conversations
list |
|---|
[
{
"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{\"7689\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-01-27 19:07:10.000000+00:00\", \"2021-02-14 04:11:05.000000+00:00\", \"2022-01-19 00:47:42.000000+00:00\", \"2022-07-15 02:19:12.000000+00:00\", \"2023-01-11 00:48:49.000000+00:00\"], \"session_ids\": [\"ada54ba1-8236-4bbb-88ab-d50f73c7e543\", \"6e1cf6ed-02a3-4513-a634-cfafcc2fbe85\", \"54e8a924-ed3c-4105-9fd6-c296fc548274\", \"0402a784-7122-408c-9061-7e516ebba388\", \"2e58186d-53a6-49e2-a2a6-44e28130cb9b\"], \"total_duration\": 3573.0, \"total_sessions\": 5, \"mean_week_duration\": 35.029}, \"8023\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 5}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-09-12 20:09:28.000000+00:00\", \"2020-05-29 16:29:57.000000+00:00\", \"2023-05-20 03:13:19.000000+00:00\", \"2019-08-20 04:01:17.000000+00:00\"], \"session_ids\": [\"34ad7c53-c8b0-4450-990c-134034cfeebc\", \"9f0f914e-eed5-4a6c-93b4-376f0f35edb5\", \"793f1598-5c08-4718-958a-d8a90f79d024\", \"ff16e8a2-be5b-480e-aa1c-09937ff5c166\"], \"total_duration\": 45.0, \"total_sessions\": 4, \"mean_week_duration\": 0.23}, \"19492\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-01-30 15:39:44.000000+00:00\", \"2020-09-15 20:47:07.000000+00:00\"], \"session_ids\": [\"7e3a1655-f45d-4ea9-b024-6c411bc300ea\", \"1c6e479c-9316-4407-a56f-08cc08593e51\"], \"total_duration\": 314.0, \"total_sessions\": 2, \"mean_week_duration\": 3.694}, \"1450\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-05-15 17:33:25.000000+00:00\", \"2023-05-27 15:56:24.000000+00:00\"], \"session_ids\": [\"ee1447c3-4057-467c-bce4-b8631b86dfa0\", \"7f965816-0e50-4dc9-ae49-d04b52ff4938\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 1.704}, \"69133\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-01-22 00:19:05.000000+00:00\", \"2021-03-13 10:06:50.000000+00:00\", \"2021-12-21 14:16:47.000000+00:00\", \"2020-07-22 00:48:57.000000+00:00\"], \"session_ids\": [\"2e1b7d4d-9fc3-46ea-b9a1-680be1459851\", \"133e9226-82c8-4f70-9f22-0bbe468b4628\", \"53393895-ebe9-4e73-adc7-256af50b7dbe\", \"5d0d3bce-e363-4e99-a6cc-89d85a7c2d0d\"], \"total_duration\": 474.0, \"total_sessions\": 4, \"mean_week_duration\": 3.118}, \"22819\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-07-25 16:24:30.000000+00:00\", \"2019-09-29 23:13:06.000000+00:00\", \"2022-06-02 18:22:22.000000+00:00\", \"2022-03-26 05:18:44.000000+00:00\", \"2022-01-16 23:11:56.000000+00:00\", \"2022-11-17 17:28:17.000000+00:00\"], \"session_ids\": [\"bf8ecdd5-32a3-4969-88d8-02a337f52558\", \"08e414f3-e82b-4f64-b5b4-7991f9369cd1\", \"69aec7b9-90e9-4efb-9636-9b5b5f627b7c\", \"eb66c3f3-e102-4391-bd53-00a92ed8a923\", \"a9519cd0-ab69-495d-8c3b-c1007b3b468f\", \"05baf625-5e62-482f-b717-75ea15c962f0\"], \"total_duration\": 5614.0, \"total_sessions\": 6, \"mean_week_duration\": 34.232}, \"28405\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-10-13 08:57:54.000000+00:00\", \"2019-10-18 07:23:05.000000+00:00\", \"2023-05-17 06:08:58.000000+00:00\", \"2022-05-18 20:56:29.000000+00:00\", \"2021-02-03 10:16:03.000000+00:00\"], \"session_ids\": [\"062ff065-d3ad-426b-93e3-ccacc991ddd9\", \"35967ce3-8cb3-4318-bedb-c52fe08166e3\", \"b6e94829-8856-49c1-9bb0-8edf3d4ac199\", \"2116f325-2d5d-447c-8f1b-59e4177a705e\", \"a2cb32db-e390-4cbe-b324-cf5d8de438bf\"], \"total_duration\": 154.0, \"total_sessions\": 5, \"mean_week_duration\": 0.819}, \"87039\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-11-08 16:27:30.000000+00:00\", \"2020-04-07 02:06:55.000000+00:00\", \"2019-02-09 13:55:25.000000+00:00\", \"2023-01-20 03:52:10.000000+00:00\", \"2019-12-09 02:59:34.000000+00:00\", \"2022-09-10 11:23:20.000000+00:00\", \"2019-03-12 13:24:19.000000+00:00\", \"2021-02-05 21:05:19.000000+00:00\", \"2022-03-18 23:02:20.000000+00:00\"], \"session_ids\": [\"0c992f9e-5c10-46d4-8292-f2c403009282\", \"7b5d9b9c-9e9a-4400-9f0a-d36105887917\", \"410dc1c8-83da-4c46-9cb4-e2527de5e6f0\", \"25754916-2cfa-4e2b-b7d6-63f737b4db00\", \"01dc4038-3a24-41cf-94c6-cfd469d59307\", \"16dbd26f-53c5-46fe-8f31-14287c786807\", \"b1edce3b-0651-4552-802c-1a30d9b75acc\", \"e4c425fb-8308-4591-9aa7-32e019d73f5a\", \"a30f1824-e0bc-471a-b690-28d0167fe8a0\"], \"total_duration\": 348.0, \"total_sessions\": 9, \"mean_week_duration\": 1.689}, \"32991\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-06-24 02:17:45.000000+00:00\", \"2020-01-08 16:25:50.000000+00:00\"], \"session_ids\": [\"ff341915-df91-40c9-8824-b75c85548c11\", \"4f64dd08-8c06-43ca-9866-f7759d818ab5\"], \"total_duration\": 193.0, \"total_sessions\": 2, \"mean_week_duration\": 1.066}, \"60755\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-07-06 17:50:22.000000+00:00\", \"2023-02-08 15:49:29.000000+00:00\"], \"session_ids\": [\"c11c32bd-cd59-4979-9c4f-d05fbefa5f33\", \"e59a4c9d-23b0-480a-b879-4dcd1f9a490c\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 2.349}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are greater than 347 and are less than 4296"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"total_duration\": [[347, 4296]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"7689\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-01-27 19:07:10.000000+00:00\", \"2021-02-14 04:11:05.000000+00:00\", \"2022-01-19 00:47:42.000000+00:00\", \"2022-07-15 02:19:12.000000+00:00\", \"2023-01-11 00:48:49.000000+00:00\"], \"session_ids\": [\"ada54ba1-8236-4bbb-88ab-d50f73c7e543\", \"6e1cf6ed-02a3-4513-a634-cfafcc2fbe85\", \"54e8a924-ed3c-4105-9fd6-c296fc548274\", \"0402a784-7122-408c-9061-7e516ebba388\", \"2e58186d-53a6-49e2-a2a6-44e28130cb9b\"], \"total_duration\": 3573.0, \"total_sessions\": 5, \"mean_week_duration\": 35.029}, \"69133\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-01-22 00:19:05.000000+00:00\", \"2021-03-13 10:06:50.000000+00:00\", \"2021-12-21 14:16:47.000000+00:00\", \"2020-07-22 00:48:57.000000+00:00\"], \"session_ids\": [\"2e1b7d4d-9fc3-46ea-b9a1-680be1459851\", \"133e9226-82c8-4f70-9f22-0bbe468b4628\", \"53393895-ebe9-4e73-adc7-256af50b7dbe\", \"5d0d3bce-e363-4e99-a6cc-89d85a7c2d0d\"], \"total_duration\": 474.0, \"total_sessions\": 4, \"mean_week_duration\": 3.118}, \"87039\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-11-08 16:27:30.000000+00:00\", \"2020-04-07 02:06:55.000000+00:00\", \"2019-02-09 13:55:25.000000+00:00\", \"2023-01-20 03:52:10.000000+00:00\", \"2019-12-09 02:59:34.000000+00:00\", \"2022-09-10 11:23:20.000000+00:00\", \"2019-03-12 13:24:19.000000+00:00\", \"2021-02-05 21:05:19.000000+00:00\", \"2022-03-18 23:02:20.000000+00:00\"], \"session_ids\": [\"0c992f9e-5c10-46d4-8292-f2c403009282\", \"7b5d9b9c-9e9a-4400-9f0a-d36105887917\", \"410dc1c8-83da-4c46-9cb4-e2527de5e6f0\", \"25754916-2cfa-4e2b-b7d6-63f737b4db00\", \"01dc4038-3a24-41cf-94c6-cfd469d59307\", \"16dbd26f-53c5-46fe-8f31-14287c786807\", \"b1edce3b-0651-4552-802c-1a30d9b75acc\", \"e4c425fb-8308-4591-9aa7-32e019d73f5a\", \"a30f1824-e0bc-471a-b690-28d0167fe8a0\"], \"total_duration\": 348.0, \"total_sessions\": 9, \"mean_week_duration\": 1.689}}\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[{\"87039\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-11-08 16:27:30.000000+00:00\", \"2020-04-07 02:06:55.000000+00:00\", \"2019-02-09 13:55:25.000000+00:00\", \"2023-01-20 03:52:10.000000+00:00\", \"2019-12-09 02:59:34.000000+00:00\", \"2022-09-10 11:23:20.000000+00:00\", \"2019-03-12 13:24:19.000000+00:00\", \"2021-02-05 21:05:19.000000+00:00\", \"2022-03-18 23:02:20.000000+00:00\"], \"session_ids\": [\"0c992f9e-5c10-46d4-8292-f2c403009282\", \"7b5d9b9c-9e9a-4400-9f0a-d36105887917\", \"410dc1c8-83da-4c46-9cb4-e2527de5e6f0\", \"25754916-2cfa-4e2b-b7d6-63f737b4db00\", \"01dc4038-3a24-41cf-94c6-cfd469d59307\", \"16dbd26f-53c5-46fe-8f31-14287c786807\", \"b1edce3b-0651-4552-802c-1a30d9b75acc\", \"e4c425fb-8308-4591-9aa7-32e019d73f5a\", \"a30f1824-e0bc-471a-b690-28d0167fe8a0\"], \"total_duration\": 348.0, \"total_sessions\": 9, \"mean_week_duration\": 1.689}}, {\"69133\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-01-22 00:19:05.000000+00:00\", \"2021-03-13 10:06:50.000000+00:00\", \"2021-12-21 14:16:47.000000+00:00\", \"2020-07-22 00:48:57.000000+00:00\"], \"session_ids\": [\"2e1b7d4d-9fc3-46ea-b9a1-680be1459851\", \"133e9226-82c8-4f70-9f22-0bbe468b4628\", \"53393895-ebe9-4e73-adc7-256af50b7dbe\", \"5d0d3bce-e363-4e99-a6cc-89d85a7c2d0d\"], \"total_duration\": 474.0, \"total_sessions\": 4, \"mean_week_duration\": 3.118}}, {\"7689\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-01-27 19:07:10.000000+00:00\", \"2021-02-14 04:11:05.000000+00:00\", \"2022-01-19 00:47:42.000000+00:00\", \"2022-07-15 02:19:12.000000+00:00\", \"2023-01-11 00:48:49.000000+00:00\"], \"session_ids\": [\"ada54ba1-8236-4bbb-88ab-d50f73c7e543\", \"6e1cf6ed-02a3-4513-a634-cfafcc2fbe85\", \"54e8a924-ed3c-4105-9fd6-c296fc548274\", \"0402a784-7122-408c-9061-7e516ebba388\", \"2e58186d-53a6-49e2-a2a6-44e28130cb9b\"], \"total_duration\": 3573.0, \"total_sessions\": 5, \"mean_week_duration\": 35.029}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 6 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"87039\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-11-08 16:27:30.000000+00:00\", \"2020-04-07 02:06:55.000000+00:00\", \"2019-02-09 13:55:25.000000+00:00\", \"2023-01-20 03:52:10.000000+00:00\", \"2019-12-09 02:59:34.000000+00:00\", \"2022-09-10 11:23:20.000000+00:00\", \"2019-03-12 13:24:19.000000+00:00\", \"2021-02-05 21:05:19.000000+00:00\", \"2022-03-18 23:02:20.000000+00:00\"], \"session_ids\": [\"0c992f9e-5c10-46d4-8292-f2c403009282\", \"7b5d9b9c-9e9a-4400-9f0a-d36105887917\", \"410dc1c8-83da-4c46-9cb4-e2527de5e6f0\", \"25754916-2cfa-4e2b-b7d6-63f737b4db00\", \"01dc4038-3a24-41cf-94c6-cfd469d59307\", \"16dbd26f-53c5-46fe-8f31-14287c786807\", \"b1edce3b-0651-4552-802c-1a30d9b75acc\", \"e4c425fb-8308-4591-9aa7-32e019d73f5a\", \"a30f1824-e0bc-471a-b690-28d0167fe8a0\"], \"total_duration\": 348.0, \"total_sessions\": 9, \"mean_week_duration\": 1.689}}, {\"69133\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-01-22 00:19:05.000000+00:00\", \"2021-03-13 10:06:50.000000+00:00\", \"2021-12-21 14:16:47.000000+00:00\", \"2020-07-22 00:48:57.000000+00:00\"], \"session_ids\": [\"2e1b7d4d-9fc3-46ea-b9a1-680be1459851\", \"133e9226-82c8-4f70-9f22-0bbe468b4628\", \"53393895-ebe9-4e73-adc7-256af50b7dbe\", \"5d0d3bce-e363-4e99-a6cc-89d85a7c2d0d\"], \"total_duration\": 474.0, \"total_sessions\": 4, \"mean_week_duration\": 3.118}}, {\"7689\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-01-27 19:07:10.000000+00:00\", \"2021-02-14 04:11:05.000000+00:00\", \"2022-01-19 00:47:42.000000+00:00\", \"2022-07-15 02:19:12.000000+00:00\", \"2023-01-11 00:48:49.000000+00:00\"], \"session_ids\": [\"ada54ba1-8236-4bbb-88ab-d50f73c7e543\", \"6e1cf6ed-02a3-4513-a634-cfafcc2fbe85\", \"54e8a924-ed3c-4105-9fd6-c296fc548274\", \"0402a784-7122-408c-9061-7e516ebba388\", \"2e58186d-53a6-49e2-a2a6-44e28130cb9b\"], \"total_duration\": 3573.0, \"total_sessions\": 5, \"mean_week_duration\": 35.029}}]\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[{\"87039\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-11-08 16:27:30.000000+00:00\", \"2020-04-07 02:06:55.000000+00:00\", \"2019-02-09 13:55:25.000000+00:00\", \"2023-01-20 03:52:10.000000+00:00\", \"2019-12-09 02:59:34.000000+00:00\", \"2022-09-10 11:23:20.000000+00:00\", \"2019-03-12 13:24:19.000000+00:00\", \"2021-02-05 21:05:19.000000+00:00\", \"2022-03-18 23:02:20.000000+00:00\"], \"session_ids\": [\"0c992f9e-5c10-46d4-8292-f2c403009282\", \"7b5d9b9c-9e9a-4400-9f0a-d36105887917\", \"410dc1c8-83da-4c46-9cb4-e2527de5e6f0\", \"25754916-2cfa-4e2b-b7d6-63f737b4db00\", \"01dc4038-3a24-41cf-94c6-cfd469d59307\", \"16dbd26f-53c5-46fe-8f31-14287c786807\", \"b1edce3b-0651-4552-802c-1a30d9b75acc\", \"e4c425fb-8308-4591-9aa7-32e019d73f5a\", \"a30f1824-e0bc-471a-b690-28d0167fe8a0\"], \"total_duration\": 348.0, \"total_sessions\": 9, \"mean_week_duration\": 1.689}}, {\"69133\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-01-22 00:19:05.000000+00:00\", \"2021-03-13 10:06:50.000000+00:00\", \"2021-12-21 14:16:47.000000+00:00\", \"2020-07-22 00:48:57.000000+00:00\"], \"session_ids\": [\"2e1b7d4d-9fc3-46ea-b9a1-680be1459851\", \"133e9226-82c8-4f70-9f22-0bbe468b4628\", \"53393895-ebe9-4e73-adc7-256af50b7dbe\", \"5d0d3bce-e363-4e99-a6cc-89d85a7c2d0d\"], \"total_duration\": 474.0, \"total_sessions\": 4, \"mean_week_duration\": 3.118}}, {\"7689\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-01-27 19:07:10.000000+00:00\", \"2021-02-14 04:11:05.000000+00:00\", \"2022-01-19 00:47:42.000000+00:00\", \"2022-07-15 02:19:12.000000+00:00\", \"2023-01-11 00:48:49.000000+00:00\"], \"session_ids\": [\"ada54ba1-8236-4bbb-88ab-d50f73c7e543\", \"6e1cf6ed-02a3-4513-a634-cfafcc2fbe85\", \"54e8a924-ed3c-4105-9fd6-c296fc548274\", \"0402a784-7122-408c-9061-7e516ebba388\", \"2e58186d-53a6-49e2-a2a6-44e28130cb9b\"], \"total_duration\": 3573.0, \"total_sessions\": 5, \"mean_week_duration\": 35.029}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please provide insights on 7 users who aren't living in cities Ho Chi Minh City, Nairobi, Santo Domingo, Buenos Aires, Cairo, Copenhagen, Tegucigalpa and in addition apply sorting by city title 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{\"54850\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-01-02 12:13:08.000000+00:00\", \"2019-06-26 14:44:08.000000+00:00\"], \"session_ids\": [\"a6a0c0b8-836d-4265-9141-ba317ebdb906\", \"99644a8c-a8e8-4072-869c-47ce366109e7\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 3.704}, \"43440\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-04-08 02:14:03.000000+00:00\", \"2021-01-29 14:20:49.000000+00:00\"], \"session_ids\": [\"2537ff35-c098-46d6-97a7-c484569bc20a\", \"28ced70e-9c13-4dbb-90aa-e44e05f16b43\"], \"total_duration\": 254.0, \"total_sessions\": 2, \"mean_week_duration\": 4.097}, \"99703\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-05-07 05:42:17.000000+00:00\", \"2020-04-24 08:50:27.000000+00:00\"], \"session_ids\": [\"b27af62a-c995-4410-b0db-a138a84f9ec4\", \"b8550c35-758c-494c-8479-ebda42697701\"], \"total_duration\": 262.0, \"total_sessions\": 2, \"mean_week_duration\": 131.0}, \"80741\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-06-09 00:12:25.000000+00:00\", \"2019-06-19 11:38:29.000000+00:00\"], \"session_ids\": [\"7b5d100e-6124-4655-b506-b17d73d4ba5d\", \"48c3c094-3993-4095-9944-f3505977ed62\"], \"total_duration\": 462.0, \"total_sessions\": 2, \"mean_week_duration\": 2.981}, \"71949\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-10-30 15:36:23.000000+00:00\", \"2021-08-20 20:59:19.000000+00:00\"], \"session_ids\": [\"e051def1-ec6f-4c02-b00b-964536bd6022\", \"cfbb29fa-03c2-4ce3-a844-9bde24fdae80\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.27}, \"85251\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-11-11 22:19:14.000000+00:00\", \"2022-07-29 02:19:18.000000+00:00\"], \"session_ids\": [\"4b1e7eec-f958-42f3-9598-987db372430c\", \"c2f41ef0-96f1-496c-9bbb-0009ba5ec166\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.649}, \"5586\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-02 15:15:15.000000+00:00\", \"2020-09-10 05:05:35.000000+00:00\"], \"session_ids\": [\"b47a153a-0d22-4057-b592-67d49569ea61\", \"9098596a-caa2-4c85-91ce-b63cdab04766\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 2.822}, \"8244\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-12-21 14:47:39.000000+00:00\", \"2021-07-08 00:55:16.000000+00:00\", \"2020-12-28 10:28:45.000000+00:00\"], \"session_ids\": [\"22d5ce4c-bc15-49e4-bd90-a32589807df2\", \"f4623bc5-6c1a-4175-a9cb-b8f66ea61dab\", \"4a3902ee-4cd0-4c3d-895f-f570e91303a6\"], \"total_duration\": 136.0, \"total_sessions\": 3, \"mean_week_duration\": 1.679}, \"63486\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-12-03 12:07:07.000000+00:00\", \"2021-11-10 05:53:09.000000+00:00\"], \"session_ids\": [\"5b675e50-ee95-4f64-bf0c-518e860473ab\", \"b354ca1c-ab3f-465e-8d1f-6c29dd6349ac\"], \"total_duration\": 401.0, \"total_sessions\": 2, \"mean_week_duration\": 100.25}, \"7081\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-01-04 20:33:48.000000+00:00\", \"2019-01-29 02:12:03.000000+00:00\", \"2021-08-03 15:57:51.000000+00:00\", \"2019-03-10 13:00:05.000000+00:00\", \"2020-12-26 18:40:11.000000+00:00\", \"2020-01-16 17:30:16.000000+00:00\"], \"session_ids\": [\"634a52ab-cf27-4417-a670-3dd74e8d6464\", \"fda876df-1100-4a6a-b6f1-034062f840e9\", \"e5f1fc8f-d5b2-4058-9359-35b5e1f6fdb1\", \"d0090562-d055-4e72-8958-d3e1a9ffb42f\", \"976a1578-1c1c-4b67-a387-7f9955a63874\", \"73d5adbc-e915-4aa4-b6e3-22978af522f6\"], \"total_duration\": 1031.0, \"total_sessions\": 6, \"mean_week_duration\": 7.637}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are not Ho Chi Minh City, Nairobi, Santo Domingo, Buenos Aires, Cairo, Copenhagen, Tegucigalpa"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Ho Chi Minh City\", \"Nairobi\", \"Santo Domingo\", \"Buenos Aires\", \"Cairo\", \"Copenhagen\", \"Tegucigalpa\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"54850\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-01-02 12:13:08.000000+00:00\", \"2019-06-26 14:44:08.000000+00:00\"], \"session_ids\": [\"a6a0c0b8-836d-4265-9141-ba317ebdb906\", \"99644a8c-a8e8-4072-869c-47ce366109e7\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 3.704}, \"43440\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-04-08 02:14:03.000000+00:00\", \"2021-01-29 14:20:49.000000+00:00\"], \"session_ids\": [\"2537ff35-c098-46d6-97a7-c484569bc20a\", \"28ced70e-9c13-4dbb-90aa-e44e05f16b43\"], \"total_duration\": 254.0, \"total_sessions\": 2, \"mean_week_duration\": 4.097}, \"99703\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-05-07 05:42:17.000000+00:00\", \"2020-04-24 08:50:27.000000+00:00\"], \"session_ids\": [\"b27af62a-c995-4410-b0db-a138a84f9ec4\", \"b8550c35-758c-494c-8479-ebda42697701\"], \"total_duration\": 262.0, \"total_sessions\": 2, \"mean_week_duration\": 131.0}, \"80741\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-06-09 00:12:25.000000+00:00\", \"2019-06-19 11:38:29.000000+00:00\"], \"session_ids\": [\"7b5d100e-6124-4655-b506-b17d73d4ba5d\", \"48c3c094-3993-4095-9944-f3505977ed62\"], \"total_duration\": 462.0, \"total_sessions\": 2, \"mean_week_duration\": 2.981}, \"71949\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-10-30 15:36:23.000000+00:00\", \"2021-08-20 20:59:19.000000+00:00\"], \"session_ids\": [\"e051def1-ec6f-4c02-b00b-964536bd6022\", \"cfbb29fa-03c2-4ce3-a844-9bde24fdae80\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.27}, \"5586\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-02 15:15:15.000000+00:00\", \"2020-09-10 05:05:35.000000+00:00\"], \"session_ids\": [\"b47a153a-0d22-4057-b592-67d49569ea61\", \"9098596a-caa2-4c85-91ce-b63cdab04766\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 2.822}, \"8244\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-12-21 14:47:39.000000+00:00\", \"2021-07-08 00:55:16.000000+00:00\", \"2020-12-28 10:28:45.000000+00:00\"], \"session_ids\": [\"22d5ce4c-bc15-49e4-bd90-a32589807df2\", \"f4623bc5-6c1a-4175-a9cb-b8f66ea61dab\", \"4a3902ee-4cd0-4c3d-895f-f570e91303a6\"], \"total_duration\": 136.0, \"total_sessions\": 3, \"mean_week_duration\": 1.679}, \"63486\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-12-03 12:07:07.000000+00:00\", \"2021-11-10 05:53:09.000000+00:00\"], \"session_ids\": [\"5b675e50-ee95-4f64-bf0c-518e860473ab\", \"b354ca1c-ab3f-465e-8d1f-6c29dd6349ac\"], \"total_duration\": 401.0, \"total_sessions\": 2, \"mean_week_duration\": 100.25}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"99703\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-05-07 05:42:17.000000+00:00\", \"2020-04-24 08:50:27.000000+00:00\"], \"session_ids\": [\"b27af62a-c995-4410-b0db-a138a84f9ec4\", \"b8550c35-758c-494c-8479-ebda42697701\"], \"total_duration\": 262.0, \"total_sessions\": 2, \"mean_week_duration\": 131.0}}, {\"71949\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-10-30 15:36:23.000000+00:00\", \"2021-08-20 20:59:19.000000+00:00\"], \"session_ids\": [\"e051def1-ec6f-4c02-b00b-964536bd6022\", \"cfbb29fa-03c2-4ce3-a844-9bde24fdae80\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.27}}, {\"8244\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-12-21 14:47:39.000000+00:00\", \"2021-07-08 00:55:16.000000+00:00\", \"2020-12-28 10:28:45.000000+00:00\"], \"session_ids\": [\"22d5ce4c-bc15-49e4-bd90-a32589807df2\", \"f4623bc5-6c1a-4175-a9cb-b8f66ea61dab\", \"4a3902ee-4cd0-4c3d-895f-f570e91303a6\"], \"total_duration\": 136.0, \"total_sessions\": 3, \"mean_week_duration\": 1.679}}, {\"80741\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-06-09 00:12:25.000000+00:00\", \"2019-06-19 11:38:29.000000+00:00\"], \"session_ids\": [\"7b5d100e-6124-4655-b506-b17d73d4ba5d\", \"48c3c094-3993-4095-9944-f3505977ed62\"], \"total_duration\": 462.0, \"total_sessions\": 2, \"mean_week_duration\": 2.981}}, {\"54850\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-01-02 12:13:08.000000+00:00\", \"2019-06-26 14:44:08.000000+00:00\"], \"session_ids\": [\"a6a0c0b8-836d-4265-9141-ba317ebdb906\", \"99644a8c-a8e8-4072-869c-47ce366109e7\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 3.704}}, {\"43440\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-04-08 02:14:03.000000+00:00\", \"2021-01-29 14:20:49.000000+00:00\"], \"session_ids\": [\"2537ff35-c098-46d6-97a7-c484569bc20a\", \"28ced70e-9c13-4dbb-90aa-e44e05f16b43\"], \"total_duration\": 254.0, \"total_sessions\": 2, \"mean_week_duration\": 4.097}}, {\"63486\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-12-03 12:07:07.000000+00:00\", \"2021-11-10 05:53:09.000000+00:00\"], \"session_ids\": [\"5b675e50-ee95-4f64-bf0c-518e860473ab\", \"b354ca1c-ab3f-465e-8d1f-6c29dd6349ac\"], \"total_duration\": 401.0, \"total_sessions\": 2, \"mean_week_duration\": 100.25}}, {\"5586\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-02 15:15:15.000000+00:00\", \"2020-09-10 05:05:35.000000+00:00\"], \"session_ids\": [\"b47a153a-0d22-4057-b592-67d49569ea61\", \"9098596a-caa2-4c85-91ce-b63cdab04766\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 2.822}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 7 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"99703\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-05-07 05:42:17.000000+00:00\", \"2020-04-24 08:50:27.000000+00:00\"], \"session_ids\": [\"b27af62a-c995-4410-b0db-a138a84f9ec4\", \"b8550c35-758c-494c-8479-ebda42697701\"], \"total_duration\": 262.0, \"total_sessions\": 2, \"mean_week_duration\": 131.0}}, {\"71949\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-10-30 15:36:23.000000+00:00\", \"2021-08-20 20:59:19.000000+00:00\"], \"session_ids\": [\"e051def1-ec6f-4c02-b00b-964536bd6022\", \"cfbb29fa-03c2-4ce3-a844-9bde24fdae80\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.27}}, {\"8244\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-12-21 14:47:39.000000+00:00\", \"2021-07-08 00:55:16.000000+00:00\", \"2020-12-28 10:28:45.000000+00:00\"], \"session_ids\": [\"22d5ce4c-bc15-49e4-bd90-a32589807df2\", \"f4623bc5-6c1a-4175-a9cb-b8f66ea61dab\", \"4a3902ee-4cd0-4c3d-895f-f570e91303a6\"], \"total_duration\": 136.0, \"total_sessions\": 3, \"mean_week_duration\": 1.679}}, {\"80741\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-06-09 00:12:25.000000+00:00\", \"2019-06-19 11:38:29.000000+00:00\"], \"session_ids\": [\"7b5d100e-6124-4655-b506-b17d73d4ba5d\", \"48c3c094-3993-4095-9944-f3505977ed62\"], \"total_duration\": 462.0, \"total_sessions\": 2, \"mean_week_duration\": 2.981}}, {\"54850\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-01-02 12:13:08.000000+00:00\", \"2019-06-26 14:44:08.000000+00:00\"], \"session_ids\": [\"a6a0c0b8-836d-4265-9141-ba317ebdb906\", \"99644a8c-a8e8-4072-869c-47ce366109e7\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 3.704}}, {\"43440\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-04-08 02:14:03.000000+00:00\", \"2021-01-29 14:20:49.000000+00:00\"], \"session_ids\": [\"2537ff35-c098-46d6-97a7-c484569bc20a\", \"28ced70e-9c13-4dbb-90aa-e44e05f16b43\"], \"total_duration\": 254.0, \"total_sessions\": 2, \"mean_week_duration\": 4.097}}, {\"63486\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-12-03 12:07:07.000000+00:00\", \"2021-11-10 05:53:09.000000+00:00\"], \"session_ids\": [\"5b675e50-ee95-4f64-bf0c-518e860473ab\", \"b354ca1c-ab3f-465e-8d1f-6c29dd6349ac\"], \"total_duration\": 401.0, \"total_sessions\": 2, \"mean_week_duration\": 100.25}}]\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[{\"99703\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-05-07 05:42:17.000000+00:00\", \"2020-04-24 08:50:27.000000+00:00\"], \"session_ids\": [\"b27af62a-c995-4410-b0db-a138a84f9ec4\", \"b8550c35-758c-494c-8479-ebda42697701\"], \"total_duration\": 262.0, \"total_sessions\": 2, \"mean_week_duration\": 131.0}}, {\"71949\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-10-30 15:36:23.000000+00:00\", \"2021-08-20 20:59:19.000000+00:00\"], \"session_ids\": [\"e051def1-ec6f-4c02-b00b-964536bd6022\", \"cfbb29fa-03c2-4ce3-a844-9bde24fdae80\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.27}}, {\"8244\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-12-21 14:47:39.000000+00:00\", \"2021-07-08 00:55:16.000000+00:00\", \"2020-12-28 10:28:45.000000+00:00\"], \"session_ids\": [\"22d5ce4c-bc15-49e4-bd90-a32589807df2\", \"f4623bc5-6c1a-4175-a9cb-b8f66ea61dab\", \"4a3902ee-4cd0-4c3d-895f-f570e91303a6\"], \"total_duration\": 136.0, \"total_sessions\": 3, \"mean_week_duration\": 1.679}}, {\"80741\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-06-09 00:12:25.000000+00:00\", \"2019-06-19 11:38:29.000000+00:00\"], \"session_ids\": [\"7b5d100e-6124-4655-b506-b17d73d4ba5d\", \"48c3c094-3993-4095-9944-f3505977ed62\"], \"total_duration\": 462.0, \"total_sessions\": 2, \"mean_week_duration\": 2.981}}, {\"54850\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-01-02 12:13:08.000000+00:00\", \"2019-06-26 14:44:08.000000+00:00\"], \"session_ids\": [\"a6a0c0b8-836d-4265-9141-ba317ebdb906\", \"99644a8c-a8e8-4072-869c-47ce366109e7\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 3.704}}, {\"43440\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-04-08 02:14:03.000000+00:00\", \"2021-01-29 14:20:49.000000+00:00\"], \"session_ids\": [\"2537ff35-c098-46d6-97a7-c484569bc20a\", \"28ced70e-9c13-4dbb-90aa-e44e05f16b43\"], \"total_duration\": 254.0, \"total_sessions\": 2, \"mean_week_duration\": 4.097}}, {\"63486\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-12-03 12:07:07.000000+00:00\", \"2021-11-10 05:53:09.000000+00:00\"], \"session_ids\": [\"5b675e50-ee95-4f64-bf0c-518e860473ab\", \"b354ca1c-ab3f-465e-8d1f-6c29dd6349ac\"], \"total_duration\": 401.0, \"total_sessions\": 2, \"mean_week_duration\": 100.25}}]\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": "Provide insights into 2 users who don't belong to city Zurich and in addition sort by time using the app risingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"64359\": {\"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\": \"Havana\", \"datetimes\": [\"2022-11-29 16:54:42.000000+00:00\", \"2020-07-05 18:27:04.000000+00:00\", \"2022-07-04 23:09:05.000000+00:00\", \"2021-01-10 17:44:05.000000+00:00\"], \"session_ids\": [\"e8d31ef1-a306-4c43-801e-66d163e772ba\", \"d45aece7-c707-4ccc-90a8-6ddc26c33474\", \"26c80d12-fb43-40da-bad9-cb0cf3e01c13\", \"199ba8ea-dc16-417b-bc59-84faa8514dda\"], \"total_duration\": 1083.0, \"total_sessions\": 4, \"mean_week_duration\": 8.595}, \"41704\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-05 05:33:13.000000+00:00\", \"2022-01-23 05:22:41.000000+00:00\", \"2019-11-07 01:30:53.000000+00:00\", \"2022-10-26 21:34:40.000000+00:00\", \"2022-04-29 14:58:51.000000+00:00\"], \"session_ids\": [\"3e514379-cdae-4530-ad70-c4c3094d70eb\", \"dfde0c7f-c341-4b07-8203-967f58425cbd\", \"e160962b-de14-4066-bbc1-59ce6f88dd79\", \"6ddb21ef-6432-4364-ac25-f52afec4a470\", \"def0a61d-5a23-49a7-b243-6d7ef10215bb\"], \"total_duration\": 3822.0, \"total_sessions\": 5, \"mean_week_duration\": 24.658}, \"97238\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-02-18 03:26:05.000000+00:00\", \"2022-10-02 17:24:59.000000+00:00\", \"2022-01-04 09:38:26.000000+00:00\"], \"session_ids\": [\"8a4afa83-0cda-4205-bdf2-168af2219adf\", \"f9a4aa97-955c-4481-af8a-4beca6d34374\", \"6864c16b-8673-41bd-abc8-0d3df014b6cd\"], \"total_duration\": 604.0, \"total_sessions\": 3, \"mean_week_duration\": 15.487}, \"88081\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-12-02 06:18:12.000000+00:00\", \"2023-02-04 05:11:32.000000+00:00\", \"2021-11-02 23:36:42.000000+00:00\", \"2021-11-04 15:03:13.000000+00:00\"], \"session_ids\": [\"f10ecdc3-f744-42b3-a3e8-9a3140b8846b\", \"bb42fb3d-4632-42cd-998d-379642800438\", \"b611b549-06f8-4ccd-900e-da9df706c279\", \"37f67415-17ee-464e-a61f-20b5a9047494\"], \"total_duration\": 34.0, \"total_sessions\": 4, \"mean_week_duration\": 0.515}, \"61121\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-08-03 11:09:58.000000+00:00\", \"2023-02-25 12:06:07.000000+00:00\", \"2019-07-20 03:23:31.000000+00:00\", \"2021-11-22 13:51:36.000000+00:00\", \"2022-09-11 04:12:10.000000+00:00\"], \"session_ids\": [\"47c1cecc-4f27-4206-a0f2-3e6bfdaad9dc\", \"5f27f774-8670-42ef-8da5-fd74fae28aa5\", \"81abf6e8-0e91-40e2-81e0-48e5933194b4\", \"1b359156-432a-4c4b-b170-ef6f14e365f6\", \"ad97a889-7774-4e5a-995d-af7083236a7d\"], \"total_duration\": 60.0, \"total_sessions\": 5, \"mean_week_duration\": 0.319}, \"28141\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-09-26 04:17:33.000000+00:00\", \"2021-04-21 05:22:14.000000+00:00\", \"2021-07-27 18:32:04.000000+00:00\", \"2022-07-08 00:35:08.000000+00:00\", \"2019-08-01 14:07:52.000000+00:00\"], \"session_ids\": [\"d1351419-5a7b-41a9-8b5c-8250ba841c08\", \"84dfb4a5-200d-44d9-9387-08b92390eac5\", \"6f8d9eac-cf41-4bcc-8365-788087be5f37\", \"7093cb69-e4b4-4d0d-bcd4-03815f229e5a\", \"9cd36995-46cb-4957-aa2e-d9f7587dcf23\"], \"total_duration\": 212.0, \"total_sessions\": 5, \"mean_week_duration\": 1.285}, \"70054\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-03-22 18:52:17.000000+00:00\", \"2020-11-24 04:22:50.000000+00:00\"], \"session_ids\": [\"41cb5f29-5774-439c-9a7e-93b97fd6c48a\", \"d10314e0-8724-4a41-98d7-3b9af6b61ab8\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 1.182}, \"72099\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-23 20:55:50.000000+00:00\", \"2021-07-03 21:31:01.000000+00:00\"], \"session_ids\": [\"b4f7491f-ebe9-496c-a027-870f912eb26c\", \"a67ab652-8e99-4f59-b81e-3e638cbb7eb2\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 3.48}, \"95869\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-10-21 00:48:59.000000+00:00\", \"2021-08-20 06:03:23.000000+00:00\", \"2023-03-23 18:25:12.000000+00:00\"], \"session_ids\": [\"72438593-9482-479a-82c4-4379e665228e\", \"965ccef4-21e3-4d34-ba29-db6df5b6102c\", \"bc6d515b-039c-48bf-91ae-b6666dc7f737\"], \"total_duration\": 685.0, \"total_sessions\": 3, \"mean_week_duration\": 8.253}, \"29908\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 9, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-21 05:21:54.000000+00:00\", \"2019-03-30 17:33:21.000000+00:00\", \"2021-03-16 12:15:07.000000+00:00\"], \"session_ids\": [\"7bae88d8-1d71-49e8-8d7e-ca63aee821c6\", \"c3a8ff48-4b2a-48db-8045-cd59aa87f064\", \"becbeb5c-1483-4bc1-a853-48492e07e5cd\"], \"total_duration\": 148.0, \"total_sessions\": 3, \"mean_week_duration\": 1.437}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not Zurich"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Zurich\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"64359\": {\"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\": \"Havana\", \"datetimes\": [\"2022-11-29 16:54:42.000000+00:00\", \"2020-07-05 18:27:04.000000+00:00\", \"2022-07-04 23:09:05.000000+00:00\", \"2021-01-10 17:44:05.000000+00:00\"], \"session_ids\": [\"e8d31ef1-a306-4c43-801e-66d163e772ba\", \"d45aece7-c707-4ccc-90a8-6ddc26c33474\", \"26c80d12-fb43-40da-bad9-cb0cf3e01c13\", \"199ba8ea-dc16-417b-bc59-84faa8514dda\"], \"total_duration\": 1083.0, \"total_sessions\": 4, \"mean_week_duration\": 8.595}, \"41704\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-05 05:33:13.000000+00:00\", \"2022-01-23 05:22:41.000000+00:00\", \"2019-11-07 01:30:53.000000+00:00\", \"2022-10-26 21:34:40.000000+00:00\", \"2022-04-29 14:58:51.000000+00:00\"], \"session_ids\": [\"3e514379-cdae-4530-ad70-c4c3094d70eb\", \"dfde0c7f-c341-4b07-8203-967f58425cbd\", \"e160962b-de14-4066-bbc1-59ce6f88dd79\", \"6ddb21ef-6432-4364-ac25-f52afec4a470\", \"def0a61d-5a23-49a7-b243-6d7ef10215bb\"], \"total_duration\": 3822.0, \"total_sessions\": 5, \"mean_week_duration\": 24.658}, \"97238\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-02-18 