conversations
list |
|---|
[
{
"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{\"36395\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-09-19 11:32:37.000000+00:00\", \"2020-10-26 04:34:59.000000+00:00\"], \"session_ids\": [\"2c572da6-2d02-4718-893e-26f719719726\", \"3988c28e-86c4-4f59-a4a6-e51b89ca8282\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.909}, \"43267\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-03-12 23:58:21.000000+00:00\", \"2020-06-15 18:30:15.000000+00:00\"], \"session_ids\": [\"9909384c-b425-4391-b63f-741843dee505\", \"dd6c65b5-683e-499c-b570-6c9daa362aea\"], \"total_duration\": 405.0, \"total_sessions\": 2, \"mean_week_duration\": 6.136}, \"47749\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-05-25 21:39:01.000000+00:00\", \"2019-11-30 07:25:52.000000+00:00\"], \"session_ids\": [\"8e249d36-940a-46e0-a7fd-8bdb9f152721\", \"3445be51-4940-4f3c-8193-947738e6d8c1\"], \"total_duration\": 217.0, \"total_sessions\": 2, \"mean_week_duration\": 8.346}, \"14721\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-27 05:59:13.000000+00:00\", \"2022-05-19 21:12:11.000000+00:00\", \"2023-05-05 09:15:09.000000+00:00\"], \"session_ids\": [\"3d3c8bbb-c3fc-46b9-8729-c2358624e6c2\", \"c26f8d0a-48f4-41ac-a6e2-ddb86520532a\", \"1227985b-c2c8-490e-890d-d5e20b444c9e\"], \"total_duration\": 803.0, \"total_sessions\": 3, \"mean_week_duration\": 4.808}, \"11830\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-10-22 17:40:25.000000+00:00\", \"2022-05-19 08:19:04.000000+00:00\"], \"session_ids\": [\"743534b7-a7fe-4cbf-b170-7b3f48dee574\", \"9f4a8e5e-a6ed-4e72-9e9e-599e28479944\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 1.896}, \"96126\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-08-20 21:37:28.000000+00:00\", \"2020-10-01 13:54:03.000000+00:00\"], \"session_ids\": [\"38d49d67-5b58-4ecd-83bd-be31aed2e912\", \"ca5cca3f-1be1-4340-a88f-8c3ce147afb4\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.362}, \"59083\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-08 20:12:44.000000+00:00\", \"2020-09-21 16:09:09.000000+00:00\", \"2022-04-27 21:18:35.000000+00:00\"], \"session_ids\": [\"5b2f080f-3f51-458f-9e91-bd45116199c7\", \"fe8b50ca-e986-4285-b708-f2f2b190328e\", \"64085729-d360-450e-a739-44d24f27b6da\"], \"total_duration\": 60.0, \"total_sessions\": 3, \"mean_week_duration\": 0.714}, \"96801\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-11-22 19:37:45.000000+00:00\", \"2019-07-19 13:47:54.000000+00:00\"], \"session_ids\": [\"df5aa0c1-d4e0-43e9-a0bd-041ed1bd6fe7\", \"3f860d23-85dd-4718-a0c4-a28e7af0dbdc\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.317}, \"74334\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-09-29 13:14:59.000000+00:00\", \"2019-06-26 14:43:00.000000+00:00\", \"2021-06-24 11:11:02.000000+00:00\", \"2022-05-09 15:52:41.000000+00:00\"], \"session_ids\": [\"55b9ed9e-3a65-455d-8f0b-7bf939e795c6\", \"0150ea20-cde9-4afd-b303-7dd72bc6d644\", \"67a5afe5-9730-45e4-93e5-569538a09586\", \"551c880b-7929-417f-bcb7-3ba561796a0c\"], \"total_duration\": 33.0, \"total_sessions\": 4, \"mean_week_duration\": 0.194}, \"15661\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-11-26 06:59:06.000000+00:00\", \"2019-06-24 11:54:37.000000+00:00\", \"2021-12-01 19:46:11.000000+00:00\", \"2019-11-15 18:55:37.000000+00:00\"], \"session_ids\": [\"ee0fb61f-12a5-43df-87f9-4f124409a589\", \"7b8d14f5-a546-4bbe-aa1e-ae44c49051b1\", \"290962ff-dc72-4b59-82a3-12641c1de3f7\", \"4c81f2b9-ac7f-4f32-aff8-cc1b0c82751e\"], \"total_duration\": 110.0, \"total_sessions\": 4, \"mean_week_duration\": 0.859}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or less than 824"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\"]]}, \"all_values\": {\"total_duration\": [[824, 4752]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"36395\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-09-19 11:32:37.000000+00:00\", \"2020-10-26 04:34:59.000000+00:00\"], \"session_ids\": [\"2c572da6-2d02-4718-893e-26f719719726\", \"3988c28e-86c4-4f59-a4a6-e51b89ca8282\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.909}, \"43267\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-03-12 23:58:21.000000+00:00\", \"2020-06-15 18:30:15.000000+00:00\"], \"session_ids\": [\"9909384c-b425-4391-b63f-741843dee505\", \"dd6c65b5-683e-499c-b570-6c9daa362aea\"], \"total_duration\": 405.0, \"total_sessions\": 2, \"mean_week_duration\": 6.136}, \"47749\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-05-25 21:39:01.000000+00:00\", \"2019-11-30 07:25:52.000000+00:00\"], \"session_ids\": [\"8e249d36-940a-46e0-a7fd-8bdb9f152721\", \"3445be51-4940-4f3c-8193-947738e6d8c1\"], \"total_duration\": 217.0, \"total_sessions\": 2, \"mean_week_duration\": 8.346}, \"14721\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-27 05:59:13.000000+00:00\", \"2022-05-19 21:12:11.000000+00:00\", \"2023-05-05 09:15:09.000000+00:00\"], \"session_ids\": [\"3d3c8bbb-c3fc-46b9-8729-c2358624e6c2\", \"c26f8d0a-48f4-41ac-a6e2-ddb86520532a\", \"1227985b-c2c8-490e-890d-d5e20b444c9e\"], \"total_duration\": 803.0, \"total_sessions\": 3, \"mean_week_duration\": 4.808}, \"11830\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-10-22 17:40:25.000000+00:00\", \"2022-05-19 08:19:04.000000+00:00\"], \"session_ids\": [\"743534b7-a7fe-4cbf-b170-7b3f48dee574\", \"9f4a8e5e-a6ed-4e72-9e9e-599e28479944\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 1.896}, \"96126\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-08-20 21:37:28.000000+00:00\", \"2020-10-01 13:54:03.000000+00:00\"], \"session_ids\": [\"38d49d67-5b58-4ecd-83bd-be31aed2e912\", \"ca5cca3f-1be1-4340-a88f-8c3ce147afb4\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.362}, \"59083\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-08 20:12:44.000000+00:00\", \"2020-09-21 16:09:09.000000+00:00\", \"2022-04-27 21:18:35.000000+00:00\"], \"session_ids\": [\"5b2f080f-3f51-458f-9e91-bd45116199c7\", \"fe8b50ca-e986-4285-b708-f2f2b190328e\", \"64085729-d360-450e-a739-44d24f27b6da\"], \"total_duration\": 60.0, \"total_sessions\": 3, \"mean_week_duration\": 0.714}, \"96801\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-11-22 19:37:45.000000+00:00\", \"2019-07-19 13:47:54.000000+00:00\"], \"session_ids\": [\"df5aa0c1-d4e0-43e9-a0bd-041ed1bd6fe7\", \"3f860d23-85dd-4718-a0c4-a28e7af0dbdc\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.317}, \"74334\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-09-29 13:14:59.000000+00:00\", \"2019-06-26 14:43:00.000000+00:00\", \"2021-06-24 11:11:02.000000+00:00\", \"2022-05-09 15:52:41.000000+00:00\"], \"session_ids\": [\"55b9ed9e-3a65-455d-8f0b-7bf939e795c6\", \"0150ea20-cde9-4afd-b303-7dd72bc6d644\", \"67a5afe5-9730-45e4-93e5-569538a09586\", \"551c880b-7929-417f-bcb7-3ba561796a0c\"], \"total_duration\": 33.0, \"total_sessions\": 4, \"mean_week_duration\": 0.194}, \"15661\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-11-26 06:59:06.000000+00:00\", \"2019-06-24 11:54:37.000000+00:00\", \"2021-12-01 19:46:11.000000+00:00\", \"2019-11-15 18:55:37.000000+00:00\"], \"session_ids\": [\"ee0fb61f-12a5-43df-87f9-4f124409a589\", \"7b8d14f5-a546-4bbe-aa1e-ae44c49051b1\", \"290962ff-dc72-4b59-82a3-12641c1de3f7\", \"4c81f2b9-ac7f-4f32-aff8-cc1b0c82751e\"], \"total_duration\": 110.0, \"total_sessions\": 4, \"mean_week_duration\": 0.859}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"74334\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-09-29 13:14:59.000000+00:00\", \"2019-06-26 14:43:00.000000+00:00\", \"2021-06-24 11:11:02.000000+00:00\", \"2022-05-09 15:52:41.000000+00:00\"], \"session_ids\": [\"55b9ed9e-3a65-455d-8f0b-7bf939e795c6\", \"0150ea20-cde9-4afd-b303-7dd72bc6d644\", \"67a5afe5-9730-45e4-93e5-569538a09586\", \"551c880b-7929-417f-bcb7-3ba561796a0c\"], \"total_duration\": 33.0, \"total_sessions\": 4, \"mean_week_duration\": 0.194}}, {\"96801\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-11-22 19:37:45.000000+00:00\", \"2019-07-19 13:47:54.000000+00:00\"], \"session_ids\": [\"df5aa0c1-d4e0-43e9-a0bd-041ed1bd6fe7\", \"3f860d23-85dd-4718-a0c4-a28e7af0dbdc\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.317}}, {\"96126\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-08-20 21:37:28.000000+00:00\", \"2020-10-01 13:54:03.000000+00:00\"], \"session_ids\": [\"38d49d67-5b58-4ecd-83bd-be31aed2e912\", \"ca5cca3f-1be1-4340-a88f-8c3ce147afb4\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.362}}, {\"59083\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-08 20:12:44.000000+00:00\", \"2020-09-21 16:09:09.000000+00:00\", \"2022-04-27 21:18:35.000000+00:00\"], \"session_ids\": [\"5b2f080f-3f51-458f-9e91-bd45116199c7\", \"fe8b50ca-e986-4285-b708-f2f2b190328e\", \"64085729-d360-450e-a739-44d24f27b6da\"], \"total_duration\": 60.0, \"total_sessions\": 3, \"mean_week_duration\": 0.714}}, {\"15661\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-11-26 06:59:06.000000+00:00\", \"2019-06-24 11:54:37.000000+00:00\", \"2021-12-01 19:46:11.000000+00:00\", \"2019-11-15 18:55:37.000000+00:00\"], \"session_ids\": [\"ee0fb61f-12a5-43df-87f9-4f124409a589\", \"7b8d14f5-a546-4bbe-aa1e-ae44c49051b1\", \"290962ff-dc72-4b59-82a3-12641c1de3f7\", \"4c81f2b9-ac7f-4f32-aff8-cc1b0c82751e\"], \"total_duration\": 110.0, \"total_sessions\": 4, \"mean_week_duration\": 0.859}}, {\"36395\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-09-19 11:32:37.000000+00:00\", \"2020-10-26 04:34:59.000000+00:00\"], \"session_ids\": [\"2c572da6-2d02-4718-893e-26f719719726\", \"3988c28e-86c4-4f59-a4a6-e51b89ca8282\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.909}}, {\"11830\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-10-22 17:40:25.000000+00:00\", \"2022-05-19 08:19:04.000000+00:00\"], \"session_ids\": [\"743534b7-a7fe-4cbf-b170-7b3f48dee574\", \"9f4a8e5e-a6ed-4e72-9e9e-599e28479944\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 1.896}}, {\"14721\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-27 05:59:13.000000+00:00\", \"2022-05-19 21:12:11.000000+00:00\", \"2023-05-05 09:15:09.000000+00:00\"], \"session_ids\": [\"3d3c8bbb-c3fc-46b9-8729-c2358624e6c2\", \"c26f8d0a-48f4-41ac-a6e2-ddb86520532a\", \"1227985b-c2c8-490e-890d-d5e20b444c9e\"], \"total_duration\": 803.0, \"total_sessions\": 3, \"mean_week_duration\": 4.808}}, {\"43267\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-03-12 23:58:21.000000+00:00\", \"2020-06-15 18:30:15.000000+00:00\"], \"session_ids\": [\"9909384c-b425-4391-b63f-741843dee505\", \"dd6c65b5-683e-499c-b570-6c9daa362aea\"], \"total_duration\": 405.0, \"total_sessions\": 2, \"mean_week_duration\": 6.136}}, {\"47749\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-05-25 21:39:01.000000+00:00\", \"2019-11-30 07:25:52.000000+00:00\"], \"session_ids\": [\"8e249d36-940a-46e0-a7fd-8bdb9f152721\", \"3445be51-4940-4f3c-8193-947738e6d8c1\"], \"total_duration\": 217.0, \"total_sessions\": 2, \"mean_week_duration\": 8.346}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"74334\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-09-29 13:14:59.000000+00:00\", \"2019-06-26 14:43:00.000000+00:00\", \"2021-06-24 11:11:02.000000+00:00\", \"2022-05-09 15:52:41.000000+00:00\"], \"session_ids\": [\"55b9ed9e-3a65-455d-8f0b-7bf939e795c6\", \"0150ea20-cde9-4afd-b303-7dd72bc6d644\", \"67a5afe5-9730-45e4-93e5-569538a09586\", \"551c880b-7929-417f-bcb7-3ba561796a0c\"], \"total_duration\": 33.0, \"total_sessions\": 4, \"mean_week_duration\": 0.194}}, {\"96801\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-11-22 19:37:45.000000+00:00\", \"2019-07-19 13:47:54.000000+00:00\"], \"session_ids\": [\"df5aa0c1-d4e0-43e9-a0bd-041ed1bd6fe7\", \"3f860d23-85dd-4718-a0c4-a28e7af0dbdc\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.317}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"74334\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-09-29 13:14:59.000000+00:00\", \"2019-06-26 14:43:00.000000+00:00\", \"2021-06-24 11:11:02.000000+00:00\", \"2022-05-09 15:52:41.000000+00:00\"], \"session_ids\": [\"55b9ed9e-3a65-455d-8f0b-7bf939e795c6\", \"0150ea20-cde9-4afd-b303-7dd72bc6d644\", \"67a5afe5-9730-45e4-93e5-569538a09586\", \"551c880b-7929-417f-bcb7-3ba561796a0c\"], \"total_duration\": 33.0, \"total_sessions\": 4, \"mean_week_duration\": 0.194}}, {\"96801\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-11-22 19:37:45.000000+00:00\", \"2019-07-19 13:47:54.000000+00:00\"], \"session_ids\": [\"df5aa0c1-d4e0-43e9-a0bd-041ed1bd6fe7\", \"3f860d23-85dd-4718-a0c4-a28e7af0dbdc\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.317}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I have a curiosity about users who belong to cities Singapore City, San Pedro, Bridgetown, Belize City, New Delhi as well as carry out sorting by overall duration of sessions per week in ascending order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"14578\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-11-16 17:44:43.000000+00:00\", \"2020-03-24 07:43:52.000000+00:00\", \"2019-10-01 08:48:43.000000+00:00\"], \"session_ids\": [\"71cbb777-1e05-4e84-97b1-3b4f7de0dcae\", \"8bc60d85-fd0e-434f-8361-d3a19f87bc6a\", \"747abd39-90d6-440a-a425-c4bc61ec971e\"], \"total_duration\": 69.0, \"total_sessions\": 3, \"mean_week_duration\": 0.622}, \"83318\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-12-18 01:40:39.000000+00:00\", \"2021-04-04 04:30:14.000000+00:00\"], \"session_ids\": [\"248866e8-cc3f-437e-8015-05f74df03c1c\", \"d20607a3-e70a-4cbe-8146-807abad7e805\"], \"total_duration\": 193.0, \"total_sessions\": 2, \"mean_week_duration\": 2.169}, \"80405\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-12-06 14:01:02.000000+00:00\", \"2020-11-10 07:10:48.000000+00:00\", \"2020-01-08 20:44:16.000000+00:00\"], \"session_ids\": [\"04399cfe-2802-40d8-9d68-b5bab09fdf12\", \"fa74c65a-3725-43d4-936e-f9ea963edbbe\", \"e10f9120-ef4c-4771-a550-a2d8ce5c1313\"], \"total_duration\": 127.0, \"total_sessions\": 3, \"mean_week_duration\": 2.592}, \"60593\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-10-09 05:30:24.000000+00:00\", \"2019-09-11 01:47:38.000000+00:00\"], \"session_ids\": [\"31a0a5de-5160-4d06-b092-ad471ac59a65\", \"ddb084d5-0c65-4a26-8cfd-bd8fc41681e3\"], \"total_duration\": 409.0, \"total_sessions\": 2, \"mean_week_duration\": 2.54}, \"45798\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-14 08:59:08.000000+00:00\", \"2020-06-06 09:52:53.000000+00:00\"], \"session_ids\": [\"cf370ce6-b33a-4df4-a145-e96832f92632\", \"57de45c1-5405-4b7e-aca7-f63695ad3c98\"], \"total_duration\": 271.0, \"total_sessions\": 2, \"mean_week_duration\": 7.132}, \"83909\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-06-23 06:41:31.000000+00:00\", \"2019-08-26 01:04:01.000000+00:00\"], \"session_ids\": [\"fd76b7e3-e5b5-4a06-a2d6-eca67472e59d\", \"d4be5ea1-e31a-4bdd-b86e-f073446d7fb8\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.24}, \"64076\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-11-09 19:57:16.000000+00:00\", \"2022-07-07 22:34:19.000000+00:00\"], \"session_ids\": [\"1301e23b-b0e0-4174-84ac-7089426bd89b\", \"5184af36-3cb1-4370-b38f-19af18539a27\"], \"total_duration\": 189.0, \"total_sessions\": 2, \"mean_week_duration\": 5.4}, \"57631\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-12-31 07:15:47.000000+00:00\", \"2022-06-15 16:33:24.000000+00:00\", \"2021-02-13 16:03:06.000000+00:00\"], \"session_ids\": [\"547bf121-2e43-44a7-bdc3-c5723a794f94\", \"62a9072b-4cb6-4bfb-a6f4-853a1459f783\", \"567f4666-8520-4f06-bec3-b9a155600649\"], \"total_duration\": 626.0, \"total_sessions\": 3, \"mean_week_duration\": 6.388}, \"22499\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-01-07 19:21:18.000000+00:00\", \"2022-08-28 22:14:40.000000+00:00\", \"2022-05-28 06:04:05.000000+00:00\"], \"session_ids\": [\"ee67b724-f43d-4f74-b5b1-66c56e6fafb8\", \"c653494f-3f0e-42ae-928a-c1fb1affd945\", \"6486af39-9a2f-4279-80a2-1cf8849e0361\"], \"total_duration\": 73.0, \"total_sessions\": 3, \"mean_week_duration\": 0.849}, \"5898\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-02-19 04:15:44.000000+00:00\", \"2022-04-27 11:54:37.000000+00:00\", \"2019-11-24 08:26:40.000000+00:00\", \"2022-08-30 16:39:09.000000+00:00\", \"2023-01-20 06:16:57.000000+00:00\", \"2021-09-06 18:17:14.000000+00:00\", \"2019-06-05 09:18:29.000000+00:00\", \"2021-10-08 09:54:05.000000+00:00\"], \"session_ids\": [\"2b4391c0-88f2-4a53-9a04-fbd33b67e4c8\", \"a58844a4-6166-4811-8c9a-bc537d41713a\", \"fa7f50e9-bec8-42ad-be44-e83dbfeded06\", \"c06eb5ec-81fa-485e-b044-ce7da6b017ff\", \"9b3570d4-bd70-4548-89aa-784d3d0d6289\", \"c54e85ec-bc66-41eb-b2b7-700341c0358a\", \"6a1e8146-a480-4bc0-ad3c-21e72a22abee\", \"e64ff997-e5d4-4d56-91b4-70b7fa4594eb\"], \"total_duration\": 232.0, \"total_sessions\": 8, \"mean_week_duration\": 1.196}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are Singapore City, San Pedro, Bridgetown, Belize City, New Delhi"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Singapore City\", \"San Pedro\", \"Bridgetown\", \"Belize City\", \"New Delhi\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"83318\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-12-18 01:40:39.000000+00:00\", \"2021-04-04 04:30:14.000000+00:00\"], \"session_ids\": [\"248866e8-cc3f-437e-8015-05f74df03c1c\", \"d20607a3-e70a-4cbe-8146-807abad7e805\"], \"total_duration\": 193.0, \"total_sessions\": 2, \"mean_week_duration\": 2.169}}\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[{\"83318\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-12-18 01:40:39.000000+00:00\", \"2021-04-04 04:30:14.000000+00:00\"], \"session_ids\": [\"248866e8-cc3f-437e-8015-05f74df03c1c\", \"d20607a3-e70a-4cbe-8146-807abad7e805\"], \"total_duration\": 193.0, \"total_sessions\": 2, \"mean_week_duration\": 2.169}}]\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[{\"83318\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-12-18 01:40:39.000000+00:00\", \"2021-04-04 04:30:14.000000+00:00\"], \"session_ids\": [\"248866e8-cc3f-437e-8015-05f74df03c1c\", \"d20607a3-e70a-4cbe-8146-807abad7e805\"], \"total_duration\": 193.0, \"total_sessions\": 2, \"mean_week_duration\": 2.169}}]\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 users to me who have sum of duration of sessions per week less than 42 (not including) and greater than 8 + do sorting by time in app form the lowest to the highest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"65919\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-05-19 02:45:55.000000+00:00\", \"2021-02-12 01:16:28.000000+00:00\"], \"session_ids\": [\"3c1eec21-2ebc-449d-a5cc-2d23000b2152\", \"81723010-f3ab-4a57-8db8-1b389f67ab53\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.41}, \"97720\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-05-13 03:08:27.000000+00:00\", \"2020-09-05 10:34:30.000000+00:00\", \"2022-10-06 02:48:17.000000+00:00\"], \"session_ids\": [\"99a2c323-95f5-43d8-9723-1b9f92a770f1\", \"0a6b09a3-6644-4b82-a081-94bdc6d65fe1\", \"bb5a1409-fc21-40f8-8246-3b9905a49451\"], \"total_duration\": 113.0, \"total_sessions\": 3, \"mean_week_duration\": 0.904}, \"78983\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-10 12:54:12.000000+00:00\", \"2019-01-14 04:24:31.000000+00:00\", \"2020-09-15 11:36:33.000000+00:00\", \"2019-04-19 10:35:40.000000+00:00\"], \"session_ids\": [\"86ba8fbe-5de8-4fc8-b096-00e879c6f2af\", \"bbb6b86a-fd8d-4b21-abe3-c01f1bab898b\", \"3fb4c948-d9dd-445d-a27c-a339923fae0c\", \"bd6a5662-196a-47b7-be1c-c174d5b8001f\"], \"total_duration\": 253.0, \"total_sessions\": 4, \"mean_week_duration\": 2.239}, \"28985\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-04-21 20:50:35.000000+00:00\", \"2019-02-20 07:35:34.000000+00:00\"], \"session_ids\": [\"43d70cd7-5955-4682-8794-2cfe9c51d90a\", \"8b02b68e-8f13-4e38-bee5-47c56c0da239\"], \"total_duration\": 295.0, \"total_sessions\": 2, \"mean_week_duration\": 32.778}, \"91255\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-30 07:37:27.000000+00:00\", \"2019-10-05 21:01:48.000000+00:00\"], \"session_ids\": [\"c1e3b83b-ced8-4ca9-80d5-1c5c55621294\", \"8b119eea-54e2-4ed2-8e19-b9928a874682\"], \"total_duration\": 436.0, \"total_sessions\": 2, \"mean_week_duration\": 16.769}, \"3453\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-12 07:49:44.000000+00:00\", \"2019-02-21 18:42:16.000000+00:00\"], \"session_ids\": [\"287267da-278a-4ecf-809c-c854b6d831d5\", \"d4de7c45-8e8e-43a1-9447-37d0fa7ff030\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 2.812}, \"19979\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-11-27 05:06:01.000000+00:00\", \"2019-09-17 01:57:29.000000+00:00\", \"2023-04-23 14:57:21.000000+00:00\", \"2019-09-06 09:14:54.000000+00:00\"], \"session_ids\": [\"d5ef654c-b3cb-4194-ac30-f8f46115f47c\", \"32c8f1df-1f2e-4729-be0d-ace958a59610\", \"f54ec607-b38e-47df-a7a7-058ff243948c\", \"7f1c36ea-0663-425b-86be-9651afb1287e\"], \"total_duration\": 907.0, \"total_sessions\": 4, \"mean_week_duration\": 4.774}, \"37081\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-01-03 14:34:29.000000+00:00\", \"2023-02-12 22:46:56.000000+00:00\", \"2021-02-22 20:59:23.000000+00:00\"], \"session_ids\": [\"a748a85b-aa91-42da-bbde-10d3040db1bd\", \"e7814997-e735-4069-a4fb-6c4ea6ea4788\", \"6ae0b654-87a3-4425-9b8f-4d2f87e851e3\"], \"total_duration\": 444.0, \"total_sessions\": 3, \"mean_week_duration\": 4.036}, \"50867\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-04-26 19:34:21.000000+00:00\", \"2020-06-23 07:48:03.000000+00:00\", \"2019-07-17 23:47:32.000000+00:00\"], \"session_ids\": [\"e57917fa-051a-4480-94ac-b2c459440d26\", \"58053ae5-61c0-4612-872f-8c2cb3fb4733\", \"aa4088be-8a19-47a3-9bbc-6a9417a4dbf7\"], \"total_duration\": 151.0, \"total_sessions\": 3, \"mean_week_duration\": 3.082}, \"72453\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 8, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-04-30 19:25:03.000000+00:00\", \"2020-02-13 01:35:34.000000+00:00\"], \"session_ids\": [\"d3908e70-ffb9-4186-ad67-a606cf304efc\", \"3c7394fc-8578-4846-8fc2-cbec0d1c2aac\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 1.125}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or greater than 8 and are less than 42"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[8, 42]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"28985\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-04-21 20:50:35.000000+00:00\", \"2019-02-20 07:35:34.000000+00:00\"], \"session_ids\": [\"43d70cd7-5955-4682-8794-2cfe9c51d90a\", \"8b02b68e-8f13-4e38-bee5-47c56c0da239\"], \"total_duration\": 295.0, \"total_sessions\": 2, \"mean_week_duration\": 32.778}, \"91255\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-30 07:37:27.000000+00:00\", \"2019-10-05 21:01:48.000000+00:00\"], \"session_ids\": [\"c1e3b83b-ced8-4ca9-80d5-1c5c55621294\", \"8b119eea-54e2-4ed2-8e19-b9928a874682\"], \"total_duration\": 