conversations
list |
|---|
[
{
"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[{\"41630\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-02 14:29:25.000000+00:00\", \"2023-04-08 21:05:57.000000+00:00\"], \"session_ids\": [\"fa0af156-f073-437e-9914-c08d045f530f\", \"0897ca25-54c7-4b0d-a193-c657ccdde5d6\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 2.675}}, {\"15527\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-09-30 11:16:12.000000+00:00\", \"2022-03-16 12:15:10.000000+00:00\"], \"session_ids\": [\"e9cf1103-a7d9-41e5-8b89-b0ffff8392fb\", \"c904ec90-6d71-4a4b-964f-fe4c29a7bba0\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 0.946}}, {\"95587\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-29 21:14:26.000000+00:00\", \"2022-05-10 05:39:42.000000+00:00\", \"2020-10-16 02:54:55.000000+00:00\", \"2022-10-13 15:13:33.000000+00:00\"], \"session_ids\": [\"e9c0422d-db82-4544-ac75-81e190ea705c\", \"2cfe92c5-634f-4e6d-8a38-351fbab4ca88\", \"eeb3c95c-3b71-4264-a6c6-349a3c783a89\", \"3128bb99-2423-464e-91de-c77e05d0aeca\"], \"total_duration\": 137.0, \"total_sessions\": 4, \"mean_week_duration\": 1.142}}]\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[{\"41630\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-02 14:29:25.000000+00:00\", \"2023-04-08 21:05:57.000000+00:00\"], \"session_ids\": [\"fa0af156-f073-437e-9914-c08d045f530f\", \"0897ca25-54c7-4b0d-a193-c657ccdde5d6\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 2.675}}, {\"15527\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-09-30 11:16:12.000000+00:00\", \"2022-03-16 12:15:10.000000+00:00\"], \"session_ids\": [\"e9cf1103-a7d9-41e5-8b89-b0ffff8392fb\", \"c904ec90-6d71-4a4b-964f-fe4c29a7bba0\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 0.946}}, {\"95587\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-29 21:14:26.000000+00:00\", \"2022-05-10 05:39:42.000000+00:00\", \"2020-10-16 02:54:55.000000+00:00\", \"2022-10-13 15:13:33.000000+00:00\"], \"session_ids\": [\"e9c0422d-db82-4544-ac75-81e190ea705c\", \"2cfe92c5-634f-4e6d-8a38-351fbab4ca88\", \"eeb3c95c-3b71-4264-a6c6-349a3c783a89\", \"3128bb99-2423-464e-91de-c77e05d0aeca\"], \"total_duration\": 137.0, \"total_sessions\": 4, \"mean_week_duration\": 1.142}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display to me 7 users pieces of information who have app usage time strictly smaller than 3613 and bigger than 60 and perform sorting by total amount of 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{\"59083\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-17 16:12:11.000000+00:00\", \"2023-04-29 01:26:36.000000+00:00\"], \"session_ids\": [\"cc3d459d-a3eb-4696-86f3-689d832c96bb\", \"36b5f39a-b2a9-4db0-ba1e-4bb3e55b3a3d\"], \"total_duration\": 375.0, \"total_sessions\": 2, \"mean_week_duration\": 2.93}, \"34386\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-12 20:48:46.000000+00:00\", \"2022-09-29 13:54:48.000000+00:00\", \"2022-11-15 01:10:58.000000+00:00\"], \"session_ids\": [\"2d56d55b-fd90-432c-8ee7-22c9b1e0d60b\", \"9e82900c-df64-4575-9b42-101b677a7bd9\", \"de629a73-25c7-4889-97e8-1611b987a3b4\"], \"total_duration\": 1007.0, \"total_sessions\": 3, \"mean_week_duration\": 6.216}, \"53817\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-12 15:58:20.000000+00:00\", \"2019-08-11 07:21:32.000000+00:00\", \"2019-05-16 10:46:39.000000+00:00\", \"2020-09-16 12:01:24.000000+00:00\", \"2020-02-29 15:25:44.000000+00:00\", \"2019-12-14 20:13:43.000000+00:00\", \"2021-08-09 23:31:50.000000+00:00\", \"2022-11-06 14:48:06.000000+00:00\"], \"session_ids\": [\"4e16f1c4-86c3-4f68-8223-c3b1f8b13c69\", \"e434a42b-cc58-4e8d-9eec-aeb9354a1535\", \"d21c79ef-817d-4cc9-a8b3-efef5f71353d\", \"04c2f49d-6cf4-4012-bac7-9bdc29f0ed6d\", \"a2987e1f-f162-44f7-ab99-9134ef452366\", \"8f28a32f-fad5-4c09-8338-0ee76abf0ce3\", \"f11864c2-1288-470f-826a-71cdde60a7a0\", \"d093bcde-a5d0-44bc-8642-9319c390ef39\"], \"total_duration\": 247.0, \"total_sessions\": 8, \"mean_week_duration\": 1.357}, \"25336\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-28 16:30:13.000000+00:00\", \"2020-03-03 15:26:53.000000+00:00\", \"2022-08-29 11:00:59.000000+00:00\"], \"session_ids\": [\"45d4d219-5992-487f-b0aa-dac6a46da80b\", \"70499333-a991-4415-9503-0350d32d6dc7\", \"8ae53b84-ffa8-4174-ad90-2cfb2ef9fb97\"], \"total_duration\": 