\", \"2711ba25-ea64-4bff-96ea-c0bbce9b7c47\", \"016f14b0-31cd-4a91-bf9b-0cf9422be4fd\", \"e8f04f62-f185-425b-a687-b0e8de48f523\", \"c792737a-cbf6-491d-a535-5e61b0fb971f\", \"17d77df1-9f7d-434a-a435-4989f828bc10\", \"d2a0b519-f206-4859-bb4a-bf49933e2a16\", \"92018807-1159-41ef-8a03-21fbd2a543ec\", \"bf9099ea-e33a-4788-9a62-2929c40254e8\"], \"total_duration\": 200.0, \"total_sessions\": 11, \"mean_week_duration\": 0.917}, \"84442\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-12-21 14:00:49.000000+00:00\", \"2019-04-12 18:20:44.000000+00:00\"], \"session_ids\": [\"47376170-22ca-4655-a4c9-30a006e82ac6\", \"602a1a83-354e-4746-99ea-dc6f059e8ca1\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.114}, \"70822\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-13 20:27:02.000000+00:00\", \"2022-07-31 01:36:00.000000+00:00\"], \"session_ids\": [\"459e7b86-e15e-4240-8040-4b4c891488cf\", \"966d0386-be00-43b1-b7ff-d33e1046bd1d\"], \"total_duration\": 451.0, \"total_sessions\": 2, \"mean_week_duration\": 4.798}, \"66086\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-03-22 06:42:22.000000+00:00\", \"2021-12-31 17:09:07.000000+00:00\"], \"session_ids\": [\"7a2718fb-1760-4306-889c-f36e68340735\", \"dc630fdc-2cd4-44f5-ae9f-92e6227487e1\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 2.237}, \"75231\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-26 07:14:35.000000+00:00\", \"2021-10-10 01:33:09.000000+00:00\", \"2023-01-13 12:40:31.000000+00:00\"], \"session_ids\": [\"fa46b1d7-ebd6-4663-b5d6-c3af60a599c9\", \"8848dcc7-4a6d-42fa-89b3-14e235d167a2\", \"e0ba8d97-485c-49ac-bb51-f0b70da4b45e\"], \"total_duration\": 983.0, \"total_sessions\": 3, \"mean_week_duration\": 5.285}, \"91786\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2019-06-29 15:59:32.000000+00:00\", \"2022-02-02 19:19:52.000000+00:00\"], \"session_ids\": [\"da8f4b96-1499-4183-88b3-f9b7cc0053f7\", \"4fd1cdd5-fef7-4a98-b80a-57f0e0be45af\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 0.706}, \"28434\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-05-16 15:59:59.000000+00:00\", \"2022-07-17 00:06:56.000000+00:00\"], \"session_ids\": [\"92b8bd5b-b92c-4014-951d-50a61bf83fca\", \"8d5bb790-0542-424b-b217-4b2606dd54d0\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 1.398}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are greater than 633 and are less than 2856"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"total_duration\": [[633, 2856]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"75231\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-26 07:14:35.000000+00:00\", \"2021-10-10 01:33:09.000000+00:00\", \"2023-01-13 12:40:31.000000+00:00\"], \"session_ids\": [\"fa46b1d7-ebd6-4663-b5d6-c3af60a599c9\", \"8848dcc7-4a6d-42fa-89b3-14e235d167a2\", \"e0ba8d97-485c-49ac-bb51-f0b70da4b45e\"], \"total_duration\": 983.0, \"total_sessions\": 3, \"mean_week_duration\": 5.285}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"75231\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-26 07:14:35.000000+00:00\", \"2021-10-10 01:33:09.000000+00:00\", \"2023-01-13 12:40:31.000000+00:00\"], \"session_ids\": [\"fa46b1d7-ebd6-4663-b5d6-c3af60a599c9\", \"8848dcc7-4a6d-42fa-89b3-14e235d167a2\", \"e0ba8d97-485c-49ac-bb51-f0b70da4b45e\"], \"total_duration\": 983.0, \"total_sessions\": 3, \"mean_week_duration\": 5.285}}]\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[{\"75231\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-26 07:14:35.000000+00:00\", \"2021-10-10 01:33:09.000000+00:00\", \"2023-01-13 12:40:31.000000+00:00\"], \"session_ids\": [\"fa46b1d7-ebd6-4663-b5d6-c3af60a599c9\", \"8848dcc7-4a6d-42fa-89b3-14e235d167a2\", \"e0ba8d97-485c-49ac-bb51-f0b70da4b45e\"], \"total_duration\": 983.0, \"total_sessions\": 3, \"mean_week_duration\": 5.285}}]\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[{\"75231\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-26 07:14:35.000000+00:00\", \"2021-10-10 01:33:09.000000+00:00\", \"2023-01-13 12:40:31.000000+00:00\"], \"session_ids\": [\"fa46b1d7-ebd6-4663-b5d6-c3af60a599c9\", \"8848dcc7-4a6d-42fa-89b3-14e235d167a2\", \"e0ba8d97-485c-49ac-bb51-f0b70da4b45e\"], \"total_duration\": 983.0, \"total_sessions\": 3, \"mean_week_duration\": 5.285}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me user who has the smallest value of duration of sessions per week also carry out sorting by duration summation decliningly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"69698\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-10-22 05:32:14.000000+00:00\", \"2022-11-30 08:35:21.000000+00:00\", \"2023-01-31 11:40:54.000000+00:00\"], \"session_ids\": [\"887c9934-8713-4590-b417-0a832400a8dc\", \"65f56fd3-00f1-497a-be4e-277201b94c41\", \"80fe7496-5440-4ad5-9a6f-b5f13a8df07d\"], \"total_duration\": 370.0, \"total_sessions\": 3, \"mean_week_duration\": 24.667}, \"22370\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-03-06 00:01:30.000000+00:00\", \"2020-09-16 10:04:33.000000+00:00\"], \"session_ids\": [\"47077dc8-058e-4ff5-a2a8-d0d3d99f6b8c\", \"5cd143fc-5cc8-479d-aecf-c347a4afc84f\"], \"total_duration\": 362.0, \"total_sessions\": 2, \"mean_week_duration\": 4.701}, \"19495\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-05-22 03:32:41.000000+00:00\", \"2021-08-29 04:31:52.000000+00:00\"], \"session_ids\": [\"9bd8de63-270e-4ada-9430-348b940b73ab\", \"3dd5d1d4-a8c4-45a3-9ff0-5a4e85f33c96\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 2.194}, \"31734\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-10-31 10:30:00.000000+00:00\", \"2020-03-28 21:30:34.000000+00:00\", \"2022-08-01 18:04:29.000000+00:00\", \"2023-02-05 18:00:10.000000+00:00\"], \"session_ids\": [\"3298e3ee-1d55-4677-80a4-736d578e745f\", \"a99e1106-e04a-4b4a-81c8-8e39c92846ad\", \"e0ab33b5-e3f9-43c4-a198-13af951a46c8\", \"35598406-cd55-40cf-b104-7fb6ef392f2a\"], \"total_duration\": 754.0, \"total_sessions\": 4, \"mean_week_duration\": 5.06}, \"49398\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-07-04 04:18:01.000000+00:00\", \"2020-06-18 08:45:22.000000+00:00\", \"2021-04-23 01:45:38.000000+00:00\"], \"session_ids\": [\"dd557883-4b7f-4bd7-88c3-fb41362bd709\", \"8320b685-72ca-4e70-9ed7-ba34a2b83087\", \"cea6fc73-0bc0-4b45-85c8-dcffbdbe6279\"], \"total_duration\": 48.0, \"total_sessions\": 3, \"mean_week_duration\": 0.873}, \"45285\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-10-07 11:33:28.000000+00:00\", \"2020-02-26 08:16:02.000000+00:00\"], \"session_ids\": [\"fab7cf14-9c22-4898-a967-7d59e41e7afa\", \"d281632f-46f7-482e-b4ce-13dda21c4922\"], \"total_duration\": 428.0, \"total_sessions\": 2, \"mean_week_duration\": 20.381}, \"9865\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-17 23:46:08.000000+00:00\", \"2023-03-07 08:18:59.000000+00:00\"], \"session_ids\": [\"d0f771d4-a56f-41d6-91c4-dc07c54a4de8\", \"35a8b137-f905-4b42-b570-31c2db8eaf48\"], \"total_duration\": 267.0, \"total_sessions\": 2, \"mean_week_duration\": 2.136}, \"32345\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-08-05 02:22:02.000000+00:00\", \"2019-04-05 20:23:02.000000+00:00\"], \"session_ids\": [\"414f436d-2196-4ae9-bd42-c53c17859912\", \"06b98a09-d929-4df3-888d-21a2909e23fc\"], \"total_duration\": 157.0, \"total_sessions\": 2, \"mean_week_duration\": 1.287}, \"86856\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-10 13:12:22.000000+00:00\", \"2022-09-29 07:40:11.000000+00:00\", \"2020-02-03 05:24:48.000000+00:00\", \"2022-06-02 10:56:24.000000+00:00\"], \"session_ids\": [\"9b6679eb-7260-4f7c-9a99-382997ea2448\", \"917bc409-d723-4361-9fa8-3b633bb6c756\", \"abee5e9d-7c7e-4058-92a1-8ffd10f5b365\", \"8e2ef8ba-886e-4c01-baaf-e65dd03eacc8\"], \"total_duration\": 1566.0, \"total_sessions\": 4, \"mean_week_duration\": 11.266}, \"95843\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-07-11 14:56:57.000000+00:00\", \"2021-12-27 03:00:25.000000+00:00\"], \"session_ids\": [\"19e966ab-d9ad-4a48-9a03-31383a3a3fd0\", \"53515425-eeca-4d9b-a5cb-177d950b9e33\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 4.688}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the lowest 1 mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": false, \"quant_to_remain\": 1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"49398\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-07-04 04:18:01.000000+00:00\", \"2020-06-18 08:45:22.000000+00:00\", \"2021-04-23 01:45:38.000000+00:00\"], \"session_ids\": [\"dd557883-4b7f-4bd7-88c3-fb41362bd709\", \"8320b685-72ca-4e70-9ed7-ba34a2b83087\", \"cea6fc73-0bc0-4b45-85c8-dcffbdbe6279\"], \"total_duration\": 48.0, \"total_sessions\": 3, \"mean_week_duration\": 0.873}}, {\"32345\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-08-05 02:22:02.000000+00:00\", \"2019-04-05 20:23:02.000000+00:00\"], \"session_ids\": [\"414f436d-2196-4ae9-bd42-c53c17859912\", \"06b98a09-d929-4df3-888d-21a2909e23fc\"], \"total_duration\": 157.0, \"total_sessions\": 2, \"mean_week_duration\": 1.287}}, {\"9865\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-17 23:46:08.000000+00:00\", \"2023-03-07 08:18:59.000000+00:00\"], \"session_ids\": [\"d0f771d4-a56f-41d6-91c4-dc07c54a4de8\", \"35a8b137-f905-4b42-b570-31c2db8eaf48\"], \"total_duration\": 267.0, \"total_sessions\": 2, \"mean_week_duration\": 2.136}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"9865\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-17 23:46:08.000000+00:00\", \"2023-03-07 08:18:59.000000+00:00\"], \"session_ids\": [\"d0f771d4-a56f-41d6-91c4-dc07c54a4de8\", \"35a8b137-f905-4b42-b570-31c2db8eaf48\"], \"total_duration\": 267.0, \"total_sessions\": 2, \"mean_week_duration\": 2.136}}, {\"32345\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-08-05 02:22:02.000000+00:00\", \"2019-04-05 20:23:02.000000+00:00\"], \"session_ids\": [\"414f436d-2196-4ae9-bd42-c53c17859912\", \"06b98a09-d929-4df3-888d-21a2909e23fc\"], \"total_duration\": 157.0, \"total_sessions\": 2, \"mean_week_duration\": 1.287}}, {\"49398\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-07-04 04:18:01.000000+00:00\", \"2020-06-18 08:45:22.000000+00:00\", \"2021-04-23 01:45:38.000000+00:00\"], \"session_ids\": [\"dd557883-4b7f-4bd7-88c3-fb41362bd709\", \"8320b685-72ca-4e70-9ed7-ba34a2b83087\", \"cea6fc73-0bc0-4b45-85c8-dcffbdbe6279\"], \"total_duration\": 48.0, \"total_sessions\": 3, \"mean_week_duration\": 0.873}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 1 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"9865\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-17 23:46:08.000000+00:00\", \"2023-03-07 08:18:59.000000+00:00\"], \"session_ids\": [\"d0f771d4-a56f-41d6-91c4-dc07c54a4de8\", \"35a8b137-f905-4b42-b570-31c2db8eaf48\"], \"total_duration\": 267.0, \"total_sessions\": 2, \"mean_week_duration\": 2.136}}]\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[{\"9865\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-17 23:46:08.000000+00:00\", \"2023-03-07 08:18:59.000000+00:00\"], \"session_ids\": [\"d0f771d4-a56f-41d6-91c4-dc07c54a4de8\", \"35a8b137-f905-4b42-b570-31c2db8eaf48\"], \"total_duration\": 267.0, \"total_sessions\": 2, \"mean_week_duration\": 2.136}}]\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 4 users pieces of information whose time in app is smaller than 1800 as well as carry out sorting by total_sessions from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"18696\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-01-27 12:08:58.000000+00:00\", \"2022-12-10 21:30:03.000000+00:00\", \"2020-12-18 04:47:58.000000+00:00\"], \"session_ids\": [\"1436cf8f-e29a-4f53-9a53-f51862b8c0e2\", \"842ef6ba-6d77-41e1-8479-318e13c9d225\", \"c9c084e5-ba7c-45f4-8855-6f341b365e1f\"], \"total_duration\": 1041.0, \"total_sessions\": 3, \"mean_week_duration\": 6.94}, \"48769\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-12-08 03:51:58.000000+00:00\", \"2022-09-15 01:17:35.000000+00:00\", \"2020-12-17 17:21:49.000000+00:00\", \"2019-10-21 13:17:29.000000+00:00\", \"2023-06-29 04:50:46.000000+00:00\", \"2019-12-17 15:16:24.000000+00:00\", \"2020-02-11 01:59:48.000000+00:00\", \"2022-04-05 08:15:24.000000+00:00\"], \"session_ids\": [\"abeb4350-869d-4e2f-9330-8b31421cb5f7\", \"c1bb7551-5a31-40e3-9ac5-b6174fcfca4d\", \"84511df4-97d0-4c33-a88b-1df1a4d5e507\", \"3884d21b-aee7-44e1-a376-2ec08207d89b\", \"6b3015f6-5ce1-4994-adb7-7c2b5d8e7d3f\", \"ac8750bd-5a60-409b-afff-dee12c3f75d7\", \"be7f8258-3763-42c8-872c-8f802fde9726\", \"2f5402cc-9164-4391-8f9d-287f08a1533d\"], \"total_duration\": 221.0, \"total_sessions\": 8, \"mean_week_duration\": 1.145}, \"16682\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2019-04-16 00:06:55.000000+00:00\", \"2021-08-27 12:39:18.000000+00:00\", \"2019-11-02 02:27:25.000000+00:00\", \"2019-06-05 09:32:01.000000+00:00\"], \"session_ids\": [\"bbd084c3-dbac-426f-8548-78b881f9a9e4\", \"8017a68b-62c9-4e4d-8ea3-cb3542883316\", \"085b0345-cda2-400c-996d-bbfc94e0c997\", \"53a30aa5-f4d7-40b6-8964-1f12a9cabbd1\"], \"total_duration\": 835.0, \"total_sessions\": 4, \"mean_week_duration\": 6.734}, \"40981\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-03-24 00:25:46.000000+00:00\", \"2019-07-21 13:40:45.000000+00:00\"], \"session_ids\": [\"4e061d1b-b853-419a-a2cb-615f63e7d912\", \"236758f1-9329-41cb-85ad-55495d8792a4\"], \"total_duration\": 314.0, \"total_sessions\": 2, \"mean_week_duration\": 3.568}, \"6370\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-05-04 02:37:04.000000+00:00\", \"2020-11-30 10:32:35.000000+00:00\", \"2021-11-18 10:46:41.000000+00:00\", \"2021-09-16 14:02:10.000000+00:00\", \"2021-02-23 10:48:33.000000+00:00\", \"2022-08-15 21:55:51.000000+00:00\", \"2020-12-28 18:28:19.000000+00:00\"], \"session_ids\": [\"ab8367bb-7d8e-4790-862a-1c4a8b0cb880\", \"2cf363c7-48e0-45dd-a6ad-f836394c0b08\", \"a452f2e3-99cd-4c02-89d7-0be4293488f0\", \"42869177-0dcb-4a2c-b9f7-6773aa4c3732\", \"4c2cf295-632f-4fb5-8de9-831e0e33dc65\", \"3afc01fe-3b2c-493f-91d2-811cf3dc639f\", \"2cbe1054-1df5-4d8e-bfa6-809d5d43c372\"], \"total_duration\": 10062.0, \"total_sessions\": 7, \"mean_week_duration\": 84.555}, \"32345\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-15 15:06:55.000000+00:00\", \"2022-06-18 11:06:46.000000+00:00\", \"2020-12-10 11:45:58.000000+00:00\", \"2023-03-08 18:20:22.000000+00:00\", \"2019-04-26 19:00:38.000000+00:00\", \"2022-04-17 18:57:46.000000+00:00\"], \"session_ids\": [\"01bae70c-fc52-40dc-ab5b-ff8b49f823dd\", \"2fd9c6ef-015c-46e9-952e-9c146cee7200\", \"e76166b4-50e0-40f4-96df-62cf0008cd47\", \"09b8227f-0685-4fe9-9814-fbae5ace211d\", \"5646aa29-94cf-42ed-88e4-1bb280a16b1f\", \"784eac8b-3703-416b-88a3-483cd8c792d0\"], \"total_duration\": 479.0, \"total_sessions\": 6, \"mean_week_duration\": 2.371}, \"72997\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-11-19 09:25:38.000000+00:00\", \"2019-03-09 12:52:18.000000+00:00\", \"2022-04-08 10:48:17.000000+00:00\"], \"session_ids\": [\"803d3bfa-9ca5-4611-aeaa-4c9c225ab4a1\", \"55c3d16f-66c9-46f7-839d-24c02be00b88\", \"540b5edd-d78a-44f4-bc38-2efee44fed19\"], \"total_duration\": 35.0, \"total_sessions\": 3, \"mean_week_duration\": 0.217}, \"27956\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2020-12-26 11:29:05.000000+00:00\", \"2019-09-09 13:27:18.000000+00:00\", \"2020-06-03 07:16:14.000000+00:00\", \"2020-10-13 11:49:55.000000+00:00\", \"2020-08-20 12:49:51.000000+00:00\", \"2021-04-14 06:57:04.000000+00:00\"], \"session_ids\": [\"63765ec1-14fc-4cb2-9f58-5b62ae851839\", \"f5c513d2-47c5-49e0-a1db-fb4ff3ab5e65\", \"c85708b7-60d9-40eb-a2c3-31666d372c89\", \"86cb1775-e9de-4916-b42d-ca847ed3520f\", \"3ce3a073-1602-4092-8b76-1f8ce85b051a\", \"ff3a748c-3e11-4805-be92-cb21150dcd0a\"], \"total_duration\": 692.0, \"total_sessions\": 6, \"mean_week_duration\": 8.238}, \"34645\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-02-17 15:44:07.000000+00:00\", \"2021-04-18 09:49:28.000000+00:00\"], \"session_ids\": [\"e41206d5-cc69-4ae4-91f9-f7648408a0a4\", \"fd8f873b-ece9-4c73-848a-c5fa1f4a04cd\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.443}, \"20931\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-05 00:41:54.000000+00:00\", \"2021-08-07 05:37:42.000000+00:00\"], \"session_ids\": [\"be8db2f1-ec42-48a1-9b17-8286a1120fff\", \"b3953e8c-29df-40ba-b80f-b9807f2106b2\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 18.429}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or less than 1800"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\"]]}, \"all_values\": {\"total_duration\": [[1800, 4133]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"18696\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-01-27 12:08:58.000000+00:00\", \"2022-12-10 21:30:03.000000+00:00\", \"2020-12-18 04:47:58.000000+00:00\"], \"session_ids\": [\"1436cf8f-e29a-4f53-9a53-f51862b8c0e2\", \"842ef6ba-6d77-41e1-8479-318e13c9d225\", \"c9c084e5-ba7c-45f4-8855-6f341b365e1f\"], \"total_duration\": 1041.0, \"total_sessions\": 3, \"mean_week_duration\": 6.94}, \"48769\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-12-08 03:51:58.000000+00:00\", \"2022-09-15 01:17:35.000000+00:00\", \"2020-12-17 17:21:49.000000+00:00\", \"2019-10-21 13:17:29.000000+00:00\", \"2023-06-29 04:50:46.000000+00:00\", \"2019-12-17 15:16:24.000000+00:00\", \"2020-02-11 01:59:48.000000+00:00\", \"2022-04-05 08:15:24.000000+00:00\"], \"session_ids\": [\"abeb4350-869d-4e2f-9330-8b31421cb5f7\", \"c1bb7551-5a31-40e3-9ac5-b6174fcfca4d\", \"84511df4-97d0-4c33-a88b-1df1a4d5e507\", \"3884d21b-aee7-44e1-a376-2ec08207d89b\", \"6b3015f6-5ce1-4994-adb7-7c2b5d8e7d3f\", \"ac8750bd-5a60-409b-afff-dee12c3f75d7\", \"be7f8258-3763-42c8-872c-8f802fde9726\", \"2f5402cc-9164-4391-8f9d-287f08a1533d\"], \"total_duration\": 221.0, \"total_sessions\": 8, \"mean_week_duration\": 1.145}, \"16682\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2019-04-16 00:06:55.000000+00:00\", \"2021-08-27 12:39:18.000000+00:00\", \"2019-11-02 02:27:25.000000+00:00\", \"2019-06-05 09:32:01.000000+00:00\"], \"session_ids\": [\"bbd084c3-dbac-426f-8548-78b881f9a9e4\", \"8017a68b-62c9-4e4d-8ea3-cb3542883316\", \"085b0345-cda2-400c-996d-bbfc94e0c997\", \"53a30aa5-f4d7-40b6-8964-1f12a9cabbd1\"], \"total_duration\": 835.0, \"total_sessions\": 4, \"mean_week_duration\": 6.734}, \"40981\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-03-24 00:25:46.000000+00:00\", \"2019-07-21 13:40:45.000000+00:00\"], \"session_ids\": [\"4e061d1b-b853-419a-a2cb-615f63e7d912\", \"236758f1-9329-41cb-85ad-55495d8792a4\"], \"total_duration\": 314.0, \"total_sessions\": 2, \"mean_week_duration\": 3.568}, \"32345\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-15 15:06:55.000000+00:00\", \"2022-06-18 