03:26:05.000000+00:00\", \"2022-10-02 17:24:59.000000+00:00\", \"2022-01-04 09:38:26.000000+00:00\"], \"session_ids\": [\"8a4afa83-0cda-4205-bdf2-168af2219adf\", \"f9a4aa97-955c-4481-af8a-4beca6d34374\", \"6864c16b-8673-41bd-abc8-0d3df014b6cd\"], \"total_duration\": 604.0, \"total_sessions\": 3, \"mean_week_duration\": 15.487}, \"88081\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-12-02 06:18:12.000000+00:00\", \"2023-02-04 05:11:32.000000+00:00\", \"2021-11-02 23:36:42.000000+00:00\", \"2021-11-04 15:03:13.000000+00:00\"], \"session_ids\": [\"f10ecdc3-f744-42b3-a3e8-9a3140b8846b\", \"bb42fb3d-4632-42cd-998d-379642800438\", \"b611b549-06f8-4ccd-900e-da9df706c279\", \"37f67415-17ee-464e-a61f-20b5a9047494\"], \"total_duration\": 34.0, \"total_sessions\": 4, \"mean_week_duration\": 0.515}, \"61121\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-08-03 11:09:58.000000+00:00\", \"2023-02-25 12:06:07.000000+00:00\", \"2019-07-20 03:23:31.000000+00:00\", \"2021-11-22 13:51:36.000000+00:00\", \"2022-09-11 04:12:10.000000+00:00\"], \"session_ids\": [\"47c1cecc-4f27-4206-a0f2-3e6bfdaad9dc\", \"5f27f774-8670-42ef-8da5-fd74fae28aa5\", \"81abf6e8-0e91-40e2-81e0-48e5933194b4\", \"1b359156-432a-4c4b-b170-ef6f14e365f6\", \"ad97a889-7774-4e5a-995d-af7083236a7d\"], \"total_duration\": 60.0, \"total_sessions\": 5, \"mean_week_duration\": 0.319}, \"28141\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-09-26 04:17:33.000000+00:00\", \"2021-04-21 05:22:14.000000+00:00\", \"2021-07-27 18:32:04.000000+00:00\", \"2022-07-08 00:35:08.000000+00:00\", \"2019-08-01 14:07:52.000000+00:00\"], \"session_ids\": [\"d1351419-5a7b-41a9-8b5c-8250ba841c08\", \"84dfb4a5-200d-44d9-9387-08b92390eac5\", \"6f8d9eac-cf41-4bcc-8365-788087be5f37\", \"7093cb69-e4b4-4d0d-bcd4-03815f229e5a\", \"9cd36995-46cb-4957-aa2e-d9f7587dcf23\"], \"total_duration\": 212.0, \"total_sessions\": 5, \"mean_week_duration\": 1.285}, \"70054\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-03-22 18:52:17.000000+00:00\", \"2020-11-24 04:22:50.000000+00:00\"], \"session_ids\": [\"41cb5f29-5774-439c-9a7e-93b97fd6c48a\", \"d10314e0-8724-4a41-98d7-3b9af6b61ab8\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 1.182}, \"72099\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-23 20:55:50.000000+00:00\", \"2021-07-03 21:31:01.000000+00:00\"], \"session_ids\": [\"b4f7491f-ebe9-496c-a027-870f912eb26c\", \"a67ab652-8e99-4f59-b81e-3e638cbb7eb2\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 3.48}, \"95869\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-10-21 00:48:59.000000+00:00\", \"2021-08-20 06:03:23.000000+00:00\", \"2023-03-23 18:25:12.000000+00:00\"], \"session_ids\": [\"72438593-9482-479a-82c4-4379e665228e\", \"965ccef4-21e3-4d34-ba29-db6df5b6102c\", \"bc6d515b-039c-48bf-91ae-b6666dc7f737\"], \"total_duration\": 685.0, \"total_sessions\": 3, \"mean_week_duration\": 8.253}, \"29908\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 9, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-21 05:21:54.000000+00:00\", \"2019-03-30 17:33:21.000000+00:00\", \"2021-03-16 12:15:07.000000+00:00\"], \"session_ids\": [\"7bae88d8-1d71-49e8-8d7e-ca63aee821c6\", \"c3a8ff48-4b2a-48db-8045-cd59aa87f064\", \"becbeb5c-1483-4bc1-a853-48492e07e5cd\"], \"total_duration\": 148.0, \"total_sessions\": 3, \"mean_week_duration\": 1.437}}\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[{\"88081\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-12-02 06:18:12.000000+00:00\", \"2023-02-04 05:11:32.000000+00:00\", \"2021-11-02 23:36:42.000000+00:00\", \"2021-11-04 15:03:13.000000+00:00\"], \"session_ids\": [\"f10ecdc3-f744-42b3-a3e8-9a3140b8846b\", \"bb42fb3d-4632-42cd-998d-379642800438\", \"b611b549-06f8-4ccd-900e-da9df706c279\", \"37f67415-17ee-464e-a61f-20b5a9047494\"], \"total_duration\": 34.0, \"total_sessions\": 4, \"mean_week_duration\": 0.515}}, {\"61121\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-08-03 11:09:58.000000+00:00\", \"2023-02-25 12:06:07.000000+00:00\", \"2019-07-20 03:23:31.000000+00:00\", \"2021-11-22 13:51:36.000000+00:00\", \"2022-09-11 04:12:10.000000+00:00\"], \"session_ids\": [\"47c1cecc-4f27-4206-a0f2-3e6bfdaad9dc\", \"5f27f774-8670-42ef-8da5-fd74fae28aa5\", \"81abf6e8-0e91-40e2-81e0-48e5933194b4\", \"1b359156-432a-4c4b-b170-ef6f14e365f6\", \"ad97a889-7774-4e5a-995d-af7083236a7d\"], \"total_duration\": 60.0, \"total_sessions\": 5, \"mean_week_duration\": 0.319}}, {\"70054\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-03-22 18:52:17.000000+00:00\", \"2020-11-24 04:22:50.000000+00:00\"], \"session_ids\": [\"41cb5f29-5774-439c-9a7e-93b97fd6c48a\", \"d10314e0-8724-4a41-98d7-3b9af6b61ab8\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 1.182}}, {\"29908\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 9, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-21 05:21:54.000000+00:00\", \"2019-03-30 17:33:21.000000+00:00\", \"2021-03-16 12:15:07.000000+00:00\"], \"session_ids\": [\"7bae88d8-1d71-49e8-8d7e-ca63aee821c6\", \"c3a8ff48-4b2a-48db-8045-cd59aa87f064\", \"becbeb5c-1483-4bc1-a853-48492e07e5cd\"], \"total_duration\": 148.0, \"total_sessions\": 3, \"mean_week_duration\": 1.437}}, {\"72099\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-23 20:55:50.000000+00:00\", \"2021-07-03 21:31:01.000000+00:00\"], \"session_ids\": [\"b4f7491f-ebe9-496c-a027-870f912eb26c\", \"a67ab652-8e99-4f59-b81e-3e638cbb7eb2\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 3.48}}, {\"28141\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-09-26 04:17:33.000000+00:00\", \"2021-04-21 05:22:14.000000+00:00\", \"2021-07-27 18:32:04.000000+00:00\", \"2022-07-08 00:35:08.000000+00:00\", \"2019-08-01 14:07:52.000000+00:00\"], \"session_ids\": [\"d1351419-5a7b-41a9-8b5c-8250ba841c08\", \"84dfb4a5-200d-44d9-9387-08b92390eac5\", \"6f8d9eac-cf41-4bcc-8365-788087be5f37\", \"7093cb69-e4b4-4d0d-bcd4-03815f229e5a\", \"9cd36995-46cb-4957-aa2e-d9f7587dcf23\"], \"total_duration\": 212.0, \"total_sessions\": 5, \"mean_week_duration\": 1.285}}, {\"97238\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-02-18 03:26:05.000000+00:00\", \"2022-10-02 17:24:59.000000+00:00\", \"2022-01-04 09:38:26.000000+00:00\"], \"session_ids\": [\"8a4afa83-0cda-4205-bdf2-168af2219adf\", \"f9a4aa97-955c-4481-af8a-4beca6d34374\", \"6864c16b-8673-41bd-abc8-0d3df014b6cd\"], \"total_duration\": 604.0, \"total_sessions\": 3, \"mean_week_duration\": 15.487}}, {\"95869\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-10-21 00:48:59.000000+00:00\", \"2021-08-20 06:03:23.000000+00:00\", \"2023-03-23 18:25:12.000000+00:00\"], \"session_ids\": [\"72438593-9482-479a-82c4-4379e665228e\", \"965ccef4-21e3-4d34-ba29-db6df5b6102c\", \"bc6d515b-039c-48bf-91ae-b6666dc7f737\"], \"total_duration\": 685.0, \"total_sessions\": 3, \"mean_week_duration\": 8.253}}, {\"64359\": {\"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\": \"Havana\", \"datetimes\": [\"2022-11-29 16:54:42.000000+00:00\", \"2020-07-05 18:27:04.000000+00:00\", \"2022-07-04 23:09:05.000000+00:00\", \"2021-01-10 17:44:05.000000+00:00\"], \"session_ids\": [\"e8d31ef1-a306-4c43-801e-66d163e772ba\", \"d45aece7-c707-4ccc-90a8-6ddc26c33474\", \"26c80d12-fb43-40da-bad9-cb0cf3e01c13\", \"199ba8ea-dc16-417b-bc59-84faa8514dda\"], \"total_duration\": 1083.0, \"total_sessions\": 4, \"mean_week_duration\": 8.595}}, {\"41704\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-05 05:33:13.000000+00:00\", \"2022-01-23 05:22:41.000000+00:00\", \"2019-11-07 01:30:53.000000+00:00\", \"2022-10-26 21:34:40.000000+00:00\", \"2022-04-29 14:58:51.000000+00:00\"], \"session_ids\": [\"3e514379-cdae-4530-ad70-c4c3094d70eb\", \"dfde0c7f-c341-4b07-8203-967f58425cbd\", \"e160962b-de14-4066-bbc1-59ce6f88dd79\", \"6ddb21ef-6432-4364-ac25-f52afec4a470\", \"def0a61d-5a23-49a7-b243-6d7ef10215bb\"], \"total_duration\": 3822.0, \"total_sessions\": 5, \"mean_week_duration\": 24.658}}]\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[{\"88081\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-12-02 06:18:12.000000+00:00\", \"2023-02-04 05:11:32.000000+00:00\", \"2021-11-02 23:36:42.000000+00:00\", \"2021-11-04 15:03:13.000000+00:00\"], \"session_ids\": [\"f10ecdc3-f744-42b3-a3e8-9a3140b8846b\", \"bb42fb3d-4632-42cd-998d-379642800438\", \"b611b549-06f8-4ccd-900e-da9df706c279\", \"37f67415-17ee-464e-a61f-20b5a9047494\"], \"total_duration\": 34.0, \"total_sessions\": 4, \"mean_week_duration\": 0.515}}, {\"61121\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-08-03 11:09:58.000000+00:00\", \"2023-02-25 12:06:07.000000+00:00\", \"2019-07-20 03:23:31.000000+00:00\", \"2021-11-22 13:51:36.000000+00:00\", \"2022-09-11 04:12:10.000000+00:00\"], \"session_ids\": [\"47c1cecc-4f27-4206-a0f2-3e6bfdaad9dc\", \"5f27f774-8670-42ef-8da5-fd74fae28aa5\", \"81abf6e8-0e91-40e2-81e0-48e5933194b4\", \"1b359156-432a-4c4b-b170-ef6f14e365f6\", \"ad97a889-7774-4e5a-995d-af7083236a7d\"], \"total_duration\": 60.0, \"total_sessions\": 5, \"mean_week_duration\": 0.319}}]\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[{\"88081\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-12-02 06:18:12.000000+00:00\", \"2023-02-04 05:11:32.000000+00:00\", \"2021-11-02 23:36:42.000000+00:00\", \"2021-11-04 15:03:13.000000+00:00\"], \"session_ids\": [\"f10ecdc3-f744-42b3-a3e8-9a3140b8846b\", \"bb42fb3d-4632-42cd-998d-379642800438\", \"b611b549-06f8-4ccd-900e-da9df706c279\", \"37f67415-17ee-464e-a61f-20b5a9047494\"], \"total_duration\": 34.0, \"total_sessions\": 4, \"mean_week_duration\": 0.515}}, {\"61121\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-08-03 11:09:58.000000+00:00\", \"2023-02-25 12:06:07.000000+00:00\", \"2019-07-20 03:23:31.000000+00:00\", \"2021-11-22 13:51:36.000000+00:00\", \"2022-09-11 04:12:10.000000+00:00\"], \"session_ids\": [\"47c1cecc-4f27-4206-a0f2-3e6bfdaad9dc\", \"5f27f774-8670-42ef-8da5-fd74fae28aa5\", \"81abf6e8-0e91-40e2-81e0-48e5933194b4\", \"1b359156-432a-4c4b-b170-ef6f14e365f6\", \"ad97a889-7774-4e5a-995d-af7083236a7d\"], \"total_duration\": 60.0, \"total_sessions\": 5, \"mean_week_duration\": 0.319}}]\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 total_duration of sessions that is higher than 3951 and lower than 1987 , moreover perform sorting by sum of duration of sessions per week in desc + provide me only with 3 pieces of information."
}
] |
[
{
"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{\"88794\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-02-13 15:25:29.000000+00:00\", \"2022-10-18 12:45:21.000000+00:00\", \"2021-05-19 23:39:04.000000+00:00\", \"2021-07-10 14:23:41.000000+00:00\", \"2020-10-11 20:57:52.000000+00:00\"], \"session_ids\": [\"622f15bf-13b5-4c38-b8e0-47c5da40c6e4\", \"dcdd99f2-e4df-4588-875c-fc49486f8b1b\", \"3abaf51c-247a-48b0-a0de-2450fdb5cfaf\", \"c290a128-1b3f-4a49-8a76-7063b2847816\", \"393c4cff-7c70-4cd9-9ca1-d7f789767b55\"], \"total_duration\": 1144.0, \"total_sessions\": 5, \"mean_week_duration\": 10.792}, \"3408\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-01-01 12:56:20.000000+00:00\", \"2020-03-02 08:51:47.000000+00:00\", \"2022-08-18 21:35:19.000000+00:00\", \"2019-03-26 08:00:53.000000+00:00\", \"2023-03-11 03:09:22.000000+00:00\"], \"session_ids\": [\"74428375-3b86-4f03-8f5c-f42f77e96a85\", \"4c76f878-7ca1-42c3-a3eb-84d3d77d9218\", \"facb2d53-2c47-45e5-8203-9cb5f717c2ac\", \"056ed852-bd78-4701-94df-c3e906992ebb\", \"4974c96c-e92c-43c6-9fae-d71e68371605\"], \"total_duration\": 2735.0, \"total_sessions\": 5, \"mean_week_duration\": 13.213}, \"99497\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-09-09 23:48:31.000000+00:00\", \"2022-06-19 10:22:43.000000+00:00\", \"2019-11-05 23:19:40.000000+00:00\", \"2022-02-12 21:27:57.000000+00:00\"], \"session_ids\": [\"006fb02b-5e96-4535-ba9e-a3686d70567c\", \"88ce5e8c-1571-4093-8030-23643bbd66c1\", \"d750da66-0e69-4bc7-ac53-b9e26fcb9f34\", \"a5f08b35-d933-4cc3-9861-150b37e82ed2\"], \"total_duration\": 660.0, \"total_sessions\": 4, \"mean_week_duration\": 4.43}, \"82314\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-01-31 00:24:08.000000+00:00\", \"2021-07-29 02:54:59.000000+00:00\"], \"session_ids\": [\"824f8dcb-5657-4d29-87db-ffa9623fd634\", \"62c79252-4529-4fb0-8e07-c2409614ca05\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 4.808}, \"72373\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-03-22 16:06:20.000000+00:00\", \"2022-02-20 15:11:04.000000+00:00\", \"2019-04-10 03:48:31.000000+00:00\"], \"session_ids\": [\"2b978edd-7ad0-4346-ba82-0b0f1ee3da7a\", \"ec73fa1a-6d79-4cbd-a372-6c3a5b947879\", \"20cae4c3-4ef1-4c04-8121-6dbacf71cd2b\"], \"total_duration\": 375.0, \"total_sessions\": 3, \"mean_week_duration\": 1.82}, \"66349\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-11-25 14:18:14.000000+00:00\", \"2021-01-02 23:48:21.000000+00:00\", \"2020-10-08 02:39:00.000000+00:00\", \"2019-08-23 02:16:43.000000+00:00\", \"2019-09-12 17:37:03.000000+00:00\"], \"session_ids\": [\"46206699-e5d5-42da-8230-c8e9b568103a\", \"478e162d-55fb-402d-b0bb-1548ad422705\", \"4a7a6d84-1880-4a63-99e3-b6849958c822\", \"feefdd36-748d-41ac-b2eb-c9f7a2a27695\", \"d2ed48a6-32c6-44ab-b323-9d62d6a77890\"], \"total_duration\": 2822.0, \"total_sessions\": 5, \"mean_week_duration\": 23.915}, \"40879\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-07-28 07:53:02.000000+00:00\", \"2020-02-05 12:09:54.000000+00:00\"], \"session_ids\": [\"73142d66-cb07-4abb-baee-a6766f4137dc\", \"f1d22d58-8433-4c39-b3e2-8f97b63fadf2\"], \"total_duration\": 279.0, \"total_sessions\": 2, \"mean_week_duration\": 2.163}, \"83098\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-10-09 15:41:29.000000+00:00\", \"2022-11-19 12:11:44.000000+00:00\"], \"session_ids\": [\"91abf310-0843-4fce-a239-b6cb607d3607\", \"cb575839-f791-4367-9c87-bb494377ddc8\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.092}, \"23521\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-11 14:24:12.000000+00:00\", \"2019-12-09 10:46:11.000000+00:00\"], \"session_ids\": [\"ea6d1084-7489-40b8-8055-f9d970856aa3\", \"36d6a9f9-28b9-46a4-a151-09024090d9e1\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 25.154}, \"14734\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-11-28 07:12:43.000000+00:00\", \"2020-03-31 15:06:03.000000+00:00\", \"2023-01-17 07:43:21.000000+00:00\", \"2019-01-19 03:53:25.000000+00:00\", \"2022-01-16 17:48:25.000000+00:00\"], \"session_ids\": [\"5b186bd1-cdf2-4cf7-9f1f-451ea4c4326d\", \"7a1f9ed1-498f-4dd5-b5f5-a40a2bdf7fdb\", \"071cb076-be80-4795-9fee-480fccee4345\", \"cb816647-1fbe-47d9-9bb3-7a5b4126d4b7\", \"58b88814-39e3-47a2-af1e-dfc2e7578b83\"], \"total_duration\": 37.0, \"total_sessions\": 5, \"mean_week_duration\": 0.177}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or less than 1987 and are equal or greater than 3951"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"total_duration\": [[1987, 3951]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"88794\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-02-13 15:25:29.000000+00:00\", \"2022-10-18 12:45:21.000000+00:00\", \"2021-05-19 23:39:04.000000+00:00\", \"2021-07-10 14:23:41.000000+00:00\", \"2020-10-11 20:57:52.000000+00:00\"], \"session_ids\": [\"622f15bf-13b5-4c38-b8e0-47c5da40c6e4\", \"dcdd99f2-e4df-4588-875c-fc49486f8b1b\", \"3abaf51c-247a-48b0-a0de-2450fdb5cfaf\", \"c290a128-1b3f-4a49-8a76-7063b2847816\", \"393c4cff-7c70-4cd9-9ca1-d7f789767b55\"], \"total_duration\": 1144.0, \"total_sessions\": 5, \"mean_week_duration\": 10.792}, \"99497\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-09-09 23:48:31.000000+00:00\", \"2022-06-19 10:22:43.000000+00:00\", \"2019-11-05 23:19:40.000000+00:00\", \"2022-02-12 21:27:57.000000+00:00\"], \"session_ids\": [\"006fb02b-5e96-4535-ba9e-a3686d70567c\", \"88ce5e8c-1571-4093-8030-23643bbd66c1\", \"d750da66-0e69-4bc7-ac53-b9e26fcb9f34\", \"a5f08b35-d933-4cc3-9861-150b37e82ed2\"], \"total_duration\": 660.0, \"total_sessions\": 4, \"mean_week_duration\": 4.43}, \"82314\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-01-31 00:24:08.000000+00:00\", \"2021-07-29 02:54:59.000000+00:00\"], \"session_ids\": [\"824f8dcb-5657-4d29-87db-ffa9623fd634\", \"62c79252-4529-4fb0-8e07-c2409614ca05\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 4.808}, \"72373\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-03-22 16:06:20.000000+00:00\", \"2022-02-20 15:11:04.000000+00:00\", \"2019-04-10 03:48:31.000000+00:00\"], \"session_ids\": [\"2b978edd-7ad0-4346-ba82-0b0f1ee3da7a\", \"ec73fa1a-6d79-4cbd-a372-6c3a5b947879\", \"20cae4c3-4ef1-4c04-8121-6dbacf71cd2b\"], \"total_duration\": 375.0, \"total_sessions\": 3, \"mean_week_duration\": 1.82}, \"40879\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-07-28 07:53:02.000000+00:00\", \"2020-02-05 12:09:54.000000+00:00\"], \"session_ids\": [\"73142d66-cb07-4abb-baee-a6766f4137dc\", \"f1d22d58-8433-4c39-b3e2-8f97b63fadf2\"], \"total_duration\": 279.0, \"total_sessions\": 2, \"mean_week_duration\": 2.163}, \"83098\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-10-09 15:41:29.000000+00:00\", \"2022-11-19 12:11:44.000000+00:00\"], \"session_ids\": [\"91abf310-0843-4fce-a239-b6cb607d3607\", \"cb575839-f791-4367-9c87-bb494377ddc8\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.092}, \"23521\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-11 14:24:12.000000+00:00\", \"2019-12-09 10:46:11.000000+00:00\"], \"session_ids\": [\"ea6d1084-7489-40b8-8055-f9d970856aa3\", \"36d6a9f9-28b9-46a4-a151-09024090d9e1\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 25.154}, \"14734\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-11-28 07:12:43.000000+00:00\", \"2020-03-31 15:06:03.000000+00:00\", \"2023-01-17 07:43:21.000000+00:00\", \"2019-01-19 03:53:25.000000+00:00\", \"2022-01-16 17:48:25.000000+00:00\"], \"session_ids\": [\"5b186bd1-cdf2-4cf7-9f1f-451ea4c4326d\", \"7a1f9ed1-498f-4dd5-b5f5-a40a2bdf7fdb\", \"071cb076-be80-4795-9fee-480fccee4345\", \"cb816647-1fbe-47d9-9bb3-7a5b4126d4b7\", \"58b88814-39e3-47a2-af1e-dfc2e7578b83\"], \"total_duration\": 37.0, \"total_sessions\": 5, \"mean_week_duration\": 0.177}}\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[{\"23521\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-11 14:24:12.000000+00:00\", \"2019-12-09 10:46:11.000000+00:00\"], \"session_ids\": [\"ea6d1084-7489-40b8-8055-f9d970856aa3\", \"36d6a9f9-28b9-46a4-a151-09024090d9e1\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 25.154}}, {\"88794\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-02-13 15:25:29.000000+00:00\", \"2022-10-18 12:45:21.000000+00:00\", \"2021-05-19 23:39:04.000000+00:00\", \"2021-07-10 14:23:41.000000+00:00\", \"2020-10-11 20:57:52.000000+00:00\"], \"session_ids\": [\"622f15bf-13b5-4c38-b8e0-47c5da40c6e4\", \"dcdd99f2-e4df-4588-875c-fc49486f8b1b\", \"3abaf51c-247a-48b0-a0de-2450fdb5cfaf\", \"c290a128-1b3f-4a49-8a76-7063b2847816\", \"393c4cff-7c70-4cd9-9ca1-d7f789767b55\"], \"total_duration\": 1144.0, \"total_sessions\": 5, \"mean_week_duration\": 10.792}}, {\"82314\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-01-31 00:24:08.000000+00:00\", \"2021-07-29 02:54:59.000000+00:00\"], \"session_ids\": [\"824f8dcb-5657-4d29-87db-ffa9623fd634\", \"62c79252-4529-4fb0-8e07-c2409614ca05\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 4.808}}, {\"99497\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-09-09 23:48:31.000000+00:00\", \"2022-06-19 10:22:43.000000+00:00\", \"2019-11-05 23:19:40.000000+00:00\", \"2022-02-12 21:27:57.000000+00:00\"], \"session_ids\": [\"006fb02b-5e96-4535-ba9e-a3686d70567c\", \"88ce5e8c-1571-4093-8030-23643bbd66c1\", \"d750da66-0e69-4bc7-ac53-b9e26fcb9f34\", \"a5f08b35-d933-4cc3-9861-150b37e82ed2\"], \"total_duration\": 660.0, \"total_sessions\": 4, \"mean_week_duration\": 4.43}}, {\"40879\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-07-28 07:53:02.000000+00:00\", \"2020-02-05 12:09:54.000000+00:00\"], \"session_ids\": [\"73142d66-cb07-4abb-baee-a6766f4137dc\", \"f1d22d58-8433-4c39-b3e2-8f97b63fadf2\"], \"total_duration\": 279.0, \"total_sessions\": 2, \"mean_week_duration\": 2.163}}, {\"72373\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-03-22 16:06:20.000000+00:00\", \"2022-02-20 15:11:04.000000+00:00\", \"2019-04-10 03:48:31.000000+00:00\"], \"session_ids\": [\"2b978edd-7ad0-4346-ba82-0b0f1ee3da7a\", \"ec73fa1a-6d79-4cbd-a372-6c3a5b947879\", \"20cae4c3-4ef1-4c04-8121-6dbacf71cd2b\"], \"total_duration\": 375.0, \"total_sessions\": 3, \"mean_week_duration\": 1.82}}, {\"14734\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-11-28 07:12:43.000000+00:00\", \"2020-03-31 15:06:03.000000+00:00\", \"2023-01-17 07:43:21.000000+00:00\", \"2019-01-19 03:53:25.000000+00:00\", \"2022-01-16 17:48:25.000000+00:00\"], \"session_ids\": [\"5b186bd1-cdf2-4cf7-9f1f-451ea4c4326d\", \"7a1f9ed1-498f-4dd5-b5f5-a40a2bdf7fdb\", \"071cb076-be80-4795-9fee-480fccee4345\", \"cb816647-1fbe-47d9-9bb3-7a5b4126d4b7\", \"58b88814-39e3-47a2-af1e-dfc2e7578b83\"], \"total_duration\": 37.0, \"total_sessions\": 5, \"mean_week_duration\": 0.177}}, {\"83098\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-10-09 15:41:29.000000+00:00\", \"2022-11-19 12:11:44.000000+00:00\"], \"session_ids\": [\"91abf310-0843-4fce-a239-b6cb607d3607\", \"cb575839-f791-4367-9c87-bb494377ddc8\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.092}}]\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[{\"23521\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-11 14:24:12.000000+00:00\", \"2019-12-09 10:46:11.000000+00:00\"], \"session_ids\": [\"ea6d1084-7489-40b8-8055-f9d970856aa3\", \"36d6a9f9-28b9-46a4-a151-09024090d9e1\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 25.154}}, {\"88794\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-02-13 15:25:29.000000+00:00\", \"2022-10-18 12:45:21.000000+00:00\", \"2021-05-19 23:39:04.000000+00:00\", \"2021-07-10 14:23:41.000000+00:00\", \"2020-10-11 20:57:52.000000+00:00\"], \"session_ids\": [\"622f15bf-13b5-4c38-b8e0-47c5da40c6e4\", \"dcdd99f2-e4df-4588-875c-fc49486f8b1b\", \"3abaf51c-247a-48b0-a0de-2450fdb5cfaf\", \"c290a128-1b3f-4a49-8a76-7063b2847816\", \"393c4cff-7c70-4cd9-9ca1-d7f789767b55\"], \"total_duration\": 1144.0, \"total_sessions\": 5, \"mean_week_duration\": 10.792}}, {\"82314\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-01-31 00:24:08.000000+00:00\", \"2021-07-29 02:54:59.000000+00:00\"], \"session_ids\": [\"824f8dcb-5657-4d29-87db-ffa9623fd634\", \"62c79252-4529-4fb0-8e07-c2409614ca05\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 4.808}}]\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[{\"23521\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-11 14:24:12.000000+00:00\", \"2019-12-09 10:46:11.000000+00:00\"], \"session_ids\": [\"ea6d1084-7489-40b8-8055-f9d970856aa3\", \"36d6a9f9-28b9-46a4-a151-09024090d9e1\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 25.154}}, {\"88794\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-02-13 15:25:29.000000+00:00\", \"2022-10-18 12:45:21.000000+00:00\", \"2021-05-19 23:39:04.000000+00:00\", \"2021-07-10 14:23:41.000000+00:00\", \"2020-10-11 20:57:52.000000+00:00\"], \"session_ids\": [\"622f15bf-13b5-4c38-b8e0-47c5da40c6e4\", \"dcdd99f2-e4df-4588-875c-fc49486f8b1b\", \"3abaf51c-247a-48b0-a0de-2450fdb5cfaf\", \"c290a128-1b3f-4a49-8a76-7063b2847816\", \"393c4cff-7c70-4cd9-9ca1-d7f789767b55\"], \"total_duration\": 1144.0, \"total_sessions\": 5, \"mean_week_duration\": 10.792}}, {\"82314\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-01-31 00:24:08.000000+00:00\", \"2021-07-29 02:54:59.000000+00:00\"], \"session_ids\": [\"824f8dcb-5657-4d29-87db-ffa9623fd634\", \"62c79252-4529-4fb0-8e07-c2409614ca05\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 4.808}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Share insights on 7 users with a duration of sessions per week that is above 23 and below 48, exclusive both nums , moreover implement sorting by name of the city ascending also show me only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"56782\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-29 16:07:36.000000+00:00\", \"2022-07-11 00:31:33.000000+00:00\", \"2022-11-19 19:22:27.000000+00:00\", \"2019-03-20 05:15:29.000000+00:00\", \"2022-07-05 00:12:54.000000+00:00\", \"2022-12-11 23:38:16.000000+00:00\", \"2019-07-14 10:07:26.000000+00:00\", \"2022-11-28 10:52:47.000000+00:00\"], \"session_ids\": [\"6f0d9ecc-e7bf-443c-88e2-9422467bd758\", \"3c2c1239-5c4f-43fb-a693-9bc1841c1e69\", \"0249b9bf-2ad6-4e47-9453-71bd6c44f530\", \"440db009-7475-47cc-a8d1-46feadc577e3\", \"5618ecb5-51c1-463b-9c78-8d63a3bb143b\", \"34247b9c-8ead-4dd6-a330-5068f9e883f3\", \"a590583d-1f7e-43ae-ae09-a342e3723da9\", \"3789db70-5730-4bca-8bf5-de541249ed74\"], \"total_duration\": 15109.0, \"total_sessions\": 8, \"mean_week_duration\": 77.482}, \"46822\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-02-02 11:53:56.000000+00:00\", \"2021-06-10 18:51:17.000000+00:00\", \"2021-11-08 00:28:29.000000+00:00\"], \"session_ids\": [\"9f3f8f12-5cbf-4f9f-aa61-d48bbbbc2626\", \"7ebf50a2-8e09-43af-b23d-c9063f95e4f4\", \"761397ca-3e7c-4b84-9e5d-ae731c96fa79\"], \"total_duration\": 47.0, \"total_sessions\": 3, \"mean_week_duration\": 0.324}, \"4223\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-08-14 23:30:06.000000+00:00\", \"2020-05-08 06:57:29.000000+00:00\"], \"session_ids\": [\"b535bbe2-619c-43fd-b0fc-9ed8197d1dd8\", \"e79af889-2c74-4b60-b58f-d18e11d2858a\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 3.385}, \"2293\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-08 00:56:56.000000+00:00\", \"2020-10-06 19:21:42.000000+00:00\"], \"session_ids\": [\"bce88222-7f91-4b96-9d90-5667e4458278\", \"6b923547-f2a7-41bd-a9f2-77231ef528bb\"], \"total_duration\": 272.0, \"total_sessions\": 2, \"mean_week_duration\": 30.222}, \"29978\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-04 15:07:38.000000+00:00\", \"2020-07-31 09:54:16.000000+00:00\", \"2019-10-02 07:10:01.000000+00:00\", \"2019-10-18 18:32:02.000000+00:00\", \"2019-12-10 21:42:55.000000+00:00\", \"2023-06-19 10:14:38.000000+00:00\", \"2022-12-22 06:52:40.000000+00:00\"], \"session_ids\": [\"23d97c5b-cc2b-4e3e-b841-283d0ae3761c\", \"59210a30-f4bb-4d0f-9af8-31ddd6b5d4cd\", \"8e7d2cca-9e8d-425d-b4cb-1a47494ee7fd\", \"9de7e7fd-a29e-42f3-93c7-e1cfd0a374dd\", \"8768db75-0812-45b1-a34d-c9722b3131ee\", \"612a27c6-2603-4fcb-abe7-453eb8490094\", \"0f7b82d3-e738-4a3f-90f2-367ae1370afa\"], \"total_duration\": 944.0, \"total_sessions\": 7, \"mean_week_duration\": 4.866}, \"56709\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-02-16 11:36:54.000000+00:00\", \"2021-11-11 20:37:06.000000+00:00\"], \"session_ids\": [\"31f766ec-49a2-4158-b4b4-331c39d1c120\", \"491694c5-38cf-4941-b723-dc964a79e2a5\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.363}, \"75646\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-12-07 07:53:22.000000+00:00\", \"2020-11-19 12:16:22.000000+00:00\", \"2021-12-20 09:00:31.000000+00:00\", \"2021-08-26 14:01:12.000000+00:00\", \"2019-11-28 10:12:39.000000+00:00\", \"2021-05-01 18:58:59.000000+00:00\"], \"session_ids\": [\"8af838d4-bf92-4e0c-b6f0-fae82cf0d69d\", \"1748eb93-b752-47fa-a0f0-86cc46961d35\", \"98e2eea4-8fd0-4a2f-8a26-1e46c159cb4d\", \"32d2dcfa-2889-44f8-b90b-9e5139e3142a\", \"7feffa88-e414-497f-ba06-75ff7a015290\", \"640cc78a-5d87-4743-bfbd-c079e54bceb4\"], \"total_duration\": 4422.0, \"total_sessions\": 6, \"mean_week_duration\": 27.987}, \"53275\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-01-11 09:03:46.000000+00:00\", \"2022-06-28 09:13:36.000000+00:00\"], \"session_ids\": [\"288defad-3c23-4516-8a58-1efefdbe50e1\", \"19cb1cbe-05aa-4c32-8799-7178ff5f921d\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 3.821}, \"37819\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-04-02 12:36:37.000000+00:00\", \"2021-12-13 07:06:49.000000+00:00\", \"2022-11-06 12:12:00.000000+00:00\", \"2019-04-19 19:39:35.000000+00:00\"], \"session_ids\": [\"a7b53ae6-bebc-4c1f-8441-926c53bdbf71\", \"936bdc5f-f771-417f-b4d0-539e54f9b7d9\", \"266eeb58-0ce7-46ad-813d-4cd0c807f6d3\", \"49a1d406-5503-45f2-a385-00f9089deef4\"], \"total_duration\": 256.0, \"total_sessions\": 4, \"mean_week_duration\": 1.362}, \"22745\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-03-31 07:45:24.000000+00:00\", \"2022-05-19 14:59:42.000000+00:00\"], \"session_ids\": [\"55b4cac5-27a7-41ca-b27b-f71f70294b47\", \"4d503006-63f7-4564-b8b4-5a12f2550ec3\"], \"total_duration\": 313.0, \"total_sessions\": 2, \"mean_week_duration\": 2.795}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are greater than 23 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\": [[23, 48]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"2293\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-08 00:56:56.000000+00:00\", \"2020-10-06 19:21:42.000000+00:00\"], \"session_ids\": [\"bce88222-7f91-4b96-9d90-5667e4458278\", \"6b923547-f2a7-41bd-a9f2-77231ef528bb\"], \"total_duration\": 272.0, \"total_sessions\": 2, \"mean_week_duration\": 30.222}, \"75646\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-12-07 07:53:22.000000+00:00\", \"2020-11-19 12:16:22.000000+00:00\", \"2021-12-20 09:00:31.000000+00:00\", \"2021-08-26 14:01:12.000000+00:00\", \"2019-11-28 10:12:39.000000+00:00\", \"2021-05-01 18:58:59.000000+00:00\"], \"session_ids\": [\"8af838d4-bf92-4e0c-b6f0-fae82cf0d69d\", \"1748eb93-b752-47fa-a0f0-86cc46961d35\", \"98e2eea4-8fd0-4a2f-8a26-1e46c159cb4d\", \"32d2dcfa-2889-44f8-b90b-9e5139e3142a\", \"7feffa88-e414-497f-ba06-75ff7a015290\", \"640cc78a-5d87-4743-bfbd-c079e54bceb4\"], \"total_duration\": 4422.0, \"total_sessions\": 6, \"mean_week_duration\": 27.987}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"2293\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-08 00:56:56.000000+00:00\", \"2020-10-06 19:21:42.000000+00:00\"], \"session_ids\": [\"bce88222-7f91-4b96-9d90-5667e4458278\", \"6b923547-f2a7-41bd-a9f2-77231ef528bb\"], \"total_duration\": 272.0, \"total_sessions\": 2, \"mean_week_duration\": 30.222}}, {\"75646\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-12-07 07:53:22.000000+00:00\", \"2020-11-19 12:16:22.000000+00:00\", \"2021-12-20 09:00:31.000000+00:00\", \"2021-08-26 14:01:12.000000+00:00\", \"2019-11-28 10:12:39.000000+00:00\", \"2021-05-01 18:58:59.000000+00:00\"], \"session_ids\": [\"8af838d4-bf92-4e0c-b6f0-fae82cf0d69d\", \"1748eb93-b752-47fa-a0f0-86cc46961d35\", \"98e2eea4-8fd0-4a2f-8a26-1e46c159cb4d\", \"32d2dcfa-2889-44f8-b90b-9e5139e3142a\", \"7feffa88-e414-497f-ba06-75ff7a015290\", \"640cc78a-5d87-4743-bfbd-c079e54bceb4\"], \"total_duration\": 4422.0, \"total_sessions\": 6, \"mean_week_duration\": 27.987}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"2293\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-08 00:56:56.000000+00:00\", \"2020-10-06 19:21:42.000000+00:00\"], \"session_ids\": [\"bce88222-7f91-4b96-9d90-5667e4458278\", \"6b923547-f2a7-41bd-a9f2-77231ef528bb\"], \"total_duration\": 272.0, \"total_sessions\": 2, \"mean_week_duration\": 30.222}}, {\"75646\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-12-07 07:53:22.000000+00:00\", \"2020-11-19 12:16:22.000000+00:00\", \"2021-12-20 09:00:31.000000+00:00\", \"2021-08-26 14:01:12.000000+00:00\", \"2019-11-28 10:12:39.000000+00:00\", \"2021-05-01 18:58:59.000000+00:00\"], \"session_ids\": [\"8af838d4-bf92-4e0c-b6f0-fae82cf0d69d\", \"1748eb93-b752-47fa-a0f0-86cc46961d35\", \"98e2eea4-8fd0-4a2f-8a26-1e46c159cb4d\", \"32d2dcfa-2889-44f8-b90b-9e5139e3142a\", \"7feffa88-e414-497f-ba06-75ff7a015290\", \"640cc78a-5d87-4743-bfbd-c079e54bceb4\"], \"total_duration\": 4422.0, \"total_sessions\": 6, \"mean_week_duration\": 27.987}}]\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[{\"2293\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-08 00:56:56.000000+00:00\", \"2020-10-06 19:21:42.000000+00:00\"], \"session_ids\": [\"bce88222-7f91-4b96-9d90-5667e4458278\", \"6b923547-f2a7-41bd-a9f2-77231ef528bb\"], \"total_duration\": 272.0, \"total_sessions\": 2, \"mean_week_duration\": 30.222}}, {\"75646\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-12-07 07:53:22.000000+00:00\", \"2020-11-19 12:16:22.000000+00:00\", \"2021-12-20 09:00:31.000000+00:00\", \"2021-08-26 14:01:12.000000+00:00\", \"2019-11-28 10:12:39.000000+00:00\", \"2021-05-01 18:58:59.000000+00:00\"], \"session_ids\": [\"8af838d4-bf92-4e0c-b6f0-fae82cf0d69d\", \"1748eb93-b752-47fa-a0f0-86cc46961d35\", \"98e2eea4-8fd0-4a2f-8a26-1e46c159cb4d\", \"32d2dcfa-2889-44f8-b90b-9e5139e3142a\", \"7feffa88-e414-497f-ba06-75ff7a015290\", \"640cc78a-5d87-4743-bfbd-c079e54bceb4\"], \"total_duration\": 4422.0, \"total_sessions\": 6, \"mean_week_duration\": 27.987}}]\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 2 users to me whose site usage time is strictly bigger than 3686 and smaller than 1075 plus sort by town center name form the highest to the lowest."