170.0, \"total_sessions\": 3, \"mean_week_duration\": 0.977}, \"85633\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-12-22 22:34:27.000000+00:00\", \"2020-04-21 14:59:20.000000+00:00\"], \"session_ids\": [\"af2ae41f-8dc9-46c9-ac82-f1b1c7a51e44\", \"02baef8f-8f7f-4bc6-9627-27e34ec62889\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.743}, \"68223\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Moscow\", \"datetimes\": [\"2022-08-13 20:11:00.000000+00:00\", \"2020-01-07 07:18:07.000000+00:00\"], \"session_ids\": [\"1f50f97e-3927-43d4-a857-09e68746368d\", \"4dcb1890-e49b-43c7-baf6-f4b8f1db3685\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.419}, \"63033\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-17 17:13:59.000000+00:00\", \"2019-04-09 04:35:28.000000+00:00\"], \"session_ids\": [\"65e22b4a-8e12-4303-b28a-8b5da3d83bd0\", \"4c807e0a-ad8d-4aee-830a-b0d1cb7839d6\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 4.488}, \"78527\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-11-20 13:23:34.000000+00:00\", \"2022-02-03 17:14:29.000000+00:00\", \"2021-05-21 05:54:49.000000+00:00\", \"2021-02-14 18:05:55.000000+00:00\"], \"session_ids\": [\"062b4d80-09bc-452a-bd37-11cb8dc3072c\", \"4800e59b-04b3-40f5-add8-266532c04fb9\", \"725691c2-46fa-453d-b968-d7c666b5b782\", \"d3362e95-20e3-4bde-a82a-f21df6d5d796\"], \"total_duration\": 1524.0, \"total_sessions\": 4, \"mean_week_duration\": 13.138}, \"34088\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-02-19 03:04:27.000000+00:00\", \"2022-05-27 00:59:25.000000+00:00\"], \"session_ids\": [\"b57db383-fc89-4e36-ac7d-faf7818efa1c\", \"114e965f-0cc3-4fef-922c-85740031950d\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.304}, \"96829\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-08 08:50:39.000000+00:00\", \"2020-12-10 13:46:29.000000+00:00\"], \"session_ids\": [\"39c5ac37-ca35-453d-9771-6fab14e98cca\", \"52deee49-13de-4a90-ace8-0924a7a006ff\"], \"total_duration\": 271.0, \"total_sessions\": 2, \"mean_week_duration\": 67.75}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or greater than 60 and are less than 3613"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_duration\": [[60, 3613]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"59083\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-17 16:12:11.000000+00:00\", \"2023-04-29 01:26:36.000000+00:00\"], \"session_ids\": [\"cc3d459d-a3eb-4696-86f3-689d832c96bb\", \"36b5f39a-b2a9-4db0-ba1e-4bb3e55b3a3d\"], \"total_duration\": 375.0, \"total_sessions\": 2, \"mean_week_duration\": 2.93}, \"34386\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-12 20:48:46.000000+00:00\", \"2022-09-29 13:54:48.000000+00:00\", \"2022-11-15 01:10:58.000000+00:00\"], \"session_ids\": [\"2d56d55b-fd90-432c-8ee7-22c9b1e0d60b\", \"9e82900c-df64-4575-9b42-101b677a7bd9\", \"de629a73-25c7-4889-97e8-1611b987a3b4\"], \"total_duration\": 1007.0, \"total_sessions\": 3, \"mean_week_duration\": 6.216}, \"53817\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-12 15:58:20.000000+00:00\", \"2019-08-11 07:21:32.000000+00:00\", \"2019-05-16 10:46:39.000000+00:00\", \"2020-09-16 12:01:24.000000+00:00\", \"2020-02-29 15:25:44.000000+00:00\", \"2019-12-14 20:13:43.000000+00:00\", \"2021-08-09 23:31:50.000000+00:00\", \"2022-11-06 14:48:06.000000+00:00\"], \"session_ids\": [\"4e16f1c4-86c3-4f68-8223-c3b1f8b13c69\", \"e434a42b-cc58-4e8d-9eec-aeb9354a1535\", \"d21c79ef-817d-4cc9-a8b3-efef5f71353d\", \"04c2f49d-6cf4-4012-bac7-9bdc29f0ed6d\", \"a2987e1f-f162-44f7-ab99-9134ef452366\", \"8f28a32f-fad5-4c09-8338-0ee76abf0ce3\", \"f11864c2-1288-470f-826a-71cdde60a7a0\", \"d093bcde-a5d0-44bc-8642-9319c390ef39\"], \"total_duration\": 247.0, \"total_sessions\": 8, \"mean_week_duration\": 1.357}, \"25336\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-28 16:30:13.000000+00:00\", \"2020-03-03 15:26:53.000000+00:00\", \"2022-08-29 11:00:59.000000+00:00\"], \"session_ids\": [\"45d4d219-5992-487f-b0aa-dac6a46da80b\", \"70499333-a991-4415-9503-0350d32d6dc7\", \"8ae53b84-ffa8-4174-ad90-2cfb2ef9fb97\"], \"total_duration\": 170.0, \"total_sessions\": 3, \"mean_week_duration\": 0.977}, \"63033\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-17 