11:06:46.000000+00:00\", \"2020-12-10 11:45:58.000000+00:00\", \"2023-03-08 18:20:22.000000+00:00\", \"2019-04-26 19:00:38.000000+00:00\", \"2022-04-17 18:57:46.000000+00:00\"], \"session_ids\": [\"01bae70c-fc52-40dc-ab5b-ff8b49f823dd\", \"2fd9c6ef-015c-46e9-952e-9c146cee7200\", \"e76166b4-50e0-40f4-96df-62cf0008cd47\", \"09b8227f-0685-4fe9-9814-fbae5ace211d\", \"5646aa29-94cf-42ed-88e4-1bb280a16b1f\", \"784eac8b-3703-416b-88a3-483cd8c792d0\"], \"total_duration\": 479.0, \"total_sessions\": 6, \"mean_week_duration\": 2.371}, \"72997\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-11-19 09:25:38.000000+00:00\", \"2019-03-09 12:52:18.000000+00:00\", \"2022-04-08 10:48:17.000000+00:00\"], \"session_ids\": [\"803d3bfa-9ca5-4611-aeaa-4c9c225ab4a1\", \"55c3d16f-66c9-46f7-839d-24c02be00b88\", \"540b5edd-d78a-44f4-bc38-2efee44fed19\"], \"total_duration\": 35.0, \"total_sessions\": 3, \"mean_week_duration\": 0.217}, \"27956\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2020-12-26 11:29:05.000000+00:00\", \"2019-09-09 13:27:18.000000+00:00\", \"2020-06-03 07:16:14.000000+00:00\", \"2020-10-13 11:49:55.000000+00:00\", \"2020-08-20 12:49:51.000000+00:00\", \"2021-04-14 06:57:04.000000+00:00\"], \"session_ids\": [\"63765ec1-14fc-4cb2-9f58-5b62ae851839\", \"f5c513d2-47c5-49e0-a1db-fb4ff3ab5e65\", \"c85708b7-60d9-40eb-a2c3-31666d372c89\", \"86cb1775-e9de-4916-b42d-ca847ed3520f\", \"3ce3a073-1602-4092-8b76-1f8ce85b051a\", \"ff3a748c-3e11-4805-be92-cb21150dcd0a\"], \"total_duration\": 692.0, \"total_sessions\": 6, \"mean_week_duration\": 8.238}, \"34645\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-02-17 15:44:07.000000+00:00\", \"2021-04-18 09:49:28.000000+00:00\"], \"session_ids\": [\"e41206d5-cc69-4ae4-91f9-f7648408a0a4\", \"fd8f873b-ece9-4c73-848a-c5fa1f4a04cd\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.443}, \"20931\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-05 00:41:54.000000+00:00\", \"2021-08-07 05:37:42.000000+00:00\"], \"session_ids\": [\"be8db2f1-ec42-48a1-9b17-8286a1120fff\", \"b3953e8c-29df-40ba-b80f-b9807f2106b2\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 18.429}}\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[{\"48769\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-12-08 03:51:58.000000+00:00\", \"2022-09-15 01:17:35.000000+00:00\", \"2020-12-17 17:21:49.000000+00:00\", \"2019-10-21 13:17:29.000000+00:00\", \"2023-06-29 04:50:46.000000+00:00\", \"2019-12-17 15:16:24.000000+00:00\", \"2020-02-11 01:59:48.000000+00:00\", \"2022-04-05 08:15:24.000000+00:00\"], \"session_ids\": [\"abeb4350-869d-4e2f-9330-8b31421cb5f7\", \"c1bb7551-5a31-40e3-9ac5-b6174fcfca4d\", \"84511df4-97d0-4c33-a88b-1df1a4d5e507\", \"3884d21b-aee7-44e1-a376-2ec08207d89b\", \"6b3015f6-5ce1-4994-adb7-7c2b5d8e7d3f\", \"ac8750bd-5a60-409b-afff-dee12c3f75d7\", \"be7f8258-3763-42c8-872c-8f802fde9726\", \"2f5402cc-9164-4391-8f9d-287f08a1533d\"], \"total_duration\": 221.0, \"total_sessions\": 8, \"mean_week_duration\": 1.145}}, {\"32345\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-15 15:06:55.000000+00:00\", \"2022-06-18 11:06:46.000000+00:00\", \"2020-12-10 11:45:58.000000+00:00\", \"2023-03-08 18:20:22.000000+00:00\", \"2019-04-26 19:00:38.000000+00:00\", \"2022-04-17 18:57:46.000000+00:00\"], \"session_ids\": [\"01bae70c-fc52-40dc-ab5b-ff8b49f823dd\", \"2fd9c6ef-015c-46e9-952e-9c146cee7200\", \"e76166b4-50e0-40f4-96df-62cf0008cd47\", \"09b8227f-0685-4fe9-9814-fbae5ace211d\", \"5646aa29-94cf-42ed-88e4-1bb280a16b1f\", \"784eac8b-3703-416b-88a3-483cd8c792d0\"], \"total_duration\": 479.0, \"total_sessions\": 6, \"mean_week_duration\": 2.371}}, {\"27956\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2020-12-26 11:29:05.000000+00:00\", \"2019-09-09 13:27:18.000000+00:00\", \"2020-06-03 07:16:14.000000+00:00\", \"2020-10-13 11:49:55.000000+00:00\", \"2020-08-20 12:49:51.000000+00:00\", \"2021-04-14 06:57:04.000000+00:00\"], \"session_ids\": [\"63765ec1-14fc-4cb2-9f58-5b62ae851839\", \"f5c513d2-47c5-49e0-a1db-fb4ff3ab5e65\", \"c85708b7-60d9-40eb-a2c3-31666d372c89\", \"86cb1775-e9de-4916-b42d-ca847ed3520f\", \"3ce3a073-1602-4092-8b76-1f8ce85b051a\", \"ff3a748c-3e11-4805-be92-cb21150dcd0a\"], \"total_duration\": 692.0, \"total_sessions\": 6, \"mean_week_duration\": 8.238}}, {\"16682\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2019-04-16 00:06:55.000000+00:00\", \"2021-08-27 12:39:18.000000+00:00\", \"2019-11-02 02:27:25.000000+00:00\", \"2019-06-05 09:32:01.000000+00:00\"], \"session_ids\": [\"bbd084c3-dbac-426f-8548-78b881f9a9e4\", \"8017a68b-62c9-4e4d-8ea3-cb3542883316\", \"085b0345-cda2-400c-996d-bbfc94e0c997\", \"53a30aa5-f4d7-40b6-8964-1f12a9cabbd1\"], \"total_duration\": 835.0, \"total_sessions\": 4, \"mean_week_duration\": 6.734}}, {\"18696\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-01-27 12:08:58.000000+00:00\", \"2022-12-10 21:30:03.000000+00:00\", \"2020-12-18 04:47:58.000000+00:00\"], \"session_ids\": [\"1436cf8f-e29a-4f53-9a53-f51862b8c0e2\", \"842ef6ba-6d77-41e1-8479-318e13c9d225\", \"c9c084e5-ba7c-45f4-8855-6f341b365e1f\"], \"total_duration\": 1041.0, \"total_sessions\": 3, \"mean_week_duration\": 6.94}}, {\"72997\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-11-19 09:25:38.000000+00:00\", \"2019-03-09 12:52:18.000000+00:00\", \"2022-04-08 10:48:17.000000+00:00\"], \"session_ids\": [\"803d3bfa-9ca5-4611-aeaa-4c9c225ab4a1\", \"55c3d16f-66c9-46f7-839d-24c02be00b88\", \"540b5edd-d78a-44f4-bc38-2efee44fed19\"], \"total_duration\": 35.0, \"total_sessions\": 3, \"mean_week_duration\": 0.217}}, {\"40981\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-03-24 00:25:46.000000+00:00\", \"2019-07-21 13:40:45.000000+00:00\"], \"session_ids\": [\"4e061d1b-b853-419a-a2cb-615f63e7d912\", \"236758f1-9329-41cb-85ad-55495d8792a4\"], \"total_duration\": 314.0, \"total_sessions\": 2, \"mean_week_duration\": 3.568}}, {\"34645\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-02-17 15:44:07.000000+00:00\", \"2021-04-18 09:49:28.000000+00:00\"], \"session_ids\": [\"e41206d5-cc69-4ae4-91f9-f7648408a0a4\", \"fd8f873b-ece9-4c73-848a-c5fa1f4a04cd\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.443}}, {\"20931\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-05 00:41:54.000000+00:00\", \"2021-08-07 05:37:42.000000+00:00\"], \"session_ids\": [\"be8db2f1-ec42-48a1-9b17-8286a1120fff\", \"b3953e8c-29df-40ba-b80f-b9807f2106b2\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 18.429}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 4 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"48769\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-12-08 03:51:58.000000+00:00\", \"2022-09-15 01:17:35.000000+00:00\", \"2020-12-17 17:21:49.000000+00:00\", \"2019-10-21 13:17:29.000000+00:00\", \"2023-06-29 04:50:46.000000+00:00\", \"2019-12-17 15:16:24.000000+00:00\", \"2020-02-11 01:59:48.000000+00:00\", \"2022-04-05 08:15:24.000000+00:00\"], \"session_ids\": [\"abeb4350-869d-4e2f-9330-8b31421cb5f7\", \"c1bb7551-5a31-40e3-9ac5-b6174fcfca4d\", \"84511df4-97d0-4c33-a88b-1df1a4d5e507\", \"3884d21b-aee7-44e1-a376-2ec08207d89b\", \"6b3015f6-5ce1-4994-adb7-7c2b5d8e7d3f\", \"ac8750bd-5a60-409b-afff-dee12c3f75d7\", \"be7f8258-3763-42c8-872c-8f802fde9726\", \"2f5402cc-9164-4391-8f9d-287f08a1533d\"], \"total_duration\": 221.0, \"total_sessions\": 8, \"mean_week_duration\": 1.145}}, {\"32345\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-15 15:06:55.000000+00:00\", \"2022-06-18 11:06:46.000000+00:00\", \"2020-12-10 11:45:58.000000+00:00\", \"2023-03-08 18:20:22.000000+00:00\", \"2019-04-26 19:00:38.000000+00:00\", \"2022-04-17 18:57:46.000000+00:00\"], \"session_ids\": [\"01bae70c-fc52-40dc-ab5b-ff8b49f823dd\", \"2fd9c6ef-015c-46e9-952e-9c146cee7200\", \"e76166b4-50e0-40f4-96df-62cf0008cd47\", \"09b8227f-0685-4fe9-9814-fbae5ace211d\", \"5646aa29-94cf-42ed-88e4-1bb280a16b1f\", \"784eac8b-3703-416b-88a3-483cd8c792d0\"], \"total_duration\": 479.0, \"total_sessions\": 6, \"mean_week_duration\": 2.371}}, {\"27956\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2020-12-26 11:29:05.000000+00:00\", \"2019-09-09 13:27:18.000000+00:00\", \"2020-06-03 07:16:14.000000+00:00\", \"2020-10-13 11:49:55.000000+00:00\", \"2020-08-20 12:49:51.000000+00:00\", \"2021-04-14 06:57:04.000000+00:00\"], \"session_ids\": [\"63765ec1-14fc-4cb2-9f58-5b62ae851839\", \"f5c513d2-47c5-49e0-a1db-fb4ff3ab5e65\", \"c85708b7-60d9-40eb-a2c3-31666d372c89\", \"86cb1775-e9de-4916-b42d-ca847ed3520f\", \"3ce3a073-1602-4092-8b76-1f8ce85b051a\", \"ff3a748c-3e11-4805-be92-cb21150dcd0a\"], \"total_duration\": 692.0, \"total_sessions\": 6, \"mean_week_duration\": 8.238}}, {\"16682\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2019-04-16 00:06:55.000000+00:00\", \"2021-08-27 12:39:18.000000+00:00\", \"2019-11-02 02:27:25.000000+00:00\", \"2019-06-05 09:32:01.000000+00:00\"], \"session_ids\": [\"bbd084c3-dbac-426f-8548-78b881f9a9e4\", \"8017a68b-62c9-4e4d-8ea3-cb3542883316\", \"085b0345-cda2-400c-996d-bbfc94e0c997\", \"53a30aa5-f4d7-40b6-8964-1f12a9cabbd1\"], \"total_duration\": 835.0, \"total_sessions\": 4, \"mean_week_duration\": 6.734}}]\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[{\"48769\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-12-08 03:51:58.000000+00:00\", \"2022-09-15 01:17:35.000000+00:00\", \"2020-12-17 17:21:49.000000+00:00\", \"2019-10-21 13:17:29.000000+00:00\", \"2023-06-29 04:50:46.000000+00:00\", \"2019-12-17 15:16:24.000000+00:00\", \"2020-02-11 01:59:48.000000+00:00\", \"2022-04-05 08:15:24.000000+00:00\"], \"session_ids\": [\"abeb4350-869d-4e2f-9330-8b31421cb5f7\", \"c1bb7551-5a31-40e3-9ac5-b6174fcfca4d\", \"84511df4-97d0-4c33-a88b-1df1a4d5e507\", \"3884d21b-aee7-44e1-a376-2ec08207d89b\", \"6b3015f6-5ce1-4994-adb7-7c2b5d8e7d3f\", \"ac8750bd-5a60-409b-afff-dee12c3f75d7\", \"be7f8258-3763-42c8-872c-8f802fde9726\", \"2f5402cc-9164-4391-8f9d-287f08a1533d\"], \"total_duration\": 221.0, \"total_sessions\": 8, \"mean_week_duration\": 1.145}}, {\"32345\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-15 15:06:55.000000+00:00\", \"2022-06-18 11:06:46.000000+00:00\", \"2020-12-10 11:45:58.000000+00:00\", \"2023-03-08 18:20:22.000000+00:00\", \"2019-04-26 19:00:38.000000+00:00\", \"2022-04-17 18:57:46.000000+00:00\"], \"session_ids\": [\"01bae70c-fc52-40dc-ab5b-ff8b49f823dd\", \"2fd9c6ef-015c-46e9-952e-9c146cee7200\", \"e76166b4-50e0-40f4-96df-62cf0008cd47\", \"09b8227f-0685-4fe9-9814-fbae5ace211d\", \"5646aa29-94cf-42ed-88e4-1bb280a16b1f\", \"784eac8b-3703-416b-88a3-483cd8c792d0\"], \"total_duration\": 479.0, \"total_sessions\": 6, \"mean_week_duration\": 2.371}}, {\"27956\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2020-12-26 11:29:05.000000+00:00\", \"2019-09-09 13:27:18.000000+00:00\", \"2020-06-03 07:16:14.000000+00:00\", \"2020-10-13 11:49:55.000000+00:00\", \"2020-08-20 12:49:51.000000+00:00\", \"2021-04-14 06:57:04.000000+00:00\"], \"session_ids\": [\"63765ec1-14fc-4cb2-9f58-5b62ae851839\", \"f5c513d2-47c5-49e0-a1db-fb4ff3ab5e65\", \"c85708b7-60d9-40eb-a2c3-31666d372c89\", \"86cb1775-e9de-4916-b42d-ca847ed3520f\", \"3ce3a073-1602-4092-8b76-1f8ce85b051a\", \"ff3a748c-3e11-4805-be92-cb21150dcd0a\"], \"total_duration\": 692.0, \"total_sessions\": 6, \"mean_week_duration\": 8.238}}, {\"16682\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2019-04-16 00:06:55.000000+00:00\", \"2021-08-27 12:39:18.000000+00:00\", \"2019-11-02 02:27:25.000000+00:00\", \"2019-06-05 09:32:01.000000+00:00\"], \"session_ids\": [\"bbd084c3-dbac-426f-8548-78b881f9a9e4\", \"8017a68b-62c9-4e4d-8ea3-cb3542883316\", \"085b0345-cda2-400c-996d-bbfc94e0c997\", \"53a30aa5-f4d7-40b6-8964-1f12a9cabbd1\"], \"total_duration\": 835.0, \"total_sessions\": 4, \"mean_week_duration\": 6.734}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the 3 users who aren't residing in city Berlin as well as put to use sorting by total time using the app in desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"18888\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-04-29 06:30:14.000000+00:00\", \"2021-03-19 01:58:08.000000+00:00\"], \"session_ids\": [\"1be860bb-4dbf-4505-ac6e-afc047e00e33\", \"a6a965ed-47f5-4a57-81c9-1bd9a88e2735\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 1.759}, \"15164\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-07-31 23:27:26.000000+00:00\", \"2019-05-30 09:22:53.000000+00:00\"], \"session_ids\": [\"c3d76f56-ba34-4afa-9b98-0371db457240\", \"22271aed-e0e2-4a77-a0c1-dd6990c1127f\"], \"total_duration\": 124.0, \"total_sessions\": 2, \"mean_week_duration\": 13.778}, \"88441\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-02-29 18:29:27.000000+00:00\", \"2019-02-25 16:57:41.000000+00:00\", \"2021-03-18 10:56:02.000000+00:00\"], \"session_ids\": [\"bdb6a92b-e447-45a2-8290-b758a2a78398\", \"6405b358-4d0b-4df8-ab76-af89d0a5d337\", \"c3f6272c-d8ee-4877-b552-05a741ea5fb6\"], \"total_duration\": 404.0, \"total_sessions\": 3, \"mean_week_duration\": 3.741}, \"79935\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Sydney\", \"datetimes\": [\"2019-11-28 05:22:11.000000+00:00\", \"2022-01-30 10:25:48.000000+00:00\"], \"session_ids\": [\"22d9163e-f4c1-4bad-adfe-cd14976c7ecd\", \"f1f2db08-a87b-42eb-8014-8c8e8f89d13e\"], \"total_duration\": 188.0, \"total_sessions\": 2, \"mean_week_duration\": 1.649}, \"91090\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-12-21 19:52:02.000000+00:00\", \"2021-06-16 01:41:25.000000+00:00\", \"2022-03-17 02:26:40.000000+00:00\", \"2022-08-08 09:11:52.000000+00:00\", \"2021-09-15 11:43:37.000000+00:00\", \"2020-11-27 12:43:16.000000+00:00\"], \"session_ids\": [\"1b409b2f-9e13-43f5-8959-3337c79207cd\", \"7606e3bf-f6ce-4549-9747-233d88176076\", \"cb0cdf06-1b44-4342-91e7-9f4cb14e1cff\", \"e91bf8f9-a80a-401e-9ae8-67d896937650\", \"1714b5e2-f3a1-4f8b-a171-275e9b23a6cd\", \"cdcda46b-470e-4ad2-bd18-837694cedf47\"], \"total_duration\": 158.0, \"total_sessions\": 6, \"mean_week_duration\": 1.775}, \"57957\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-02-04 01:55:44.000000+00:00\", \"2022-06-20 02:01:53.000000+00:00\", \"2020-05-01 12:35:18.000000+00:00\", \"2019-09-16 01:02:48.000000+00:00\", \"2019-07-22 01:52:09.000000+00:00\"], \"session_ids\": [\"ba907824-5361-4d50-8493-9f1af17eb944\", \"87972163-7e4c-444c-a741-53354caa0c48\", \"01773f4b-c175-4065-9999-1a8c16e06209\", \"915b09a5-243c-41ad-bdda-d78cb002a087\", \"f4a09a46-2751-4fa9-a495-8ebb5863464d\"], \"total_duration\": 3161.0, \"total_sessions\": 5, \"mean_week_duration\": 17.96}, \"45747\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-31 16:50:16.000000+00:00\", \"2022-02-19 21:23:01.000000+00:00\", \"2020-06-06 08:09:30.000000+00:00\"], \"session_ids\": [\"77bdd058-989d-4e4d-a73c-012d08df278e\", \"5f9c56d1-9579-4dbc-baed-817fce678b4e\", \"95a1d4b3-b8d2-4ad1-9129-20264ccabdb8\"], \"total_duration\": 567.0, \"total_sessions\": 3, \"mean_week_duration\": 5.727}, \"56238\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-04-12 08:21:48.000000+00:00\", \"2022-12-07 23:07:26.000000+00:00\", \"2023-06-22 06:33:41.000000+00:00\", \"2022-06-30 19:56:14.000000+00:00\", \"2019-06-20 01:59:30.000000+00:00\", \"2020-07-04 03:14:33.000000+00:00\", \"2019-07-14 16:38:04.000000+00:00\", \"2022-07-03 14:09:00.000000+00:00\", \"2021-05-25 05:31:51.000000+00:00\"], \"session_ids\": [\"9fbb6207-c0d2-4953-baf8-ccdb8054e3e0\", \"f6696de1-3ec7-4b75-8f95-2216c92d6138\", \"ced25331-d253-4cff-8a15-047a34b05b5c\", \"33f58b97-772e-40b6-b03f-d590de40c687\", \"f31643c2-3d0c-4b33-8a91-080994e20442\", \"440085e4-8e5f-4bef-8979-305428357579\", \"92b19c89-d69f-46fa-84e5-3b2801c40b63\", \"eade81fd-3eb2-4933-86ed-fd36ba82faac\", \"6d7ceff6-2b17-4618-8535-3f29917d3993\"], \"total_duration\": 6142.0, \"total_sessions\": 9, \"mean_week_duration\": 29.388}, \"93543\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-01-17 22:42:02.000000+00:00\", \"2019-12-19 02:22:34.000000+00:00\", \"2021-12-29 23:25:47.000000+00:00\"], \"session_ids\": [\"843db78a-97c2-4500-acb7-5f58878042b9\", \"116d425c-b6fb-45dd-bec7-fb388613c752\", \"df3b5264-ab8f-4b6f-8305-edb4a7a02d2c\"], \"total_duration\": 270.0, \"total_sessions\": 3, \"mean_week_duration\": 2.547}, \"20699\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-07-19 17:08:46.000000+00:00\", \"2023-01-21 06:33:50.000000+00:00\"], \"session_ids\": [\"e38fcd5d-7917-4dcc-a1ff-7007392f7ae3\", \"0405026d-8cab-4c46-8cc6-6d64a49574d7\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is not Berlin"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Berlin\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"18888\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-04-29 06:30:14.000000+00:00\", \"2021-03-19 01:58:08.000000+00:00\"], \"session_ids\": [\"1be860bb-4dbf-4505-ac6e-afc047e00e33\", \"a6a965ed-47f5-4a57-81c9-1bd9a88e2735\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 1.759}, \"15164\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-07-31 23:27:26.000000+00:00\", \"2019-05-30 09:22:53.000000+00:00\"], \"session_ids\": [\"c3d76f56-ba34-4afa-9b98-0371db457240\", \"22271aed-e0e2-4a77-a0c1-dd6990c1127f\"], \"total_duration\": 124.0, \"total_sessions\": 2, \"mean_week_duration\": 13.778}, \"88441\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-02-29 18:29:27.000000+00:00\", \"2019-02-25 16:57:41.000000+00:00\", \"2021-03-18 10:56:02.000000+00:00\"], \"session_ids\": [\"bdb6a92b-e447-45a2-8290-b758a2a78398\", \"6405b358-4d0b-4df8-ab76-af89d0a5d337\", \"c3f6272c-d8ee-4877-b552-05a741ea5fb6\"], \"total_duration\": 404.0, \"total_sessions\": 3, \"mean_week_duration\": 3.741}, \"79935\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Sydney\", \"datetimes\": [\"2019-11-28 05:22:11.000000+00:00\", \"2022-01-30 10:25:48.000000+00:00\"], \"session_ids\": [\"22d9163e-f4c1-4bad-adfe-cd14976c7ecd\", \"f1f2db08-a87b-42eb-8014-8c8e8f89d13e\"], \"total_duration\": 188.0, \"total_sessions\": 2, \"mean_week_duration\": 1.649}, \"91090\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-12-21 19:52:02.000000+00:00\", \"2021-06-16 01:41:25.000000+00:00\", \"2022-03-17 02:26:40.000000+00:00\", \"2022-08-08 09:11:52.000000+00:00\", \"2021-09-15 11:43:37.000000+00:00\", \"2020-11-27 12:43:16.000000+00:00\"], \"session_ids\": [\"1b409b2f-9e13-43f5-8959-3337c79207cd\", \"7606e3bf-f6ce-4549-9747-233d88176076\", \"cb0cdf06-1b44-4342-91e7-9f4cb14e1cff\", \"e91bf8f9-a80a-401e-9ae8-67d896937650\", \"1714b5e2-f3a1-4f8b-a171-275e9b23a6cd\", \"cdcda46b-470e-4ad2-bd18-837694cedf47\"], \"total_duration\": 158.0, \"total_sessions\": 6, \"mean_week_duration\": 1.775}, \"57957\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-02-04 01:55:44.000000+00:00\", \"2022-06-20 