436.0, \"total_sessions\": 2, \"mean_week_duration\": 16.769}}\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[{\"28985\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-04-21 20:50:35.000000+00:00\", \"2019-02-20 07:35:34.000000+00:00\"], \"session_ids\": [\"43d70cd7-5955-4682-8794-2cfe9c51d90a\", \"8b02b68e-8f13-4e38-bee5-47c56c0da239\"], \"total_duration\": 295.0, \"total_sessions\": 2, \"mean_week_duration\": 32.778}}, {\"91255\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-30 07:37:27.000000+00:00\", \"2019-10-05 21:01:48.000000+00:00\"], \"session_ids\": [\"c1e3b83b-ced8-4ca9-80d5-1c5c55621294\", \"8b119eea-54e2-4ed2-8e19-b9928a874682\"], \"total_duration\": 436.0, \"total_sessions\": 2, \"mean_week_duration\": 16.769}}]\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[{\"28985\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-04-21 20:50:35.000000+00:00\", \"2019-02-20 07:35:34.000000+00:00\"], \"session_ids\": [\"43d70cd7-5955-4682-8794-2cfe9c51d90a\", \"8b02b68e-8f13-4e38-bee5-47c56c0da239\"], \"total_duration\": 295.0, \"total_sessions\": 2, \"mean_week_duration\": 32.778}}, {\"91255\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-30 07:37:27.000000+00:00\", \"2019-10-05 21:01:48.000000+00:00\"], \"session_ids\": [\"c1e3b83b-ced8-4ca9-80d5-1c5c55621294\", \"8b119eea-54e2-4ed2-8e19-b9928a874682\"], \"total_duration\": 436.0, \"total_sessions\": 2, \"mean_week_duration\": 16.769}}]\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 overall quantity of sessions is smaller than 5 and bigger than 10 (not including) + put to use sorting by sum of duration of sessions per week desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"37701\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-01-14 14:04:27.000000+00:00\", \"2021-01-13 01:13:29.000000+00:00\"], \"session_ids\": [\"9864c7ab-a5c2-4c6b-809b-5f54b21d3bf4\", \"9f7b6f09-8af6-4f7c-a262-bb04a13bc191\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.438}, \"30548\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-05-06 20:52:15.000000+00:00\", \"2019-12-04 01:33:40.000000+00:00\"], \"session_ids\": [\"bbae274a-5047-48a9-bd04-74ab9bf9298f\", \"1ffe44d4-bba1-49ca-bf26-cad93383d792\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 0.33}, \"3453\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-11-14 08:46:10.000000+00:00\", \"2019-02-20 18:16:44.000000+00:00\"], \"session_ids\": [\"1d435b5c-114c-452b-bd21-1286d299e7b6\", \"8dfac15e-3c1a-4298-a31b-3a590d492b18\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 4.077}, \"34086\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-06-18 21:01:22.000000+00:00\", \"2019-05-09 11:25:27.000000+00:00\", \"2021-11-01 20:23:53.000000+00:00\", \"2022-04-24 05:13:54.000000+00:00\", \"2020-08-04 04:59:22.000000+00:00\", \"2019-02-28 09:05:10.000000+00:00\", \"2021-11-09 12:03:42.000000+00:00\"], \"session_ids\": [\"c8dde50d-319f-4ccf-932b-9a6644259241\", \"36a9f72b-f100-4bc5-b914-023666a62a49\", \"8708bcde-addf-431b-8844-4b8e828b9c9e\", \"b5c4465e-e606-4322-9500-94d7f7dc144b\", \"11bb6fae-dbba-443f-a1cc-e12a5a3fc102\", \"99e12047-ed05-4cdf-84c7-9ff14fa0d977\", \"9125ca30-b91f-4230-b898-24dc77df1703\"], \"total_duration\": 291.0, \"total_sessions\": 7, \"mean_week_duration\": 1.682}, \"45572\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2019-08-16 08:08:59.000000+00:00\", \"2022-07-11 21:05:20.000000+00:00\", \"2021-01-27 09:20:47.000000+00:00\"], \"session_ids\": [\"d6fa3d36-481b-4240-9030-c2e1f2397633\", \"c0e71a4e-70fb-4ddf-9940-1e474cced0dd\", \"d28e4ddc-7421-4cbc-9e2c-e4d251206be2\"], \"total_duration\": 1053.0, \"total_sessions\": 3, \"mean_week_duration\": 6.928}, \"68751\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-01-23 02:29:44.000000+00:00\", \"2023-06-11 06:27:06.000000+00:00\"], \"session_ids\": [\"9ad63ba6-b7da-46f8-8c91-c27e5b9a0285\", \"6dd2ff09-2a4a-46c6-9a42-4854357dd707\"], \"total_duration\": 331.0, \"total_sessions\": 2, \"mean_week_duration\": 16.55}, \"81432\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-08 16:42:23.000000+00:00\", \"2021-10-18 02:38:16.000000+00:00\", \"2021-08-16 01:54:26.000000+00:00\"], \"session_ids\": [\"c1f52524-b714-46da-ab33-0542c8aa69f3\", \"10c2e6bc-928a-4fbd-9f28-aca20b9c011e\", \"9bfeae3e-01dd-48f8-96a5-5aa311551554\"], \"total_duration\": 230.0, \"total_sessions\": 3, \"mean_week_duration\": 4.107}, \"13873\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-09-19 13:43:06.000000+00:00\", \"2020-08-16 09:02:46.000000+00:00\", \"2021-07-23 04:11:40.000000+00:00\", \"2019-05-05 09:03:30.000000+00:00\", \"2022-05-30 17:44:50.000000+00:00\", \"2019-10-26 22:23:46.000000+00:00\", \"2020-09-03 14:45:56.000000+00:00\"], \"session_ids\": [\"411b9eb5-a09c-4802-8116-66e11edf2971\", \"13fd943c-1063-48b4-9bdd-d4b67d904728\", \"e61f85c5-dfa7-42fa-ba8d-96f1c99cc006\", \"53dc924b-07c7-4123-ade1-f67a78a7f7f2\", \"aca8ed43-08c7-47a2-a7a7-1d2a2d354f10\", \"303b6b0a-1954-412c-8792-b124bf38238b\", \"16bd83c8-aa63-42ad-a2ab-4d55f5188820\"], \"total_duration\": 132.0, \"total_sessions\": 7, \"mean_week_duration\": 0.82}, \"23521\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-02-25 02:36:42.000000+00:00\", \"2022-08-01 17:39:12.000000+00:00\", \"2021-02-21 07:00:13.000000+00:00\", \"2020-07-28 16:23:21.000000+00:00\", \"2019-09-17 02:06:43.000000+00:00\", \"2021-05-02 13:26:58.000000+00:00\"], \"session_ids\": [\"880c5039-c2ff-470a-bff9-177d9c41d3d4\", \"c864f169-190d-417b-92cf-95267489e3d7\", \"206007a8-000b-4bb2-b071-413b4c573ecb\", \"7eb031ac-2710-4cb8-8c63-af07e55b6907\", \"23d5612f-69a6-4540-b70d-f4b005d5a2e4\", \"047eef01-7e0d-45a6-975e-44ab25e601bc\"], \"total_duration\": 5973.0, \"total_sessions\": 6, \"mean_week_duration\": 39.82}, \"24872\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-04-21 22:47:57.000000+00:00\", \"2021-06-11 13:12:59.000000+00:00\"], \"session_ids\": [\"36a93d1a-b582-4f88-aab3-390b87949a5c\", \"c393d827-24da-4122-9a4e-57a2b69469af\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 1.15}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or less than 5 and are greater 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{\"37701\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-01-14 14:04:27.000000+00:00\", \"2021-01-13 01:13:29.000000+00:00\"], \"session_ids\": [\"9864c7ab-a5c2-4c6b-809b-5f54b21d3bf4\", \"9f7b6f09-8af6-4f7c-a262-bb04a13bc191\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.438}, \"30548\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-05-06 20:52:15.000000+00:00\", \"2019-12-04 01:33:40.000000+00:00\"], \"session_ids\": [\"bbae274a-5047-48a9-bd04-74ab9bf9298f\", \"1ffe44d4-bba1-49ca-bf26-cad93383d792\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 0.33}, \"3453\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-11-14 08:46:10.000000+00:00\", \"2019-02-20 18:16:44.000000+00:00\"], \"session_ids\": [\"1d435b5c-114c-452b-bd21-1286d299e7b6\", \"8dfac15e-3c1a-4298-a31b-3a590d492b18\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 4.077}, \"45572\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2019-08-16 08:08:59.000000+00:00\", \"2022-07-11 21:05:20.000000+00:00\", \"2021-01-27 09:20:47.000000+00:00\"], \"session_ids\": [\"d6fa3d36-481b-4240-9030-c2e1f2397633\", \"c0e71a4e-70fb-4ddf-9940-1e474cced0dd\", \"d28e4ddc-7421-4cbc-9e2c-e4d251206be2\"], \"total_duration\": 1053.0, \"total_sessions\": 3, \"mean_week_duration\": 6.928}, \"68751\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-01-23 02:29:44.000000+00:00\", \"2023-06-11 06:27:06.000000+00:00\"], \"session_ids\": [\"9ad63ba6-b7da-46f8-8c91-c27e5b9a0285\", \"6dd2ff09-2a4a-46c6-9a42-4854357dd707\"], \"total_duration\": 331.0, \"total_sessions\": 2, \"mean_week_duration\": 16.55}, \"81432\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-08 16:42:23.000000+00:00\", \"2021-10-18 02:38:16.000000+00:00\", \"2021-08-16 01:54:26.000000+00:00\"], \"session_ids\": [\"c1f52524-b714-46da-ab33-0542c8aa69f3\", \"10c2e6bc-928a-4fbd-9f28-aca20b9c011e\", \"9bfeae3e-01dd-48f8-96a5-5aa311551554\"], \"total_duration\": 230.0, \"total_sessions\": 3, \"mean_week_duration\": 4.107}, \"24872\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-04-21 22:47:57.000000+00:00\", \"2021-06-11 13:12:59.000000+00:00\"], \"session_ids\": [\"36a93d1a-b582-4f88-aab3-390b87949a5c\", \"c393d827-24da-4122-9a4e-57a2b69469af\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 1.15}}\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[{\"68751\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-01-23 02:29:44.000000+00:00\", \"2023-06-11 06:27:06.000000+00:00\"], \"session_ids\": [\"9ad63ba6-b7da-46f8-8c91-c27e5b9a0285\", \"6dd2ff09-2a4a-46c6-9a42-4854357dd707\"], \"total_duration\": 331.0, \"total_sessions\": 2, \"mean_week_duration\": 16.55}}, {\"45572\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2019-08-16 08:08:59.000000+00:00\", \"2022-07-11 21:05:20.000000+00:00\", \"2021-01-27 09:20:47.000000+00:00\"], \"session_ids\": [\"d6fa3d36-481b-4240-9030-c2e1f2397633\", \"c0e71a4e-70fb-4ddf-9940-1e474cced0dd\", \"d28e4ddc-7421-4cbc-9e2c-e4d251206be2\"], \"total_duration\": 1053.0, \"total_sessions\": 3, \"mean_week_duration\": 6.928}}, {\"81432\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-08 16:42:23.000000+00:00\", \"2021-10-18 02:38:16.000000+00:00\", \"2021-08-16 01:54:26.000000+00:00\"], \"session_ids\": [\"c1f52524-b714-46da-ab33-0542c8aa69f3\", \"10c2e6bc-928a-4fbd-9f28-aca20b9c011e\", \"9bfeae3e-01dd-48f8-96a5-5aa311551554\"], \"total_duration\": 230.0, \"total_sessions\": 3, \"mean_week_duration\": 4.107}}, {\"3453\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-11-14 08:46:10.000000+00:00\", \"2019-02-20 18:16:44.000000+00:00\"], \"session_ids\": [\"1d435b5c-114c-452b-bd21-1286d299e7b6\", \"8dfac15e-3c1a-4298-a31b-3a590d492b18\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 4.077}}, {\"24872\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-04-21 22:47:57.000000+00:00\", \"2021-06-11 13:12:59.000000+00:00\"], \"session_ids\": [\"36a93d1a-b582-4f88-aab3-390b87949a5c\", \"c393d827-24da-4122-9a4e-57a2b69469af\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 1.15}}, {\"37701\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-01-14 14:04:27.000000+00:00\", \"2021-01-13 01:13:29.000000+00:00\"], \"session_ids\": [\"9864c7ab-a5c2-4c6b-809b-5f54b21d3bf4\", \"9f7b6f09-8af6-4f7c-a262-bb04a13bc191\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.438}}, {\"30548\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-05-06 20:52:15.000000+00:00\", \"2019-12-04 01:33:40.000000+00:00\"], \"session_ids\": [\"bbae274a-5047-48a9-bd04-74ab9bf9298f\", \"1ffe44d4-bba1-49ca-bf26-cad93383d792\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 0.33}}]\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[{\"68751\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-01-23 02:29:44.000000+00:00\", \"2023-06-11 06:27:06.000000+00:00\"], \"session_ids\": [\"9ad63ba6-b7da-46f8-8c91-c27e5b9a0285\", \"6dd2ff09-2a4a-46c6-9a42-4854357dd707\"], \"total_duration\": 331.0, \"total_sessions\": 2, \"mean_week_duration\": 16.55}}]\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[{\"68751\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-01-23 02:29:44.000000+00:00\", \"2023-06-11 06:27:06.000000+00:00\"], \"session_ids\": [\"9ad63ba6-b7da-46f8-8c91-c27e5b9a0285\", \"6dd2ff09-2a4a-46c6-9a42-4854357dd707\"], \"total_duration\": 331.0, \"total_sessions\": 2, \"mean_week_duration\": 16.55}}]\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 count of sessions that is higher than 7 and lower than 3, exclusively 3 and 7 and in addition perform sorting by average of total time spent in the app per week decliningly additionaly get rid of all records, except 2."
}
] |
[
{
"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{\"1706\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-10-10 19:01:08.000000+00:00\", \"2020-04-30 19:14:00.000000+00:00\", \"2023-03-23 22:36:45.000000+00:00\", \"2019-08-03 20:52:19.000000+00:00\", \"2022-03-12 12:49:21.000000+00:00\", \"2023-02-08 09:14:54.000000+00:00\", \"2022-07-30 12:43:07.000000+00:00\"], \"session_ids\": [\"8c082963-2b8a-4e64-aea7-db150c188455\", \"002eb2d2-72cd-4a08-8431-82d64c24cc59\", \"630fe97b-299c-4d79-a254-fbec2189fcc7\", \"1c835c60-137b-4714-935c-40e64706ecaa\", \"68e3e2f8-a663-40a7-8be7-56a947f95f3e\", \"0987c4be-3950-4bd7-a4a8-10d7ce23ba29\", \"c02f48e7-3064-417a-a013-3c8dde91c800\"], \"total_duration\": 127.0, \"total_sessions\": 7, \"mean_week_duration\": 0.668}, \"40152\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-11-29 04:14:43.000000+00:00\", \"2022-07-02 18:34:37.000000+00:00\"], \"session_ids\": [\"5a26c9b9-2091-4b05-8686-0f979e473482\", \"9fcd3876-7d26-447a-966f-cd1b74c547e2\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.361}, \"82972\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-05-24 09:19:37.000000+00:00\", \"2020-09-04 16:33:43.000000+00:00\", \"2020-03-17 03:58:24.000000+00:00\"], \"session_ids\": [\"68da6117-7fc8-44bd-89c0-74dcb0f3d0f0\", \"82af3b01-8cb8-4c91-9e43-75d618877e21\", \"05b39af2-10ce-4dff-a4e0-939276e345b0\"], \"total_duration\": 724.0, \"total_sessions\": 3, \"mean_week_duration\": 6.351}, \"70946\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Sydney\", \"datetimes\": [\"2020-02-20 06:18:35.000000+00:00\", \"2023-04-13 09:26:43.000000+00:00\", \"2022-08-26 23:52:01.000000+00:00\"], \"session_ids\": [\"32e237af-33e5-45cc-965d-115ae83d61b0\", \"95fd4a54-1f6e-4163-9081-7881419a8ca0\", \"831c9c9c-9012-44ca-b782-689f53fa627d\"], \"total_duration\": 505.0, \"total_sessions\": 3, \"mean_week_duration\": 3.079}, \"55499\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-11-13 09:56:02.000000+00:00\", \"2020-11-20 05:12:51.000000+00:00\"], \"session_ids\": [\"094a5d29-bd5e-46cc-8969-bc2ebd9819ef\", \"eef305a7-d43e-4d15-8f52-3e129a6f27b0\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 5.077}, \"77591\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-07-26 16:18:09.000000+00:00\", \"2021-06-28 00:49:59.000000+00:00\", \"2019-04-15 22:42:10.000000+00:00\", \"2019-03-26 01:02:43.000000+00:00\"], \"session_ids\": [\"045870f1-3271-401f-9a65-856c35e86e9a\", \"c59a5f93-1fc5-4c53-85aa-41e0c15e0c2f\", \"923113b9-2c3d-4440-83f7-d582b25fb17d\", \"4e1ea372-0b05-44cd-a286-a0358665cca7\"], \"total_duration\": 71.0, \"total_sessions\": 4, \"mean_week_duration\": 0.408}, \"71245\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-11-03 06:09:39.000000+00:00\", \"2019-11-17 22:30:35.000000+00:00\", \"2019-12-11 00:35:28.000000+00:00\", \"2020-07-02 09:31:26.000000+00:00\", \"2021-09-30 09:13:29.000000+00:00\", \"2022-03-25 16:59:49.000000+00:00\", \"2023-05-26 08:20:15.000000+00:00\", \"2022-08-25 00:01:37.000000+00:00\", \"2021-03-24 18:07:38.000000+00:00\"], \"session_ids\": [\"e43a6049-de3f-4824-8c0c-9860f7f20dff\", \"488ace6d-6aad-4501-b646-5899c3cc7a4d\", \"7e8197d3-eaa5-40f0-9356-1ed5d3575d80\", \"921e76aa-45bd-4349-ade4-e2b2a1942fee\", \"d76acc1f-b181-460f-9745-85f6d1d96b6a\", \"3cc432d0-dbed-4422-a10c-e956ac21ea7d\", \"7a417f9c-0ca2-4bab-9a55-1e300df08f5e\", \"550f7180-14b8-4879-ba8d-e57ae89fa459\", \"561ae081-d2f0-4695-aa57-08ec84fa72d7\"], \"total_duration\": 1794.0, \"total_sessions\": 9, \"mean_week_duration\": 9.75}, \"11397\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-12-01 22:52:40.000000+00:00\", \"2021-04-11 06:54:01.000000+00:00\", \"2020-02-24 16:36:07.000000+00:00\"], \"session_ids\": [\"0b6d753f-9d0d-4085-b51c-1c9321e6c47b\", \"03abe59f-8a2b-4095-baa5-4fb70e942274\", \"f0bae7dd-0412-4d90-afd1-a55b071532d9\"], \"total_duration\": 471.0, \"total_sessions\": 3, \"mean_week_duration\": 3.248}, \"96671\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-03-09 08:44:25.000000+00:00\", \"2021-05-12 21:28:59.000000+00:00\", \"2023-02-01 08:02:03.000000+00:00\", \"2020-11-21 14:20:02.000000+00:00\"], \"session_ids\": [\"b27fd77d-808b-4004-bd91-f1feae9cfe8c\", \"98aaf029-74f0-4125-913a-83b353a39fab\", \"96327767-d90c-48a4-ab1c-7ee6ea535416\", \"23a99155-1867-4c1b-9da9-486c7fcb6502\"], \"total_duration\": 1045.0, \"total_sessions\": 4, \"mean_week_duration\": 9.087}, \"77136\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-11-02 17:34:16.000000+00:00\", \"2023-01-03 12:05:52.000000+00:00\"], \"session_ids\": [\"a1757862-0faf-413a-8c74-22ece04d55f6\", \"1436a05e-5158-48c2-9cb4-e6449daf1a52\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.313}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are less than 3 and are greater than 7"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">\"]]}, \"all_values\": {\"total_sessions\": [[3, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"40152\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-11-29 04:14:43.000000+00:00\", \"2022-07-02 18:34:37.000000+00:00\"], \"session_ids\": [\"5a26c9b9-2091-4b05-8686-0f979e473482\", \"9fcd3876-7d26-447a-966f-cd1b74c547e2\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.361}, \"55499\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-11-13 09:56:02.000000+00:00\", \"2020-11-20 05:12:51.000000+00:00\"], \"session_ids\": [\"094a5d29-bd5e-46cc-8969-bc2ebd9819ef\", \"eef305a7-d43e-4d15-8f52-3e129a6f27b0\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 5.077}, \"77136\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-11-02 17:34:16.000000+00:00\", \"2023-01-03 12:05:52.000000+00:00\"], \"session_ids\": [\"a1757862-0faf-413a-8c74-22ece04d55f6\", \"1436a05e-5158-48c2-9cb4-e6449daf1a52\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.313}, \"71245\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-11-03 06:09:39.000000+00:00\", \"2019-11-17 22:30:35.000000+00:00\", \"2019-12-11 00:35:28.000000+00:00\", \"2020-07-02 09:31:26.000000+00:00\", \"2021-09-30 09:13:29.000000+00:00\", \"2022-03-25 16:59:49.000000+00:00\", \"2023-05-26 08:20:15.000000+00:00\", \"2022-08-25 00:01:37.000000+00:00\", \"2021-03-24 18:07:38.000000+00:00\"], \"session_ids\": [\"e43a6049-de3f-4824-8c0c-9860f7f20dff\", \"488ace6d-6aad-4501-b646-5899c3cc7a4d\", \"7e8197d3-eaa5-40f0-9356-1ed5d3575d80\", \"921e76aa-45bd-4349-ade4-e2b2a1942fee\", \"d76acc1f-b181-460f-9745-85f6d1d96b6a\", \"3cc432d0-dbed-4422-a10c-e956ac21ea7d\", \"7a417f9c-0ca2-4bab-9a55-1e300df08f5e\", \"550f7180-14b8-4879-ba8d-e57ae89fa459\", \"561ae081-d2f0-4695-aa57-08ec84fa72d7\"], \"total_duration\": 1794.0, \"total_sessions\": 9, \"mean_week_duration\": 9.75}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"71245\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-11-03 06:09:39.000000+00:00\", \"2019-11-17 22:30:35.000000+00:00\", \"2019-12-11 00:35:28.000000+00:00\", \"2020-07-02 09:31:26.000000+00:00\", \"2021-09-30 09:13:29.000000+00:00\", \"2022-03-25 16:59:49.000000+00:00\", \"2023-05-26 08:20:15.000000+00:00\", \"2022-08-25 00:01:37.000000+00:00\", \"2021-03-24 18:07:38.000000+00:00\"], \"session_ids\": [\"e43a6049-de3f-4824-8c0c-9860f7f20dff\", \"488ace6d-6aad-4501-b646-5899c3cc7a4d\", \"7e8197d3-eaa5-40f0-9356-1ed5d3575d80\", \"921e76aa-45bd-4349-ade4-e2b2a1942fee\", \"d76acc1f-b181-460f-9745-85f6d1d96b6a\", \"3cc432d0-dbed-4422-a10c-e956ac21ea7d\", \"7a417f9c-0ca2-4bab-9a55-1e300df08f5e\", \"550f7180-14b8-4879-ba8d-e57ae89fa459\", \"561ae081-d2f0-4695-aa57-08ec84fa72d7\"], \"total_duration\": 1794.0, \"total_sessions\": 9, \"mean_week_duration\": 9.75}}, {\"55499\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-11-13 09:56:02.000000+00:00\", \"2020-11-20 05:12:51.000000+00:00\"], \"session_ids\": [\"094a5d29-bd5e-46cc-8969-bc2ebd9819ef\", \"eef305a7-d43e-4d15-8f52-3e129a6f27b0\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 5.077}}, {\"40152\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-11-29 04:14:43.000000+00:00\", \"2022-07-02 18:34:37.000000+00:00\"], \"session_ids\": [\"5a26c9b9-2091-4b05-8686-0f979e473482\", \"9fcd3876-7d26-447a-966f-cd1b74c547e2\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.361}}, {\"77136\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-11-02 17:34:16.000000+00:00\", \"2023-01-03 12:05:52.000000+00:00\"], \"session_ids\": [\"a1757862-0faf-413a-8c74-22ece04d55f6\", \"1436a05e-5158-48c2-9cb4-e6449daf1a52\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.313}}]\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[{\"71245\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-11-03 06:09:39.000000+00:00\", \"2019-11-17 22:30:35.000000+00:00\", \"2019-12-11 00:35:28.000000+00:00\", \"2020-07-02 09:31:26.000000+00:00\", \"2021-09-30 09:13:29.000000+00:00\", \"2022-03-25 16:59:49.000000+00:00\", \"2023-05-26 08:20:15.000000+00:00\", \"2022-08-25 00:01:37.000000+00:00\", \"2021-03-24 18:07:38.000000+00:00\"], \"session_ids\": [\"e43a6049-de3f-4824-8c0c-9860f7f20dff\", \"488ace6d-6aad-4501-b646-5899c3cc7a4d\", \"7e8197d3-eaa5-40f0-9356-1ed5d3575d80\", \"921e76aa-45bd-4349-ade4-e2b2a1942fee\", \"d76acc1f-b181-460f-9745-85f6d1d96b6a\", \"3cc432d0-dbed-4422-a10c-e956ac21ea7d\", \"7a417f9c-0ca2-4bab-9a55-1e300df08f5e\", \"550f7180-14b8-4879-ba8d-e57ae89fa459\", \"561ae081-d2f0-4695-aa57-08ec84fa72d7\"], \"total_duration\": 1794.0, \"total_sessions\": 9, \"mean_week_duration\": 9.75}}, {\"55499\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-11-13 09:56:02.000000+00:00\", \"2020-11-20 05:12:51.000000+00:00\"], \"session_ids\": [\"094a5d29-bd5e-46cc-8969-bc2ebd9819ef\", \"eef305a7-d43e-4d15-8f52-3e129a6f27b0\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 5.077}}]\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[{\"71245\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-11-03 06:09:39.000000+00:00\", \"2019-11-17 22:30:35.000000+00:00\", \"2019-12-11 00:35:28.000000+00:00\", \"2020-07-02 09:31:26.000000+00:00\", \"2021-09-30 09:13:29.000000+00:00\", \"2022-03-25 16:59:49.000000+00:00\", \"2023-05-26 08:20:15.000000+00:00\", \"2022-08-25 00:01:37.000000+00:00\", \"2021-03-24 18:07:38.000000+00:00\"], \"session_ids\": [\"e43a6049-de3f-4824-8c0c-9860f7f20dff\", \"488ace6d-6aad-4501-b646-5899c3cc7a4d\", \"7e8197d3-eaa5-40f0-9356-1ed5d3575d80\", \"921e76aa-45bd-4349-ade4-e2b2a1942fee\", \"d76acc1f-b181-460f-9745-85f6d1d96b6a\", \"3cc432d0-dbed-4422-a10c-e956ac21ea7d\", \"7a417f9c-0ca2-4bab-9a55-1e300df08f5e\", \"550f7180-14b8-4879-ba8d-e57ae89fa459\", \"561ae081-d2f0-4695-aa57-08ec84fa72d7\"], \"total_duration\": 1794.0, \"total_sessions\": 9, \"mean_week_duration\": 9.75}}, {\"55499\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-11-13 09:56:02.000000+00:00\", \"2020-11-20 05:12:51.000000+00:00\"], \"session_ids\": [\"094a5d29-bd5e-46cc-8969-bc2ebd9819ef\", \"eef305a7-d43e-4d15-8f52-3e129a6f27b0\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 5.077}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the users with a time using the app that is above 4530 and below 841, exclusive 4530 additionaly apply sorting by total duration amount desc."