17:13:59.000000+00:00\", \"2019-04-09 04:35:28.000000+00:00\"], \"session_ids\": [\"65e22b4a-8e12-4303-b28a-8b5da3d83bd0\", \"4c807e0a-ad8d-4aee-830a-b0d1cb7839d6\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 4.488}, \"78527\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-11-20 13:23:34.000000+00:00\", \"2022-02-03 17:14:29.000000+00:00\", \"2021-05-21 05:54:49.000000+00:00\", \"2021-02-14 18:05:55.000000+00:00\"], \"session_ids\": [\"062b4d80-09bc-452a-bd37-11cb8dc3072c\", \"4800e59b-04b3-40f5-add8-266532c04fb9\", \"725691c2-46fa-453d-b968-d7c666b5b782\", \"d3362e95-20e3-4bde-a82a-f21df6d5d796\"], \"total_duration\": 1524.0, \"total_sessions\": 4, \"mean_week_duration\": 13.138}, \"96829\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-08 08:50:39.000000+00:00\", \"2020-12-10 13:46:29.000000+00:00\"], \"session_ids\": [\"39c5ac37-ca35-453d-9771-6fab14e98cca\", \"52deee49-13de-4a90-ace8-0924a7a006ff\"], \"total_duration\": 271.0, \"total_sessions\": 2, \"mean_week_duration\": 67.75}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"78527\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-11-20 13:23:34.000000+00:00\", \"2022-02-03 17:14:29.000000+00:00\", \"2021-05-21 05:54:49.000000+00:00\", \"2021-02-14 18:05:55.000000+00:00\"], \"session_ids\": [\"062b4d80-09bc-452a-bd37-11cb8dc3072c\", \"4800e59b-04b3-40f5-add8-266532c04fb9\", \"725691c2-46fa-453d-b968-d7c666b5b782\", \"d3362e95-20e3-4bde-a82a-f21df6d5d796\"], \"total_duration\": 1524.0, \"total_sessions\": 4, \"mean_week_duration\": 13.138}}, {\"34386\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-12 20:48:46.000000+00:00\", \"2022-09-29 13:54:48.000000+00:00\", \"2022-11-15 01:10:58.000000+00:00\"], \"session_ids\": [\"2d56d55b-fd90-432c-8ee7-22c9b1e0d60b\", \"9e82900c-df64-4575-9b42-101b677a7bd9\", \"de629a73-25c7-4889-97e8-1611b987a3b4\"], \"total_duration\": 1007.0, \"total_sessions\": 3, \"mean_week_duration\": 6.216}}, {\"59083\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-17 16:12:11.000000+00:00\", \"2023-04-29 01:26:36.000000+00:00\"], \"session_ids\": [\"cc3d459d-a3eb-4696-86f3-689d832c96bb\", \"36b5f39a-b2a9-4db0-ba1e-4bb3e55b3a3d\"], \"total_duration\": 375.0, \"total_sessions\": 2, \"mean_week_duration\": 2.93}}, {\"96829\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-08 08:50:39.000000+00:00\", \"2020-12-10 13:46:29.000000+00:00\"], \"session_ids\": [\"39c5ac37-ca35-453d-9771-6fab14e98cca\", \"52deee49-13de-4a90-ace8-0924a7a006ff\"], \"total_duration\": 271.0, \"total_sessions\": 2, \"mean_week_duration\": 67.75}}, {\"53817\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-12 15:58:20.000000+00:00\", \"2019-08-11 07:21:32.000000+00:00\", \"2019-05-16 10:46:39.000000+00:00\", \"2020-09-16 12:01:24.000000+00:00\", \"2020-02-29 15:25:44.000000+00:00\", \"2019-12-14 20:13:43.000000+00:00\", \"2021-08-09 23:31:50.000000+00:00\", \"2022-11-06 14:48:06.000000+00:00\"], \"session_ids\": [\"4e16f1c4-86c3-4f68-8223-c3b1f8b13c69\", \"e434a42b-cc58-4e8d-9eec-aeb9354a1535\", \"d21c79ef-817d-4cc9-a8b3-efef5f71353d\", \"04c2f49d-6cf4-4012-bac7-9bdc29f0ed6d\", \"a2987e1f-f162-44f7-ab99-9134ef452366\", \"8f28a32f-fad5-4c09-8338-0ee76abf0ce3\", \"f11864c2-1288-470f-826a-71cdde60a7a0\", \"d093bcde-a5d0-44bc-8642-9319c390ef39\"], \"total_duration\": 247.0, \"total_sessions\": 8, \"mean_week_duration\": 1.357}}, {\"63033\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-17 17:13:59.000000+00:00\", \"2019-04-09 04:35:28.000000+00:00\"], \"session_ids\": [\"65e22b4a-8e12-4303-b28a-8b5da3d83bd0\", \"4c807e0a-ad8d-4aee-830a-b0d1cb7839d6\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 4.488}}, {\"25336\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-28 16:30:13.000000+00:00\", \"2020-03-03 15:26:53.000000+00:00\", \"2022-08-29 11:00:59.000000+00:00\"], \"session_ids\": [\"45d4d219-5992-487f-b0aa-dac6a46da80b\", \"70499333-a991-4415-9503-0350d32d6dc7\", \"8ae53b84-ffa8-4174-ad90-2cfb2ef9fb97\"], \"total_duration\": 170.0, \"total_sessions\": 3, \"mean_week_duration\": 0.977}}]\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[{\"78527\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-11-20 13:23:34.000000+00:00\", \"2022-02-03 17:14:29.000000+00:00\", \"2021-05-21 