02:01:53.000000+00:00\", \"2020-05-01 12:35:18.000000+00:00\", \"2019-09-16 01:02:48.000000+00:00\", \"2019-07-22 01:52:09.000000+00:00\"], \"session_ids\": [\"ba907824-5361-4d50-8493-9f1af17eb944\", \"87972163-7e4c-444c-a741-53354caa0c48\", \"01773f4b-c175-4065-9999-1a8c16e06209\", \"915b09a5-243c-41ad-bdda-d78cb002a087\", \"f4a09a46-2751-4fa9-a495-8ebb5863464d\"], \"total_duration\": 3161.0, \"total_sessions\": 5, \"mean_week_duration\": 17.96}, \"45747\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-31 16:50:16.000000+00:00\", \"2022-02-19 21:23:01.000000+00:00\", \"2020-06-06 08:09:30.000000+00:00\"], \"session_ids\": [\"77bdd058-989d-4e4d-a73c-012d08df278e\", \"5f9c56d1-9579-4dbc-baed-817fce678b4e\", \"95a1d4b3-b8d2-4ad1-9129-20264ccabdb8\"], \"total_duration\": 567.0, \"total_sessions\": 3, \"mean_week_duration\": 5.727}, \"56238\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-04-12 08:21:48.000000+00:00\", \"2022-12-07 23:07:26.000000+00:00\", \"2023-06-22 06:33:41.000000+00:00\", \"2022-06-30 19:56:14.000000+00:00\", \"2019-06-20 01:59:30.000000+00:00\", \"2020-07-04 03:14:33.000000+00:00\", \"2019-07-14 16:38:04.000000+00:00\", \"2022-07-03 14:09:00.000000+00:00\", \"2021-05-25 05:31:51.000000+00:00\"], \"session_ids\": [\"9fbb6207-c0d2-4953-baf8-ccdb8054e3e0\", \"f6696de1-3ec7-4b75-8f95-2216c92d6138\", \"ced25331-d253-4cff-8a15-047a34b05b5c\", \"33f58b97-772e-40b6-b03f-d590de40c687\", \"f31643c2-3d0c-4b33-8a91-080994e20442\", \"440085e4-8e5f-4bef-8979-305428357579\", \"92b19c89-d69f-46fa-84e5-3b2801c40b63\", \"eade81fd-3eb2-4933-86ed-fd36ba82faac\", \"6d7ceff6-2b17-4618-8535-3f29917d3993\"], \"total_duration\": 6142.0, \"total_sessions\": 9, \"mean_week_duration\": 29.388}, \"93543\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-01-17 22:42:02.000000+00:00\", \"2019-12-19 02:22:34.000000+00:00\", \"2021-12-29 23:25:47.000000+00:00\"], \"session_ids\": [\"843db78a-97c2-4500-acb7-5f58878042b9\", \"116d425c-b6fb-45dd-bec7-fb388613c752\", \"df3b5264-ab8f-4b6f-8305-edb4a7a02d2c\"], \"total_duration\": 270.0, \"total_sessions\": 3, \"mean_week_duration\": 2.547}, \"20699\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-07-19 17:08:46.000000+00:00\", \"2023-01-21 06:33:50.000000+00:00\"], \"session_ids\": [\"e38fcd5d-7917-4dcc-a1ff-7007392f7ae3\", \"0405026d-8cab-4c46-8cc6-6d64a49574d7\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"56238\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-04-12 08:21:48.000000+00:00\", \"2022-12-07 23:07:26.000000+00:00\", \"2023-06-22 06:33:41.000000+00:00\", \"2022-06-30 19:56:14.000000+00:00\", \"2019-06-20 01:59:30.000000+00:00\", \"2020-07-04 03:14:33.000000+00:00\", \"2019-07-14 16:38:04.000000+00:00\", \"2022-07-03 14:09:00.000000+00:00\", \"2021-05-25 05:31:51.000000+00:00\"], \"session_ids\": [\"9fbb6207-c0d2-4953-baf8-ccdb8054e3e0\", \"f6696de1-3ec7-4b75-8f95-2216c92d6138\", \"ced25331-d253-4cff-8a15-047a34b05b5c\", \"33f58b97-772e-40b6-b03f-d590de40c687\", \"f31643c2-3d0c-4b33-8a91-080994e20442\", \"440085e4-8e5f-4bef-8979-305428357579\", \"92b19c89-d69f-46fa-84e5-3b2801c40b63\", \"eade81fd-3eb2-4933-86ed-fd36ba82faac\", \"6d7ceff6-2b17-4618-8535-3f29917d3993\"], \"total_duration\": 6142.0, \"total_sessions\": 9, \"mean_week_duration\": 29.388}}, {\"57957\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-02-04 01:55:44.000000+00:00\", \"2022-06-20 02:01:53.000000+00:00\", \"2020-05-01 12:35:18.000000+00:00\", \"2019-09-16 01:02:48.000000+00:00\", \"2019-07-22 01:52:09.000000+00:00\"], \"session_ids\": [\"ba907824-5361-4d50-8493-9f1af17eb944\", \"87972163-7e4c-444c-a741-53354caa0c48\", \"01773f4b-c175-4065-9999-1a8c16e06209\", \"915b09a5-243c-41ad-bdda-d78cb002a087\", \"f4a09a46-2751-4fa9-a495-8ebb5863464d\"], \"total_duration\": 3161.0, \"total_sessions\": 5, \"mean_week_duration\": 17.96}}, {\"45747\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-31 16:50:16.000000+00:00\", \"2022-02-19 21:23:01.000000+00:00\", \"2020-06-06 08:09:30.000000+00:00\"], \"session_ids\": [\"77bdd058-989d-4e4d-a73c-012d08df278e\", \"5f9c56d1-9579-4dbc-baed-817fce678b4e\", \"95a1d4b3-b8d2-4ad1-9129-20264ccabdb8\"], \"total_duration\": 567.0, \"total_sessions\": 3, \"mean_week_duration\": 5.727}}, {\"88441\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-02-29 18:29:27.000000+00:00\", \"2019-02-25 16:57:41.000000+00:00\", \"2021-03-18 10:56:02.000000+00:00\"], \"session_ids\": [\"bdb6a92b-e447-45a2-8290-b758a2a78398\", \"6405b358-4d0b-4df8-ab76-af89d0a5d337\", \"c3f6272c-d8ee-4877-b552-05a741ea5fb6\"], \"total_duration\": 404.0, \"total_sessions\": 3, \"mean_week_duration\": 3.741}}, {\"93543\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-01-17 22:42:02.000000+00:00\", \"2019-12-19 02:22:34.000000+00:00\", \"2021-12-29 23:25:47.000000+00:00\"], \"session_ids\": [\"843db78a-97c2-4500-acb7-5f58878042b9\", \"116d425c-b6fb-45dd-bec7-fb388613c752\", \"df3b5264-ab8f-4b6f-8305-edb4a7a02d2c\"], \"total_duration\": 270.0, \"total_sessions\": 3, \"mean_week_duration\": 2.547}}, {\"79935\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Sydney\", \"datetimes\": [\"2019-11-28 05:22:11.000000+00:00\", \"2022-01-30 10:25:48.000000+00:00\"], \"session_ids\": [\"22d9163e-f4c1-4bad-adfe-cd14976c7ecd\", \"f1f2db08-a87b-42eb-8014-8c8e8f89d13e\"], \"total_duration\": 188.0, \"total_sessions\": 2, \"mean_week_duration\": 1.649}}, {\"91090\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-12-21 19:52:02.000000+00:00\", \"2021-06-16 01:41:25.000000+00:00\", \"2022-03-17 02:26:40.000000+00:00\", \"2022-08-08 09:11:52.000000+00:00\", \"2021-09-15 11:43:37.000000+00:00\", \"2020-11-27 12:43:16.000000+00:00\"], \"session_ids\": [\"1b409b2f-9e13-43f5-8959-3337c79207cd\", \"7606e3bf-f6ce-4549-9747-233d88176076\", \"cb0cdf06-1b44-4342-91e7-9f4cb14e1cff\", \"e91bf8f9-a80a-401e-9ae8-67d896937650\", \"1714b5e2-f3a1-4f8b-a171-275e9b23a6cd\", \"cdcda46b-470e-4ad2-bd18-837694cedf47\"], \"total_duration\": 158.0, \"total_sessions\": 6, \"mean_week_duration\": 1.775}}, {\"15164\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-07-31 23:27:26.000000+00:00\", \"2019-05-30 09:22:53.000000+00:00\"], \"session_ids\": [\"c3d76f56-ba34-4afa-9b98-0371db457240\", \"22271aed-e0e2-4a77-a0c1-dd6990c1127f\"], \"total_duration\": 124.0, \"total_sessions\": 2, \"mean_week_duration\": 13.778}}, {\"18888\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-04-29 06:30:14.000000+00:00\", \"2021-03-19 01:58:08.000000+00:00\"], \"session_ids\": [\"1be860bb-4dbf-4505-ac6e-afc047e00e33\", \"a6a965ed-47f5-4a57-81c9-1bd9a88e2735\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 1.759}}, {\"20699\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-07-19 17:08:46.000000+00:00\", \"2023-01-21 06:33:50.000000+00:00\"], \"session_ids\": [\"e38fcd5d-7917-4dcc-a1ff-7007392f7ae3\", \"0405026d-8cab-4c46-8cc6-6d64a49574d7\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"56238\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-04-12 08:21:48.000000+00:00\", \"2022-12-07 23:07:26.000000+00:00\", \"2023-06-22 06:33:41.000000+00:00\", \"2022-06-30 19:56:14.000000+00:00\", \"2019-06-20 01:59:30.000000+00:00\", \"2020-07-04 03:14:33.000000+00:00\", \"2019-07-14 16:38:04.000000+00:00\", \"2022-07-03 14:09:00.000000+00:00\", \"2021-05-25 05:31:51.000000+00:00\"], \"session_ids\": [\"9fbb6207-c0d2-4953-baf8-ccdb8054e3e0\", \"f6696de1-3ec7-4b75-8f95-2216c92d6138\", \"ced25331-d253-4cff-8a15-047a34b05b5c\", \"33f58b97-772e-40b6-b03f-d590de40c687\", \"f31643c2-3d0c-4b33-8a91-080994e20442\", \"440085e4-8e5f-4bef-8979-305428357579\", \"92b19c89-d69f-46fa-84e5-3b2801c40b63\", \"eade81fd-3eb2-4933-86ed-fd36ba82faac\", \"6d7ceff6-2b17-4618-8535-3f29917d3993\"], \"total_duration\": 6142.0, \"total_sessions\": 9, \"mean_week_duration\": 29.388}}, {\"57957\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-02-04 01:55:44.000000+00:00\", \"2022-06-20 02:01:53.000000+00:00\", \"2020-05-01 12:35:18.000000+00:00\", \"2019-09-16 01:02:48.000000+00:00\", \"2019-07-22 01:52:09.000000+00:00\"], \"session_ids\": [\"ba907824-5361-4d50-8493-9f1af17eb944\", \"87972163-7e4c-444c-a741-53354caa0c48\", \"01773f4b-c175-4065-9999-1a8c16e06209\", \"915b09a5-243c-41ad-bdda-d78cb002a087\", \"f4a09a46-2751-4fa9-a495-8ebb5863464d\"], \"total_duration\": 3161.0, \"total_sessions\": 5, \"mean_week_duration\": 17.96}}, {\"45747\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-31 16:50:16.000000+00:00\", \"2022-02-19 21:23:01.000000+00:00\", \"2020-06-06 08:09:30.000000+00:00\"], \"session_ids\": [\"77bdd058-989d-4e4d-a73c-012d08df278e\", \"5f9c56d1-9579-4dbc-baed-817fce678b4e\", \"95a1d4b3-b8d2-4ad1-9129-20264ccabdb8\"], \"total_duration\": 567.0, \"total_sessions\": 3, \"mean_week_duration\": 5.727}}]\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[{\"56238\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-04-12 08:21:48.000000+00:00\", \"2022-12-07 23:07:26.000000+00:00\", \"2023-06-22 06:33:41.000000+00:00\", \"2022-06-30 19:56:14.000000+00:00\", \"2019-06-20 01:59:30.000000+00:00\", \"2020-07-04 03:14:33.000000+00:00\", \"2019-07-14 16:38:04.000000+00:00\", \"2022-07-03 14:09:00.000000+00:00\", \"2021-05-25 05:31:51.000000+00:00\"], \"session_ids\": [\"9fbb6207-c0d2-4953-baf8-ccdb8054e3e0\", \"f6696de1-3ec7-4b75-8f95-2216c92d6138\", \"ced25331-d253-4cff-8a15-047a34b05b5c\", \"33f58b97-772e-40b6-b03f-d590de40c687\", \"f31643c2-3d0c-4b33-8a91-080994e20442\", \"440085e4-8e5f-4bef-8979-305428357579\", \"92b19c89-d69f-46fa-84e5-3b2801c40b63\", \"eade81fd-3eb2-4933-86ed-fd36ba82faac\", \"6d7ceff6-2b17-4618-8535-3f29917d3993\"], \"total_duration\": 6142.0, \"total_sessions\": 9, \"mean_week_duration\": 29.388}}, {\"57957\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-02-04 01:55:44.000000+00:00\", \"2022-06-20 02:01:53.000000+00:00\", \"2020-05-01 12:35:18.000000+00:00\", \"2019-09-16 01:02:48.000000+00:00\", \"2019-07-22 01:52:09.000000+00:00\"], \"session_ids\": [\"ba907824-5361-4d50-8493-9f1af17eb944\", \"87972163-7e4c-444c-a741-53354caa0c48\", \"01773f4b-c175-4065-9999-1a8c16e06209\", \"915b09a5-243c-41ad-bdda-d78cb002a087\", \"f4a09a46-2751-4fa9-a495-8ebb5863464d\"], \"total_duration\": 3161.0, \"total_sessions\": 5, \"mean_week_duration\": 17.96}}, {\"45747\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-31 16:50:16.000000+00:00\", \"2022-02-19 21:23:01.000000+00:00\", \"2020-06-06 08:09:30.000000+00:00\"], \"session_ids\": [\"77bdd058-989d-4e4d-a73c-012d08df278e\", \"5f9c56d1-9579-4dbc-baed-817fce678b4e\", \"95a1d4b3-b8d2-4ad1-9129-20264ccabdb8\"], \"total_duration\": 567.0, \"total_sessions\": 3, \"mean_week_duration\": 5.727}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Share insights on 7 users who live in cities San Pedro, Bogota, Reykjavik, Manila, Panama City + implement sorting by time spent on the site per week form the lowest to the highest."
}
] |
[
{
"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{\"86420\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-11-16 17:09:15.000000+00:00\", \"2022-08-23 16:50:20.000000+00:00\"], \"session_ids\": [\"2dc47a0a-fa5c-49b5-aefb-0f5b528da0fb\", \"67566290-757a-4348-8e47-251b75a9cc7b\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 0.538}, \"92359\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-11-24 05:50:56.000000+00:00\", \"2019-06-06 15:52:38.000000+00:00\"], \"session_ids\": [\"f88c2422-48ad-4026-bd5a-4e883902368b\", \"927d30ae-ac6c-4135-b2ac-591ead649655\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.39}, \"59852\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-02-10 04:54:11.000000+00:00\", \"2022-11-04 16:21:56.000000+00:00\", \"2021-09-25 02:11:24.000000+00:00\"], \"session_ids\": [\"940c6564-ee90-4625-a1aa-70d6eb4cafaa\", \"5ab82847-56cc-4209-9ab0-957a014c76fa\", \"21a4c15c-c39b-469d-bf43-25489949156e\"], \"total_duration\": 290.0, \"total_sessions\": 3, \"mean_week_duration\": 3.187}, \"50427\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-04-18 21:26:25.000000+00:00\", \"2020-02-29 13:15:52.000000+00:00\"], \"session_ids\": [\"447a2b3b-556b-4351-a6d4-1331f077579d\", \"6a9bf6a4-be64-4395-90d8-c587d12bb4a0\"], \"total_duration\": 473.0, \"total_sessions\": 2, \"mean_week_duration\": 10.283}, \"88099\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-01-30 13:04:41.000000+00:00\", \"2021-08-13 14:44:25.000000+00:00\", \"2022-02-03 18:21:05.000000+00:00\", \"2022-10-18 03:15:09.000000+00:00\", \"2022-01-02 07:39:34.000000+00:00\"], \"session_ids\": [\"e2ca49e0-467a-4b15-a56a-e9d1a5777e75\", \"614ef75f-e6ab-44f2-88b1-9953ee4a6a63\", \"576b01bd-f067-4c93-88bb-33d253cc0dd7\", \"e0a1fc35-1ae3-4c5b-adf2-7927f6d563ee\", \"563342e0-02b4-458d-a6a0-e66159f5d52d\"], \"total_duration\": 230.0, \"total_sessions\": 5, \"mean_week_duration\": 2.556}, \"86365\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-04-14 12:50:44.000000+00:00\", \"2021-05-28 18:55:19.000000+00:00\", \"2020-10-07 06:29:10.000000+00:00\", \"2023-04-29 16:50:27.000000+00:00\", \"2022-02-22 20:56:55.000000+00:00\", \"2019-10-07 10:56:58.000000+00:00\", \"2020-09-22 11:24:40.000000+00:00\", \"2022-12-18 10:13:14.000000+00:00\", \"2021-05-01 15:03:52.000000+00:00\"], \"session_ids\": [\"804ccf80-0d4d-48b8-ad60-a254b8548daa\", \"5977ace6-fde6-4ae0-aff0-1a433b29a044\", \"bb8207a6-9714-4c6a-b01d-af5aa5b78a71\", \"614979e3-4b2e-4a78-9c36-ae79d39f7397\", \"f4d441a7-c270-4769-a9a5-cffbd0471108\", \"55ce08d8-f5a5-4378-8b19-a5cc84df308a\", \"d737c918-3de4-4474-9ba6-2d95e7e5d5b7\", \"09fb8766-c7cc-4aae-a994-a566ef5c0b10\", \"7cda591d-7d16-4edf-bcc7-0b516d895be2\"], \"total_duration\": 337.0, \"total_sessions\": 9, \"mean_week_duration\": 1.812}, \"98938\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-06-17 13:29:20.000000+00:00\", \"2020-09-25 16:20:38.000000+00:00\"], \"session_ids\": [\"1d7f20b7-2fed-4392-8d88-425276d966b5\", \"4ee53012-31a5-4028-8525-6b40362c5086\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 1.035}, \"22348\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-12-13 19:38:33.000000+00:00\", \"2023-05-31 16:54:18.000000+00:00\", \"2022-01-31 05:13:42.000000+00:00\"], \"session_ids\": [\"bc6c4553-98e4-47ac-a8d0-8285eac27203\", \"471ce56c-11bc-42f9-b365-5ea45ad9e9b1\", \"42239385-b4bf-4538-a8b1-f39c09dd1e69\"], \"total_duration\": 26.0, \"total_sessions\": 3, \"mean_week_duration\": 0.202}, \"82739\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-07 21:25:04.000000+00:00\", \"2020-03-09 22:00:48.000000+00:00\", \"2019-08-21 05:43:36.000000+00:00\"], \"session_ids\": [\"74a21d63-31e7-46f1-ae73-cfc9b3a8d47d\", \"b496595f-74ff-4e14-87a0-91acdac825fe\", \"7d64b28e-4a00-4031-88ff-4063884cbac8\"], \"total_duration\": 69.0, \"total_sessions\": 3, \"mean_week_duration\": 0.645}, \"21098\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-01-02 23:40:12.000000+00:00\", \"2021-03-19 13:49:57.000000+00:00\", \"2020-06-19 19:52:43.000000+00:00\"], \"session_ids\": [\"160cd52e-198c-4986-bdde-43ec143ba305\", \"4d72ca39-8e5f-417d-a685-57529cb54d1c\", \"be3163df-4404-407c-9e21-25d2ecc80d08\"], \"total_duration\": 646.0, \"total_sessions\": 3, \"mean_week_duration\": 4.857}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are San Pedro, Bogota, Reykjavik, Manila, Panama City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"San Pedro\", \"Bogota\", \"Reykjavik\", \"Manila\", \"Panama City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"82739\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-07 21:25:04.000000+00:00\", \"2020-03-09 22:00:48.000000+00:00\", \"2019-08-21 05:43:36.000000+00:00\"], \"session_ids\": [\"74a21d63-31e7-46f1-ae73-cfc9b3a8d47d\", \"b496595f-74ff-4e14-87a0-91acdac825fe\", \"7d64b28e-4a00-4031-88ff-4063884cbac8\"], \"total_duration\": 69.0, \"total_sessions\": 3, \"mean_week_duration\": 0.645}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"82739\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-07 21:25:04.000000+00:00\", \"2020-03-09 22:00:48.000000+00:00\", \"2019-08-21 05:43:36.000000+00:00\"], \"session_ids\": [\"74a21d63-31e7-46f1-ae73-cfc9b3a8d47d\", \"b496595f-74ff-4e14-87a0-91acdac825fe\", \"7d64b28e-4a00-4031-88ff-4063884cbac8\"], \"total_duration\": 69.0, \"total_sessions\": 3, \"mean_week_duration\": 0.645}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 7 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"82739\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-07 21:25:04.000000+00:00\", \"2020-03-09 22:00:48.000000+00:00\", \"2019-08-21 05:43:36.000000+00:00\"], \"session_ids\": [\"74a21d63-31e7-46f1-ae73-cfc9b3a8d47d\", \"b496595f-74ff-4e14-87a0-91acdac825fe\", \"7d64b28e-4a00-4031-88ff-4063884cbac8\"], \"total_duration\": 69.0, \"total_sessions\": 3, \"mean_week_duration\": 0.645}}]\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[{\"82739\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-07 21:25:04.000000+00:00\", \"2020-03-09 22:00:48.000000+00:00\", \"2019-08-21 05:43:36.000000+00:00\"], \"session_ids\": [\"74a21d63-31e7-46f1-ae73-cfc9b3a8d47d\", \"b496595f-74ff-4e14-87a0-91acdac825fe\", \"7d64b28e-4a00-4031-88ff-4063884cbac8\"], \"total_duration\": 69.0, \"total_sessions\": 3, \"mean_week_duration\": 0.645}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about user whose overall sessions count is less than 4 and greater than 7 also carry out sorting by town title decliningly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"61393\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-03-08 07:33:16.000000+00:00\", \"2019-11-13 01:44:38.000000+00:00\", \"2021-04-17 19:17:24.000000+00:00\", \"2021-02-09 04:14:32.000000+00:00\"], \"session_ids\": [\"564c41e5-6380-4825-80ee-33d70f943450\", \"cceb7e1e-6773-44b3-bdfd-42e94906ca05\", \"ecb15c30-f91d-4e52-a503-17d650ededfc\", \"7819099a-7a2d-43d8-9999-84fc8ecf6f4f\"], \"total_duration\": 1390.0, \"total_sessions\": 4, \"mean_week_duration\": 18.533}, \"43683\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-06-23 23:43:04.000000+00:00\", \"2019-09-24 01:08:02.000000+00:00\", \"2022-03-19 03:54:27.000000+00:00\", \"2023-06-11 17:48:40.000000+00:00\"], \"session_ids\": [\"50541f4e-1249-48fa-acff-c7a0c43338ec\", \"6ec4e574-6a11-4af2-964e-d47a061fe6db\", \"960ac16a-b0f6-4b4b-87a5-5053fc2b1c7f\", \"aa67a032-1645-42ee-9139-762a0b445054\"], \"total_duration\": 131.0, \"total_sessions\": 4, \"mean_week_duration\": 0.675}, \"34886\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-02-09 06:41:30.000000+00:00\", \"2022-10-17 07:57:55.000000+00:00\", \"2020-01-27 19:25:55.000000+00:00\"], \"session_ids\": [\"a2d154fd-1bf1-4dd1-b7b9-c7bcff765426\", \"e367c735-2513-4e67-9505-d96c869fd026\", \"b095881c-d5fe-44b0-bf13-3f2d8328fae8\"], \"total_duration\": 