}
] |
[
{
"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{\"17608\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-04 10:26:32.000000+00:00\", \"2019-07-09 03:59:40.000000+00:00\"], \"session_ids\": [\"6c19d2d2-c798-4872-824d-ec6ca19083b8\", \"432e01d2-e2e9-4063-b79e-2d1f3d11b7aa\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.43}, \"45112\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-02-19 04:55:05.000000+00:00\", \"2020-12-10 16:18:37.000000+00:00\", \"2022-12-08 07:00:14.000000+00:00\", \"2019-08-19 04:45:43.000000+00:00\", \"2022-05-04 14:22:12.000000+00:00\", \"2021-07-12 07:07:49.000000+00:00\", \"2020-02-18 00:07:23.000000+00:00\"], \"session_ids\": [\"a7785d88-02a5-409b-a320-f4f94dcb239a\", \"78e59c6d-1d1a-4f5b-8e39-8be881644ada\", \"5cad230b-a7fe-4247-8250-c48bdd6c54e9\", \"72b3045f-bee6-498c-9fee-fe1cadbf35f2\", \"3f96f914-8ef4-4d88-926e-c886a88be664\", \"bf448ded-160e-4ca9-9619-860dae8918bc\", \"32d2a51c-5a40-4905-8e92-71b767136442\"], \"total_duration\": 1603.0, \"total_sessions\": 7, \"mean_week_duration\": 9.266}, \"75486\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-01-19 03:12:33.000000+00:00\", \"2021-03-05 09:31:28.000000+00:00\", \"2021-04-11 16:18:20.000000+00:00\", \"2022-04-09 02:09:47.000000+00:00\", \"2019-04-05 07:22:25.000000+00:00\", \"2023-04-08 10:37:59.000000+00:00\", \"2023-03-30 20:42:14.000000+00:00\", \"2021-01-02 20:49:57.000000+00:00\", \"2022-06-22 18:57:12.000000+00:00\", \"2021-03-07 20:53:35.000000+00:00\"], \"session_ids\": [\"55afe5e1-010b-4a17-93dd-d845ecac0460\", \"72def268-243c-404a-b517-c68c494ecbf3\", \"bfc8fd78-ec62-4fa5-8aac-732f11883ca7\", \"4ce1043c-8bd8-4b77-894a-3ab5505fea08\", \"6c26926f-dae5-4f65-9b64-63ced1549013\", \"92c292be-89d6-42a5-846d-7bc6e59347ed\", \"e9113017-0f37-4a6f-a818-c76387b6fb3e\", \"22aafc36-3967-42e3-9e0b-c7f87ef8e09e\", \"8ac7e4ef-2d87-4f7c-b789-302db292421b\", \"0ff6d3d0-ed24-451f-a9bc-12e8aeb133ee\"], \"total_duration\": 12281.0, \"total_sessions\": 10, \"mean_week_duration\": 58.481}, \"87509\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-01-29 10:02:52.000000+00:00\", \"2019-10-29 18:39:05.000000+00:00\", \"2022-05-01 17:21:01.000000+00:00\"], \"session_ids\": [\"48d52cb0-1e5b-45c7-93cb-0c2791fe6acc\", \"dd667808-05bb-46ec-822a-842a424e6f4e\", \"050aabe4-9bcb-4f3b-bf1c-7f8201d2a5cc\"], \"total_duration\": 489.0, \"total_sessions\": 3, \"mean_week_duration\": 3.733}, \"93467\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-23 04:54:30.000000+00:00\", \"2022-06-08 01:19:06.000000+00:00\"], \"session_ids\": [\"93c5517f-f290-4557-8420-94056fa3f360\", \"04e8b1a7-956f-42cd-9012-90058d88bfe4\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 2.333}, \"82248\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-03-03 17:17:36.000000+00:00\", \"2021-08-18 05:40:33.000000+00:00\"], \"session_ids\": [\"e597c520-20d7-4e34-97d0-7b4e8834d905\", \"494d2fea-11a6-47b6-a811-90bc3e3ef5bd\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 0.519}, \"14149\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-21 05:41:44.000000+00:00\", \"2022-11-17 04:12:50.000000+00:00\", \"2020-12-10 13:56:55.000000+00:00\", \"2019-04-26 12:46:50.000000+00:00\", \"2021-08-01 21:55:20.000000+00:00\", \"2022-09-24 07:28:00.000000+00:00\", \"2019-12-13 21:46:15.000000+00:00\"], \"session_ids\": [\"f2aa9833-b7d0-41f3-8df6-326da35d9abc\", \"cd43c681-6d0a-4717-bd40-b0ec687c763b\", \"a216c7fa-d58d-410d-9f3a-df3c8963e8f5\", \"877ea55d-a1c0-42da-9316-fabd147d469c\", \"d9d5f830-0489-4476-aed7-7178cc28f34f\", \"27fad7ce-851f-45b8-9213-763252ebc997\", \"a8ecfdf1-0476-455f-8c2c-7db421ed86a2\"], \"total_duration\": 2077.0, \"total_sessions\": 7, \"mean_week_duration\": 11.167}, \"93979\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-01-22 14:25:49.000000+00:00\", \"2022-03-21 15:33:46.000000+00:00\"], \"session_ids\": [\"16913b27-3eb1-4514-ac30-eae1394776f6\", \"c0f74ff4-e988-48f8-9ab6-5fcf6abd3412\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 1.131}, \"4572\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-07-10 15:40:31.000000+00:00\", \"2020-10-25 01:00:51.000000+00:00\", \"2020-10-18 02:10:25.000000+00:00\", \"2020-10-18 01:30:12.000000+00:00\", \"2020-10-03 03:21:37.000000+00:00\", \"2020-04-02 12:33:34.000000+00:00\", \"2021-06-17 02:14:32.000000+00:00\", \"2023-04-28 19:07:15.000000+00:00\", \"2019-04-21 09:07:49.000000+00:00\", \"2022-07-03 03:06:34.000000+00:00\"], \"session_ids\": [\"d73c47c1-c0a3-4193-80f3-c426acfd0328\", \"0283c49e-8207-4d7e-9657-9013a78c9c8a\", \"ea604807-b8b7-480f-91e6-d7b0905ceaff\", \"25b90d24-03e0-43aa-91cf-65550d6394c7\", \"67fcbdc3-b115-40a7-a4b3-8d5e8c441c7f\", \"ea791ad8-d05d-43c4-be83-21c878f777af\", \"b77c58ef-ebb4-4b7b-8b3f-586cc98f1ce5\", \"99748757-ac84-4e09-bc20-6b798f74dad2\", \"ce943e3a-c9d0-47ec-8796-f0027a6b598b\", \"f071d576-ad5f-41c7-8ee0-c6a2f81069de\"], \"total_duration\": 42480.0, \"total_sessions\": 10, \"mean_week_duration\": 202.286}, \"90067\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-19 08:00:20.000000+00:00\", \"2020-04-15 10:33:45.000000+00:00\"], \"session_ids\": [\"5b5f7dec-7b67-4299-b47d-948ca93423d9\", \"28e05980-a35e-44b0-864f-cb3789d54632\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 2.059}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or less than 841 and are greater than 4530"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_duration\": [[841, 4530]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"17608\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-04 10:26:32.000000+00:00\", \"2019-07-09 03:59:40.000000+00:00\"], \"session_ids\": [\"6c19d2d2-c798-4872-824d-ec6ca19083b8\", \"432e01d2-e2e9-4063-b79e-2d1f3d11b7aa\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.43}, \"87509\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-01-29 10:02:52.000000+00:00\", \"2019-10-29 18:39:05.000000+00:00\", \"2022-05-01 17:21:01.000000+00:00\"], \"session_ids\": [\"48d52cb0-1e5b-45c7-93cb-0c2791fe6acc\", \"dd667808-05bb-46ec-822a-842a424e6f4e\", \"050aabe4-9bcb-4f3b-bf1c-7f8201d2a5cc\"], \"total_duration\": 489.0, \"total_sessions\": 3, \"mean_week_duration\": 3.733}, \"93467\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-23 04:54:30.000000+00:00\", \"2022-06-08 01:19:06.000000+00:00\"], \"session_ids\": [\"93c5517f-f290-4557-8420-94056fa3f360\", \"04e8b1a7-956f-42cd-9012-90058d88bfe4\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 2.333}, \"82248\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-03-03 17:17:36.000000+00:00\", \"2021-08-18 05:40:33.000000+00:00\"], \"session_ids\": [\"e597c520-20d7-4e34-97d0-7b4e8834d905\", \"494d2fea-11a6-47b6-a811-90bc3e3ef5bd\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 0.519}, \"93979\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-01-22 14:25:49.000000+00:00\", \"2022-03-21 15:33:46.000000+00:00\"], \"session_ids\": [\"16913b27-3eb1-4514-ac30-eae1394776f6\", \"c0f74ff4-e988-48f8-9ab6-5fcf6abd3412\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 1.131}, \"90067\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-19 08:00:20.000000+00:00\", \"2020-04-15 10:33:45.000000+00:00\"], \"session_ids\": [\"5b5f7dec-7b67-4299-b47d-948ca93423d9\", \"28e05980-a35e-44b0-864f-cb3789d54632\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 2.059}, \"75486\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-01-19 03:12:33.000000+00:00\", \"2021-03-05 09:31:28.000000+00:00\", \"2021-04-11 16:18:20.000000+00:00\", \"2022-04-09 02:09:47.000000+00:00\", \"2019-04-05 07:22:25.000000+00:00\", \"2023-04-08 10:37:59.000000+00:00\", \"2023-03-30 20:42:14.000000+00:00\", \"2021-01-02 20:49:57.000000+00:00\", \"2022-06-22 18:57:12.000000+00:00\", \"2021-03-07 20:53:35.000000+00:00\"], \"session_ids\": [\"55afe5e1-010b-4a17-93dd-d845ecac0460\", \"72def268-243c-404a-b517-c68c494ecbf3\", \"bfc8fd78-ec62-4fa5-8aac-732f11883ca7\", \"4ce1043c-8bd8-4b77-894a-3ab5505fea08\", \"6c26926f-dae5-4f65-9b64-63ced1549013\", \"92c292be-89d6-42a5-846d-7bc6e59347ed\", \"e9113017-0f37-4a6f-a818-c76387b6fb3e\", \"22aafc36-3967-42e3-9e0b-c7f87ef8e09e\", \"8ac7e4ef-2d87-4f7c-b789-302db292421b\", \"0ff6d3d0-ed24-451f-a9bc-12e8aeb133ee\"], \"total_duration\": 12281.0, \"total_sessions\": 10, \"mean_week_duration\": 58.481}, \"4572\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-07-10 15:40:31.000000+00:00\", \"2020-10-25 01:00:51.000000+00:00\", \"2020-10-18 02:10:25.000000+00:00\", \"2020-10-18 01:30:12.000000+00:00\", \"2020-10-03 03:21:37.000000+00:00\", \"2020-04-02 12:33:34.000000+00:00\", \"2021-06-17 02:14:32.000000+00:00\", \"2023-04-28 19:07:15.000000+00:00\", \"2019-04-21 09:07:49.000000+00:00\", \"2022-07-03 03:06:34.000000+00:00\"], \"session_ids\": [\"d73c47c1-c0a3-4193-80f3-c426acfd0328\", \"0283c49e-8207-4d7e-9657-9013a78c9c8a\", \"ea604807-b8b7-480f-91e6-d7b0905ceaff\", \"25b90d24-03e0-43aa-91cf-65550d6394c7\", \"67fcbdc3-b115-40a7-a4b3-8d5e8c441c7f\", \"ea791ad8-d05d-43c4-be83-21c878f777af\", \"b77c58ef-ebb4-4b7b-8b3f-586cc98f1ce5\", \"99748757-ac84-4e09-bc20-6b798f74dad2\", \"ce943e3a-c9d0-47ec-8796-f0027a6b598b\", \"f071d576-ad5f-41c7-8ee0-c6a2f81069de\"], \"total_duration\": 42480.0, \"total_sessions\": 10, \"mean_week_duration\": 202.286}}\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[{\"4572\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-07-10 15:40:31.000000+00:00\", \"2020-10-25 01:00:51.000000+00:00\", \"2020-10-18 02:10:25.000000+00:00\", \"2020-10-18 01:30:12.000000+00:00\", \"2020-10-03 03:21:37.000000+00:00\", \"2020-04-02 12:33:34.000000+00:00\", \"2021-06-17 02:14:32.000000+00:00\", \"2023-04-28 19:07:15.000000+00:00\", \"2019-04-21 09:07:49.000000+00:00\", \"2022-07-03 03:06:34.000000+00:00\"], \"session_ids\": [\"d73c47c1-c0a3-4193-80f3-c426acfd0328\", \"0283c49e-8207-4d7e-9657-9013a78c9c8a\", \"ea604807-b8b7-480f-91e6-d7b0905ceaff\", \"25b90d24-03e0-43aa-91cf-65550d6394c7\", \"67fcbdc3-b115-40a7-a4b3-8d5e8c441c7f\", \"ea791ad8-d05d-43c4-be83-21c878f777af\", \"b77c58ef-ebb4-4b7b-8b3f-586cc98f1ce5\", \"99748757-ac84-4e09-bc20-6b798f74dad2\", \"ce943e3a-c9d0-47ec-8796-f0027a6b598b\", \"f071d576-ad5f-41c7-8ee0-c6a2f81069de\"], \"total_duration\": 42480.0, \"total_sessions\": 10, \"mean_week_duration\": 202.286}}, {\"75486\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-01-19 03:12:33.000000+00:00\", \"2021-03-05 09:31:28.000000+00:00\", \"2021-04-11 16:18:20.000000+00:00\", \"2022-04-09 02:09:47.000000+00:00\", \"2019-04-05 07:22:25.000000+00:00\", \"2023-04-08 10:37:59.000000+00:00\", \"2023-03-30 20:42:14.000000+00:00\", \"2021-01-02 20:49:57.000000+00:00\", \"2022-06-22 18:57:12.000000+00:00\", \"2021-03-07 20:53:35.000000+00:00\"], \"session_ids\": [\"55afe5e1-010b-4a17-93dd-d845ecac0460\", \"72def268-243c-404a-b517-c68c494ecbf3\", \"bfc8fd78-ec62-4fa5-8aac-732f11883ca7\", \"4ce1043c-8bd8-4b77-894a-3ab5505fea08\", \"6c26926f-dae5-4f65-9b64-63ced1549013\", \"92c292be-89d6-42a5-846d-7bc6e59347ed\", \"e9113017-0f37-4a6f-a818-c76387b6fb3e\", \"22aafc36-3967-42e3-9e0b-c7f87ef8e09e\", \"8ac7e4ef-2d87-4f7c-b789-302db292421b\", \"0ff6d3d0-ed24-451f-a9bc-12e8aeb133ee\"], \"total_duration\": 12281.0, \"total_sessions\": 10, \"mean_week_duration\": 58.481}}, {\"87509\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-01-29 10:02:52.000000+00:00\", \"2019-10-29 18:39:05.000000+00:00\", \"2022-05-01 17:21:01.000000+00:00\"], \"session_ids\": [\"48d52cb0-1e5b-45c7-93cb-0c2791fe6acc\", \"dd667808-05bb-46ec-822a-842a424e6f4e\", \"050aabe4-9bcb-4f3b-bf1c-7f8201d2a5cc\"], \"total_duration\": 489.0, \"total_sessions\": 3, \"mean_week_duration\": 3.733}}, {\"93979\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-01-22 14:25:49.000000+00:00\", \"2022-03-21 15:33:46.000000+00:00\"], \"session_ids\": [\"16913b27-3eb1-4514-ac30-eae1394776f6\", \"c0f74ff4-e988-48f8-9ab6-5fcf6abd3412\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 1.131}}, {\"82248\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-03-03 17:17:36.000000+00:00\", \"2021-08-18 05:40:33.000000+00:00\"], \"session_ids\": [\"e597c520-20d7-4e34-97d0-7b4e8834d905\", \"494d2fea-11a6-47b6-a811-90bc3e3ef5bd\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 0.519}}, {\"93467\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-23 04:54:30.000000+00:00\", \"2022-06-08 01:19:06.000000+00:00\"], \"session_ids\": [\"93c5517f-f290-4557-8420-94056fa3f360\", \"04e8b1a7-956f-42cd-9012-90058d88bfe4\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 2.333}}, {\"17608\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-04 10:26:32.000000+00:00\", \"2019-07-09 03:59:40.000000+00:00\"], \"session_ids\": [\"6c19d2d2-c798-4872-824d-ec6ca19083b8\", \"432e01d2-e2e9-4063-b79e-2d1f3d11b7aa\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.43}}, {\"90067\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-19 08:00:20.000000+00:00\", \"2020-04-15 10:33:45.000000+00:00\"], \"session_ids\": [\"5b5f7dec-7b67-4299-b47d-948ca93423d9\", \"28e05980-a35e-44b0-864f-cb3789d54632\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 2.059}}]\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[{\"4572\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-07-10 15:40:31.000000+00:00\", \"2020-10-25 01:00:51.000000+00:00\", \"2020-10-18 02:10:25.000000+00:00\", \"2020-10-18 01:30:12.000000+00:00\", \"2020-10-03 03:21:37.000000+00:00\", \"2020-04-02 12:33:34.000000+00:00\", \"2021-06-17 02:14:32.000000+00:00\", \"2023-04-28 19:07:15.000000+00:00\", \"2019-04-21 09:07:49.000000+00:00\", \"2022-07-03 03:06:34.000000+00:00\"], \"session_ids\": [\"d73c47c1-c0a3-4193-80f3-c426acfd0328\", \"0283c49e-8207-4d7e-9657-9013a78c9c8a\", \"ea604807-b8b7-480f-91e6-d7b0905ceaff\", \"25b90d24-03e0-43aa-91cf-65550d6394c7\", \"67fcbdc3-b115-40a7-a4b3-8d5e8c441c7f\", \"ea791ad8-d05d-43c4-be83-21c878f777af\", \"b77c58ef-ebb4-4b7b-8b3f-586cc98f1ce5\", \"99748757-ac84-4e09-bc20-6b798f74dad2\", \"ce943e3a-c9d0-47ec-8796-f0027a6b598b\", \"f071d576-ad5f-41c7-8ee0-c6a2f81069de\"], \"total_duration\": 42480.0, \"total_sessions\": 10, \"mean_week_duration\": 202.286}}, {\"75486\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-01-19 03:12:33.000000+00:00\", \"2021-03-05 09:31:28.000000+00:00\", \"2021-04-11 16:18:20.000000+00:00\", \"2022-04-09 02:09:47.000000+00:00\", \"2019-04-05 07:22:25.000000+00:00\", \"2023-04-08 10:37:59.000000+00:00\", \"2023-03-30 20:42:14.000000+00:00\", \"2021-01-02 20:49:57.000000+00:00\", \"2022-06-22 18:57:12.000000+00:00\", \"2021-03-07 20:53:35.000000+00:00\"], \"session_ids\": [\"55afe5e1-010b-4a17-93dd-d845ecac0460\", \"72def268-243c-404a-b517-c68c494ecbf3\", \"bfc8fd78-ec62-4fa5-8aac-732f11883ca7\", \"4ce1043c-8bd8-4b77-894a-3ab5505fea08\", \"6c26926f-dae5-4f65-9b64-63ced1549013\", \"92c292be-89d6-42a5-846d-7bc6e59347ed\", \"e9113017-0f37-4a6f-a818-c76387b6fb3e\", \"22aafc36-3967-42e3-9e0b-c7f87ef8e09e\", \"8ac7e4ef-2d87-4f7c-b789-302db292421b\", \"0ff6d3d0-ed24-451f-a9bc-12e8aeb133ee\"], \"total_duration\": 12281.0, \"total_sessions\": 10, \"mean_week_duration\": 58.481}}, {\"87509\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-01-29 10:02:52.000000+00:00\", \"2019-10-29 18:39:05.000000+00:00\", \"2022-05-01 17:21:01.000000+00:00\"], \"session_ids\": [\"48d52cb0-1e5b-45c7-93cb-0c2791fe6acc\", \"dd667808-05bb-46ec-822a-842a424e6f4e\", \"050aabe4-9bcb-4f3b-bf1c-7f8201d2a5cc\"], \"total_duration\": 489.0, \"total_sessions\": 3, \"mean_week_duration\": 3.733}}, {\"93979\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-01-22 14:25:49.000000+00:00\", \"2022-03-21 15:33:46.000000+00:00\"], \"session_ids\": [\"16913b27-3eb1-4514-ac30-eae1394776f6\", \"c0f74ff4-e988-48f8-9ab6-5fcf6abd3412\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 1.131}}, {\"82248\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-03-03 17:17:36.000000+00:00\", \"2021-08-18 05:40:33.000000+00:00\"], \"session_ids\": [\"e597c520-20d7-4e34-97d0-7b4e8834d905\", \"494d2fea-11a6-47b6-a811-90bc3e3ef5bd\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 0.519}}, {\"93467\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-23 04:54:30.000000+00:00\", \"2022-06-08 01:19:06.000000+00:00\"], \"session_ids\": [\"93c5517f-f290-4557-8420-94056fa3f360\", \"04e8b1a7-956f-42cd-9012-90058d88bfe4\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 2.333}}, {\"17608\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-04 10:26:32.000000+00:00\", \"2019-07-09 03:59:40.000000+00:00\"], \"session_ids\": [\"6c19d2d2-c798-4872-824d-ec6ca19083b8\", \"432e01d2-e2e9-4063-b79e-2d1f3d11b7aa\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.43}}, {\"90067\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-19 08:00:20.000000+00:00\", \"2020-04-15 10:33:45.000000+00:00\"], \"session_ids\": [\"5b5f7dec-7b67-4299-b47d-948ca93423d9\", \"28e05980-a35e-44b0-864f-cb3789d54632\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 2.059}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please provide insights on 3 users who have median of duration of sessions per week greater than 12 and less than 48 (both not including) and in addition put to use sorting by overall duration 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{\"62987\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-10-19 15:49:53.000000+00:00\", \"2019-11-14 15:30:08.000000+00:00\", \"2019-12-28 03:53:08.000000+00:00\", \"2021-10-26 21:26:51.000000+00:00\", \"2021-07-11 05:30:23.000000+00:00\", \"2022-12-29 21:50:50.000000+00:00\"], \"session_ids\": [\"b279a5a4-af7e-4fc1-b575-6a6d79533111\", \"3153ff8e-b7f1-460c-9e3b-46947c3ac919\", \"3c048e52-4bbf-4faf-bca3-bdcd9e1d9519\", \"2129d351-7830-48eb-9050-518c1a920bc4\", \"b87470a9-7b86-45a0-a06b-5c44b12a1e07\", \"a134f138-37b9-40fc-a3b8-15930390c475\"], \"total_duration\": 1428.0, \"total_sessions\": 6, \"mean_week_duration\": 8.761}, \"63739\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-06-05 17:09:04.000000+00:00\", \"2019-11-27 01:47:20.000000+00:00\"], \"session_ids\": [\"1f517005-25fa-41c5-b25a-db0d4d9aa34b\", \"0ead157e-0f8d-486c-b525-c9127eecd607\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 0.47}, \"84249\": {\"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\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-05-31 15:34:43.000000+00:00\", \"2020-06-27 06:50:15.000000+00:00\", \"2020-11-04 00:14:44.000000+00:00\", \"2019-07-19 13:57:38.000000+00:00\", \"2022-02-02 17:53:54.000000+00:00\", \"2021-05-20 18:17:37.000000+00:00\", \"2020-08-16 05:36:13.000000+00:00\", \"2022-05-12 06:25:10.000000+00:00\", \"2021-04-12 19:32:35.000000+00:00\"], \"session_ids\": [\"2398abca-11e2-477c-ba08-68530aee5eac\", \"764a138a-cf82-4832-9a23-48f100795e53\", \"b5eba23c-0881-4fe1-ad61-beca6bc952bd\", \"728a6560-f4c9-4bf2-a664-6d01fe1a5cab\", \"67fe46bf-5d26-4e08-9041-91022552e781\", \"f2cc2a12-f9a4-4032-8954-3cb40e7c1409\", \"7d2b7f38-1efe-4973-9d73-111d1c4727a8\", \"a687ef4b-5586-479d-ae05-4aeb6f2d793b\", \"68994bb4-672b-4f8f-9e07-0842f00671e9\"], \"total_duration\": 698.0, \"total_sessions\": 9, \"mean_week_duration\": 4.532}, \"73126\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-04-22 01:11:40.000000+00:00\", \"2019-10-21 23:24:52.000000+00:00\"], \"session_ids\": [\"7feb6ea3-0dd2-4ce2-afd7-dbc44d002834\", \"d869f8ae-a72d-45fd-960a-10ca7b42be05\"], \"total_duration\": 121.0, \"total_sessions\": 2, \"mean_week_duration\": 4.654}, \"20527\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-03-16 18:19:21.000000+00:00\", \"2021-01-16 21:27:11.000000+00:00\", \"2020-02-22 07:11:37.000000+00:00\", \"2022-09-28 20:08:13.000000+00:00\", \"2021-01-20 11:49:05.000000+00:00\", \"2023-03-29 08:15:36.000000+00:00\", \"2019-06-28 01:53:13.000000+00:00\", \"2021-02-09 02:52:30.000000+00:00\", \"2021-11-19 19:02:02.000000+00:00\"], \"session_ids\": [\"034c5241-0dd4-496e-93a0-ae41d1ed6e3b\", \"bd1f89b6-969b-4a66-8c0f-47f75d86ba90\", \"6df5dcd1-6b9a-4f7e-bdb5-ec0db64d47ed\", \"16398b73-ebc0-4e9b-a3e5-6b9c8346b2ad\", \"1dc6a8fc-6fd4-4fe7-800a-22b28ddf1fc6\", \"ea45d7a6-fce1-46fa-aa54-0682ab3799c5\", \"779fb8c8-e64f-4b5d-a276-d35e36dd056e\", \"7fc1b338-f2d1-4eb1-bb88-25e9035692c7\", \"6892e174-8cb9-42e0-b1a4-ae541fd2ddc1\"], \"total_duration\": 8479.0, \"total_sessions\": 9, \"mean_week_duration\": 43.26}, \"97049\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 8, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-01-22 03:46:27.000000+00:00\", \"2023-02-13 08:51:04.000000+00:00\"], \"session_ids\": [\"bd9bbc96-faea-44d8-bf3e-a3304ed54315\", \"244f2175-85d7-4e3c-a707-19860eb1467f\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 0.804}, \"48408\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-06-28 15:03:58.000000+00:00\", \"2020-11-16 07:34:47.000000+00:00\", \"2020-01-09 09:56:10.000000+00:00\", \"2019-10-12 04:21:47.000000+00:00\"], \"session_ids\": [\"78db5ace-afdb-45da-9e3c-9403bf68fba3\", \"ecca1cf4-625c-4de4-ac92-1406d1a68eb5\", \"2bd0f248-0339-4266-a7e8-72c48ea7a51d\", \"97644d89-1eb0-44d9-a08a-9288d49bb0d4\"], \"total_duration\": 96.0, \"total_sessions\": 4, \"mean_week_duration\": 1.315}, \"13265\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 8, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-02-25 13:59:52.000000+00:00\", \"2020-05-06 22:30:48.000000+00:00\"], \"session_ids\": [\"1045d292-cc90-45ca-a8e3-a3f0bd8549e3\", \"605f69e5-a318-40b3-b876-065d593b7f2a\"], \"total_duration\": 262.0, \"total_sessions\": 2, \"mean_week_duration\": 2.758}, \"32698\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-06-17 16:31:18.000000+00:00\", \"2021-08-02 08:38:54.000000+00:00\"], \"session_ids\": [\"b6eb3a70-562c-4c1c-b311-2eabe4ee4214\", \"a60fc8c0-e3f7-484f-98c1-263d02e5300b\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 1.144}, \"45111\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 6}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-25 11:11:59.000000+00:00\", \"2019-01-25 11:07:01.000000+00:00\"], \"session_ids\": [\"3057f59b-58c8-4338-938e-f0bc0677838b\", \"b336e8a2-df08-4709-b967-0f545bd25366\"], \"total_duration\": 281.0, \"total_sessions\": 2, \"mean_week_duration\": 1.79}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are greater than 12 and are less than 48"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[12, 48]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"20527\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-03-16 18:19:21.000000+00:00\", \"2021-01-16 21:27:11.000000+00:00\", \"2020-02-22 07:11:37.000000+00:00\", \"2022-09-28 20:08:13.000000+00:00\", \"2021-01-20 11:49:05.000000+00:00\", \"2023-03-29 08:15:36.000000+00:00\", \"2019-06-28 01:53:13.000000+00:00\", \"2021-02-09 02:52:30.000000+00:00\", \"2021-11-19 19:02:02.000000+00:00\"], \"session_ids\": [\"034c5241-0dd4-496e-93a0-ae41d1ed6e3b\", \"bd1f89b6-969b-4a66-8c0f-47f75d86ba90\", \"6df5dcd1-6b9a-4f7e-bdb5-ec0db64d47ed\", \"16398b73-ebc0-4e9b-a3e5-6b9c8346b2ad\", \"1dc6a8fc-6fd4-4fe7-800a-22b28ddf1fc6\", \"ea45d7a6-fce1-46fa-aa54-0682ab3799c5\", \"779fb8c8-e64f-4b5d-a276-d35e36dd056e\", \"7fc1b338-f2d1-4eb1-bb88-25e9035692c7\", \"6892e174-8cb9-42e0-b1a4-ae541fd2ddc1\"], \"total_duration\": 8479.0, \"total_sessions\": 9, \"mean_week_duration\": 43.26}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"20527\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-03-16 18:19:21.000000+00:00\", \"2021-01-16 21:27:11.000000+00:00\", \"2020-02-22 07:11:37.000000+00:00\", \"2022-09-28 20:08:13.000000+00:00\", \"2021-01-20 11:49:05.000000+00:00\", \"2023-03-29 08:15:36.000000+00:00\", \"2019-06-28 01:53:13.000000+00:00\", \"2021-02-09 02:52:30.000000+00:00\", \"2021-11-19 19:02:02.000000+00:00\"], \"session_ids\": [\"034c5241-0dd4-496e-93a0-ae41d1ed6e3b\", \"bd1f89b6-969b-4a66-8c0f-47f75d86ba90\", \"6df5dcd1-6b9a-4f7e-bdb5-ec0db64d47ed\", \"16398b73-ebc0-4e9b-a3e5-6b9c8346b2ad\", \"1dc6a8fc-6fd4-4fe7-800a-22b28ddf1fc6\", \"ea45d7a6-fce1-46fa-aa54-0682ab3799c5\", \"779fb8c8-e64f-4b5d-a276-d35e36dd056e\", \"7fc1b338-f2d1-4eb1-bb88-25e9035692c7\", \"6892e174-8cb9-42e0-b1a4-ae541fd2ddc1\"], \"total_duration\": 8479.0, \"total_sessions\": 9, \"mean_week_duration\": 43.26}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 3 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"20527\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-03-16 18:19:21.000000+00:00\", \"2021-01-16 21:27:11.000000+00:00\", \"2020-02-22 07:11:37.000000+00:00\", \"2022-09-28 20:08:13.000000+00:00\", \"2021-01-20 11:49:05.000000+00:00\", \"2023-03-29 08:15:36.000000+00:00\", \"2019-06-28 01:53:13.000000+00:00\", \"2021-02-09 02:52:30.000000+00:00\", \"2021-11-19 19:02:02.000000+00:00\"], \"session_ids\": [\"034c5241-0dd4-496e-93a0-ae41d1ed6e3b\", \"bd1f89b6-969b-4a66-8c0f-47f75d86ba90\", \"6df5dcd1-6b9a-4f7e-bdb5-ec0db64d47ed\", \"16398b73-ebc0-4e9b-a3e5-6b9c8346b2ad\", \"1dc6a8fc-6fd4-4fe7-800a-22b28ddf1fc6\", \"ea45d7a6-fce1-46fa-aa54-0682ab3799c5\", \"779fb8c8-e64f-4b5d-a276-d35e36dd056e\", \"7fc1b338-f2d1-4eb1-bb88-25e9035692c7\", \"6892e174-8cb9-42e0-b1a4-ae541fd2ddc1\"], \"total_duration\": 8479.0, \"total_sessions\": 9, \"mean_week_duration\": 43.26}}]\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[{\"20527\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-03-16 18:19:21.000000+00:00\", \"2021-01-16 21:27:11.000000+00:00\", \"2020-02-22 07:11:37.000000+00:00\", \"2022-09-28 20:08:13.000000+00:00\", \"2021-01-20 11:49:05.000000+00:00\", \"2023-03-29 08:15:36.000000+00:00\", \"2019-06-28 01:53:13.000000+00:00\", \"2021-02-09 02:52:30.000000+00:00\", \"2021-11-19 19:02:02.000000+00:00\"], \"session_ids\": [\"034c5241-0dd4-496e-93a0-ae41d1ed6e3b\", \"bd1f89b6-969b-4a66-8c0f-47f75d86ba90\", \"6df5dcd1-6b9a-4f7e-bdb5-ec0db64d47ed\", \"16398b73-ebc0-4e9b-a3e5-6b9c8346b2ad\", \"1dc6a8fc-6fd4-4fe7-800a-22b28ddf1fc6\", \"ea45d7a6-fce1-46fa-aa54-0682ab3799c5\", \"779fb8c8-e64f-4b5d-a276-d35e36dd056e\", \"7fc1b338-f2d1-4eb1-bb88-25e9035692c7\", \"6892e174-8cb9-42e0-b1a4-ae541fd2ddc1\"], \"total_duration\": 8479.0, \"total_sessions\": 9, \"mean_week_duration\": 43.26}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I need to get information about users whose overall sessions count is greater than 2 and put to use sorting by median of duration of sessions per week from the largest to the smallest."