05:54:49.000000+00:00\", \"2021-02-14 18:05:55.000000+00:00\"], \"session_ids\": [\"062b4d80-09bc-452a-bd37-11cb8dc3072c\", \"4800e59b-04b3-40f5-add8-266532c04fb9\", \"725691c2-46fa-453d-b968-d7c666b5b782\", \"d3362e95-20e3-4bde-a82a-f21df6d5d796\"], \"total_duration\": 1524.0, \"total_sessions\": 4, \"mean_week_duration\": 13.138}}, {\"34386\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-12 20:48:46.000000+00:00\", \"2022-09-29 13:54:48.000000+00:00\", \"2022-11-15 01:10:58.000000+00:00\"], \"session_ids\": [\"2d56d55b-fd90-432c-8ee7-22c9b1e0d60b\", \"9e82900c-df64-4575-9b42-101b677a7bd9\", \"de629a73-25c7-4889-97e8-1611b987a3b4\"], \"total_duration\": 1007.0, \"total_sessions\": 3, \"mean_week_duration\": 6.216}}, {\"59083\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-17 16:12:11.000000+00:00\", \"2023-04-29 01:26:36.000000+00:00\"], \"session_ids\": [\"cc3d459d-a3eb-4696-86f3-689d832c96bb\", \"36b5f39a-b2a9-4db0-ba1e-4bb3e55b3a3d\"], \"total_duration\": 375.0, \"total_sessions\": 2, \"mean_week_duration\": 2.93}}, {\"96829\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-08 08:50:39.000000+00:00\", \"2020-12-10 13:46:29.000000+00:00\"], \"session_ids\": [\"39c5ac37-ca35-453d-9771-6fab14e98cca\", \"52deee49-13de-4a90-ace8-0924a7a006ff\"], \"total_duration\": 271.0, \"total_sessions\": 2, \"mean_week_duration\": 67.75}}, {\"53817\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-12 15:58:20.000000+00:00\", \"2019-08-11 07:21:32.000000+00:00\", \"2019-05-16 10:46:39.000000+00:00\", \"2020-09-16 12:01:24.000000+00:00\", \"2020-02-29 15:25:44.000000+00:00\", \"2019-12-14 20:13:43.000000+00:00\", \"2021-08-09 23:31:50.000000+00:00\", \"2022-11-06 14:48:06.000000+00:00\"], \"session_ids\": [\"4e16f1c4-86c3-4f68-8223-c3b1f8b13c69\", \"e434a42b-cc58-4e8d-9eec-aeb9354a1535\", \"d21c79ef-817d-4cc9-a8b3-efef5f71353d\", \"04c2f49d-6cf4-4012-bac7-9bdc29f0ed6d\", \"a2987e1f-f162-44f7-ab99-9134ef452366\", \"8f28a32f-fad5-4c09-8338-0ee76abf0ce3\", \"f11864c2-1288-470f-826a-71cdde60a7a0\", \"d093bcde-a5d0-44bc-8642-9319c390ef39\"], \"total_duration\": 247.0, \"total_sessions\": 8, \"mean_week_duration\": 1.357}}, {\"63033\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-17 17:13:59.000000+00:00\", \"2019-04-09 04:35:28.000000+00:00\"], \"session_ids\": [\"65e22b4a-8e12-4303-b28a-8b5da3d83bd0\", \"4c807e0a-ad8d-4aee-830a-b0d1cb7839d6\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 4.488}}, {\"25336\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-28 16:30:13.000000+00:00\", \"2020-03-03 15:26:53.000000+00:00\", \"2022-08-29 11:00:59.000000+00:00\"], \"session_ids\": [\"45d4d219-5992-487f-b0aa-dac6a46da80b\", \"70499333-a991-4415-9503-0350d32d6dc7\", \"8ae53b84-ffa8-4174-ad90-2cfb2ef9fb97\"], \"total_duration\": 170.0, \"total_sessions\": 3, \"mean_week_duration\": 0.977}}]\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[{\"78527\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-11-20 13:23:34.000000+00:00\", \"2022-02-03 17:14:29.000000+00:00\", \"2021-05-21 05:54:49.000000+00:00\", \"2021-02-14 18:05:55.000000+00:00\"], \"session_ids\": [\"062b4d80-09bc-452a-bd37-11cb8dc3072c\", \"4800e59b-04b3-40f5-add8-266532c04fb9\", \"725691c2-46fa-453d-b968-d7c666b5b782\", \"d3362e95-20e3-4bde-a82a-f21df6d5d796\"], \"total_duration\": 1524.0, \"total_sessions\": 4, \"mean_week_duration\": 13.138}}, {\"34386\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-12 20:48:46.000000+00:00\", \"2022-09-29 13:54:48.000000+00:00\", \"2022-11-15 01:10:58.000000+00:00\"], \"session_ids\": [\"2d56d55b-fd90-432c-8ee7-22c9b1e0d60b\", \"9e82900c-df64-4575-9b42-101b677a7bd9\", \"de629a73-25c7-4889-97e8-1611b987a3b4\"], \"total_duration\": 1007.0, \"total_sessions\": 3, \"mean_week_duration\": 6.216}}, {\"59083\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-17 16:12:11.000000+00:00\", \"2023-04-29 01:26:36.000000+00:00\"], \"session_ids\": [\"cc3d459d-a3eb-4696-86f3-689d832c96bb\", \"36b5f39a-b2a9-4db0-ba1e-4bb3e55b3a3d\"], \"total_duration\": 375.0, \"total_sessions\": 2, \"mean_week_duration\": 2.93}}, {\"96829\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-08 08:50:39.000000+00:00\", \"2020-12-10 13:46:29.000000+00:00\"], \"session_ids\": [\"39c5ac37-ca35-453d-9771-6fab14e98cca\", \"52deee49-13de-4a90-ace8-0924a7a006ff\"], \"total_duration\": 