834.0, \"total_sessions\": 3, \"mean_week_duration\": 5.873}, \"91499\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-03-06 02:02:36.000000+00:00\", \"2021-10-02 10:25:28.000000+00:00\", \"2023-05-10 17:46:32.000000+00:00\", \"2019-12-26 14:42:20.000000+00:00\", \"2022-07-05 07:59:57.000000+00:00\"], \"session_ids\": [\"a029dfcf-86ae-4128-a755-fc5f82d26915\", \"8cb32264-3547-4cce-82a2-384e3eb0f168\", \"3ce45bf2-6292-4e8a-bdc3-f867086e5657\", \"d598bab2-377d-4395-9355-962cf7c96fad\", \"f59622fe-7b6a-4bbb-bff0-89f41028c090\"], \"total_duration\": 2106.0, \"total_sessions\": 5, \"mean_week_duration\": 9.661}, \"84911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-08-28 23:59:22.000000+00:00\", \"2021-02-12 06:07:45.000000+00:00\"], \"session_ids\": [\"2cfa711b-2ab5-4986-b350-810d63c94bb0\", \"8c6b9d10-d30e-47b9-a910-0e9c788b3bd4\"], \"total_duration\": 261.0, \"total_sessions\": 2, \"mean_week_duration\": 10.875}, \"98416\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-07-10 19:12:34.000000+00:00\", \"2022-06-10 20:19:50.000000+00:00\"], \"session_ids\": [\"a809b8fd-cd5e-4566-97b7-c096e8d5a6ca\", \"bc4bcaec-d152-4436-b315-d5aab05fffa3\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 1.771}, \"6448\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-12-13 19:02:26.000000+00:00\", \"2020-11-27 16:52:29.000000+00:00\"], \"session_ids\": [\"bbacb383-9383-4c9d-a505-03e7b818aca4\", \"cf8a7939-b164-4fc7-8993-61100014d3d4\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 28.667}, \"82203\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-01 15:03:25.000000+00:00\", \"2022-12-07 00:29:25.000000+00:00\"], \"session_ids\": [\"9f40936c-b5d8-4da5-b5ce-4d3a2e4f9cff\", \"5a8f4c58-5541-436a-83e6-f66238202e46\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 0.788}, \"8476\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-01-24 09:22:29.000000+00:00\", \"2020-02-07 04:09:54.000000+00:00\", \"2021-12-31 06:58:38.000000+00:00\", \"2020-05-05 13:39:14.000000+00:00\", \"2022-05-27 13:01:25.000000+00:00\", \"2020-01-30 22:53:00.000000+00:00\", \"2020-07-04 06:06:25.000000+00:00\", \"2019-10-10 03:15:01.000000+00:00\", \"2022-07-12 04:15:57.000000+00:00\", \"2021-03-17 23:12:54.000000+00:00\", \"2020-06-12 11:00:08.000000+00:00\"], \"session_ids\": [\"74731207-37d1-4b26-a11c-afd02fd9e579\", \"87ec0055-4601-4798-994f-fea4599d68c9\", \"9aa72f0b-0bc2-492e-889e-4d1be2b29691\", \"123fd587-3fd3-4ca1-abcf-68a7d4c9dc34\", \"c4f3d8c6-6b52-4c9d-b358-934222fb37a1\", \"e6e94e7a-888d-428a-af56-133fadef3338\", \"c8c0cae6-53e6-4c89-9511-4f99c5cff392\", \"25ea75b2-48fd-4d47-86a6-98d17ef307ec\", \"bad520e4-2c9f-4f3e-88f6-6577c9524ed3\", \"0225b187-3016-4455-835b-1135d0b533c2\", \"a4a18f5c-e65e-441a-970e-f06235f7050a\"], \"total_duration\": 9306.0, \"total_sessions\": 11, \"mean_week_duration\": 64.625}, \"38783\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2019-02-14 20:59:55.000000+00:00\", \"2020-09-14 05:25:44.000000+00:00\"], \"session_ids\": [\"60a07ce4-dbb1-4f8e-8a20-07bd3e5a9c7e\", \"2be037e0-dcbb-492b-839a-ff2c1301f010\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 0.795}}\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 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\": [[4, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"61393\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-03-08 07:33:16.000000+00:00\", \"2019-11-13 01:44:38.000000+00:00\", \"2021-04-17 19:17:24.000000+00:00\", \"2021-02-09 04:14:32.000000+00:00\"], \"session_ids\": [\"564c41e5-6380-4825-80ee-33d70f943450\", \"cceb7e1e-6773-44b3-bdfd-42e94906ca05\", \"ecb15c30-f91d-4e52-a503-17d650ededfc\", \"7819099a-7a2d-43d8-9999-84fc8ecf6f4f\"], \"total_duration\": 1390.0, \"total_sessions\": 4, \"mean_week_duration\": 18.533}, \"43683\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-06-23 23:43:04.000000+00:00\", \"2019-09-24 01:08:02.000000+00:00\", \"2022-03-19 03:54:27.000000+00:00\", \"2023-06-11 17:48:40.000000+00:00\"], \"session_ids\": [\"50541f4e-1249-48fa-acff-c7a0c43338ec\", \"6ec4e574-6a11-4af2-964e-d47a061fe6db\", \"960ac16a-b0f6-4b4b-87a5-5053fc2b1c7f\", \"aa67a032-1645-42ee-9139-762a0b445054\"], \"total_duration\": 131.0, \"total_sessions\": 4, \"mean_week_duration\": 0.675}, \"34886\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-02-09 06:41:30.000000+00:00\", \"2022-10-17 07:57:55.000000+00:00\", \"2020-01-27 19:25:55.000000+00:00\"], \"session_ids\": [\"a2d154fd-1bf1-4dd1-b7b9-c7bcff765426\", \"e367c735-2513-4e67-9505-d96c869fd026\", \"b095881c-d5fe-44b0-bf13-3f2d8328fae8\"], \"total_duration\": 834.0, \"total_sessions\": 3, \"mean_week_duration\": 5.873}, \"84911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-08-28 23:59:22.000000+00:00\", \"2021-02-12 06:07:45.000000+00:00\"], \"session_ids\": [\"2cfa711b-2ab5-4986-b350-810d63c94bb0\", \"8c6b9d10-d30e-47b9-a910-0e9c788b3bd4\"], \"total_duration\": 261.0, \"total_sessions\": 2, \"mean_week_duration\": 10.875}, \"98416\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-07-10 19:12:34.000000+00:00\", \"2022-06-10 20:19:50.000000+00:00\"], \"session_ids\": [\"a809b8fd-cd5e-4566-97b7-c096e8d5a6ca\", \"bc4bcaec-d152-4436-b315-d5aab05fffa3\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 1.771}, \"6448\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-12-13 19:02:26.000000+00:00\", \"2020-11-27 16:52:29.000000+00:00\"], \"session_ids\": [\"bbacb383-9383-4c9d-a505-03e7b818aca4\", \"cf8a7939-b164-4fc7-8993-61100014d3d4\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 28.667}, \"82203\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-01 15:03:25.000000+00:00\", \"2022-12-07 00:29:25.000000+00:00\"], \"session_ids\": [\"9f40936c-b5d8-4da5-b5ce-4d3a2e4f9cff\", \"5a8f4c58-5541-436a-83e6-f66238202e46\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 0.788}, \"38783\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2019-02-14 20:59:55.000000+00:00\", \"2020-09-14 05:25:44.000000+00:00\"], \"session_ids\": [\"60a07ce4-dbb1-4f8e-8a20-07bd3e5a9c7e\", \"2be037e0-dcbb-492b-839a-ff2c1301f010\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 0.795}, \"8476\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-01-24 09:22:29.000000+00:00\", \"2020-02-07 04:09:54.000000+00:00\", \"2021-12-31 06:58:38.000000+00:00\", \"2020-05-05 13:39:14.000000+00:00\", \"2022-05-27 13:01:25.000000+00:00\", \"2020-01-30 22:53:00.000000+00:00\", \"2020-07-04 06:06:25.000000+00:00\", \"2019-10-10 03:15:01.000000+00:00\", \"2022-07-12 04:15:57.000000+00:00\", \"2021-03-17 23:12:54.000000+00:00\", \"2020-06-12 11:00:08.000000+00:00\"], \"session_ids\": [\"74731207-37d1-4b26-a11c-afd02fd9e579\", \"87ec0055-4601-4798-994f-fea4599d68c9\", \"9aa72f0b-0bc2-492e-889e-4d1be2b29691\", \"123fd587-3fd3-4ca1-abcf-68a7d4c9dc34\", \"c4f3d8c6-6b52-4c9d-b358-934222fb37a1\", \"e6e94e7a-888d-428a-af56-133fadef3338\", \"c8c0cae6-53e6-4c89-9511-4f99c5cff392\", \"25ea75b2-48fd-4d47-86a6-98d17ef307ec\", \"bad520e4-2c9f-4f3e-88f6-6577c9524ed3\", \"0225b187-3016-4455-835b-1135d0b533c2\", \"a4a18f5c-e65e-441a-970e-f06235f7050a\"], \"total_duration\": 9306.0, \"total_sessions\": 11, \"mean_week_duration\": 64.625}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"84911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-08-28 23:59:22.000000+00:00\", \"2021-02-12 06:07:45.000000+00:00\"], \"session_ids\": [\"2cfa711b-2ab5-4986-b350-810d63c94bb0\", \"8c6b9d10-d30e-47b9-a910-0e9c788b3bd4\"], \"total_duration\": 261.0, \"total_sessions\": 2, \"mean_week_duration\": 10.875}}, {\"43683\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-06-23 23:43:04.000000+00:00\", \"2019-09-24 01:08:02.000000+00:00\", \"2022-03-19 03:54:27.000000+00:00\", \"2023-06-11 17:48:40.000000+00:00\"], \"session_ids\": [\"50541f4e-1249-48fa-acff-c7a0c43338ec\", \"6ec4e574-6a11-4af2-964e-d47a061fe6db\", \"960ac16a-b0f6-4b4b-87a5-5053fc2b1c7f\", \"aa67a032-1645-42ee-9139-762a0b445054\"], \"total_duration\": 131.0, \"total_sessions\": 4, \"mean_week_duration\": 0.675}}, {\"98416\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-07-10 19:12:34.000000+00:00\", \"2022-06-10 20:19:50.000000+00:00\"], \"session_ids\": [\"a809b8fd-cd5e-4566-97b7-c096e8d5a6ca\", \"bc4bcaec-d152-4436-b315-d5aab05fffa3\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 1.771}}, {\"61393\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-03-08 07:33:16.000000+00:00\", \"2019-11-13 01:44:38.000000+00:00\", \"2021-04-17 19:17:24.000000+00:00\", \"2021-02-09 04:14:32.000000+00:00\"], \"session_ids\": [\"564c41e5-6380-4825-80ee-33d70f943450\", \"cceb7e1e-6773-44b3-bdfd-42e94906ca05\", \"ecb15c30-f91d-4e52-a503-17d650ededfc\", \"7819099a-7a2d-43d8-9999-84fc8ecf6f4f\"], \"total_duration\": 1390.0, \"total_sessions\": 4, \"mean_week_duration\": 18.533}}, {\"34886\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-02-09 06:41:30.000000+00:00\", \"2022-10-17 07:57:55.000000+00:00\", \"2020-01-27 19:25:55.000000+00:00\"], \"session_ids\": [\"a2d154fd-1bf1-4dd1-b7b9-c7bcff765426\", \"e367c735-2513-4e67-9505-d96c869fd026\", \"b095881c-d5fe-44b0-bf13-3f2d8328fae8\"], \"total_duration\": 834.0, \"total_sessions\": 3, \"mean_week_duration\": 5.873}}, {\"6448\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-12-13 19:02:26.000000+00:00\", \"2020-11-27 16:52:29.000000+00:00\"], \"session_ids\": [\"bbacb383-9383-4c9d-a505-03e7b818aca4\", \"cf8a7939-b164-4fc7-8993-61100014d3d4\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 28.667}}, {\"38783\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2019-02-14 20:59:55.000000+00:00\", \"2020-09-14 05:25:44.000000+00:00\"], \"session_ids\": [\"60a07ce4-dbb1-4f8e-8a20-07bd3e5a9c7e\", \"2be037e0-dcbb-492b-839a-ff2c1301f010\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 0.795}}, {\"8476\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-01-24 09:22:29.000000+00:00\", \"2020-02-07 04:09:54.000000+00:00\", \"2021-12-31 06:58:38.000000+00:00\", \"2020-05-05 13:39:14.000000+00:00\", \"2022-05-27 13:01:25.000000+00:00\", \"2020-01-30 22:53:00.000000+00:00\", \"2020-07-04 06:06:25.000000+00:00\", \"2019-10-10 03:15:01.000000+00:00\", \"2022-07-12 04:15:57.000000+00:00\", \"2021-03-17 23:12:54.000000+00:00\", \"2020-06-12 11:00:08.000000+00:00\"], \"session_ids\": [\"74731207-37d1-4b26-a11c-afd02fd9e579\", \"87ec0055-4601-4798-994f-fea4599d68c9\", \"9aa72f0b-0bc2-492e-889e-4d1be2b29691\", \"123fd587-3fd3-4ca1-abcf-68a7d4c9dc34\", \"c4f3d8c6-6b52-4c9d-b358-934222fb37a1\", \"e6e94e7a-888d-428a-af56-133fadef3338\", \"c8c0cae6-53e6-4c89-9511-4f99c5cff392\", \"25ea75b2-48fd-4d47-86a6-98d17ef307ec\", \"bad520e4-2c9f-4f3e-88f6-6577c9524ed3\", \"0225b187-3016-4455-835b-1135d0b533c2\", \"a4a18f5c-e65e-441a-970e-f06235f7050a\"], \"total_duration\": 9306.0, \"total_sessions\": 11, \"mean_week_duration\": 64.625}}, {\"82203\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-01 15:03:25.000000+00:00\", \"2022-12-07 00:29:25.000000+00:00\"], \"session_ids\": [\"9f40936c-b5d8-4da5-b5ce-4d3a2e4f9cff\", \"5a8f4c58-5541-436a-83e6-f66238202e46\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 0.788}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 1 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"84911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-08-28 23:59:22.000000+00:00\", \"2021-02-12 06:07:45.000000+00:00\"], \"session_ids\": [\"2cfa711b-2ab5-4986-b350-810d63c94bb0\", \"8c6b9d10-d30e-47b9-a910-0e9c788b3bd4\"], \"total_duration\": 261.0, \"total_sessions\": 2, \"mean_week_duration\": 10.875}}]\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[{\"84911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-08-28 23:59:22.000000+00:00\", \"2021-02-12 06:07:45.000000+00:00\"], \"session_ids\": [\"2cfa711b-2ab5-4986-b350-810d63c94bb0\", \"8c6b9d10-d30e-47b9-a910-0e9c788b3bd4\"], \"total_duration\": 261.0, \"total_sessions\": 2, \"mean_week_duration\": 10.875}}]\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 6 users who have median of duration of sessions per week greater than 15 and in addition implement sorting by time using the app risingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"30899\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-04-06 05:39:29.000000+00:00\", \"2021-02-24 02:35:27.000000+00:00\", \"2022-04-17 23:52:32.000000+00:00\", \"2022-03-27 00:50:25.000000+00:00\"], \"session_ids\": [\"7a5f26fb-e315-4c85-9bc8-f01e114bae4d\", \"bb028c47-6e9e-4479-9d2f-e8e565ed3e54\", \"1cfdb2ae-fe8b-4856-9fb9-5df51d629fae\", \"ba1495a2-fd05-4b64-bad2-6e64397fa12a\"], \"total_duration\": 1553.0, \"total_sessions\": 4, \"mean_week_duration\": 9.767}, \"41838\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-10-03 18:37:39.000000+00:00\", \"2022-06-27 21:22:27.000000+00:00\", \"2021-02-25 04:52:22.000000+00:00\", \"2021-09-13 06:07:06.000000+00:00\"], \"session_ids\": [\"504771bc-e3be-4617-88c9-4763a84de07b\", \"a655694f-370b-40dd-813f-7dd241bb7545\", \"ceaaf2ca-dad4-44d7-9206-5aa45c1cccfd\", \"1baa3891-4b16-484f-afd3-761cd660e29f\"], \"total_duration\": 108.0, \"total_sessions\": 4, \"mean_week_duration\": 0.755}, \"23594\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-11-30 15:50:43.000000+00:00\", \"2023-05-18 12:29:59.000000+00:00\"], \"session_ids\": [\"be22e665-4ed5-46bc-8e99-ea5887091fcb\", \"c535ef94-d10f-4276-870c-a6b2f3df33f6\"], \"total_duration\": 157.0, \"total_sessions\": 2, \"mean_week_duration\": 1.217}, \"48494\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2019-11-28 11:39:14.000000+00:00\", \"2022-10-12 06:13:27.000000+00:00\", \"2020-06-26 14:56:07.000000+00:00\", \"2022-03-30 20:43:52.000000+00:00\"], \"session_ids\": [\"a26c8685-46d2-4720-8ae1-81a71b013540\", \"b09be47a-2bbf-44b7-be04-36e970de9b15\", \"a2c9baae-faa2-42bc-b42f-ca98184354bc\", \"a8d469f9-dfb3-443c-95f7-2b11fdaa60af\"], \"total_duration\": 155.0, \"total_sessions\": 4, \"mean_week_duration\": 1.033}, \"90789\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-06-19 23:36:17.000000+00:00\", \"2020-12-18 09:39:19.000000+00:00\", \"2020-08-31 12:40:51.000000+00:00\"], \"session_ids\": [\"da25e173-bf3a-4ca8-8740-cfde97f52453\", \"6d30e309-719c-4f2d-a930-e2825cb324ba\", \"d0d32734-138b-4ef0-9a9f-5b956cb3d30d\"], \"total_duration\": 21.0, \"total_sessions\": 3, \"mean_week_duration\": 0.223}, \"41659\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2020-10-10 18:00:03.000000+00:00\", \"2019-06-06 16:21:57.000000+00:00\"], \"session_ids\": [\"5455df31-0895-47fe-a32f-4360741e7609\", \"17e7e0bb-d01b-4427-a775-d25f5cf6c387\"], \"total_duration\": 328.0, \"total_sessions\": 2, \"mean_week_duration\": 4.62}, \"62205\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-09-05 17:53:49.000000+00:00\", \"2021-11-23 16:21:05.000000+00:00\", \"2019-06-02 15:16:47.000000+00:00\", \"2022-02-27 15:43:25.000000+00:00\", \"2022-08-22 02:07:25.000000+00:00\", \"2019-07-05 22:49:51.000000+00:00\"], \"session_ids\": [\"b72a0339-ddfe-44ff-bae9-8377083eefc8\", \"97a33ae6-41f3-4680-b617-307af6e857f3\", \"fc8c2139-ff3d-41cb-a51e-ef4c91e9bf88\", \"c1fb295d-8695-4867-a11d-574ecf105509\", \"3209284f-af36-4c0c-92b5-0da838e970b0\", \"f40858d4-4652-49b7-82ff-544df5d33018\"], \"total_duration\": 1145.0, \"total_sessions\": 6, \"mean_week_duration\": 6.696}, \"32693\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-11-19 15:56:45.000000+00:00\", \"2023-02-12 04:30:27.000000+00:00\"], \"session_ids\": [\"619ce397-3769-4997-a0fe-1b44d48182e5\", \"4e251b45-a9e1-469b-bff8-c56010cc8ce2\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 1.222}, \"90714\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-19 18:17:11.000000+00:00\", \"2019-11-26 11:28:52.000000+00:00\", \"2020-01-29 02:13:52.000000+00:00\"], \"session_ids\": [\"2451a6e2-5849-444d-8c75-ce09ddd42a46\", \"f232afa8-3688-4dad-8417-36c0848bd214\", \"44c16954-bf44-48f2-b8ce-24c329ab0744\"], \"total_duration\": 646.0, \"total_sessions\": 3, \"mean_week_duration\": 3.629}, \"25789\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-21 20:50:08.000000+00:00\", \"2020-04-04 13:34:51.000000+00:00\"], \"session_ids\": [\"8448a1b1-fe01-465c-8855-724bab5db3f2\", \"6523440a-6270-44a6-a788-8181ba2e6f0f\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 19.