}
] |
[
{
"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{\"46418\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-02-16 22:24:57.000000+00:00\", \"2020-12-05 19:14:14.000000+00:00\", \"2023-01-10 01:51:05.000000+00:00\", \"2019-06-04 00:54:04.000000+00:00\", \"2021-11-25 18:48:51.000000+00:00\"], \"session_ids\": [\"7ef9d372-81b5-471a-af1f-a5e38f97c7a2\", \"8863ae33-326d-403d-9785-3748b180b4cd\", \"ed1b8822-50d9-438f-878e-bb1c1091b5c7\", \"59014f9d-214e-4118-9885-2a7a4ac6f2ba\", \"30049ef6-3012-46fd-8d75-4d4f090810fd\"], \"total_duration\": 233.0, \"total_sessions\": 5, \"mean_week_duration\": 1.239}, \"31501\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-10-25 21:20:51.000000+00:00\", \"2020-06-28 09:33:38.000000+00:00\", \"2021-12-22 17:07:36.000000+00:00\"], \"session_ids\": [\"d0822be6-edd3-40df-8e5e-0e4b978ecd80\", \"54b9a726-8d76-4827-94ab-0229475ead61\", \"36e2678e-ab33-4391-8e64-d2f2ff1125b2\"], \"total_duration\": 201.0, \"total_sessions\": 3, \"mean_week_duration\": 2.577}, \"71813\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-05-28 13:48:01.000000+00:00\", \"2019-10-20 01:46:30.000000+00:00\", \"2020-02-08 00:04:30.000000+00:00\", \"2022-01-28 08:26:55.000000+00:00\", \"2023-03-29 12:55:32.000000+00:00\", \"2022-09-06 19:39:34.000000+00:00\", \"2021-05-17 23:16:25.000000+00:00\", \"2020-01-26 13:43:09.000000+00:00\", \"2019-11-19 20:03:37.000000+00:00\"], \"session_ids\": [\"cdf9690f-d154-40ed-9afd-08fa70c5765b\", \"a60e079f-87ef-4311-a6e1-7e55fb18605d\", \"0c903914-2e66-456a-9738-1144af495037\", \"b211dd49-47ba-457f-9d71-c0c24f0aeae4\", \"b1da27aa-2f24-4eac-ae27-2b3a21f0eab3\", \"54155504-8503-4672-9aa4-09557e2684f1\", \"9f28cab0-2dc8-442d-959a-3e74823a7cc7\", \"4acb517e-4b3e-40b1-ab57-d44a2edf3089\", \"804f06b0-5e19-451c-a4cf-2551065e104e\"], \"total_duration\": 1992.0, \"total_sessions\": 9, \"mean_week_duration\": 11.067}, \"11696\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-11-29 15:32:14.000000+00:00\", \"2023-06-11 22:03:32.000000+00:00\"], \"session_ids\": [\"9b1a79af-8b27-4358-aba3-a97de7391a81\", \"71509d5d-9c83-4d84-bd2b-2307dac96699\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 2.909}, \"3004\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-05-23 00:14:13.000000+00:00\", \"2019-09-27 23:45:06.000000+00:00\", \"2023-03-26 22:19:41.000000+00:00\"], \"session_ids\": [\"b234e258-12c2-4ae9-9862-7c2d73e32b1b\", \"1f21d4da-f3b1-4354-9620-b8e3eddf114d\", \"9f5d310f-ba1a-4ea1-bbdf-e8d578a073c4\"], \"total_duration\": 855.0, \"total_sessions\": 3, \"mean_week_duration\": 4.672}, \"71419\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-11-23 14:36:42.000000+00:00\", \"2021-12-15 06:32:27.000000+00:00\", \"2019-08-16 12:07:01.000000+00:00\", \"2019-01-26 22:21:56.000000+00:00\"], \"session_ids\": [\"f1e3c952-717a-4d04-815f-04cba2aff1b3\", \"76be2947-5e4d-4fcd-b4c9-bd6910bd0717\", \"dc7aaa04-5ac7-4a5e-bf5c-c691faf30083\", \"794906d2-951e-4d95-b4db-77cd95270476\"], \"total_duration\": 293.0, \"total_sessions\": 4, \"mean_week_duration\": 1.94}, \"29717\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-02 21:38:21.000000+00:00\", \"2022-06-04 17:38:23.000000+00:00\", \"2022-03-16 01:53:49.000000+00:00\", \"2021-02-13 11:26:16.000000+00:00\"], \"session_ids\": [\"760d320a-af65-497e-b8b4-b3be836059c8\", \"94ce115a-2250-4ba4-95b2-ff8e072da232\", \"f3c28cae-50ee-471e-82c5-1fc7b1cd3a66\", \"e6664b77-e309-4355-b4b0-45f9da9b4594\"], \"total_duration\": 1486.0, \"total_sessions\": 4, \"mean_week_duration\": 21.853}, \"51881\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-12-01 21:28:32.000000+00:00\", \"2022-04-06 20:26:09.000000+00:00\", \"2020-01-09 23:13:25.000000+00:00\"], \"session_ids\": [\"fd41ee4c-c01e-402e-a355-5a57c4ee038e\", \"7c1015f5-78e4-414c-92d9-5c73053ccd77\", \"99561dec-a1a5-42ba-832b-300fce1a5e70\"], \"total_duration\": 245.0, \"total_sessions\": 3, \"mean_week_duration\": 1.623}, \"16934\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-06-04 14:27:59.000000+00:00\", \"2020-03-19 13:15:54.000000+00:00\", \"2023-01-01 23:46:33.000000+00:00\", \"2023-04-29 02:13:53.000000+00:00\", \"2022-12-25 02:18:55.000000+00:00\"], \"session_ids\": [\"0cc5ace7-71f2-4e86-9e4f-ceaa5051ccc4\", \"ffb58ea6-f348-460a-b84e-82fc94c71d35\", \"5ff29ce0-3664-4d94-93f9-b5067994c5ea\", \"769869ad-0456-4d83-87c5-ed478a1bea82\", \"3608c254-45ad-400f-94d3-c478aec457d7\"], \"total_duration\": 815.0, \"total_sessions\": 5, \"mean_week_duration\": 5.0}, \"61088\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-30 11:38:08.000000+00:00\", \"2021-12-09 06:30:31.000000+00:00\"], \"session_ids\": [\"0b4a35d6-2850-4d83-a744-d745846d4290\", \"e37d0d45-7758-4491-b509-d8cb3f9def0b\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 1.857}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or greater than 2"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\"]]}, \"all_values\": {\"total_sessions\": [[2, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"46418\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-02-16 22:24:57.000000+00:00\", \"2020-12-05 19:14:14.000000+00:00\", \"2023-01-10 01:51:05.000000+00:00\", \"2019-06-04 00:54:04.000000+00:00\", \"2021-11-25 18:48:51.000000+00:00\"], \"session_ids\": [\"7ef9d372-81b5-471a-af1f-a5e38f97c7a2\", \"8863ae33-326d-403d-9785-3748b180b4cd\", \"ed1b8822-50d9-438f-878e-bb1c1091b5c7\", \"59014f9d-214e-4118-9885-2a7a4ac6f2ba\", \"30049ef6-3012-46fd-8d75-4d4f090810fd\"], \"total_duration\": 233.0, \"total_sessions\": 5, \"mean_week_duration\": 1.239}, \"31501\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-10-25 21:20:51.000000+00:00\", \"2020-06-28 09:33:38.000000+00:00\", \"2021-12-22 17:07:36.000000+00:00\"], \"session_ids\": [\"d0822be6-edd3-40df-8e5e-0e4b978ecd80\", \"54b9a726-8d76-4827-94ab-0229475ead61\", \"36e2678e-ab33-4391-8e64-d2f2ff1125b2\"], \"total_duration\": 201.0, \"total_sessions\": 3, \"mean_week_duration\": 2.577}, \"71813\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-05-28 13:48:01.000000+00:00\", \"2019-10-20 01:46:30.000000+00:00\", \"2020-02-08 00:04:30.000000+00:00\", \"2022-01-28 08:26:55.000000+00:00\", \"2023-03-29 12:55:32.000000+00:00\", \"2022-09-06 19:39:34.000000+00:00\", \"2021-05-17 23:16:25.000000+00:00\", \"2020-01-26 13:43:09.000000+00:00\", \"2019-11-19 20:03:37.000000+00:00\"], \"session_ids\": [\"cdf9690f-d154-40ed-9afd-08fa70c5765b\", \"a60e079f-87ef-4311-a6e1-7e55fb18605d\", \"0c903914-2e66-456a-9738-1144af495037\", \"b211dd49-47ba-457f-9d71-c0c24f0aeae4\", \"b1da27aa-2f24-4eac-ae27-2b3a21f0eab3\", \"54155504-8503-4672-9aa4-09557e2684f1\", \"9f28cab0-2dc8-442d-959a-3e74823a7cc7\", \"4acb517e-4b3e-40b1-ab57-d44a2edf3089\", \"804f06b0-5e19-451c-a4cf-2551065e104e\"], \"total_duration\": 1992.0, \"total_sessions\": 9, \"mean_week_duration\": 11.067}, \"11696\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-11-29 15:32:14.000000+00:00\", \"2023-06-11 22:03:32.000000+00:00\"], \"session_ids\": [\"9b1a79af-8b27-4358-aba3-a97de7391a81\", \"71509d5d-9c83-4d84-bd2b-2307dac96699\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 2.909}, \"3004\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-05-23 00:14:13.000000+00:00\", \"2019-09-27 23:45:06.000000+00:00\", \"2023-03-26 22:19:41.000000+00:00\"], \"session_ids\": [\"b234e258-12c2-4ae9-9862-7c2d73e32b1b\", \"1f21d4da-f3b1-4354-9620-b8e3eddf114d\", \"9f5d310f-ba1a-4ea1-bbdf-e8d578a073c4\"], \"total_duration\": 855.0, \"total_sessions\": 3, \"mean_week_duration\": 4.672}, \"71419\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-11-23 14:36:42.000000+00:00\", \"2021-12-15 06:32:27.000000+00:00\", \"2019-08-16 12:07:01.000000+00:00\", \"2019-01-26 22:21:56.000000+00:00\"], \"session_ids\": [\"f1e3c952-717a-4d04-815f-04cba2aff1b3\", \"76be2947-5e4d-4fcd-b4c9-bd6910bd0717\", \"dc7aaa04-5ac7-4a5e-bf5c-c691faf30083\", \"794906d2-951e-4d95-b4db-77cd95270476\"], \"total_duration\": 293.0, \"total_sessions\": 4, \"mean_week_duration\": 1.94}, \"29717\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-02 21:38:21.000000+00:00\", \"2022-06-04 17:38:23.000000+00:00\", \"2022-03-16 01:53:49.000000+00:00\", \"2021-02-13 11:26:16.000000+00:00\"], \"session_ids\": [\"760d320a-af65-497e-b8b4-b3be836059c8\", \"94ce115a-2250-4ba4-95b2-ff8e072da232\", \"f3c28cae-50ee-471e-82c5-1fc7b1cd3a66\", \"e6664b77-e309-4355-b4b0-45f9da9b4594\"], \"total_duration\": 1486.0, \"total_sessions\": 4, \"mean_week_duration\": 21.853}, \"51881\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-12-01 21:28:32.000000+00:00\", \"2022-04-06 20:26:09.000000+00:00\", \"2020-01-09 23:13:25.000000+00:00\"], \"session_ids\": [\"fd41ee4c-c01e-402e-a355-5a57c4ee038e\", \"7c1015f5-78e4-414c-92d9-5c73053ccd77\", \"99561dec-a1a5-42ba-832b-300fce1a5e70\"], \"total_duration\": 245.0, \"total_sessions\": 3, \"mean_week_duration\": 1.623}, \"16934\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-06-04 14:27:59.000000+00:00\", \"2020-03-19 13:15:54.000000+00:00\", \"2023-01-01 23:46:33.000000+00:00\", \"2023-04-29 02:13:53.000000+00:00\", \"2022-12-25 02:18:55.000000+00:00\"], \"session_ids\": [\"0cc5ace7-71f2-4e86-9e4f-ceaa5051ccc4\", \"ffb58ea6-f348-460a-b84e-82fc94c71d35\", \"5ff29ce0-3664-4d94-93f9-b5067994c5ea\", \"769869ad-0456-4d83-87c5-ed478a1bea82\", \"3608c254-45ad-400f-94d3-c478aec457d7\"], \"total_duration\": 815.0, \"total_sessions\": 5, \"mean_week_duration\": 5.0}, \"61088\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-30 11:38:08.000000+00:00\", \"2021-12-09 06:30:31.000000+00:00\"], \"session_ids\": [\"0b4a35d6-2850-4d83-a744-d745846d4290\", \"e37d0d45-7758-4491-b509-d8cb3f9def0b\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 1.857}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"29717\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-02 21:38:21.000000+00:00\", \"2022-06-04 17:38:23.000000+00:00\", \"2022-03-16 01:53:49.000000+00:00\", \"2021-02-13 11:26:16.000000+00:00\"], \"session_ids\": [\"760d320a-af65-497e-b8b4-b3be836059c8\", \"94ce115a-2250-4ba4-95b2-ff8e072da232\", \"f3c28cae-50ee-471e-82c5-1fc7b1cd3a66\", \"e6664b77-e309-4355-b4b0-45f9da9b4594\"], \"total_duration\": 1486.0, \"total_sessions\": 4, \"mean_week_duration\": 21.853}}, {\"71813\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-05-28 13:48:01.000000+00:00\", \"2019-10-20 01:46:30.000000+00:00\", \"2020-02-08 00:04:30.000000+00:00\", \"2022-01-28 08:26:55.000000+00:00\", \"2023-03-29 12:55:32.000000+00:00\", \"2022-09-06 19:39:34.000000+00:00\", \"2021-05-17 23:16:25.000000+00:00\", \"2020-01-26 13:43:09.000000+00:00\", \"2019-11-19 20:03:37.000000+00:00\"], \"session_ids\": [\"cdf9690f-d154-40ed-9afd-08fa70c5765b\", \"a60e079f-87ef-4311-a6e1-7e55fb18605d\", \"0c903914-2e66-456a-9738-1144af495037\", \"b211dd49-47ba-457f-9d71-c0c24f0aeae4\", \"b1da27aa-2f24-4eac-ae27-2b3a21f0eab3\", \"54155504-8503-4672-9aa4-09557e2684f1\", \"9f28cab0-2dc8-442d-959a-3e74823a7cc7\", \"4acb517e-4b3e-40b1-ab57-d44a2edf3089\", \"804f06b0-5e19-451c-a4cf-2551065e104e\"], \"total_duration\": 1992.0, \"total_sessions\": 9, \"mean_week_duration\": 11.067}}, {\"16934\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-06-04 14:27:59.000000+00:00\", \"2020-03-19 13:15:54.000000+00:00\", \"2023-01-01 23:46:33.000000+00:00\", \"2023-04-29 02:13:53.000000+00:00\", \"2022-12-25 02:18:55.000000+00:00\"], \"session_ids\": [\"0cc5ace7-71f2-4e86-9e4f-ceaa5051ccc4\", \"ffb58ea6-f348-460a-b84e-82fc94c71d35\", \"5ff29ce0-3664-4d94-93f9-b5067994c5ea\", \"769869ad-0456-4d83-87c5-ed478a1bea82\", \"3608c254-45ad-400f-94d3-c478aec457d7\"], \"total_duration\": 815.0, \"total_sessions\": 5, \"mean_week_duration\": 5.0}}, {\"3004\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-05-23 00:14:13.000000+00:00\", \"2019-09-27 23:45:06.000000+00:00\", \"2023-03-26 22:19:41.000000+00:00\"], \"session_ids\": [\"b234e258-12c2-4ae9-9862-7c2d73e32b1b\", \"1f21d4da-f3b1-4354-9620-b8e3eddf114d\", \"9f5d310f-ba1a-4ea1-bbdf-e8d578a073c4\"], \"total_duration\": 855.0, \"total_sessions\": 3, \"mean_week_duration\": 4.672}}, {\"11696\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-11-29 15:32:14.000000+00:00\", \"2023-06-11 22:03:32.000000+00:00\"], \"session_ids\": [\"9b1a79af-8b27-4358-aba3-a97de7391a81\", \"71509d5d-9c83-4d84-bd2b-2307dac96699\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 2.909}}, {\"31501\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-10-25 21:20:51.000000+00:00\", \"2020-06-28 09:33:38.000000+00:00\", \"2021-12-22 17:07:36.000000+00:00\"], \"session_ids\": [\"d0822be6-edd3-40df-8e5e-0e4b978ecd80\", \"54b9a726-8d76-4827-94ab-0229475ead61\", \"36e2678e-ab33-4391-8e64-d2f2ff1125b2\"], \"total_duration\": 201.0, \"total_sessions\": 3, \"mean_week_duration\": 2.577}}, {\"71419\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-11-23 14:36:42.000000+00:00\", \"2021-12-15 06:32:27.000000+00:00\", \"2019-08-16 12:07:01.000000+00:00\", \"2019-01-26 22:21:56.000000+00:00\"], \"session_ids\": [\"f1e3c952-717a-4d04-815f-04cba2aff1b3\", \"76be2947-5e4d-4fcd-b4c9-bd6910bd0717\", \"dc7aaa04-5ac7-4a5e-bf5c-c691faf30083\", \"794906d2-951e-4d95-b4db-77cd95270476\"], \"total_duration\": 293.0, \"total_sessions\": 4, \"mean_week_duration\": 1.94}}, {\"61088\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-30 11:38:08.000000+00:00\", \"2021-12-09 06:30:31.000000+00:00\"], \"session_ids\": [\"0b4a35d6-2850-4d83-a744-d745846d4290\", \"e37d0d45-7758-4491-b509-d8cb3f9def0b\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 1.857}}, {\"51881\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-12-01 21:28:32.000000+00:00\", \"2022-04-06 20:26:09.000000+00:00\", \"2020-01-09 23:13:25.000000+00:00\"], \"session_ids\": [\"fd41ee4c-c01e-402e-a355-5a57c4ee038e\", \"7c1015f5-78e4-414c-92d9-5c73053ccd77\", \"99561dec-a1a5-42ba-832b-300fce1a5e70\"], \"total_duration\": 245.0, \"total_sessions\": 3, \"mean_week_duration\": 1.623}}, {\"46418\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-02-16 22:24:57.000000+00:00\", \"2020-12-05 19:14:14.000000+00:00\", \"2023-01-10 01:51:05.000000+00:00\", \"2019-06-04 00:54:04.000000+00:00\", \"2021-11-25 18:48:51.000000+00:00\"], \"session_ids\": [\"7ef9d372-81b5-471a-af1f-a5e38f97c7a2\", \"8863ae33-326d-403d-9785-3748b180b4cd\", \"ed1b8822-50d9-438f-878e-bb1c1091b5c7\", \"59014f9d-214e-4118-9885-2a7a4ac6f2ba\", \"30049ef6-3012-46fd-8d75-4d4f090810fd\"], \"total_duration\": 233.0, \"total_sessions\": 5, \"mean_week_duration\": 1.239}}]\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[{\"29717\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-02 21:38:21.000000+00:00\", \"2022-06-04 17:38:23.000000+00:00\", \"2022-03-16 01:53:49.000000+00:00\", \"2021-02-13 11:26:16.000000+00:00\"], \"session_ids\": [\"760d320a-af65-497e-b8b4-b3be836059c8\", \"94ce115a-2250-4ba4-95b2-ff8e072da232\", \"f3c28cae-50ee-471e-82c5-1fc7b1cd3a66\", \"e6664b77-e309-4355-b4b0-45f9da9b4594\"], \"total_duration\": 1486.0, \"total_sessions\": 4, \"mean_week_duration\": 21.853}}, {\"71813\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-05-28 13:48:01.000000+00:00\", \"2019-10-20 01:46:30.000000+00:00\", \"2020-02-08 00:04:30.000000+00:00\", \"2022-01-28 08:26:55.000000+00:00\", \"2023-03-29 12:55:32.000000+00:00\", \"2022-09-06 19:39:34.000000+00:00\", \"2021-05-17 23:16:25.000000+00:00\", \"2020-01-26 13:43:09.000000+00:00\", \"2019-11-19 20:03:37.000000+00:00\"], \"session_ids\": [\"cdf9690f-d154-40ed-9afd-08fa70c5765b\", \"a60e079f-87ef-4311-a6e1-7e55fb18605d\", \"0c903914-2e66-456a-9738-1144af495037\", \"b211dd49-47ba-457f-9d71-c0c24f0aeae4\", \"b1da27aa-2f24-4eac-ae27-2b3a21f0eab3\", \"54155504-8503-4672-9aa4-09557e2684f1\", \"9f28cab0-2dc8-442d-959a-3e74823a7cc7\", \"4acb517e-4b3e-40b1-ab57-d44a2edf3089\", \"804f06b0-5e19-451c-a4cf-2551065e104e\"], \"total_duration\": 1992.0, \"total_sessions\": 9, \"mean_week_duration\": 11.067}}, {\"16934\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-06-04 14:27:59.000000+00:00\", \"2020-03-19 13:15:54.000000+00:00\", \"2023-01-01 23:46:33.000000+00:00\", \"2023-04-29 02:13:53.000000+00:00\", \"2022-12-25 02:18:55.000000+00:00\"], \"session_ids\": [\"0cc5ace7-71f2-4e86-9e4f-ceaa5051ccc4\", \"ffb58ea6-f348-460a-b84e-82fc94c71d35\", \"5ff29ce0-3664-4d94-93f9-b5067994c5ea\", \"769869ad-0456-4d83-87c5-ed478a1bea82\", \"3608c254-45ad-400f-94d3-c478aec457d7\"], \"total_duration\": 815.0, \"total_sessions\": 5, \"mean_week_duration\": 5.0}}, {\"3004\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-05-23 00:14:13.000000+00:00\", \"2019-09-27 23:45:06.000000+00:00\", \"2023-03-26 22:19:41.000000+00:00\"], \"session_ids\": [\"b234e258-12c2-4ae9-9862-7c2d73e32b1b\", \"1f21d4da-f3b1-4354-9620-b8e3eddf114d\", \"9f5d310f-ba1a-4ea1-bbdf-e8d578a073c4\"], \"total_duration\": 855.0, \"total_sessions\": 3, \"mean_week_duration\": 4.672}}, {\"11696\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-11-29 15:32:14.000000+00:00\", \"2023-06-11 22:03:32.000000+00:00\"], \"session_ids\": [\"9b1a79af-8b27-4358-aba3-a97de7391a81\", \"71509d5d-9c83-4d84-bd2b-2307dac96699\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 2.909}}, {\"31501\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-10-25 21:20:51.000000+00:00\", \"2020-06-28 09:33:38.000000+00:00\", \"2021-12-22 17:07:36.000000+00:00\"], \"session_ids\": [\"d0822be6-edd3-40df-8e5e-0e4b978ecd80\", \"54b9a726-8d76-4827-94ab-0229475ead61\", \"36e2678e-ab33-4391-8e64-d2f2ff1125b2\"], \"total_duration\": 201.0, \"total_sessions\": 3, \"mean_week_duration\": 2.577}}, {\"71419\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-11-23 14:36:42.000000+00:00\", \"2021-12-15 06:32:27.000000+00:00\", \"2019-08-16 12:07:01.000000+00:00\", \"2019-01-26 22:21:56.000000+00:00\"], \"session_ids\": [\"f1e3c952-717a-4d04-815f-04cba2aff1b3\", \"76be2947-5e4d-4fcd-b4c9-bd6910bd0717\", \"dc7aaa04-5ac7-4a5e-bf5c-c691faf30083\", \"794906d2-951e-4d95-b4db-77cd95270476\"], \"total_duration\": 293.0, \"total_sessions\": 4, \"mean_week_duration\": 1.94}}, {\"61088\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-30 11:38:08.000000+00:00\", \"2021-12-09 06:30:31.000000+00:00\"], \"session_ids\": [\"0b4a35d6-2850-4d83-a744-d745846d4290\", \"e37d0d45-7758-4491-b509-d8cb3f9def0b\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 1.857}}, {\"51881\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-12-01 21:28:32.000000+00:00\", \"2022-04-06 20:26:09.000000+00:00\", \"2020-01-09 23:13:25.000000+00:00\"], \"session_ids\": [\"fd41ee4c-c01e-402e-a355-5a57c4ee038e\", \"7c1015f5-78e4-414c-92d9-5c73053ccd77\", \"99561dec-a1a5-42ba-832b-300fce1a5e70\"], \"total_duration\": 245.0, \"total_sessions\": 3, \"mean_week_duration\": 1.623}}, {\"46418\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-02-16 22:24:57.000000+00:00\", \"2020-12-05 19:14:14.000000+00:00\", \"2023-01-10 01:51:05.000000+00:00\", \"2019-06-04 00:54:04.000000+00:00\", \"2021-11-25 18:48:51.000000+00:00\"], \"session_ids\": [\"7ef9d372-81b5-471a-af1f-a5e38f97c7a2\", \"8863ae33-326d-403d-9785-3748b180b4cd\", \"ed1b8822-50d9-438f-878e-bb1c1091b5c7\", \"59014f9d-214e-4118-9885-2a7a4ac6f2ba\", \"30049ef6-3012-46fd-8d75-4d4f090810fd\"], \"total_duration\": 233.0, \"total_sessions\": 5, \"mean_week_duration\": 1.239}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me an information about users with a overall quantity of sessions that is higher than 2 and lower than 7, exclusive 2 and do sorting by site usage time form the lowest to the highest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"11430\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-12-27 05:06:53.000000+00:00\", \"2019-08-07 06:29:38.000000+00:00\"], \"session_ids\": [\"71b40c31-7066-412c-a446-2cc07b05932e\", \"6f29a83a-78fc-4adf-a0ea-ed57188dd3ce\"], \"total_duration\": 374.0, \"total_sessions\": 2, \"mean_week_duration\": 2.113}, \"42800\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-02-03 20:07:16.000000+00:00\", \"2020-08-22 21:25:54.000000+00:00\"], \"session_ids\": [\"2595edd5-54e4-43e4-be4f-63a584191b09\", \"bf7115e1-71aa-4429-8f6b-857f4cfd7515\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 1.842}, \"38155\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 6, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-01-01 16:57:20.000000+00:00\", \"2020-11-27 16:18:53.000000+00:00\", \"2019-03-31 09:54:46.000000+00:00\", \"2021-07-29 22:22:23.000000+00:00\", \"2023-02-24 18:28:48.000000+00:00\", \"2020-03-30 18:36:55.000000+00:00\", \"2021-05-21 20:02:08.000000+00:00\", \"2022-08-27 02:13:40.000000+00:00\", \"2020-07-10 17:46:01.000000+00:00\"], \"session_ids\": [\"ff9177b4-56d1-493b-a363-e8e649a2d6c3\", \"8850a29b-80c6-4dc0-b862-82e263e25018\", \"62a9117c-2f96-4300-930b-378d66052270\", \"95cc5a93-13d9-4767-a556-56dfff9f0dab\", \"3dd35f96-912e-4dc1-9825-5c3295de4158\", \"6d49ca7b-e0f7-42ef-ba40-22e1ab406259\", \"e9ab9eee-4926-44fd-99cd-2c04fb1f75ad\", \"e29a0541-515a-40b1-9353-fe422853b4fa\", \"6df0ca4b-ee03-4690-b3d1-e410de1138ef\"], \"total_duration\": 321.0, \"total_sessions\": 9, \"mean_week_duration\": 1.574}, \"66853\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-08-10 10:21:34.000000+00:00\", \"2022-04-10 16:27:42.000000+00:00\", \"2019-08-03 22:14:36.000000+00:00\"], \"session_ids\": [\"599ead24-cc51-4872-9363-afc4cc6adef5\", \"af30cf5a-4d58-42bf-bd8d-c426b488af98\", \"a4ca7eed-e30c-4201-a3a2-509fb6380a0f\"], \"total_duration\": 179.0, \"total_sessions\": 3, \"mean_week_duration\": 1.279}, \"26439\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-03-21 17:25:59.000000+00:00\", \"2020-06-14 02:45:47.000000+00:00\"], \"session_ids\": [\"782c4517-21ae-4a18-b76c-ba720583527b\", \"7f474075-d1bd-468c-9271-fac007de395f\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 0.993}, \"34091\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-10-31 13:06:02.000000+00:00\", \"2021-03-05 00:57:34.000000+00:00\"], \"session_ids\": [\"2b2dfc63-c32d-4c3c-ac80-eb09401c4b01\", \"a979409f-a08a-4e4e-b079-a4f750ed401d\"], \"total_duration\": 460.0, \"total_sessions\": 2, \"mean_week_duration\": 13.143}, \"21311\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-03-03 01:37:07.000000+00:00\", \"2022-12-28 10:42:57.000000+00:00\", \"2019-06-08 11:20:26.000000+00:00\", \"2022-05-07 03:53:48.000000+00:00\", \"2021-11-13 14:14:50.000000+00:00\"], \"session_ids\": [\"ef7a07a2-9c4f-4ea3-9b8b-7ec4f4af170c\", \"9905195d-5a08-4931-91a3-3c79949d7a25\", \"7f432c69-eb7e-43ff-ad5f-f0b89d414b68\", \"4d165845-7e50-4a70-8415-c61c11ebdee4\", \"09de6d1a-4357-4e81-ad44-962b6159b453\"], \"total_duration\": 1978.0, \"total_sessions\": 5, \"mean_week_duration\": 10.144}, \"20086\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-01-01 19:38:14.000000+00:00\", \"2020-10-26 08:59:26.000000+00:00\"], \"session_ids\": [\"60585cb7-9690-4f8e-b323-38589e911f83\", \"037d5093-6f36-4da1-a0f5-645bccaebf93\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 1.7}, \"93838\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-02-17 02:39:39.000000+00:00\", \"2021-03-26 00:32:53.000000+00:00\", \"2020-05-16 05:03:45.000000+00:00\", \"2020-04-30 11:15:04.000000+00:00\"], \"session_ids\": [\"9be3d32c-9595-4b04-8f4d-c1184e87cf0e\", \"20223e5e-3932-4813-8520-0fe7e1652e35\", \"6e092e31-88b7-4f06-aa81-4f4a5c80d057\", \"c9baeb19-4124-4d10-ae6f-33dd7285589c\"], \"total_duration\": 32.0, \"total_sessions\": 4, \"mean_week_duration\": 0.552}, \"41674\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-03-18 10:57:32.000000+00:00\", \"2021-11-17 07:10:48.000000+00:00\"], \"session_ids\": [\"85c1e372-55bd-4e86-afa7-dfa00bf4672d\", \"35e11668-29b9-4ba1-809e-5ed695555852\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.114}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are greater than 2 and are equal or less than 7"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[2, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"66853\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-08-10 10:21:34.000000+00:00\", \"2022-04-10 16:27:42.000000+00:00\", \"2019-08-03 22:14:36.000000+00:00\"], \"session_ids\": [\"599ead24-cc51-4872-9363-afc4cc6adef5\", \"af30cf5a-4d58-42bf-bd8d-c426b488af98\", \"a4ca7eed-e30c-4201-a3a2-509fb6380a0f\"], \"total_duration\": 179.0, \"total_sessions\": 