}
] |
[
{
"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{\"10064\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-12 09:59:05.000000+00:00\", \"2020-09-02 08:44:06.000000+00:00\"], \"session_ids\": [\"ed49b99a-207e-4fb9-b1ba-ba3c120d5349\", \"6ad0167c-8eec-477f-aafe-26eb21d46e53\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 0.864}, \"79033\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2023-01-05 18:41:43.000000+00:00\", \"2019-05-05 11:26:17.000000+00:00\", \"2021-01-10 09:32:43.000000+00:00\"], \"session_ids\": [\"6b4d3650-aa0a-4953-a3f2-7eefc8481240\", \"8df61d58-7cb6-4dcf-aa3f-88292441696e\", \"29b1a92c-08a1-4964-9894-75d5d47fbc1a\"], \"total_duration\": 900.0, \"total_sessions\": 3, \"mean_week_duration\": 4.688}, \"33200\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-02 11:10:46.000000+00:00\", \"2020-06-14 04:29:58.000000+00:00\"], \"session_ids\": [\"de647581-38d0-4e71-a43d-0aed568d7145\", \"98f72be6-0490-4063-9a5a-8ea11b149314\"], \"total_duration\": 178.0, \"total_sessions\": 2, \"mean_week_duration\": 1.254}, \"32592\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-06-20 00:41:42.000000+00:00\", \"2021-11-12 09:22:59.000000+00:00\"], \"session_ids\": [\"7ca7d27f-e88b-4df4-aace-0ff7467023ec\", \"6ac00e74-6553-446c-9bea-cd15a6b63c3e\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.753}, \"80939\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-12 10:42:30.000000+00:00\", \"2021-09-13 22:45:30.000000+00:00\", \"2020-12-23 11:12:34.000000+00:00\", \"2021-03-10 07:42:30.000000+00:00\", \"2020-04-21 23:22:31.000000+00:00\", \"2021-12-12 22:27:54.000000+00:00\", \"2019-01-30 00:11:32.000000+00:00\"], \"session_ids\": [\"040230f4-7889-4f96-b051-1e211082b0da\", \"7e718070-4eae-4998-b62b-83eb549a97af\", \"12797c43-da8f-4489-9183-3dec80c223da\", \"37d65726-57e5-454e-a0d9-4f7d7a02a8b1\", \"adbb31e6-96a6-4b6d-838d-948d4fc969f1\", \"0c83a2c2-175f-4a1c-9dd4-8fb86487150e\", \"74b6e49f-207c-423f-917b-031f438f87bd\"], \"total_duration\": 656.0, \"total_sessions\": 7, \"mean_week_duration\": 4.373}, \"49461\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-07-26 12:39:49.000000+00:00\", \"2019-08-23 11:17:14.000000+00:00\", \"2023-05-13 03:13:01.000000+00:00\", \"2023-01-27 10:15:51.000000+00:00\"], \"session_ids\": [\"dbad0128-55e0-46f8-97a9-df1add7c5bb5\", \"86405e9b-6024-400a-b370-4cc8f8d68f22\", \"fb72b4f1-47f0-46a7-8780-cd29be97419a\", \"d915aef8-83c3-4423-b7ed-760462879738\"], \"total_duration\": 983.0, \"total_sessions\": 4, \"mean_week_duration\": 5.067}, \"15907\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-07 22:36:27.000000+00:00\", \"2022-06-20 19:48:08.000000+00:00\", \"2022-11-16 05:47:08.000000+00:00\", \"2021-07-31 02:32:50.000000+00:00\"], \"session_ids\": [\"6029112f-6edb-407e-b32a-ffbf01939ac0\", \"8835bfc4-5160-4272-b34b-0792f8296fae\", \"ec5c7206-8c98-4512-af3a-f1215bc769cc\", \"f9918a58-7732-4393-b5dc-1b10e87f2636\"], \"total_duration\": 982.0, \"total_sessions\": 4, \"mean_week_duration\": 5.743}, \"23236\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-02-16 13:48:26.000000+00:00\", \"2019-12-15 23:35:44.000000+00:00\", \"2019-07-31 07:00:22.000000+00:00\", \"2023-02-06 13:21:23.000000+00:00\", \"2019-10-21 16:01:08.000000+00:00\", \"2023-03-02 19:09:39.000000+00:00\", \"2021-11-02 11:27:52.000000+00:00\"], \"session_ids\": [\"e62f5070-67ab-406e-a295-bfd993787f47\", \"3cd6fd7a-52ba-4887-b8a8-f129981ff2a0\", \"dc58de4b-a064-4d9c-8535-cc0752b13e21\", \"2e077870-589f-450f-b6dd-e73e9d8077cc\", \"c2ad7cd5-5983-4a7d-989a-9b52876d3c3e\", \"9b7df223-cee4-4808-91ce-3e72913846a2\", \"fab2a5a5-1305-4158-940a-136ea64add02\"], \"total_duration\": 157.0, \"total_sessions\": 7, \"mean_week_duration\": 0.835}, \"12543\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-03-21 12:13:50.000000+00:00\", \"2019-09-29 14:02:47.000000+00:00\", \"2020-07-04 10:36:38.000000+00:00\", \"2019-04-30 09:37:47.000000+00:00\"], \"session_ids\": [\"db66ad3b-03af-4559-b050-1e746d4de5e1\", \"72aa480d-cd6c-4e26-8a9c-5171f928be45\", \"09371064-6c98-46bf-83b0-0e93c4a74cac\", \"dc4fb473-2b29-4b5b-899a-716be6f962b8\"], \"total_duration\": 91.0, \"total_sessions\": 4, \"mean_week_duration\": 0.603}, \"12789\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-02-21 16:37:43.000000+00:00\", \"2022-04-09 05:57:43.000000+00:00\"], \"session_ids\": [\"b8c0be20-524d-4465-a57c-8629c561a2fb\", \"a8a3d5e7-aee9-44f3-9203-f656bf656a5e\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 0.703}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or less than 1075 and are greater than 3686"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_duration\": [[1075, 3686]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"10064\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-12 09:59:05.000000+00:00\", \"2020-09-02 08:44:06.000000+00:00\"], \"session_ids\": [\"ed49b99a-207e-4fb9-b1ba-ba3c120d5349\", \"6ad0167c-8eec-477f-aafe-26eb21d46e53\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 0.864}, \"79033\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2023-01-05 18:41:43.000000+00:00\", \"2019-05-05 11:26:17.000000+00:00\", \"2021-01-10 09:32:43.000000+00:00\"], \"session_ids\": [\"6b4d3650-aa0a-4953-a3f2-7eefc8481240\", \"8df61d58-7cb6-4dcf-aa3f-88292441696e\", \"29b1a92c-08a1-4964-9894-75d5d47fbc1a\"], \"total_duration\": 900.0, \"total_sessions\": 3, \"mean_week_duration\": 4.688}, \"33200\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-02 11:10:46.000000+00:00\", \"2020-06-14 04:29:58.000000+00:00\"], \"session_ids\": [\"de647581-38d0-4e71-a43d-0aed568d7145\", \"98f72be6-0490-4063-9a5a-8ea11b149314\"], \"total_duration\": 178.0, \"total_sessions\": 2, \"mean_week_duration\": 1.254}, \"32592\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-06-20 00:41:42.000000+00:00\", \"2021-11-12 09:22:59.000000+00:00\"], \"session_ids\": [\"7ca7d27f-e88b-4df4-aace-0ff7467023ec\", \"6ac00e74-6553-446c-9bea-cd15a6b63c3e\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.753}, \"80939\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-12 10:42:30.000000+00:00\", \"2021-09-13 22:45:30.000000+00:00\", \"2020-12-23 11:12:34.000000+00:00\", \"2021-03-10 07:42:30.000000+00:00\", \"2020-04-21 23:22:31.000000+00:00\", \"2021-12-12 22:27:54.000000+00:00\", \"2019-01-30 00:11:32.000000+00:00\"], \"session_ids\": [\"040230f4-7889-4f96-b051-1e211082b0da\", \"7e718070-4eae-4998-b62b-83eb549a97af\", \"12797c43-da8f-4489-9183-3dec80c223da\", \"37d65726-57e5-454e-a0d9-4f7d7a02a8b1\", \"adbb31e6-96a6-4b6d-838d-948d4fc969f1\", \"0c83a2c2-175f-4a1c-9dd4-8fb86487150e\", \"74b6e49f-207c-423f-917b-031f438f87bd\"], \"total_duration\": 656.0, \"total_sessions\": 7, \"mean_week_duration\": 4.373}, \"49461\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-07-26 12:39:49.000000+00:00\", \"2019-08-23 11:17:14.000000+00:00\", \"2023-05-13 03:13:01.000000+00:00\", \"2023-01-27 10:15:51.000000+00:00\"], \"session_ids\": [\"dbad0128-55e0-46f8-97a9-df1add7c5bb5\", \"86405e9b-6024-400a-b370-4cc8f8d68f22\", \"fb72b4f1-47f0-46a7-8780-cd29be97419a\", \"d915aef8-83c3-4423-b7ed-760462879738\"], \"total_duration\": 983.0, \"total_sessions\": 4, \"mean_week_duration\": 5.067}, \"15907\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-07 22:36:27.000000+00:00\", \"2022-06-20 19:48:08.000000+00:00\", \"2022-11-16 05:47:08.000000+00:00\", \"2021-07-31 02:32:50.000000+00:00\"], \"session_ids\": [\"6029112f-6edb-407e-b32a-ffbf01939ac0\", \"8835bfc4-5160-4272-b34b-0792f8296fae\", \"ec5c7206-8c98-4512-af3a-f1215bc769cc\", \"f9918a58-7732-4393-b5dc-1b10e87f2636\"], \"total_duration\": 982.0, \"total_sessions\": 4, \"mean_week_duration\": 5.743}, \"23236\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-02-16 13:48:26.000000+00:00\", \"2019-12-15 23:35:44.000000+00:00\", \"2019-07-31 07:00:22.000000+00:00\", \"2023-02-06 13:21:23.000000+00:00\", \"2019-10-21 16:01:08.000000+00:00\", \"2023-03-02 19:09:39.000000+00:00\", \"2021-11-02 11:27:52.000000+00:00\"], \"session_ids\": [\"e62f5070-67ab-406e-a295-bfd993787f47\", \"3cd6fd7a-52ba-4887-b8a8-f129981ff2a0\", \"dc58de4b-a064-4d9c-8535-cc0752b13e21\", \"2e077870-589f-450f-b6dd-e73e9d8077cc\", \"c2ad7cd5-5983-4a7d-989a-9b52876d3c3e\", \"9b7df223-cee4-4808-91ce-3e72913846a2\", \"fab2a5a5-1305-4158-940a-136ea64add02\"], \"total_duration\": 157.0, \"total_sessions\": 7, \"mean_week_duration\": 0.835}, \"12543\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-03-21 12:13:50.000000+00:00\", \"2019-09-29 14:02:47.000000+00:00\", \"2020-07-04 10:36:38.000000+00:00\", \"2019-04-30 09:37:47.000000+00:00\"], \"session_ids\": [\"db66ad3b-03af-4559-b050-1e746d4de5e1\", \"72aa480d-cd6c-4e26-8a9c-5171f928be45\", \"09371064-6c98-46bf-83b0-0e93c4a74cac\", \"dc4fb473-2b29-4b5b-899a-716be6f962b8\"], \"total_duration\": 91.0, \"total_sessions\": 4, \"mean_week_duration\": 0.603}, \"12789\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-02-21 16:37:43.000000+00:00\", \"2022-04-09 05:57:43.000000+00:00\"], \"session_ids\": [\"b8c0be20-524d-4465-a57c-8629c561a2fb\", \"a8a3d5e7-aee9-44f3-9203-f656bf656a5e\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 0.703}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"15907\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-07 22:36:27.000000+00:00\", \"2022-06-20 19:48:08.000000+00:00\", \"2022-11-16 05:47:08.000000+00:00\", \"2021-07-31 02:32:50.000000+00:00\"], \"session_ids\": [\"6029112f-6edb-407e-b32a-ffbf01939ac0\", \"8835bfc4-5160-4272-b34b-0792f8296fae\", \"ec5c7206-8c98-4512-af3a-f1215bc769cc\", \"f9918a58-7732-4393-b5dc-1b10e87f2636\"], \"total_duration\": 982.0, \"total_sessions\": 4, \"mean_week_duration\": 5.743}}, {\"32592\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-06-20 00:41:42.000000+00:00\", \"2021-11-12 09:22:59.000000+00:00\"], \"session_ids\": [\"7ca7d27f-e88b-4df4-aace-0ff7467023ec\", \"6ac00e74-6553-446c-9bea-cd15a6b63c3e\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.753}}, {\"80939\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-12 10:42:30.000000+00:00\", \"2021-09-13 22:45:30.000000+00:00\", \"2020-12-23 11:12:34.000000+00:00\", \"2021-03-10 07:42:30.000000+00:00\", \"2020-04-21 23:22:31.000000+00:00\", \"2021-12-12 22:27:54.000000+00:00\", \"2019-01-30 00:11:32.000000+00:00\"], \"session_ids\": [\"040230f4-7889-4f96-b051-1e211082b0da\", \"7e718070-4eae-4998-b62b-83eb549a97af\", \"12797c43-da8f-4489-9183-3dec80c223da\", \"37d65726-57e5-454e-a0d9-4f7d7a02a8b1\", \"adbb31e6-96a6-4b6d-838d-948d4fc969f1\", \"0c83a2c2-175f-4a1c-9dd4-8fb86487150e\", \"74b6e49f-207c-423f-917b-031f438f87bd\"], \"total_duration\": 656.0, \"total_sessions\": 7, \"mean_week_duration\": 4.373}}, {\"49461\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-07-26 12:39:49.000000+00:00\", \"2019-08-23 11:17:14.000000+00:00\", \"2023-05-13 03:13:01.000000+00:00\", \"2023-01-27 10:15:51.000000+00:00\"], \"session_ids\": [\"dbad0128-55e0-46f8-97a9-df1add7c5bb5\", \"86405e9b-6024-400a-b370-4cc8f8d68f22\", \"fb72b4f1-47f0-46a7-8780-cd29be97419a\", \"d915aef8-83c3-4423-b7ed-760462879738\"], \"total_duration\": 983.0, \"total_sessions\": 4, \"mean_week_duration\": 5.067}}, {\"23236\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-02-16 13:48:26.000000+00:00\", \"2019-12-15 23:35:44.000000+00:00\", \"2019-07-31 07:00:22.000000+00:00\", \"2023-02-06 13:21:23.000000+00:00\", \"2019-10-21 16:01:08.000000+00:00\", \"2023-03-02 19:09:39.000000+00:00\", \"2021-11-02 11:27:52.000000+00:00\"], \"session_ids\": [\"e62f5070-67ab-406e-a295-bfd993787f47\", \"3cd6fd7a-52ba-4887-b8a8-f129981ff2a0\", \"dc58de4b-a064-4d9c-8535-cc0752b13e21\", \"2e077870-589f-450f-b6dd-e73e9d8077cc\", \"c2ad7cd5-5983-4a7d-989a-9b52876d3c3e\", \"9b7df223-cee4-4808-91ce-3e72913846a2\", \"fab2a5a5-1305-4158-940a-136ea64add02\"], \"total_duration\": 157.0, \"total_sessions\": 7, \"mean_week_duration\": 0.835}}, {\"12543\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-03-21 12:13:50.000000+00:00\", \"2019-09-29 14:02:47.000000+00:00\", \"2020-07-04 10:36:38.000000+00:00\", \"2019-04-30 09:37:47.000000+00:00\"], \"session_ids\": [\"db66ad3b-03af-4559-b050-1e746d4de5e1\", \"72aa480d-cd6c-4e26-8a9c-5171f928be45\", \"09371064-6c98-46bf-83b0-0e93c4a74cac\", \"dc4fb473-2b29-4b5b-899a-716be6f962b8\"], \"total_duration\": 91.0, \"total_sessions\": 4, \"mean_week_duration\": 0.603}}, {\"79033\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2023-01-05 18:41:43.000000+00:00\", \"2019-05-05 11:26:17.000000+00:00\", \"2021-01-10 09:32:43.000000+00:00\"], \"session_ids\": [\"6b4d3650-aa0a-4953-a3f2-7eefc8481240\", \"8df61d58-7cb6-4dcf-aa3f-88292441696e\", \"29b1a92c-08a1-4964-9894-75d5d47fbc1a\"], \"total_duration\": 900.0, \"total_sessions\": 3, \"mean_week_duration\": 4.688}}, {\"12789\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-02-21 16:37:43.000000+00:00\", \"2022-04-09 05:57:43.000000+00:00\"], \"session_ids\": [\"b8c0be20-524d-4465-a57c-8629c561a2fb\", \"a8a3d5e7-aee9-44f3-9203-f656bf656a5e\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 0.703}}, {\"10064\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-12 09:59:05.000000+00:00\", \"2020-09-02 08:44:06.000000+00:00\"], \"session_ids\": [\"ed49b99a-207e-4fb9-b1ba-ba3c120d5349\", \"6ad0167c-8eec-477f-aafe-26eb21d46e53\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 0.864}}, {\"33200\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-02 11:10:46.000000+00:00\", \"2020-06-14 04:29:58.000000+00:00\"], \"session_ids\": [\"de647581-38d0-4e71-a43d-0aed568d7145\", \"98f72be6-0490-4063-9a5a-8ea11b149314\"], \"total_duration\": 178.0, \"total_sessions\": 2, \"mean_week_duration\": 1.254}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"15907\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-07 22:36:27.000000+00:00\", \"2022-06-20 19:48:08.000000+00:00\", \"2022-11-16 05:47:08.000000+00:00\", \"2021-07-31 02:32:50.000000+00:00\"], \"session_ids\": [\"6029112f-6edb-407e-b32a-ffbf01939ac0\", \"8835bfc4-5160-4272-b34b-0792f8296fae\", \"ec5c7206-8c98-4512-af3a-f1215bc769cc\", \"f9918a58-7732-4393-b5dc-1b10e87f2636\"], \"total_duration\": 982.0, \"total_sessions\": 4, \"mean_week_duration\": 5.743}}, {\"32592\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-06-20 00:41:42.000000+00:00\", \"2021-11-12 09:22:59.000000+00:00\"], \"session_ids\": [\"7ca7d27f-e88b-4df4-aace-0ff7467023ec\", \"6ac00e74-6553-446c-9bea-cd15a6b63c3e\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.753}}]\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[{\"15907\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-07 22:36:27.000000+00:00\", \"2022-06-20 19:48:08.000000+00:00\", \"2022-11-16 05:47:08.000000+00:00\", \"2021-07-31 02:32:50.000000+00:00\"], \"session_ids\": [\"6029112f-6edb-407e-b32a-ffbf01939ac0\", \"8835bfc4-5160-4272-b34b-0792f8296fae\", \"ec5c7206-8c98-4512-af3a-f1215bc769cc\", \"f9918a58-7732-4393-b5dc-1b10e87f2636\"], \"total_duration\": 982.0, \"total_sessions\": 4, \"mean_week_duration\": 5.743}}, {\"32592\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-06-20 00:41:42.000000+00:00\", \"2021-11-12 09:22:59.000000+00:00\"], \"session_ids\": [\"7ca7d27f-e88b-4df4-aace-0ff7467023ec\", \"6ac00e74-6553-446c-9bea-cd15a6b63c3e\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.753}}]\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 user whose sessions summation exceeds 3 while staying below 5, exclusively 3 and in addition carry out sorting by aver of time using the app per week from the smallest value to the largest value plus provide me only with 3 pieces of information."