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or greater than 15"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\"]]}, \"all_values\": {\"mean_week_duration\": [[15, 29]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"25789\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-21 20:50:08.000000+00:00\", \"2020-04-04 13:34:51.000000+00:00\"], \"session_ids\": [\"8448a1b1-fe01-465c-8855-724bab5db3f2\", \"6523440a-6270-44a6-a788-8181ba2e6f0f\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 19.5}}\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[{\"25789\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-21 20:50:08.000000+00:00\", \"2020-04-04 13:34:51.000000+00:00\"], \"session_ids\": [\"8448a1b1-fe01-465c-8855-724bab5db3f2\", \"6523440a-6270-44a6-a788-8181ba2e6f0f\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 19.5}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 6 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"25789\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-21 20:50:08.000000+00:00\", \"2020-04-04 13:34:51.000000+00:00\"], \"session_ids\": [\"8448a1b1-fe01-465c-8855-724bab5db3f2\", \"6523440a-6270-44a6-a788-8181ba2e6f0f\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 19.5}}]\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[{\"25789\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-21 20:50:08.000000+00:00\", \"2020-04-04 13:34:51.000000+00:00\"], \"session_ids\": [\"8448a1b1-fe01-465c-8855-724bab5db3f2\", \"6523440a-6270-44a6-a788-8181ba2e6f0f\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 19.5}}]\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 whose duration total is same as 1835 also perform sorting by time spent on the site per week form the highest value to the lowest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"56901\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-25 18:42:35.000000+00:00\", \"2023-06-14 11:23:31.000000+00:00\", \"2022-09-28 09:31:05.000000+00:00\", \"2022-06-24 07:34:08.000000+00:00\"], \"session_ids\": [\"55fff6a6-3841-48fe-8013-70f62d769c6b\", \"4f8ab034-6a19-4429-8a90-76fcda5d127b\", \"eab0eff0-a263-469e-bd20-98e511629614\", \"e31d9c04-282b-4981-96d5-f4943d70af0f\"], \"total_duration\": 1939.0, \"total_sessions\": 4, \"mean_week_duration\": 10.205}, \"32726\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-10-24 06:07:54.000000+00:00\", \"2021-07-02 10:27:48.000000+00:00\", \"2019-08-08 20:51:21.000000+00:00\", \"2021-05-22 20:33:38.000000+00:00\", \"2019-05-06 04:16:07.000000+00:00\", \"2021-09-07 13:47:08.000000+00:00\", \"2021-05-03 13:57:15.000000+00:00\"], \"session_ids\": [\"3521cca3-45ad-406a-9b9d-da7b226fcd4e\", \"b77c2e52-f6d4-4306-9973-6ca1155f6fa5\", \"d8b908bf-4e51-46a5-82ca-b4c3b8814a19\", \"eea60f2b-6156-40af-b2a7-ba5fcda9be70\", \"c3c0064c-a975-4e98-871b-a0a2c6046862\", \"4b1e1bd1-7610-4aca-84b6-4adc78d321ba\", \"d3dea3eb-b08e-4cfa-947f-270fdab1f2a2\"], \"total_duration\": 107.0, \"total_sessions\": 7, \"mean_week_duration\": 0.829}, \"58487\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2023-06-16 12:25:55.000000+00:00\", \"2022-06-12 22:29:46.000000+00:00\", \"2022-06-06 20:59:03.000000+00:00\"], \"session_ids\": [\"97bd6190-2e20-4bb5-92ee-97aa69c22cd0\", \"cb971a54-7688-4b53-a9e9-9edc0215937a\", \"3253ca98-3b32-4124-a549-d9adb7d26dd5\"], \"total_duration\": 32.0, \"total_sessions\": 3, \"mean_week_duration\": 0.593}, \"55138\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-04-10 13:10:47.000000+00:00\", \"2019-03-25 10:32:09.000000+00:00\", \"2019-11-09 22:21:17.000000+00:00\", \"2023-04-20 15:14:23.000000+00:00\", \"2022-10-10 03:19:13.000000+00:00\", \"2021-09-05 16:25:14.000000+00:00\"], \"session_ids\": [\"57bf18aa-0a17-4087-ba4c-ac4c3c6e63a1\", \"4e1bf64d-b3ef-4bf6-b9a2-3b5dc9d3d5c4\", \"8e02c8ba-89f3-4d8c-b68b-3c20fa428b9b\", \"d37e143c-c7fa-44b9-8ce0-59064523783c\", \"84f35262-2dc8-40dd-bdc4-3da290b4afab\", \"19e63efc-ae6d-4be6-a17b-e914ddca6eb5\"], \"total_duration\": 204.0, \"total_sessions\": 6, \"mean_week_duration\": 0.958}, \"54294\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-08-29 12:47:05.000000+00:00\", \"2019-07-12 16:29:23.000000+00:00\", \"2019-09-26 14:55:32.000000+00:00\", \"2022-10-09 13:06:19.000000+00:00\"], \"session_ids\": [\"974fc9b5-80a8-488e-854b-3370cb69455e\", \"dcbcabc0-e605-44fb-8297-1336fe2b9777\", \"20f722ef-caf4-4a10-8745-78e04c2d3bb6\", \"9ceddee3-92cb-4d90-b35c-4483e12d4d40\"], \"total_duration\": 135.0, \"total_sessions\": 4, \"mean_week_duration\": 0.794}, \"38070\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-14 21:24:43.000000+00:00\", \"2023-04-17 07:49:54.000000+00:00\", \"2021-07-27 07:12:24.000000+00:00\", \"2021-11-09 07:22:54.000000+00:00\", \"2023-04-19 12:49:04.000000+00:00\", \"2020-12-31 05:45:34.000000+00:00\"], \"session_ids\": [\"b45dd162-554c-44b3-8576-1022475b1f11\", \"ef3a34ef-f154-4ca9-9235-89c975f99715\", \"f23d0608-d5e0-4f4b-9f60-07ead207b6da\", \"8f12531e-fa67-4acb-8749-5d2946f1c243\", \"d748d4f5-6fe0-466e-bb44-11431a849194\", \"18799cdd-3535-4c67-8905-ace0b8c516cd\"], \"total_duration\": 2524.0, \"total_sessions\": 6, \"mean_week_duration\": 15.58}, \"79741\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-06-26 15:54:05.000000+00:00\", \"2020-06-29 18:08:52.000000+00:00\", \"2021-06-04 01:00:27.000000+00:00\"], \"session_ids\": [\"324c64ad-e78b-4419-b9e5-67cdbcee8ae2\", \"ede7776d-7f59-41e9-b20f-e02215fbc281\", \"af38d05a-d049-4750-8d84-f412f2bbca01\"], \"total_duration\": 416.0, \"total_sessions\": 3, \"mean_week_duration\": 8.0}, \"36992\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-25 23:47:47.000000+00:00\", \"2019-07-13 16:21:58.000000+00:00\", \"2021-01-03 14:17:23.000000+00:00\"], \"session_ids\": [\"28526b42-cba9-4d54-ab8d-3ee90c9b5442\", \"e4af9f4b-8733-4ce7-a92a-3b678db55490\", \"27813b97-12de-4f93-add6-075a71bf8709\"], \"total_duration\": 179.0, \"total_sessions\": 3, \"mean_week_duration\": 2.325}, \"53235\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-11-29 01:35:22.000000+00:00\", \"2023-03-14 15:21:15.000000+00:00\"], \"session_ids\": [\"54dcea58-06e8-45e0-9bac-7ca7371a3d5f\", \"d31819ca-edf2-4fcd-98d2-c0137f38d00b\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 0.849}, \"97751\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-02-14 19:27:01.000000+00:00\", \"2019-03-21 04:56:33.000000+00:00\", \"2021-07-26 01:15:27.000000+00:00\"], \"session_ids\": [\"f2c9f5ea-aa29-436d-91a4-52556c86efc9\", \"f826b779-97a8-492d-8e05-f421e59ded90\", \"9ed7a639-64bc-488f-9d11-5caa415e64a9\"], \"total_duration\": 359.0, \"total_sessions\": 3, \"mean_week_duration\": 1.76}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are 1835"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"==\"]]}, \"all_values\": {\"total_duration\": [[1835, 3465]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about user with a total duration that is above 3710 and below 1135, exclusively 1135 additionaly implement sorting by town title in desc additionaly provide me only with 2 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"33021\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-09-22 00:29:35.000000+00:00\", \"2022-10-10 08:09:26.000000+00:00\"], \"session_ids\": [\"85b8302f-e03f-4446-b86b-0552f8ba3ba2\", \"2a21f2cb-ce7a-4f1a-a0e2-7a229f33add9\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.159}, \"17951\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-12-30 14:59:00.000000+00:00\", \"2019-07-04 18:37:09.000000+00:00\"], \"session_ids\": [\"5208bda9-efeb-4714-9606-eb5c95e5de9c\", \"71287222-ae41-40c9-9e77-91e0cc3d35ef\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.253}, \"88251\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-08-10 21:16:42.000000+00:00\", \"2019-02-17 19:29:53.000000+00:00\"], \"session_ids\": [\"8ff33bed-e551-4d6c-942d-521a86f37bab\", \"7ca6a403-2627-4652-a97b-5a7247c1fecf\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 4.68}, \"9747\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-06-24 19:42:11.000000+00:00\", \"2019-07-07 05:38:24.000000+00:00\", \"2023-06-23 17:41:22.000000+00:00\"], \"session_ids\": [\"4e59dbe1-bfc2-42fe-b37c-8c950ceaaf2d\", \"649f460b-0ddb-4cd2-aea2-459a4146163e\", \"dcfd7cca-4f38-448c-8773-cc9ed23d1ea4\"], \"total_duration\": 113.0, \"total_sessions\": 3, \"mean_week_duration\": 0.541}, \"41668\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-11-05 06:57:47.000000+00:00\", \"2020-07-10 12:03:29.000000+00:00\", \"2022-08-28 08:19:01.000000+00:00\", \"2023-01-28 08:00:59.000000+00:00\", \"2021-10-25 01:14:25.000000+00:00\", \"2020-02-20 08:26:34.000000+00:00\"], \"session_ids\": [\"bcfa63a4-cdd6-4dc2-afac-5c43a5a5e333\", \"311d9360-0caa-4ac3-9f92-8dd0f57ef3e5\", \"d4c8e536-23bb-4913-afdb-f187cf2d1b8f\", \"c3e81bb7-6a0f-4680-b47c-793af3816f3c\", \"fd4eb962-e08f-4fd6-872a-65dc7ae1684d\", \"86fe2676-a811-43d0-ba6b-91352435aec4\"], \"total_duration\": 3454.0, \"total_sessions\": 6, \"mean_week_duration\": 20.438}, \"5562\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-09-20 08:28:46.000000+00:00\", \"2019-08-09 17:01:36.000000+00:00\"], \"session_ids\": [\"8a4d59a7-d075-4df2-9808-ae01a21ab297\", \"90f0041f-cf11-41b1-9dcc-76ca610bb3ef\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.797}, \"44982\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-11-01 19:11:05.000000+00:00\", \"2023-04-05 00:10:46.000000+00:00\", \"2023-05-07 21:47:09.000000+00:00\", \"2019-11-09 17:18:56.000000+00:00\", \"2022-07-07 17:19:28.000000+00:00\", \"2023-01-12 04:51:28.000000+00:00\"], \"session_ids\": [\"3f784203-da2a-40e5-82d6-1345c0efd4a2\", \"1c001bfe-4c99-42ab-aaba-0800825afb35\", \"ea323b0c-918f-4bc1-98c0-f5b7c49b9206\", \"8283d9e5-20ea-4ce9-ab54-8a30f3c5c0b0\", \"1f5cf97d-de3a-4386-9350-cdfea8015391\", \"5c78489b-fae0-49d1-94cd-554efa278eff\"], \"total_duration\": 239.0, \"total_sessions\": 6, \"mean_week_duration\": 1.299}, \"75079\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-08-20 00:10:57.000000+00:00\", \"2021-05-17 16:51:17.000000+00:00\"], \"session_ids\": [\"22fcfb06-a5ac-4021-8d1b-6ebeea49e151\", \"8061968a-60e9-454d-b079-f6707965f401\"], \"total_duration\": 222.0, \"total_sessions\": 2, \"mean_week_duration\": 3.364}, \"8063\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2023-01-08 15:07:16.000000+00:00\", \"2019-03-01 12:03:32.000000+00:00\"], \"session_ids\": [\"61ba1a65-accf-4638-bdb8-dd205d8cd9ec\", \"14644779-f687-4b68-bc2f-fd086b6ef0d5\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 0.436}, \"50316\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-09-08 04:53:49.000000+00:00\", \"2019-09-27 08:46:34.000000+00:00\", \"2021-07-04 20:20:59.000000+00:00\", \"2021-10-21 06:26:52.000000+00:00\", \"2020-01-11 23:58:40.000000+00:00\", \"2022-08-06 00:14:25.000000+00:00\", \"2022-10-13 11:09:24.000000+00:00\", \"2020-08-29 06:42:23.000000+00:00\", \"2020-06-06 23:15:15.000000+00:00\", \"2023-04-01 18:46:19.000000+00:00\", \"2019-08-23 13:46:35.000000+00:00\"], \"session_ids\": [\"c5cdcef5-5b3a-4e96-8819-7d1d785cc9fe\", \"a7da07a4-2335-4c14-ae2c-f281f0361165\", \"9eadb8fc-b8df-4a1d-a9b4-2b246a4d19e4\", \"d54a11ca-f506-4da2-92a0-fb25eea31ced\", \"0cdd8544-90d8-4886-a448-c581881adda0\", \"f48af347-9a4f-4006-be68-626ea6402e39\", \"22288dcf-33b1-4da9-94f1-4af073cdf237\", \"ded35309-9784-4492-b931-ca7f1587f417\", \"3e9e24f5-d951-4add-9c32-33801817516f\", \"31eaae90-0e8e-4f22-9393-031fcc4f3151\", \"f8359a59-3fc3-4a0c-86b0-3b4eae6a61f1\"], \"total_duration\": 42661.0, \"total_sessions\": 11, \"mean_week_duration\": 225.72}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are less than 1135 and are equal or greater than 3710"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_duration\": [[1135, 3710]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"33021\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-09-22 00:29:35.000000+00:00\", \"2022-10-10 08:09:26.000000+00:00\"], \"session_ids\": [\"85b8302f-e03f-4446-b86b-0552f8ba3ba2\", \"2a21f2cb-ce7a-4f1a-a0e2-7a229f33add9\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.159}, \"17951\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-12-30 14:59:00.000000+00:00\", \"2019-07-04 18:37:09.000000+00:00\"], \"session_ids\": [\"5208bda9-efeb-4714-9606-eb5c95e5de9c\", \"71287222-ae41-40c9-9e77-91e0cc3d35ef\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.253}, \"88251\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-08-10 21:16:42.000000+00:00\", \"2019-02-17 19:29:53.000000+00:00\"], \"session_ids\": [\"8ff33bed-e551-4d6c-942d-521a86f37bab\", \"7ca6a403-2627-4652-a97b-5a7247c1fecf\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 4.68}, \"9747\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-06-24 19:42:11.000000+00:00\", \"2019-07-07 05:38:24.000000+00:00\", \"2023-06-23 17:41:22.000000+00:00\"], \"session_ids\": [\"4e59dbe1-bfc2-42fe-b37c-8c950ceaaf2d\", \"649f460b-0ddb-4cd2-aea2-459a4146163e\", \"dcfd7cca-4f38-448c-8773-cc9ed23d1ea4\"], \"total_duration\": 113.0, \"total_sessions\": 3, \"mean_week_duration\": 0.541}, \"5562\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-09-20 08:28:46.000000+00:00\", \"2019-08-09 17:01:36.000000+00:00\"], \"session_ids\": [\"8a4d59a7-d075-4df2-9808-ae01a21ab297\", \"90f0041f-cf11-41b1-9dcc-76ca610bb3ef\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.797}, \"44982\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-11-01 19:11:05.000000+00:00\", \"2023-04-05 00:10:46.000000+00:00\", \"2023-05-07 21:47:09.000000+00:00\", \"2019-11-09 17:18:56.000000+00:00\", \"2022-07-07 17:19:28.000000+00:00\", \"2023-01-12 04:51:28.000000+00:00\"], \"session_ids\": [\"3f784203-da2a-40e5-82d6-1345c0efd4a2\", \"1c001bfe-4c99-42ab-aaba-0800825afb35\", \"ea323b0c-918f-4bc1-98c0-f5b7c49b9206\", \"8283d9e5-20ea-4ce9-ab54-8a30f3c5c0b0\", \"1f5cf97d-de3a-4386-9350-cdfea8015391\", \"5c78489b-fae0-49d1-94cd-554efa278eff\"], \"total_duration\": 239.0, \"total_sessions\": 6, \"mean_week_duration\": 1.299}, \"75079\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-08-20 00:10:57.000000+00:00\", \"2021-05-17 16:51:17.000000+00:00\"], \"session_ids\": [\"22fcfb06-a5ac-4021-8d1b-6ebeea49e151\", \"8061968a-60e9-454d-b079-f6707965f401\"], \"total_duration\": 222.0, \"total_sessions\": 2, \"mean_week_duration\": 3.364}, \"8063\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2023-01-08 15:07:16.000000+00:00\", \"2019-03-01 12:03:32.000000+00:00\"], \"session_ids\": [\"61ba1a65-accf-4638-bdb8-dd205d8cd9ec\", \"14644779-f687-4b68-bc2f-fd086b6ef0d5\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 0.436}, \"50316\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-09-08 04:53:49.000000+00:00\", \"2019-09-27 08:46:34.000000+00:00\", \"2021-07-04 20:20:59.000000+00:00\", \"2021-10-21 06:26:52.000000+00:00\", \"2020-01-11 23:58:40.000000+00:00\", \"2022-08-06 00:14:25.000000+00:00\", \"2022-10-13 11:09:24.000000+00:00\", \"2020-08-29 06:42:23.000000+00:00\", \"2020-06-06 23:15:15.000000+00:00\", \"2023-04-01 18:46:19.000000+00:00\", \"2019-08-23 13:46:35.000000+00:00\"], \"session_ids\": [\"c5cdcef5-5b3a-4e96-8819-7d1d785cc9fe\", \"a7da07a4-2335-4c14-ae2c-f281f0361165\", \"9eadb8fc-b8df-4a1d-a9b4-2b246a4d19e4\", \"d54a11ca-f506-4da2-92a0-fb25eea31ced\", \"0cdd8544-90d8-4886-a448-c581881adda0\", \"f48af347-9a4f-4006-be68-626ea6402e39\", \"22288dcf-33b1-4da9-94f1-4af073cdf237\", \"ded35309-9784-4492-b931-ca7f1587f417\", \"3e9e24f5-d951-4add-9c32-33801817516f\", \"31eaae90-0e8e-4f22-9393-031fcc4f3151\", \"f8359a59-3fc3-4a0c-86b0-3b4eae6a61f1\"], \"total_duration\": 42661.0, \"total_sessions\": 11, \"mean_week_duration\": 225.72}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"88251\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-08-10 21:16:42.000000+00:00\", \"2019-02-17 19:29:53.000000+00:00\"], \"session_ids\": [\"8ff33bed-e551-4d6c-942d-521a86f37bab\", \"7ca6a403-2627-4652-a97b-5a7247c1fecf\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 4.68}}, {\"8063\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2023-01-08 15:07:16.000000+00:00\", \"2019-03-01 12:03:32.000000+00:00\"], \"session_ids\": [\"61ba1a65-accf-4638-bdb8-dd205d8cd9ec\", \"14644779-f687-4b68-bc2f-fd086b6ef0d5\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 0.436}}, {\"17951\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-12-30 14:59:00.000000+00:00\", \"2019-07-04 18:37:09.000000+00:00\"], \"session_ids\": [\"5208bda9-efeb-4714-9606-eb5c95e5de9c\", \"71287222-ae41-40c9-9e77-91e0cc3d35ef\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.253}}, {\"44982\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-11-01 19:11:05.000000+00:00\", \"2023-04-05 00:10:46.000000+00:00\", \"2023-05-07 21:47:09.000000+00:00\", \"2019-11-09 17:18:56.000000+00:00\", \"2022-07-07 17:19:28.000000+00:00\", \"2023-01-12 04:51:28.000000+00:00\"], \"session_ids\": [\"3f784203-da2a-40e5-82d6-1345c0efd4a2\", \"1c001bfe-4c99-42ab-aaba-0800825afb35\", \"ea323b0c-918f-4bc1-98c0-f5b7c49b9206\", \"8283d9e5-20ea-4ce9-ab54-8a30f3c5c0b0\", \"1f5cf97d-de3a-4386-9350-cdfea8015391\", \"5c78489b-fae0-49d1-94cd-554efa278eff\"], \"total_duration\": 239.0, \"total_sessions\": 6, \"mean_week_duration\": 1.299}}, {\"50316\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-09-08 04:53:49.000000+00:00\", \"2019-09-27 08:46:34.000000+00:00\", \"2021-07-04 20:20:59.000000+00:00\", \"2021-10-21 06:26:52.000000+00:00\", \"2020-01-11 23:58:40.000000+00:00\", \"2022-08-06 00:14:25.000000+00:00\", \"2022-10-13 11:09:24.000000+00:00\", \"2020-08-29 06:42:23.000000+00:00\", \"2020-06-06 23:15:15.000000+00:00\", \"2023-04-01 18:46:19.000000+00:00\", \"2019-08-23 13:46:35.000000+00:00\"], \"session_ids\": [\"c5cdcef5-5b3a-4e96-8819-7d1d785cc9fe\", \"a7da07a4-2335-4c14-ae2c-f281f0361165\", \"9eadb8fc-b8df-4a1d-a9b4-2b246a4d19e4\", \"d54a11ca-f506-4da2-92a0-fb25eea31ced\", \"0cdd8544-90d8-4886-a448-c581881adda0\", \"f48af347-9a4f-4006-be68-626ea6402e39\", \"22288dcf-33b1-4da9-94f1-4af073cdf237\", \"ded35309-9784-4492-b931-ca7f1587f417\", \"3e9e24f5-d951-4add-9c32-33801817516f\", \"31eaae90-0e8e-4f22-9393-031fcc4f3151\", \"f8359a59-3fc3-4a0c-86b0-3b4eae6a61f1\"], \"total_duration\": 42661.0, \"total_sessions\": 11, \"mean_week_duration\": 225.72}}, {\"5562\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-09-20 08:28:46.000000+00:00\", \"2019-08-09 17:01:36.000000+00:00\"], \"session_ids\": [\"8a4d59a7-d075-4df2-9808-ae01a21ab297\", \"90f0041f-cf11-41b1-9dcc-76ca610bb3ef\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.797}}, {\"75079\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-08-20 00:10:57.000000+00:00\", \"2021-05-17 16:51:17.000000+00:00\"], \"session_ids\": [\"22fcfb06-a5ac-4021-8d1b-6ebeea49e151\", \"8061968a-60e9-454d-b079-f6707965f401\"], \"total_duration\": 222.0, \"total_sessions\": 2, \"mean_week_duration\": 3.364}}, {\"33021\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-09-22 00:29:35.000000+00:00\", \"2022-10-10 08:09:26.000000+00:00\"], \"session_ids\": [\"85b8302f-e03f-4446-b86b-0552f8ba3ba2\", \"2a21f2cb-ce7a-4f1a-a0e2-7a229f33add9\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.159}}, {\"9747\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-06-24 19:42:11.000000+00:00\", \"2019-07-07 05:38:24.000000+00:00\", \"2023-06-23 17:41:22.000000+00:00\"], \"session_ids\": [\"4e59dbe1-bfc2-42fe-b37c-8c950ceaaf2d\", \"649f460b-0ddb-4cd2-aea2-459a4146163e\", \"dcfd7cca-4f38-448c-8773-cc9ed23d1ea4\"], \"total_duration\": 113.0, \"total_sessions\": 3, \"mean_week_duration\": 0.541}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"88251\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-08-10 21:16:42.000000+00:00\", \"2019-02-17 19:29:53.000000+00:00\"], \"session_ids\": [\"8ff33bed-e551-4d6c-942d-521a86f37bab\", \"7ca6a403-2627-4652-a97b-5a7247c1fecf\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 4.68}}, {\"8063\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2023-01-08 15:07:16.000000+00:00\", \"2019-03-01 12:03:32.000000+00:00\"], \"session_ids\": [\"61ba1a65-accf-4638-bdb8-dd205d8cd9ec\", \"14644779-f687-4b68-bc2f-fd086b6ef0d5\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 0.436}}]\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[{\"88251\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-08-10 21:16:42.000000+00:00\", \"2019-02-17 19:29:53.000000+00:00\"], \"session_ids\": [\"8ff33bed-e551-4d6c-942d-521a86f37bab\", \"7ca6a403-2627-4652-a97b-5a7247c1fecf\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 4.68}}, {\"8063\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2023-01-08 15:07:16.000000+00:00\", \"2019-03-01 12:03:32.000000+00:00\"], \"session_ids\": [\"61ba1a65-accf-4638-bdb8-dd205d8cd9ec\", \"14644779-f687-4b68-bc2f-fd086b6ef0d5\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 0.436}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the 5 users who have the biggest value of time in app per week in addition do sorting by overall total duration from the largest to the smallest."