3, \"mean_week_duration\": 1.279}, \"21311\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-03-03 01:37:07.000000+00:00\", \"2022-12-28 10:42:57.000000+00:00\", \"2019-06-08 11:20:26.000000+00:00\", \"2022-05-07 03:53:48.000000+00:00\", \"2021-11-13 14:14:50.000000+00:00\"], \"session_ids\": [\"ef7a07a2-9c4f-4ea3-9b8b-7ec4f4af170c\", \"9905195d-5a08-4931-91a3-3c79949d7a25\", \"7f432c69-eb7e-43ff-ad5f-f0b89d414b68\", \"4d165845-7e50-4a70-8415-c61c11ebdee4\", \"09de6d1a-4357-4e81-ad44-962b6159b453\"], \"total_duration\": 1978.0, \"total_sessions\": 5, \"mean_week_duration\": 10.144}, \"93838\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-02-17 02:39:39.000000+00:00\", \"2021-03-26 00:32:53.000000+00:00\", \"2020-05-16 05:03:45.000000+00:00\", \"2020-04-30 11:15:04.000000+00:00\"], \"session_ids\": [\"9be3d32c-9595-4b04-8f4d-c1184e87cf0e\", \"20223e5e-3932-4813-8520-0fe7e1652e35\", \"6e092e31-88b7-4f06-aa81-4f4a5c80d057\", \"c9baeb19-4124-4d10-ae6f-33dd7285589c\"], \"total_duration\": 32.0, \"total_sessions\": 4, \"mean_week_duration\": 0.552}}\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[{\"93838\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-02-17 02:39:39.000000+00:00\", \"2021-03-26 00:32:53.000000+00:00\", \"2020-05-16 05:03:45.000000+00:00\", \"2020-04-30 11:15:04.000000+00:00\"], \"session_ids\": [\"9be3d32c-9595-4b04-8f4d-c1184e87cf0e\", \"20223e5e-3932-4813-8520-0fe7e1652e35\", \"6e092e31-88b7-4f06-aa81-4f4a5c80d057\", \"c9baeb19-4124-4d10-ae6f-33dd7285589c\"], \"total_duration\": 32.0, \"total_sessions\": 4, \"mean_week_duration\": 0.552}}, {\"66853\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-08-10 10:21:34.000000+00:00\", \"2022-04-10 16:27:42.000000+00:00\", \"2019-08-03 22:14:36.000000+00:00\"], \"session_ids\": [\"599ead24-cc51-4872-9363-afc4cc6adef5\", \"af30cf5a-4d58-42bf-bd8d-c426b488af98\", \"a4ca7eed-e30c-4201-a3a2-509fb6380a0f\"], \"total_duration\": 179.0, \"total_sessions\": 3, \"mean_week_duration\": 1.279}}, {\"21311\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-03-03 01:37:07.000000+00:00\", \"2022-12-28 10:42:57.000000+00:00\", \"2019-06-08 11:20:26.000000+00:00\", \"2022-05-07 03:53:48.000000+00:00\", \"2021-11-13 14:14:50.000000+00:00\"], \"session_ids\": [\"ef7a07a2-9c4f-4ea3-9b8b-7ec4f4af170c\", \"9905195d-5a08-4931-91a3-3c79949d7a25\", \"7f432c69-eb7e-43ff-ad5f-f0b89d414b68\", \"4d165845-7e50-4a70-8415-c61c11ebdee4\", \"09de6d1a-4357-4e81-ad44-962b6159b453\"], \"total_duration\": 1978.0, \"total_sessions\": 5, \"mean_week_duration\": 10.144}}]\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[{\"93838\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-02-17 02:39:39.000000+00:00\", \"2021-03-26 00:32:53.000000+00:00\", \"2020-05-16 05:03:45.000000+00:00\", \"2020-04-30 11:15:04.000000+00:00\"], \"session_ids\": [\"9be3d32c-9595-4b04-8f4d-c1184e87cf0e\", \"20223e5e-3932-4813-8520-0fe7e1652e35\", \"6e092e31-88b7-4f06-aa81-4f4a5c80d057\", \"c9baeb19-4124-4d10-ae6f-33dd7285589c\"], \"total_duration\": 32.0, \"total_sessions\": 4, \"mean_week_duration\": 0.552}}, {\"66853\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-08-10 10:21:34.000000+00:00\", \"2022-04-10 16:27:42.000000+00:00\", \"2019-08-03 22:14:36.000000+00:00\"], \"session_ids\": [\"599ead24-cc51-4872-9363-afc4cc6adef5\", \"af30cf5a-4d58-42bf-bd8d-c426b488af98\", \"a4ca7eed-e30c-4201-a3a2-509fb6380a0f\"], \"total_duration\": 179.0, \"total_sessions\": 3, \"mean_week_duration\": 1.279}}, {\"21311\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-03-03 01:37:07.000000+00:00\", \"2022-12-28 10:42:57.000000+00:00\", \"2019-06-08 11:20:26.000000+00:00\", \"2022-05-07 03:53:48.000000+00:00\", \"2021-11-13 14:14:50.000000+00:00\"], \"session_ids\": [\"ef7a07a2-9c4f-4ea3-9b8b-7ec4f4af170c\", \"9905195d-5a08-4931-91a3-3c79949d7a25\", \"7f432c69-eb7e-43ff-ad5f-f0b89d414b68\", \"4d165845-7e50-4a70-8415-c61c11ebdee4\", \"09de6d1a-4357-4e81-ad44-962b6159b453\"], \"total_duration\": 1978.0, \"total_sessions\": 5, \"mean_week_duration\": 10.144}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I have a curiosity about user who is folk of cities Buenos Aires, New York City , and implement sorting by mean of duration of sessions per week in asc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"89378\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2023-06-04 21:54:05.000000+00:00\", \"2020-03-21 16:05:59.000000+00:00\"], \"session_ids\": [\"720a308a-9834-4589-acc4-8ef8a4eae653\", \"735c2b0e-a8ad-48c1-bebc-b379b760d49e\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 0.518}, \"34909\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-06-24 03:46:41.000000+00:00\", \"2022-03-22 16:10:34.000000+00:00\", \"2021-02-23 06:46:43.000000+00:00\", \"2023-01-14 14:18:07.000000+00:00\", \"2021-09-28 16:54:53.000000+00:00\", \"2019-11-13 19:58:17.000000+00:00\", \"2019-06-16 04:16:08.000000+00:00\", \"2022-09-28 12:39:14.000000+00:00\", \"2021-10-20 06:09:15.000000+00:00\", \"2022-06-09 23:13:46.000000+00:00\", \"2021-04-16 03:32:55.000000+00:00\"], \"session_ids\": [\"2977c019-d511-48ff-b2f2-9ca47f843a01\", \"de718d99-9ac0-4a91-a628-c3240cc0e6b1\", \"825a2647-d5d4-4c33-aaa7-94315a0fd54c\", \"4cb31dc2-77f4-4f21-8c35-d9542fc269dd\", \"bec95755-85ac-4cf7-ade1-b4d61f19514a\", \"bb3e4c53-1907-4fdb-868d-5018b4336b5b\", \"95bd4856-fa91-4074-bf88-4290c63fd180\", \"9e7ffaef-cdb5-4b5d-be73-a76d809d277b\", \"099aee49-5cd8-410a-bb53-d2447aa99704\", \"87deda2d-723c-47fb-9303-269661d248db\", \"86e5047c-9b6d-428b-8ce1-8a9b5c487670\"], \"total_duration\": 10535.0, \"total_sessions\": 11, \"mean_week_duration\": 56.337}, \"39574\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-04-03 07:52:06.000000+00:00\", \"2019-10-16 16:41:44.000000+00:00\"], \"session_ids\": [\"e6ef752f-2880-4f77-9eba-e804c28f7b9c\", \"4c50fb73-3b02-40d2-842c-eaafb2812316\"], \"total_duration\": 238.0, \"total_sessions\": 2, \"mean_week_duration\": 9.52}, \"7233\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-12-14 15:15:15.000000+00:00\", \"2020-01-02 19:58:41.000000+00:00\"], \"session_ids\": [\"ef8d45cc-0d15-44af-826b-f6eb1780a51a\", \"c68260b8-8e47-4a80-9adb-96e4f5681946\"], \"total_duration\": 235.0, \"total_sessions\": 2, \"mean_week_duration\": 4.7}, \"1517\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-06-30 17:59:50.000000+00:00\", \"2019-07-09 22:15:56.000000+00:00\"], \"session_ids\": [\"8e2e976a-4b3e-4d3b-8b3b-1360a0be7ade\", \"7b7069f7-3b12-42d3-b640-5388db435d89\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 0.255}, \"46031\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-05-16 16:09:58.000000+00:00\", \"2020-08-23 15:35:37.000000+00:00\"], \"session_ids\": [\"3a415990-af2d-4998-a0f5-ad0f2c812e10\", \"16fa2fcc-ceab-466d-99f3-422e1f8b071e\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.336}, \"57365\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-06-26 06:36:35.000000+00:00\", \"2021-06-23 09:28:05.000000+00:00\", \"2019-09-16 17:02:17.000000+00:00\"], \"session_ids\": [\"d57c01bf-e4f7-4a47-9d0d-22ddef877406\", \"c0d9e07b-ade3-4a49-8def-64adf9bc51cc\", \"fb3a6c4c-f0f3-4fc4-9a8f-898606c17918\"], \"total_duration\": 976.0, \"total_sessions\": 3, \"mean_week_duration\": 10.495}, \"89210\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-01-08 14:51:54.000000+00:00\", \"2020-05-03 03:12:36.000000+00:00\", \"2019-08-15 10:42:23.000000+00:00\", \"2021-04-16 09:48:00.000000+00:00\", \"2021-03-21 04:55:23.000000+00:00\", \"2019-09-10 10:54:18.000000+00:00\"], \"session_ids\": [\"870670fd-2009-4708-b3cc-9364fb61e05e\", \"51a30a6c-f14a-49f4-bd81-ebe2e04cc7c9\", \"ade6dd0e-b664-4655-a081-1dff37475eb9\", \"f75cd6ff-a790-420f-b745-801e9240059c\", \"080b8e68-153e-42c5-bff6-f69fc0d62992\", \"0689f000-c94f-4c80-9e97-7f48140bb9a4\"], \"total_duration\": 1676.0, \"total_sessions\": 6, \"mean_week_duration\": 19.264}, \"45711\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2021-09-02 04:31:42.000000+00:00\", \"2019-04-14 13:41:03.000000+00:00\", \"2021-02-20 22:19:52.000000+00:00\", \"2019-02-12 11:39:12.000000+00:00\", \"2022-07-10 18:49:55.000000+00:00\"], \"session_ids\": [\"42889c7f-4031-4ee5-aed7-152fbcb777ce\", \"825afd0b-226f-4e8c-be1a-5d67acb9eb12\", \"68be2f35-2dcc-446a-9aff-4e7165ee8bc2\", \"3146eeec-e6e6-4e42-b04e-50ec9200edd0\", \"7fc3dd0a-8b99-41eb-ad22-85d8ced54754\"], \"total_duration\": 2679.0, \"total_sessions\": 5, \"mean_week_duration\": 15.051}, \"86764\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-22 05:12:13.000000+00:00\", \"2020-08-25 08:04:33.000000+00:00\", \"2021-10-06 14:25:12.000000+00:00\"], \"session_ids\": [\"9fc40198-42be-4d85-b22b-1aad5e83d0ab\", \"7bc65a60-e943-4c66-bcc9-e79a8cffbd43\", \"18820172-71ab-4739-aeee-762af48e1fcb\"], \"total_duration\": 676.0, \"total_sessions\": 3, \"mean_week_duration\": 11.082}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are Buenos Aires, New York City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Buenos Aires\", \"New York City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding user whose city isn't Nassau in addition put to use sorting by total_duration from the smallest to the largest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"58877\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-05-25 06:15:42.000000+00:00\", \"2023-06-28 19:47:05.000000+00:00\"], \"session_ids\": [\"6cfbd62b-4f49-4941-b5d5-2d366f0a479a\", \"af7d32d2-5fe0-4607-bddf-61351cbe6caa\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 2.93}, \"59913\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-05-29 22:28:49.000000+00:00\", \"2023-02-09 02:18:43.000000+00:00\"], \"session_ids\": [\"c8c8dd68-ab92-49ef-be05-d93abacd99c3\", \"0ba7a24e-b02b-4265-8249-4b0f1400845c\"], \"total_duration\": 487.0, \"total_sessions\": 2, \"mean_week_duration\": 13.162}, \"54654\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-07-08 05:01:50.000000+00:00\", \"2020-11-01 17:29:33.000000+00:00\", \"2020-05-29 09:34:42.000000+00:00\", \"2019-06-13 19:16:36.000000+00:00\", \"2020-01-17 09:36:17.000000+00:00\"], \"session_ids\": [\"baf8a4f3-47d6-493f-8b48-891e0873ce10\", \"474adbf7-2a11-4a28-946b-110aa877735d\", \"ec05ceaa-f0b0-451d-bdc9-25ee951b2359\", \"798c529c-ee38-4d3a-836d-fd1a7c197e48\", \"43dec3d7-088b-4c63-8c10-0d4302b9c9ea\"], \"total_duration\": 114.0, \"total_sessions\": 5, \"mean_week_duration\": 1.056}, \"1288\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-04-20 00:04:58.000000+00:00\", \"2019-07-15 14:30:45.000000+00:00\", \"2019-10-28 00:07:59.000000+00:00\"], \"session_ids\": [\"311c3d46-94a3-4563-9012-0d948b9a875a\", \"e99d12f3-e6d6-49e3-af8b-3489e98d8900\", \"4af2046e-f58f-475b-92e1-95a5ff533a61\"], \"total_duration\": 485.0, \"total_sessions\": 3, \"mean_week_duration\": 5.272}, \"20414\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 8, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-04-28 21:54:24.000000+00:00\", \"2022-06-18 05:07:49.000000+00:00\", \"2022-03-28 22:41:44.000000+00:00\"], \"session_ids\": [\"32947184-4048-4e74-ab6a-3624a691ea27\", \"3eba5464-9ca6-4c12-8507-27913ea858d0\", \"cd7440f7-46d2-470c-8dee-4ee651e0431a\"], \"total_duration\": 1041.0, \"total_sessions\": 3, \"mean_week_duration\": 9.295}, \"63356\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-01-13 18:18:32.000000+00:00\", \"2021-06-12 00:48:24.000000+00:00\", \"2021-06-20 15:18:05.000000+00:00\", \"2023-03-26 17:32:45.000000+00:00\"], \"session_ids\": [\"5f523a36-7e2f-4470-9d19-ed55636a8065\", \"7c06e774-1ba1-4977-a224-035dd73a6325\", \"e91d9282-a575-43d8-ac9f-e0affddb2ab4\", \"d4dbcc99-50be-492f-8bdd-6bf63f24f9a5\"], \"total_duration\": 36.0, \"total_sessions\": 4, \"mean_week_duration\": 0.383}, \"5672\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-12-18 03:38:08.000000+00:00\", \"2021-07-16 14:39:18.000000+00:00\"], \"session_ids\": [\"5e7a31c4-77f0-43a9-9f0e-b99b564d6548\", \"fadd9367-59cf-47d5-b1ae-c98f9e5d87d3\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 1.373}, \"37874\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-24 01:15:16.000000+00:00\", \"2020-04-24 12:19:49.000000+00:00\"], \"session_ids\": [\"b6810695-c667-4fa9-8db1-856ee66db3bd\", \"f1cf419e-7689-4ed1-8b23-2ccba968bbaa\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.25}, \"16487\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-09-18 04:45:19.000000+00:00\", \"2022-11-25 03:32:58.000000+00:00\", \"2021-03-03 11:58:09.000000+00:00\", \"2022-10-31 07:41:15.000000+00:00\", \"2022-07-04 15:12:09.000000+00:00\", \"2023-04-24 12:56:22.000000+00:00\", \"2022-01-25 18:22:59.000000+00:00\", \"2020-03-10 03:29:33.000000+00:00\", \"2023-05-11 14:55:01.000000+00:00\", \"2019-06-18 18:20:58.000000+00:00\"], \"session_ids\": [\"d6a143cf-fe92-4437-99c3-e21b8134a25e\", \"41a70514-0c67-4d4e-a74e-c8844d33980b\", \"99361727-dcf0-4fd7-bccf-33ed88182600\", \"020bbc97-8a49-45c6-a505-822f927783f8\", \"85667659-65c0-4cbf-8e51-897d8e40ac93\", \"4333fad6-e6e0-4283-ac15-89378aa752d1\", \"aba8bf1b-e9ad-4b2c-9f76-14eb5f2137b1\", \"0f0585f7-9f42-41d4-96e1-27cb2790ba87\", \"09c5fb06-ad29-4e82-b487-76792f1f0aff\", \"1e3bee7f-9743-4a33-ab6f-b255dc0fa818\"], \"total_duration\": 15021.0, \"total_sessions\": 10, \"mean_week_duration\": 73.632}, \"21137\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-08-26 20:23:27.000000+00:00\", \"2022-07-06 05:25:16.000000+00:00\", \"2021-11-22 16:50:49.000000+00:00\"], \"session_ids\": [\"cd9af35e-3223-4d75-bc0a-2378cf61ace6\", \"fb8b92f5-7324-4970-a964-76461343f926\", \"62cad580-a6f8-40c9-ac7e-42268c1b6a74\"], \"total_duration\": 197.0, \"total_sessions\": 3, \"mean_week_duration\": 4.925}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is not Nassau"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Nassau\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"58877\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-05-25 06:15:42.000000+00:00\", \"2023-06-28 19:47:05.000000+00:00\"], \"session_ids\": [\"6cfbd62b-4f49-4941-b5d5-2d366f0a479a\", \"af7d32d2-5fe0-4607-bddf-61351cbe6caa\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 2.93}, \"59913\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-05-29 22:28:49.000000+00:00\", \"2023-02-09 02:18:43.000000+00:00\"], \"session_ids\": [\"c8c8dd68-ab92-49ef-be05-d93abacd99c3\", \"0ba7a24e-b02b-4265-8249-4b0f1400845c\"], \"total_duration\": 487.0, \"total_sessions\": 2, \"mean_week_duration\": 13.162}, \"54654\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-07-08 05:01:50.000000+00:00\", \"2020-11-01 17:29:33.000000+00:00\", \"2020-05-29 09:34:42.000000+00:00\", \"2019-06-13 19:16:36.000000+00:00\", \"2020-01-17 09:36:17.000000+00:00\"], \"session_ids\": [\"baf8a4f3-47d6-493f-8b48-891e0873ce10\", \"474adbf7-2a11-4a28-946b-110aa877735d\", \"ec05ceaa-f0b0-451d-bdc9-25ee951b2359\", \"798c529c-ee38-4d3a-836d-fd1a7c197e48\", \"43dec3d7-088b-4c63-8c10-0d4302b9c9ea\"], \"total_duration\": 114.0, \"total_sessions\": 5, \"mean_week_duration\": 1.056}, \"1288\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-04-20 00:04:58.000000+00:00\", \"2019-07-15 14:30:45.000000+00:00\", \"2019-10-28 00:07:59.000000+00:00\"], \"session_ids\": [\"311c3d46-94a3-4563-9012-0d948b9a875a\", \"e99d12f3-e6d6-49e3-af8b-3489e98d8900\", \"4af2046e-f58f-475b-92e1-95a5ff533a61\"], \"total_duration\": 485.0, \"total_sessions\": 3, \"mean_week_duration\": 5.272}, \"20414\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 8, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-04-28 21:54:24.000000+00:00\", \"2022-06-18 05:07:49.000000+00:00\", \"2022-03-28 22:41:44.000000+00:00\"], \"session_ids\": [\"32947184-4048-4e74-ab6a-3624a691ea27\", \"3eba5464-9ca6-4c12-8507-27913ea858d0\", \"cd7440f7-46d2-470c-8dee-4ee651e0431a\"], \"total_duration\": 1041.0, \"total_sessions\": 3, \"mean_week_duration\": 9.295}, \"63356\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-01-13 18:18:32.000000+00:00\", \"2021-06-12 00:48:24.000000+00:00\", \"2021-06-20 15:18:05.000000+00:00\", \"2023-03-26 17:32:45.000000+00:00\"], \"session_ids\": [\"5f523a36-7e2f-4470-9d19-ed55636a8065\", \"7c06e774-1ba1-4977-a224-035dd73a6325\", \"e91d9282-a575-43d8-ac9f-e0affddb2ab4\", \"d4dbcc99-50be-492f-8bdd-6bf63f24f9a5\"], \"total_duration\": 36.0, \"total_sessions\": 4, \"mean_week_duration\": 0.383}, \"5672\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-12-18 03:38:08.000000+00:00\", \"2021-07-16 14:39:18.000000+00:00\"], \"session_ids\": [\"5e7a31c4-77f0-43a9-9f0e-b99b564d6548\", \"fadd9367-59cf-47d5-b1ae-c98f9e5d87d3\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 1.373}, \"37874\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-24 01:15:16.000000+00:00\", \"2020-04-24 12:19:49.000000+00:00\"], \"session_ids\": [\"b6810695-c667-4fa9-8db1-856ee66db3bd\", \"f1cf419e-7689-4ed1-8b23-2ccba968bbaa\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.25}, \"16487\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-09-18 04:45:19.000000+00:00\", \"2022-11-25 03:32:58.000000+00:00\", \"2021-03-03 11:58:09.000000+00:00\", \"2022-10-31 07:41:15.000000+00:00\", \"2022-07-04 15:12:09.000000+00:00\", \"2023-04-24 12:56:22.000000+00:00\", \"2022-01-25 18:22:59.000000+00:00\", \"2020-03-10 03:29:33.000000+00:00\", \"2023-05-11 14:55:01.000000+00:00\", \"2019-06-18 18:20:58.000000+00:00\"], \"session_ids\": [\"d6a143cf-fe92-4437-99c3-e21b8134a25e\", \"41a70514-0c67-4d4e-a74e-c8844d33980b\", \"99361727-dcf0-4fd7-bccf-33ed88182600\", \"020bbc97-8a49-45c6-a505-822f927783f8\", \"85667659-65c0-4cbf-8e51-897d8e40ac93\", \"4333fad6-e6e0-4283-ac15-89378aa752d1\", \"aba8bf1b-e9ad-4b2c-9f76-14eb5f2137b1\", \"0f0585f7-9f42-41d4-96e1-27cb2790ba87\", \"09c5fb06-ad29-4e82-b487-76792f1f0aff\", \"1e3bee7f-9743-4a33-ab6f-b255dc0fa818\"], \"total_duration\": 15021.0, \"total_sessions\": 10, \"mean_week_duration\": 73.632}, \"21137\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-08-26 20:23:27.000000+00:00\", \"2022-07-06 05:25:16.000000+00:00\", \"2021-11-22 16:50:49.000000+00:00\"], \"session_ids\": [\"cd9af35e-3223-4d75-bc0a-2378cf61ace6\", \"fb8b92f5-7324-4970-a964-76461343f926\", \"62cad580-a6f8-40c9-ac7e-42268c1b6a74\"], \"total_duration\": 197.0, \"total_sessions\": 3, \"mean_week_duration\": 4.925}}\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[{\"37874\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-24 01:15:16.000000+00:00\", \"2020-04-24 12:19:49.000000+00:00\"], \"session_ids\": [\"b6810695-c667-4fa9-8db1-856ee66db3bd\", \"f1cf419e-7689-4ed1-8b23-2ccba968bbaa\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.25}}, {\"63356\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-01-13 18:18:32.000000+00:00\", \"2021-06-12 00:48:24.000000+00:00\", \"2021-06-20 15:18:05.000000+00:00\", \"2023-03-26 17:32:45.000000+00:00\"], \"session_ids\": [\"5f523a36-7e2f-4470-9d19-ed55636a8065\", \"7c06e774-1ba1-4977-a224-035dd73a6325\", \"e91d9282-a575-43d8-ac9f-e0affddb2ab4\", \"d4dbcc99-50be-492f-8bdd-6bf63f24f9a5\"], \"total_duration\": 36.0, \"total_sessions\": 4, \"mean_week_duration\": 0.383}}, {\"5672\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-12-18 03:38:08.000000+00:00\", \"2021-07-16 14:39:18.000000+00:00\"], \"session_ids\": [\"5e7a31c4-77f0-43a9-9f0e-b99b564d6548\", \"fadd9367-59cf-47d5-b1ae-c98f9e5d87d3\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 1.373}}, {\"54654\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-07-08 05:01:50.000000+00:00\", \"2020-11-01 17:29:33.000000+00:00\", \"2020-05-29 09:34:42.000000+00:00\", \"2019-06-13 19:16:36.000000+00:00\", \"2020-01-17 09:36:17.000000+00:00\"], \"session_ids\": [\"baf8a4f3-47d6-493f-8b48-891e0873ce10\", \"474adbf7-2a11-4a28-946b-110aa877735d\", \"ec05ceaa-f0b0-451d-bdc9-25ee951b2359\", \"798c529c-ee38-4d3a-836d-fd1a7c197e48\", \"43dec3d7-088b-4c63-8c10-0d4302b9c9ea\"], \"total_duration\": 114.0, \"total_sessions\": 5, \"mean_week_duration\": 1.056}}, {\"58877\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-05-25 06:15:42.000000+00:00\", \"2023-06-28 19:47:05.000000+00:00\"], \"session_ids\": [\"6cfbd62b-4f49-4941-b5d5-2d366f0a479a\", \"af7d32d2-5fe0-4607-bddf-61351cbe6caa\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 2.93}}, {\"21137\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-08-26 20:23:27.000000+00:00\", \"2022-07-06 05:25:16.000000+00:00\", \"2021-11-22 16:50:49.000000+00:00\"], \"session_ids\": [\"cd9af35e-3223-4d75-bc0a-2378cf61ace6\", \"fb8b92f5-7324-4970-a964-76461343f926\", \"62cad580-a6f8-40c9-ac7e-42268c1b6a74\"], \"total_duration\": 197.0, \"total_sessions\": 3, \"mean_week_duration\": 4.925}}, {\"1288\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-04-20 00:04:58.000000+00:00\", \"2019-07-15 14:30:45.000000+00:00\", \"2019-10-28 00:07:59.000000+00:00\"], \"session_ids\": [\"311c3d46-94a3-4563-9012-0d948b9a875a\", \"e99d12f3-e6d6-49e3-af8b-3489e98d8900\", \"4af2046e-f58f-475b-92e1-95a5ff533a61\"], \"total_duration\": 485.0, \"total_sessions\": 3, \"mean_week_duration\": 5.272}}, {\"59913\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-05-29 22:28:49.000000+00:00\", \"2023-02-09 02:18:43.000000+00:00\"], \"session_ids\": [\"c8c8dd68-ab92-49ef-be05-d93abacd99c3\", \"0ba7a24e-b02b-4265-8249-4b0f1400845c\"], \"total_duration\": 487.0, \"total_sessions\": 2, \"mean_week_duration\": 13.162}}, {\"20414\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 8, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-04-28 21:54:24.000000+00:00\", \"2022-06-18 05:07:49.000000+00:00\", \"2022-03-28 22:41:44.000000+00:00\"], \"session_ids\": [\"32947184-4048-4e74-ab6a-3624a691ea27\", \"3eba5464-9ca6-4c12-8507-27913ea858d0\", \"cd7440f7-46d2-470c-8dee-4ee651e0431a\"], \"total_duration\": 1041.0, \"total_sessions\": 3, \"mean_week_duration\": 9.295}}, {\"16487\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-09-18 04:45:19.000000+00:00\", \"2022-11-25 03:32:58.000000+00:00\", \"2021-03-03 11:58:09.000000+00:00\", \"2022-10-31 07:41:15.000000+00:00\", \"2022-07-04 15:12:09.000000+00:00\", \"2023-04-24 12:56:22.000000+00:00\", \"2022-01-25 18:22:59.000000+00:00\", \"2020-03-10 03:29:33.000000+00:00\", \"2023-05-11 14:55:01.000000+00:00\", \"2019-06-18 18:20:58.000000+00:00\"], \"session_ids\": [\"d6a143cf-fe92-4437-99c3-e21b8134a25e\", \"41a70514-0c67-4d4e-a74e-c8844d33980b\", \"99361727-dcf0-4fd7-bccf-33ed88182600\", \"020bbc97-8a49-45c6-a505-822f927783f8\", \"85667659-65c0-4cbf-8e51-897d8e40ac93\", \"4333fad6-e6e0-4283-ac15-89378aa752d1\", \"aba8bf1b-e9ad-4b2c-9f76-14eb5f2137b1\", \"0f0585f7-9f42-41d4-96e1-27cb2790ba87\", \"09c5fb06-ad29-4e82-b487-76792f1f0aff\", \"1e3bee7f-9743-4a33-ab6f-b255dc0fa818\"], \"total_duration\": 15021.0, \"total_sessions\": 10, \"mean_week_duration\": 73.632}}]\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[{\"37874\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-24 01:15:16.000000+00:00\", \"2020-04-24 12:19:49.000000+00:00\"], \"session_ids\": [\"b6810695-c667-4fa9-8db1-856ee66db3bd\", \"f1cf419e-7689-4ed1-8b23-2ccba968bbaa\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.25}}]\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[{\"37874\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-24 01:15:16.000000+00:00\", \"2020-04-24 12:19:49.000000+00:00\"], \"session_ids\": [\"b6810695-c667-4fa9-8db1-856ee66db3bd\", \"f1cf419e-7689-4ed1-8b23-2ccba968bbaa\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.25}}]\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 whose time in app is exactly 1147 , moreover do sorting by overall sessions count 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{\"62980\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-04-23 18:20:32.000000+00:00\", \"2020-11-10 04:03:33.000000+00:00\"], \"session_ids\": [\"e02a8aee-3253-4090-a391-5d8d36327d1c\", \"e61bbb14-d62d-4db1-a751-cb6dcbeebc27\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.406}, \"93618\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-09-29 08:15:06.000000+00:00\", \"2020-12-23 13:07:17.000000+00:00\", \"2023-01-03 21:20:26.000000+00:00\", \"2021-08-07 01:04:02.000000+00:00\", \"2022-05-22 09:22:47.000000+00:00\"], \"session_ids\": [\"38591267-bc96-4cf4-9201-88fc96643fd0\", \"8bd1f2bd-bf1d-4f03-808d-363e8c9a6b58\", \"8243d3d2-6830-4e8a-ae5e-fddbdb46551c\", \"437165c7-f8d9-4127-a91c-a75565636d86\", \"34662bf6-2eb3-4e89-92d4-2e7324b9de4c\"], \"total_duration\": 