}
] |
[
{
"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{\"44110\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-06-19 03:45:27.000000+00:00\", \"2020-05-30 02:40:32.000000+00:00\", \"2021-07-17 09:41:21.000000+00:00\", \"2022-04-29 00:06:15.000000+00:00\", \"2019-08-10 16:07:49.000000+00:00\", \"2022-01-24 20:21:48.000000+00:00\", \"2020-01-11 20:44:21.000000+00:00\", \"2023-02-05 16:40:33.000000+00:00\"], \"session_ids\": [\"0d65ddad-d3e0-4dca-9593-1823b562cb32\", \"e4918420-9bf5-486e-ac8c-21edc31bac71\", \"c8f66e7d-386c-44d6-9372-21fdc624c0c9\", \"25c08431-8a73-4aed-935c-1132ee045f8f\", \"b09b4e01-d225-48d8-ae05-cc2d373f555e\", \"d7695af2-3de0-48f1-98c8-166bce881105\", \"3c62b9dc-1d5a-4a4b-a047-1a3f75c6a00f\", \"8fad2c91-fe64-4fb6-9b01-873ad0a5089e\"], \"total_duration\": 361.0, \"total_sessions\": 8, \"mean_week_duration\": 1.9}, \"37449\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-05-05 01:46:44.000000+00:00\", \"2020-09-28 01:52:57.000000+00:00\"], \"session_ids\": [\"91a96079-8ae2-43ee-9247-5eb17e6cebaa\", \"46d083e2-db1e-4038-921f-dd3dc2e3469f\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 6.562}, \"73812\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-09 08:59:51.000000+00:00\", \"2022-06-19 14:36:40.000000+00:00\", \"2019-04-08 08:42:30.000000+00:00\", \"2019-11-10 10:29:27.000000+00:00\", \"2022-06-24 18:09:00.000000+00:00\", \"2022-04-09 21:03:02.000000+00:00\", \"2023-03-03 01:23:25.000000+00:00\", \"2019-10-19 22:24:10.000000+00:00\", \"2022-10-20 20:26:03.000000+00:00\", \"2019-03-16 11:06:47.000000+00:00\"], \"session_ids\": [\"af179a1e-eb2a-455c-9af4-151b1dc7fe5d\", \"455ee548-980a-4946-930f-91dc52597b6b\", \"a162dac3-d4d4-4327-8570-e56cca0dee53\", \"e5456809-7b12-45f6-be74-856bb20be15b\", \"5fb536dc-1a3c-4086-b9ed-ff191387f2c3\", \"25e478dc-4f97-436e-9f11-ba616a892810\", \"d9d7cace-6360-424b-846c-e0008a9c1d00\", \"c0f02f95-7dbc-42c5-8ea1-5de2545c54b7\", \"9cf5f334-87b1-409b-bb11-e91683cc7d05\", \"731cc0bf-671e-4eba-bdad-ab3cd48d84d1\"], \"total_duration\": 6706.0, \"total_sessions\": 10, \"mean_week_duration\": 32.396}, \"12790\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-20 21:40:39.000000+00:00\", \"2019-04-21 11:21:24.000000+00:00\"], \"session_ids\": [\"ce5fdd82-de65-4b7d-92d1-6bc13f4f40f0\", \"70e3058a-2234-46f1-a094-9952c9fb54b8\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 3.5}, \"30043\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-21 01:19:58.000000+00:00\", \"2019-06-22 14:22:09.000000+00:00\"], \"session_ids\": [\"326e655f-7ce6-4f13-aa8e-b2856d1de7e7\", \"91273d99-4b05-4d46-84c3-c64822c93e66\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 7.429}, \"88604\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-02-07 17:50:46.000000+00:00\", \"2019-11-25 00:16:20.000000+00:00\"], \"session_ids\": [\"3fafcbb0-eafd-473f-acbd-de96044b3169\", \"33839384-6cb8-4bd8-a405-679ceac5fb92\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 1.826}, \"11340\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-02-14 12:34:30.000000+00:00\", \"2019-01-11 14:37:22.000000+00:00\", \"2022-05-15 13:33:52.000000+00:00\", \"2022-11-27 12:17:53.000000+00:00\", \"2019-08-16 17:29:36.000000+00:00\"], \"session_ids\": [\"63c405d2-f75c-4b04-b500-c591067d7411\", \"57c25bda-f4b5-417e-8a58-6406e622327e\", \"a8d6ff8b-88ca-44d2-87bb-b3dd81fd287a\", \"92762750-878a-4453-9221-9c9a4563780f\", \"a9a8cc65-0a55-4ecd-aff7-10032e1cdf36\"], \"total_duration\": 915.0, \"total_sessions\": 5, \"mean_week_duration\": 4.507}, \"38056\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-09-09 10:09:12.000000+00:00\", \"2021-12-08 21:27:59.000000+00:00\", \"2021-06-12 09:27:10.000000+00:00\"], \"session_ids\": [\"0bbf281b-34f1-4357-87c0-e7baf0496769\", \"b836bff9-de12-4b08-9d9a-da3301c09560\", \"3dd1042b-77c5-4a88-be43-3eb2055206be\"], \"total_duration\": 533.0, \"total_sessions\": 3, \"mean_week_duration\": 20.5}, \"54044\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 4, \"Change Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-02-18 12:36:32.000000+00:00\", \"2022-09-26 07:15:25.000000+00:00\", \"2020-10-26 04:09:50.000000+00:00\"], \"session_ids\": [\"86d8da68-8d4e-4924-9855-8808b2f1ff39\", \"a7cd47c6-a9b8-46d8-8a16-58251393ba91\", \"5f536ae0-144d-49b9-9b5f-0833d2ed574e\"], \"total_duration\": 350.0, \"total_sessions\": 3, \"mean_week_duration\": 3.5}, \"47955\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-04-12 12:10:15.000000+00:00\", \"2023-01-17 10:00:36.000000+00:00\", \"2021-12-03 22:25:30.000000+00:00\", \"2022-02-19 19:11:11.000000+00:00\", \"2023-06-22 17:04:05.000000+00:00\"], \"session_ids\": [\"307b07bf-41ee-4e6c-8512-d5fcafc672ae\", \"98ba169b-deef-4175-a70e-af46e5727b94\", \"ef06af79-6522-41c9-9c82-f62f8a714823\", \"e1defc9a-aa68-45ac-a524-be42ff405a0d\", \"70055214-e7fa-4a0a-b247-0599590ef7d2\"], \"total_duration\": 743.0, \"total_sessions\": 5, \"mean_week_duration\": 4.449}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are greater than 3 and are equal or less than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[3, 5]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"11340\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-02-14 12:34:30.000000+00:00\", \"2019-01-11 14:37:22.000000+00:00\", \"2022-05-15 13:33:52.000000+00:00\", \"2022-11-27 12:17:53.000000+00:00\", \"2019-08-16 17:29:36.000000+00:00\"], \"session_ids\": [\"63c405d2-f75c-4b04-b500-c591067d7411\", \"57c25bda-f4b5-417e-8a58-6406e622327e\", \"a8d6ff8b-88ca-44d2-87bb-b3dd81fd287a\", \"92762750-878a-4453-9221-9c9a4563780f\", \"a9a8cc65-0a55-4ecd-aff7-10032e1cdf36\"], \"total_duration\": 915.0, \"total_sessions\": 5, \"mean_week_duration\": 4.507}, \"47955\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-04-12 12:10:15.000000+00:00\", \"2023-01-17 10:00:36.000000+00:00\", \"2021-12-03 22:25:30.000000+00:00\", \"2022-02-19 19:11:11.000000+00:00\", \"2023-06-22 17:04:05.000000+00:00\"], \"session_ids\": [\"307b07bf-41ee-4e6c-8512-d5fcafc672ae\", \"98ba169b-deef-4175-a70e-af46e5727b94\", \"ef06af79-6522-41c9-9c82-f62f8a714823\", \"e1defc9a-aa68-45ac-a524-be42ff405a0d\", \"70055214-e7fa-4a0a-b247-0599590ef7d2\"], \"total_duration\": 743.0, \"total_sessions\": 5, \"mean_week_duration\": 4.449}}\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[{\"47955\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-04-12 12:10:15.000000+00:00\", \"2023-01-17 10:00:36.000000+00:00\", \"2021-12-03 22:25:30.000000+00:00\", \"2022-02-19 19:11:11.000000+00:00\", \"2023-06-22 17:04:05.000000+00:00\"], \"session_ids\": [\"307b07bf-41ee-4e6c-8512-d5fcafc672ae\", \"98ba169b-deef-4175-a70e-af46e5727b94\", \"ef06af79-6522-41c9-9c82-f62f8a714823\", \"e1defc9a-aa68-45ac-a524-be42ff405a0d\", \"70055214-e7fa-4a0a-b247-0599590ef7d2\"], \"total_duration\": 743.0, \"total_sessions\": 5, \"mean_week_duration\": 4.449}}, {\"11340\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-02-14 12:34:30.000000+00:00\", \"2019-01-11 14:37:22.000000+00:00\", \"2022-05-15 13:33:52.000000+00:00\", \"2022-11-27 12:17:53.000000+00:00\", \"2019-08-16 17:29:36.000000+00:00\"], \"session_ids\": [\"63c405d2-f75c-4b04-b500-c591067d7411\", \"57c25bda-f4b5-417e-8a58-6406e622327e\", \"a8d6ff8b-88ca-44d2-87bb-b3dd81fd287a\", \"92762750-878a-4453-9221-9c9a4563780f\", \"a9a8cc65-0a55-4ecd-aff7-10032e1cdf36\"], \"total_duration\": 915.0, \"total_sessions\": 5, \"mean_week_duration\": 4.507}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"47955\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-04-12 12:10:15.000000+00:00\", \"2023-01-17 10:00:36.000000+00:00\", \"2021-12-03 22:25:30.000000+00:00\", \"2022-02-19 19:11:11.000000+00:00\", \"2023-06-22 17:04:05.000000+00:00\"], \"session_ids\": [\"307b07bf-41ee-4e6c-8512-d5fcafc672ae\", \"98ba169b-deef-4175-a70e-af46e5727b94\", \"ef06af79-6522-41c9-9c82-f62f8a714823\", \"e1defc9a-aa68-45ac-a524-be42ff405a0d\", \"70055214-e7fa-4a0a-b247-0599590ef7d2\"], \"total_duration\": 743.0, \"total_sessions\": 5, \"mean_week_duration\": 4.449}}, {\"11340\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-02-14 12:34:30.000000+00:00\", \"2019-01-11 14:37:22.000000+00:00\", \"2022-05-15 13:33:52.000000+00:00\", \"2022-11-27 12:17:53.000000+00:00\", \"2019-08-16 17:29:36.000000+00:00\"], \"session_ids\": [\"63c405d2-f75c-4b04-b500-c591067d7411\", \"57c25bda-f4b5-417e-8a58-6406e622327e\", \"a8d6ff8b-88ca-44d2-87bb-b3dd81fd287a\", \"92762750-878a-4453-9221-9c9a4563780f\", \"a9a8cc65-0a55-4ecd-aff7-10032e1cdf36\"], \"total_duration\": 915.0, \"total_sessions\": 5, \"mean_week_duration\": 4.507}}]\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[{\"47955\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-04-12 12:10:15.000000+00:00\", \"2023-01-17 10:00:36.000000+00:00\", \"2021-12-03 22:25:30.000000+00:00\", \"2022-02-19 19:11:11.000000+00:00\", \"2023-06-22 17:04:05.000000+00:00\"], \"session_ids\": [\"307b07bf-41ee-4e6c-8512-d5fcafc672ae\", \"98ba169b-deef-4175-a70e-af46e5727b94\", \"ef06af79-6522-41c9-9c82-f62f8a714823\", \"e1defc9a-aa68-45ac-a524-be42ff405a0d\", \"70055214-e7fa-4a0a-b247-0599590ef7d2\"], \"total_duration\": 743.0, \"total_sessions\": 5, \"mean_week_duration\": 4.449}}, {\"11340\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-02-14 12:34:30.000000+00:00\", \"2019-01-11 14:37:22.000000+00:00\", \"2022-05-15 13:33:52.000000+00:00\", \"2022-11-27 12:17:53.000000+00:00\", \"2019-08-16 17:29:36.000000+00:00\"], \"session_ids\": [\"63c405d2-f75c-4b04-b500-c591067d7411\", \"57c25bda-f4b5-417e-8a58-6406e622327e\", \"a8d6ff8b-88ca-44d2-87bb-b3dd81fd287a\", \"92762750-878a-4453-9221-9c9a4563780f\", \"a9a8cc65-0a55-4ecd-aff7-10032e1cdf36\"], \"total_duration\": 915.0, \"total_sessions\": 5, \"mean_week_duration\": 4.507}}]\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 6 users with a sessions count that is lower than 5, inclusive 5 and carry out sorting by average of total time spent in the app per week in descending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"1423\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-09-13 19:02:17.000000+00:00\", \"2020-05-01 01:02:25.000000+00:00\"], \"session_ids\": [\"d070c997-8117-4ee2-a45d-934608af91c5\", \"0183a885-9d00-4b78-8d26-6de6c21e707b\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 11.242}, \"30590\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Seoul\", \"datetimes\": [\"2021-06-25 10:54:42.000000+00:00\", \"2022-09-09 07:23:42.000000+00:00\"], \"session_ids\": [\"b8a14ac8-9b47-4499-8e45-0fbb96c50bcc\", \"b76e4992-207d-420d-b0fc-f0cfb663e246\"], \"total_duration\": 374.0, \"total_sessions\": 2, \"mean_week_duration\": 5.937}, \"50138\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-10-08 03:07:10.000000+00:00\", \"2020-01-16 23:58:48.000000+00:00\", \"2021-01-20 16:21:09.000000+00:00\", \"2022-01-28 17:50:08.000000+00:00\", \"2022-02-08 03:38:58.000000+00:00\", \"2021-12-04 00:39:10.000000+00:00\", \"2023-05-09 10:29:23.000000+00:00\", \"2023-05-28 23:55:55.000000+00:00\", \"2019-07-23 16:54:20.000000+00:00\"], \"session_ids\": [\"0786e4c3-d58e-4582-8444-7684d942d2f2\", \"f91d97f4-d919-49da-9b5d-9ffebe7d2b77\", \"ae954eac-f820-43b0-b131-a8ac53e73d74\", \"9168e0b5-1b7c-4394-be14-7a787c947a8b\", \"d4a30bb9-b4af-4b97-86ba-79c99f427827\", \"b696a9cf-6945-40b5-83ff-a8bf0c23a13a\", \"52f114fe-8587-4a10-9645-b6b11d54f286\", \"d825addf-3d19-496d-b28b-6898cc575559\", \"fc8e0185-0be8-4356-a613-c418d501405b\"], \"total_duration\": 8484.0, \"total_sessions\": 9, \"mean_week_duration\": 42.209}, \"39755\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2019-05-06 03:15:58.000000+00:00\", \"2023-06-01 18:16:59.000000+00:00\", \"2021-07-07 11:18:39.000000+00:00\", \"2019-07-19 07:03:01.000000+00:00\"], \"session_ids\": [\"1bdab6ae-74db-4430-a7d4-ef2de2036421\", \"fce260bd-0ee3-4977-960a-93f95ea75592\", \"2165c993-4ec0-4f95-8810-54e88d2bcf35\", \"b4acd72a-3a95-4244-8058-9f33f3aad33f\"], \"total_duration\": 1350.0, \"total_sessions\": 4, \"mean_week_duration\": 6.338}, \"84434\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-06-06 06:28:43.000000+00:00\", \"2022-10-18 18:52:36.000000+00:00\", \"2020-02-15 12:00:52.000000+00:00\"], \"session_ids\": [\"a2c6835a-8850-4431-a39a-193a5efe9651\", \"0d16d57d-93d9-4a30-9e0b-4ac53abc857f\", \"1b2837d1-9c7b-4065-b129-f35afcb62465\"], \"total_duration\": 36.0, \"total_sessions\": 3, \"mean_week_duration\": 0.257}, \"54034\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-07-21 16:57:58.000000+00:00\", \"2021-12-12 20:21:42.000000+00:00\", \"2021-10-31 02:18:05.000000+00:00\", \"2021-09-17 08:59:35.000000+00:00\", \"2022-11-17 16:56:54.000000+00:00\", \"2022-03-21 22:28:04.000000+00:00\", \"2021-11-12 13:12:35.000000+00:00\", \"2019-07-10 12:53:52.000000+00:00\"], \"session_ids\": [\"d71e9258-0613-4a1b-b801-82494be4e37a\", \"a753ccd3-9e0d-43c3-b975-fdda31c46fb0\", \"c5e81ea6-9059-401a-9ca4-edd9dd51f9c5\", \"fbbe5d62-d41b-4a26-8fb2-57aefa3c03ff\", \"c24978b0-f804-425e-bf11-02633d22f8d4\", \"b1de0324-eac1-4470-9d97-2b91f3f5b528\", \"08bb66a6-a7ea-4abc-9c05-d0a63ed3eb37\", \"9eafcbf0-49ae-4e84-ba1b-7d7793563ec6\"], \"total_duration\": 18198.0, \"total_sessions\": 8, \"mean_week_duration\": 103.398}, \"12924\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-04-02 06:35:29.000000+00:00\", \"2022-04-03 02:48:12.000000+00:00\", \"2021-10-25 10:50:02.000000+00:00\", \"2022-03-18 18:08:41.000000+00:00\"], \"session_ids\": [\"c5391a1c-90f6-496b-8d8d-8d71384c7c74\", \"b73cc70c-860b-4548-9fed-7b079b302fb3\", \"dfc5acbb-16c6-40ba-955b-2b40da01a960\", \"948e3cc3-3feb-44b5-89e3-566d9b93afc5\"], \"total_duration\": 113.0, \"total_sessions\": 4, \"mean_week_duration\": 2.132}, \"75167\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-02-06 17:38:37.000000+00:00\", \"2019-02-24 20:15:41.000000+00:00\"], \"session_ids\": [\"7fb7ef69-8162-4bb7-8f3c-0b88cac0faad\", \"13fb9d66-46b5-4b8d-b26f-8d4c8ea271e6\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 1.54}, \"24761\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 5}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-02-27 10:04:54.000000+00:00\", \"2022-06-29 08:27:22.000000+00:00\"], \"session_ids\": [\"90441bec-b65f-437a-ad3e-88e8f79fe8cf\", \"0f9920e0-6021-4887-9ab6-9541403dbd96\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 7.314}, \"67746\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-02-17 01:43:29.000000+00:00\", \"2022-11-18 17:09:28.000000+00:00\", \"2019-11-30 19:22:57.000000+00:00\", \"2021-01-09 00:56:25.000000+00:00\", \"2020-10-26 14:02:35.000000+00:00\"], \"session_ids\": [\"5d12a685-596d-4651-a399-f551841c7968\", \"a18a02d1-8f9d-4eaa-945e-01db12ff59be\", \"d98441cf-c036-4773-998b-789cc9b136d9\", \"51912f9a-3cbf-45f3-be89-14c13598c993\", \"4222322b-5e63-423f-b9f3-b826451bcd52\"], \"total_duration\": 100.0, \"total_sessions\": 5, \"mean_week_duration\": 0.645}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or less than 5"
},
{
"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{\"1423\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-09-13 19:02:17.000000+00:00\", \"2020-05-01 01:02:25.000000+00:00\"], \"session_ids\": [\"d070c997-8117-4ee2-a45d-934608af91c5\", \"0183a885-9d00-4b78-8d26-6de6c21e707b\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 11.242}, \"30590\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Seoul\", \"datetimes\": [\"2021-06-25 10:54:42.000000+00:00\", \"2022-09-09 07:23:42.000000+00:00\"], \"session_ids\": [\"b8a14ac8-9b47-4499-8e45-0fbb96c50bcc\", \"b76e4992-207d-420d-b0fc-f0cfb663e246\"], \"total_duration\": 374.0, \"total_sessions\": 2, \"mean_week_duration\": 5.937}, \"39755\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2019-05-06 03:15:58.000000+00:00\", \"2023-06-01 18:16:59.000000+00:00\", \"2021-07-07 11:18:39.000000+00:00\", \"2019-07-19 07:03:01.000000+00:00\"], \"session_ids\": [\"1bdab6ae-74db-4430-a7d4-ef2de2036421\", \"fce260bd-0ee3-4977-960a-93f95ea75592\", \"2165c993-4ec0-4f95-8810-54e88d2bcf35\", \"b4acd72a-3a95-4244-8058-9f33f3aad33f\"], \"total_duration\": 1350.0, \"total_sessions\": 4, \"mean_week_duration\": 6.338}, \"84434\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-06-06 06:28:43.000000+00:00\", \"2022-10-18 18:52:36.000000+00:00\", \"2020-02-15 12:00:52.000000+00:00\"], \"session_ids\": [\"a2c6835a-8850-4431-a39a-193a5efe9651\", \"0d16d57d-93d9-4a30-9e0b-4ac53abc857f\", \"1b2837d1-9c7b-4065-b129-f35afcb62465\"], \"total_duration\": 36.0, \"total_sessions\": 3, \"mean_week_duration\": 0.257}, \"12924\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-04-02 06:35:29.000000+00:00\", \"2022-04-03 02:48:12.000000+00:00\", \"2021-10-25 10:50:02.000000+00:00\", \"2022-03-18 18:08:41.000000+00:00\"], \"session_ids\": [\"c5391a1c-90f6-496b-8d8d-8d71384c7c74\", \"b73cc70c-860b-4548-9fed-7b079b302fb3\", \"dfc5acbb-16c6-40ba-955b-2b40da01a960\", \"948e3cc3-3feb-44b5-89e3-566d9b93afc5\"], \"total_duration\": 113.0, \"total_sessions\": 4, \"mean_week_duration\": 2.132}, \"75167\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-02-06 17:38:37.000000+00:00\", \"2019-02-24 20:15:41.000000+00:00\"], \"session_ids\": [\"7fb7ef69-8162-4bb7-8f3c-0b88cac0faad\", \"13fb9d66-46b5-4b8d-b26f-8d4c8ea271e6\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 1.54}, \"24761\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 5}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-02-27 10:04:54.000000+00:00\", \"2022-06-29 08:27:22.000000+00:00\"], \"session_ids\": [\"90441bec-b65f-437a-ad3e-88e8f79fe8cf\", \"0f9920e0-6021-4887-9ab6-9541403dbd96\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 7.314}, \"67746\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-02-17 01:43:29.000000+00:00\", \"2022-11-18 17:09:28.000000+00:00\", \"2019-11-30 19:22:57.000000+00:00\", \"2021-01-09 00:56:25.000000+00:00\", \"2020-10-26 14:02:35.000000+00:00\"], \"session_ids\": [\"5d12a685-596d-4651-a399-f551841c7968\", \"a18a02d1-8f9d-4eaa-945e-01db12ff59be\", \"d98441cf-c036-4773-998b-789cc9b136d9\", \"51912f9a-3cbf-45f3-be89-14c13598c993\", \"4222322b-5e63-423f-b9f3-b826451bcd52\"], \"total_duration\": 100.0, \"total_sessions\": 5, \"mean_week_duration\": 0.645}}\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[{\"1423\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-09-13 19:02:17.000000+00:00\", \"2020-05-01 01:02:25.000000+00:00\"], \"session_ids\": [\"d070c997-8117-4ee2-a45d-934608af91c5\", \"0183a885-9d00-4b78-8d26-6de6c21e707b\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 11.242}}, {\"24761\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 5}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-02-27 10:04:54.000000+00:00\", \"2022-06-29 08:27:22.000000+00:00\"], \"session_ids\": [\"90441bec-b65f-437a-ad3e-88e8f79fe8cf\", \"0f9920e0-6021-4887-9ab6-9541403dbd96\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 7.314}}, {\"39755\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2019-05-06 03:15:58.000000+00:00\", \"2023-06-01 18:16:59.000000+00:00\", \"2021-07-07 11:18:39.000000+00:00\", \"2019-07-19 07:03:01.000000+00:00\"], \"session_ids\": [\"1bdab6ae-74db-4430-a7d4-ef2de2036421\", \"fce260bd-0ee3-4977-960a-93f95ea75592\", \"2165c993-4ec0-4f95-8810-54e88d2bcf35\", \"b4acd72a-3a95-4244-8058-9f33f3aad33f\"], \"total_duration\": 1350.0, \"total_sessions\": 4, \"mean_week_duration\": 6.338}}, {\"30590\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Seoul\", \"datetimes\": [\"2021-06-25 10:54:42.000000+00:00\", \"2022-09-09 07:23:42.000000+00:00\"], \"session_ids\": [\"b8a14ac8-9b47-4499-8e45-0fbb96c50bcc\", \"b76e4992-207d-420d-b0fc-f0cfb663e246\"], \"total_duration\": 374.0, \"total_sessions\": 2, \"mean_week_duration\": 5.937}}, {\"12924\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-04-02 06:35:29.000000+00:00\", \"2022-04-03 02:48:12.000000+00:00\", \"2021-10-25 10:50:02.000000+00:00\", \"2022-03-18 18:08:41.000000+00:00\"], \"session_ids\": [\"c5391a1c-90f6-496b-8d8d-8d71384c7c74\", \"b73cc70c-860b-4548-9fed-7b079b302fb3\", \"dfc5acbb-16c6-40ba-955b-2b40da01a960\", \"948e3cc3-3feb-44b5-89e3-566d9b93afc5\"], \"total_duration\": 113.0, \"total_sessions\": 4, \"mean_week_duration\": 2.132}}, {\"75167\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-02-06 17:38:37.000000+00:00\", \"2019-02-24 20:15:41.000000+00:00\"], \"session_ids\": [\"7fb7ef69-8162-4bb7-8f3c-0b88cac0faad\", \"13fb9d66-46b5-4b8d-b26f-8d4c8ea271e6\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 1.54}}, {\"67746\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-02-17 01:43:29.000000+00:00\", \"2022-11-18 17:09:28.000000+00:00\", \"2019-11-30 19:22:57.000000+00:00\", \"2021-01-09 00:56:25.000000+00:00\", \"2020-10-26 14:02:35.000000+00:00\"], \"session_ids\": [\"5d12a685-596d-4651-a399-f551841c7968\", \"a18a02d1-8f9d-4eaa-945e-01db12ff59be\", \"d98441cf-c036-4773-998b-789cc9b136d9\", \"51912f9a-3cbf-45f3-be89-14c13598c993\", \"4222322b-5e63-423f-b9f3-b826451bcd52\"], \"total_duration\": 100.0, \"total_sessions\": 5, \"mean_week_duration\": 0.645}}, {\"84434\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-06-06 06:28:43.000000+00:00\", \"2022-10-18 18:52:36.000000+00:00\", \"2020-02-15 12:00:52.000000+00:00\"], \"session_ids\": [\"a2c6835a-8850-4431-a39a-193a5efe9651\", \"0d16d57d-93d9-4a30-9e0b-4ac53abc857f\", \"1b2837d1-9c7b-4065-b129-f35afcb62465\"], \"total_duration\": 36.0, \"total_sessions\": 3, \"mean_week_duration\": 0.257}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 6 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"1423\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-09-13 19:02:17.000000+00:00\", \"2020-05-01 01:02:25.000000+00:00\"], \"session_ids\": [\"d070c997-8117-4ee2-a45d-934608af91c5\", \"0183a885-9d00-4b78-8d26-6de6c21e707b\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 11.242}}, {\"24761\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 5}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-02-27 10:04:54.000000+00:00\", \"2022-06-29 08:27:22.000000+00:00\"], \"session_ids\": [\"90441bec-b65f-437a-ad3e-88e8f79fe8cf\", \"0f9920e0-6021-4887-9ab6-9541403dbd96\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 7.314}}, {\"39755\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2019-05-06 03:15:58.000000+00:00\", \"2023-06-01 18:16:59.000000+00:00\", \"2021-07-07 11:18:39.000000+00:00\", \"2019-07-19 07:03:01.000000+00:00\"], \"session_ids\": [\"1bdab6ae-74db-4430-a7d4-ef2de2036421\", \"fce260bd-0ee3-4977-960a-93f95ea75592\", \"2165c993-4ec0-4f95-8810-54e88d2bcf35\", \"b4acd72a-3a95-4244-8058-9f33f3aad33f\"], \"total_duration\": 1350.0, \"total_sessions\": 4, \"mean_week_duration\": 6.338}}, {\"30590\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Seoul\", \"datetimes\": [\"2021-06-25 10:54:42.000000+00:00\", \"2022-09-09 07:23:42.000000+00:00\"], \"session_ids\": [\"b8a14ac8-9b47-4499-8e45-0fbb96c50bcc\", \"b76e4992-207d-420d-b0fc-f0cfb663e246\"], \"total_duration\": 374.0, \"total_sessions\": 2, \"mean_week_duration\": 5.937}}, {\"12924\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-04-02 06:35:29.000000+00:00\", \"2022-04-03 02:48:12.000000+00:00\", \"2021-10-25 10:50:02.000000+00:00\", \"2022-03-18 18:08:41.000000+00:00\"], \"session_ids\": [\"c5391a1c-90f6-496b-8d8d-8d71384c7c74\", \"b73cc70c-860b-4548-9fed-7b079b302fb3\", \"dfc5acbb-16c6-40ba-955b-2b40da01a960\", \"948e3cc3-3feb-44b5-89e3-566d9b93afc5\"], \"total_duration\": 113.0, \"total_sessions\": 4, \"mean_week_duration\": 2.132}}, {\"75167\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-02-06 17:38:37.000000+00:00\", \"2019-02-24 20:15:41.000000+00:00\"], \"session_ids\": [\"7fb7ef69-8162-4bb7-8f3c-0b88cac0faad\", \"13fb9d66-46b5-4b8d-b26f-8d4c8ea271e6\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 1.54}}]\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[{\"1423\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-09-13 19:02:17.000000+00:00\", \"2020-05-01 01:02:25.000000+00:00\"], \"session_ids\": [\"d070c997-8117-4ee2-a45d-934608af91c5\", \"0183a885-9d00-4b78-8d26-6de6c21e707b\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 11.242}}, {\"24761\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 5}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-02-27 10:04:54.000000+00:00\", \"2022-06-29 08:27:22.000000+00:00\"], \"session_ids\": [\"90441bec-b65f-437a-ad3e-88e8f79fe8cf\", \"0f9920e0-6021-4887-9ab6-9541403dbd96\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 7.314}}, {\"39755\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2019-05-06 03:15:58.000000+00:00\", \"2023-06-01 18:16:59.000000+00:00\", \"2021-07-07 11:18:39.000000+00:00\", \"2019-07-19 07:03:01.000000+00:00\"], \"session_ids\": [\"1bdab6ae-74db-4430-a7d4-ef2de2036421\", \"fce260bd-0ee3-4977-960a-93f95ea75592\", \"2165c993-4ec0-4f95-8810-54e88d2bcf35\", \"b4acd72a-3a95-4244-8058-9f33f3aad33f\"], \"total_duration\": 1350.0, \"total_sessions\": 4, \"mean_week_duration\": 6.338}}, {\"30590\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Seoul\", \"datetimes\": [\"2021-06-25 10:54:42.000000+00:00\", \"2022-09-09 07:23:42.000000+00:00\"], \"session_ids\": [\"b8a14ac8-9b47-4499-8e45-0fbb96c50bcc\", \"b76e4992-207d-420d-b0fc-f0cfb663e246\"], \"total_duration\": 374.0, \"total_sessions\": 2, \"mean_week_duration\": 5.937}}, {\"12924\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-04-02 06:35:29.000000+00:00\", \"2022-04-03 02:48:12.000000+00:00\", \"2021-10-25 10:50:02.000000+00:00\", \"2022-03-18 18:08:41.000000+00:00\"], \"session_ids\": [\"c5391a1c-90f6-496b-8d8d-8d71384c7c74\", \"b73cc70c-860b-4548-9fed-7b079b302fb3\", \"dfc5acbb-16c6-40ba-955b-2b40da01a960\", \"948e3cc3-3feb-44b5-89e3-566d9b93afc5\"], \"total_duration\": 113.0, \"total_sessions\": 4, \"mean_week_duration\": 2.132}}, {\"75167\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-02-06 17:38:37.000000+00:00\", \"2019-02-24 20:15:41.000000+00:00\"], \"session_ids\": [\"7fb7ef69-8162-4bb7-8f3c-0b88cac0faad\", \"13fb9d66-46b5-4b8d-b26f-8d4c8ea271e6\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 1.54}}]\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 8 users I can find living in cities Berlin, Jakarta, London, Prague, Johannesburg, Zurich also carry out sorting by total amount of duration ascendingly as well as provide me only with 2 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"33219\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-12-24 22:39:05.000000+00:00\", \"2021-08-13 22:57:41.000000+00:00\"], \"session_ids\": [\"73d73054-789f-4a95-aa97-c75eacff6386\", \"e293eb82-18ce-46a6-8ce2-773733670294\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 1.206}, \"92199\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-07-31 10:48:21.000000+00:00\", \"2021-01-20 14:03:56.000000+00:00\"], \"session_ids\": [\"d6356fca-3863-4b8d-a903-1b1dd3138a11\", \"b3570961-33cd-4a8f-8cf8-d156adb03edd\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 1.125}, \"29385\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-04-04 04:03:50.000000+00:00\", \"2022-07-16 02:17:54.000000+00:00\", \"2022-10-13 22:35:28.000000+00:00\", \"2019-11-12 04:03:29.000000+00:00\", \"2021-06-08 19:27:39.000000+00:00\", \"2020-12-21 21:57:26.000000+00:00\"], \"session_ids\": [\"15279a40-b099-4d77-b1bf-51adef19e1e8\", \"6bd7aea6-0e80-4601-8f26-734abc843939\", \"1130be97-10af-4302-9663-0ab8e12e897b\", \"4ab81657-e02f-46ff-81da-5211641a3511\", \"39cf67bd-2718-43b0-9bf5-4b14e31d2ba9\", \"7e822c0e-3c29-4e1f-8512-a10a56dd6c00\"], \"total_duration\": 318.0, \"total_sessions\": 6, \"mean_week_duration\": 2.078}, \"66274\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-08-30 05:42:18.000000+00:00\", \"2021-10-02 07:51:09.000000+00:00\", \"2023-01-09 22:50:42.000000+00:00\", \"2023-02-21 23:13:52.000000+00:00\"], \"session_ids\": [\"3dd3c0ed-29a3-48d2-978b-3fa001d26d0d\", \"919e10f2-5c32-4201-9ab4-d65e456aef8e\", \"9445a173-4d8d-428d-a1d7-c0c9356454b5\", \"bd842559-138f-4d3d-a5a7-b222aea1586b\"], \"total_duration\": 156.0, \"total_sessions\": 4, \"mean_week_duration\": 2.137}, \"14710\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-05-18 19:58:47.000000+00:00\", \"2019-01-14 07:32:28.000000+00:00\", \"2019-05-17 08:22:49.000000+00:00\"], \"session_ids\": [\"717b1a51-6b6f-4fac-8c2c-e701477d2fe7\", \"9f8c9de3-887e-4370-b47b-f5cffb54738f\", \"4ddd011f-80c3-4acd-814a-80627dd690e8\"], \"total_duration\": 669.0, \"total_sessions\": 3, \"mean_week_duration\": 2.947}, \"55600\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-06-28 16:11:30.000000+00:00\", \"2021-08-08 17:33:26.000000+00:00\"], \"session_ids\": [\"eb35fa3d-94b4-42ff-b1af-38a6870674c1\", \"4176c02c-cabc-4e7b-95fa-0286a28bfe7b\"], \"total_duration\": 194.0, \"total_sessions\": 2, \"mean_week_duration\": 1.96}, \"51677\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-12-04 16:56:47.000000+00:00\", \"2022-07-16 16:08:09.000000+00:00\"], \"session_ids\": [\"a96690ca-2545-4b6c-802e-c1d08b1db5ad\", \"6153355d-af14-4906-9589-4a687cc1cbac\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 6.81}, \"92030\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-06-13 21:29:26.000000+00:00\", \"2020-12-18 12:32:14.000000+00:00\", \"2021-10-10 07:05:52.000000+00:00\", \"2021-04-08 15:02:09.000000+00:00\"], \"session_ids\": [\"5a617be9-dff5-405c-80ac-054b3ae3a249\", \"b2cad058-0def-4584-9d31-9f9a2b7b5c97\", \"a7635e75-23a3-469c-aaa8-51900dc14b67\", \"72c18126-a126-45df-9d32-c037c579e18e\"], \"total_duration\": 2128.0, \"total_sessions\": 4, \"mean_week_duration\": 16.369}, \"95416\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-02-11 03:18:21.000000+00:00\", \"2020-01-26 11:48:25.000000+00:00\"], \"session_ids\": [\"761f76eb-b156-4c8f-a24c-85b2a6cfe7eb\", \"a030e437-8d55-43fc-908a-5c5453f0edc8\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 1.346}, \"16321\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-08-17 14:18:27.000000+00:00\", \"2019-04-20 13:17:37.000000+00:00\"], \"session_ids\": [\"9fc67f68-3838-471b-82a7-3b4fd7f4af25\", \"9bbffdfa-1799-4075-87e4-0294dc37a17c\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 1.533}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are Berlin, Jakarta, London, Prague, Johannesburg, Zurich"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Berlin\", \"Jakarta\", \"London\", \"Prague\", \"Johannesburg\", \"Zurich\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"92030\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-06-13 21:29:26.000000+00:00\", \"2020-12-18 12:32:14.000000+00:00\", \"2021-10-10 07:05:52.000000+00:00\", \"2021-04-08 15:02:09.000000+00:00\"], \"session_ids\": [\"5a617be9-dff5-405c-80ac-054b3ae3a249\", \"b2cad058-0def-4584-9d31-9f9a2b7b5c97\", \"a7635e75-23a3-469c-aaa8-51900dc14b67\", \"72c18126-a126-45df-9d32-c037c579e18e\"], \"total_duration\": 2128.0, \"total_sessions\": 4, \"mean_week_duration\": 16.369}}\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[{\"92030\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-06-13 21:29:26.000000+00:00\", \"2020-12-18 12:32:14.000000+00:00\", \"2021-10-10 07:05:52.000000+00:00\", \"2021-04-08 15:02:09.000000+00:00\"], \"session_ids\": [\"5a617be9-dff5-405c-80ac-054b3ae3a249\", \"b2cad058-0def-4584-9d31-9f9a2b7b5c97\", \"a7635e75-23a3-469c-aaa8-51900dc14b67\", \"72c18126-a126-45df-9d32-c037c579e18e\"], \"total_duration\": 2128.0, \"total_sessions\": 4, \"mean_week_duration\": 16.369}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"92030\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-06-13 21:29:26.000000+00:00\", \"2020-12-18 12:32:14.000000+00:00\", \"2021-10-10 07:05:52.000000+00:00\", \"2021-04-08 15:02:09.000000+00:00\"], \"session_ids\": [\"5a617be9-dff5-405c-80ac-054b3ae3a249\", \"b2cad058-0def-4584-9d31-9f9a2b7b5c97\", \"a7635e75-23a3-469c-aaa8-51900dc14b67\", \"72c18126-a126-45df-9d32-c037c579e18e\"], \"total_duration\": 2128.0, \"total_sessions\": 4, \"mean_week_duration\": 16.369}}]\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[{\"92030\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-06-13 21:29:26.000000+00:00\", \"2020-12-18 12:32:14.000000+00:00\", \"2021-10-10 07:05:52.000000+00:00\", \"2021-04-08 15:02:09.000000+00:00\"], \"session_ids\": [\"5a617be9-dff5-405c-80ac-054b3ae3a249\", \"b2cad058-0def-4584-9d31-9f9a2b7b5c97\", \"a7635e75-23a3-469c-aaa8-51900dc14b67\", \"72c18126-a126-45df-9d32-c037c579e18e\"], \"total_duration\": 2128.0, \"total_sessions\": 4, \"mean_week_duration\": 16.369}}]\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 4 users to me whose mean week duration is smaller than 7 and bigger than 30 , moreover perform sorting by name of the city from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"52561\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-01-06 