271.0, \"total_sessions\": 2, \"mean_week_duration\": 67.75}}, {\"53817\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-12 15:58:20.000000+00:00\", \"2019-08-11 07:21:32.000000+00:00\", \"2019-05-16 10:46:39.000000+00:00\", \"2020-09-16 12:01:24.000000+00:00\", \"2020-02-29 15:25:44.000000+00:00\", \"2019-12-14 20:13:43.000000+00:00\", \"2021-08-09 23:31:50.000000+00:00\", \"2022-11-06 14:48:06.000000+00:00\"], \"session_ids\": [\"4e16f1c4-86c3-4f68-8223-c3b1f8b13c69\", \"e434a42b-cc58-4e8d-9eec-aeb9354a1535\", \"d21c79ef-817d-4cc9-a8b3-efef5f71353d\", \"04c2f49d-6cf4-4012-bac7-9bdc29f0ed6d\", \"a2987e1f-f162-44f7-ab99-9134ef452366\", \"8f28a32f-fad5-4c09-8338-0ee76abf0ce3\", \"f11864c2-1288-470f-826a-71cdde60a7a0\", \"d093bcde-a5d0-44bc-8642-9319c390ef39\"], \"total_duration\": 247.0, \"total_sessions\": 8, \"mean_week_duration\": 1.357}}, {\"63033\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-17 17:13:59.000000+00:00\", \"2019-04-09 04:35:28.000000+00:00\"], \"session_ids\": [\"65e22b4a-8e12-4303-b28a-8b5da3d83bd0\", \"4c807e0a-ad8d-4aee-830a-b0d1cb7839d6\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 4.488}}, {\"25336\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-28 16:30:13.000000+00:00\", \"2020-03-03 15:26:53.000000+00:00\", \"2022-08-29 11:00:59.000000+00:00\"], \"session_ids\": [\"45d4d219-5992-487f-b0aa-dac6a46da80b\", \"70499333-a991-4415-9503-0350d32d6dc7\", \"8ae53b84-ffa8-4174-ad90-2cfb2ef9fb97\"], \"total_duration\": 170.0, \"total_sessions\": 3, \"mean_week_duration\": 0.977}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about user whose all sessions quantity is smaller than 4 ( not including) additionaly apply sorting by urban title form the highest to the lowest in addition save only 4 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"44520\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-11-11 10:10:58.000000+00:00\", \"2020-06-20 12:35:17.000000+00:00\", \"2019-02-04 03:15:35.000000+00:00\", \"2020-09-21 04:12:36.000000+00:00\"], \"session_ids\": [\"d8366667-d738-4a8f-86b8-0f223b446fdb\", \"a2ec6c42-e4e0-46f1-a396-07dbb87ef6c6\", \"b3844f76-f750-4c66-a524-7df146c44133\", \"fdd51eb3-8600-49ec-a66e-e96ed4453031\"], \"total_duration\": 222.0, \"total_sessions\": 4, \"mean_week_duration\": 2.387}, \"4892\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-03-28 21:50:46.000000+00:00\", \"2021-01-18 22:52:21.000000+00:00\", \"2022-03-18 08:51:46.000000+00:00\", \"2022-10-02 09:08:24.000000+00:00\"], \"session_ids\": [\"4d1d1156-4d6e-45b4-9720-dcb34a229cc5\", \"4b6bbba5-60ab-4eef-b1ab-cbba8133554d\", \"fbad0fee-a13c-4b4d-ae3f-b2d90f77ba41\", \"01c1ab01-87f8-4571-b9e6-4f0728339055\"], \"total_duration\": 1079.0, \"total_sessions\": 4, \"mean_week_duration\": 9.465}, \"87190\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-12-27 08:26:07.000000+00:00\", \"2022-10-23 02:19:39.000000+00:00\"], \"session_ids\": [\"664692d7-a338-44b9-b2bc-316a610e61f2\", \"10ce48dd-592d-43d7-b413-754ec912c2b5\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 3.186}, \"70121\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-08-07 14:25:36.000000+00:00\", \"2022-07-30 13:50:23.000000+00:00\"], \"session_ids\": [\"6f2754ca-5417-4e09-b173-686a637e4c83\", \"5d3ed4fd-13b5-4f76-8f47-711e43c48839\"], \"total_duration\": 141.0, \"total_sessions\": 2, \"mean_week_duration\": 2.765}, \"48737\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-12-03 15:11:37.000000+00:00\", \"2020-08-22 14:26:54.000000+00:00\"], \"session_ids\": [\"2e3f3bae-7b5b-4b16-8e95-5ce05a9aeb4a\", \"67c213e1-c9a9-416f-9333-253e351a9b14\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 6.474}, \"85033\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-09-23 00:43:05.000000+00:00\", \"2022-02-07 11:02:14.000000+00:00\"], \"session_ids\": [\"6901061f-354b-4652-8025-6815eb901d69\", \"75514b1c-80a9-412d-a4c1-fad9700853c1\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 4.0}, \"25354\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2019-01-01 06:22:06.000000+00:00\", \"2022-05-28 23:25:19.000000+00:00\"], \"session_ids\": [\"76ec042d-dbd1-4abb-bdaa-89bdb6717454\", \"b98b9731-412b-42d1-adca-b58ab96a2f11\"], \"total_duration\": 