1274.0, \"total_sessions\": 5, \"mean_week_duration\": 12.019}, \"75290\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-11-27 13:41:08.000000+00:00\", \"2021-06-26 08:43:40.000000+00:00\", \"2022-01-03 01:18:17.000000+00:00\"], \"session_ids\": [\"98628c64-6619-45de-b1fe-e564de84494e\", \"92956dd5-385d-418c-a2a5-1f59134539da\", \"6e65dd74-f797-41a6-8a08-48fb7a76c5ef\"], \"total_duration\": 48.0, \"total_sessions\": 3, \"mean_week_duration\": 0.64}, \"12933\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-11-25 20:08:54.000000+00:00\", \"2021-05-14 12:59:30.000000+00:00\", \"2020-07-16 22:49:42.000000+00:00\", \"2019-04-13 13:38:44.000000+00:00\", \"2020-02-22 08:50:09.000000+00:00\", \"2020-05-21 15:29:36.000000+00:00\", \"2021-08-25 18:27:32.000000+00:00\", \"2020-05-30 23:56:55.000000+00:00\", \"2021-11-09 05:29:31.000000+00:00\", \"2022-08-25 05:29:26.000000+00:00\", \"2020-04-02 16:09:27.000000+00:00\"], \"session_ids\": [\"03492d7b-f03f-43f5-8fd6-861f49861e2b\", \"18e3f1c4-68c5-4d23-a4e9-bc417adb1bb1\", \"f838f7f1-9638-4476-ac17-149f3874781d\", \"f8699c8c-ae15-4556-b973-f787df5cbb46\", \"e322af5c-9ab4-48c4-8d59-bbd7312ebd7d\", \"39f3616e-cb20-45f1-8a11-42af7832abc8\", \"55b8f64e-6ac2-4202-9d49-78f0ddaeb31f\", \"acafda26-cabc-4a9f-a6f9-b9a998c3cf02\", \"9ba286e8-cc50-42dc-9e4b-2858065bfed1\", \"b93def19-5745-4985-8fee-197f7b27d10d\", \"a85321e5-0a9c-47de-8d55-0edbaeb92519\"], \"total_duration\": 3413.0, \"total_sessions\": 11, \"mean_week_duration\": 19.392}, \"84145\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-10-02 00:53:38.000000+00:00\", \"2023-03-04 17:52:31.000000+00:00\", \"2020-04-07 03:34:35.000000+00:00\", \"2021-10-29 12:10:34.000000+00:00\"], \"session_ids\": [\"06172eb3-3487-42df-8278-45796fb6164c\", \"65aac5f4-095f-425e-812c-a44e3d3667bc\", \"ebf50363-40c4-42a8-9482-0d1761f84efb\", \"9e704713-6484-4df6-9031-41145f6c185b\"], \"total_duration\": 499.0, \"total_sessions\": 4, \"mean_week_duration\": 3.283}, \"86034\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2020-10-21 04:56:43.000000+00:00\", \"2021-06-11 14:52:35.000000+00:00\"], \"session_ids\": [\"03293b8b-510f-4930-868f-5ca80bd0bcee\", \"1b25a3d4-70bd-4275-b675-b4600c1ff614\"], \"total_duration\": 297.0, \"total_sessions\": 2, \"mean_week_duration\": 8.735}, \"69523\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-04-19 23:42:42.000000+00:00\", \"2022-07-21 12:25:32.000000+00:00\", \"2019-03-19 19:11:16.000000+00:00\"], \"session_ids\": [\"66e0db67-68ac-4716-9b43-c923279cea81\", \"5c718a6c-2036-4988-8c03-44b20e793338\", \"b4583ed2-1cb1-4651-b798-d37cb1232d40\"], \"total_duration\": 851.0, \"total_sessions\": 3, \"mean_week_duration\": 4.863}, \"83206\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-10-14 01:10:18.000000+00:00\", \"2020-05-20 16:50:19.000000+00:00\", \"2022-10-28 15:35:32.000000+00:00\", \"2019-12-29 20:53:45.000000+00:00\"], \"session_ids\": [\"9a529b8d-7482-4171-8351-6db5f1069068\", \"e891396b-9c1e-4112-8fbb-f0f4c24f6576\", \"7fa49c27-8f09-49a9-a95f-68f609b97ad5\", \"e7a76d43-50d5-46ff-a0b0-17dfb4d76dcf\"], \"total_duration\": 1821.0, \"total_sessions\": 4, \"mean_week_duration\": 12.304}, \"24802\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-04-04 16:36:23.000000+00:00\", \"2020-08-06 06:09:31.000000+00:00\", \"2023-01-14 09:54:26.000000+00:00\"], \"session_ids\": [\"8a44713e-1411-4c09-9ac4-dcda78947bb7\", \"c53b243e-482e-4afe-9bdf-fa7d8cf04881\", \"7f7878fa-87aa-4e66-ac20-1c8fe32b2d2a\"], \"total_duration\": 1101.0, \"total_sessions\": 3, \"mean_week_duration\": 5.561}, \"59996\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-08-17 05:50:01.000000+00:00\", \"2022-08-03 22:24:02.000000+00:00\"], \"session_ids\": [\"d1e4de09-d32d-449e-8668-a43ebf84346a\", \"fa9538d8-efbe-4475-9e7a-8781a4754fa9\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 1.058}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are 1147"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"==\"]]}, \"all_values\": {\"total_duration\": [[1147, 4195]]}}}\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 me user who has overall total duration strictly smaller than 2729 and also strictly bigger than 1822 also sort by total_duration form the lowest value to the highest 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{\"41075\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-11-19 19:16:47.000000+00:00\", \"2019-10-30 07:48:42.000000+00:00\"], \"session_ids\": [\"6f06899e-0f56-4ec4-b979-76bcdd93be16\", \"0b7db442-9b88-4fe6-8bfc-07f6936bf830\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 19.667}, \"93373\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 4}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-11-24 22:16:37.000000+00:00\", \"2019-09-17 03:57:46.000000+00:00\", \"2020-06-06 20:10:55.000000+00:00\", \"2020-07-29 18:52:35.000000+00:00\", \"2021-03-13 00:27:02.000000+00:00\"], \"session_ids\": [\"7cd9b7fe-c739-4d83-8f8d-1c9c7e4cc00a\", \"d9c61778-3e79-46d0-ab98-e57faf36eb43\", \"aa8f6685-bedf-488a-8ac8-7993ebd37cf2\", \"8c7d2540-4c7a-45cb-a3fc-355e05b4069e\", \"d5e02537-6cd3-4920-8e07-e283c2168288\"], \"total_duration\": 1821.0, \"total_sessions\": 5, \"mean_week_duration\": 15.835}, \"60229\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-04-11 13:04:55.000000+00:00\", \"2019-03-09 09:41:33.000000+00:00\"], \"session_ids\": [\"d9c7b72e-d6f9-4a32-b0ec-40dd1f79ed95\", \"13508cfe-fbb2-4c96-ab35-bedcc0bc2a20\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.098}, \"32627\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-11-23 07:55:21.000000+00:00\", \"2019-08-02 13:59:18.000000+00:00\", \"2023-03-21 14:53:42.000000+00:00\"], \"session_ids\": [\"7383d554-213e-4d50-9c1a-573962090135\", \"eb91557e-585d-4817-91c1-bace5eca02ca\", \"8d9a44c0-3505-49e8-9012-5e62694a8c3e\"], \"total_duration\": 43.0, \"total_sessions\": 3, \"mean_week_duration\": 0.226}, \"76494\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-05-11 21:00:06.000000+00:00\", \"2021-10-01 13:07:22.000000+00:00\", \"2022-10-20 09:44:55.000000+00:00\", \"2019-11-29 20:15:43.000000+00:00\", \"2020-01-26 18:50:47.000000+00:00\", \"2020-11-05 01:20:50.000000+00:00\", \"2021-09-22 11:28:21.000000+00:00\", \"2022-04-22 11:12:25.000000+00:00\", \"2022-05-04 16:06:20.000000+00:00\", \"2019-04-28 16:52:02.000000+00:00\"], \"session_ids\": [\"c11fc38d-9f1f-453d-abc5-f45535d693e5\", \"9ca6c184-23e2-469e-bf46-9f7321a65727\", \"7c195a99-c6ca-4455-ba8a-50a0e3fd4357\", \"4123f951-a6e3-447c-844a-c6e09736771e\", \"447467ae-683d-4557-8240-5bead6e680c0\", \"880b306e-97dc-4e56-b494-d92fe2a8c093\", \"5cab4305-ea8a-4eda-8443-d8f1ccb42269\", \"85b3943b-a6b0-40c1-b5cd-ea45c93fd301\", \"83c7c0af-9f20-4263-9bb6-2ff6b7b8255b\", \"4dfe2974-7063-451d-a8de-cf476a755096\"], \"total_duration\": 39007.0, \"total_sessions\": 10, \"mean_week_duration\": 214.324}, \"20302\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-06-10 09:30:08.000000+00:00\", \"2019-05-08 16:06:49.000000+00:00\", \"2019-07-01 02:03:58.000000+00:00\", \"2020-06-12 18:43:34.000000+00:00\", \"2022-12-02 03:54:37.000000+00:00\", \"2019-07-04 03:48:48.000000+00:00\", \"2022-02-08 15:05:03.000000+00:00\", \"2020-05-17 19:38:53.000000+00:00\"], \"session_ids\": [\"4885fe90-a51d-4a03-81e0-8d8304e1bebf\", \"3473bb72-13ea-4a8d-8a30-8c4bf01fc8e8\", \"4d5bec29-0955-4762-a9de-43a74aa70ba2\", \"57b1d3f3-d77e-45a8-b45d-5f21372d1793\", \"5826acfb-a18d-4989-bfc2-f43d4fb458a7\", \"9e490712-a73d-4f90-a0ab-e21875d5d749\", \"81ddc3a2-ab32-491a-a1ab-becef95802ee\", \"75f80935-6ce5-4f33-9b99-534bad467928\"], \"total_duration\": 4566.0, \"total_sessions\": 8, \"mean_week_duration\": 24.417}, \"86674\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2021-07-08 15:55:54.000000+00:00\", \"2022-05-15 02:39:04.000000+00:00\"], \"session_ids\": [\"2eaf58f2-0183-4d11-bd2e-9f110445932b\", \"ea252110-ad19-4e38-92b0-85c2695499ab\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 2.556}, \"30713\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-09 08:29:06.000000+00:00\", \"2020-10-21 06:06:29.000000+00:00\", \"2023-03-25 22:00:14.000000+00:00\"], \"session_ids\": [\"e6e37038-9e9c-48af-8a82-aeb7458c0bfa\", \"d6688c53-1149-459f-b688-9b5f99c3ee0b\", \"8a28e6e0-24a1-495d-972d-4592cb8b9ea1\"], \"total_duration\": 626.0, \"total_sessions\": 3, \"mean_week_duration\": 4.853}, \"20557\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-06-24 04:37:43.000000+00:00\", \"2022-06-13 04:35:12.000000+00:00\"], \"session_ids\": [\"a5bd7ec9-cf05-4c52-afa4-c1cf4eb4243a\", \"2f6e7f1d-b4f8-4ee6-b79a-06e783281789\"], \"total_duration\": 261.0, \"total_sessions\": 2, \"mean_week_duration\": 4.833}, \"98140\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-06-14 16:50:45.000000+00:00\", \"2019-03-24 07:04:08.000000+00:00\"], \"session_ids\": [\"b762fb35-b530-4104-b981-7929a1d6f55d\", \"22836678-eabf-450c-b424-c1e106d52cb2\"], \"total_duration\": 481.0, \"total_sessions\": 2, \"mean_week_duration\": 40.083}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are greater than 1822 and are less than 2729"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"total_duration\": [[1822, 2729]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me an information about users who are residing in city Amsterdam plus carry out sorting by duration total descending plus show me only 4 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"49170\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-09-17 22:51:52.000000+00:00\", \"2023-02-04 09:04:42.000000+00:00\", \"2022-05-18 15:53:09.000000+00:00\"], \"session_ids\": [\"e36d6b64-5e91-4ec3-a62a-c752bb5a3e38\", \"fec5c811-8dce-4a7f-9c8c-598459dd7cde\", \"883a079e-397a-41ad-9088-c08bedb08cb7\"], \"total_duration\": 342.0, \"total_sessions\": 3, \"mean_week_duration\": 9.0}, \"57490\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-31 20:47:34.000000+00:00\", \"2022-07-31 14:37:05.000000+00:00\"], \"session_ids\": [\"f0476651-42b9-4618-947c-26acea24e7aa\", \"4ee34c0a-da34-4510-9e24-773df5dec2a6\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 9.0}, \"80881\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-04-05 15:40:50.000000+00:00\", \"2019-11-01 19:31:10.000000+00:00\", \"2022-01-28 00:26:16.000000+00:00\", \"2019-03-25 05:02:22.000000+00:00\", \"2021-11-30 10:40:44.000000+00:00\", \"2020-01-16 16:07:50.000000+00:00\", \"2023-03-13 05:54:08.000000+00:00\", \"2020-11-21 02:36:44.000000+00:00\", \"2021-02-15 08:00:39.000000+00:00\", \"2023-05-28 06:26:00.000000+00:00\"], \"session_ids\": [\"0a84646a-cb27-49e9-a31e-8a65fc65f1a9\", \"75f0d300-15fe-45ca-95dc-a57f8ed64e86\", \"59bf09cc-042d-4001-8927-bf1f975486e8\", \"d02201a8-9849-451a-8e80-03d2cadf663d\", \"7957c52e-296e-4d0e-ad37-c15dd647b7e6\", \"0f522048-07d9-4e3c-ab1a-58e88a2aaee6\", \"8aaae4d7-205a-484d-999d-553f88823e3b\", \"cd3df607-4b0b-4d28-b40b-b48ca0e663c9\", \"04027de3-8ee4-4c15-ad8d-46873c51e09d\", \"6af2da34-52da-4129-99ca-ea5142b11777\"], \"total_duration\": 1205.0, \"total_sessions\": 10, \"mean_week_duration\": 5.528}, \"33506\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-05-02 10:05:41.000000+00:00\", \"2022-03-08 02:59:16.000000+00:00\", \"2021-10-11 09:54:16.000000+00:00\"], \"session_ids\": [\"bf2da0ec-01e0-4baf-a77d-6eab4c4b87c5\", \"47522796-2309-45ba-9726-386d0e12bf8a\", \"2cd8c007-132b-4937-9651-46257ba01ea1\"], \"total_duration\": 896.0, \"total_sessions\": 3, \"mean_week_duration\": 10.927}, \"63829\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-02-07 08:35:37.000000+00:00\", \"2022-06-13 18:10:14.000000+00:00\"], \"session_ids\": [\"fb31a5cb-c210-4471-bf0a-4eabf4c20e96\", \"34fce9f1-cdf0-4627-a205-00144669d79b\"], \"total_duration\": 248.0, \"total_sessions\": 2, \"mean_week_duration\": 13.778}, \"75514\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-26 02:01:26.000000+00:00\", \"2021-11-22 18:55:00.000000+00:00\"], \"session_ids\": [\"cc4bf236-2774-4df3-9091-1fea85241a99\", \"d3b6a2d0-b683-4296-9c80-48a47b2c023c\"], \"total_duration\": 94.0, \"total_sessions\": 2, \"mean_week_duration\": 94.0}, \"97339\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-07-26 10:40:00.000000+00:00\", \"2019-03-29 13:45:14.000000+00:00\", \"2020-11-29 02:22:51.000000+00:00\", \"2021-10-21 12:29:01.000000+00:00\", \"2019-06-17 16:36:50.000000+00:00\"], \"session_ids\": [\"ed13b63c-b203-4dd9-ba13-480262420086\", \"ae068930-833e-4061-90c2-99415987d6b6\", \"b431be7c-1c9b-4e26-8bc5-4ecaf6e49328\", \"b8bcfbdb-6573-43a2-a773-1f97ae83f733\", \"a9efc011-da7b-4d4a-92c3-65c45665cbae\"], \"total_duration\": 3491.0, \"total_sessions\": 5, \"mean_week_duration\": 26.052}, \"22003\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-03-19 16:58:48.000000+00:00\", \"2022-11-02 06:31:42.000000+00:00\"], \"session_ids\": [\"b8b2f365-6d9e-4fa1-9b29-81929af5778d\", \"a18fea45-6217-4fe7-bd60-31e18ef7a4c3\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.636}, \"39065\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-05-12 19:39:21.000000+00:00\", \"2021-07-24 17:55:09.000000+00:00\", \"2022-06-18 05:26:06.000000+00:00\", \"2022-10-29 22:15:53.000000+00:00\", \"2019-07-27 04:13:25.000000+00:00\", \"2022-09-13 07:45:09.000000+00:00\", \"2019-08-23 08:27:42.000000+00:00\"], \"session_ids\": [\"6afdfebe-8aee-4099-ab8d-871f9cbd8ac3\", \"6b6d5209-6953-46ce-b0a4-bb001fc61ee7\", \"0a40ac72-5179-4c9c-98bc-5054dfb62be8\", \"a33d4eed-0090-40f2-b1d5-97c6287dd93e\", \"0786279f-1684-4a7b-b45b-5d55de093713\", \"e8529b3b-b12d-477f-a25d-e44027f00170\", \"0ef68b0e-867c-49a5-9aff-c0b2deef4aad\"], \"total_duration\": 739.0, \"total_sessions\": 7, \"mean_week_duration\": 4.083}, \"16740\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-12-23 18:54:38.000000+00:00\", \"2021-08-03 23:08:40.000000+00:00\", \"2022-09-23 16:30:08.000000+00:00\", \"2022-08-11 19:42:02.000000+00:00\", \"2019-08-06 21:15:44.000000+00:00\", \"2019-08-08 03:23:13.000000+00:00\"], \"session_ids\": [\"70b375d2-8b12-43ef-80fe-c4001f848c4d\", \"302747b5-825a-44ba-9a45-829e28d8dea8\", \"d763f584-09be-40bf-b06a-57276717dfdf\", \"917df527-60ac-4f5a-9bbf-1b6650e445c2\", \"6a93e78b-ddcb-4a88-84fd-abeea21d674d\", \"f0b1fc48-c172-4123-bfbb-fc640bef4307\"], \"total_duration\": 1834.0, \"total_sessions\": 6, \"mean_week_duration\": 11.183}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is Amsterdam"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Amsterdam\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to 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": "Provide me with information about user who has sessions count strictly less than 2 and greater than 5 (not including) and in addition apply sorting by time spent on the site per week in descending order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"96013\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Rome\", \"datetimes\": [\"2020-05-02 02:49:58.000000+00:00\", \"2021-06-16 12:14:58.000000+00:00\"], \"session_ids\": [\"0ea1a89a-1bd8-4ba6-a50b-6b7a074f08f2\", \"e748a5a9-de0c-4a15-bc61-2dc180e11494\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 1.712}, \"49411\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-09-07 03:02:41.000000+00:00\", \"2022-12-03 17:25:26.000000+00:00\"], \"session_ids\": [\"3e928f80-99e7-49d7-849a-ba8924e6d1b6\", \"5f2cc10f-baae-47fc-9427-ad1f9072f603\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 2.462}, \"73726\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-01-05 00:36:12.000000+00:00\", \"2020-01-27 21:14:00.000000+00:00\", \"2020-12-13 07:04:34.000000+00:00\"], \"session_ids\": [\"5f34b43c-c0ee-4f21-8763-aec8e04823a4\", \"52cfac7b-f1ce-444c-83a5-78c57f0fa3db\", \"c483670b-561b-45e4-b11e-aaa2a42fe7f8\"], \"total_duration\": 119.0, \"total_sessions\": 3, \"mean_week_duration\": 2.429}, \"65628\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-14 07:10:37.000000+00:00\", \"2019-03-24 20:10:00.000000+00:00\", \"2020-06-21 09:15:40.000000+00:00\", \"2022-06-19 16:47:39.000000+00:00\", \"2020-07-20 11:09:27.000000+00:00\", \"2022-10-11 05:40:28.000000+00:00\", \"2021-01-14 06:14:00.000000+00:00\", \"2019-03-16 14:36:52.000000+00:00\"], \"session_ids\": [\"e2c529cd-2f32-45ce-8a22-a09997758dd3\", \"4879794e-b8e1-4520-a62f-83dd5ac28fbd\", \"da630bc1-0009-48ff-8009-f9be87b17886\", \"3a45b14b-f7d8-4655-b451-287163b53299\", \"eba5ef16-23e4-403c-8e10-02b98ca017c3\", \"7c3e9186-bf58-437b-b3c3-97cda5f6c358\", \"552cad63-f4d0-4745-91c0-65a6ae13179a\", \"659d3387-dce7-4ba6-9f58-7774c11907a5\"], \"total_duration\": 1153.0, \"total_sessions\": 8, \"mean_week_duration\": 6.166}, \"44993\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-12-24 12:20:54.000000+00:00\", \"2021-08-24 16:15:33.000000+00:00\", \"2023-02-04 21:23:08.000000+00:00\", \"2020-05-26 11:13:59.000000+00:00\", \"2020-09-13 21:17:00.000000+00:00\", \"2020-09-27 10:31:38.000000+00:00\", \"2023-03-25 20:28:54.000000+00:00\", \"2019-04-29 21:41:51.000000+00:00\"], \"session_ids\": [\"71f8439a-e632-4d50-8631-565fa4b60a50\", \"deb41e90-6adc-4ad3-9913-0e57e3b6cb5d\", \"59197482-716e-4900-a9cc-00320ade8814\", \"3592766f-f524-44af-ac5d-aad6cfa7a51b\", \"7f9f5d9c-2b9e-4f34-91de-cd6053648ff9\", \"c17b8db3-1ab5-497e-bbd8-e566b6088d33\", \"e5f895ce-175c-4dbb-b234-3b690b87d9fa\", \"7482fa7f-1571-4512-9ff9-8c945e341cee\"], \"total_duration\": 15135.0, \"total_sessions\": 8, \"mean_week_duration\": 74.191}, \"92796\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-09-07 03:39:08.000000+00:00\", \"2023-04-02 13:27:44.000000+00:00\", \"2022-04-17 10:19:08.000000+00:00\", \"2019-08-20 21:47:28.000000+00:00\", \"2022-09-19 20:35:06.000000+00:00\", \"2021-12-27 03:14:52.000000+00:00\", \"2023-05-31 22:58:46.000000+00:00\"], \"session_ids\": [\"061bb0c2-9ebe-4130-91c9-7141ff9a27dd\", \"88e483ba-5684-414d-a732-8ec2f269de2d\", \"c9ead9c6-7161-4053-8b7e-bc3946443917\", \"dd89a50c-5614-43ad-a570-9909f1026477\", \"4aeb011c-28b8-41e5-85f3-5778cc773c2e\", \"4ec7381b-b3f3-4614-b4d5-3e03cdcc240b\", \"208472fb-9269-40f9-9984-e6f2376a39ac\"], \"total_duration\": 3350.0, \"total_sessions\": 7, \"mean_week_duration\": 16.919}, \"37887\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-09-19 04:11:38.000000+00:00\", \"2020-01-23 15:59:11.000000+00:00\"], \"session_ids\": [\"2870f5fc-3c34-4b36-ba8b-aee453191a8f\", \"add3200f-d465-46c1-bb06-20fd5327124d\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.266}, \"70943\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-12-18 06:40:13.000000+00:00\", \"2020-03-14 00:24:07.000000+00:00\", \"2021-01-04 16:39:01.000000+00:00\", \"2020-03-18 18:40:45.000000+00:00\", \"2019-09-02 13:41:37.000000+00:00\", \"2021-07-26 11:22:03.000000+00:00\", \"2019-02-19 13:16:03.000000+00:00\"], \"session_ids\": [\"4d7e59d9-961f-429f-aa3b-df3e29d9a1c9\", \"2d432043-9bb3-4944-8625-5750fcf20ed5\", \"3feeaf34-f10b-4c79-a04a-ee88ef5e2929\", \"424114dd-76b6-4324-818f-bf3078cd295b\", \"3478a6b1-69ae-46b9-9e08-eb5f13fbc5c8\", \"08132445-8f40-4100-8db5-7fbc7c7aefef\", \"cb780495-25f2-47f7-bd93-b52ecfb96963\"], \"total_duration\": 4067.0, \"total_sessions\": 7, \"mean_week_duration\": 32.024}, \"45637\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-05-13 22:49:08.000000+00:00\", \"2022-11-09 14:39:57.000000+00:00\"], \"session_ids\": [\"a9e466a4-cb38-4f26-880b-74d8e775eb6f\", \"1aec3362-3997-421f-b216-3176e8dbce2e\"], \"total_duration\": 296.0, \"total_sessions\": 2, \"mean_week_duration\": 3.795}, \"21599\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-11-21 16:10:44.000000+00:00\", \"2020-01-31 14:08:53.000000+00:00\"], \"session_ids\": [\"c12d582b-9945-4298-a1c9-1e2ba3faebb1\", \"e29001a6-eda7-42f0-b84a-bb509825ed52\"], \"total_duration\": 441.0, \"total_sessions\": 2, \"mean_week_duration\": 4.642}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are less than 2 and are greater than 5"
},
{
"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{\"65628\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-14 07:10:37.000000+00:00\", \"2019-03-24 20:10:00.000000+00:00\", \"2020-06-21 09:15:40.000000+00:00\", \"2022-06-19 16:47:39.000000+00:00\", \"2020-07-20 11:09:27.000000+00:00\", \"2022-10-11 05:40:28.000000+00:00\", \"2021-01-14 06:14:00.000000+00:00\", \"2019-03-16 14:36:52.000000+00:00\"], \"session_ids\": [\"e2c529cd-2f32-45ce-8a22-a09997758dd3\", \"4879794e-b8e1-4520-a62f-83dd5ac28fbd\", \"da630bc1-0009-48ff-8009-f9be87b17886\", \"3a45b14b-f7d8-4655-b451-287163b53299\", \"eba5ef16-23e4-403c-8e10-02b98ca017c3\", \"7c3e9186-bf58-437b-b3c3-97cda5f6c358\", \"552cad63-f4d0-4745-91c0-65a6ae13179a\", \"659d3387-dce7-4ba6-9f58-7774c11907a5\"], \"total_duration\": 1153.0, \"total_sessions\": 8, \"mean_week_duration\": 6.166}, \"44993\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-12-24 12:20:54.000000+00:00\", \"2021-08-24 16:15:33.000000+00:00\", \"2023-02-04 21:23:08.000000+00:00\", \"2020-05-26 11:13:59.000000+00:00\", \"2020-09-13 21:17:00.000000+00:00\", \"2020-09-27 10:31:38.000000+00:00\", \"2023-03-25 20:28:54.000000+00:00\", \"2019-04-29 21:41:51.000000+00:00\"], \"session_ids\": [\"71f8439a-e632-4d50-8631-565fa4b60a50\", \"deb41e90-6adc-4ad3-9913-0e57e3b6cb5d\", \"59197482-716e-4900-a9cc-00320ade8814\", \"3592766f-f524-44af-ac5d-aad6cfa7a51b\", \"7f9f5d9c-2b9e-4f34-91de-cd6053648ff9\", \"c17b8db3-1ab5-497e-bbd8-e566b6088d33\", \"e5f895ce-175c-4dbb-b234-3b690b87d9fa\", \"7482fa7f-1571-4512-9ff9-8c945e341cee\"], \"total_duration\": 15135.0, \"total_sessions\": 8, \"mean_week_duration\": 74.191}, \"92796\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-09-07 03:39:08.000000+00:00\", \"2023-04-02 13:27:44.000000+00:00\", \"2022-04-17 10:19:08.000000+00:00\", \"2019-08-20 21:47:28.000000+00:00\", \"2022-09-19 20:35:06.000000+00:00\", \"2021-12-27 03:14:52.000000+00:00\", \"2023-05-31 22:58:46.000000+00:00\"], \"session_ids\": [\"061bb0c2-9ebe-4130-91c9-7141ff9a27dd\", \"88e483ba-5684-414d-a732-8ec2f269de2d\", \"c9ead9c6-7161-4053-8b7e-bc3946443917\", \"dd89a50c-5614-43ad-a570-9909f1026477\", \"4aeb011c-28b8-41e5-85f3-5778cc773c2e\", \"4ec7381b-b3f3-4614-b4d5-3e03cdcc240b\", \"208472fb-9269-40f9-9984-e6f2376a39ac\"], \"total_duration\": 3350.0, \"total_sessions\": 7, \"mean_week_duration\": 16.919}, \"70943\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-12-18 06:40:13.000000+00:00\", \"2020-03-14 00:24:07.000000+00:00\", \"2021-01-04 16:39:01.000000+00:00\", \"2020-03-18 18:40:45.000000+00:00\", \"2019-09-02 13:41:37.000000+00:00\", \"2021-07-26 11:22:03.000000+00:00\", \"2019-02-19 13:16:03.000000+00:00\"], \"session_ids\": [\"4d7e59d9-961f-429f-aa3b-df3e29d9a1c9\", \"2d432043-9bb3-4944-8625-5750fcf20ed5\", \"3feeaf34-f10b-4c79-a04a-ee88ef5e2929\", \"424114dd-76b6-4324-818f-bf3078cd295b\", \"3478a6b1-69ae-46b9-9e08-eb5f13fbc5c8\", \"08132445-8f40-4100-8db5-7fbc7c7aefef\", \"cb780495-25f2-47f7-bd93-b52ecfb96963\"], \"total_duration\": 4067.0, \"total_sessions\": 7, \"mean_week_duration\": 32.024}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"44993\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-12-24 12:20:54.000000+00:00\", \"2021-08-24 16:15:33.000000+00:00\", \"2023-02-04 21:23:08.000000+00:00\", \"2020-05-26 11:13:59.000000+00:00\", \"2020-09-13 21:17:00.000000+00:00\", \"2020-09-27 10:31:38.000000+00:00\", \"2023-03-25 20:28:54.000000+00:00\", \"2019-04-29 21:41:51.000000+00:00\"], \"session_ids\": [\"71f8439a-e632-4d50-8631-565fa4b60a50\", \"deb41e90-6adc-4ad3-9913-0e57e3b6cb5d\", \"59197482-716e-4900-a9cc-00320ade8814\", \"3592766f-f524-44af-ac5d-aad6cfa7a51b\", \"7f9f5d9c-2b9e-4f34-91de-cd6053648ff9\", \"c17b8db3-1ab5-497e-bbd8-e566b6088d33\", \"e5f895ce-175c-4dbb-b234-3b690b87d9fa\", \"7482fa7f-1571-4512-9ff9-8c945e341cee\"], \"total_duration\": 15135.0, \"total_sessions\": 8, \"mean_week_duration\": 74.191}}, {\"70943\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-12-18 06:40:13.000000+00:00\", \"2020-03-14 00:24:07.000000+00:00\", \"2021-01-04 16:39:01.000000+00:00\", \"2020-03-18 18:40:45.000000+00:00\", \"2019-09-02 13:41:37.000000+00:00\", \"2021-07-26 11:22:03.000000+00:00\", \"2019-02-19 