15:39:34.000000+00:00\", \"2022-11-16 18:52:50.000000+00:00\", \"2022-09-29 20:11:35.000000+00:00\", \"2022-08-04 05:15:26.000000+00:00\", \"2022-10-20 18:03:55.000000+00:00\"], \"session_ids\": [\"1fd8d3d3-f607-425b-8cbd-c95d4fa03c95\", \"d5442b51-040e-4759-be8b-3bac0e23b85e\", \"03d9706b-2729-4168-b663-4fb7a833233e\", \"d48bc77f-50f1-46b3-8cbc-8e141ce58032\", \"7f4a65da-05a2-4ccd-83a3-33ab64db2706\"], \"total_duration\": 2030.0, \"total_sessions\": 5, \"mean_week_duration\": 88.261}, \"13467\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-07-14 06:21:03.000000+00:00\", \"2022-01-13 18:45:24.000000+00:00\", \"2022-02-05 21:45:48.000000+00:00\", \"2023-02-20 19:12:57.000000+00:00\"], \"session_ids\": [\"c45bdf3b-26fe-45ec-91f3-6986cc3e0bb2\", \"38c9600f-b206-4f87-b935-ff270683e63f\", \"a9f4e729-43c5-484f-81f8-807742087bea\", \"aaf39d5d-4633-4c26-9598-e265640fb4fe\"], \"total_duration\": 604.0, \"total_sessions\": 4, \"mean_week_duration\": 3.196}, \"49336\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-01-10 09:54:36.000000+00:00\", \"2023-06-03 20:51:27.000000+00:00\", \"2021-08-04 08:08:14.000000+00:00\", \"2019-09-16 20:57:04.000000+00:00\", \"2019-02-23 17:35:20.000000+00:00\", \"2019-03-28 05:36:44.000000+00:00\", \"2019-04-17 23:42:14.000000+00:00\", \"2022-03-09 07:42:21.000000+00:00\", \"2021-04-10 07:56:12.000000+00:00\", \"2020-08-01 13:35:06.000000+00:00\", \"2019-05-15 01:34:58.000000+00:00\"], \"session_ids\": [\"99905e83-447c-4497-a4bd-a531fd664675\", \"2e28f028-bcfe-43d6-82cc-9735b817683e\", \"38aeb846-1844-4506-a872-e4ca879e0397\", \"27e6d1d2-f4c3-4549-b08a-aa5ff35ffbaf\", \"bffd3a1a-ffa3-4574-a050-00f05ac1de18\", \"8878cf7a-7c30-4349-b604-74f473613096\", \"ea3c10bf-cf71-47a6-9ed4-36832bc7a868\", \"8128b3db-2b3f-4410-b22c-16e06b90ba8b\", \"da9e2009-c265-4181-b76d-1c499bb4308a\", \"ece87081-50ff-4126-b587-7bb923a045a0\", \"b7074bb2-6723-4f25-b2d8-e1fc01f190de\"], \"total_duration\": 2974.0, \"total_sessions\": 11, \"mean_week_duration\": 13.336}, \"69615\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-01-09 20:45:38.000000+00:00\", \"2020-10-30 10:34:00.000000+00:00\", \"2021-08-02 12:32:08.000000+00:00\", \"2021-12-04 12:37:15.000000+00:00\"], \"session_ids\": [\"75984057-2382-45a8-90ee-e336f178b0d2\", \"9883bfad-0dd5-4c62-82b3-290510dd8a15\", \"261248f3-5fe5-4c70-9ea4-a1c4b8e8cf53\", \"32a135fa-41c5-470f-bdb7-dc627c3b3438\"], \"total_duration\": 273.0, \"total_sessions\": 4, \"mean_week_duration\": 1.796}, \"29674\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-04-22 02:44:12.000000+00:00\", \"2020-01-17 06:24:33.000000+00:00\"], \"session_ids\": [\"78587824-70c5-4b88-92b0-a7f98f0c903d\", \"7167fa9b-0d49-4dc4-b32e-a8ce013949a5\"], \"total_duration\": 279.0, \"total_sessions\": 2, \"mean_week_duration\": 4.227}, \"46017\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-06-18 17:20:55.000000+00:00\", \"2023-03-07 17:05:55.000000+00:00\"], \"session_ids\": [\"2b1e374e-a3b7-4a86-805c-eec95fe7f927\", \"5313110a-71ee-4ada-bbe6-eb65702c3c17\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 1.421}, \"62036\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-12-03 23:27:59.000000+00:00\", \"2019-02-01 22:40:27.000000+00:00\"], \"session_ids\": [\"fa68b5c6-f5f0-4302-80a5-afeed14fcc5b\", \"51af373b-0efd-463e-9334-38d7191ca051\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.075}, \"78910\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-07-18 12:53:23.000000+00:00\", \"2023-01-12 09:58:58.000000+00:00\"], \"session_ids\": [\"db446f7f-9989-48b7-8234-0c1e30e90f9e\", \"e9691346-bb36-43ea-adac-2ad90fcd57af\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.104}, \"21387\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-05 14:30:31.000000+00:00\", \"2022-01-26 18:59:29.000000+00:00\"], \"session_ids\": [\"3bdc7e7a-a0f9-49f1-85ea-8b244d4c7e11\", \"01df3570-b4e6-4a27-b7c0-d11020faaf23\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 0.689}, \"78763\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-05-02 06:04:23.000000+00:00\", \"2022-07-26 09:54:10.000000+00:00\"], \"session_ids\": [\"68294a40-329f-4b85-b2e4-837abe69f873\", \"22852103-ea18-46c9-ab8f-7ab6fce8f42d\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.492}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are equal or less than 7 and are equal or greater than 30"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[7, 30]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"13467\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-07-14 06:21:03.000000+00:00\", \"2022-01-13 18:45:24.000000+00:00\", \"2022-02-05 21:45:48.000000+00:00\", \"2023-02-20 19:12:57.000000+00:00\"], \"session_ids\": [\"c45bdf3b-26fe-45ec-91f3-6986cc3e0bb2\", \"38c9600f-b206-4f87-b935-ff270683e63f\", \"a9f4e729-43c5-484f-81f8-807742087bea\", \"aaf39d5d-4633-4c26-9598-e265640fb4fe\"], \"total_duration\": 604.0, \"total_sessions\": 4, \"mean_week_duration\": 3.196}, \"69615\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-01-09 20:45:38.000000+00:00\", \"2020-10-30 10:34:00.000000+00:00\", \"2021-08-02 12:32:08.000000+00:00\", \"2021-12-04 12:37:15.000000+00:00\"], \"session_ids\": [\"75984057-2382-45a8-90ee-e336f178b0d2\", \"9883bfad-0dd5-4c62-82b3-290510dd8a15\", \"261248f3-5fe5-4c70-9ea4-a1c4b8e8cf53\", \"32a135fa-41c5-470f-bdb7-dc627c3b3438\"], \"total_duration\": 273.0, \"total_sessions\": 4, \"mean_week_duration\": 1.796}, \"29674\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-04-22 02:44:12.000000+00:00\", \"2020-01-17 06:24:33.000000+00:00\"], \"session_ids\": [\"78587824-70c5-4b88-92b0-a7f98f0c903d\", \"7167fa9b-0d49-4dc4-b32e-a8ce013949a5\"], \"total_duration\": 279.0, \"total_sessions\": 2, \"mean_week_duration\": 4.227}, \"46017\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-06-18 17:20:55.000000+00:00\", \"2023-03-07 17:05:55.000000+00:00\"], \"session_ids\": [\"2b1e374e-a3b7-4a86-805c-eec95fe7f927\", \"5313110a-71ee-4ada-bbe6-eb65702c3c17\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 1.421}, \"62036\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-12-03 23:27:59.000000+00:00\", \"2019-02-01 22:40:27.000000+00:00\"], \"session_ids\": [\"fa68b5c6-f5f0-4302-80a5-afeed14fcc5b\", \"51af373b-0efd-463e-9334-38d7191ca051\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.075}, \"78910\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-07-18 12:53:23.000000+00:00\", \"2023-01-12 09:58:58.000000+00:00\"], \"session_ids\": [\"db446f7f-9989-48b7-8234-0c1e30e90f9e\", \"e9691346-bb36-43ea-adac-2ad90fcd57af\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.104}, \"21387\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-05 14:30:31.000000+00:00\", \"2022-01-26 18:59:29.000000+00:00\"], \"session_ids\": [\"3bdc7e7a-a0f9-49f1-85ea-8b244d4c7e11\", \"01df3570-b4e6-4a27-b7c0-d11020faaf23\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 0.689}, \"78763\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-05-02 06:04:23.000000+00:00\", \"2022-07-26 09:54:10.000000+00:00\"], \"session_ids\": [\"68294a40-329f-4b85-b2e4-837abe69f873\", \"22852103-ea18-46c9-ab8f-7ab6fce8f42d\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.492}, \"52561\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-01-06 15:39:34.000000+00:00\", \"2022-11-16 18:52:50.000000+00:00\", \"2022-09-29 20:11:35.000000+00:00\", \"2022-08-04 05:15:26.000000+00:00\", \"2022-10-20 18:03:55.000000+00:00\"], \"session_ids\": [\"1fd8d3d3-f607-425b-8cbd-c95d4fa03c95\", \"d5442b51-040e-4759-be8b-3bac0e23b85e\", \"03d9706b-2729-4168-b663-4fb7a833233e\", \"d48bc77f-50f1-46b3-8cbc-8e141ce58032\", \"7f4a65da-05a2-4ccd-83a3-33ab64db2706\"], \"total_duration\": 2030.0, \"total_sessions\": 5, \"mean_week_duration\": 88.261}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"52561\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-01-06 15:39:34.000000+00:00\", \"2022-11-16 18:52:50.000000+00:00\", \"2022-09-29 20:11:35.000000+00:00\", \"2022-08-04 05:15:26.000000+00:00\", \"2022-10-20 18:03:55.000000+00:00\"], \"session_ids\": [\"1fd8d3d3-f607-425b-8cbd-c95d4fa03c95\", \"d5442b51-040e-4759-be8b-3bac0e23b85e\", \"03d9706b-2729-4168-b663-4fb7a833233e\", \"d48bc77f-50f1-46b3-8cbc-8e141ce58032\", \"7f4a65da-05a2-4ccd-83a3-33ab64db2706\"], \"total_duration\": 2030.0, \"total_sessions\": 5, \"mean_week_duration\": 88.261}}, {\"78910\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-07-18 12:53:23.000000+00:00\", \"2023-01-12 09:58:58.000000+00:00\"], \"session_ids\": [\"db446f7f-9989-48b7-8234-0c1e30e90f9e\", \"e9691346-bb36-43ea-adac-2ad90fcd57af\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.104}}, {\"21387\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-05 14:30:31.000000+00:00\", \"2022-01-26 18:59:29.000000+00:00\"], \"session_ids\": [\"3bdc7e7a-a0f9-49f1-85ea-8b244d4c7e11\", \"01df3570-b4e6-4a27-b7c0-d11020faaf23\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 0.689}}, {\"69615\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-01-09 20:45:38.000000+00:00\", \"2020-10-30 10:34:00.000000+00:00\", \"2021-08-02 12:32:08.000000+00:00\", \"2021-12-04 12:37:15.000000+00:00\"], \"session_ids\": [\"75984057-2382-45a8-90ee-e336f178b0d2\", \"9883bfad-0dd5-4c62-82b3-290510dd8a15\", \"261248f3-5fe5-4c70-9ea4-a1c4b8e8cf53\", \"32a135fa-41c5-470f-bdb7-dc627c3b3438\"], \"total_duration\": 273.0, \"total_sessions\": 4, \"mean_week_duration\": 1.796}}, {\"13467\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-07-14 06:21:03.000000+00:00\", \"2022-01-13 18:45:24.000000+00:00\", \"2022-02-05 21:45:48.000000+00:00\", \"2023-02-20 19:12:57.000000+00:00\"], \"session_ids\": [\"c45bdf3b-26fe-45ec-91f3-6986cc3e0bb2\", \"38c9600f-b206-4f87-b935-ff270683e63f\", \"a9f4e729-43c5-484f-81f8-807742087bea\", \"aaf39d5d-4633-4c26-9598-e265640fb4fe\"], \"total_duration\": 604.0, \"total_sessions\": 4, \"mean_week_duration\": 3.196}}, {\"29674\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-04-22 02:44:12.000000+00:00\", \"2020-01-17 06:24:33.000000+00:00\"], \"session_ids\": [\"78587824-70c5-4b88-92b0-a7f98f0c903d\", \"7167fa9b-0d49-4dc4-b32e-a8ce013949a5\"], \"total_duration\": 279.0, \"total_sessions\": 2, \"mean_week_duration\": 4.227}}, {\"78763\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-05-02 06:04:23.000000+00:00\", \"2022-07-26 09:54:10.000000+00:00\"], \"session_ids\": [\"68294a40-329f-4b85-b2e4-837abe69f873\", \"22852103-ea18-46c9-ab8f-7ab6fce8f42d\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.492}}, {\"46017\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-06-18 17:20:55.000000+00:00\", \"2023-03-07 17:05:55.000000+00:00\"], \"session_ids\": [\"2b1e374e-a3b7-4a86-805c-eec95fe7f927\", \"5313110a-71ee-4ada-bbe6-eb65702c3c17\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 1.421}}, {\"62036\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-12-03 23:27:59.000000+00:00\", \"2019-02-01 22:40:27.000000+00:00\"], \"session_ids\": [\"fa68b5c6-f5f0-4302-80a5-afeed14fcc5b\", \"51af373b-0efd-463e-9334-38d7191ca051\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.075}}]\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[{\"52561\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-01-06 15:39:34.000000+00:00\", \"2022-11-16 18:52:50.000000+00:00\", \"2022-09-29 20:11:35.000000+00:00\", \"2022-08-04 05:15:26.000000+00:00\", \"2022-10-20 18:03:55.000000+00:00\"], \"session_ids\": [\"1fd8d3d3-f607-425b-8cbd-c95d4fa03c95\", \"d5442b51-040e-4759-be8b-3bac0e23b85e\", \"03d9706b-2729-4168-b663-4fb7a833233e\", \"d48bc77f-50f1-46b3-8cbc-8e141ce58032\", \"7f4a65da-05a2-4ccd-83a3-33ab64db2706\"], \"total_duration\": 2030.0, \"total_sessions\": 5, \"mean_week_duration\": 88.261}}, {\"78910\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-07-18 12:53:23.000000+00:00\", \"2023-01-12 09:58:58.000000+00:00\"], \"session_ids\": [\"db446f7f-9989-48b7-8234-0c1e30e90f9e\", \"e9691346-bb36-43ea-adac-2ad90fcd57af\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.104}}, {\"21387\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-05 14:30:31.000000+00:00\", \"2022-01-26 18:59:29.000000+00:00\"], \"session_ids\": [\"3bdc7e7a-a0f9-49f1-85ea-8b244d4c7e11\", \"01df3570-b4e6-4a27-b7c0-d11020faaf23\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 0.689}}, {\"69615\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-01-09 20:45:38.000000+00:00\", \"2020-10-30 10:34:00.000000+00:00\", \"2021-08-02 12:32:08.000000+00:00\", \"2021-12-04 12:37:15.000000+00:00\"], \"session_ids\": [\"75984057-2382-45a8-90ee-e336f178b0d2\", \"9883bfad-0dd5-4c62-82b3-290510dd8a15\", \"261248f3-5fe5-4c70-9ea4-a1c4b8e8cf53\", \"32a135fa-41c5-470f-bdb7-dc627c3b3438\"], \"total_duration\": 273.0, \"total_sessions\": 4, \"mean_week_duration\": 1.796}}]\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[{\"52561\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-01-06 15:39:34.000000+00:00\", \"2022-11-16 18:52:50.000000+00:00\", \"2022-09-29 20:11:35.000000+00:00\", \"2022-08-04 05:15:26.000000+00:00\", \"2022-10-20 18:03:55.000000+00:00\"], \"session_ids\": [\"1fd8d3d3-f607-425b-8cbd-c95d4fa03c95\", \"d5442b51-040e-4759-be8b-3bac0e23b85e\", \"03d9706b-2729-4168-b663-4fb7a833233e\", \"d48bc77f-50f1-46b3-8cbc-8e141ce58032\", \"7f4a65da-05a2-4ccd-83a3-33ab64db2706\"], \"total_duration\": 2030.0, \"total_sessions\": 5, \"mean_week_duration\": 88.261}}, {\"78910\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-07-18 12:53:23.000000+00:00\", \"2023-01-12 09:58:58.000000+00:00\"], \"session_ids\": [\"db446f7f-9989-48b7-8234-0c1e30e90f9e\", \"e9691346-bb36-43ea-adac-2ad90fcd57af\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.104}}, {\"21387\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-05 14:30:31.000000+00:00\", \"2022-01-26 18:59:29.000000+00:00\"], \"session_ids\": [\"3bdc7e7a-a0f9-49f1-85ea-8b244d4c7e11\", \"01df3570-b4e6-4a27-b7c0-d11020faaf23\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 0.689}}, {\"69615\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-01-09 20:45:38.000000+00:00\", \"2020-10-30 10:34:00.000000+00:00\", \"2021-08-02 12:32:08.000000+00:00\", \"2021-12-04 12:37:15.000000+00:00\"], \"session_ids\": [\"75984057-2382-45a8-90ee-e336f178b0d2\", \"9883bfad-0dd5-4c62-82b3-290510dd8a15\", \"261248f3-5fe5-4c70-9ea4-a1c4b8e8cf53\", \"32a135fa-41c5-470f-bdb7-dc627c3b3438\"], \"total_duration\": 273.0, \"total_sessions\": 4, \"mean_week_duration\": 1.796}}]\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 overall total duration that is above 4254 and below 1224, exclusive 4254 additionaly sort by total sessoins count from the smallest to the largest plus keep only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"68438\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-05-08 21:14:40.000000+00:00\", \"2020-05-30 13:50:40.000000+00:00\"], \"session_ids\": [\"1677a4f2-f885-45f9-98d1-5f0169827e99\", \"de4cd85a-b5f2-41bf-9183-6cb9a658b85b\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 5.388}, \"70331\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-07-03 06:54:38.000000+00:00\", \"2020-04-26 17:46:06.000000+00:00\", \"2020-07-14 05:46:48.000000+00:00\", \"2023-03-13 10:41:27.000000+00:00\", \"2023-01-07 03:59:53.000000+00:00\", \"2019-02-24 02:01:05.000000+00:00\"], \"session_ids\": [\"e49917f5-f60c-43f9-8628-95d88d8f94d4\", \"fa3ec86c-db26-491b-b0cc-b619ad8964d2\", \"e2e5594f-e76a-40a7-a2cc-4f8b0bf34406\", \"59a413f1-d533-4b91-81b4-730f37150ee0\", \"f0ad51f9-08e3-4e33-bd62-d716ee50411e\", \"6ed629db-9035-4cbd-9fd0-1ef4a277b5cb\"], \"total_duration\": 112.0, \"total_sessions\": 6, \"mean_week_duration\": 0.528}, \"18662\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-10-16 20:00:11.000000+00:00\", \"2021-12-31 10:34:19.000000+00:00\", \"2023-01-09 07:05:55.000000+00:00\", \"2021-07-30 16:50:29.000000+00:00\", \"2021-05-16 12:07:07.000000+00:00\", \"2023-03-01 17:43:34.000000+00:00\", \"2023-01-19 01:03:08.000000+00:00\", \"2022-01-13 00:22:25.000000+00:00\", \"2022-07-20 22:55:55.000000+00:00\"], \"session_ids\": [\"2f63e56c-f747-4171-8053-7ace5478cfe0\", \"aa71c130-0a58-4ce6-abbd-0c0060c53fe2\", \"e5197b98-fd75-47c5-9869-bd1620fd523d\", \"64599d49-7427-4d9b-acc0-cae01347466d\", \"9d237e73-f2be-412b-b233-799377dad645\", \"488876c2-3c88-48a1-8f1c-0716a28703f5\", \"4e7cceb2-10ae-4e39-b74c-7bf135b48eb6\", \"aedb863e-a526-415c-a078-3eea6d16ce3d\", \"5029c0e3-4703-4c83-a20d-83f193e80069\"], \"total_duration\": 500.0, \"total_sessions\": 9, \"mean_week_duration\": 5.319}, \"88738\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-01-28 12:21:58.000000+00:00\", \"2021-09-27 23:32:28.000000+00:00\", \"2019-02-07 02:03:42.000000+00:00\", \"2022-04-04 07:41:44.000000+00:00\", \"2022-03-24 09:31:55.000000+00:00\"], \"session_ids\": [\"814c6433-0578-45af-9cf8-f67e763f5034\", \"fc805b57-207f-4489-8747-993d84ca3001\", \"a52ee8f3-1903-4336-b5be-ef6e6448360f\", \"6f8ddc60-921a-475e-9f17-bebb93a35333\", \"748463a9-4099-4fb6-be1d-f666d02220bf\"], \"total_duration\": 107.0, \"total_sessions\": 5, \"mean_week_duration\": 0.514}, \"88463\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-05-13 15:06:53.000000+00:00\", \"2021-01-15 03:05:57.000000+00:00\", \"2023-01-29 13:25:57.000000+00:00\", \"2019-10-14 20:45:57.000000+00:00\", \"2022-10-05 09:32:10.000000+00:00\"], \"session_ids\": [\"f28bef52-6691-45b1-bd69-71a0760b73ef\", \"28ee5daa-cb6e-4d1e-8c76-1bdf6d864f66\", \"3c13b300-cca5-4533-b175-35b024965a24\", \"b9914799-42a6-488a-8ea4-ec9160ef38d4\", \"ba109a40-a1f3-450f-a9f3-8cf1217d26c2\"], \"total_duration\": 121.0, \"total_sessions\": 5, \"mean_week_duration\": 0.703}, \"93307\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-04-29 17:30:01.000000+00:00\", \"2023-02-12 08:23:56.000000+00:00\", \"2021-11-27 09:24:28.000000+00:00\", \"2022-12-31 14:26:38.000000+00:00\", \"2021-07-28 23:46:36.000000+00:00\", \"2022-07-31 11:17:10.000000+00:00\"], \"session_ids\": [\"9fce0fe3-d3ac-4847-b70f-de63f514dc2d\", \"c05a1c78-ffd2-4d3e-a7f2-35b309e447cc\", \"a295deec-c9cf-4e4b-a9ab-12dfa1babc8d\", \"04111a07-9355-474a-b040-3a0d03ad9682\", \"89828dda-4c68-4120-94ca-d92a5c9df7ad\", \"508b3fdb-8d79-499d-8fe3-d35a441d97f7\"], \"total_duration\": 134.0, \"total_sessions\": 6, \"mean_week_duration\": 1.654}, \"63401\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-02-04 20:11:01.000000+00:00\", \"2023-02-03 22:21:24.000000+00:00\", \"2019-02-17 00:49:55.000000+00:00\", \"2021-06-08 07:55:59.000000+00:00\", \"2020-04-16 06:17:04.000000+00:00\", \"2020-08-15 01:19:20.000000+00:00\", \"2023-02-09 00:32:52.000000+00:00\", \"2023-03-19 03:53:07.000000+00:00\", \"2019-10-30 03:03:53.000000+00:00\"], \"session_ids\": [\"d81cff1d-9f34-40cc-a30c-3336dc91842c\", \"518f7d54-71ff-4ecb-97e8-a7eb8a0ca8a1\", \"20f38f55-9f27-4f47-b2b1-652d382aa303\", \"e9315306-0239-4911-9d26-ecec411b631d\", \"48342944-8479-4036-bba8-59d408d40a4b\", \"22e82b42-7be1-45ac-98b6-0739a8a007bb\", \"834e16ee-4b1f-40b3-8e76-f1418d18f593\", \"20f21fbb-8c6a-45f9-8364-f08d85691451\", \"91dc2a54-07cf-481d-a6a4-2212cc8f2968\"], \"total_duration\": 12315.0, \"total_sessions\": 9, \"mean_week_duration\": 57.817}, \"93204\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-08-24 13:31:50.000000+00:00\", \"2021-04-05 08:37:18.000000+00:00\"], \"session_ids\": [\"60c06ff0-2b44-4da7-a494-12db41fbe92d\", \"3ab10cac-31d1-4c4d-b88f-277c8cd744d7\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 5.19}, \"47717\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-13 23:57:16.000000+00:00\", \"2020-05-02 02:01:56.000000+00:00\", \"2020-05-21 17:55:45.000000+00:00\"], \"session_ids\": [\"9483e047-767e-4fcc-97dc-688a5798be7e\", \"2e563ebc-df88-40d1-b9c8-455690b8e44f\", \"00853c6e-adb7-4bd4-ab62-baf444dca560\"], \"total_duration\": 650.0, \"total_sessions\": 3, \"mean_week_duration\": 4.61}, \"44966\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-10-26 15:56:34.000000+00:00\", \"2021-05-30 20:25:38.000000+00:00\", \"2021-01-28 14:16:25.000000+00:00\", \"2021-02-20 16:35:14.000000+00:00\", \"2022-03-09 21:35:31.000000+00:00\", \"2020-02-29 10:49:21.000000+00:00\", \"2021-06-16 17:20:33.000000+00:00\", \"2020-05-30 23:49:52.000000+00:00\"], \"session_ids\": [\"9d6f3c04-28e0-4cd7-b897-799f650c3e0f\", \"3b37cd6a-8993-4635-80bc-9a5b7a943b84\", \"b2086b25-e383-430d-82b4-e4d9a6ed265f\", \"ae387e92-24b4-4606-8912-bd2f28941ecd\", \"160f2440-f3f6-46b5-8591-36265264ea69\", \"91d0f6d5-56bf-4d12-ac03-634b408fb6d1\", \"a90ce22f-af80-48d5-b536-b8e497579be4\", \"65bb7376-8ee0-44ec-b1b9-019a08abfabb\"], \"total_duration\": 2985.0, \"total_sessions\": 8, \"mean_week_duration\": 28.16}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or less than 1224 and are greater than 4254"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_duration\": [[1224, 4254]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"68438\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-05-08 21:14:40.000000+00:00\", \"2020-05-30 13:50:40.000000+00:00\"], \"session_ids\": [\"1677a4f2-f885-45f9-98d1-5f0169827e99\", \"de4cd85a-b5f2-41bf-9183-6cb9a658b85b\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 5.388}, \"70331\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-07-03 06:54:38.000000+00:00\", \"2020-04-26 17:46:06.000000+00:00\", \"2020-07-14 05:46:48.000000+00:00\", \"2023-03-13 10:41:27.000000+00:00\", \"2023-01-07 03:59:53.000000+00:00\", \"2019-02-24 02:01:05.000000+00:00\"], \"session_ids\": [\"e49917f5-f60c-43f9-8628-95d88d8f94d4\", \"fa3ec86c-db26-491b-b0cc-b619ad8964d2\", \"e2e5594f-e76a-40a7-a2cc-4f8b0bf34406\", \"59a413f1-d533-4b91-81b4-730f37150ee0\", \"f0ad51f9-08e3-4e33-bd62-d716ee50411e\", \"6ed629db-9035-4cbd-9fd0-1ef4a277b5cb\"], \"total_duration\": 112.0, \"total_sessions\": 6, \"mean_week_duration\": 0.528}, \"18662\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-10-16 20:00:11.000000+00:00\", \"2021-12-31 10:34:19.000000+00:00\", \"2023-01-09 07:05:55.000000+00:00\", \"2021-07-30 16:50:29.000000+00:00\", \"2021-05-16 12:07:07.000000+00:00\", \"2023-03-01 17:43:34.000000+00:00\", \"2023-01-19 01:03:08.000000+00:00\", \"2022-01-13 00:22:25.000000+00:00\", \"2022-07-20 22:55:55.000000+00:00\"], \"session_ids\": [\"2f63e56c-f747-4171-8053-7ace5478cfe0\", \"aa71c130-0a58-4ce6-abbd-0c0060c53fe2\", \"e5197b98-fd75-47c5-9869-bd1620fd523d\", \"64599d49-7427-4d9b-acc0-cae01347466d\", \"9d237e73-f2be-412b-b233-799377dad645\", \"488876c2-3c88-48a1-8f1c-0716a28703f5\", \"4e7cceb2-10ae-4e39-b74c-7bf135b48eb6\", \"aedb863e-a526-415c-a078-3eea6d16ce3d\", \"5029c0e3-4703-4c83-a20d-83f193e80069\"], \"total_duration\": 500.0, \"total_sessions\": 9, \"mean_week_duration\": 5.319}, \"88738\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-01-28 12:21:58.000000+00:00\", \"2021-09-27 23:32:28.000000+00:00\", \"2019-02-07 02:03:42.000000+00:00\", \"2022-04-04 07:41:44.000000+00:00\", \"2022-03-24 09:31:55.000000+00:00\"], \"session_ids\": [\"814c6433-0578-45af-9cf8-f67e763f5034\", \"fc805b57-207f-4489-8747-993d84ca3001\", \"a52ee8f3-1903-4336-b5be-ef6e6448360f\", \"6f8ddc60-921a-475e-9f17-bebb93a35333\", \"748463a9-4099-4fb6-be1d-f666d02220bf\"], \"total_duration\": 107.0, \"total_sessions\": 5, \"mean_week_duration\": 0.514}, \"88463\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-05-13 15:06:53.000000+00:00\", \"2021-01-15 03:05:57.000000+00:00\", \"2023-01-29 13:25:57.000000+00:00\", \"2019-10-14 20:45:57.000000+00:00\", \"2022-10-05 09:32:10.000000+00:00\"], \"session_ids\": [\"f28bef52-6691-45b1-bd69-71a0760b73ef\", \"28ee5daa-cb6e-4d1e-8c76-1bdf6d864f66\", \"3c13b300-cca5-4533-b175-35b024965a24\", \"b9914799-42a6-488a-8ea4-ec9160ef38d4\", \"ba109a40-a1f3-450f-a9f3-8cf1217d26c2\"], \"total_duration\": 121.0, \"total_sessions\": 5, \"mean_week_duration\": 0.703}, \"93307\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-04-29 17:30:01.000000+00:00\", \"2023-02-12 08:23:56.000000+00:00\", \"2021-11-27 09:24:28.000000+00:00\", \"2022-12-31 14:26:38.000000+00:00\", \"2021-07-28 23:46:36.000000+00:00\", \"2022-07-31 11:17:10.000000+00:00\"], \"session_ids\": [\"9fce0fe3-d3ac-4847-b70f-de63f514dc2d\", \"c05a1c78-ffd2-4d3e-a7f2-35b309e447cc\", \"a295deec-c9cf-4e4b-a9ab-12dfa1babc8d\", \"04111a07-9355-474a-b040-3a0d03ad9682\", \"89828dda-4c68-4120-94ca-d92a5c9df7ad\", \"508b3fdb-8d79-499d-8fe3-d35a441d97f7\"], \"total_duration\": 134.0, \"total_sessions\": 6, \"mean_week_duration\": 1.654}, \"93204\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-08-24 13:31:50.000000+00:00\", \"2021-04-05 08:37:18.000000+00:00\"], \"session_ids\": [\"60c06ff0-2b44-4da7-a494-12db41fbe92d\", \"3ab10cac-31d1-4c4d-b88f-277c8cd744d7\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 5.19}, \"47717\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-13 23:57:16.000000+00:00\", \"2020-05-02 02:01:56.000000+00:00\", \"2020-05-21 17:55:45.000000+00:00\"], \"session_ids\": [\"9483e047-767e-4fcc-97dc-688a5798be7e\", \"2e563ebc-df88-40d1-b9c8-455690b8e44f\", \"00853c6e-adb7-4bd4-ab62-baf444dca560\"], \"total_duration\": 650.0, \"total_sessions\": 3, \"mean_week_duration\": 4.61}, \"63401\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-02-04 20:11:01.000000+00:00\", \"2023-02-03 22:21:24.000000+00:00\", \"2019-02-17 00:49:55.000000+00:00\", \"2021-06-08 07:55:59.000000+00:00\", \"2020-04-16 06:17:04.000000+00:00\", \"2020-08-15 01:19:20.000000+00:00\", \"2023-02-09 00:32:52.000000+00:00\", \"2023-03-19 03:53:07.000000+00:00\", \"2019-10-30 03:03:53.000000+00:00\"], \"session_ids\": [\"d81cff1d-9f34-40cc-a30c-3336dc91842c\", \"518f7d54-71ff-4ecb-97e8-a7eb8a0ca8a1\", \"20f38f55-9f27-4f47-b2b1-652d382aa303\", \"e9315306-0239-4911-9d26-ecec411b631d\", \"48342944-8479-4036-bba8-59d408d40a4b\", \"22e82b42-7be1-45ac-98b6-0739a8a007bb\", \"834e16ee-4b1f-40b3-8e76-f1418d18f593\", \"20f21fbb-8c6a-45f9-8364-f08d85691451\", \"91dc2a54-07cf-481d-a6a4-2212cc8f2968\"], \"total_duration\": 12315.0, \"total_sessions\": 9, \"mean_week_duration\": 57.817}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_sessions"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"68438\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-05-08 21:14:40.000000+00:00\", \"2020-05-30 13:50:40.000000+00:00\"], \"session_ids\": [\"1677a4f2-f885-45f9-98d1-5f0169827e99\", \"de4cd85a-b5f2-41bf-9183-6cb9a658b85b\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 5.388}}, {\"93204\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-08-24 13:31:50.000000+00:00\", \"2021-04-05 08:37:18.000000+00:00\"], \"session_ids\": [\"60c06ff0-2b44-4da7-a494-12db41fbe92d\", \"3ab10cac-31d1-4c4d-b88f-277c8cd744d7\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 5.19}}, {\"47717\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-13 23:57:16.000000+00:00\", \"2020-05-02 02:01:56.000000+00:00\", \"2020-05-21 17:55:45.000000+00:00\"], \"session_ids\": [\"9483e047-767e-4fcc-97dc-688a5798be7e\", \"2e563ebc-df88-40d1-b9c8-455690b8e44f\", \"00853c6e-adb7-4bd4-ab62-baf444dca560\"], \"total_duration\": 650.0, \"total_sessions\": 3, \"mean_week_duration\": 4.61}}, {\"88738\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-01-28 12:21:58.000000+00:00\", \"2021-09-27 23:32:28.000000+00:00\", \"2019-02-07 02:03:42.000000+00:00\", \"2022-04-04 07:41:44.000000+00:00\", \"2022-03-24 09:31:55.000000+00:00\"], \"session_ids\": [\"814c6433-0578-45af-9cf8-f67e763f5034\", \"fc805b57-207f-4489-8747-993d84ca3001\", \"a52ee8f3-1903-4336-b5be-ef6e6448360f\", \"6f8ddc60-921a-475e-9f17-bebb93a35333\", \"748463a9-4099-4fb6-be1d-f666d02220bf\"], \"total_duration\": 107.0, \"total_sessions\": 5, \"mean_week_duration\": 0.514}}, {\"88463\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-05-13 15:06:53.000000+00:00\", \"2021-01-15 03:05:57.000000+00:00\", \"2023-01-29 13:25:57.000000+00:00\", \"2019-10-14 20:45:57.000000+00:00\", \"2022-10-05 09:32:10.000000+00:00\"], \"session_ids\": [\"f28bef52-6691-45b1-bd69-71a0760b73ef\", \"28ee5daa-cb6e-4d1e-8c76-1bdf6d864f66\", \"3c13b300-cca5-4533-b175-35b024965a24\", \"b9914799-42a6-488a-8ea4-ec9160ef38d4\", \"ba109a40-a1f3-450f-a9f3-8cf1217d26c2\"], \"total_duration\": 121.0, \"total_sessions\": 5, \"mean_week_duration\": 0.703}}, {\"70331\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-07-03 06:54:38.000000+00:00\", \"2020-04-26 17:46:06.000000+00:00\", \"2020-07-14 05:46:48.000000+00:00\", \"2023-03-13 10:41:27.000000+00:00\", \"2023-01-07 03:59:53.000000+00:00\", \"2019-02-24 02:01:05.000000+00:00\"], \"session_ids\": [\"e49917f5-f60c-43f9-8628-95d88d8f94d4\", \"fa3ec86c-db26-491b-b0cc-b619ad8964d2\", \"e2e5594f-e76a-40a7-a2cc-4f8b0bf34406\", \"59a413f1-d533-4b91-81b4-730f37150ee0\", \"f0ad51f9-08e3-4e33-bd62-d716ee50411e\", \"6ed629db-9035-4cbd-9fd0-1ef4a277b5cb\"], \"total_duration\": 112.0, \"total_sessions\": 6, \"mean_week_duration\": 0.528}}, {\"93307\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-04-29 17:30:01.000000+00:00\", \"2023-02-12 08:23:56.000000+00:00\", \"2021-11-27 09:24:28.000000+00:00\", \"2022-12-31 14:26:38.000000+00:00\", \"2021-07-28 23:46:36.000000+00:00\", \"2022-07-31 11:17:10.000000+00:00\"], \"session_ids\": [\"9fce0fe3-d3ac-4847-b70f-de63f514dc2d\", \"c05a1c78-ffd2-4d3e-a7f2-35b309e447cc\", \"a295deec-c9cf-4e4b-a9ab-12dfa1babc8d\", \"04111a07-9355-474a-b040-3a0d03ad9682\", \"89828dda-4c68-4120-94ca-d92a5c9df7ad\", \"508b3fdb-8d79-499d-8fe3-d35a441d97f7\"], \"total_duration\": 134.0, \"total_sessions\": 6, \"mean_week_duration\": 1.654}}, {\"18662\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-10-16 20:00:11.000000+00:00\", \"2021-12-31 10:34:19.000000+00:00\", \"2023-01-09 07:05:55.000000+00:00\", \"2021-07-30 16:50:29.000000+00:00\", \"2021-05-16 12:07:07.000000+00:00\", \"2023-03-01 17:43:34.000000+00:00\", \"2023-01-19 01:03:08.000000+00:00\", \"2022-01-13 00:22:25.000000+00:00\", \"2022-07-20 22:55:55.000000+00:00\"], \"session_ids\": [\"2f63e56c-f747-4171-8053-7ace5478cfe0\", \"aa71c130-0a58-4ce6-abbd-0c0060c53fe2\", \"e5197b98-fd75-47c5-9869-bd1620fd523d\", \"64599d49-7427-4d9b-acc0-cae01347466d\", \"9d237e73-f2be-412b-b233-799377dad645\", \"488876c2-3c88-48a1-8f1c-0716a28703f5\", \"4e7cceb2-10ae-4e39-b74c-7bf135b48eb6\", \"aedb863e-a526-415c-a078-3eea6d16ce3d\", \"5029c0e3-4703-4c83-a20d-83f193e80069\"], \"total_duration\": 500.0, \"total_sessions\": 9, \"mean_week_duration\": 5.319}}, {\"63401\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-02-04 20:11:01.000000+00:00\", \"2023-02-03 22:21:24.000000+00:00\", \"2019-02-17 00:49:55.000000+00:00\", \"2021-06-08 07:55:59.000000+00:00\", \"2020-04-16 06:17:04.000000+00:00\", \"2020-08-15 01:19:20.000000+00:00\", \"2023-02-09 00:32:52.000000+00:00\", \"2023-03-19 03:53:07.000000+00:00\", \"2019-10-30 03:03:53.000000+00:00\"], \"session_ids\": [\"d81cff1d-9f34-40cc-a30c-3336dc91842c\", \"518f7d54-71ff-4ecb-97e8-a7eb8a0ca8a1\", \"20f38f55-9f27-4f47-b2b1-652d382aa303\", \"e9315306-0239-4911-9d26-ecec411b631d\", \"48342944-8479-4036-bba8-59d408d40a4b\", \"22e82b42-7be1-45ac-98b6-0739a8a007bb\", \"834e16ee-4b1f-40b3-8e76-f1418d18f593\", \"20f21fbb-8c6a-45f9-8364-f08d85691451\", \"91dc2a54-07cf-481d-a6a4-2212cc8f2968\"], \"total_duration\": 12315.0, \"total_sessions\": 9, \"mean_week_duration\": 57.817}}]\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[{\"68438\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-05-08 21:14:40.000000+00:00\", \"2020-05-30 13:50:40.000000+00:00\"], \"session_ids\": [\"1677a4f2-f885-45f9-98d1-5f0169827e99\", \"de4cd85a-b5f2-41bf-9183-6cb9a658b85b\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 5.388}}, {\"93204\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-08-24 13:31:50.000000+00:00\", \"2021-04-05 08:37:18.000000+00:00\"], \"session_ids\": [\"60c06ff0-2b44-4da7-a494-12db41fbe92d\", \"3ab10cac-31d1-4c4d-b88f-277c8cd744d7\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 5.19}}]\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[{\"68438\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-05-08 21:14:40.000000+00:00\", \"2020-05-30 13:50:40.000000+00:00\"], \"session_ids\": [\"1677a4f2-f885-45f9-98d1-5f0169827e99\", \"de4cd85a-b5f2-41bf-9183-6cb9a658b85b\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 5.388}}, {\"93204\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-08-24 13:31:50.000000+00:00\", \"2021-04-05 08:37:18.000000+00:00\"], \"session_ids\": [\"60c06ff0-2b44-4da7-a494-12db41fbe92d\", \"3ab10cac-31d1-4c4d-b88f-277c8cd744d7\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 5.19}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me users whose duration summation is strictly smaller than 982 and bigger than 3372 and carry out sorting by app usage time per week form the highest to the lowest."