}
] |
[
{
"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{\"54128\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-10-30 23:18:40.000000+00:00\", \"2019-08-24 13:42:16.000000+00:00\", \"2019-06-15 18:09:46.000000+00:00\", \"2021-09-20 21:05:00.000000+00:00\", \"2023-02-21 16:23:16.000000+00:00\", \"2019-06-28 12:03:49.000000+00:00\"], \"session_ids\": [\"7f15f598-d416-43d2-be74-05ab510890ac\", \"fa776bf6-2036-4286-84a7-6ef5415a78aa\", \"8768d252-33af-45d6-b02c-4f874ee7b9f7\", \"48bb6083-623d-43d2-9436-2460b6fb7abb\", \"2d5ca86b-6b66-417b-842a-c44e2db563f4\", \"ebe66f03-ec08-41c2-bff4-558108c37471\"], \"total_duration\": 5060.0, \"total_sessions\": 6, \"mean_week_duration\": 26.218}, \"46875\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"London\", \"datetimes\": [\"2023-02-04 03:40:20.000000+00:00\", \"2019-02-15 20:04:49.000000+00:00\"], \"session_ids\": [\"6fb3d53f-1559-4b07-8fc6-f5a10be4e4d2\", \"f9f45c14-d7b6-4269-afa3-b05748bbfef1\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 0.372}, \"85984\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-04-04 01:47:34.000000+00:00\", \"2019-06-21 11:00:56.000000+00:00\", \"2019-10-14 09:55:09.000000+00:00\", \"2021-08-16 10:09:10.000000+00:00\"], \"session_ids\": [\"658ae7c2-f885-4739-bc77-9c5a61af26e3\", \"91bd3641-fd78-41ff-b5b4-d335be4842bb\", \"6097ce63-ffc9-43a8-9243-8106e22e664b\", \"ddf2f49f-8b91-4393-9c02-7fe7fc1f4b57\"], \"total_duration\": 1800.0, \"total_sessions\": 4, \"mean_week_duration\": 15.929}, \"55231\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-11-02 02:08:10.000000+00:00\", \"2022-05-17 22:58:14.000000+00:00\", \"2020-06-22 15:47:58.000000+00:00\"], \"session_ids\": [\"3cb921d7-e297-4af2-849e-f44f3d2ed760\", \"b748e1fb-c5f4-49de-946b-d79bdda927b7\", \"fb97cbfc-fdab-4dc9-8863-f9b09f278ba8\"], \"total_duration\": 322.0, \"total_sessions\": 3, \"mean_week_duration\": 3.22}, \"8019\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-07-14 18:23:51.000000+00:00\", \"2019-12-31 05:07:05.000000+00:00\", \"2020-11-30 11:26:47.000000+00:00\", \"2019-06-30 10:33:57.000000+00:00\", \"2019-04-18 07:40:33.000000+00:00\", \"2022-04-23 18:46:09.000000+00:00\", \"2019-11-22 05:19:33.000000+00:00\", \"2019-08-20 19:45:40.000000+00:00\", \"2019-02-20 12:17:33.000000+00:00\"], \"session_ids\": [\"569391a6-c0d9-48f2-b952-9ad9e3466b04\", \"52f86688-f31d-4d59-afd6-0d54af314eaf\", \"fc808881-e7c4-43b2-86be-90a90f7e9e02\", \"a3ea0afd-65d6-4ac7-a13f-7fef4c1a8417\", \"7f7c25f4-b0ed-4e77-8573-1fcc2b6b23df\", \"4210b193-3edf-4f28-96fd-9dccfd019403\", \"458919b4-ad7a-4034-a44d-6ec27ebcdcd4\", \"dc794b95-df42-4c5a-84fe-28cd1f58c4a0\", \"a730a184-0ace-4661-bd3b-8d0d52d535e0\"], \"total_duration\": 1172.0, \"total_sessions\": 9, \"mean_week_duration\": 7.06}, \"86147\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-02-05 09:52:34.000000+00:00\", \"2022-04-12 07:02:04.000000+00:00\", \"2021-09-24 19:16:57.000000+00:00\", \"2020-02-06 17:35:44.000000+00:00\"], \"session_ids\": [\"429096ba-358b-4054-93bb-3f9109980545\", \"4494c4ae-9a78-4026-b26f-6ac40f90f408\", \"b0867dc8-88f6-41cf-83e8-9b4260408ad1\", \"573fa46e-c1fa-43da-9838-1486767a2794\"], \"total_duration\": 695.0, \"total_sessions\": 4, \"mean_week_duration\": 4.187}, \"19890\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2020-08-31 00:05:32.000000+00:00\", \"2019-08-04 23:08:03.000000+00:00\"], \"session_ids\": [\"2794b047-0b8c-481c-9f7e-3373a71d9b53\", \"1138816a-ef3a-472e-9237-b5602e802987\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 4.482}, \"10281\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-17 00:30:24.000000+00:00\", \"2022-11-18 21:11:21.000000+00:00\", \"2021-06-11 04:55:34.000000+00:00\", \"2020-10-18 19:32:10.000000+00:00\", \"2022-07-28 13:34:36.000000+00:00\", \"2021-09-15 06:00:58.000000+00:00\", \"2019-02-14 17:32:26.000000+00:00\", \"2019-08-20 12:29:13.000000+00:00\", \"2020-03-02 13:48:27.000000+00:00\"], \"session_ids\": [\"ae3483ca-6a78-472f-95bb-2512aab1f7f9\", \"ebb7bba0-1622-45f9-b729-1fea3ee82bdc\", \"a31b4b1f-13b7-401e-a254-e2829615c0b2\", \"5b9b22e4-06bf-4885-be28-d842331c3749\", \"67f2a5e6-6b40-4984-88b0-c15e993b2913\", \"610c43ee-3964-4187-90fd-bc485fc09fd0\", \"b052ab3e-0250-4b9b-a9be-e492a3c03519\", \"f1934c62-1f54-4c69-bcc6-3558d63081fe\", \"99ca41c3-63f7-4df8-b87d-ceba16ad48c2\"], \"total_duration\": 6668.0, \"total_sessions\": 9, \"mean_week_duration\": 33.848}, \"26792\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-02-16 22:44:53.000000+00:00\", \"2023-06-06 12:01:54.000000+00:00\"], \"session_ids\": [\"15d989bf-5631-4996-993b-db43a354d507\", \"0ee0f356-ae9e-4e3d-9ed2-a1934a327728\"], \"total_duration\": 177.0, \"total_sessions\": 2, \"mean_week_duration\": 11.062}, \"78788\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-01-13 07:15:11.000000+00:00\", \"2021-11-29 11:49:53.000000+00:00\", \"2023-02-12 02:56:15.000000+00:00\", \"2021-12-17 18:29:13.000000+00:00\", \"2023-01-10 07:17:38.000000+00:00\"], \"session_ids\": [\"e30b958e-f86d-4fc3-907a-1f79aed29fc6\", \"d15115e9-26f0-472a-80be-7cad8d41906d\", \"a1f13dc7-f690-4365-84a3-a347b7d8b529\", \"82fbae71-e197-480f-a89b-076589fabe00\", \"bc772514-6b12-4da7-9e64-30e2083afd07\"], \"total_duration\": 497.0, \"total_sessions\": 5, \"mean_week_duration\": 7.889}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the highest 5 mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": true, \"quant_to_remain\": 5}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"10281\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-17 00:30:24.000000+00:00\", \"2022-11-18 21:11:21.000000+00:00\", \"2021-06-11 04:55:34.000000+00:00\", \"2020-10-18 19:32:10.000000+00:00\", \"2022-07-28 13:34:36.000000+00:00\", \"2021-09-15 06:00:58.000000+00:00\", \"2019-02-14 17:32:26.000000+00:00\", \"2019-08-20 12:29:13.000000+00:00\", \"2020-03-02 13:48:27.000000+00:00\"], \"session_ids\": [\"ae3483ca-6a78-472f-95bb-2512aab1f7f9\", \"ebb7bba0-1622-45f9-b729-1fea3ee82bdc\", \"a31b4b1f-13b7-401e-a254-e2829615c0b2\", \"5b9b22e4-06bf-4885-be28-d842331c3749\", \"67f2a5e6-6b40-4984-88b0-c15e993b2913\", \"610c43ee-3964-4187-90fd-bc485fc09fd0\", \"b052ab3e-0250-4b9b-a9be-e492a3c03519\", \"f1934c62-1f54-4c69-bcc6-3558d63081fe\", \"99ca41c3-63f7-4df8-b87d-ceba16ad48c2\"], \"total_duration\": 6668.0, \"total_sessions\": 9, \"mean_week_duration\": 33.848}}, {\"54128\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-10-30 23:18:40.000000+00:00\", \"2019-08-24 13:42:16.000000+00:00\", \"2019-06-15 18:09:46.000000+00:00\", \"2021-09-20 21:05:00.000000+00:00\", \"2023-02-21 16:23:16.000000+00:00\", \"2019-06-28 12:03:49.000000+00:00\"], \"session_ids\": [\"7f15f598-d416-43d2-be74-05ab510890ac\", \"fa776bf6-2036-4286-84a7-6ef5415a78aa\", \"8768d252-33af-45d6-b02c-4f874ee7b9f7\", \"48bb6083-623d-43d2-9436-2460b6fb7abb\", \"2d5ca86b-6b66-417b-842a-c44e2db563f4\", \"ebe66f03-ec08-41c2-bff4-558108c37471\"], \"total_duration\": 5060.0, \"total_sessions\": 6, \"mean_week_duration\": 26.218}}, {\"85984\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-04-04 01:47:34.000000+00:00\", \"2019-06-21 11:00:56.000000+00:00\", \"2019-10-14 09:55:09.000000+00:00\", \"2021-08-16 10:09:10.000000+00:00\"], \"session_ids\": [\"658ae7c2-f885-4739-bc77-9c5a61af26e3\", \"91bd3641-fd78-41ff-b5b4-d335be4842bb\", \"6097ce63-ffc9-43a8-9243-8106e22e664b\", \"ddf2f49f-8b91-4393-9c02-7fe7fc1f4b57\"], \"total_duration\": 1800.0, \"total_sessions\": 4, \"mean_week_duration\": 15.929}}, {\"26792\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-02-16 22:44:53.000000+00:00\", \"2023-06-06 12:01:54.000000+00:00\"], \"session_ids\": [\"15d989bf-5631-4996-993b-db43a354d507\", \"0ee0f356-ae9e-4e3d-9ed2-a1934a327728\"], \"total_duration\": 177.0, \"total_sessions\": 2, \"mean_week_duration\": 11.062}}, {\"78788\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-01-13 07:15:11.000000+00:00\", \"2021-11-29 11:49:53.000000+00:00\", \"2023-02-12 02:56:15.000000+00:00\", \"2021-12-17 18:29:13.000000+00:00\", \"2023-01-10 07:17:38.000000+00:00\"], \"session_ids\": [\"e30b958e-f86d-4fc3-907a-1f79aed29fc6\", \"d15115e9-26f0-472a-80be-7cad8d41906d\", \"a1f13dc7-f690-4365-84a3-a347b7d8b529\", \"82fbae71-e197-480f-a89b-076589fabe00\", \"bc772514-6b12-4da7-9e64-30e2083afd07\"], \"total_duration\": 497.0, \"total_sessions\": 5, \"mean_week_duration\": 7.889}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"10281\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-17 00:30:24.000000+00:00\", \"2022-11-18 21:11:21.000000+00:00\", \"2021-06-11 04:55:34.000000+00:00\", \"2020-10-18 19:32:10.000000+00:00\", \"2022-07-28 13:34:36.000000+00:00\", \"2021-09-15 06:00:58.000000+00:00\", \"2019-02-14 17:32:26.000000+00:00\", \"2019-08-20 12:29:13.000000+00:00\", \"2020-03-02 13:48:27.000000+00:00\"], \"session_ids\": [\"ae3483ca-6a78-472f-95bb-2512aab1f7f9\", \"ebb7bba0-1622-45f9-b729-1fea3ee82bdc\", \"a31b4b1f-13b7-401e-a254-e2829615c0b2\", \"5b9b22e4-06bf-4885-be28-d842331c3749\", \"67f2a5e6-6b40-4984-88b0-c15e993b2913\", \"610c43ee-3964-4187-90fd-bc485fc09fd0\", \"b052ab3e-0250-4b9b-a9be-e492a3c03519\", \"f1934c62-1f54-4c69-bcc6-3558d63081fe\", \"99ca41c3-63f7-4df8-b87d-ceba16ad48c2\"], \"total_duration\": 6668.0, \"total_sessions\": 9, \"mean_week_duration\": 33.848}}, {\"54128\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-10-30 23:18:40.000000+00:00\", \"2019-08-24 13:42:16.000000+00:00\", \"2019-06-15 18:09:46.000000+00:00\", \"2021-09-20 21:05:00.000000+00:00\", \"2023-02-21 16:23:16.000000+00:00\", \"2019-06-28 12:03:49.000000+00:00\"], \"session_ids\": [\"7f15f598-d416-43d2-be74-05ab510890ac\", \"fa776bf6-2036-4286-84a7-6ef5415a78aa\", \"8768d252-33af-45d6-b02c-4f874ee7b9f7\", \"48bb6083-623d-43d2-9436-2460b6fb7abb\", \"2d5ca86b-6b66-417b-842a-c44e2db563f4\", \"ebe66f03-ec08-41c2-bff4-558108c37471\"], \"total_duration\": 5060.0, \"total_sessions\": 6, \"mean_week_duration\": 26.218}}, {\"85984\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-04-04 01:47:34.000000+00:00\", \"2019-06-21 11:00:56.000000+00:00\", \"2019-10-14 09:55:09.000000+00:00\", \"2021-08-16 10:09:10.000000+00:00\"], \"session_ids\": [\"658ae7c2-f885-4739-bc77-9c5a61af26e3\", \"91bd3641-fd78-41ff-b5b4-d335be4842bb\", \"6097ce63-ffc9-43a8-9243-8106e22e664b\", \"ddf2f49f-8b91-4393-9c02-7fe7fc1f4b57\"], \"total_duration\": 1800.0, \"total_sessions\": 4, \"mean_week_duration\": 15.929}}, {\"78788\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-01-13 07:15:11.000000+00:00\", \"2021-11-29 11:49:53.000000+00:00\", \"2023-02-12 02:56:15.000000+00:00\", \"2021-12-17 18:29:13.000000+00:00\", \"2023-01-10 07:17:38.000000+00:00\"], \"session_ids\": [\"e30b958e-f86d-4fc3-907a-1f79aed29fc6\", \"d15115e9-26f0-472a-80be-7cad8d41906d\", \"a1f13dc7-f690-4365-84a3-a347b7d8b529\", \"82fbae71-e197-480f-a89b-076589fabe00\", \"bc772514-6b12-4da7-9e64-30e2083afd07\"], \"total_duration\": 497.0, \"total_sessions\": 5, \"mean_week_duration\": 7.889}}, {\"26792\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-02-16 22:44:53.000000+00:00\", \"2023-06-06 12:01:54.000000+00:00\"], \"session_ids\": [\"15d989bf-5631-4996-993b-db43a354d507\", \"0ee0f356-ae9e-4e3d-9ed2-a1934a327728\"], \"total_duration\": 177.0, \"total_sessions\": 2, \"mean_week_duration\": 11.062}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 5 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"10281\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-17 00:30:24.000000+00:00\", \"2022-11-18 21:11:21.000000+00:00\", \"2021-06-11 04:55:34.000000+00:00\", \"2020-10-18 19:32:10.000000+00:00\", \"2022-07-28 13:34:36.000000+00:00\", \"2021-09-15 06:00:58.000000+00:00\", \"2019-02-14 17:32:26.000000+00:00\", \"2019-08-20 12:29:13.000000+00:00\", \"2020-03-02 13:48:27.000000+00:00\"], \"session_ids\": [\"ae3483ca-6a78-472f-95bb-2512aab1f7f9\", \"ebb7bba0-1622-45f9-b729-1fea3ee82bdc\", \"a31b4b1f-13b7-401e-a254-e2829615c0b2\", \"5b9b22e4-06bf-4885-be28-d842331c3749\", \"67f2a5e6-6b40-4984-88b0-c15e993b2913\", \"610c43ee-3964-4187-90fd-bc485fc09fd0\", \"b052ab3e-0250-4b9b-a9be-e492a3c03519\", \"f1934c62-1f54-4c69-bcc6-3558d63081fe\", \"99ca41c3-63f7-4df8-b87d-ceba16ad48c2\"], \"total_duration\": 6668.0, \"total_sessions\": 9, \"mean_week_duration\": 33.848}}, {\"54128\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-10-30 23:18:40.000000+00:00\", \"2019-08-24 13:42:16.000000+00:00\", \"2019-06-15 18:09:46.000000+00:00\", \"2021-09-20 21:05:00.000000+00:00\", \"2023-02-21 16:23:16.000000+00:00\", \"2019-06-28 12:03:49.000000+00:00\"], \"session_ids\": [\"7f15f598-d416-43d2-be74-05ab510890ac\", \"fa776bf6-2036-4286-84a7-6ef5415a78aa\", \"8768d252-33af-45d6-b02c-4f874ee7b9f7\", \"48bb6083-623d-43d2-9436-2460b6fb7abb\", \"2d5ca86b-6b66-417b-842a-c44e2db563f4\", \"ebe66f03-ec08-41c2-bff4-558108c37471\"], \"total_duration\": 5060.0, \"total_sessions\": 6, \"mean_week_duration\": 26.218}}, {\"85984\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-04-04 01:47:34.000000+00:00\", \"2019-06-21 11:00:56.000000+00:00\", \"2019-10-14 09:55:09.000000+00:00\", \"2021-08-16 10:09:10.000000+00:00\"], \"session_ids\": [\"658ae7c2-f885-4739-bc77-9c5a61af26e3\", \"91bd3641-fd78-41ff-b5b4-d335be4842bb\", \"6097ce63-ffc9-43a8-9243-8106e22e664b\", \"ddf2f49f-8b91-4393-9c02-7fe7fc1f4b57\"], \"total_duration\": 1800.0, \"total_sessions\": 4, \"mean_week_duration\": 15.929}}, {\"78788\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-01-13 07:15:11.000000+00:00\", \"2021-11-29 11:49:53.000000+00:00\", \"2023-02-12 02:56:15.000000+00:00\", \"2021-12-17 18:29:13.000000+00:00\", \"2023-01-10 07:17:38.000000+00:00\"], \"session_ids\": [\"e30b958e-f86d-4fc3-907a-1f79aed29fc6\", \"d15115e9-26f0-472a-80be-7cad8d41906d\", \"a1f13dc7-f690-4365-84a3-a347b7d8b529\", \"82fbae71-e197-480f-a89b-076589fabe00\", \"bc772514-6b12-4da7-9e64-30e2083afd07\"], \"total_duration\": 497.0, \"total_sessions\": 5, \"mean_week_duration\": 7.889}}, {\"26792\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-02-16 22:44:53.000000+00:00\", \"2023-06-06 12:01:54.000000+00:00\"], \"session_ids\": [\"15d989bf-5631-4996-993b-db43a354d507\", \"0ee0f356-ae9e-4e3d-9ed2-a1934a327728\"], \"total_duration\": 177.0, \"total_sessions\": 2, \"mean_week_duration\": 11.062}}]\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[{\"10281\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-17 00:30:24.000000+00:00\", \"2022-11-18 21:11:21.000000+00:00\", \"2021-06-11 04:55:34.000000+00:00\", \"2020-10-18 19:32:10.000000+00:00\", \"2022-07-28 13:34:36.000000+00:00\", \"2021-09-15 06:00:58.000000+00:00\", \"2019-02-14 17:32:26.000000+00:00\", \"2019-08-20 12:29:13.000000+00:00\", \"2020-03-02 13:48:27.000000+00:00\"], \"session_ids\": [\"ae3483ca-6a78-472f-95bb-2512aab1f7f9\", \"ebb7bba0-1622-45f9-b729-1fea3ee82bdc\", \"a31b4b1f-13b7-401e-a254-e2829615c0b2\", \"5b9b22e4-06bf-4885-be28-d842331c3749\", \"67f2a5e6-6b40-4984-88b0-c15e993b2913\", \"610c43ee-3964-4187-90fd-bc485fc09fd0\", \"b052ab3e-0250-4b9b-a9be-e492a3c03519\", \"f1934c62-1f54-4c69-bcc6-3558d63081fe\", \"99ca41c3-63f7-4df8-b87d-ceba16ad48c2\"], \"total_duration\": 6668.0, \"total_sessions\": 9, \"mean_week_duration\": 33.848}}, {\"54128\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-10-30 23:18:40.000000+00:00\", \"2019-08-24 13:42:16.000000+00:00\", \"2019-06-15 18:09:46.000000+00:00\", \"2021-09-20 21:05:00.000000+00:00\", \"2023-02-21 16:23:16.000000+00:00\", \"2019-06-28 12:03:49.000000+00:00\"], \"session_ids\": [\"7f15f598-d416-43d2-be74-05ab510890ac\", \"fa776bf6-2036-4286-84a7-6ef5415a78aa\", \"8768d252-33af-45d6-b02c-4f874ee7b9f7\", \"48bb6083-623d-43d2-9436-2460b6fb7abb\", \"2d5ca86b-6b66-417b-842a-c44e2db563f4\", \"ebe66f03-ec08-41c2-bff4-558108c37471\"], \"total_duration\": 5060.0, \"total_sessions\": 6, \"mean_week_duration\": 26.218}}, {\"85984\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-04-04 01:47:34.000000+00:00\", \"2019-06-21 11:00:56.000000+00:00\", \"2019-10-14 09:55:09.000000+00:00\", \"2021-08-16 10:09:10.000000+00:00\"], \"session_ids\": [\"658ae7c2-f885-4739-bc77-9c5a61af26e3\", \"91bd3641-fd78-41ff-b5b4-d335be4842bb\", \"6097ce63-ffc9-43a8-9243-8106e22e664b\", \"ddf2f49f-8b91-4393-9c02-7fe7fc1f4b57\"], \"total_duration\": 1800.0, \"total_sessions\": 4, \"mean_week_duration\": 15.929}}, {\"78788\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-01-13 07:15:11.000000+00:00\", \"2021-11-29 11:49:53.000000+00:00\", \"2023-02-12 02:56:15.000000+00:00\", \"2021-12-17 18:29:13.000000+00:00\", \"2023-01-10 07:17:38.000000+00:00\"], \"session_ids\": [\"e30b958e-f86d-4fc3-907a-1f79aed29fc6\", \"d15115e9-26f0-472a-80be-7cad8d41906d\", \"a1f13dc7-f690-4365-84a3-a347b7d8b529\", \"82fbae71-e197-480f-a89b-076589fabe00\", \"bc772514-6b12-4da7-9e64-30e2083afd07\"], \"total_duration\": 497.0, \"total_sessions\": 5, \"mean_week_duration\": 7.889}}, {\"26792\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-02-16 22:44:53.000000+00:00\", \"2023-06-06 12:01:54.000000+00:00\"], \"session_ids\": [\"15d989bf-5631-4996-993b-db43a354d507\", \"0ee0f356-ae9e-4e3d-9ed2-a1934a327728\"], \"total_duration\": 177.0, \"total_sessions\": 2, \"mean_week_duration\": 11.062}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about 7 users who site usage time per week less than 1 and greater than 45 (not including) , moreover do sorting by total duration amount form the lowest value to the highest value additionaly show me only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"3639\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-06-16 03:46:22.000000+00:00\", \"2020-06-20 20:24:27.000000+00:00\", \"2021-05-15 08:23:25.000000+00:00\", \"2020-01-14 20:12:21.000000+00:00\", \"2022-05-27 20:50:03.000000+00:00\"], \"session_ids\": [\"3db0e705-fb6e-4d65-8d78-6cbae7716bf3\", \"6705ac01-2836-4f59-854a-32a8c149fd89\", \"4e7e1eac-ad9c-4935-b253-895891de42cb\", \"7aaa1cd7-a50d-42ff-ae9f-457e41adf9bd\", \"5ad7f02b-5f30-4c39-88ed-75907238e7a3\"], \"total_duration\": 206.0, \"total_sessions\": 5, \"mean_week_duration\": 1.338}, \"1206\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-12-31 04:15:38.000000+00:00\", \"2020-10-05 