13:16:03.000000+00:00\"], \"session_ids\": [\"4d7e59d9-961f-429f-aa3b-df3e29d9a1c9\", \"2d432043-9bb3-4944-8625-5750fcf20ed5\", \"3feeaf34-f10b-4c79-a04a-ee88ef5e2929\", \"424114dd-76b6-4324-818f-bf3078cd295b\", \"3478a6b1-69ae-46b9-9e08-eb5f13fbc5c8\", \"08132445-8f40-4100-8db5-7fbc7c7aefef\", \"cb780495-25f2-47f7-bd93-b52ecfb96963\"], \"total_duration\": 4067.0, \"total_sessions\": 7, \"mean_week_duration\": 32.024}}, {\"92796\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-09-07 03:39:08.000000+00:00\", \"2023-04-02 13:27:44.000000+00:00\", \"2022-04-17 10:19:08.000000+00:00\", \"2019-08-20 21:47:28.000000+00:00\", \"2022-09-19 20:35:06.000000+00:00\", \"2021-12-27 03:14:52.000000+00:00\", \"2023-05-31 22:58:46.000000+00:00\"], \"session_ids\": [\"061bb0c2-9ebe-4130-91c9-7141ff9a27dd\", \"88e483ba-5684-414d-a732-8ec2f269de2d\", \"c9ead9c6-7161-4053-8b7e-bc3946443917\", \"dd89a50c-5614-43ad-a570-9909f1026477\", \"4aeb011c-28b8-41e5-85f3-5778cc773c2e\", \"4ec7381b-b3f3-4614-b4d5-3e03cdcc240b\", \"208472fb-9269-40f9-9984-e6f2376a39ac\"], \"total_duration\": 3350.0, \"total_sessions\": 7, \"mean_week_duration\": 16.919}}, {\"65628\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-14 07:10:37.000000+00:00\", \"2019-03-24 20:10:00.000000+00:00\", \"2020-06-21 09:15:40.000000+00:00\", \"2022-06-19 16:47:39.000000+00:00\", \"2020-07-20 11:09:27.000000+00:00\", \"2022-10-11 05:40:28.000000+00:00\", \"2021-01-14 06:14:00.000000+00:00\", \"2019-03-16 14:36:52.000000+00:00\"], \"session_ids\": [\"e2c529cd-2f32-45ce-8a22-a09997758dd3\", \"4879794e-b8e1-4520-a62f-83dd5ac28fbd\", \"da630bc1-0009-48ff-8009-f9be87b17886\", \"3a45b14b-f7d8-4655-b451-287163b53299\", \"eba5ef16-23e4-403c-8e10-02b98ca017c3\", \"7c3e9186-bf58-437b-b3c3-97cda5f6c358\", \"552cad63-f4d0-4745-91c0-65a6ae13179a\", \"659d3387-dce7-4ba6-9f58-7774c11907a5\"], \"total_duration\": 1153.0, \"total_sessions\": 8, \"mean_week_duration\": 6.166}}]\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[{\"44993\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-12-24 12:20:54.000000+00:00\", \"2021-08-24 16:15:33.000000+00:00\", \"2023-02-04 21:23:08.000000+00:00\", \"2020-05-26 11:13:59.000000+00:00\", \"2020-09-13 21:17:00.000000+00:00\", \"2020-09-27 10:31:38.000000+00:00\", \"2023-03-25 20:28:54.000000+00:00\", \"2019-04-29 21:41:51.000000+00:00\"], \"session_ids\": [\"71f8439a-e632-4d50-8631-565fa4b60a50\", \"deb41e90-6adc-4ad3-9913-0e57e3b6cb5d\", \"59197482-716e-4900-a9cc-00320ade8814\", \"3592766f-f524-44af-ac5d-aad6cfa7a51b\", \"7f9f5d9c-2b9e-4f34-91de-cd6053648ff9\", \"c17b8db3-1ab5-497e-bbd8-e566b6088d33\", \"e5f895ce-175c-4dbb-b234-3b690b87d9fa\", \"7482fa7f-1571-4512-9ff9-8c945e341cee\"], \"total_duration\": 15135.0, \"total_sessions\": 8, \"mean_week_duration\": 74.191}}]\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[{\"44993\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-12-24 12:20:54.000000+00:00\", \"2021-08-24 16:15:33.000000+00:00\", \"2023-02-04 21:23:08.000000+00:00\", \"2020-05-26 11:13:59.000000+00:00\", \"2020-09-13 21:17:00.000000+00:00\", \"2020-09-27 10:31:38.000000+00:00\", \"2023-03-25 20:28:54.000000+00:00\", \"2019-04-29 21:41:51.000000+00:00\"], \"session_ids\": [\"71f8439a-e632-4d50-8631-565fa4b60a50\", \"deb41e90-6adc-4ad3-9913-0e57e3b6cb5d\", \"59197482-716e-4900-a9cc-00320ade8814\", \"3592766f-f524-44af-ac5d-aad6cfa7a51b\", \"7f9f5d9c-2b9e-4f34-91de-cd6053648ff9\", \"c17b8db3-1ab5-497e-bbd8-e566b6088d33\", \"e5f895ce-175c-4dbb-b234-3b690b87d9fa\", \"7482fa7f-1571-4512-9ff9-8c945e341cee\"], \"total_duration\": 15135.0, \"total_sessions\": 8, \"mean_week_duration\": 74.191}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me an information about users who have total_sessions strictly greater than 8 and less than 4 in addition implement sorting by city name descendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"26872\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-02-26 09:49:41.000000+00:00\", \"2021-10-22 12:33:03.000000+00:00\"], \"session_ids\": [\"8dc0b7e3-24dd-46a9-b1f6-adee5068b98f\", \"7287ff04-c16a-4567-96b7-ba4d42876fdd\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.667}, \"62369\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-11-15 18:00:33.000000+00:00\", \"2022-09-11 18:01:58.000000+00:00\"], \"session_ids\": [\"7197efb8-2447-4792-a57e-1ed8ae1450a2\", \"5652742a-2ec5-4a59-a480-ef4655c59394\"], \"total_duration\": 461.0, \"total_sessions\": 2, \"mean_week_duration\": 46.1}, \"12751\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-05-04 00:25:26.000000+00:00\", \"2020-05-15 10:48:28.000000+00:00\", \"2022-04-01 19:07:29.000000+00:00\"], \"session_ids\": [\"ce532cd0-9682-4ffe-a384-e44395c58c61\", \"394ff497-a709-40a5-aa57-9351dba9c6fc\", \"3b58a2b2-4f9f-40ac-aa4b-d901aa5bdc08\"], \"total_duration\": 678.0, \"total_sessions\": 3, \"mean_week_duration\": 6.918}, \"15223\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-07-08 09:03:44.000000+00:00\", \"2019-08-10 00:11:07.000000+00:00\"], \"session_ids\": [\"cf4b76cd-e01e-43f5-ac25-2526f0eb0a09\", \"b38f58db-0fb1-4173-9fa7-79bd530f8c40\"], \"total_duration\": 375.0, \"total_sessions\": 2, \"mean_week_duration\": 3.75}, \"30936\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-05-29 03:39:20.000000+00:00\", \"2021-06-08 04:50:45.000000+00:00\", \"2023-05-17 00:31:42.000000+00:00\", \"2020-02-18 22:51:36.000000+00:00\", \"2022-11-23 18:16:19.000000+00:00\"], \"session_ids\": [\"6639aeac-ce7a-4bd5-b14e-b87932003f8b\", \"909d6b46-1efa-4b9f-9009-cce973296577\", \"a0040bfb-5134-4995-8e47-9b318b8e9e27\", \"227794fe-6ce5-4b05-b8f9-a437ae2b270e\", \"5006f7c2-7709-4204-8b55-5a3265d877b2\"], \"total_duration\": 1721.0, \"total_sessions\": 5, \"mean_week_duration\": 10.183}, \"54896\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-26 23:29:22.000000+00:00\", \"2020-10-27 02:17:48.000000+00:00\"], \"session_ids\": [\"e6430f11-4c47-4ebc-be8b-408a7db484f4\", \"20cb8e6f-437e-4493-a6fd-3444846963f2\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 1.541}, \"35117\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-04-03 00:24:44.000000+00:00\", \"2020-04-04 19:42:37.000000+00:00\"], \"session_ids\": [\"dfc2125c-c22d-4149-b651-6de28ae27ca8\", \"21e41d10-9f6c-4844-a456-d4261bee98ed\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 7.094}, \"97070\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-11-09 11:31:59.000000+00:00\", \"2023-03-08 09:16:05.000000+00:00\"], \"session_ids\": [\"613e87f2-7e5d-487c-917b-c6c8dcd91ee9\", \"dd96133c-37b0-483e-9eb0-6f5a341f768b\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.565}, \"30123\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-30 09:47:17.000000+00:00\", \"2022-04-10 22:33:40.000000+00:00\", \"2022-04-07 06:50:37.000000+00:00\"], \"session_ids\": [\"11b6c453-d769-450a-a3f4-c544186b9003\", \"567e263b-20a1-48ba-b396-271220fd528e\", \"5d73acec-abac-427d-8663-422509198995\"], \"total_duration\": 385.0, \"total_sessions\": 3, \"mean_week_duration\": 12.031}, \"97450\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-29 19:44:42.000000+00:00\", \"2022-06-18 03:57:25.000000+00:00\"], \"session_ids\": [\"993e3c48-293e-40cf-ad7e-56ca88bdbd55\", \"d9415eca-2a6a-46b7-a4fe-888907f2e7e6\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 2.793}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or less than 4 and are greater than 8"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_sessions\": [[4, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"26872\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-02-26 09:49:41.000000+00:00\", \"2021-10-22 12:33:03.000000+00:00\"], \"session_ids\": [\"8dc0b7e3-24dd-46a9-b1f6-adee5068b98f\", \"7287ff04-c16a-4567-96b7-ba4d42876fdd\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.667}, \"62369\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-11-15 18:00:33.000000+00:00\", \"2022-09-11 18:01:58.000000+00:00\"], \"session_ids\": [\"7197efb8-2447-4792-a57e-1ed8ae1450a2\", \"5652742a-2ec5-4a59-a480-ef4655c59394\"], \"total_duration\": 461.0, \"total_sessions\": 2, \"mean_week_duration\": 46.1}, \"12751\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-05-04 00:25:26.000000+00:00\", \"2020-05-15 10:48:28.000000+00:00\", \"2022-04-01 19:07:29.000000+00:00\"], \"session_ids\": [\"ce532cd0-9682-4ffe-a384-e44395c58c61\", \"394ff497-a709-40a5-aa57-9351dba9c6fc\", \"3b58a2b2-4f9f-40ac-aa4b-d901aa5bdc08\"], \"total_duration\": 678.0, \"total_sessions\": 3, \"mean_week_duration\": 6.918}, \"15223\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-07-08 09:03:44.000000+00:00\", \"2019-08-10 00:11:07.000000+00:00\"], \"session_ids\": [\"cf4b76cd-e01e-43f5-ac25-2526f0eb0a09\", \"b38f58db-0fb1-4173-9fa7-79bd530f8c40\"], \"total_duration\": 375.0, \"total_sessions\": 2, \"mean_week_duration\": 3.75}, \"54896\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-26 23:29:22.000000+00:00\", \"2020-10-27 02:17:48.000000+00:00\"], \"session_ids\": [\"e6430f11-4c47-4ebc-be8b-408a7db484f4\", \"20cb8e6f-437e-4493-a6fd-3444846963f2\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 1.541}, \"35117\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-04-03 00:24:44.000000+00:00\", \"2020-04-04 19:42:37.000000+00:00\"], \"session_ids\": [\"dfc2125c-c22d-4149-b651-6de28ae27ca8\", \"21e41d10-9f6c-4844-a456-d4261bee98ed\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 7.094}, \"97070\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-11-09 11:31:59.000000+00:00\", \"2023-03-08 09:16:05.000000+00:00\"], \"session_ids\": [\"613e87f2-7e5d-487c-917b-c6c8dcd91ee9\", \"dd96133c-37b0-483e-9eb0-6f5a341f768b\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.565}, \"30123\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-30 09:47:17.000000+00:00\", \"2022-04-10 22:33:40.000000+00:00\", \"2022-04-07 06:50:37.000000+00:00\"], \"session_ids\": [\"11b6c453-d769-450a-a3f4-c544186b9003\", \"567e263b-20a1-48ba-b396-271220fd528e\", \"5d73acec-abac-427d-8663-422509198995\"], \"total_duration\": 385.0, \"total_sessions\": 3, \"mean_week_duration\": 12.031}, \"97450\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-29 19:44:42.000000+00:00\", \"2022-06-18 03:57:25.000000+00:00\"], \"session_ids\": [\"993e3c48-293e-40cf-ad7e-56ca88bdbd55\", \"d9415eca-2a6a-46b7-a4fe-888907f2e7e6\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 2.793}}\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[{\"26872\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-02-26 09:49:41.000000+00:00\", \"2021-10-22 12:33:03.000000+00:00\"], \"session_ids\": [\"8dc0b7e3-24dd-46a9-b1f6-adee5068b98f\", \"7287ff04-c16a-4567-96b7-ba4d42876fdd\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.667}}, {\"30123\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-30 09:47:17.000000+00:00\", \"2022-04-10 22:33:40.000000+00:00\", \"2022-04-07 06:50:37.000000+00:00\"], \"session_ids\": [\"11b6c453-d769-450a-a3f4-c544186b9003\", \"567e263b-20a1-48ba-b396-271220fd528e\", \"5d73acec-abac-427d-8663-422509198995\"], \"total_duration\": 385.0, \"total_sessions\": 3, \"mean_week_duration\": 12.031}}, {\"15223\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-07-08 09:03:44.000000+00:00\", \"2019-08-10 00:11:07.000000+00:00\"], \"session_ids\": [\"cf4b76cd-e01e-43f5-ac25-2526f0eb0a09\", \"b38f58db-0fb1-4173-9fa7-79bd530f8c40\"], \"total_duration\": 375.0, \"total_sessions\": 2, \"mean_week_duration\": 3.75}}, {\"97070\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-11-09 11:31:59.000000+00:00\", \"2023-03-08 09:16:05.000000+00:00\"], \"session_ids\": [\"613e87f2-7e5d-487c-917b-c6c8dcd91ee9\", \"dd96133c-37b0-483e-9eb0-6f5a341f768b\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.565}}, {\"62369\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-11-15 18:00:33.000000+00:00\", \"2022-09-11 18:01:58.000000+00:00\"], \"session_ids\": [\"7197efb8-2447-4792-a57e-1ed8ae1450a2\", \"5652742a-2ec5-4a59-a480-ef4655c59394\"], \"total_duration\": 461.0, \"total_sessions\": 2, \"mean_week_duration\": 46.1}}, {\"97450\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-29 19:44:42.000000+00:00\", \"2022-06-18 03:57:25.000000+00:00\"], \"session_ids\": [\"993e3c48-293e-40cf-ad7e-56ca88bdbd55\", \"d9415eca-2a6a-46b7-a4fe-888907f2e7e6\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 2.793}}, {\"35117\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-04-03 00:24:44.000000+00:00\", \"2020-04-04 19:42:37.000000+00:00\"], \"session_ids\": [\"dfc2125c-c22d-4149-b651-6de28ae27ca8\", \"21e41d10-9f6c-4844-a456-d4261bee98ed\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 7.094}}, {\"12751\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-05-04 00:25:26.000000+00:00\", \"2020-05-15 10:48:28.000000+00:00\", \"2022-04-01 19:07:29.000000+00:00\"], \"session_ids\": [\"ce532cd0-9682-4ffe-a384-e44395c58c61\", \"394ff497-a709-40a5-aa57-9351dba9c6fc\", \"3b58a2b2-4f9f-40ac-aa4b-d901aa5bdc08\"], \"total_duration\": 678.0, \"total_sessions\": 3, \"mean_week_duration\": 6.918}}, {\"54896\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-26 23:29:22.000000+00:00\", \"2020-10-27 02:17:48.000000+00:00\"], \"session_ids\": [\"e6430f11-4c47-4ebc-be8b-408a7db484f4\", \"20cb8e6f-437e-4493-a6fd-3444846963f2\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 1.541}}]\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[{\"26872\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-02-26 09:49:41.000000+00:00\", \"2021-10-22 12:33:03.000000+00:00\"], \"session_ids\": [\"8dc0b7e3-24dd-46a9-b1f6-adee5068b98f\", \"7287ff04-c16a-4567-96b7-ba4d42876fdd\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.667}}, {\"30123\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-30 09:47:17.000000+00:00\", \"2022-04-10 22:33:40.000000+00:00\", \"2022-04-07 06:50:37.000000+00:00\"], \"session_ids\": [\"11b6c453-d769-450a-a3f4-c544186b9003\", \"567e263b-20a1-48ba-b396-271220fd528e\", \"5d73acec-abac-427d-8663-422509198995\"], \"total_duration\": 385.0, \"total_sessions\": 3, \"mean_week_duration\": 12.031}}, {\"15223\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-07-08 09:03:44.000000+00:00\", \"2019-08-10 00:11:07.000000+00:00\"], \"session_ids\": [\"cf4b76cd-e01e-43f5-ac25-2526f0eb0a09\", \"b38f58db-0fb1-4173-9fa7-79bd530f8c40\"], \"total_duration\": 375.0, \"total_sessions\": 2, \"mean_week_duration\": 3.75}}, {\"97070\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-11-09 11:31:59.000000+00:00\", \"2023-03-08 09:16:05.000000+00:00\"], \"session_ids\": [\"613e87f2-7e5d-487c-917b-c6c8dcd91ee9\", \"dd96133c-37b0-483e-9eb0-6f5a341f768b\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.565}}, {\"62369\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-11-15 18:00:33.000000+00:00\", \"2022-09-11 18:01:58.000000+00:00\"], \"session_ids\": [\"7197efb8-2447-4792-a57e-1ed8ae1450a2\", \"5652742a-2ec5-4a59-a480-ef4655c59394\"], \"total_duration\": 461.0, \"total_sessions\": 2, \"mean_week_duration\": 46.1}}, {\"97450\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-29 19:44:42.000000+00:00\", \"2022-06-18 03:57:25.000000+00:00\"], \"session_ids\": [\"993e3c48-293e-40cf-ad7e-56ca88bdbd55\", \"d9415eca-2a6a-46b7-a4fe-888907f2e7e6\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 2.793}}, {\"35117\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-04-03 00:24:44.000000+00:00\", \"2020-04-04 19:42:37.000000+00:00\"], \"session_ids\": [\"dfc2125c-c22d-4149-b651-6de28ae27ca8\", \"21e41d10-9f6c-4844-a456-d4261bee98ed\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 7.094}}, {\"12751\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-05-04 00:25:26.000000+00:00\", \"2020-05-15 10:48:28.000000+00:00\", \"2022-04-01 19:07:29.000000+00:00\"], \"session_ids\": [\"ce532cd0-9682-4ffe-a384-e44395c58c61\", \"394ff497-a709-40a5-aa57-9351dba9c6fc\", \"3b58a2b2-4f9f-40ac-aa4b-d901aa5bdc08\"], \"total_duration\": 678.0, \"total_sessions\": 3, \"mean_week_duration\": 6.918}}, {\"54896\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-26 23:29:22.000000+00:00\", \"2020-10-27 02:17:48.000000+00:00\"], \"session_ids\": [\"e6430f11-4c47-4ebc-be8b-408a7db484f4\", \"20cb8e6f-437e-4493-a6fd-3444846963f2\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 1.541}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I need to get information about 4 users with a sum of sessions that is above 7 and below 2, exclusive 7 plus implement sorting by town center name in ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"83230\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-01-28 03:03:49.000000+00:00\", \"2022-10-23 11:59:35.000000+00:00\", \"2020-10-17 06:03:02.000000+00:00\"], \"session_ids\": [\"f9f9aff3-9020-4afd-8900-3a00218cd561\", \"d6500c65-0997-497d-a3df-b4b69cfcf338\", \"86ab94f2-ca25-4e99-82ec-c71c44d28940\"], \"total_duration\": 199.0, \"total_sessions\": 3, \"mean_week_duration\": 1.672}, \"54408\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-04-10 06:41:43.000000+00:00\", \"2020-01-22 08:22:02.000000+00:00\", \"2021-06-03 10:09:26.000000+00:00\", \"2021-03-04 06:39:47.000000+00:00\", \"2021-04-21 23:52:25.000000+00:00\", \"2022-11-03 22:01:17.000000+00:00\", \"2020-04-05 17:19:57.000000+00:00\"], \"session_ids\": [\"37cecb5f-b0bd-42e1-8a02-c620c9be5239\", \"8165a7b8-1f3f-4e40-a010-1085da7cd612\", \"406f754c-d882-4b47-aca7-df99d78fa214\", \"b846e117-32a4-4fbf-ba4a-56851d1bef11\", \"d788a6f2-21dd-4934-8c71-0d654e3274fc\", \"a5c9f1f9-3d85-41fb-8d27-0305e234a5fe\", \"7701bbf1-0247-4257-938a-1e82b20c02f5\"], \"total_duration\": 8827.0, \"total_sessions\": 7, \"mean_week_duration\": 60.459}, \"41909\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-05-08 20:30:03.000000+00:00\", \"2023-06-25 14:29:45.000000+00:00\", \"2020-04-04 15:31:25.000000+00:00\"], \"session_ids\": [\"6865a173-25a3-46f3-9714-9068f6aa1442\", \"fafb4bc7-a561-4897-bd76-052e000b2131\", \"f693a75f-6e44-48ad-a599-9721debfd8aa\"], \"total_duration\": 618.0, \"total_sessions\": 3, \"mean_week_duration\": 3.679}, \"91329\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-05-20 10:11:51.000000+00:00\", \"2019-01-26 21:23:48.000000+00:00\", \"2023-01-16 17:05:01.000000+00:00\"], \"session_ids\": [\"363de419-4485-426e-9fdd-33450fb49ead\", \"6cfcca11-5e52-43bc-b892-37188e33f36a\", \"fbe6e100-1b58-4f62-871e-8fd1f9b13d43\"], \"total_duration\": 91.0, \"total_sessions\": 3, \"mean_week_duration\": 0.438}, \"80259\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-11-14 07:44:18.000000+00:00\", \"2021-11-04 13:15:54.000000+00:00\"], \"session_ids\": [\"6f40f66c-a40d-4e0a-862e-137e490d0b11\", \"9afa04f8-30ca-416c-83da-8d2499431fab\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 1.136}, \"23567\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-01-11 03:38:56.000000+00:00\", \"2020-03-21 01:30:00.000000+00:00\"], \"session_ids\": [\"0341dd74-fbb6-4a94-aba6-42caf98bf45f\", \"425f02b1-b6aa-415a-8f30-7395fecd66d1\"], \"total_duration\": 300.0, \"total_sessions\": 2, \"mean_week_duration\": 6.977}, \"70608\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-01-01 14:44:26.000000+00:00\", \"2022-01-20 16:37:50.000000+00:00\"], \"session_ids\": [\"95ecf595-639e-4b64-b007-991c169bb7f0\", \"a3d0d4e5-0182-4f4d-b45d-689032cb8d3e\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 0.685}, \"16439\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-10-30 14:17:14.000000+00:00\", \"2019-01-30 11:36:38.000000+00:00\"], \"session_ids\": [\"5203b6bb-9f61-468e-a1e5-49d75fc7426f\", \"fa70d3b0-28de-495b-aaf1-cbe597ee1a26\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 1.978}, \"19823\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-09-01 01:30:42.000000+00:00\", \"2020-11-20 06:38:08.000000+00:00\", \"2022-09-04 04:31:15.000000+00:00\", \"2022-06-14 20:50:34.000000+00:00\", \"2019-05-19 02:41:18.000000+00:00\"], \"session_ids\": [\"4b149a7f-8d91-4075-bbb8-5cfe86c23e07\", \"87cb85bb-f8ac-4320-89b2-43c2440a97bd\", \"1f35ec76-b24e-4a2c-9896-d3464fa62fbf\", \"a7c3cbfa-d23c-4e3d-ba38-aa4a8370967b\", \"ef7d47fa-b9be-4078-924d-553c1c453bb6\"], \"total_duration\": 540.0, \"total_sessions\": 5, \"mean_week_duration\": 3.14}, \"43154\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-11-29 09:42:04.000000+00:00\", \"2019-12-14 18:54:35.000000+00:00\", \"2022-08-31 06:15:52.000000+00:00\"], \"session_ids\": [\"c7816b05-6322-4979-9905-989273787d97\", \"16acafb5-562d-4ae3-b802-6224ac5af6d5\", \"899946ab-435e-4e64-af21-2a9da6802229\"], \"total_duration\": 121.0, \"total_sessions\": 3, \"mean_week_duration\": 0.84}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or less than 2 and are greater than 7"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_sessions\": [[2, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"80259\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-11-14 07:44:18.000000+00:00\", \"2021-11-04 13:15:54.000000+00:00\"], \"session_ids\": [\"6f40f66c-a40d-4e0a-862e-137e490d0b11\", \"9afa04f8-30ca-416c-83da-8d2499431fab\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 1.136}, \"23567\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-01-11 03:38:56.000000+00:00\", \"2020-03-21 01:30:00.000000+00:00\"], \"session_ids\": [\"0341dd74-fbb6-4a94-aba6-42caf98bf45f\", \"425f02b1-b6aa-415a-8f30-7395fecd66d1\"], \"total_duration\": 300.0, \"total_sessions\": 2, \"mean_week_duration\": 6.977}, \"70608\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-01-01 14:44:26.000000+00:00\", \"2022-01-20 16:37:50.000000+00:00\"], \"session_ids\": [\"95ecf595-639e-4b64-b007-991c169bb7f0\", \"a3d0d4e5-0182-4f4d-b45d-689032cb8d3e\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 0.685}, \"16439\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-10-30 14:17:14.000000+00:00\", \"2019-01-30 11:36:38.000000+00:00\"], \"session_ids\": [\"5203b6bb-9f61-468e-a1e5-49d75fc7426f\", \"fa70d3b0-28de-495b-aaf1-cbe597ee1a26\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 1.978}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"80259\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-11-14 07:44:18.000000+00:00\", \"2021-11-04 13:15:54.000000+00:00\"], \"session_ids\": [\"6f40f66c-a40d-4e0a-862e-137e490d0b11\", \"9afa04f8-30ca-416c-83da-8d2499431fab\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 1.136}}, {\"70608\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-01-01 14:44:26.000000+00:00\", \"2022-01-20 16:37:50.000000+00:00\"], \"session_ids\": [\"95ecf595-639e-4b64-b007-991c169bb7f0\", \"a3d0d4e5-0182-4f4d-b45d-689032cb8d3e\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 0.685}}, {\"16439\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-10-30 14:17:14.000000+00:00\", \"2019-01-30 11:36:38.000000+00:00\"], \"session_ids\": [\"5203b6bb-9f61-468e-a1e5-49d75fc7426f\", \"fa70d3b0-28de-495b-aaf1-cbe597ee1a26\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 1.978}}, {\"23567\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-01-11 03:38:56.000000+00:00\", \"2020-03-21 01:30:00.000000+00:00\"], \"session_ids\": [\"0341dd74-fbb6-4a94-aba6-42caf98bf45f\", \"425f02b1-b6aa-415a-8f30-7395fecd66d1\"], \"total_duration\": 300.0, \"total_sessions\": 2, \"mean_week_duration\": 6.977}}]\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[{\"80259\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-11-14 07:44:18.000000+00:00\", \"2021-11-04 13:15:54.000000+00:00\"], \"session_ids\": [\"6f40f66c-a40d-4e0a-862e-137e490d0b11\", \"9afa04f8-30ca-416c-83da-8d2499431fab\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 1.136}}, {\"70608\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-01-01 14:44:26.000000+00:00\", \"2022-01-20 16:37:50.000000+00:00\"], \"session_ids\": [\"95ecf595-639e-4b64-b007-991c169bb7f0\", \"a3d0d4e5-0182-4f4d-b45d-689032cb8d3e\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 0.685}}, {\"16439\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-10-30 14:17:14.000000+00:00\", \"2019-01-30 11:36:38.000000+00:00\"], \"session_ids\": [\"5203b6bb-9f61-468e-a1e5-49d75fc7426f\", \"fa70d3b0-28de-495b-aaf1-cbe597ee1a26\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 1.978}}, {\"23567\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-01-11 03:38:56.000000+00:00\", \"2020-03-21 01:30:00.000000+00:00\"], \"session_ids\": [\"0341dd74-fbb6-4a94-aba6-42caf98bf45f\", \"425f02b1-b6aa-415a-8f30-7395fecd66d1\"], \"total_duration\": 