}
] |
[
{
"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{\"52602\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-06-08 14:06:56.000000+00:00\", \"2020-11-22 22:43:44.000000+00:00\", \"2022-08-05 06:53:13.000000+00:00\", \"2021-04-15 15:28:37.000000+00:00\", \"2021-09-07 18:19:24.000000+00:00\", \"2023-04-15 19:10:31.000000+00:00\", \"2023-02-17 00:04:27.000000+00:00\", \"2020-02-17 07:09:01.000000+00:00\", \"2020-05-17 19:18:57.000000+00:00\"], \"session_ids\": [\"c0e4b8b8-2e4b-493b-8722-a6fc35e31dd2\", \"af153998-be77-4837-88d7-d9f7b572fe80\", \"3ac7dd5f-430d-4a51-bbad-be673a6a979c\", \"7fe1a0bb-2bbd-4225-b30f-0924b2cc2afd\", \"c2e00c7d-cbc9-43fb-a6cc-eaad64f1a228\", \"8793d0d4-e538-4ee8-a749-b6bfaa63db1d\", \"0604d886-acf7-4a34-b01b-39b1c45de3ff\", \"f90dc89d-e266-4d4d-bd17-0a5be1aaba43\", \"140ee7c8-b36a-4b77-ad01-ec65ae2d45a7\"], \"total_duration\": 21334.0, \"total_sessions\": 9, \"mean_week_duration\": 129.297}, \"70689\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-08-03 20:02:45.000000+00:00\", \"2020-07-01 17:01:56.000000+00:00\"], \"session_ids\": [\"48c78b28-f175-40b6-8a84-a2387e314c16\", \"371e7617-64f5-4895-a9f9-68582ac40eac\"], \"total_duration\": 193.0, \"total_sessions\": 2, \"mean_week_duration\": 3.386}, \"73816\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-05-31 03:37:27.000000+00:00\", \"2020-06-07 06:20:44.000000+00:00\", \"2019-10-31 18:43:05.000000+00:00\"], \"session_ids\": [\"5f2b4e0c-3bf7-44dc-ba74-4797d55e3aa2\", \"fde7bf88-ee42-41be-942d-f6665751e121\", \"ee916efa-b80e-425c-bb97-927295e74d49\"], \"total_duration\": 545.0, \"total_sessions\": 3, \"mean_week_duration\": 10.093}, \"79014\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-03-02 13:58:25.000000+00:00\", \"2022-12-06 12:20:20.000000+00:00\"], \"session_ids\": [\"a68cf46f-060a-4d79-8859-b701e7f25dd4\", \"45ef1f7c-7243-4238-84d6-a74469b72fc9\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 0.729}, \"99698\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-08-29 14:50:04.000000+00:00\", \"2019-11-08 12:51:59.000000+00:00\"], \"session_ids\": [\"e77dd320-b97d-49dc-a6f4-3890bb558e0b\", \"bfc9ac89-b768-4dde-9dc4-3f9a9ea0af1f\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 1.032}, \"38105\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-03-07 04:25:18.000000+00:00\", \"2019-01-19 17:13:25.000000+00:00\", \"2021-08-11 09:44:05.000000+00:00\"], \"session_ids\": [\"325eb70c-3f74-4e22-9303-7387d16a74e7\", \"3e214ca3-0a84-4c24-a9c9-b78fd15abff9\", \"17f32b96-3789-494f-9bfe-4b72ebde1a0d\"], \"total_duration\": 32.0, \"total_sessions\": 3, \"mean_week_duration\": 0.239}, \"66124\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-04-04 13:05:01.000000+00:00\", \"2021-12-17 07:24:52.000000+00:00\", \"2019-11-02 16:19:18.000000+00:00\"], \"session_ids\": [\"b23ec507-d63a-4911-a21d-0b6ff23ea523\", \"48490d1b-8bbd-4cc2-bb2c-3f6b3eb8d940\", \"532d1da7-38ee-4860-8278-8ddbed039a9c\"], \"total_duration\": 1019.0, \"total_sessions\": 3, \"mean_week_duration\": 9.18}, \"77796\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-03-18 23:01:11.000000+00:00\", \"2021-03-11 14:50:35.000000+00:00\"], \"session_ids\": [\"1e1c3a20-0d6a-4913-92e3-e1694b0292a2\", \"24ca1586-de51-4a7d-b37d-ae41d1ebe338\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.815}, \"8130\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-05-06 22:13:44.000000+00:00\", \"2021-07-27 10:53:40.000000+00:00\", \"2019-07-11 06:32:12.000000+00:00\", \"2022-12-17 19:04:37.000000+00:00\", \"2019-05-29 18:16:52.000000+00:00\"], \"session_ids\": [\"d294ae9b-2d1b-4cac-ba3d-1b7ba95f4f11\", \"b22fc59e-4618-44bc-b02e-33118471f510\", \"d89eb06d-c9ec-448c-a078-5163efe7302c\", \"0f01fed3-3372-4d82-b32c-c950c6add423\", \"475e4f9d-c8c2-4803-943b-2af7b3a365af\"], \"total_duration\": 390.0, \"total_sessions\": 5, \"mean_week_duration\": 2.097}, \"15805\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2019-07-12 18:08:58.000000+00:00\", \"2020-11-09 06:08:15.000000+00:00\", \"2019-07-03 02:23:07.000000+00:00\"], \"session_ids\": [\"2dc42d7c-2ce1-4e4a-82a8-577204d24b37\", \"5ba0f5a2-4ad2-4ac7-af28-cc44b45f62ee\", \"c0da152b-a683-41d0-8830-448014895f63\"], \"total_duration\": 495.0, \"total_sessions\": 3, \"mean_week_duration\": 6.972}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are less than 982 and are equal or greater than 3372"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_duration\": [[982, 3372]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"70689\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-08-03 20:02:45.000000+00:00\", \"2020-07-01 17:01:56.000000+00:00\"], \"session_ids\": [\"48c78b28-f175-40b6-8a84-a2387e314c16\", \"371e7617-64f5-4895-a9f9-68582ac40eac\"], \"total_duration\": 193.0, \"total_sessions\": 2, \"mean_week_duration\": 3.386}, \"73816\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-05-31 03:37:27.000000+00:00\", \"2020-06-07 06:20:44.000000+00:00\", \"2019-10-31 18:43:05.000000+00:00\"], \"session_ids\": [\"5f2b4e0c-3bf7-44dc-ba74-4797d55e3aa2\", \"fde7bf88-ee42-41be-942d-f6665751e121\", \"ee916efa-b80e-425c-bb97-927295e74d49\"], \"total_duration\": 545.0, \"total_sessions\": 3, \"mean_week_duration\": 10.093}, \"79014\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-03-02 13:58:25.000000+00:00\", \"2022-12-06 12:20:20.000000+00:00\"], \"session_ids\": [\"a68cf46f-060a-4d79-8859-b701e7f25dd4\", \"45ef1f7c-7243-4238-84d6-a74469b72fc9\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 0.729}, \"99698\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-08-29 14:50:04.000000+00:00\", \"2019-11-08 12:51:59.000000+00:00\"], \"session_ids\": [\"e77dd320-b97d-49dc-a6f4-3890bb558e0b\", \"bfc9ac89-b768-4dde-9dc4-3f9a9ea0af1f\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 1.032}, \"38105\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-03-07 04:25:18.000000+00:00\", \"2019-01-19 17:13:25.000000+00:00\", \"2021-08-11 09:44:05.000000+00:00\"], \"session_ids\": [\"325eb70c-3f74-4e22-9303-7387d16a74e7\", \"3e214ca3-0a84-4c24-a9c9-b78fd15abff9\", \"17f32b96-3789-494f-9bfe-4b72ebde1a0d\"], \"total_duration\": 32.0, \"total_sessions\": 3, \"mean_week_duration\": 0.239}, \"77796\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-03-18 23:01:11.000000+00:00\", \"2021-03-11 14:50:35.000000+00:00\"], \"session_ids\": [\"1e1c3a20-0d6a-4913-92e3-e1694b0292a2\", \"24ca1586-de51-4a7d-b37d-ae41d1ebe338\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.815}, \"8130\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-05-06 22:13:44.000000+00:00\", \"2021-07-27 10:53:40.000000+00:00\", \"2019-07-11 06:32:12.000000+00:00\", \"2022-12-17 19:04:37.000000+00:00\", \"2019-05-29 18:16:52.000000+00:00\"], \"session_ids\": [\"d294ae9b-2d1b-4cac-ba3d-1b7ba95f4f11\", \"b22fc59e-4618-44bc-b02e-33118471f510\", \"d89eb06d-c9ec-448c-a078-5163efe7302c\", \"0f01fed3-3372-4d82-b32c-c950c6add423\", \"475e4f9d-c8c2-4803-943b-2af7b3a365af\"], \"total_duration\": 390.0, \"total_sessions\": 5, \"mean_week_duration\": 2.097}, \"15805\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2019-07-12 18:08:58.000000+00:00\", \"2020-11-09 06:08:15.000000+00:00\", \"2019-07-03 02:23:07.000000+00:00\"], \"session_ids\": [\"2dc42d7c-2ce1-4e4a-82a8-577204d24b37\", \"5ba0f5a2-4ad2-4ac7-af28-cc44b45f62ee\", \"c0da152b-a683-41d0-8830-448014895f63\"], \"total_duration\": 495.0, \"total_sessions\": 3, \"mean_week_duration\": 6.972}, \"52602\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-06-08 14:06:56.000000+00:00\", \"2020-11-22 22:43:44.000000+00:00\", \"2022-08-05 06:53:13.000000+00:00\", \"2021-04-15 15:28:37.000000+00:00\", \"2021-09-07 18:19:24.000000+00:00\", \"2023-04-15 19:10:31.000000+00:00\", \"2023-02-17 00:04:27.000000+00:00\", \"2020-02-17 07:09:01.000000+00:00\", \"2020-05-17 19:18:57.000000+00:00\"], \"session_ids\": [\"c0e4b8b8-2e4b-493b-8722-a6fc35e31dd2\", \"af153998-be77-4837-88d7-d9f7b572fe80\", \"3ac7dd5f-430d-4a51-bbad-be673a6a979c\", \"7fe1a0bb-2bbd-4225-b30f-0924b2cc2afd\", \"c2e00c7d-cbc9-43fb-a6cc-eaad64f1a228\", \"8793d0d4-e538-4ee8-a749-b6bfaa63db1d\", \"0604d886-acf7-4a34-b01b-39b1c45de3ff\", \"f90dc89d-e266-4d4d-bd17-0a5be1aaba43\", \"140ee7c8-b36a-4b77-ad01-ec65ae2d45a7\"], \"total_duration\": 21334.0, \"total_sessions\": 9, \"mean_week_duration\": 129.297}}\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[{\"52602\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-06-08 14:06:56.000000+00:00\", \"2020-11-22 22:43:44.000000+00:00\", \"2022-08-05 06:53:13.000000+00:00\", \"2021-04-15 15:28:37.000000+00:00\", \"2021-09-07 18:19:24.000000+00:00\", \"2023-04-15 19:10:31.000000+00:00\", \"2023-02-17 00:04:27.000000+00:00\", \"2020-02-17 07:09:01.000000+00:00\", \"2020-05-17 19:18:57.000000+00:00\"], \"session_ids\": [\"c0e4b8b8-2e4b-493b-8722-a6fc35e31dd2\", \"af153998-be77-4837-88d7-d9f7b572fe80\", \"3ac7dd5f-430d-4a51-bbad-be673a6a979c\", \"7fe1a0bb-2bbd-4225-b30f-0924b2cc2afd\", \"c2e00c7d-cbc9-43fb-a6cc-eaad64f1a228\", \"8793d0d4-e538-4ee8-a749-b6bfaa63db1d\", \"0604d886-acf7-4a34-b01b-39b1c45de3ff\", \"f90dc89d-e266-4d4d-bd17-0a5be1aaba43\", \"140ee7c8-b36a-4b77-ad01-ec65ae2d45a7\"], \"total_duration\": 21334.0, \"total_sessions\": 9, \"mean_week_duration\": 129.297}}, {\"73816\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-05-31 03:37:27.000000+00:00\", \"2020-06-07 06:20:44.000000+00:00\", \"2019-10-31 18:43:05.000000+00:00\"], \"session_ids\": [\"5f2b4e0c-3bf7-44dc-ba74-4797d55e3aa2\", \"fde7bf88-ee42-41be-942d-f6665751e121\", \"ee916efa-b80e-425c-bb97-927295e74d49\"], \"total_duration\": 545.0, \"total_sessions\": 3, \"mean_week_duration\": 10.093}}, {\"15805\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2019-07-12 18:08:58.000000+00:00\", \"2020-11-09 06:08:15.000000+00:00\", \"2019-07-03 02:23:07.000000+00:00\"], \"session_ids\": [\"2dc42d7c-2ce1-4e4a-82a8-577204d24b37\", \"5ba0f5a2-4ad2-4ac7-af28-cc44b45f62ee\", \"c0da152b-a683-41d0-8830-448014895f63\"], \"total_duration\": 495.0, \"total_sessions\": 3, \"mean_week_duration\": 6.972}}, {\"70689\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-08-03 20:02:45.000000+00:00\", \"2020-07-01 17:01:56.000000+00:00\"], \"session_ids\": [\"48c78b28-f175-40b6-8a84-a2387e314c16\", \"371e7617-64f5-4895-a9f9-68582ac40eac\"], \"total_duration\": 193.0, \"total_sessions\": 2, \"mean_week_duration\": 3.386}}, {\"8130\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-05-06 22:13:44.000000+00:00\", \"2021-07-27 10:53:40.000000+00:00\", \"2019-07-11 06:32:12.000000+00:00\", \"2022-12-17 19:04:37.000000+00:00\", \"2019-05-29 18:16:52.000000+00:00\"], \"session_ids\": [\"d294ae9b-2d1b-4cac-ba3d-1b7ba95f4f11\", \"b22fc59e-4618-44bc-b02e-33118471f510\", \"d89eb06d-c9ec-448c-a078-5163efe7302c\", \"0f01fed3-3372-4d82-b32c-c950c6add423\", \"475e4f9d-c8c2-4803-943b-2af7b3a365af\"], \"total_duration\": 390.0, \"total_sessions\": 5, \"mean_week_duration\": 2.097}}, {\"99698\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-08-29 14:50:04.000000+00:00\", \"2019-11-08 12:51:59.000000+00:00\"], \"session_ids\": [\"e77dd320-b97d-49dc-a6f4-3890bb558e0b\", \"bfc9ac89-b768-4dde-9dc4-3f9a9ea0af1f\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 1.032}}, {\"77796\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-03-18 23:01:11.000000+00:00\", \"2021-03-11 14:50:35.000000+00:00\"], \"session_ids\": [\"1e1c3a20-0d6a-4913-92e3-e1694b0292a2\", \"24ca1586-de51-4a7d-b37d-ae41d1ebe338\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.815}}, {\"79014\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-03-02 13:58:25.000000+00:00\", \"2022-12-06 12:20:20.000000+00:00\"], \"session_ids\": [\"a68cf46f-060a-4d79-8859-b701e7f25dd4\", \"45ef1f7c-7243-4238-84d6-a74469b72fc9\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 0.729}}, {\"38105\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-03-07 04:25:18.000000+00:00\", \"2019-01-19 17:13:25.000000+00:00\", \"2021-08-11 09:44:05.000000+00:00\"], \"session_ids\": [\"325eb70c-3f74-4e22-9303-7387d16a74e7\", \"3e214ca3-0a84-4c24-a9c9-b78fd15abff9\", \"17f32b96-3789-494f-9bfe-4b72ebde1a0d\"], \"total_duration\": 32.0, \"total_sessions\": 3, \"mean_week_duration\": 0.239}}]\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[{\"52602\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-06-08 14:06:56.000000+00:00\", \"2020-11-22 22:43:44.000000+00:00\", \"2022-08-05 06:53:13.000000+00:00\", \"2021-04-15 15:28:37.000000+00:00\", \"2021-09-07 18:19:24.000000+00:00\", \"2023-04-15 19:10:31.000000+00:00\", \"2023-02-17 00:04:27.000000+00:00\", \"2020-02-17 07:09:01.000000+00:00\", \"2020-05-17 19:18:57.000000+00:00\"], \"session_ids\": [\"c0e4b8b8-2e4b-493b-8722-a6fc35e31dd2\", \"af153998-be77-4837-88d7-d9f7b572fe80\", \"3ac7dd5f-430d-4a51-bbad-be673a6a979c\", \"7fe1a0bb-2bbd-4225-b30f-0924b2cc2afd\", \"c2e00c7d-cbc9-43fb-a6cc-eaad64f1a228\", \"8793d0d4-e538-4ee8-a749-b6bfaa63db1d\", \"0604d886-acf7-4a34-b01b-39b1c45de3ff\", \"f90dc89d-e266-4d4d-bd17-0a5be1aaba43\", \"140ee7c8-b36a-4b77-ad01-ec65ae2d45a7\"], \"total_duration\": 21334.0, \"total_sessions\": 9, \"mean_week_duration\": 129.297}}, {\"73816\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-05-31 03:37:27.000000+00:00\", \"2020-06-07 06:20:44.000000+00:00\", \"2019-10-31 18:43:05.000000+00:00\"], \"session_ids\": [\"5f2b4e0c-3bf7-44dc-ba74-4797d55e3aa2\", \"fde7bf88-ee42-41be-942d-f6665751e121\", \"ee916efa-b80e-425c-bb97-927295e74d49\"], \"total_duration\": 545.0, \"total_sessions\": 3, \"mean_week_duration\": 10.093}}, {\"15805\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2019-07-12 18:08:58.000000+00:00\", \"2020-11-09 06:08:15.000000+00:00\", \"2019-07-03 02:23:07.000000+00:00\"], \"session_ids\": [\"2dc42d7c-2ce1-4e4a-82a8-577204d24b37\", \"5ba0f5a2-4ad2-4ac7-af28-cc44b45f62ee\", \"c0da152b-a683-41d0-8830-448014895f63\"], \"total_duration\": 495.0, \"total_sessions\": 3, \"mean_week_duration\": 6.972}}, {\"70689\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-08-03 20:02:45.000000+00:00\", \"2020-07-01 17:01:56.000000+00:00\"], \"session_ids\": [\"48c78b28-f175-40b6-8a84-a2387e314c16\", \"371e7617-64f5-4895-a9f9-68582ac40eac\"], \"total_duration\": 193.0, \"total_sessions\": 2, \"mean_week_duration\": 3.386}}, {\"8130\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-05-06 22:13:44.000000+00:00\", \"2021-07-27 10:53:40.000000+00:00\", \"2019-07-11 06:32:12.000000+00:00\", \"2022-12-17 19:04:37.000000+00:00\", \"2019-05-29 18:16:52.000000+00:00\"], \"session_ids\": [\"d294ae9b-2d1b-4cac-ba3d-1b7ba95f4f11\", \"b22fc59e-4618-44bc-b02e-33118471f510\", \"d89eb06d-c9ec-448c-a078-5163efe7302c\", \"0f01fed3-3372-4d82-b32c-c950c6add423\", \"475e4f9d-c8c2-4803-943b-2af7b3a365af\"], \"total_duration\": 390.0, \"total_sessions\": 5, \"mean_week_duration\": 2.097}}, {\"99698\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-08-29 14:50:04.000000+00:00\", \"2019-11-08 12:51:59.000000+00:00\"], \"session_ids\": [\"e77dd320-b97d-49dc-a6f4-3890bb558e0b\", \"bfc9ac89-b768-4dde-9dc4-3f9a9ea0af1f\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 1.032}}, {\"77796\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-03-18 23:01:11.000000+00:00\", \"2021-03-11 14:50:35.000000+00:00\"], \"session_ids\": [\"1e1c3a20-0d6a-4913-92e3-e1694b0292a2\", \"24ca1586-de51-4a7d-b37d-ae41d1ebe338\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.815}}, {\"79014\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-03-02 13:58:25.000000+00:00\", \"2022-12-06 12:20:20.000000+00:00\"], \"session_ids\": [\"a68cf46f-060a-4d79-8859-b701e7f25dd4\", \"45ef1f7c-7243-4238-84d6-a74469b72fc9\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 0.729}}, {\"38105\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-03-07 04:25:18.000000+00:00\", \"2019-01-19 17:13:25.000000+00:00\", \"2021-08-11 09:44:05.000000+00:00\"], \"session_ids\": [\"325eb70c-3f74-4e22-9303-7387d16a74e7\", \"3e214ca3-0a84-4c24-a9c9-b78fd15abff9\", \"17f32b96-3789-494f-9bfe-4b72ebde1a0d\"], \"total_duration\": 32.0, \"total_sessions\": 3, \"mean_week_duration\": 0.239}}]\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": "I'm eager to find out about 3 users who have average_week_duration less than 49 (not including) and greater than 12 , and implement sorting by time spent on the site 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{\"19599\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-12-03 17:36:06.000000+00:00\", \"2021-07-11 14:33:33.000000+00:00\", \"2022-08-27 20:01:01.000000+00:00\"], \"session_ids\": [\"994e0e7c-0792-4dad-bf63-b35de0b9acb3\", \"f18cd493-a17f-4a0c-9d4c-805ea2a72c68\", \"4096932d-5d29-457f-997f-bb11555eb370\"], \"total_duration\": 52.0, \"total_sessions\": 3, \"mean_week_duration\": 0.881}, \"48100\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-06-05 08:31:55.000000+00:00\", \"2021-07-23 15:11:39.000000+00:00\"], \"session_ids\": [\"de85144f-f841-4655-807a-11d3dae720f3\", \"6673abbf-5ef7-478e-b749-ae41f6e00ab6\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.205}, \"17364\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-04-02 17:52:55.000000+00:00\", \"2022-05-09 13:51:00.000000+00:00\", \"2021-08-31 05:11:40.000000+00:00\", \"2023-01-19 17:35:15.000000+00:00\", \"2021-09-12 23:08:03.000000+00:00\", \"2023-01-07 21:09:15.000000+00:00\", \"2020-12-30 22:47:41.000000+00:00\", \"2019-03-30 05:33:57.000000+00:00\", \"2021-11-21 01:41:02.000000+00:00\", \"2021-09-14 23:18:15.000000+00:00\"], \"session_ids\": [\"5ca2a783-7107-4f90-a2d4-fb4238c24392\", \"f59c408d-639d-498f-bdd9-8da095e6c399\", \"94739d7c-9fe3-4576-b6ee-a73e9a71e6b4\", \"ec79f487-1932-405e-9e77-35dddfeb7af7\", \"91e58401-53df-453f-963b-143b71268272\", \"e0ee7a7c-3e2c-41b5-ab06-95edeaa76378\", \"ca772818-9f06-46fc-8c28-496f6e0e77c1\", \"bd6d8b6a-f115-42b0-a10d-14434be1c6f7\", \"71d8552a-1327-453b-aeba-21106870f1af\", \"38750dcc-9929-457a-9a44-56996dda125c\"], \"total_duration\": 28397.0, \"total_sessions\": 10, \"mean_week_duration\": 142.698}, \"61638\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-12-23 19:54:23.000000+00:00\", \"2020-03-01 08:09:06.000000+00:00\", \"2019-06-10 19:19:11.000000+00:00\"], \"session_ids\": [\"76ec4a0d-0c80-4ce4-94d3-a544bb733861\", \"7b5f9147-fcc9-42bf-b84b-d41a2ee5972a\", \"8ef78f54-7edb-4ddf-adf8-49bbbd119110\"], \"total_duration\": 1052.0, \"total_sessions\": 3, \"mean_week_duration\": 27.684}, \"98777\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2019-02-19 05:18:16.000000+00:00\", \"2020-02-08 09:55:03.000000+00:00\"], \"session_ids\": [\"73d606a5-aa56-4277-b624-12527906a3dd\", \"716b641e-e051-48e9-8151-dd15e033f19d\"], \"total_duration\": 169.0, \"total_sessions\": 2, \"mean_week_duration\": 3.314}, \"55578\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-09-28 12:39:50.000000+00:00\", \"2022-11-10 08:18:03.000000+00:00\"], \"session_ids\": [\"3f6b383b-33b1-40bc-b88e-c5ed70491f25\", \"e28a714b-c1c2-488e-99cb-2a605af75538\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 33.5}, \"90723\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-12-14 21:37:12.000000+00:00\", \"2022-09-02 11:31:42.000000+00:00\"], \"session_ids\": [\"1cd12101-753d-4a0d-80b3-7d5060f121a2\", \"9e7db5b8-b962-4f93-87b2-cd9f393f9c41\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 1.356}, \"14242\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-12-03 21:05:20.000000+00:00\", \"2021-05-27 02:57:43.000000+00:00\"], \"session_ids\": [\"195cb094-58ff-4132-822a-31c44ef23e85\", \"8cf81d15-b3f0-4de4-8557-04967ebb5c89\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 1.756}, \"36074\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-05-24 05:31:59.000000+00:00\", \"2020-10-16 16:21:06.000000+00:00\"], \"session_ids\": [\"7c2b5c2e-a41a-42bb-9242-ebc648ef8e90\", \"be173d4d-1733-40be-816f-83f68316f183\"], \"total_duration\": 353.0, \"total_sessions\": 2, \"mean_week_duration\": 11.031}, \"16631\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-02-20 14:45:06.000000+00:00\", \"2020-08-13 13:30:50.000000+00:00\", \"2021-05-19 19:57:18.000000+00:00\", \"2022-12-01 05:33:07.000000+00:00\", \"2022-10-04 23:56:01.000000+00:00\", \"2022-07-21 12:09:25.000000+00:00\", \"2019-06-26 04:32:26.000000+00:00\", \"2022-06-30 15:32:37.000000+00:00\", \"2021-01-23 08:40:57.000000+00:00\", \"2021-12-13 11:57:32.000000+00:00\"], \"session_ids\": [\"e7df6144-cf27-441a-8c3f-0765015a02c8\", \"e77eb7e7-2687-4ca5-b536-50ac2d28f02d\", \"8939ab8f-cc70-4aeb-a3c3-67178b49cab2\", \"e8ec0fe0-a74b-4b5c-af76-33dd80742ac2\", \"4690184a-7d70-4e73-97a7-ec6ace2c76ab\", \"59b5fabe-f3e2-4647-bda4-bc33688d431a\", \"ed3b1729-8147-43f4-8fdf-e60225bf962c\", \"db22ddf2-dbf6-4d6f-bac8-ecaa53e8e30a\", \"a54223e4-d674-4c7f-92eb-634a384ea8f3\", \"012f4df2-ea3c-47f9-87ba-6ec454560754\"], \"total_duration\": 100.0, \"total_sessions\": 10, \"mean_week_duration\": 0.556}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are equal or greater than 12 and are less than 49"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[12, 49]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"61638\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-12-23 19:54:23.000000+00:00\", \"2020-03-01 08:09:06.000000+00:00\", \"2019-06-10 19:19:11.000000+00:00\"], \"session_ids\": [\"76ec4a0d-0c80-4ce4-94d3-a544bb733861\", \"7b5f9147-fcc9-42bf-b84b-d41a2ee5972a\", \"8ef78f54-7edb-4ddf-adf8-49bbbd119110\"], \"total_duration\": 1052.0, \"total_sessions\": 3, \"mean_week_duration\": 27.684}, \"55578\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-09-28 12:39:50.000000+00:00\", \"2022-11-10 08:18:03.000000+00:00\"], \"session_ids\": [\"3f6b383b-33b1-40bc-b88e-c5ed70491f25\", \"e28a714b-c1c2-488e-99cb-2a605af75538\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 33.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"55578\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-09-28 12:39:50.000000+00:00\", \"2022-11-10 08:18:03.000000+00:00\"], \"session_ids\": [\"3f6b383b-33b1-40bc-b88e-c5ed70491f25\", \"e28a714b-c1c2-488e-99cb-2a605af75538\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 33.5}}, {\"61638\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-12-23 19:54:23.000000+00:00\", \"2020-03-01 08:09:06.000000+00:00\", \"2019-06-10 19:19:11.000000+00:00\"], \"session_ids\": [\"76ec4a0d-0c80-4ce4-94d3-a544bb733861\", \"7b5f9147-fcc9-42bf-b84b-d41a2ee5972a\", \"8ef78f54-7edb-4ddf-adf8-49bbbd119110\"], \"total_duration\": 1052.0, \"total_sessions\": 3, \"mean_week_duration\": 27.684}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"55578\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-09-28 12:39:50.000000+00:00\", \"2022-11-10 08:18:03.000000+00:00\"], \"session_ids\": [\"3f6b383b-33b1-40bc-b88e-c5ed70491f25\", \"e28a714b-c1c2-488e-99cb-2a605af75538\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 33.5}}, {\"61638\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-12-23 19:54:23.000000+00:00\", \"2020-03-01 08:09:06.000000+00:00\", \"2019-06-10 19:19:11.000000+00:00\"], \"session_ids\": [\"76ec4a0d-0c80-4ce4-94d3-a544bb733861\", \"7b5f9147-fcc9-42bf-b84b-d41a2ee5972a\", \"8ef78f54-7edb-4ddf-adf8-49bbbd119110\"], \"total_duration\": 1052.0, \"total_sessions\": 3, \"mean_week_duration\": 27.684}}]\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[{\"55578\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-09-28 12:39:50.000000+00:00\", \"2022-11-10 08:18:03.000000+00:00\"], \"session_ids\": [\"3f6b383b-33b1-40bc-b88e-c5ed70491f25\", \"e28a714b-c1c2-488e-99cb-2a605af75538\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 33.5}}, {\"61638\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-12-23 19:54:23.000000+00:00\", \"2020-03-01 08:09:06.000000+00:00\", \"2019-06-10 19:19:11.000000+00:00\"], \"session_ids\": [\"76ec4a0d-0c80-4ce4-94d3-a544bb733861\", \"7b5f9147-fcc9-42bf-b84b-d41a2ee5972a\", \"8ef78f54-7edb-4ddf-adf8-49bbbd119110\"], \"total_duration\": 1052.0, \"total_sessions\": 3, \"mean_week_duration\": 27.684}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you enlighten me about 8 users whose overall sessions count is greater than 9 and less than 4 (both not including) and execute sorting by mean_week_duration in desc 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{\"26095\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-06-23 17:12:14.000000+00:00\", \"2022-01-24 23:32:42.000000+00:00\", \"2021-11-26 21:39:43.000000+00:00\"], \"session_ids\": [\"cca554fb-8e23-408d-ada5-b89f7ffe6183\", \"f985a0dc-ca53-46a5-8250-4146de0c912c\", \"357a19dc-e989-4ac7-8b8d-114526871737\"], \"total_duration\": 45.0, \"total_sessions\": 3, \"mean_week_duration\": 1.452}, \"9539\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 5}, \"city_name\": \"Prague\", \"datetimes\": [\"2023-02-16 20:40:09.000000+00:00\", \"2021-10-15 00:50:16.000000+00:00\"], \"session_ids\": [\"5f2b9e84-916e-4686-8de8-5fa8207b6a9a\", \"578b614e-8bc4-4d47-b85f-72525552f7e0\"], \"total_duration\": 148.0, \"total_sessions\": 2, \"mean_week_duration\": 2.114}, \"17760\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-08-28 23:26:10.000000+00:00\", \"2020-08-13 12:46:18.000000+00:00\"], \"session_ids\": [\"fabd2a22-cbff-48f3-af57-6d9d6eccdd63\", \"2dcb2ec4-6d39-4f55-b2ee-7c262895adcc\"], \"total_duration\": 472.0, \"total_sessions\": 2, \"mean_week_duration\": 8.582}, \"88766\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-24 14:36:36.000000+00:00\", \"2022-09-03 16:40:59.000000+00:00\", \"2019-12-18 10:45:18.000000+00:00\"], \"session_ids\": [\"4bb53e5e-1358-498a-87d0-ea27b87a517f\", \"dd04a3b1-5c84-4ecf-ba90-e20df961b780\", \"a62c6cff-37cb-4e23-8443-0ddf350dc34e\"], \"total_duration\": 152.0, \"total_sessions\": 3, \"mean_week_duration\": 1.07}, \"67135\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-10-30 22:00:11.000000+00:00\", \"2022-09-12 07:40:38.000000+00:00\", \"2019-07-28 19:14:00.000000+00:00\"], \"session_ids\": [\"9c439b9f-f2c4-4640-90fb-0646135c87f3\", \"e841e556-da0e-4e86-8c23-7a3cbe92e3b5\", \"6e9b5367-41f3-4886-9466-5bc09e6fc1d3\"], \"total_duration\": 816.0, \"total_sessions\": 3, \"mean_week_duration\": 5.006}, \"84555\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-12-08 02:43:48.000000+00:00\", \"2020-11-08 06:54:56.000000+00:00\"], \"session_ids\": [\"2bbd0bef-e191-4d4d-aa10-bd2788448768\", \"1c955f42-8439-4ac7-a9e1-4964d1b52237\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 1.982}, \"24399\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-04-02 12:26:03.000000+00:00\", \"2021-11-22 07:00:07.000000+00:00\", \"2020-04-08 01:53:22.000000+00:00\", \"2022-07-15 05:27:50.000000+00:00\"], \"session_ids\": [\"2f90f85c-ae22-4f45-8e30-ec6230120c0c\", \"b4462b0c-50a2-4f95-a0ad-4c25dd26f1f7\", \"60d85b12-68b9-48d4-9dc4-d15ce7534e73\", \"3e3d31d5-7f49-418a-af76-bc5559ed4e16\"], \"total_duration\": 1625.0, \"total_sessions\": 4, \"mean_week_duration\": 13.655}, \"82647\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-18 17:28:40.000000+00:00\", \"2021-01-14 01:24:47.000000+00:00\"], \"session_ids\": [\"4fe3bfab-3bca-45ba-b492-6b744eef0284\", \"d112ecef-299b-47d1-a7c6-4c9cf1d0c818\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 68.0}, \"96906\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-12-07 01:12:55.000000+00:00\", \"2019-04-13 01:28:05.000000+00:00\"], \"session_ids\": [\"e7ff17a4-441a-47f1-aa37-ec81502d7b39\", \"f2f662be-eda4-4c2a-a69e-802a721d0995\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.157}, \"16650\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-06-21 22:40:59.000000+00:00\", \"2021-05-15 01:26:54.000000+00:00\", \"2022-07-18 10:18:59.000000+00:00\"], \"session_ids\": [\"300b53ad-207c-4d99-a7b6-10bff139be79\", \"a9e87265-7854-4ab1-a9f5-79703b50cf8b\", \"24fef3cc-5230-442b-a139-5cd9e82eec05\"], \"total_duration\": 