434.0, \"total_sessions\": 2, \"mean_week_duration\": 2.438}, \"28610\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-08-28 21:51:46.000000+00:00\", \"2023-04-14 19:56:56.000000+00:00\", \"2021-07-28 23:34:35.000000+00:00\", \"2023-01-07 11:33:12.000000+00:00\"], \"session_ids\": [\"bc4083d7-8c0c-4160-baef-23e8aff15a8f\", \"2a838fe6-a2d9-4303-ba39-3859c26cf087\", \"44f1c4ce-81dd-4875-b216-cbabfa93da67\", \"f5c1c444-0741-4b9b-90b8-d835537fc4b8\"], \"total_duration\": 1081.0, \"total_sessions\": 4, \"mean_week_duration\": 12.011}, \"22629\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-02-25 21:27:26.000000+00:00\", \"2022-07-26 07:59:03.000000+00:00\"], \"session_ids\": [\"cde36c5b-06fe-43bf-b386-29a70456d60b\", \"c3b29300-a99d-42cc-89a0-8e93a427be3c\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 4.973}, \"37603\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-11-20 21:20:07.000000+00:00\", \"2021-05-10 08:31:03.000000+00:00\"], \"session_ids\": [\"49c13bf5-d2f5-49ad-a05f-953e9f26fad5\", \"b5a2648b-fe81-481c-b7f6-64a65e387aa5\"], \"total_duration\": 378.0, \"total_sessions\": 2, \"mean_week_duration\": 4.725}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are less than 4"
},
{
"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{\"87190\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-12-27 08:26:07.000000+00:00\", \"2022-10-23 02:19:39.000000+00:00\"], \"session_ids\": [\"664692d7-a338-44b9-b2bc-316a610e61f2\", \"10ce48dd-592d-43d7-b413-754ec912c2b5\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 3.186}, \"70121\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-08-07 14:25:36.000000+00:00\", \"2022-07-30 13:50:23.000000+00:00\"], \"session_ids\": [\"6f2754ca-5417-4e09-b173-686a637e4c83\", \"5d3ed4fd-13b5-4f76-8f47-711e43c48839\"], \"total_duration\": 141.0, \"total_sessions\": 2, \"mean_week_duration\": 2.765}, \"48737\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-12-03 15:11:37.000000+00:00\", \"2020-08-22 14:26:54.000000+00:00\"], \"session_ids\": [\"2e3f3bae-7b5b-4b16-8e95-5ce05a9aeb4a\", \"67c213e1-c9a9-416f-9333-253e351a9b14\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 6.474}, \"85033\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-09-23 00:43:05.000000+00:00\", \"2022-02-07 11:02:14.000000+00:00\"], \"session_ids\": [\"6901061f-354b-4652-8025-6815eb901d69\", \"75514b1c-80a9-412d-a4c1-fad9700853c1\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 4.0}, \"25354\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2019-01-01 06:22:06.000000+00:00\", \"2022-05-28 23:25:19.000000+00:00\"], \"session_ids\": [\"76ec042d-dbd1-4abb-bdaa-89bdb6717454\", \"b98b9731-412b-42d1-adca-b58ab96a2f11\"], \"total_duration\": 434.0, \"total_sessions\": 2, \"mean_week_duration\": 2.438}, \"22629\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-02-25 21:27:26.000000+00:00\", \"2022-07-26 07:59:03.000000+00:00\"], \"session_ids\": [\"cde36c5b-06fe-43bf-b386-29a70456d60b\", \"c3b29300-a99d-42cc-89a0-8e93a427be3c\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 4.973}, \"37603\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-11-20 21:20:07.000000+00:00\", \"2021-05-10 08:31:03.000000+00:00\"], \"session_ids\": [\"49c13bf5-d2f5-49ad-a05f-953e9f26fad5\", \"b5a2648b-fe81-481c-b7f6-64a65e387aa5\"], \"total_duration\": 378.0, \"total_sessions\": 2, \"mean_week_duration\": 4.725}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"70121\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-08-07 14:25:36.000000+00:00\", \"2022-07-30 13:50:23.000000+00:00\"], \"session_ids\": [\"6f2754ca-5417-4e09-b173-686a637e4c83\", \"5d3ed4fd-13b5-4f76-8f47-711e43c48839\"], \"total_duration\": 141.0, \"total_sessions\": 2, \"mean_week_duration\": 2.765}}, {\"87190\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-12-27 08:26:07.000000+00:00\", \"2022-10-23 02:19:39.000000+00:00\"], \"session_ids\": [\"664692d7-a338-44b9-b2bc-316a610e61f2\", \"10ce48dd-592d-43d7-b413-754ec912c2b5\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 3.186}}, {\"85033\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-09-23 00:43:05.000000+00:00\", \"2022-02-07 11:02:14.000000+00:00\"], \"session_ids\": [\"6901061f-354b-4652-8025-6815eb901d69\", \"75514b1c-80a9-412d-a4c1-fad9700853c1\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 