02:21:37.000000+00:00\"], \"session_ids\": [\"9c0b0e3a-41c2-4421-99c7-9ca60fe38ab8\", \"dd280d33-bf51-4738-b414-bfb9a43f466c\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 3.231}, \"85979\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-04-16 12:30:28.000000+00:00\", \"2021-07-04 08:58:41.000000+00:00\", \"2022-10-16 16:38:03.000000+00:00\", \"2021-04-25 19:58:50.000000+00:00\", \"2022-05-24 20:35:03.000000+00:00\", \"2022-09-01 10:32:02.000000+00:00\", \"2023-06-15 16:40:54.000000+00:00\", \"2022-09-17 08:51:05.000000+00:00\"], \"session_ids\": [\"f3821e08-acd3-4ef8-ac00-35fac140f953\", \"eff40d4b-1597-43ff-afab-bd717422a312\", \"48aced05-dcde-4ef3-b11b-4625866ec659\", \"01a9b42f-0643-42f9-837d-bc7252b87102\", \"094e2836-7c9c-4e69-9bb8-e58957e18786\", \"74ab60fb-5ee0-4be0-9857-73ea34c988df\", \"794949e8-3187-4238-bebe-da1726b75b14\", \"d5900a4f-ab92-4a0c-bd98-9cd8c0875d15\"], \"total_duration\": 11555.0, \"total_sessions\": 8, \"mean_week_duration\": 103.17}, \"17083\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-08-15 15:06:14.000000+00:00\", \"2019-05-06 02:10:37.000000+00:00\"], \"session_ids\": [\"d847892f-31db-47ee-9ccb-e8fd23b13cd5\", \"dc0fe3b8-bd5a-452b-a458-74feaa45ada4\"], \"total_duration\": 446.0, \"total_sessions\": 2, \"mean_week_duration\": 3.748}, \"85402\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-12-08 16:48:31.000000+00:00\", \"2020-09-16 10:07:46.000000+00:00\"], \"session_ids\": [\"aa1ecdc6-6ade-4235-b654-611e808277e8\", \"61768945-186c-43bd-a094-8952b2245c94\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 19.667}, \"94032\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-01-15 08:56:21.000000+00:00\", \"2020-10-01 21:15:07.000000+00:00\", \"2021-03-29 15:58:13.000000+00:00\", \"2021-07-04 17:25:22.000000+00:00\", \"2020-03-22 19:56:15.000000+00:00\"], \"session_ids\": [\"20564ab0-1e7c-4f6a-8ea0-303c6175f6a8\", \"7a2fe1fc-2c14-45cc-a63c-f68533377b22\", \"d2b4d3d5-8446-4138-bdf3-5de77d7fc479\", \"e74e6ea1-bafe-44be-ad9a-252f4ab6d282\", \"b55125e8-6805-4d55-b249-ecb695ed40d2\"], \"total_duration\": 52.0, \"total_sessions\": 5, \"mean_week_duration\": 0.403}, \"19034\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-02-19 08:29:49.000000+00:00\", \"2021-03-24 08:25:29.000000+00:00\"], \"session_ids\": [\"ce5019fb-fdec-41bc-8c54-3a4fe116e53e\", \"e1c7b3e3-5c70-4bcf-baa3-d82eda9286ce\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.316}, \"88830\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-07-15 12:43:06.000000+00:00\", \"2020-05-12 09:01:23.000000+00:00\", \"2022-08-24 04:24:07.000000+00:00\", \"2022-02-19 19:27:28.000000+00:00\", \"2021-09-08 17:56:18.000000+00:00\"], \"session_ids\": [\"31d1e55d-7859-42d3-8b1b-a99169af6191\", \"9a631d79-4a44-4b9b-9d51-5281678f8311\", \"5a5f33b8-9cd8-44a5-96d1-db6e4a9f712a\", \"0dccee77-d30e-482f-8596-a4c600247a2e\", \"f87f64e0-ba22-4dea-9d5f-1fdbec07b3d7\"], \"total_duration\": 155.0, \"total_sessions\": 5, \"mean_week_duration\": 1.303}, \"43976\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-24 05:57:53.000000+00:00\", \"2021-01-16 06:34:30.000000+00:00\", \"2022-01-25 08:00:12.000000+00:00\"], \"session_ids\": [\"f936d421-c5ef-47e0-a15a-f36160d3cbf2\", \"8c76f400-5803-4efa-9571-abe99f79421f\", \"8e9c2b2e-be2c-410a-a2d4-9103ca96fdc8\"], \"total_duration\": 1052.0, \"total_sessions\": 3, \"mean_week_duration\": 9.651}, \"48141\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-10-06 23:10:49.000000+00:00\", \"2021-02-22 17:32:34.000000+00:00\"], \"session_ids\": [\"8c6b538c-d524-4096-b52b-0854b407c2ee\", \"47f3d1dd-16a7-493f-a201-16022e7dc0f6\"], \"total_duration\": 444.0, \"total_sessions\": 2, \"mean_week_duration\": 5.224}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are equal or less than 1 and are greater than 45"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[1, 45]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"94032\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-01-15 08:56:21.000000+00:00\", \"2020-10-01 21:15:07.000000+00:00\", \"2021-03-29 15:58:13.000000+00:00\", \"2021-07-04 17:25:22.000000+00:00\", \"2020-03-22 19:56:15.000000+00:00\"], \"session_ids\": [\"20564ab0-1e7c-4f6a-8ea0-303c6175f6a8\", \"7a2fe1fc-2c14-45cc-a63c-f68533377b22\", \"d2b4d3d5-8446-4138-bdf3-5de77d7fc479\", \"e74e6ea1-bafe-44be-ad9a-252f4ab6d282\", \"b55125e8-6805-4d55-b249-ecb695ed40d2\"], \"total_duration\": 52.0, \"total_sessions\": 5, \"mean_week_duration\": 0.403}, \"19034\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-02-19 08:29:49.000000+00:00\", \"2021-03-24 08:25:29.000000+00:00\"], \"session_ids\": [\"ce5019fb-fdec-41bc-8c54-3a4fe116e53e\", \"e1c7b3e3-5c70-4bcf-baa3-d82eda9286ce\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.316}, \"85979\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-04-16 12:30:28.000000+00:00\", \"2021-07-04 08:58:41.000000+00:00\", \"2022-10-16 16:38:03.000000+00:00\", \"2021-04-25 19:58:50.000000+00:00\", \"2022-05-24 20:35:03.000000+00:00\", \"2022-09-01 10:32:02.000000+00:00\", \"2023-06-15 16:40:54.000000+00:00\", \"2022-09-17 08:51:05.000000+00:00\"], \"session_ids\": [\"f3821e08-acd3-4ef8-ac00-35fac140f953\", \"eff40d4b-1597-43ff-afab-bd717422a312\", \"48aced05-dcde-4ef3-b11b-4625866ec659\", \"01a9b42f-0643-42f9-837d-bc7252b87102\", \"094e2836-7c9c-4e69-9bb8-e58957e18786\", \"74ab60fb-5ee0-4be0-9857-73ea34c988df\", \"794949e8-3187-4238-bebe-da1726b75b14\", \"d5900a4f-ab92-4a0c-bd98-9cd8c0875d15\"], \"total_duration\": 11555.0, \"total_sessions\": 8, \"mean_week_duration\": 103.17}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"19034\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-02-19 08:29:49.000000+00:00\", \"2021-03-24 08:25:29.000000+00:00\"], \"session_ids\": [\"ce5019fb-fdec-41bc-8c54-3a4fe116e53e\", \"e1c7b3e3-5c70-4bcf-baa3-d82eda9286ce\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.316}}, {\"94032\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-01-15 08:56:21.000000+00:00\", \"2020-10-01 21:15:07.000000+00:00\", \"2021-03-29 15:58:13.000000+00:00\", \"2021-07-04 17:25:22.000000+00:00\", \"2020-03-22 19:56:15.000000+00:00\"], \"session_ids\": [\"20564ab0-1e7c-4f6a-8ea0-303c6175f6a8\", \"7a2fe1fc-2c14-45cc-a63c-f68533377b22\", \"d2b4d3d5-8446-4138-bdf3-5de77d7fc479\", \"e74e6ea1-bafe-44be-ad9a-252f4ab6d282\", \"b55125e8-6805-4d55-b249-ecb695ed40d2\"], \"total_duration\": 52.0, \"total_sessions\": 5, \"mean_week_duration\": 0.403}}, {\"85979\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-04-16 12:30:28.000000+00:00\", \"2021-07-04 08:58:41.000000+00:00\", \"2022-10-16 16:38:03.000000+00:00\", \"2021-04-25 19:58:50.000000+00:00\", \"2022-05-24 20:35:03.000000+00:00\", \"2022-09-01 10:32:02.000000+00:00\", \"2023-06-15 16:40:54.000000+00:00\", \"2022-09-17 08:51:05.000000+00:00\"], \"session_ids\": [\"f3821e08-acd3-4ef8-ac00-35fac140f953\", \"eff40d4b-1597-43ff-afab-bd717422a312\", \"48aced05-dcde-4ef3-b11b-4625866ec659\", \"01a9b42f-0643-42f9-837d-bc7252b87102\", \"094e2836-7c9c-4e69-9bb8-e58957e18786\", \"74ab60fb-5ee0-4be0-9857-73ea34c988df\", \"794949e8-3187-4238-bebe-da1726b75b14\", \"d5900a4f-ab92-4a0c-bd98-9cd8c0875d15\"], \"total_duration\": 11555.0, \"total_sessions\": 8, \"mean_week_duration\": 103.17}}]\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[{\"19034\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-02-19 08:29:49.000000+00:00\", \"2021-03-24 08:25:29.000000+00:00\"], \"session_ids\": [\"ce5019fb-fdec-41bc-8c54-3a4fe116e53e\", \"e1c7b3e3-5c70-4bcf-baa3-d82eda9286ce\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.316}}, {\"94032\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-01-15 08:56:21.000000+00:00\", \"2020-10-01 21:15:07.000000+00:00\", \"2021-03-29 15:58:13.000000+00:00\", \"2021-07-04 17:25:22.000000+00:00\", \"2020-03-22 19:56:15.000000+00:00\"], \"session_ids\": [\"20564ab0-1e7c-4f6a-8ea0-303c6175f6a8\", \"7a2fe1fc-2c14-45cc-a63c-f68533377b22\", \"d2b4d3d5-8446-4138-bdf3-5de77d7fc479\", \"e74e6ea1-bafe-44be-ad9a-252f4ab6d282\", \"b55125e8-6805-4d55-b249-ecb695ed40d2\"], \"total_duration\": 52.0, \"total_sessions\": 5, \"mean_week_duration\": 0.403}}, {\"85979\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-04-16 12:30:28.000000+00:00\", \"2021-07-04 08:58:41.000000+00:00\", \"2022-10-16 16:38:03.000000+00:00\", \"2021-04-25 19:58:50.000000+00:00\", \"2022-05-24 20:35:03.000000+00:00\", \"2022-09-01 10:32:02.000000+00:00\", \"2023-06-15 16:40:54.000000+00:00\", \"2022-09-17 08:51:05.000000+00:00\"], \"session_ids\": [\"f3821e08-acd3-4ef8-ac00-35fac140f953\", \"eff40d4b-1597-43ff-afab-bd717422a312\", \"48aced05-dcde-4ef3-b11b-4625866ec659\", \"01a9b42f-0643-42f9-837d-bc7252b87102\", \"094e2836-7c9c-4e69-9bb8-e58957e18786\", \"74ab60fb-5ee0-4be0-9857-73ea34c988df\", \"794949e8-3187-4238-bebe-da1726b75b14\", \"d5900a4f-ab92-4a0c-bd98-9cd8c0875d15\"], \"total_duration\": 11555.0, \"total_sessions\": 8, \"mean_week_duration\": 103.17}}]\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[{\"19034\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-02-19 08:29:49.000000+00:00\", \"2021-03-24 08:25:29.000000+00:00\"], \"session_ids\": [\"ce5019fb-fdec-41bc-8c54-3a4fe116e53e\", \"e1c7b3e3-5c70-4bcf-baa3-d82eda9286ce\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.316}}, {\"94032\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-01-15 08:56:21.000000+00:00\", \"2020-10-01 21:15:07.000000+00:00\", \"2021-03-29 15:58:13.000000+00:00\", \"2021-07-04 17:25:22.000000+00:00\", \"2020-03-22 19:56:15.000000+00:00\"], \"session_ids\": [\"20564ab0-1e7c-4f6a-8ea0-303c6175f6a8\", \"7a2fe1fc-2c14-45cc-a63c-f68533377b22\", \"d2b4d3d5-8446-4138-bdf3-5de77d7fc479\", \"e74e6ea1-bafe-44be-ad9a-252f4ab6d282\", \"b55125e8-6805-4d55-b249-ecb695ed40d2\"], \"total_duration\": 52.0, \"total_sessions\": 5, \"mean_week_duration\": 0.403}}, {\"85979\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-04-16 12:30:28.000000+00:00\", \"2021-07-04 08:58:41.000000+00:00\", \"2022-10-16 16:38:03.000000+00:00\", \"2021-04-25 19:58:50.000000+00:00\", \"2022-05-24 20:35:03.000000+00:00\", \"2022-09-01 10:32:02.000000+00:00\", \"2023-06-15 16:40:54.000000+00:00\", \"2022-09-17 08:51:05.000000+00:00\"], \"session_ids\": [\"f3821e08-acd3-4ef8-ac00-35fac140f953\", \"eff40d4b-1597-43ff-afab-bd717422a312\", \"48aced05-dcde-4ef3-b11b-4625866ec659\", \"01a9b42f-0643-42f9-837d-bc7252b87102\", \"094e2836-7c9c-4e69-9bb8-e58957e18786\", \"74ab60fb-5ee0-4be0-9857-73ea34c988df\", \"794949e8-3187-4238-bebe-da1726b75b14\", \"d5900a4f-ab92-4a0c-bd98-9cd8c0875d15\"], \"total_duration\": 11555.0, \"total_sessions\": 8, \"mean_week_duration\": 103.17}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me regarding 2 users who have sessions summation strictly bigger than 5 and smaller than 10 also put to use sorting by city name in ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"67152\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"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 Jose\", \"datetimes\": [\"2020-03-07 22:10:20.000000+00:00\", \"2021-06-24 01:35:34.000000+00:00\"], \"session_ids\": [\"82decbd3-47bc-4b5b-97f2-bf0da7c78146\", \"832cc03c-75af-471c-95f6-98714da1ba66\"], \"total_duration\": 263.0, \"total_sessions\": 2, \"mean_week_duration\": 3.868}, \"93037\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-01-07 21:18:33.000000+00:00\", \"2019-11-27 03:49:15.000000+00:00\", \"2020-01-02 20:06:45.000000+00:00\", \"2021-03-18 10:07:48.000000+00:00\", \"2022-02-22 21:56:30.000000+00:00\"], \"session_ids\": [\"085e4a5a-d34b-494e-b019-993049c08341\", \"9403fc5a-fdd0-4715-927f-e7f1b8c7f796\", \"5d145a9b-c568-4c3a-af68-587fc667bb49\", \"f7eccfd9-60e9-48b7-b07b-19ad9aa47870\", \"e86d6614-a6c7-4981-b5ef-4982faf5d85f\"], \"total_duration\": 2371.0, \"total_sessions\": 5, \"mean_week_duration\": 14.546}, \"51087\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-07-27 02:56:42.000000+00:00\", \"2022-11-20 15:19:31.000000+00:00\"], \"session_ids\": [\"cc7ff217-7ab7-43f5-bb16-22bd04764d83\", \"a82bf82e-6bca-4e5e-8201-1ad8266cf196\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.232}, \"11753\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-08 21:01:04.000000+00:00\", \"2022-11-06 13:15:07.000000+00:00\"], \"session_ids\": [\"d4ff3e66-34c4-4750-ad5a-4e331e71b475\", \"a3cfb238-d460-4075-85be-6dfd39602e9f\"], \"total_duration\": 388.0, \"total_sessions\": 2, \"mean_week_duration\": 9.023}, \"5608\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-05-04 18:18:59.000000+00:00\", \"2020-10-18 14:47:12.000000+00:00\", \"2019-08-09 11:51:38.000000+00:00\", \"2020-11-09 07:22:20.000000+00:00\", \"2019-02-04 07:44:01.000000+00:00\", \"2021-12-22 04:29:00.000000+00:00\", \"2021-06-04 18:56:04.000000+00:00\", \"2021-07-21 02:40:16.000000+00:00\"], \"session_ids\": [\"4e581174-6261-476c-bd7d-84088f6dcd34\", \"6408336a-7826-4e25-87f5-e2be99b7a677\", \"3b715b07-8747-4c73-9b0b-9c6308de59a6\", \"f50e05ef-3933-4088-bd99-e1393da13370\", \"e362c06a-3d31-442c-928c-76566188a207\", \"bb4b3fa4-2960-4fb8-8fff-b95415a4c9d5\", \"bf92a50b-de1c-49d7-a2ad-901520eb5515\", \"f751d587-239b-484e-be4a-d8d2ae21b30c\"], \"total_duration\": 13111.0, \"total_sessions\": 8, \"mean_week_duration\": 77.124}, \"40765\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-07-17 18:07:46.000000+00:00\", \"2021-01-16 00:50:53.000000+00:00\", \"2022-09-20 22:33:06.000000+00:00\", \"2021-08-26 02:32:14.000000+00:00\"], \"session_ids\": [\"3ff53de4-3da8-4d69-8b83-fe679a300cbd\", \"5401e73d-348e-443e-ac79-cff69edbf975\", \"fef9be0a-eafd-48c6-95a6-f38e4f1c5dc1\", \"12475f38-c487-43a7-969e-979465180893\"], \"total_duration\": 544.0, \"total_sessions\": 4, \"mean_week_duration\": 6.182}, \"89659\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-07-24 09:24:07.000000+00:00\", \"2021-12-23 16:59:46.000000+00:00\"], \"session_ids\": [\"e20307f7-d0c7-48f2-a7fe-9e6e53613d86\", \"cd9ed16c-9b3d-42c4-aab5-e211f71dd165\"], \"total_duration\": 342.0, \"total_sessions\": 2, \"mean_week_duration\": 11.032}, \"91573\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-08-26 06:29:50.000000+00:00\", \"2022-01-13 09:44:28.000000+00:00\", \"2019-01-14 01:59:31.000000+00:00\", \"2021-11-03 03:49:54.000000+00:00\", \"2022-01-03 15:46:40.000000+00:00\", \"2021-02-09 02:36:42.000000+00:00\", \"2021-01-10 07:53:55.000000+00:00\", \"2021-04-24 11:33:52.000000+00:00\", \"2021-07-09 02:47:33.000000+00:00\", \"2019-12-23 18:48:07.000000+00:00\"], \"session_ids\": [\"156eedc5-6440-4123-bf86-718e431e42f0\", \"e109bb54-88b0-4ec5-ae46-a0311d97dce0\", \"f24a4ab3-80c5-46b9-9483-f50db3f3d426\", \"d75bf3ef-ab80-42f9-80f6-c7114795de3c\", \"362fa58c-e639-4603-9552-f9d5172178a8\", \"c8aa5f54-163f-4f9f-a063-d3ed14d5cd07\", \"4e92bf8e-0855-4caa-8239-f725d2e84d4c\", \"995310ac-c808-47d1-83f2-64b0d93c040d\", \"0dd7cbd5-1622-475a-abd8-7014796dd22a\", \"38016fbf-1ba3-42d3-a3d9-01e20a1eb803\"], \"total_duration\": 22153.0, \"total_sessions\": 10, \"mean_week_duration\": 141.102}, \"46987\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-02-13 12:31:59.000000+00:00\", \"2023-05-06 02:39:34.000000+00:00\", \"2022-05-07 22:09:20.000000+00:00\", \"2020-02-06 12:42:52.000000+00:00\"], \"session_ids\": [\"10034d03-c641-4047-9e93-987775ea522d\", \"14882ca8-ca43-4715-b2e7-f978c0f26d44\", \"e79ff2b2-1abf-4504-a211-17e2e85c0f9a\", \"7f6f7e55-6b3b-40a0-8e76-a9ded46fe320\"], \"total_duration\": 47.0, \"total_sessions\": 4, \"mean_week_duration\": 0.276}, \"65833\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-31 01:07:38.000000+00:00\", \"2019-06-27 06:55:37.000000+00:00\", \"2020-05-12 09:53:04.000000+00:00\", \"2019-07-22 15:55:39.000000+00:00\", \"2019-10-20 16:11:33.000000+00:00\", \"2020-07-28 03:30:36.000000+00:00\", \"2019-05-17 04:26:03.000000+00:00\", \"2020-04-07 02:22:18.000000+00:00\", \"2021-01-17 15:19:32.000000+00:00\", \"2020-03-08 20:00:40.000000+00:00\"], \"session_ids\": [\"0da24029-ed4b-47ec-abc9-ae6828a09ac8\", \"71f2f5a3-ed15-42e2-b68c-59a1f93c96b0\", \"7e619a44-a9b6-4664-9788-1119e053a98e\", \"90f9c728-5273-4041-90c9-1ebd89b630ce\", \"766595ec-7ef7-488d-81c9-38b088778c63\", \"5424d16f-2061-4f9a-b9ee-0f167fe0ad18\", \"78f33554-bf4b-45ab-b294-7491021045b8\", \"f984d27e-6554-488e-b2e9-c2dcc1e8b5a5\", \"f0b07da8-f758-4d48-b26a-8a7a5055ac8a\", \"1f6001e9-d69c-4cc7-b5f0-58173bd5e563\"], \"total_duration\": 22368.0, \"total_sessions\": 10, \"mean_week_duration\": 173.395}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are greater than 5 and are equal or less than 10"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[5, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"5608\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-05-04 18:18:59.000000+00:00\", \"2020-10-18 14:47:12.000000+00:00\", \"2019-08-09 11:51:38.000000+00:00\", \"2020-11-09 07:22:20.000000+00:00\", \"2019-02-04 07:44:01.000000+00:00\", \"2021-12-22 04:29:00.000000+00:00\", \"2021-06-04 18:56:04.000000+00:00\", \"2021-07-21 02:40:16.000000+00:00\"], \"session_ids\": [\"4e581174-6261-476c-bd7d-84088f6dcd34\", \"6408336a-7826-4e25-87f5-e2be99b7a677\", \"3b715b07-8747-4c73-9b0b-9c6308de59a6\", \"f50e05ef-3933-4088-bd99-e1393da13370\", \"e362c06a-3d31-442c-928c-76566188a207\", \"bb4b3fa4-2960-4fb8-8fff-b95415a4c9d5\", \"bf92a50b-de1c-49d7-a2ad-901520eb5515\", \"f751d587-239b-484e-be4a-d8d2ae21b30c\"], \"total_duration\": 13111.0, \"total_sessions\": 8, \"mean_week_duration\": 77.124}, \"91573\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-08-26 06:29:50.000000+00:00\", \"2022-01-13 09:44:28.000000+00:00\", \"2019-01-14 01:59:31.000000+00:00\", \"2021-11-03 03:49:54.000000+00:00\", \"2022-01-03 15:46:40.000000+00:00\", \"2021-02-09 02:36:42.000000+00:00\", \"2021-01-10 07:53:55.000000+00:00\", \"2021-04-24 11:33:52.000000+00:00\", \"2021-07-09 02:47:33.000000+00:00\", \"2019-12-23 18:48:07.000000+00:00\"], \"session_ids\": [\"156eedc5-6440-4123-bf86-718e431e42f0\", \"e109bb54-88b0-4ec5-ae46-a0311d97dce0\", \"f24a4ab3-80c5-46b9-9483-f50db3f3d426\", \"d75bf3ef-ab80-42f9-80f6-c7114795de3c\", \"362fa58c-e639-4603-9552-f9d5172178a8\", \"c8aa5f54-163f-4f9f-a063-d3ed14d5cd07\", \"4e92bf8e-0855-4caa-8239-f725d2e84d4c\", \"995310ac-c808-47d1-83f2-64b0d93c040d\", \"0dd7cbd5-1622-475a-abd8-7014796dd22a\", \"38016fbf-1ba3-42d3-a3d9-01e20a1eb803\"], \"total_duration\": 