67.0, \"total_sessions\": 3, \"mean_week_duration\": 1.081}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are less than 4 and are greater than 9"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">\"]]}, \"all_values\": {\"total_sessions\": [[4, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"26095\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-06-23 17:12:14.000000+00:00\", \"2022-01-24 23:32:42.000000+00:00\", \"2021-11-26 21:39:43.000000+00:00\"], \"session_ids\": [\"cca554fb-8e23-408d-ada5-b89f7ffe6183\", \"f985a0dc-ca53-46a5-8250-4146de0c912c\", \"357a19dc-e989-4ac7-8b8d-114526871737\"], \"total_duration\": 45.0, \"total_sessions\": 3, \"mean_week_duration\": 1.452}, \"9539\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 5}, \"city_name\": \"Prague\", \"datetimes\": [\"2023-02-16 20:40:09.000000+00:00\", \"2021-10-15 00:50:16.000000+00:00\"], \"session_ids\": [\"5f2b9e84-916e-4686-8de8-5fa8207b6a9a\", \"578b614e-8bc4-4d47-b85f-72525552f7e0\"], \"total_duration\": 148.0, \"total_sessions\": 2, \"mean_week_duration\": 2.114}, \"17760\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-08-28 23:26:10.000000+00:00\", \"2020-08-13 12:46:18.000000+00:00\"], \"session_ids\": [\"fabd2a22-cbff-48f3-af57-6d9d6eccdd63\", \"2dcb2ec4-6d39-4f55-b2ee-7c262895adcc\"], \"total_duration\": 472.0, \"total_sessions\": 2, \"mean_week_duration\": 8.582}, \"88766\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-24 14:36:36.000000+00:00\", \"2022-09-03 16:40:59.000000+00:00\", \"2019-12-18 10:45:18.000000+00:00\"], \"session_ids\": [\"4bb53e5e-1358-498a-87d0-ea27b87a517f\", \"dd04a3b1-5c84-4ecf-ba90-e20df961b780\", \"a62c6cff-37cb-4e23-8443-0ddf350dc34e\"], \"total_duration\": 152.0, \"total_sessions\": 3, \"mean_week_duration\": 1.07}, \"67135\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-10-30 22:00:11.000000+00:00\", \"2022-09-12 07:40:38.000000+00:00\", \"2019-07-28 19:14:00.000000+00:00\"], \"session_ids\": [\"9c439b9f-f2c4-4640-90fb-0646135c87f3\", \"e841e556-da0e-4e86-8c23-7a3cbe92e3b5\", \"6e9b5367-41f3-4886-9466-5bc09e6fc1d3\"], \"total_duration\": 816.0, \"total_sessions\": 3, \"mean_week_duration\": 5.006}, \"84555\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-12-08 02:43:48.000000+00:00\", \"2020-11-08 06:54:56.000000+00:00\"], \"session_ids\": [\"2bbd0bef-e191-4d4d-aa10-bd2788448768\", \"1c955f42-8439-4ac7-a9e1-4964d1b52237\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 1.982}, \"82647\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-18 17:28:40.000000+00:00\", \"2021-01-14 01:24:47.000000+00:00\"], \"session_ids\": [\"4fe3bfab-3bca-45ba-b492-6b744eef0284\", \"d112ecef-299b-47d1-a7c6-4c9cf1d0c818\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 68.0}, \"96906\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-12-07 01:12:55.000000+00:00\", \"2019-04-13 01:28:05.000000+00:00\"], \"session_ids\": [\"e7ff17a4-441a-47f1-aa37-ec81502d7b39\", \"f2f662be-eda4-4c2a-a69e-802a721d0995\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.157}, \"16650\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-06-21 22:40:59.000000+00:00\", \"2021-05-15 01:26:54.000000+00:00\", \"2022-07-18 10:18:59.000000+00:00\"], \"session_ids\": [\"300b53ad-207c-4d99-a7b6-10bff139be79\", \"a9e87265-7854-4ab1-a9f5-79703b50cf8b\", \"24fef3cc-5230-442b-a139-5cd9e82eec05\"], \"total_duration\": 67.0, \"total_sessions\": 3, \"mean_week_duration\": 1.081}}\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[{\"82647\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-18 17:28:40.000000+00:00\", \"2021-01-14 01:24:47.000000+00:00\"], \"session_ids\": [\"4fe3bfab-3bca-45ba-b492-6b744eef0284\", \"d112ecef-299b-47d1-a7c6-4c9cf1d0c818\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 68.0}}, {\"17760\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-08-28 23:26:10.000000+00:00\", \"2020-08-13 12:46:18.000000+00:00\"], \"session_ids\": [\"fabd2a22-cbff-48f3-af57-6d9d6eccdd63\", \"2dcb2ec4-6d39-4f55-b2ee-7c262895adcc\"], \"total_duration\": 472.0, \"total_sessions\": 2, \"mean_week_duration\": 8.582}}, {\"67135\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-10-30 22:00:11.000000+00:00\", \"2022-09-12 07:40:38.000000+00:00\", \"2019-07-28 19:14:00.000000+00:00\"], \"session_ids\": [\"9c439b9f-f2c4-4640-90fb-0646135c87f3\", \"e841e556-da0e-4e86-8c23-7a3cbe92e3b5\", \"6e9b5367-41f3-4886-9466-5bc09e6fc1d3\"], \"total_duration\": 816.0, \"total_sessions\": 3, \"mean_week_duration\": 5.006}}, {\"9539\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 5}, \"city_name\": \"Prague\", \"datetimes\": [\"2023-02-16 20:40:09.000000+00:00\", \"2021-10-15 00:50:16.000000+00:00\"], \"session_ids\": [\"5f2b9e84-916e-4686-8de8-5fa8207b6a9a\", \"578b614e-8bc4-4d47-b85f-72525552f7e0\"], \"total_duration\": 148.0, \"total_sessions\": 2, \"mean_week_duration\": 2.114}}, {\"84555\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-12-08 02:43:48.000000+00:00\", \"2020-11-08 06:54:56.000000+00:00\"], \"session_ids\": [\"2bbd0bef-e191-4d4d-aa10-bd2788448768\", \"1c955f42-8439-4ac7-a9e1-4964d1b52237\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 1.982}}, {\"26095\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-06-23 17:12:14.000000+00:00\", \"2022-01-24 23:32:42.000000+00:00\", \"2021-11-26 21:39:43.000000+00:00\"], \"session_ids\": [\"cca554fb-8e23-408d-ada5-b89f7ffe6183\", \"f985a0dc-ca53-46a5-8250-4146de0c912c\", \"357a19dc-e989-4ac7-8b8d-114526871737\"], \"total_duration\": 45.0, \"total_sessions\": 3, \"mean_week_duration\": 1.452}}, {\"16650\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-06-21 22:40:59.000000+00:00\", \"2021-05-15 01:26:54.000000+00:00\", \"2022-07-18 10:18:59.000000+00:00\"], \"session_ids\": [\"300b53ad-207c-4d99-a7b6-10bff139be79\", \"a9e87265-7854-4ab1-a9f5-79703b50cf8b\", \"24fef3cc-5230-442b-a139-5cd9e82eec05\"], \"total_duration\": 67.0, \"total_sessions\": 3, \"mean_week_duration\": 1.081}}, {\"88766\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-24 14:36:36.000000+00:00\", \"2022-09-03 16:40:59.000000+00:00\", \"2019-12-18 10:45:18.000000+00:00\"], \"session_ids\": [\"4bb53e5e-1358-498a-87d0-ea27b87a517f\", \"dd04a3b1-5c84-4ecf-ba90-e20df961b780\", \"a62c6cff-37cb-4e23-8443-0ddf350dc34e\"], \"total_duration\": 152.0, \"total_sessions\": 3, \"mean_week_duration\": 1.07}}, {\"96906\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-12-07 01:12:55.000000+00:00\", \"2019-04-13 01:28:05.000000+00:00\"], \"session_ids\": [\"e7ff17a4-441a-47f1-aa37-ec81502d7b39\", \"f2f662be-eda4-4c2a-a69e-802a721d0995\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.157}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 8 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"82647\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-18 17:28:40.000000+00:00\", \"2021-01-14 01:24:47.000000+00:00\"], \"session_ids\": [\"4fe3bfab-3bca-45ba-b492-6b744eef0284\", \"d112ecef-299b-47d1-a7c6-4c9cf1d0c818\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 68.0}}, {\"17760\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-08-28 23:26:10.000000+00:00\", \"2020-08-13 12:46:18.000000+00:00\"], \"session_ids\": [\"fabd2a22-cbff-48f3-af57-6d9d6eccdd63\", \"2dcb2ec4-6d39-4f55-b2ee-7c262895adcc\"], \"total_duration\": 472.0, \"total_sessions\": 2, \"mean_week_duration\": 8.582}}, {\"67135\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-10-30 22:00:11.000000+00:00\", \"2022-09-12 07:40:38.000000+00:00\", \"2019-07-28 19:14:00.000000+00:00\"], \"session_ids\": [\"9c439b9f-f2c4-4640-90fb-0646135c87f3\", \"e841e556-da0e-4e86-8c23-7a3cbe92e3b5\", \"6e9b5367-41f3-4886-9466-5bc09e6fc1d3\"], \"total_duration\": 816.0, \"total_sessions\": 3, \"mean_week_duration\": 5.006}}, {\"9539\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 5}, \"city_name\": \"Prague\", \"datetimes\": [\"2023-02-16 20:40:09.000000+00:00\", \"2021-10-15 00:50:16.000000+00:00\"], \"session_ids\": [\"5f2b9e84-916e-4686-8de8-5fa8207b6a9a\", \"578b614e-8bc4-4d47-b85f-72525552f7e0\"], \"total_duration\": 148.0, \"total_sessions\": 2, \"mean_week_duration\": 2.114}}, {\"84555\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-12-08 02:43:48.000000+00:00\", \"2020-11-08 06:54:56.000000+00:00\"], \"session_ids\": [\"2bbd0bef-e191-4d4d-aa10-bd2788448768\", \"1c955f42-8439-4ac7-a9e1-4964d1b52237\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 1.982}}, {\"26095\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-06-23 17:12:14.000000+00:00\", \"2022-01-24 23:32:42.000000+00:00\", \"2021-11-26 21:39:43.000000+00:00\"], \"session_ids\": [\"cca554fb-8e23-408d-ada5-b89f7ffe6183\", \"f985a0dc-ca53-46a5-8250-4146de0c912c\", \"357a19dc-e989-4ac7-8b8d-114526871737\"], \"total_duration\": 45.0, \"total_sessions\": 3, \"mean_week_duration\": 1.452}}, {\"16650\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-06-21 22:40:59.000000+00:00\", \"2021-05-15 01:26:54.000000+00:00\", \"2022-07-18 10:18:59.000000+00:00\"], \"session_ids\": [\"300b53ad-207c-4d99-a7b6-10bff139be79\", \"a9e87265-7854-4ab1-a9f5-79703b50cf8b\", \"24fef3cc-5230-442b-a139-5cd9e82eec05\"], \"total_duration\": 67.0, \"total_sessions\": 3, \"mean_week_duration\": 1.081}}, {\"88766\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-24 14:36:36.000000+00:00\", \"2022-09-03 16:40:59.000000+00:00\", \"2019-12-18 10:45:18.000000+00:00\"], \"session_ids\": [\"4bb53e5e-1358-498a-87d0-ea27b87a517f\", \"dd04a3b1-5c84-4ecf-ba90-e20df961b780\", \"a62c6cff-37cb-4e23-8443-0ddf350dc34e\"], \"total_duration\": 152.0, \"total_sessions\": 3, \"mean_week_duration\": 1.07}}]\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[{\"82647\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-18 17:28:40.000000+00:00\", \"2021-01-14 01:24:47.000000+00:00\"], \"session_ids\": [\"4fe3bfab-3bca-45ba-b492-6b744eef0284\", \"d112ecef-299b-47d1-a7c6-4c9cf1d0c818\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 68.0}}, {\"17760\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-08-28 23:26:10.000000+00:00\", \"2020-08-13 12:46:18.000000+00:00\"], \"session_ids\": [\"fabd2a22-cbff-48f3-af57-6d9d6eccdd63\", \"2dcb2ec4-6d39-4f55-b2ee-7c262895adcc\"], \"total_duration\": 472.0, \"total_sessions\": 2, \"mean_week_duration\": 8.582}}, {\"67135\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-10-30 22:00:11.000000+00:00\", \"2022-09-12 07:40:38.000000+00:00\", \"2019-07-28 19:14:00.000000+00:00\"], \"session_ids\": [\"9c439b9f-f2c4-4640-90fb-0646135c87f3\", \"e841e556-da0e-4e86-8c23-7a3cbe92e3b5\", \"6e9b5367-41f3-4886-9466-5bc09e6fc1d3\"], \"total_duration\": 816.0, \"total_sessions\": 3, \"mean_week_duration\": 5.006}}, {\"9539\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 5}, \"city_name\": \"Prague\", \"datetimes\": [\"2023-02-16 20:40:09.000000+00:00\", \"2021-10-15 00:50:16.000000+00:00\"], \"session_ids\": [\"5f2b9e84-916e-4686-8de8-5fa8207b6a9a\", \"578b614e-8bc4-4d47-b85f-72525552f7e0\"], \"total_duration\": 148.0, \"total_sessions\": 2, \"mean_week_duration\": 2.114}}, {\"84555\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-12-08 02:43:48.000000+00:00\", \"2020-11-08 06:54:56.000000+00:00\"], \"session_ids\": [\"2bbd0bef-e191-4d4d-aa10-bd2788448768\", \"1c955f42-8439-4ac7-a9e1-4964d1b52237\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 1.982}}, {\"26095\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-06-23 17:12:14.000000+00:00\", \"2022-01-24 23:32:42.000000+00:00\", \"2021-11-26 21:39:43.000000+00:00\"], \"session_ids\": [\"cca554fb-8e23-408d-ada5-b89f7ffe6183\", \"f985a0dc-ca53-46a5-8250-4146de0c912c\", \"357a19dc-e989-4ac7-8b8d-114526871737\"], \"total_duration\": 45.0, \"total_sessions\": 3, \"mean_week_duration\": 1.452}}, {\"16650\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-06-21 22:40:59.000000+00:00\", \"2021-05-15 01:26:54.000000+00:00\", \"2022-07-18 10:18:59.000000+00:00\"], \"session_ids\": [\"300b53ad-207c-4d99-a7b6-10bff139be79\", \"a9e87265-7854-4ab1-a9f5-79703b50cf8b\", \"24fef3cc-5230-442b-a139-5cd9e82eec05\"], \"total_duration\": 67.0, \"total_sessions\": 3, \"mean_week_duration\": 1.081}}, {\"88766\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-24 14:36:36.000000+00:00\", \"2022-09-03 16:40:59.000000+00:00\", \"2019-12-18 10:45:18.000000+00:00\"], \"session_ids\": [\"4bb53e5e-1358-498a-87d0-ea27b87a517f\", \"dd04a3b1-5c84-4ecf-ba90-e20df961b780\", \"a62c6cff-37cb-4e23-8443-0ddf350dc34e\"], \"total_duration\": 152.0, \"total_sessions\": 3, \"mean_week_duration\": 1.07}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me users who aren't folks of cities London, San Jose, Nairobi and put to use sorting by time in app per week form the lowest to the highest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"50666\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-06-18 14:29:21.000000+00:00\", \"2022-07-02 12:04:01.000000+00:00\", \"2019-07-10 23:03:53.000000+00:00\", \"2019-08-29 21:35:47.000000+00:00\", \"2022-09-19 10:31:21.000000+00:00\"], \"session_ids\": [\"09d79729-2754-448e-967f-c3c62e682d59\", \"b911fcc0-c09c-409c-b217-4438a79789be\", \"e1a0a62f-60c9-4833-971a-f79ca3516f62\", \"718af875-aee1-4b90-b8e4-b05c756d8ccc\", \"45b67799-a64a-4547-9fb7-152016700afc\"], \"total_duration\": 194.0, \"total_sessions\": 5, \"mean_week_duration\": 1.162}, \"31688\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-10-14 09:16:54.000000+00:00\", \"2023-03-09 21:14:48.000000+00:00\", \"2022-09-13 16:15:54.000000+00:00\", \"2021-04-03 12:30:22.000000+00:00\"], \"session_ids\": [\"06dba3c1-763a-45e8-b11f-635a1c80278a\", \"8cbbdb2c-4c10-4235-bbfd-f719d861aff6\", \"6c344093-cc69-4eb8-a7f2-8893abc9c1fe\", \"aed47197-7bc8-4ea3-9724-935137c5cd5e\"], \"total_duration\": 51.0, \"total_sessions\": 4, \"mean_week_duration\": 0.505}, \"53401\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-02-17 02:34:59.000000+00:00\", \"2021-08-11 02:46:32.000000+00:00\"], \"session_ids\": [\"ed62b4a6-a4eb-448f-9d6b-13d685950380\", \"3982f89b-d7b7-4ae5-9cb0-b37a9a8755a6\"], \"total_duration\": 211.0, \"total_sessions\": 2, \"mean_week_duration\": 8.44}, \"97911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-03-25 03:19:38.000000+00:00\", \"2022-12-09 15:30:46.000000+00:00\"], \"session_ids\": [\"a9e80173-9ac0-423d-bd82-de4f34a9e012\", \"76a26974-ff7a-4cc9-9079-7b28d3b07a8c\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 1.078}, \"32327\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-01-16 01:18:33.000000+00:00\", \"2019-10-06 15:21:36.000000+00:00\", \"2023-01-07 10:14:27.000000+00:00\", \"2022-02-07 22:42:46.000000+00:00\", \"2022-05-04 18:23:05.000000+00:00\"], \"session_ids\": [\"c3f491f6-690a-492a-b7cb-a67efee19f58\", \"1034dc31-2c61-4cb8-8bc7-ace4fd5044b8\", \"fb60b832-9892-4fec-9274-98d20ffd52ba\", \"f09b11be-2a03-444a-b577-fe27e053d118\", \"32770ca6-a332-4261-b216-268991ebb2d1\"], \"total_duration\": 191.0, \"total_sessions\": 5, \"mean_week_duration\": 1.117}, \"38117\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-07 22:18:13.000000+00:00\", \"2021-06-05 19:43:48.000000+00:00\"], \"session_ids\": [\"9455c4ef-ce5d-440b-8454-158ed938e7f4\", \"8645a8a7-51c1-42de-bf84-ef98480e7f82\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.168}, \"38772\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-31 20:00:50.000000+00:00\", \"2019-02-10 08:48:50.000000+00:00\"], \"session_ids\": [\"5a01aa69-168a-4256-9352-5a265e43042f\", \"e022df8c-f252-4a2f-bcd8-2f3089e3ad10\"], \"total_duration\": 391.0, \"total_sessions\": 2, \"mean_week_duration\": 15.64}, \"16433\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 7, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-10-25 21:01:01.000000+00:00\", \"2020-08-06 17:38:24.000000+00:00\", \"2021-09-23 03:58:57.000000+00:00\", \"2021-12-21 00:24:04.000000+00:00\", \"2019-06-03 19:12:56.000000+00:00\", \"2019-07-07 03:21:15.000000+00:00\", \"2019-10-02 20:30:46.000000+00:00\"], \"session_ids\": [\"0966fc50-7ee1-45f7-9aa5-4c398a854e05\", \"ba745304-090c-45fc-aaef-effdae39e5f5\", \"b82493e7-3f9c-4a89-b818-b3d01823c8ec\", \"9d17e756-43c7-48b3-b25f-916db913d7c1\", \"8952bec8-4664-4223-ba9b-e0466bf80d6d\", \"b8e03695-90cb-4526-bbc6-01d5a6966dfd\", \"63825224-ee94-40be-8bd8-1951b212cbe8\"], \"total_duration\": 920.0, \"total_sessions\": 7, \"mean_week_duration\": 5.169}, \"83417\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-24 23:43:54.000000+00:00\", \"2022-04-18 12:00:18.000000+00:00\", \"2021-04-29 17:52:44.000000+00:00\"], \"session_ids\": [\"6aab4169-6ad1-4a47-8470-ca52bc8ddbb7\", \"b251238f-707c-43eb-a937-3ce21cedd44f\", \"faf4322e-6cd0-4f8c-a94c-91a85f0ddbd0\"], \"total_duration\": 1026.0, \"total_sessions\": 3, \"mean_week_duration\": 20.118}, \"1604\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-25 08:20:51.000000+00:00\", \"2021-01-14 16:38:29.000000+00:00\", \"2021-09-09 07:12:38.000000+00:00\"], \"session_ids\": [\"eb39c549-ca49-4e6d-8a94-a75cc9e9d9e1\", \"6d51f798-b0db-456e-9e49-8770c5f4f1ca\", \"dd447704-de53-416d-a87a-eb443089911d\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 1.912}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not London, San Jose, Nairobi"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"London\", \"San Jose\", \"Nairobi\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"50666\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-06-18 14:29:21.000000+00:00\", \"2022-07-02 12:04:01.000000+00:00\", \"2019-07-10 23:03:53.000000+00:00\", \"2019-08-29 21:35:47.000000+00:00\", \"2022-09-19 10:31:21.000000+00:00\"], \"session_ids\": [\"09d79729-2754-448e-967f-c3c62e682d59\", \"b911fcc0-c09c-409c-b217-4438a79789be\", \"e1a0a62f-60c9-4833-971a-f79ca3516f62\", \"718af875-aee1-4b90-b8e4-b05c756d8ccc\", \"45b67799-a64a-4547-9fb7-152016700afc\"], \"total_duration\": 194.0, \"total_sessions\": 5, \"mean_week_duration\": 1.162}, \"31688\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-10-14 09:16:54.000000+00:00\", \"2023-03-09 21:14:48.000000+00:00\", \"2022-09-13 16:15:54.000000+00:00\", \"2021-04-03 12:30:22.000000+00:00\"], \"session_ids\": [\"06dba3c1-763a-45e8-b11f-635a1c80278a\", \"8cbbdb2c-4c10-4235-bbfd-f719d861aff6\", \"6c344093-cc69-4eb8-a7f2-8893abc9c1fe\", \"aed47197-7bc8-4ea3-9724-935137c5cd5e\"], \"total_duration\": 51.0, \"total_sessions\": 4, \"mean_week_duration\": 0.505}, \"53401\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-02-17 02:34:59.000000+00:00\", \"2021-08-11 02:46:32.000000+00:00\"], \"session_ids\": [\"ed62b4a6-a4eb-448f-9d6b-13d685950380\", \"3982f89b-d7b7-4ae5-9cb0-b37a9a8755a6\"], \"total_duration\": 211.0, \"total_sessions\": 2, \"mean_week_duration\": 8.44}, \"97911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-03-25 03:19:38.000000+00:00\", \"2022-12-09 15:30:46.000000+00:00\"], \"session_ids\": [\"a9e80173-9ac0-423d-bd82-de4f34a9e012\", \"76a26974-ff7a-4cc9-9079-7b28d3b07a8c\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 1.078}, \"32327\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-01-16 01:18:33.000000+00:00\", \"2019-10-06 15:21:36.000000+00:00\", \"2023-01-07 10:14:27.000000+00:00\", \"2022-02-07 22:42:46.000000+00:00\", \"2022-05-04 18:23:05.000000+00:00\"], \"session_ids\": [\"c3f491f6-690a-492a-b7cb-a67efee19f58\", \"1034dc31-2c61-4cb8-8bc7-ace4fd5044b8\", \"fb60b832-9892-4fec-9274-98d20ffd52ba\", \"f09b11be-2a03-444a-b577-fe27e053d118\", \"32770ca6-a332-4261-b216-268991ebb2d1\"], \"total_duration\": 191.0, \"total_sessions\": 5, \"mean_week_duration\": 1.117}, \"38117\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-07 22:18:13.000000+00:00\", \"2021-06-05 19:43:48.000000+00:00\"], \"session_ids\": [\"9455c4ef-ce5d-440b-8454-158ed938e7f4\", \"8645a8a7-51c1-42de-bf84-ef98480e7f82\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.168}, \"38772\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-31 20:00:50.000000+00:00\", \"2019-02-10 08:48:50.000000+00:00\"], \"session_ids\": [\"5a01aa69-168a-4256-9352-5a265e43042f\", \"e022df8c-f252-4a2f-bcd8-2f3089e3ad10\"], \"total_duration\": 391.0, \"total_sessions\": 2, \"mean_week_duration\": 15.64}, \"16433\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 7, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-10-25 21:01:01.000000+00:00\", \"2020-08-06 17:38:24.000000+00:00\", \"2021-09-23 03:58:57.000000+00:00\", \"2021-12-21 00:24:04.000000+00:00\", \"2019-06-03 19:12:56.000000+00:00\", \"2019-07-07 03:21:15.000000+00:00\", \"2019-10-02 20:30:46.000000+00:00\"], \"session_ids\": [\"0966fc50-7ee1-45f7-9aa5-4c398a854e05\", \"ba745304-090c-45fc-aaef-effdae39e5f5\", \"b82493e7-3f9c-4a89-b818-b3d01823c8ec\", \"9d17e756-43c7-48b3-b25f-916db913d7c1\", \"8952bec8-4664-4223-ba9b-e0466bf80d6d\", \"b8e03695-90cb-4526-bbc6-01d5a6966dfd\", \"63825224-ee94-40be-8bd8-1951b212cbe8\"], \"total_duration\": 920.0, \"total_sessions\": 7, \"mean_week_duration\": 5.169}, \"83417\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-24 23:43:54.000000+00:00\", \"2022-04-18 12:00:18.000000+00:00\", \"2021-04-29 17:52:44.000000+00:00\"], \"session_ids\": [\"6aab4169-6ad1-4a47-8470-ca52bc8ddbb7\", \"b251238f-707c-43eb-a937-3ce21cedd44f\", \"faf4322e-6cd0-4f8c-a94c-91a85f0ddbd0\"], \"total_duration\": 1026.0, \"total_sessions\": 3, \"mean_week_duration\": 20.118}, \"1604\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-25 08:20:51.000000+00:00\", \"2021-01-14 16:38:29.000000+00:00\", \"2021-09-09 07:12:38.000000+00:00\"], \"session_ids\": [\"eb39c549-ca49-4e6d-8a94-a75cc9e9d9e1\", \"6d51f798-b0db-456e-9e49-8770c5f4f1ca\", \"dd447704-de53-416d-a87a-eb443089911d\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 1.912}}\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[{\"38117\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-07 22:18:13.000000+00:00\", \"2021-06-05 19:43:48.000000+00:00\"], \"session_ids\": [\"9455c4ef-ce5d-440b-8454-158ed938e7f4\", \"8645a8a7-51c1-42de-bf84-ef98480e7f82\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.168}}, {\"31688\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-10-14 09:16:54.000000+00:00\", \"2023-03-09 21:14:48.000000+00:00\", \"2022-09-13 16:15:54.000000+00:00\", \"2021-04-03 12:30:22.000000+00:00\"], \"session_ids\": [\"06dba3c1-763a-45e8-b11f-635a1c80278a\", \"8cbbdb2c-4c10-4235-bbfd-f719d861aff6\", \"6c344093-cc69-4eb8-a7f2-8893abc9c1fe\", \"aed47197-7bc8-4ea3-9724-935137c5cd5e\"], \"total_duration\": 51.0, \"total_sessions\": 4, \"mean_week_duration\": 0.505}}, {\"97911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-03-25 03:19:38.000000+00:00\", \"2022-12-09 15:30:46.000000+00:00\"], \"session_ids\": [\"a9e80173-9ac0-423d-bd82-de4f34a9e012\", \"76a26974-ff7a-4cc9-9079-7b28d3b07a8c\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 1.078}}, {\"32327\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-01-16 01:18:33.000000+00:00\", \"2019-10-06 15:21:36.000000+00:00\", \"2023-01-07 10:14:27.000000+00:00\", \"2022-02-07 22:42:46.000000+00:00\", \"2022-05-04 18:23:05.000000+00:00\"], \"session_ids\": [\"c3f491f6-690a-492a-b7cb-a67efee19f58\", \"1034dc31-2c61-4cb8-8bc7-ace4fd5044b8\", \"fb60b832-9892-4fec-9274-98d20ffd52ba\", \"f09b11be-2a03-444a-b577-fe27e053d118\", \"32770ca6-a332-4261-b216-268991ebb2d1\"], \"total_duration\": 191.0, \"total_sessions\": 5, \"mean_week_duration\": 1.117}}, {\"50666\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-06-18 14:29:21.000000+00:00\", \"2022-07-02 12:04:01.000000+00:00\", \"2019-07-10 23:03:53.000000+00:00\", \"2019-08-29 21:35:47.000000+00:00\", \"2022-09-19 10:31:21.000000+00:00\"], \"session_ids\": [\"09d79729-2754-448e-967f-c3c62e682d59\", \"b911fcc0-c09c-409c-b217-4438a79789be\", \"e1a0a62f-60c9-4833-971a-f79ca3516f62\", \"718af875-aee1-4b90-b8e4-b05c756d8ccc\", \"45b67799-a64a-4547-9fb7-152016700afc\"], \"total_duration\": 194.0, \"total_sessions\": 5, \"mean_week_duration\": 1.162}}, {\"1604\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-25 08:20:51.000000+00:00\", \"2021-01-14 16:38:29.000000+00:00\", \"2021-09-09 07:12:38.000000+00:00\"], \"session_ids\": [\"eb39c549-ca49-4e6d-8a94-a75cc9e9d9e1\", \"6d51f798-b0db-456e-9e49-8770c5f4f1ca\", \"dd447704-de53-416d-a87a-eb443089911d\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 1.912}}, {\"16433\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 7, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-10-25 21:01:01.000000+00:00\", \"2020-08-06 17:38:24.000000+00:00\", \"2021-09-23 03:58:57.000000+00:00\", \"2021-12-21 00:24:04.000000+00:00\", \"2019-06-03 19:12:56.000000+00:00\", \"2019-07-07 03:21:15.000000+00:00\", \"2019-10-02 20:30:46.000000+00:00\"], \"session_ids\": [\"0966fc50-7ee1-45f7-9aa5-4c398a854e05\", \"ba745304-090c-45fc-aaef-effdae39e5f5\", \"b82493e7-3f9c-4a89-b818-b3d01823c8ec\", \"9d17e756-43c7-48b3-b25f-916db913d7c1\", \"8952bec8-4664-4223-ba9b-e0466bf80d6d\", \"b8e03695-90cb-4526-bbc6-01d5a6966dfd\", \"63825224-ee94-40be-8bd8-1951b212cbe8\"], \"total_duration\": 920.0, \"total_sessions\": 7, \"mean_week_duration\": 5.169}}, {\"53401\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-02-17 02:34:59.000000+00:00\", \"2021-08-11 02:46:32.000000+00:00\"], \"session_ids\": [\"ed62b4a6-a4eb-448f-9d6b-13d685950380\", \"3982f89b-d7b7-4ae5-9cb0-b37a9a8755a6\"], \"total_duration\": 211.0, \"total_sessions\": 2, \"mean_week_duration\": 8.44}}, {\"38772\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-31 20:00:50.000000+00:00\", \"2019-02-10 08:48:50.000000+00:00\"], \"session_ids\": [\"5a01aa69-168a-4256-9352-5a265e43042f\", \"e022df8c-f252-4a2f-bcd8-2f3089e3ad10\"], \"total_duration\": 391.0, \"total_sessions\": 2, \"mean_week_duration\": 15.64}}, {\"83417\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-24 23:43:54.000000+00:00\", \"2022-04-18 12:00:18.000000+00:00\", \"2021-04-29 17:52:44.000000+00:00\"], \"session_ids\": [\"6aab4169-6ad1-4a47-8470-ca52bc8ddbb7\", \"b251238f-707c-43eb-a937-3ce21cedd44f\", \"faf4322e-6cd0-4f8c-a94c-91a85f0ddbd0\"], \"total_duration\": 1026.0, \"total_sessions\": 3, \"mean_week_duration\": 20.118}}]\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[{\"38117\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-07 22:18:13.000000+00:00\", \"2021-06-05 19:43:48.000000+00:00\"], \"session_ids\": [\"9455c4ef-ce5d-440b-8454-158ed938e7f4\", \"8645a8a7-51c1-42de-bf84-ef98480e7f82\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.168}}, {\"31688\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-10-14 09:16:54.000000+00:00\", \"2023-03-09 21:14:48.000000+00:00\", \"2022-09-13 16:15:54.000000+00:00\", \"2021-04-03 12:30:22.000000+00:00\"], \"session_ids\": [\"06dba3c1-763a-45e8-b11f-635a1c80278a\", \"8cbbdb2c-4c10-4235-bbfd-f719d861aff6\", \"6c344093-cc69-4eb8-a7f2-8893abc9c1fe\", \"aed47197-7bc8-4ea3-9724-935137c5cd5e\"], \"total_duration\": 51.0, \"total_sessions\": 4, \"mean_week_duration\": 0.505}}, {\"97911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-03-25 03:19:38.000000+00:00\", \"2022-12-09 15:30:46.000000+00:00\"], \"session_ids\": [\"a9e80173-9ac0-423d-bd82-de4f34a9e012\", \"76a26974-ff7a-4cc9-9079-7b28d3b07a8c\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 1.078}}, {\"32327\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-01-16 01:18:33.000000+00:00\", \"2019-10-06 15:21:36.000000+00:00\", \"2023-01-07 10:14:27.000000+00:00\", \"2022-02-07 22:42:46.000000+00:00\", \"2022-05-04 18:23:05.000000+00:00\"], \"session_ids\": [\"c3f491f6-690a-492a-b7cb-a67efee19f58\", \"1034dc31-2c61-4cb8-8bc7-ace4fd5044b8\", \"fb60b832-9892-4fec-9274-98d20ffd52ba\", \"f09b11be-2a03-444a-b577-fe27e053d118\", \"32770ca6-a332-4261-b216-268991ebb2d1\"], \"total_duration\": 191.0, \"total_sessions\": 5, \"mean_week_duration\": 1.117}}, {\"50666\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-06-18 