4.0}}, {\"37603\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-11-20 21:20:07.000000+00:00\", \"2021-05-10 08:31:03.000000+00:00\"], \"session_ids\": [\"49c13bf5-d2f5-49ad-a05f-953e9f26fad5\", \"b5a2648b-fe81-481c-b7f6-64a65e387aa5\"], \"total_duration\": 378.0, \"total_sessions\": 2, \"mean_week_duration\": 4.725}}, {\"22629\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-02-25 21:27:26.000000+00:00\", \"2022-07-26 07:59:03.000000+00:00\"], \"session_ids\": [\"cde36c5b-06fe-43bf-b386-29a70456d60b\", \"c3b29300-a99d-42cc-89a0-8e93a427be3c\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 4.973}}, {\"25354\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2019-01-01 06:22:06.000000+00:00\", \"2022-05-28 23:25:19.000000+00:00\"], \"session_ids\": [\"76ec042d-dbd1-4abb-bdaa-89bdb6717454\", \"b98b9731-412b-42d1-adca-b58ab96a2f11\"], \"total_duration\": 434.0, \"total_sessions\": 2, \"mean_week_duration\": 2.438}}, {\"48737\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-12-03 15:11:37.000000+00:00\", \"2020-08-22 14:26:54.000000+00:00\"], \"session_ids\": [\"2e3f3bae-7b5b-4b16-8e95-5ce05a9aeb4a\", \"67c213e1-c9a9-416f-9333-253e351a9b14\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 6.474}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 4 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"70121\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-08-07 14:25:36.000000+00:00\", \"2022-07-30 13:50:23.000000+00:00\"], \"session_ids\": [\"6f2754ca-5417-4e09-b173-686a637e4c83\", \"5d3ed4fd-13b5-4f76-8f47-711e43c48839\"], \"total_duration\": 141.0, \"total_sessions\": 2, \"mean_week_duration\": 2.765}}, {\"87190\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-12-27 08:26:07.000000+00:00\", \"2022-10-23 02:19:39.000000+00:00\"], \"session_ids\": [\"664692d7-a338-44b9-b2bc-316a610e61f2\", \"10ce48dd-592d-43d7-b413-754ec912c2b5\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 3.186}}, {\"85033\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-09-23 00:43:05.000000+00:00\", \"2022-02-07 11:02:14.000000+00:00\"], \"session_ids\": [\"6901061f-354b-4652-8025-6815eb901d69\", \"75514b1c-80a9-412d-a4c1-fad9700853c1\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 4.0}}, {\"37603\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-11-20 21:20:07.000000+00:00\", \"2021-05-10 08:31:03.000000+00:00\"], \"session_ids\": [\"49c13bf5-d2f5-49ad-a05f-953e9f26fad5\", \"b5a2648b-fe81-481c-b7f6-64a65e387aa5\"], \"total_duration\": 378.0, \"total_sessions\": 2, \"mean_week_duration\": 4.725}}]\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[{\"70121\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-08-07 14:25:36.000000+00:00\", \"2022-07-30 13:50:23.000000+00:00\"], \"session_ids\": [\"6f2754ca-5417-4e09-b173-686a637e4c83\", \"5d3ed4fd-13b5-4f76-8f47-711e43c48839\"], \"total_duration\": 141.0, \"total_sessions\": 2, \"mean_week_duration\": 2.765}}, {\"87190\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-12-27 08:26:07.000000+00:00\", \"2022-10-23 02:19:39.000000+00:00\"], \"session_ids\": [\"664692d7-a338-44b9-b2bc-316a610e61f2\", \"10ce48dd-592d-43d7-b413-754ec912c2b5\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 3.186}}, {\"85033\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-09-23 00:43:05.000000+00:00\", \"2022-02-07 11:02:14.000000+00:00\"], \"session_ids\": [\"6901061f-354b-4652-8025-6815eb901d69\", \"75514b1c-80a9-412d-a4c1-fad9700853c1\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 4.0}}, {\"37603\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-11-20 21:20:07.000000+00:00\", \"2021-05-10 08:31:03.000000+00:00\"], \"session_ids\": [\"49c13bf5-d2f5-49ad-a05f-953e9f26fad5\", \"b5a2648b-fe81-481c-b7f6-64a65e387aa5\"], \"total_duration\": 378.0, \"total_sessions\": 2, \"mean_week_duration\": 4.725}}]\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 whose median of duration of sessions per week less than 18 and greater than 42 + do sorting by sum of duration of sessions per week risingly and in addition 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{\"69721\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-04-06 22:26:10.000000+00:00\", \"2019-09-11 