300.0, \"total_sessions\": 2, \"mean_week_duration\": 6.977}}]\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[{\"80259\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-11-14 07:44:18.000000+00:00\", \"2021-11-04 13:15:54.000000+00:00\"], \"session_ids\": [\"6f40f66c-a40d-4e0a-862e-137e490d0b11\", \"9afa04f8-30ca-416c-83da-8d2499431fab\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 1.136}}, {\"70608\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-01-01 14:44:26.000000+00:00\", \"2022-01-20 16:37:50.000000+00:00\"], \"session_ids\": [\"95ecf595-639e-4b64-b007-991c169bb7f0\", \"a3d0d4e5-0182-4f4d-b45d-689032cb8d3e\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 0.685}}, {\"16439\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-10-30 14:17:14.000000+00:00\", \"2019-01-30 11:36:38.000000+00:00\"], \"session_ids\": [\"5203b6bb-9f61-468e-a1e5-49d75fc7426f\", \"fa70d3b0-28de-495b-aaf1-cbe597ee1a26\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 1.978}}, {\"23567\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-01-11 03:38:56.000000+00:00\", \"2020-03-21 01:30:00.000000+00:00\"], \"session_ids\": [\"0341dd74-fbb6-4a94-aba6-42caf98bf45f\", \"425f02b1-b6aa-415a-8f30-7395fecd66d1\"], \"total_duration\": 300.0, \"total_sessions\": 2, \"mean_week_duration\": 6.977}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please offer data on 7 users with a overall quantity of sessions that is 2 additionaly carry out sorting by app usage time in descending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"39904\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-19 21:07:33.000000+00:00\", \"2019-08-13 18:33:38.000000+00:00\"], \"session_ids\": [\"2c4bab9c-f7e8-43d9-9b6d-e8da0d5d4496\", \"586a276c-3d60-48d1-8af0-b09b4a43d2c3\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.085}, \"62514\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-09-06 22:43:09.000000+00:00\", \"2020-05-27 09:34:51.000000+00:00\"], \"session_ids\": [\"8dc4ddfc-a521-4aea-a445-9257af7b4064\", \"f285dee9-7f5e-4466-ac7c-9c31729694c0\"], \"total_duration\": 331.0, \"total_sessions\": 2, \"mean_week_duration\": 8.711}, \"78780\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-28 13:07:29.000000+00:00\", \"2023-04-14 07:28:55.000000+00:00\"], \"session_ids\": [\"b0d4489c-d8bd-4e4d-bf59-499f17daa30a\", \"d6ca89b7-2ee3-4dab-a29d-480dd5ce0e6d\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 0.862}, \"91351\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-08-18 15:33:11.000000+00:00\", \"2020-03-10 21:07:56.000000+00:00\"], \"session_ids\": [\"8466b5b8-d7f3-4463-b305-11ef7556fd98\", \"72f2679d-2175-4baf-984b-10821a71cfaf\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 8.967}, \"54585\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-02-27 17:17:38.000000+00:00\", \"2019-05-24 13:57:56.000000+00:00\"], \"session_ids\": [\"eb1f774f-a198-421a-93ef-a64eb298690f\", \"967acc6c-6a9c-4c13-aeb8-5e429b16e96d\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.324}, \"69906\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 9, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-13 05:47:26.000000+00:00\", \"2021-02-09 20:46:06.000000+00:00\", \"2022-12-06 09:11:08.000000+00:00\", \"2021-03-14 16:34:47.000000+00:00\", \"2022-01-11 19:13:06.000000+00:00\", \"2023-01-15 04:22:43.000000+00:00\"], \"session_ids\": [\"df0629d0-d298-4c96-97a1-08bd2bb71b37\", \"1fab539c-ddfd-487c-a4b0-0e9b4e6dcc15\", \"c8f4fb3c-2bb3-4f72-bdc0-d7b5f7215df2\", \"82c1821b-c137-4798-a48a-c64f40b944de\", \"633ff533-22df-427b-b189-d1b5d29bae25\", \"c55cdd1d-2c0e-4e0f-bb32-b64a0f7ee5a3\"], \"total_duration\": 2841.0, \"total_sessions\": 6, \"mean_week_duration\": 28.129}, \"48449\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-09-20 11:19:22.000000+00:00\", \"2019-02-27 11:31:22.000000+00:00\"], \"session_ids\": [\"4ef789cf-8957-491f-896d-7b4b274eaa69\", \"9944c0e3-c1d9-4dc2-88f0-becdb3b671ef\"], \"total_duration\": 185.0, \"total_sessions\": 2, \"mean_week_duration\": 6.167}, \"72000\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-08-19 06:04:51.000000+00:00\", \"2023-04-08 00:03:03.000000+00:00\", \"2019-07-13 14:51:28.000000+00:00\", \"2022-09-25 00:14:00.000000+00:00\"], \"session_ids\": [\"0ea16a67-dfc1-4305-aeef-fc7a797c51ee\", \"7d2479d4-dbe1-4f23-a7ef-eb1c5a7f178b\", \"3b53e414-b859-45af-98c4-a11a9de1a01c\", \"87ea95b8-75e0-48fa-a9fa-b9e92fd5a285\"], \"total_duration\": 53.0, \"total_sessions\": 4, \"mean_week_duration\": 0.272}, \"54567\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-08-13 02:22:28.000000+00:00\", \"2020-10-30 18:07:13.000000+00:00\", \"2021-08-12 08:43:02.000000+00:00\"], \"session_ids\": [\"addd9e99-0700-4142-9e22-ab41a5390a14\", \"acb50b3f-2cd6-4e45-ac52-8e36b597e22e\", \"91fe5f59-65ec-4c65-8525-5a16c2179bea\"], \"total_duration\": 27.0, \"total_sessions\": 3, \"mean_week_duration\": 0.659}, \"34975\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-12-21 14:06:20.000000+00:00\", \"2021-05-14 15:13:10.000000+00:00\"], \"session_ids\": [\"8fbc191e-f84b-4de3-9e45-41e87c38e096\", \"0693a2e3-cbc5-483f-914b-fa0025b4ff20\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 13.905}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are 2"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"==\"]]}, \"all_values\": {\"total_sessions\": [[2, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"39904\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-19 21:07:33.000000+00:00\", \"2019-08-13 18:33:38.000000+00:00\"], \"session_ids\": [\"2c4bab9c-f7e8-43d9-9b6d-e8da0d5d4496\", \"586a276c-3d60-48d1-8af0-b09b4a43d2c3\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.085}, \"62514\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-09-06 22:43:09.000000+00:00\", \"2020-05-27 09:34:51.000000+00:00\"], \"session_ids\": [\"8dc4ddfc-a521-4aea-a445-9257af7b4064\", \"f285dee9-7f5e-4466-ac7c-9c31729694c0\"], \"total_duration\": 331.0, \"total_sessions\": 2, \"mean_week_duration\": 8.711}, \"78780\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-28 13:07:29.000000+00:00\", \"2023-04-14 07:28:55.000000+00:00\"], \"session_ids\": [\"b0d4489c-d8bd-4e4d-bf59-499f17daa30a\", \"d6ca89b7-2ee3-4dab-a29d-480dd5ce0e6d\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 0.862}, \"91351\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-08-18 15:33:11.000000+00:00\", \"2020-03-10 21:07:56.000000+00:00\"], \"session_ids\": [\"8466b5b8-d7f3-4463-b305-11ef7556fd98\", \"72f2679d-2175-4baf-984b-10821a71cfaf\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 8.967}, \"54585\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-02-27 17:17:38.000000+00:00\", \"2019-05-24 13:57:56.000000+00:00\"], \"session_ids\": [\"eb1f774f-a198-421a-93ef-a64eb298690f\", \"967acc6c-6a9c-4c13-aeb8-5e429b16e96d\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.324}, \"48449\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-09-20 11:19:22.000000+00:00\", \"2019-02-27 11:31:22.000000+00:00\"], \"session_ids\": [\"4ef789cf-8957-491f-896d-7b4b274eaa69\", \"9944c0e3-c1d9-4dc2-88f0-becdb3b671ef\"], \"total_duration\": 185.0, \"total_sessions\": 2, \"mean_week_duration\": 6.167}, \"34975\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-12-21 14:06:20.000000+00:00\", \"2021-05-14 15:13:10.000000+00:00\"], \"session_ids\": [\"8fbc191e-f84b-4de3-9e45-41e87c38e096\", \"0693a2e3-cbc5-483f-914b-fa0025b4ff20\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 13.905}}\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[{\"62514\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-09-06 22:43:09.000000+00:00\", \"2020-05-27 09:34:51.000000+00:00\"], \"session_ids\": [\"8dc4ddfc-a521-4aea-a445-9257af7b4064\", \"f285dee9-7f5e-4466-ac7c-9c31729694c0\"], \"total_duration\": 331.0, \"total_sessions\": 2, \"mean_week_duration\": 8.711}}, {\"34975\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-12-21 14:06:20.000000+00:00\", \"2021-05-14 15:13:10.000000+00:00\"], \"session_ids\": [\"8fbc191e-f84b-4de3-9e45-41e87c38e096\", \"0693a2e3-cbc5-483f-914b-fa0025b4ff20\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 13.905}}, {\"91351\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-08-18 15:33:11.000000+00:00\", \"2020-03-10 21:07:56.000000+00:00\"], \"session_ids\": [\"8466b5b8-d7f3-4463-b305-11ef7556fd98\", \"72f2679d-2175-4baf-984b-10821a71cfaf\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 8.967}}, {\"48449\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-09-20 11:19:22.000000+00:00\", \"2019-02-27 11:31:22.000000+00:00\"], \"session_ids\": [\"4ef789cf-8957-491f-896d-7b4b274eaa69\", \"9944c0e3-c1d9-4dc2-88f0-becdb3b671ef\"], \"total_duration\": 185.0, \"total_sessions\": 2, \"mean_week_duration\": 6.167}}, {\"78780\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-28 13:07:29.000000+00:00\", \"2023-04-14 07:28:55.000000+00:00\"], \"session_ids\": [\"b0d4489c-d8bd-4e4d-bf59-499f17daa30a\", \"d6ca89b7-2ee3-4dab-a29d-480dd5ce0e6d\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 0.862}}, {\"54585\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-02-27 17:17:38.000000+00:00\", \"2019-05-24 13:57:56.000000+00:00\"], \"session_ids\": [\"eb1f774f-a198-421a-93ef-a64eb298690f\", \"967acc6c-6a9c-4c13-aeb8-5e429b16e96d\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.324}}, {\"39904\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-19 21:07:33.000000+00:00\", \"2019-08-13 18:33:38.000000+00:00\"], \"session_ids\": [\"2c4bab9c-f7e8-43d9-9b6d-e8da0d5d4496\", \"586a276c-3d60-48d1-8af0-b09b4a43d2c3\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.085}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 7 entries, discarding 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[{\"62514\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-09-06 22:43:09.000000+00:00\", \"2020-05-27 09:34:51.000000+00:00\"], \"session_ids\": [\"8dc4ddfc-a521-4aea-a445-9257af7b4064\", \"f285dee9-7f5e-4466-ac7c-9c31729694c0\"], \"total_duration\": 331.0, \"total_sessions\": 2, \"mean_week_duration\": 8.711}}, {\"34975\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-12-21 14:06:20.000000+00:00\", \"2021-05-14 15:13:10.000000+00:00\"], \"session_ids\": [\"8fbc191e-f84b-4de3-9e45-41e87c38e096\", \"0693a2e3-cbc5-483f-914b-fa0025b4ff20\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 13.905}}, {\"91351\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-08-18 15:33:11.000000+00:00\", \"2020-03-10 21:07:56.000000+00:00\"], \"session_ids\": [\"8466b5b8-d7f3-4463-b305-11ef7556fd98\", \"72f2679d-2175-4baf-984b-10821a71cfaf\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 8.967}}, {\"48449\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-09-20 11:19:22.000000+00:00\", \"2019-02-27 11:31:22.000000+00:00\"], \"session_ids\": [\"4ef789cf-8957-491f-896d-7b4b274eaa69\", \"9944c0e3-c1d9-4dc2-88f0-becdb3b671ef\"], \"total_duration\": 185.0, \"total_sessions\": 2, \"mean_week_duration\": 6.167}}, {\"78780\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-28 13:07:29.000000+00:00\", \"2023-04-14 07:28:55.000000+00:00\"], \"session_ids\": [\"b0d4489c-d8bd-4e4d-bf59-499f17daa30a\", \"d6ca89b7-2ee3-4dab-a29d-480dd5ce0e6d\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 0.862}}, {\"54585\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-02-27 17:17:38.000000+00:00\", \"2019-05-24 13:57:56.000000+00:00\"], \"session_ids\": [\"eb1f774f-a198-421a-93ef-a64eb298690f\", \"967acc6c-6a9c-4c13-aeb8-5e429b16e96d\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.324}}, {\"39904\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-19 21:07:33.000000+00:00\", \"2019-08-13 18:33:38.000000+00:00\"], \"session_ids\": [\"2c4bab9c-f7e8-43d9-9b6d-e8da0d5d4496\", \"586a276c-3d60-48d1-8af0-b09b4a43d2c3\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.085}}]\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[{\"62514\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-09-06 22:43:09.000000+00:00\", \"2020-05-27 09:34:51.000000+00:00\"], \"session_ids\": [\"8dc4ddfc-a521-4aea-a445-9257af7b4064\", \"f285dee9-7f5e-4466-ac7c-9c31729694c0\"], \"total_duration\": 331.0, \"total_sessions\": 2, \"mean_week_duration\": 8.711}}, {\"34975\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-12-21 14:06:20.000000+00:00\", \"2021-05-14 15:13:10.000000+00:00\"], \"session_ids\": [\"8fbc191e-f84b-4de3-9e45-41e87c38e096\", \"0693a2e3-cbc5-483f-914b-fa0025b4ff20\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 13.905}}, {\"91351\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-08-18 15:33:11.000000+00:00\", \"2020-03-10 21:07:56.000000+00:00\"], \"session_ids\": [\"8466b5b8-d7f3-4463-b305-11ef7556fd98\", \"72f2679d-2175-4baf-984b-10821a71cfaf\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 8.967}}, {\"48449\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-09-20 11:19:22.000000+00:00\", \"2019-02-27 11:31:22.000000+00:00\"], \"session_ids\": [\"4ef789cf-8957-491f-896d-7b4b274eaa69\", \"9944c0e3-c1d9-4dc2-88f0-becdb3b671ef\"], \"total_duration\": 185.0, \"total_sessions\": 2, \"mean_week_duration\": 6.167}}, {\"78780\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-28 13:07:29.000000+00:00\", \"2023-04-14 07:28:55.000000+00:00\"], \"session_ids\": [\"b0d4489c-d8bd-4e4d-bf59-499f17daa30a\", \"d6ca89b7-2ee3-4dab-a29d-480dd5ce0e6d\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 0.862}}, {\"54585\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-02-27 17:17:38.000000+00:00\", \"2019-05-24 13:57:56.000000+00:00\"], \"session_ids\": [\"eb1f774f-a198-421a-93ef-a64eb298690f\", \"967acc6c-6a9c-4c13-aeb8-5e429b16e96d\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.324}}, {\"39904\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-19 21:07:33.000000+00:00\", \"2019-08-13 18:33:38.000000+00:00\"], \"session_ids\": [\"2c4bab9c-f7e8-43d9-9b6d-e8da0d5d4496\", \"586a276c-3d60-48d1-8af0-b09b4a43d2c3\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.085}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Give me details on 8 users whose total sessoins count is smaller than 10 and bigger than 5 additionaly do sorting by site usage time per week 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{\"36532\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-03-13 15:21:02.000000+00:00\", \"2022-07-24 21:57:42.000000+00:00\"], \"session_ids\": [\"8fd15d28-c774-4ad7-aaea-ba051c23cd16\", \"57a8ffcc-39ef-4736-81b6-ce1677ed1bb5\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 10.789}, \"33771\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-09-09 03:38:06.000000+00:00\", \"2019-08-01 10:03:41.000000+00:00\", \"2023-04-02 08:01:49.000000+00:00\", \"2022-09-28 05:33:26.000000+00:00\", \"2020-12-15 07:18:32.000000+00:00\", \"2022-08-14 03:27:47.000000+00:00\", \"2019-12-31 01:27:14.000000+00:00\", \"2022-03-05 01:06:00.000000+00:00\"], \"session_ids\": [\"d975b1fb-2607-4f4d-b5d0-b55eaf27303b\", \"a8f9ac60-3dd0-4f37-bb63-fc64e0ef7269\", \"bfe6f9de-1a1e-408f-bfe6-d8d555e2c4b0\", \"ff8a9590-d38f-4e69-b2d3-92144c618482\", \"684963ae-21a6-47ca-892f-24d076ff19e4\", \"f79a906a-f32f-438a-94ad-bc778828f270\", \"8ff26258-a0e4-43ca-971b-63eb7b321e80\", \"37b7072d-c8a8-499f-9a56-bf89baf17ae1\"], \"total_duration\": 849.0, \"total_sessions\": 8, \"mean_week_duration\": 4.422}, \"26963\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-04-13 14:36:26.000000+00:00\", \"2021-09-08 07:04:30.000000+00:00\", \"2020-08-04 23:34:45.000000+00:00\", \"2021-07-28 05:05:18.000000+00:00\", \"2020-07-15 00:42:11.000000+00:00\"], \"session_ids\": [\"5256a821-d32e-44fe-a936-5c09abbb61a2\", \"355a8b58-0405-4c33-97a7-6786315eeaeb\", \"6d6064f8-eda1-4085-8776-21c860b722ec\", \"96caf5ba-e82b-4738-b520-44a75ca53966\", \"47d407ad-f97f-41b9-8260-b743525fb50e\"], \"total_duration\": 56.0, \"total_sessions\": 5, \"mean_week_duration\": 0.933}, \"60584\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-11-30 23:25:54.000000+00:00\", \"2019-01-04 13:19:01.000000+00:00\"], \"session_ids\": [\"80f9f324-c7e0-4476-b2c9-b5c3a7b9b536\", \"b555090d-5e86-4d6f-b2fe-cc825525882f\"], \"total_duration\": 70.0, \"total_sessions\": 2, \"mean_week_duration\": 0.343}, \"50510\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-10-26 21:48:59.000000+00:00\", \"2022-12-08 01:47:20.000000+00:00\"], \"session_ids\": [\"7a7ced0c-e38a-4000-81e6-cd39ac469bc1\", \"c25635f9-7fb9-44f9-93a0-024cc4bc21de\"], \"total_duration\": 193.0, \"total_sessions\": 2, \"mean_week_duration\": 32.167}, \"82331\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-10-14 16:16:53.000000+00:00\", \"2020-03-11 14:33:47.000000+00:00\"], \"session_ids\": [\"cd62fec8-3c1e-4ff7-a68c-411ec34fc783\", \"312498aa-d356-474b-a7da-12f06087be5f\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 1.206}, \"36930\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-05-10 03:17:33.000000+00:00\", \"2020-07-07 14:30:18.000000+00:00\"], \"session_ids\": [\"8067d1bb-6466-40db-9c5f-2ca6ae197b87\", \"27e04483-0727-4a87-bbab-942dea341672\"], \"total_duration\": 197.0, \"total_sessions\": 2, \"mean_week_duration\": 1.331}, \"24752\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-08-19 17:13:05.000000+00:00\", \"2020-09-26 20:17:40.000000+00:00\", \"2019-06-11 18:42:18.000000+00:00\"], \"session_ids\": [\"31b12f63-4603-4af2-aeab-2af445c17c37\", \"0a84f431-740c-4b17-b638-75b289cca100\", \"c52c24ee-cdcc-4873-9c03-dc13ca03193f\"], \"total_duration\": 642.0, \"total_sessions\": 3, \"mean_week_duration\": 9.441}, \"96965\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-03-06 10:47:53.000000+00:00\", \"2022-12-20 02:00:19.000000+00:00\"], \"session_ids\": [\"96e1c718-f818-4f93-a7ce-5bf6c62a319b\", \"656cafd2-7f6a-4c2f-9641-b6694776079d\"], \"total_duration\": 457.0, \"total_sessions\": 2, \"mean_week_duration\": 4.862}, \"11076\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-12-29 19:17:45.000000+00:00\", \"2020-06-17 21:08:18.000000+00:00\"], \"session_ids\": [\"ef892da8-df43-4882-8489-46ffa750ea64\", \"3fbdfe5f-bdc1-4dd2-bd9d-86b8ae2e5be8\"], \"total_duration\": 293.0, \"total_sessions\": 2, \"mean_week_duration\": 3.663}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or 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{\"33771\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-09-09 03:38:06.000000+00:00\", \"2019-08-01 10:03:41.000000+00:00\", \"2023-04-02 08:01:49.000000+00:00\", \"2022-09-28 05:33:26.000000+00:00\", \"2020-12-15 07:18:32.000000+00:00\", \"2022-08-14 03:27:47.000000+00:00\", \"2019-12-31 01:27:14.000000+00:00\", \"2022-03-05 01:06:00.000000+00:00\"], \"session_ids\": [\"d975b1fb-2607-4f4d-b5d0-b55eaf27303b\", \"a8f9ac60-3dd0-4f37-bb63-fc64e0ef7269\", \"bfe6f9de-1a1e-408f-bfe6-d8d555e2c4b0\", \"ff8a9590-d38f-4e69-b2d3-92144c618482\", \"684963ae-21a6-47ca-892f-24d076ff19e4\", \"f79a906a-f32f-438a-94ad-bc778828f270\", \"8ff26258-a0e4-43ca-971b-63eb7b321e80\", \"37b7072d-c8a8-499f-9a56-bf89baf17ae1\"], \"total_duration\": 849.0, \"total_sessions\": 8, \"mean_week_duration\": 4.422}, \"26963\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-04-13 14:36:26.000000+00:00\", \"2021-09-08 07:04:30.000000+00:00\", \"2020-08-04 23:34:45.000000+00:00\", \"2021-07-28 05:05:18.000000+00:00\", \"2020-07-15 00:42:11.000000+00:00\"], \"session_ids\": [\"5256a821-d32e-44fe-a936-5c09abbb61a2\", \"355a8b58-0405-4c33-97a7-6786315eeaeb\", \"6d6064f8-eda1-4085-8776-21c860b722ec\", \"96caf5ba-e82b-4738-b520-44a75ca53966\", \"47d407ad-f97f-41b9-8260-b743525fb50e\"], \"total_duration\": 56.0, \"total_sessions\": 5, \"mean_week_duration\": 0.933}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"33771\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-09-09 03:38:06.000000+00:00\", \"2019-08-01 10:03:41.000000+00:00\", \"2023-04-02 08:01:49.000000+00:00\", \"2022-09-28 05:33:26.000000+00:00\", \"2020-12-15 07:18:32.000000+00:00\", \"2022-08-14 03:27:47.000000+00:00\", \"2019-12-31 01:27:14.000000+00:00\", \"2022-03-05 01:06:00.000000+00:00\"], \"session_ids\": [\"d975b1fb-2607-4f4d-b5d0-b55eaf27303b\", \"a8f9ac60-3dd0-4f37-bb63-fc64e0ef7269\", \"bfe6f9de-1a1e-408f-bfe6-d8d555e2c4b0\", \"ff8a9590-d38f-4e69-b2d3-92144c618482\", \"684963ae-21a6-47ca-892f-24d076ff19e4\", \"f79a906a-f32f-438a-94ad-bc778828f270\", \"8ff26258-a0e4-43ca-971b-63eb7b321e80\", \"37b7072d-c8a8-499f-9a56-bf89baf17ae1\"], \"total_duration\": 849.0, \"total_sessions\": 8, \"mean_week_duration\": 4.422}}, {\"26963\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-04-13 14:36:26.000000+00:00\", \"2021-09-08 07:04:30.000000+00:00\", \"2020-08-04 23:34:45.000000+00:00\", \"2021-07-28 05:05:18.000000+00:00\", \"2020-07-15 00:42:11.000000+00:00\"], \"session_ids\": [\"5256a821-d32e-44fe-a936-5c09abbb61a2\", \"355a8b58-0405-4c33-97a7-6786315eeaeb\", \"6d6064f8-eda1-4085-8776-21c860b722ec\", \"96caf5ba-e82b-4738-b520-44a75ca53966\", \"47d407ad-f97f-41b9-8260-b743525fb50e\"], \"total_duration\": 56.0, \"total_sessions\": 5, \"mean_week_duration\": 0.933}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 8 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"33771\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-09-09 03:38:06.000000+00:00\", \"2019-08-01 10:03:41.000000+00:00\", \"2023-04-02 08:01:49.000000+00:00\", \"2022-09-28 05:33:26.000000+00:00\", \"2020-12-15 07:18:32.000000+00:00\", \"2022-08-14 03:27:47.000000+00:00\", \"2019-12-31 01:27:14.000000+00:00\", \"2022-03-05 01:06:00.000000+00:00\"], \"session_ids\": [\"d975b1fb-2607-4f4d-b5d0-b55eaf27303b\", \"a8f9ac60-3dd0-4f37-bb63-fc64e0ef7269\", \"bfe6f9de-1a1e-408f-bfe6-d8d555e2c4b0\", \"ff8a9590-d38f-4e69-b2d3-92144c618482\", \"684963ae-21a6-47ca-892f-24d076ff19e4\", \"f79a906a-f32f-438a-94ad-bc778828f270\", \"8ff26258-a0e4-43ca-971b-63eb7b321e80\", \"37b7072d-c8a8-499f-9a56-bf89baf17ae1\"], \"total_duration\": 849.0, \"total_sessions\": 8, \"mean_week_duration\": 4.422}}, {\"26963\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-04-13 14:36:26.000000+00:00\", \"2021-09-08 07:04:30.000000+00:00\", \"2020-08-04 23:34:45.000000+00:00\", \"2021-07-28 05:05:18.000000+00:00\", \"2020-07-15 00:42:11.000000+00:00\"], \"session_ids\": [\"5256a821-d32e-44fe-a936-5c09abbb61a2\", \"355a8b58-0405-4c33-97a7-6786315eeaeb\", \"6d6064f8-eda1-4085-8776-21c860b722ec\", \"96caf5ba-e82b-4738-b520-44a75ca53966\", \"47d407ad-f97f-41b9-8260-b743525fb50e\"], \"total_duration\": 56.0, \"total_sessions\": 5, \"mean_week_duration\": 0.933}}]\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[{\"33771\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-09-09 03:38:06.000000+00:00\", \"2019-08-01 10:03:41.000000+00:00\", \"2023-04-02 08:01:49.000000+00:00\", \"2022-09-28 05:33:26.000000+00:00\", \"2020-12-15 07:18:32.000000+00:00\", \"2022-08-14 03:27:47.000000+00:00\", \"2019-12-31 01:27:14.000000+00:00\", \"2022-03-05 01:06:00.000000+00:00\"], \"session_ids\": [\"d975b1fb-2607-4f4d-b5d0-b55eaf27303b\", \"a8f9ac60-3dd0-4f37-bb63-fc64e0ef7269\", \"bfe6f9de-1a1e-408f-bfe6-d8d555e2c4b0\", \"ff8a9590-d38f-4e69-b2d3-92144c618482\", \"684963ae-21a6-47ca-892f-24d076ff19e4\", \"f79a906a-f32f-438a-94ad-bc778828f270\", \"8ff26258-a0e4-43ca-971b-63eb7b321e80\", \"37b7072d-c8a8-499f-9a56-bf89baf17ae1\"], \"total_duration\": 849.0, \"total_sessions\": 8, \"mean_week_duration\": 4.422}}, {\"26963\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-04-13 14:36:26.000000+00:00\", \"2021-09-08 07:04:30.000000+00:00\", \"2020-08-04 23:34:45.000000+00:00\", \"2021-07-28 05:05:18.000000+00:00\", \"2020-07-15 00:42:11.000000+00:00\"], \"session_ids\": [\"5256a821-d32e-44fe-a936-5c09abbb61a2\", \"355a8b58-0405-4c33-97a7-6786315eeaeb\", \"6d6064f8-eda1-4085-8776-21c860b722ec\", \"96caf5ba-e82b-4738-b520-44a75ca53966\", \"47d407ad-f97f-41b9-8260-b743525fb50e\"], \"total_duration\": 56.0, \"total_sessions\": 5, \"mean_week_duration\": 0.933}}]\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 6 users pieces of information with a duration summation that is = 2398 as well as carry out sorting by city_name from the largest to the smallest also remain only 4 entries."
}
] |
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