14:29:21.000000+00:00\", \"2022-07-02 12:04:01.000000+00:00\", \"2019-07-10 23:03:53.000000+00:00\", \"2019-08-29 21:35:47.000000+00:00\", \"2022-09-19 10:31:21.000000+00:00\"], \"session_ids\": [\"09d79729-2754-448e-967f-c3c62e682d59\", \"b911fcc0-c09c-409c-b217-4438a79789be\", \"e1a0a62f-60c9-4833-971a-f79ca3516f62\", \"718af875-aee1-4b90-b8e4-b05c756d8ccc\", \"45b67799-a64a-4547-9fb7-152016700afc\"], \"total_duration\": 194.0, \"total_sessions\": 5, \"mean_week_duration\": 1.162}}, {\"1604\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-25 08:20:51.000000+00:00\", \"2021-01-14 16:38:29.000000+00:00\", \"2021-09-09 07:12:38.000000+00:00\"], \"session_ids\": [\"eb39c549-ca49-4e6d-8a94-a75cc9e9d9e1\", \"6d51f798-b0db-456e-9e49-8770c5f4f1ca\", \"dd447704-de53-416d-a87a-eb443089911d\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 1.912}}, {\"16433\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 7, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-10-25 21:01:01.000000+00:00\", \"2020-08-06 17:38:24.000000+00:00\", \"2021-09-23 03:58:57.000000+00:00\", \"2021-12-21 00:24:04.000000+00:00\", \"2019-06-03 19:12:56.000000+00:00\", \"2019-07-07 03:21:15.000000+00:00\", \"2019-10-02 20:30:46.000000+00:00\"], \"session_ids\": [\"0966fc50-7ee1-45f7-9aa5-4c398a854e05\", \"ba745304-090c-45fc-aaef-effdae39e5f5\", \"b82493e7-3f9c-4a89-b818-b3d01823c8ec\", \"9d17e756-43c7-48b3-b25f-916db913d7c1\", \"8952bec8-4664-4223-ba9b-e0466bf80d6d\", \"b8e03695-90cb-4526-bbc6-01d5a6966dfd\", \"63825224-ee94-40be-8bd8-1951b212cbe8\"], \"total_duration\": 920.0, \"total_sessions\": 7, \"mean_week_duration\": 5.169}}, {\"53401\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-02-17 02:34:59.000000+00:00\", \"2021-08-11 02:46:32.000000+00:00\"], \"session_ids\": [\"ed62b4a6-a4eb-448f-9d6b-13d685950380\", \"3982f89b-d7b7-4ae5-9cb0-b37a9a8755a6\"], \"total_duration\": 211.0, \"total_sessions\": 2, \"mean_week_duration\": 8.44}}, {\"38772\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-31 20:00:50.000000+00:00\", \"2019-02-10 08:48:50.000000+00:00\"], \"session_ids\": [\"5a01aa69-168a-4256-9352-5a265e43042f\", \"e022df8c-f252-4a2f-bcd8-2f3089e3ad10\"], \"total_duration\": 391.0, \"total_sessions\": 2, \"mean_week_duration\": 15.64}}, {\"83417\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-24 23:43:54.000000+00:00\", \"2022-04-18 12:00:18.000000+00:00\", \"2021-04-29 17:52:44.000000+00:00\"], \"session_ids\": [\"6aab4169-6ad1-4a47-8470-ca52bc8ddbb7\", \"b251238f-707c-43eb-a937-3ce21cedd44f\", \"faf4322e-6cd0-4f8c-a94c-91a85f0ddbd0\"], \"total_duration\": 1026.0, \"total_sessions\": 3, \"mean_week_duration\": 20.118}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about users whose time using the app is same as 1758 and in addition perform sorting by overall total duration form the highest value to the lowest value and in addition save only 2 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"81655\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-12-17 23:26:47.000000+00:00\", \"2023-02-15 01:00:32.000000+00:00\"], \"session_ids\": [\"7d49ad91-3284-4035-bf35-66cbafe1a496\", \"d32f622b-7ea7-46eb-81ce-5912c65b7740\"], \"total_duration\": 303.0, \"total_sessions\": 2, \"mean_week_duration\": 1.836}, \"67713\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-01-19 13:36:14.000000+00:00\", \"2020-04-21 07:47:30.000000+00:00\"], \"session_ids\": [\"4c978b56-a00f-4c3b-853c-786d1fb5d283\", \"7460d724-8c26-41ab-bc48-2c6b4d469548\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 7.5}, \"52787\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-01-28 04:35:59.000000+00:00\", \"2021-07-12 22:38:52.000000+00:00\", \"2021-07-06 15:18:43.000000+00:00\", \"2021-12-04 12:12:43.000000+00:00\", \"2020-11-23 23:49:19.000000+00:00\", \"2019-09-19 00:05:29.000000+00:00\", \"2020-04-10 22:26:11.000000+00:00\", \"2022-04-23 15:31:52.000000+00:00\"], \"session_ids\": [\"282f9376-2296-442e-82f3-f608b36b646b\", \"b832834e-94a0-44c8-87e4-7a59171fa82b\", \"3a8b1bd1-91d5-4ff5-bc88-868934a5c081\", \"0bc969ba-337a-4920-b746-606219d9b96a\", \"2f0f939f-3194-4d4a-afa6-1b54c7f5947b\", \"cc54ee74-fa4c-4a72-9435-9e5b520bab82\", \"2e1a4480-c1dd-4845-98f9-64631e63b8f2\", \"4ee57fd6-3ed6-4a99-b60e-ebd0cd12db82\"], \"total_duration\": 199.0, \"total_sessions\": 8, \"mean_week_duration\": 1.178}, \"86484\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-04-19 17:08:04.000000+00:00\", \"2019-06-26 03:15:10.000000+00:00\"], \"session_ids\": [\"56244327-6539-4d97-bdf1-71aa62712274\", \"6dd7e515-1ba3-4e9c-bfb9-e6c596a4c6ff\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 1.698}, \"10949\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-04-08 13:18:22.000000+00:00\", \"2019-01-07 14:52:31.000000+00:00\"], \"session_ids\": [\"91bf7506-d4df-4668-b9f0-c6860f0f873f\", \"82fd80db-0659-4768-bfe4-5b7645166502\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.243}, \"79569\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-05-04 13:23:20.000000+00:00\", \"2020-04-17 08:41:37.000000+00:00\", \"2022-10-11 00:27:23.000000+00:00\"], \"session_ids\": [\"606044fe-2d68-480f-bc91-363bdf29ac68\", \"e17928ab-2690-450e-9184-7b1f7f17ca9f\", \"6f1eaa25-0faa-4ede-9795-b04bf8d5feaf\"], \"total_duration\": 977.0, \"total_sessions\": 3, \"mean_week_duration\": 7.515}, \"60488\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-12-01 03:21:45.000000+00:00\", \"2021-08-10 12:29:51.000000+00:00\"], \"session_ids\": [\"b01b2fed-8eb4-4784-9429-f2d0020a736b\", \"8df421ca-a38a-4e50-8517-189fed3954c1\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 2.188}, \"26095\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-06-09 23:40:38.000000+00:00\", \"2022-04-19 01:52:32.000000+00:00\"], \"session_ids\": [\"3ccef0cb-4095-4afb-ba17-6379b5457099\", \"5b8bcd1f-ece6-4f9e-863b-0085a6e8bef3\"], \"total_duration\": 94.0, \"total_sessions\": 2, \"mean_week_duration\": 0.969}, \"71124\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-05-23 14:31:18.000000+00:00\", \"2019-12-11 14:25:49.000000+00:00\"], \"session_ids\": [\"868d9a44-4639-4744-b31f-ab828b75d6d9\", \"ab4342a4-1ff9-4474-a5e5-0b8b93c2515d\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 5.345}, \"63899\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Rome\", \"datetimes\": [\"2019-06-01 04:53:21.000000+00:00\", \"2022-09-14 22:31:54.000000+00:00\"], \"session_ids\": [\"73a06c93-0d1e-4d11-a436-55b431aae113\", \"f10930e1-2a3b-478d-9f35-374336505f98\"], \"total_duration\": 231.0, \"total_sessions\": 2, \"mean_week_duration\": 1.343}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are 1758"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"==\"]]}, \"all_values\": {\"total_duration\": [[1758, 4558]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about 5 users who have quantity of sessions strictly smaller than 7 and bigger than 3 additionaly apply sorting by total sessoins count asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"64607\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-02 23:32:50.000000+00:00\", \"2022-03-18 03:19:54.000000+00:00\", \"2019-06-25 09:55:52.000000+00:00\", \"2021-02-21 17:17:41.000000+00:00\", \"2022-04-26 08:45:49.000000+00:00\"], \"session_ids\": [\"4bf84126-fd46-4cc6-bae4-aba6c89564dd\", \"84d9c1b2-3e30-4193-9d01-a0dba56f5619\", \"43a069f7-6e7c-4ba5-9447-8c06cad204f2\", \"79294baa-0006-44ee-a79b-e6b504f29596\", \"57f36521-e3aa-4a8b-a65b-6eae3d342255\"], \"total_duration\": 2428.0, \"total_sessions\": 5, \"mean_week_duration\": 16.405}, \"80429\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-12-02 16:05:45.000000+00:00\", \"2021-12-21 19:15:09.000000+00:00\", \"2023-05-12 10:48:07.000000+00:00\"], \"session_ids\": [\"f0084dc8-3ba5-41f8-aa88-fb68aea33ced\", \"065512d1-1309-4626-a9ae-4a29e3cf554f\", \"64d48187-2286-4be0-95c9-165bba4af6f0\"], \"total_duration\": 30.0, \"total_sessions\": 3, \"mean_week_duration\": 0.234}, \"7442\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-06-23 09:45:45.000000+00:00\", \"2023-05-27 10:08:28.000000+00:00\", \"2019-11-02 10:59:34.000000+00:00\", \"2020-01-31 20:57:23.000000+00:00\", \"2022-11-03 06:09:25.000000+00:00\"], \"session_ids\": [\"1a3282da-9ca6-4182-b9af-31e7cd81ae84\", \"7056bab9-db95-4015-aa37-e81f3ec44df9\", \"ab2048f4-0015-4e73-ba26-8fafae9ece21\", \"25f6d887-cfc1-4fbc-89a3-ef2690ffe573\", \"55dbb354-4578-4543-842f-27074feb53e4\"], \"total_duration\": 2861.0, \"total_sessions\": 5, \"mean_week_duration\": 13.956}, \"46476\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-26 04:17:59.000000+00:00\", \"2022-03-18 19:44:52.000000+00:00\", \"2021-06-08 08:10:57.000000+00:00\", \"2020-07-07 15:23:42.000000+00:00\"], \"session_ids\": [\"f54dc780-4da0-4c40-97ff-73eb5828a846\", \"650c80fd-7d8a-45d2-a39e-8e9f346046ca\", \"74f5f334-e241-4719-ba74-b89b7585b111\", \"b1086eaf-e3ac-49a2-aa2a-d1b9b09f340e\"], \"total_duration\": 1069.0, \"total_sessions\": 4, \"mean_week_duration\": 12.011}, \"10443\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-03-24 13:53:14.000000+00:00\", \"2021-12-13 10:04:00.000000+00:00\"], \"session_ids\": [\"69bf9323-f720-49b2-9bd4-974c3842fc45\", \"c2e5a043-e342-4ce2-b0ab-d9ae59d0cf09\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 17.6}, \"59956\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-07-16 04:08:35.000000+00:00\", \"2021-08-17 07:01:39.000000+00:00\", \"2019-12-17 14:45:43.000000+00:00\", \"2019-02-15 03:33:53.000000+00:00\"], \"session_ids\": [\"601cf61c-4ac1-4e24-b754-7fff58e04b4f\", \"207f8e23-f25b-4598-b158-aea46f6f4c24\", \"aeb533bc-e0f0-4d6d-bd75-766796503978\", \"bc961b69-cd00-4c74-99e0-3b5ce7ae0f9b\"], \"total_duration\": 2179.0, \"total_sessions\": 4, \"mean_week_duration\": 16.634}, \"95255\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-10-17 08:56:43.000000+00:00\", \"2022-06-19 11:30:22.000000+00:00\", \"2020-11-25 11:29:53.000000+00:00\", \"2022-09-03 00:58:50.000000+00:00\", \"2023-01-31 23:54:09.000000+00:00\", \"2019-10-07 05:18:03.000000+00:00\", \"2022-01-14 18:22:27.000000+00:00\", \"2021-09-20 03:03:13.000000+00:00\", \"2022-06-06 02:22:59.000000+00:00\"], \"session_ids\": [\"8d10cac3-6043-44e9-873b-04470ed488d1\", \"e9a6edb8-dcbf-4a9d-9b2e-5492b741fa42\", \"3876ebc6-af4c-47f4-9d7c-c5fa68bbfe28\", \"87214aab-72dd-47d8-a12b-fea7b549e1b0\", \"87ca0bb8-5300-4fbd-b7ad-98ca10621a36\", \"0b576177-77ce-4a5c-acd5-a303f6826d58\", \"4b569844-f8c5-4908-9abb-395d563e597e\", \"08ae6d8c-d3dd-4871-b2ec-8064fce319f1\", \"309bda42-c2ce-4f5f-a123-6e9acc232a19\"], \"total_duration\": 864.0, \"total_sessions\": 9, \"mean_week_duration\": 4.966}, \"7650\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-11-07 05:38:30.000000+00:00\", \"2019-02-23 22:45:02.000000+00:00\"], \"session_ids\": [\"24e3a421-e175-4e36-b47a-85643c765895\", \"c7a1a810-b040-44fe-b41b-ec9fa9f09f5f\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.163}, \"18371\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-01-15 08:16:50.000000+00:00\", \"2021-01-05 01:19:28.000000+00:00\"], \"session_ids\": [\"5dcb447a-1c74-44a1-b772-fa510cb0bdf0\", \"41551145-f254-46fc-b70d-b93126bb763a\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.151}, \"38049\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-01-09 21:47:04.000000+00:00\", \"2021-12-13 02:33:40.000000+00:00\"], \"session_ids\": [\"b9607535-71c7-455a-ab21-d85f452db16c\", \"4ee1c72f-09e4-41fa-b0f9-252560e54183\"], \"total_duration\": 466.0, \"total_sessions\": 2, \"mean_week_duration\": 9.51}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or greater than 3 and are less than 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{\"64607\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-02 23:32:50.000000+00:00\", \"2022-03-18 03:19:54.000000+00:00\", \"2019-06-25 09:55:52.000000+00:00\", \"2021-02-21 17:17:41.000000+00:00\", \"2022-04-26 08:45:49.000000+00:00\"], \"session_ids\": [\"4bf84126-fd46-4cc6-bae4-aba6c89564dd\", \"84d9c1b2-3e30-4193-9d01-a0dba56f5619\", \"43a069f7-6e7c-4ba5-9447-8c06cad204f2\", \"79294baa-0006-44ee-a79b-e6b504f29596\", \"57f36521-e3aa-4a8b-a65b-6eae3d342255\"], \"total_duration\": 2428.0, \"total_sessions\": 5, \"mean_week_duration\": 16.405}, \"80429\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-12-02 16:05:45.000000+00:00\", \"2021-12-21 19:15:09.000000+00:00\", \"2023-05-12 10:48:07.000000+00:00\"], \"session_ids\": [\"f0084dc8-3ba5-41f8-aa88-fb68aea33ced\", \"065512d1-1309-4626-a9ae-4a29e3cf554f\", \"64d48187-2286-4be0-95c9-165bba4af6f0\"], \"total_duration\": 30.0, \"total_sessions\": 3, \"mean_week_duration\": 0.234}, \"7442\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-06-23 09:45:45.000000+00:00\", \"2023-05-27 10:08:28.000000+00:00\", \"2019-11-02 10:59:34.000000+00:00\", \"2020-01-31 20:57:23.000000+00:00\", \"2022-11-03 06:09:25.000000+00:00\"], \"session_ids\": [\"1a3282da-9ca6-4182-b9af-31e7cd81ae84\", \"7056bab9-db95-4015-aa37-e81f3ec44df9\", \"ab2048f4-0015-4e73-ba26-8fafae9ece21\", \"25f6d887-cfc1-4fbc-89a3-ef2690ffe573\", \"55dbb354-4578-4543-842f-27074feb53e4\"], \"total_duration\": 2861.0, \"total_sessions\": 5, \"mean_week_duration\": 13.956}, \"46476\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-26 04:17:59.000000+00:00\", \"2022-03-18 19:44:52.000000+00:00\", \"2021-06-08 08:10:57.000000+00:00\", \"2020-07-07 15:23:42.000000+00:00\"], \"session_ids\": [\"f54dc780-4da0-4c40-97ff-73eb5828a846\", \"650c80fd-7d8a-45d2-a39e-8e9f346046ca\", \"74f5f334-e241-4719-ba74-b89b7585b111\", \"b1086eaf-e3ac-49a2-aa2a-d1b9b09f340e\"], \"total_duration\": 1069.0, \"total_sessions\": 4, \"mean_week_duration\": 12.011}, \"59956\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-07-16 04:08:35.000000+00:00\", \"2021-08-17 07:01:39.000000+00:00\", \"2019-12-17 14:45:43.000000+00:00\", \"2019-02-15 03:33:53.000000+00:00\"], \"session_ids\": [\"601cf61c-4ac1-4e24-b754-7fff58e04b4f\", \"207f8e23-f25b-4598-b158-aea46f6f4c24\", \"aeb533bc-e0f0-4d6d-bd75-766796503978\", \"bc961b69-cd00-4c74-99e0-3b5ce7ae0f9b\"], \"total_duration\": 2179.0, \"total_sessions\": 4, \"mean_week_duration\": 16.634}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"80429\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-12-02 16:05:45.000000+00:00\", \"2021-12-21 19:15:09.000000+00:00\", \"2023-05-12 10:48:07.000000+00:00\"], \"session_ids\": [\"f0084dc8-3ba5-41f8-aa88-fb68aea33ced\", \"065512d1-1309-4626-a9ae-4a29e3cf554f\", \"64d48187-2286-4be0-95c9-165bba4af6f0\"], \"total_duration\": 30.0, \"total_sessions\": 3, \"mean_week_duration\": 0.234}}, {\"46476\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-26 04:17:59.000000+00:00\", \"2022-03-18 19:44:52.000000+00:00\", \"2021-06-08 08:10:57.000000+00:00\", \"2020-07-07 15:23:42.000000+00:00\"], \"session_ids\": [\"f54dc780-4da0-4c40-97ff-73eb5828a846\", \"650c80fd-7d8a-45d2-a39e-8e9f346046ca\", \"74f5f334-e241-4719-ba74-b89b7585b111\", \"b1086eaf-e3ac-49a2-aa2a-d1b9b09f340e\"], \"total_duration\": 1069.0, \"total_sessions\": 4, \"mean_week_duration\": 12.011}}, {\"59956\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-07-16 04:08:35.000000+00:00\", \"2021-08-17 07:01:39.000000+00:00\", \"2019-12-17 14:45:43.000000+00:00\", \"2019-02-15 03:33:53.000000+00:00\"], \"session_ids\": [\"601cf61c-4ac1-4e24-b754-7fff58e04b4f\", \"207f8e23-f25b-4598-b158-aea46f6f4c24\", \"aeb533bc-e0f0-4d6d-bd75-766796503978\", \"bc961b69-cd00-4c74-99e0-3b5ce7ae0f9b\"], \"total_duration\": 2179.0, \"total_sessions\": 4, \"mean_week_duration\": 16.634}}, {\"64607\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-02 23:32:50.000000+00:00\", \"2022-03-18 03:19:54.000000+00:00\", \"2019-06-25 09:55:52.000000+00:00\", \"2021-02-21 17:17:41.000000+00:00\", \"2022-04-26 08:45:49.000000+00:00\"], \"session_ids\": [\"4bf84126-fd46-4cc6-bae4-aba6c89564dd\", \"84d9c1b2-3e30-4193-9d01-a0dba56f5619\", \"43a069f7-6e7c-4ba5-9447-8c06cad204f2\", \"79294baa-0006-44ee-a79b-e6b504f29596\", \"57f36521-e3aa-4a8b-a65b-6eae3d342255\"], \"total_duration\": 2428.0, \"total_sessions\": 5, \"mean_week_duration\": 16.405}}, {\"7442\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-06-23 09:45:45.000000+00:00\", \"2023-05-27 10:08:28.000000+00:00\", \"2019-11-02 10:59:34.000000+00:00\", \"2020-01-31 20:57:23.000000+00:00\", \"2022-11-03 06:09:25.000000+00:00\"], \"session_ids\": [\"1a3282da-9ca6-4182-b9af-31e7cd81ae84\", \"7056bab9-db95-4015-aa37-e81f3ec44df9\", \"ab2048f4-0015-4e73-ba26-8fafae9ece21\", \"25f6d887-cfc1-4fbc-89a3-ef2690ffe573\", \"55dbb354-4578-4543-842f-27074feb53e4\"], \"total_duration\": 2861.0, \"total_sessions\": 5, \"mean_week_duration\": 13.956}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 5 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"80429\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-12-02 16:05:45.000000+00:00\", \"2021-12-21 19:15:09.000000+00:00\", \"2023-05-12 10:48:07.000000+00:00\"], \"session_ids\": [\"f0084dc8-3ba5-41f8-aa88-fb68aea33ced\", \"065512d1-1309-4626-a9ae-4a29e3cf554f\", \"64d48187-2286-4be0-95c9-165bba4af6f0\"], \"total_duration\": 30.0, \"total_sessions\": 3, \"mean_week_duration\": 0.234}}, {\"46476\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-26 04:17:59.000000+00:00\", \"2022-03-18 19:44:52.000000+00:00\", \"2021-06-08 08:10:57.000000+00:00\", \"2020-07-07 15:23:42.000000+00:00\"], \"session_ids\": [\"f54dc780-4da0-4c40-97ff-73eb5828a846\", \"650c80fd-7d8a-45d2-a39e-8e9f346046ca\", \"74f5f334-e241-4719-ba74-b89b7585b111\", \"b1086eaf-e3ac-49a2-aa2a-d1b9b09f340e\"], \"total_duration\": 1069.0, \"total_sessions\": 4, \"mean_week_duration\": 12.011}}, {\"59956\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-07-16 04:08:35.000000+00:00\", \"2021-08-17 07:01:39.000000+00:00\", \"2019-12-17 14:45:43.000000+00:00\", \"2019-02-15 03:33:53.000000+00:00\"], \"session_ids\": [\"601cf61c-4ac1-4e24-b754-7fff58e04b4f\", \"207f8e23-f25b-4598-b158-aea46f6f4c24\", \"aeb533bc-e0f0-4d6d-bd75-766796503978\", \"bc961b69-cd00-4c74-99e0-3b5ce7ae0f9b\"], \"total_duration\": 2179.0, \"total_sessions\": 4, \"mean_week_duration\": 16.634}}, {\"64607\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-02 23:32:50.000000+00:00\", \"2022-03-18 03:19:54.000000+00:00\", \"2019-06-25 09:55:52.000000+00:00\", \"2021-02-21 17:17:41.000000+00:00\", \"2022-04-26 08:45:49.000000+00:00\"], \"session_ids\": [\"4bf84126-fd46-4cc6-bae4-aba6c89564dd\", \"84d9c1b2-3e30-4193-9d01-a0dba56f5619\", \"43a069f7-6e7c-4ba5-9447-8c06cad204f2\", \"79294baa-0006-44ee-a79b-e6b504f29596\", \"57f36521-e3aa-4a8b-a65b-6eae3d342255\"], \"total_duration\": 2428.0, \"total_sessions\": 5, \"mean_week_duration\": 16.405}}, {\"7442\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-06-23 09:45:45.000000+00:00\", \"2023-05-27 10:08:28.000000+00:00\", \"2019-11-02 10:59:34.000000+00:00\", \"2020-01-31 20:57:23.000000+00:00\", \"2022-11-03 06:09:25.000000+00:00\"], \"session_ids\": [\"1a3282da-9ca6-4182-b9af-31e7cd81ae84\", \"7056bab9-db95-4015-aa37-e81f3ec44df9\", \"ab2048f4-0015-4e73-ba26-8fafae9ece21\", \"25f6d887-cfc1-4fbc-89a3-ef2690ffe573\", \"55dbb354-4578-4543-842f-27074feb53e4\"], \"total_duration\": 2861.0, \"total_sessions\": 5, \"mean_week_duration\": 13.956}}]\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[{\"80429\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-12-02 16:05:45.000000+00:00\", \"2021-12-21 19:15:09.000000+00:00\", \"2023-05-12 10:48:07.000000+00:00\"], \"session_ids\": [\"f0084dc8-3ba5-41f8-aa88-fb68aea33ced\", \"065512d1-1309-4626-a9ae-4a29e3cf554f\", \"64d48187-2286-4be0-95c9-165bba4af6f0\"], \"total_duration\": 30.0, \"total_sessions\": 3, \"mean_week_duration\": 0.234}}, {\"46476\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-26 04:17:59.000000+00:00\", \"2022-03-18 19:44:52.000000+00:00\", \"2021-06-08 08:10:57.000000+00:00\", \"2020-07-07 15:23:42.000000+00:00\"], \"session_ids\": [\"f54dc780-4da0-4c40-97ff-73eb5828a846\", \"650c80fd-7d8a-45d2-a39e-8e9f346046ca\", \"74f5f334-e241-4719-ba74-b89b7585b111\", \"b1086eaf-e3ac-49a2-aa2a-d1b9b09f340e\"], \"total_duration\": 1069.0, \"total_sessions\": 4, \"mean_week_duration\": 12.011}}, {\"59956\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-07-16 04:08:35.000000+00:00\", \"2021-08-17 07:01:39.000000+00:00\", \"2019-12-17 14:45:43.000000+00:00\", \"2019-02-15 03:33:53.000000+00:00\"], \"session_ids\": [\"601cf61c-4ac1-4e24-b754-7fff58e04b4f\", \"207f8e23-f25b-4598-b158-aea46f6f4c24\", \"aeb533bc-e0f0-4d6d-bd75-766796503978\", \"bc961b69-cd00-4c74-99e0-3b5ce7ae0f9b\"], \"total_duration\": 2179.0, \"total_sessions\": 4, \"mean_week_duration\": 16.634}}, {\"64607\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-02 23:32:50.000000+00:00\", \"2022-03-18 03:19:54.000000+00:00\", \"2019-06-25 09:55:52.000000+00:00\", \"2021-02-21 17:17:41.000000+00:00\", \"2022-04-26 08:45:49.000000+00:00\"], \"session_ids\": [\"4bf84126-fd46-4cc6-bae4-aba6c89564dd\", \"84d9c1b2-3e30-4193-9d01-a0dba56f5619\", \"43a069f7-6e7c-4ba5-9447-8c06cad204f2\", \"79294baa-0006-44ee-a79b-e6b504f29596\", \"57f36521-e3aa-4a8b-a65b-6eae3d342255\"], \"total_duration\": 2428.0, \"total_sessions\": 5, \"mean_week_duration\": 16.405}}, {\"7442\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-06-23 09:45:45.000000+00:00\", \"2023-05-27 10:08:28.000000+00:00\", \"2019-11-02 10:59:34.000000+00:00\", \"2020-01-31 20:57:23.000000+00:00\", \"2022-11-03 06:09:25.000000+00:00\"], \"session_ids\": [\"1a3282da-9ca6-4182-b9af-31e7cd81ae84\", \"7056bab9-db95-4015-aa37-e81f3ec44df9\", \"ab2048f4-0015-4e73-ba26-8fafae9ece21\", \"25f6d887-cfc1-4fbc-89a3-ef2690ffe573\", \"55dbb354-4578-4543-842f-27074feb53e4\"], \"total_duration\": 2861.0, \"total_sessions\": 5, \"mean_week_duration\": 13.956}}]\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 2 users whose app usage time is < than 182 inclusive also implement sorting by total sessions 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{\"46932\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-04-28 19:10:29.000000+00:00\", \"2022-12-20 09:05:39.000000+00:00\", \"2020-01-22 02:08:52.000000+00:00\"], \"session_ids\": [\"e1e9cc22-05ef-49a0-a9ba-1c18f8f69f8d\", \"ee2ccbcd-6764-4f60-9c33-bb4daf3a6c00\", \"883b3080-650e-4067-837d-dc1735a262db\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.158}, \"81115\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-07-22 16:33:19.000000+00:00\", \"2021-11-02 23:55:02.000000+00:00\"], \"session_ids\": [\"dbafcda7-a3c1-4f5a-bbb8-e9474fb2f83b\", \"9426f82b-1da7-447f-b7ff-c00b68cafd89\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.254}, \"25567\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-06-03 07:32:52.000000+00:00\", \"2022-10-31 14:44:15.000000+00:00\", \"2021-03-31 10:54:13.000000+00:00\"], \"session_ids\": [\"8ba7f96b-c64f-48b5-8d43-561d313934e6\", \"cf5753aa-92d9-4f16-ae36-f1f0de55aa78\", \"2c9fa4a1-0ca5-4692-9529-35cbe0a72572\"], \"total_duration\": 950.0, \"total_sessions\": 3, \"mean_week_duration\": 11.446}, \"60645\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-12-01 09:30:13.000000+00:00\", \"2022-07-24 21:45:53.000000+00:00\", \"2019-12-20 10:51:18.000000+00:00\", \"2019-07-16 13:19:06.000000+00:00\", \"2020-06-03 19:05:52.000000+00:00\"], \"session_ids\": [\"4e353c3d-9c03-4dd2-97fc-0c6447b44d15\", \"9d279822-ea3e-46b9-a255-e5aac261a5e0\", \"2d52af80-20db-42e2-85c1-a7cf0e289acd\", \"0d0834f6-0f86-4a10-a902-32d22853de70\", \"d21ef28d-32f4-427c-9a90-af916d95b873\"], \"total_duration\": 56.0, \"total_sessions\": 5, \"mean_week_duration\": 0.354}, \"31162\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-06-14 16:42:22.000000+00:00\", \"2019-01-28 17:08:32.000000+00:00\"], \"session_ids\": [\"3e363fbf-65ee-41ac-9b01-75f8e60df6ed\", \"7eab0e00-0ff0-4191-b2f4-1ad401d139c6\"], \"total_duration\": 214.0, \"total_sessions\": 2, \"mean_week_duration\": 1.726}, \"47671\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-07-11 06:22:06.000000+00:00\", \"2020-10-09 03:55:38.000000+00:00\"], \"session_ids\": [\"f3ae1609-c848-4ab1-8849-d63b2b85d326\", \"e859d0fa-b1ce-41b9-980f-71e5b3e24f3c\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 13.846}, \"14573\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-08-01 04:50:59.000000+00:00\", \"2022-09-17 13:05:15.000000+00:00\"], \"session_ids\": [\"ae36373f-01c5-41d1-94fc-0f67ec04f0fd\", \"d4316e9d-2cea-42d1-bc6f-f35becfb968f\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 1.695}, \"41524\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-02-08 05:27:32.000000+00:00\", \"2022-01-08 22:15:02.000000+00:00\"], \"session_ids\": [\"a5e41029-d26a-423f-82c6-33dbb643d348\", \"de14771a-9511-4a8c-a549-b07bb21a79b4\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 8.4}, \"47108\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-06-10 15:22:05.000000+00:00\", \"2023-03-02 04:00:52.000000+00:00\"], \"session_ids\": [\"22279e3a-2661-4107-bbca-d12f84f22fca\", \"4054ba19-bdb2-4a9a-abd7-f787f528a5e5\"], \"total_duration\": 325.0, \"total_sessions\": 2, \"mean_week_duration\": 1.667}, \"66678\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-01-07 03:59:16.000000+00:00\", \"2021-01-18 04:38:42.000000+00:00\", \"2022-08-22 15:47:05.000000+00:00\"], \"session_ids\": [\"2ffe9d3d-f3b4-4de8-a1f5-6071a45c8063\", \"82135f04-1ef5-4278-9cec-ef51ef4b3dc8\", \"d29927ed-476d-4a20-9f76-0aa4765fd064\"], \"total_duration\": 497.0, \"total_sessions\": 3, \"mean_week_duration\": 3.628}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or less than 182"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\"]]}, \"all_values\": {\"total_duration\": [[182, 4045]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"46932\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-04-28 19:10:29.000000+00:00\", \"2022-12-20 09:05:39.000000+00:00\", \"2020-01-22 02:08:52.000000+00:00\"], \"session_ids\": [\"e1e9cc22-05ef-49a0-a9ba-1c18f8f69f8d\", \"ee2ccbcd-6764-4f60-9c33-bb4daf3a6c00\", \"883b3080-650e-4067-837d-dc1735a262db\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.158}, \"81115\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-07-22 16:33:19.000000+00:00\", \"2021-11-02 23:55:02.000000+00:00\"], \"session_ids\": [\"dbafcda7-a3c1-4f5a-bbb8-e9474fb2f83b\", \"9426f82b-1da7-447f-b7ff-c00b68cafd89\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.254}, \"60645\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-12-01 09:30:13.000000+00:00\", \"2022-07-24 21:45:53.000000+00:00\", \"2019-12-20 10:51:18.000000+00:00\", \"2019-07-16 13:19:06.000000+00:00\", \"2020-06-03 19:05:52.000000+00:00\"], \"session_ids\": [\"4e353c3d-9c03-4dd2-97fc-0c6447b44d15\", \"9d279822-ea3e-46b9-a255-e5aac261a5e0\", \"2d52af80-20db-42e2-85c1-a7cf0e289acd\", \"0d0834f6-0f86-4a10-a902-32d22853de70\", \"d21ef28d-32f4-427c-9a90-af916d95b873\"], \"total_duration\": 56.0, \"total_sessions\": 5, \"mean_week_duration\": 0.354}, \"47671\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-07-11 06:22:06.000000+00:00\", \"2020-10-09 03:55:38.000000+00:00\"], \"session_ids\": [\"f3ae1609-c848-4ab1-8849-d63b2b85d326\", \"e859d0fa-b1ce-41b9-980f-71e5b3e24f3c\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 13.846}, \"14573\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-08-01 04:50:59.000000+00:00\", \"2022-09-17 13:05:15.000000+00:00\"], \"session_ids\": [\"ae36373f-01c5-41d1-94fc-0f67ec04f0fd\", \"d4316e9d-2cea-42d1-bc6f-f35becfb968f\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 1.695}, \"41524\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-02-08 05:27:32.000000+00:00\", \"2022-01-08 22:15:02.000000+00:00\"], \"session_ids\": [\"a5e41029-d26a-423f-82c6-33dbb643d348\", \"de14771a-9511-4a8c-a549-b07bb21a79b4\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 8.4}}\n```\n"
}
] |
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