22153.0, \"total_sessions\": 10, \"mean_week_duration\": 141.102}, \"65833\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-31 01:07:38.000000+00:00\", \"2019-06-27 06:55:37.000000+00:00\", \"2020-05-12 09:53:04.000000+00:00\", \"2019-07-22 15:55:39.000000+00:00\", \"2019-10-20 16:11:33.000000+00:00\", \"2020-07-28 03:30:36.000000+00:00\", \"2019-05-17 04:26:03.000000+00:00\", \"2020-04-07 02:22:18.000000+00:00\", \"2021-01-17 15:19:32.000000+00:00\", \"2020-03-08 20:00:40.000000+00:00\"], \"session_ids\": [\"0da24029-ed4b-47ec-abc9-ae6828a09ac8\", \"71f2f5a3-ed15-42e2-b68c-59a1f93c96b0\", \"7e619a44-a9b6-4664-9788-1119e053a98e\", \"90f9c728-5273-4041-90c9-1ebd89b630ce\", \"766595ec-7ef7-488d-81c9-38b088778c63\", \"5424d16f-2061-4f9a-b9ee-0f167fe0ad18\", \"78f33554-bf4b-45ab-b294-7491021045b8\", \"f984d27e-6554-488e-b2e9-c2dcc1e8b5a5\", \"f0b07da8-f758-4d48-b26a-8a7a5055ac8a\", \"1f6001e9-d69c-4cc7-b5f0-58173bd5e563\"], \"total_duration\": 22368.0, \"total_sessions\": 10, \"mean_week_duration\": 173.395}}\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[{\"91573\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-08-26 06:29:50.000000+00:00\", \"2022-01-13 09:44:28.000000+00:00\", \"2019-01-14 01:59:31.000000+00:00\", \"2021-11-03 03:49:54.000000+00:00\", \"2022-01-03 15:46:40.000000+00:00\", \"2021-02-09 02:36:42.000000+00:00\", \"2021-01-10 07:53:55.000000+00:00\", \"2021-04-24 11:33:52.000000+00:00\", \"2021-07-09 02:47:33.000000+00:00\", \"2019-12-23 18:48:07.000000+00:00\"], \"session_ids\": [\"156eedc5-6440-4123-bf86-718e431e42f0\", \"e109bb54-88b0-4ec5-ae46-a0311d97dce0\", \"f24a4ab3-80c5-46b9-9483-f50db3f3d426\", \"d75bf3ef-ab80-42f9-80f6-c7114795de3c\", \"362fa58c-e639-4603-9552-f9d5172178a8\", \"c8aa5f54-163f-4f9f-a063-d3ed14d5cd07\", \"4e92bf8e-0855-4caa-8239-f725d2e84d4c\", \"995310ac-c808-47d1-83f2-64b0d93c040d\", \"0dd7cbd5-1622-475a-abd8-7014796dd22a\", \"38016fbf-1ba3-42d3-a3d9-01e20a1eb803\"], \"total_duration\": 22153.0, \"total_sessions\": 10, \"mean_week_duration\": 141.102}}, {\"65833\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-31 01:07:38.000000+00:00\", \"2019-06-27 06:55:37.000000+00:00\", \"2020-05-12 09:53:04.000000+00:00\", \"2019-07-22 15:55:39.000000+00:00\", \"2019-10-20 16:11:33.000000+00:00\", \"2020-07-28 03:30:36.000000+00:00\", \"2019-05-17 04:26:03.000000+00:00\", \"2020-04-07 02:22:18.000000+00:00\", \"2021-01-17 15:19:32.000000+00:00\", \"2020-03-08 20:00:40.000000+00:00\"], \"session_ids\": [\"0da24029-ed4b-47ec-abc9-ae6828a09ac8\", \"71f2f5a3-ed15-42e2-b68c-59a1f93c96b0\", \"7e619a44-a9b6-4664-9788-1119e053a98e\", \"90f9c728-5273-4041-90c9-1ebd89b630ce\", \"766595ec-7ef7-488d-81c9-38b088778c63\", \"5424d16f-2061-4f9a-b9ee-0f167fe0ad18\", \"78f33554-bf4b-45ab-b294-7491021045b8\", \"f984d27e-6554-488e-b2e9-c2dcc1e8b5a5\", \"f0b07da8-f758-4d48-b26a-8a7a5055ac8a\", \"1f6001e9-d69c-4cc7-b5f0-58173bd5e563\"], \"total_duration\": 22368.0, \"total_sessions\": 10, \"mean_week_duration\": 173.395}}, {\"5608\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-05-04 18:18:59.000000+00:00\", \"2020-10-18 14:47:12.000000+00:00\", \"2019-08-09 11:51:38.000000+00:00\", \"2020-11-09 07:22:20.000000+00:00\", \"2019-02-04 07:44:01.000000+00:00\", \"2021-12-22 04:29:00.000000+00:00\", \"2021-06-04 18:56:04.000000+00:00\", \"2021-07-21 02:40:16.000000+00:00\"], \"session_ids\": [\"4e581174-6261-476c-bd7d-84088f6dcd34\", \"6408336a-7826-4e25-87f5-e2be99b7a677\", \"3b715b07-8747-4c73-9b0b-9c6308de59a6\", \"f50e05ef-3933-4088-bd99-e1393da13370\", \"e362c06a-3d31-442c-928c-76566188a207\", \"bb4b3fa4-2960-4fb8-8fff-b95415a4c9d5\", \"bf92a50b-de1c-49d7-a2ad-901520eb5515\", \"f751d587-239b-484e-be4a-d8d2ae21b30c\"], \"total_duration\": 13111.0, \"total_sessions\": 8, \"mean_week_duration\": 77.124}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"91573\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-08-26 06:29:50.000000+00:00\", \"2022-01-13 09:44:28.000000+00:00\", \"2019-01-14 01:59:31.000000+00:00\", \"2021-11-03 03:49:54.000000+00:00\", \"2022-01-03 15:46:40.000000+00:00\", \"2021-02-09 02:36:42.000000+00:00\", \"2021-01-10 07:53:55.000000+00:00\", \"2021-04-24 11:33:52.000000+00:00\", \"2021-07-09 02:47:33.000000+00:00\", \"2019-12-23 18:48:07.000000+00:00\"], \"session_ids\": [\"156eedc5-6440-4123-bf86-718e431e42f0\", \"e109bb54-88b0-4ec5-ae46-a0311d97dce0\", \"f24a4ab3-80c5-46b9-9483-f50db3f3d426\", \"d75bf3ef-ab80-42f9-80f6-c7114795de3c\", \"362fa58c-e639-4603-9552-f9d5172178a8\", \"c8aa5f54-163f-4f9f-a063-d3ed14d5cd07\", \"4e92bf8e-0855-4caa-8239-f725d2e84d4c\", \"995310ac-c808-47d1-83f2-64b0d93c040d\", \"0dd7cbd5-1622-475a-abd8-7014796dd22a\", \"38016fbf-1ba3-42d3-a3d9-01e20a1eb803\"], \"total_duration\": 22153.0, \"total_sessions\": 10, \"mean_week_duration\": 141.102}}, {\"65833\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-31 01:07:38.000000+00:00\", \"2019-06-27 06:55:37.000000+00:00\", \"2020-05-12 09:53:04.000000+00:00\", \"2019-07-22 15:55:39.000000+00:00\", \"2019-10-20 16:11:33.000000+00:00\", \"2020-07-28 03:30:36.000000+00:00\", \"2019-05-17 04:26:03.000000+00:00\", \"2020-04-07 02:22:18.000000+00:00\", \"2021-01-17 15:19:32.000000+00:00\", \"2020-03-08 20:00:40.000000+00:00\"], \"session_ids\": [\"0da24029-ed4b-47ec-abc9-ae6828a09ac8\", \"71f2f5a3-ed15-42e2-b68c-59a1f93c96b0\", \"7e619a44-a9b6-4664-9788-1119e053a98e\", \"90f9c728-5273-4041-90c9-1ebd89b630ce\", \"766595ec-7ef7-488d-81c9-38b088778c63\", \"5424d16f-2061-4f9a-b9ee-0f167fe0ad18\", \"78f33554-bf4b-45ab-b294-7491021045b8\", \"f984d27e-6554-488e-b2e9-c2dcc1e8b5a5\", \"f0b07da8-f758-4d48-b26a-8a7a5055ac8a\", \"1f6001e9-d69c-4cc7-b5f0-58173bd5e563\"], \"total_duration\": 22368.0, \"total_sessions\": 10, \"mean_week_duration\": 173.395}}]\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[{\"91573\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-08-26 06:29:50.000000+00:00\", \"2022-01-13 09:44:28.000000+00:00\", \"2019-01-14 01:59:31.000000+00:00\", \"2021-11-03 03:49:54.000000+00:00\", \"2022-01-03 15:46:40.000000+00:00\", \"2021-02-09 02:36:42.000000+00:00\", \"2021-01-10 07:53:55.000000+00:00\", \"2021-04-24 11:33:52.000000+00:00\", \"2021-07-09 02:47:33.000000+00:00\", \"2019-12-23 18:48:07.000000+00:00\"], \"session_ids\": [\"156eedc5-6440-4123-bf86-718e431e42f0\", \"e109bb54-88b0-4ec5-ae46-a0311d97dce0\", \"f24a4ab3-80c5-46b9-9483-f50db3f3d426\", \"d75bf3ef-ab80-42f9-80f6-c7114795de3c\", \"362fa58c-e639-4603-9552-f9d5172178a8\", \"c8aa5f54-163f-4f9f-a063-d3ed14d5cd07\", \"4e92bf8e-0855-4caa-8239-f725d2e84d4c\", \"995310ac-c808-47d1-83f2-64b0d93c040d\", \"0dd7cbd5-1622-475a-abd8-7014796dd22a\", \"38016fbf-1ba3-42d3-a3d9-01e20a1eb803\"], \"total_duration\": 22153.0, \"total_sessions\": 10, \"mean_week_duration\": 141.102}}, {\"65833\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-31 01:07:38.000000+00:00\", \"2019-06-27 06:55:37.000000+00:00\", \"2020-05-12 09:53:04.000000+00:00\", \"2019-07-22 15:55:39.000000+00:00\", \"2019-10-20 16:11:33.000000+00:00\", \"2020-07-28 03:30:36.000000+00:00\", \"2019-05-17 04:26:03.000000+00:00\", \"2020-04-07 02:22:18.000000+00:00\", \"2021-01-17 15:19:32.000000+00:00\", \"2020-03-08 20:00:40.000000+00:00\"], \"session_ids\": [\"0da24029-ed4b-47ec-abc9-ae6828a09ac8\", \"71f2f5a3-ed15-42e2-b68c-59a1f93c96b0\", \"7e619a44-a9b6-4664-9788-1119e053a98e\", \"90f9c728-5273-4041-90c9-1ebd89b630ce\", \"766595ec-7ef7-488d-81c9-38b088778c63\", \"5424d16f-2061-4f9a-b9ee-0f167fe0ad18\", \"78f33554-bf4b-45ab-b294-7491021045b8\", \"f984d27e-6554-488e-b2e9-c2dcc1e8b5a5\", \"f0b07da8-f758-4d48-b26a-8a7a5055ac8a\", \"1f6001e9-d69c-4cc7-b5f0-58173bd5e563\"], \"total_duration\": 22368.0, \"total_sessions\": 10, \"mean_week_duration\": 173.395}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show 3 users to me with a duration summation that is higher than 380, exclusive 380 plus execute sorting by app usage time form the highest to the lowest , provide me only with 4 pieces of data."
}
] |
[
{
"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{\"73309\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-05-06 12:38:57.000000+00:00\", \"2020-04-19 15:40:24.000000+00:00\"], \"session_ids\": [\"b7ba5a39-b5a8-4ee5-ba9a-9ba3199372ec\", \"b4dfdc78-4ad1-4f49-a058-a1d991d2575b\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.178}, \"25142\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-12-29 12:23:21.000000+00:00\", \"2019-10-23 00:06:03.000000+00:00\"], \"session_ids\": [\"ab0e6e57-3b33-4d3d-9e2f-e5f5b4822441\", \"b6e8bfd9-6c52-4be2-87cb-d42dbeb79541\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 22.6}, \"42611\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-09-13 09:15:19.000000+00:00\", \"2022-01-15 10:58:29.000000+00:00\"], \"session_ids\": [\"ca6c8a24-d0d9-4652-8a49-a2568d5c4864\", \"4db2a0dd-913a-497f-95dd-39cdeb0bdeb3\"], \"total_duration\": 211.0, \"total_sessions\": 2, \"mean_week_duration\": 6.029}, \"92386\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-24 08:02:27.000000+00:00\", \"2022-05-13 02:41:11.000000+00:00\", \"2019-09-26 13:30:22.000000+00:00\", \"2020-10-08 23:35:22.000000+00:00\", \"2019-01-31 03:34:37.000000+00:00\", \"2022-12-21 20:01:37.000000+00:00\", \"2021-03-31 19:33:30.000000+00:00\"], \"session_ids\": [\"707acdb2-6c0a-4aa7-b59a-6c081b957b16\", \"8876d27b-8fc0-4842-b96a-09ddbcf118c7\", \"d6225ef2-e69b-4b43-ae33-43ed6aaa451e\", \"3a21eef5-94da-4285-87aa-821fac78ec3b\", \"506777d7-4590-4d06-ba7b-efaeee961f38\", \"56771594-1e66-4fbe-a03a-511376829915\", \"411b98e6-50f7-48eb-8b58-2e0cb0c411cd\"], \"total_duration\": 125.0, \"total_sessions\": 7, \"mean_week_duration\": 0.556}, \"32295\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-10 09:58:25.000000+00:00\", \"2021-02-15 18:14:47.000000+00:00\", \"2022-10-21 04:30:12.000000+00:00\", \"2021-01-29 16:07:53.000000+00:00\"], \"session_ids\": [\"7ca721f8-a9ca-4028-a46f-cf85b83d67e8\", \"7105a3c6-2a37-4bf9-b285-05397e8bc341\", \"0fd1efb2-e124-424c-bb31-b954798dc4ab\", \"42119683-3004-47fb-8ec8-ff2e5e952456\"], \"total_duration\": 1948.0, \"total_sessions\": 4, \"mean_week_duration\": 16.37}, \"28624\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-01-09 09:27:54.000000+00:00\", \"2022-11-07 22:20:41.000000+00:00\"], \"session_ids\": [\"8cbafee1-a368-40c7-b16a-65e787a1496c\", \"5dde8a4a-b32f-4799-a843-809c2d16fc2f\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.115}, \"62260\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-28 00:32:49.000000+00:00\", \"2022-11-25 09:18:54.000000+00:00\", \"2022-10-05 22:32:31.000000+00:00\"], \"session_ids\": [\"432debd1-4cd7-43d6-b3b3-d5ab7395c4da\", \"4244560a-f294-4fd5-b756-bbd6e8e3f0ff\", \"2a44428f-b76e-45c7-8bac-89920ee7d2f8\"], \"total_duration\": 87.0, \"total_sessions\": 3, \"mean_week_duration\": 1.048}, \"65784\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-04-12 07:26:49.000000+00:00\", \"2023-05-03 01:17:34.000000+00:00\"], \"session_ids\": [\"4a7d41fe-cb4d-4509-819d-e812422e6d6d\", \"28b665f8-2416-4ac8-b7c8-53bc826716c1\"], \"total_duration\": 223.0, \"total_sessions\": 2, \"mean_week_duration\": 2.065}, \"89035\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-01-13 14:06:04.000000+00:00\", \"2020-10-28 07:54:02.000000+00:00\"], \"session_ids\": [\"e53f3fc7-45e2-4283-bb53-de875844d830\", \"c3e35e8a-1289-4ef9-9ac9-29ae5a0cc7c6\"], \"total_duration\": 395.0, \"total_sessions\": 2, \"mean_week_duration\": 4.202}, \"91065\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-03-13 23:32:05.000000+00:00\", \"2022-01-16 06:23:40.000000+00:00\", \"2022-11-08 00:05:37.000000+00:00\", \"2022-08-08 06:13:34.000000+00:00\", \"2019-08-19 18:30:47.000000+00:00\", \"2020-02-16 19:17:07.000000+00:00\", \"2023-06-24 21:13:23.000000+00:00\", \"2022-02-15 14:34:22.000000+00:00\", \"2021-09-12 09:19:13.000000+00:00\", \"2021-07-06 09:31:40.000000+00:00\"], \"session_ids\": [\"0e1b254b-ba44-4ac7-b82c-725f8977900c\", \"b906c505-1b86-498b-bfbf-81196bf1ed67\", \"b1f9aa18-c814-4147-82d2-aa68759519c5\", \"cf0b7818-beda-44b9-9a4c-1e67bdb37583\", \"da52474d-990a-45e4-b885-28d3b2ac24c5\", \"5e8f0678-ca87-4acd-872b-53ef6d5fd310\", \"785c6a52-2c67-4016-9e9c-8130b7d17d51\", \"ec53d550-baf2-4cf2-91d3-e0a6b9f479ba\", \"341e0f5f-e080-43d2-8ef3-b75300bae054\", \"cd8ef165-c6d2-46dd-b3d3-8f0756e3d0b9\"], \"total_duration\": 32211.0, \"total_sessions\": 10, \"mean_week_duration\": 143.799}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are greater than 380"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\"]]}, \"all_values\": {\"total_duration\": [[380, 4796]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"32295\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-10 09:58:25.000000+00:00\", \"2021-02-15 18:14:47.000000+00:00\", \"2022-10-21 04:30:12.000000+00:00\", \"2021-01-29 16:07:53.000000+00:00\"], \"session_ids\": [\"7ca721f8-a9ca-4028-a46f-cf85b83d67e8\", \"7105a3c6-2a37-4bf9-b285-05397e8bc341\", \"0fd1efb2-e124-424c-bb31-b954798dc4ab\", \"42119683-3004-47fb-8ec8-ff2e5e952456\"], \"total_duration\": 1948.0, \"total_sessions\": 4, \"mean_week_duration\": 16.37}, \"89035\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-01-13 14:06:04.000000+00:00\", \"2020-10-28 07:54:02.000000+00:00\"], \"session_ids\": [\"e53f3fc7-45e2-4283-bb53-de875844d830\", \"c3e35e8a-1289-4ef9-9ac9-29ae5a0cc7c6\"], \"total_duration\": 395.0, \"total_sessions\": 2, \"mean_week_duration\": 4.202}, \"91065\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-03-13 23:32:05.000000+00:00\", \"2022-01-16 06:23:40.000000+00:00\", \"2022-11-08 00:05:37.000000+00:00\", \"2022-08-08 06:13:34.000000+00:00\", \"2019-08-19 18:30:47.000000+00:00\", \"2020-02-16 19:17:07.000000+00:00\", \"2023-06-24 21:13:23.000000+00:00\", \"2022-02-15 14:34:22.000000+00:00\", \"2021-09-12 09:19:13.000000+00:00\", \"2021-07-06 09:31:40.000000+00:00\"], \"session_ids\": [\"0e1b254b-ba44-4ac7-b82c-725f8977900c\", \"b906c505-1b86-498b-bfbf-81196bf1ed67\", \"b1f9aa18-c814-4147-82d2-aa68759519c5\", \"cf0b7818-beda-44b9-9a4c-1e67bdb37583\", \"da52474d-990a-45e4-b885-28d3b2ac24c5\", \"5e8f0678-ca87-4acd-872b-53ef6d5fd310\", \"785c6a52-2c67-4016-9e9c-8130b7d17d51\", \"ec53d550-baf2-4cf2-91d3-e0a6b9f479ba\", \"341e0f5f-e080-43d2-8ef3-b75300bae054\", \"cd8ef165-c6d2-46dd-b3d3-8f0756e3d0b9\"], \"total_duration\": 32211.0, \"total_sessions\": 10, \"mean_week_duration\": 143.799}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"91065\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-03-13 23:32:05.000000+00:00\", \"2022-01-16 06:23:40.000000+00:00\", \"2022-11-08 00:05:37.000000+00:00\", \"2022-08-08 06:13:34.000000+00:00\", \"2019-08-19 18:30:47.000000+00:00\", \"2020-02-16 19:17:07.000000+00:00\", \"2023-06-24 21:13:23.000000+00:00\", \"2022-02-15 14:34:22.000000+00:00\", \"2021-09-12 09:19:13.000000+00:00\", \"2021-07-06 09:31:40.000000+00:00\"], \"session_ids\": [\"0e1b254b-ba44-4ac7-b82c-725f8977900c\", \"b906c505-1b86-498b-bfbf-81196bf1ed67\", \"b1f9aa18-c814-4147-82d2-aa68759519c5\", \"cf0b7818-beda-44b9-9a4c-1e67bdb37583\", \"da52474d-990a-45e4-b885-28d3b2ac24c5\", \"5e8f0678-ca87-4acd-872b-53ef6d5fd310\", \"785c6a52-2c67-4016-9e9c-8130b7d17d51\", \"ec53d550-baf2-4cf2-91d3-e0a6b9f479ba\", \"341e0f5f-e080-43d2-8ef3-b75300bae054\", \"cd8ef165-c6d2-46dd-b3d3-8f0756e3d0b9\"], \"total_duration\": 32211.0, \"total_sessions\": 10, \"mean_week_duration\": 143.799}}, {\"32295\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-10 09:58:25.000000+00:00\", \"2021-02-15 18:14:47.000000+00:00\", \"2022-10-21 04:30:12.000000+00:00\", \"2021-01-29 16:07:53.000000+00:00\"], \"session_ids\": [\"7ca721f8-a9ca-4028-a46f-cf85b83d67e8\", \"7105a3c6-2a37-4bf9-b285-05397e8bc341\", \"0fd1efb2-e124-424c-bb31-b954798dc4ab\", \"42119683-3004-47fb-8ec8-ff2e5e952456\"], \"total_duration\": 1948.0, \"total_sessions\": 4, \"mean_week_duration\": 16.37}}, {\"89035\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-01-13 14:06:04.000000+00:00\", \"2020-10-28 07:54:02.000000+00:00\"], \"session_ids\": [\"e53f3fc7-45e2-4283-bb53-de875844d830\", \"c3e35e8a-1289-4ef9-9ac9-29ae5a0cc7c6\"], \"total_duration\": 395.0, \"total_sessions\": 2, \"mean_week_duration\": 4.202}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 4 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"91065\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-03-13 23:32:05.000000+00:00\", \"2022-01-16 06:23:40.000000+00:00\", \"2022-11-08 00:05:37.000000+00:00\", \"2022-08-08 06:13:34.000000+00:00\", \"2019-08-19 18:30:47.000000+00:00\", \"2020-02-16 19:17:07.000000+00:00\", \"2023-06-24 21:13:23.000000+00:00\", \"2022-02-15 14:34:22.000000+00:00\", \"2021-09-12 09:19:13.000000+00:00\", \"2021-07-06 09:31:40.000000+00:00\"], \"session_ids\": [\"0e1b254b-ba44-4ac7-b82c-725f8977900c\", \"b906c505-1b86-498b-bfbf-81196bf1ed67\", \"b1f9aa18-c814-4147-82d2-aa68759519c5\", \"cf0b7818-beda-44b9-9a4c-1e67bdb37583\", \"da52474d-990a-45e4-b885-28d3b2ac24c5\", \"5e8f0678-ca87-4acd-872b-53ef6d5fd310\", \"785c6a52-2c67-4016-9e9c-8130b7d17d51\", \"ec53d550-baf2-4cf2-91d3-e0a6b9f479ba\", \"341e0f5f-e080-43d2-8ef3-b75300bae054\", \"cd8ef165-c6d2-46dd-b3d3-8f0756e3d0b9\"], \"total_duration\": 32211.0, \"total_sessions\": 10, \"mean_week_duration\": 143.799}}, {\"32295\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-10 09:58:25.000000+00:00\", \"2021-02-15 18:14:47.000000+00:00\", \"2022-10-21 04:30:12.000000+00:00\", \"2021-01-29 16:07:53.000000+00:00\"], \"session_ids\": [\"7ca721f8-a9ca-4028-a46f-cf85b83d67e8\", \"7105a3c6-2a37-4bf9-b285-05397e8bc341\", \"0fd1efb2-e124-424c-bb31-b954798dc4ab\", \"42119683-3004-47fb-8ec8-ff2e5e952456\"], \"total_duration\": 1948.0, \"total_sessions\": 4, \"mean_week_duration\": 16.37}}, {\"89035\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-01-13 14:06:04.000000+00:00\", \"2020-10-28 07:54:02.000000+00:00\"], \"session_ids\": [\"e53f3fc7-45e2-4283-bb53-de875844d830\", \"c3e35e8a-1289-4ef9-9ac9-29ae5a0cc7c6\"], \"total_duration\": 395.0, \"total_sessions\": 2, \"mean_week_duration\": 4.202}}]\n```\n"
}
] |
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