14:14:31.000000+00:00\"], \"session_ids\": [\"f8cc4bc1-f884-423e-acfd-6b8f81866c8f\", \"d68e8f4f-f5a5-4a88-b496-f8cdb1db13a7\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 1.102}, \"22339\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-05-12 23:20:36.000000+00:00\", \"2022-12-04 04:27:43.000000+00:00\"], \"session_ids\": [\"44e5dbe0-6e3e-4709-97bb-424356ba70aa\", \"d0bbddd7-8698-499f-aee3-be233e6f8662\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 3.174}, \"78131\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-03-08 11:37:07.000000+00:00\", \"2022-01-05 21:27:36.000000+00:00\", \"2020-07-16 04:08:41.000000+00:00\", \"2019-03-22 15:50:48.000000+00:00\"], \"session_ids\": [\"f3feb613-461b-4b41-9a39-ba3557ea59d8\", \"f18dbcee-d99b-4361-bcf0-2d1254ce37b1\", \"48cc09c8-6d03-4420-93ca-97e2ffc7b4ac\", \"88fd2958-91a9-4d48-9a16-35edfc36c66c\"], \"total_duration\": 60.0, \"total_sessions\": 4, \"mean_week_duration\": 0.405}, \"7070\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-05-19 00:41:12.000000+00:00\", \"2020-07-19 09:18:45.000000+00:00\", \"2020-05-07 04:01:11.000000+00:00\", \"2021-05-24 22:00:04.000000+00:00\", \"2022-12-14 08:36:19.000000+00:00\", \"2021-06-11 02:38:35.000000+00:00\", \"2020-03-14 19:12:40.000000+00:00\"], \"session_ids\": [\"3865f66a-09a0-4c8d-80d7-0db9f8497aba\", \"7ded9214-b5e3-403e-8aa7-a982607bea0b\", \"8472ac26-8528-417f-8221-81a081bf26f0\", \"f5faf62e-1287-4705-8967-5c002be9b01b\", \"2b9cd102-03b2-4661-a6c6-36c430919eca\", \"be9cea1d-1b5a-4b8e-9a40-d5d6b07f15c8\", \"5cac6cd5-484f-4e0f-8f16-e55e8e4e7b39\"], \"total_duration\": 9207.0, \"total_sessions\": 7, \"mean_week_duration\": 63.938}, \"34114\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-11-29 15:57:25.000000+00:00\", \"2021-04-26 21:31:02.000000+00:00\"], \"session_ids\": [\"3f7dee1d-fd3c-4f45-97fd-2df6fd216734\", \"f200256b-b027-48ce-bd77-d8805ff76f24\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.903}, \"37948\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-04-05 10:11:02.000000+00:00\", \"2022-02-26 05:00:21.000000+00:00\", \"2019-07-17 02:43:04.000000+00:00\", \"2021-11-10 08:11:55.000000+00:00\", \"2021-02-18 14:56:53.000000+00:00\", \"2022-04-23 12:41:46.000000+00:00\", \"2021-03-19 13:59:23.000000+00:00\", \"2021-03-01 04:07:37.000000+00:00\", \"2022-08-06 07:23:31.000000+00:00\"], \"session_ids\": [\"8a9fdea4-f551-42ad-8777-7657a453535c\", \"0e5900ec-373d-445c-88f8-468795e1ab54\", \"aa0b4339-8701-4098-af00-ca677723efe4\", \"87c04d80-b985-492f-82e0-fdf2d92b1efd\", \"7348619d-304e-4e2e-a69a-4d56fdaebd44\", \"8759ad63-2338-49a8-8616-d5d5e0790fa2\", \"030a6f8e-d82f-4fa6-8291-86f72ab491de\", \"44d2d12f-d17b-4d31-b6b3-f2b70eacfa7b\", \"6c1ac85b-7440-44a9-9430-168f7ae0800b\"], \"total_duration\": 18588.0, \"total_sessions\": 9, \"mean_week_duration\": 116.175}, \"27388\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-03-07 12:07:35.000000+00:00\", \"2021-10-08 13:36:19.000000+00:00\", \"2021-08-29 01:42:07.000000+00:00\", \"2019-04-04 23:24:17.000000+00:00\", \"2021-11-30 00:43:55.000000+00:00\", \"2019-06-06 19:22:04.000000+00:00\"], \"session_ids\": [\"6e7bea26-1a56-4d24-8797-ad80521a23e9\", \"07257763-25ae-48f0-8060-ff1ceeb6e88b\", \"27eb2c68-ab63-4505-a0b2-41e679e995b7\", \"c8a64986-4bdc-40d2-a636-5efbbfee915d\", \"2dd987ad-4a48-473e-8caa-7be1b9cbdf4f\", \"a5573b94-35c9-4d1b-9c8b-685db990dfac\"], \"total_duration\": 337.0, \"total_sessions\": 6, \"mean_week_duration\": 2.203}, \"30678\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-02-05 16:43:14.000000+00:00\", \"2020-12-10 22:29:45.000000+00:00\"], \"session_ids\": [\"3c888220-9baf-41b7-8623-375a42fb8a98\", \"7f38040e-b7b9-41b4-b7fe-a5fd2a3fe5af\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 1.478}, \"69475\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-31 12:55:47.000000+00:00\", \"2020-11-15 08:58:29.000000+00:00\", \"2022-12-07 11:48:26.000000+00:00\", \"2021-06-10 19:36:42.000000+00:00\", \"2021-04-07 00:06:39.000000+00:00\", \"2019-11-13 18:09:54.000000+00:00\", \"2020-04-01 16:01:05.000000+00:00\", \"2022-05-08 11:51:03.000000+00:00\", \"2021-05-13 12:42:13.000000+00:00\", \"2023-01-23 23:03:24.000000+00:00\"], \"session_ids\": [\"8baddd3f-9395-4214-a30c-04380f14d8c1\", \"b118393c-48b7-438b-9165-a97a62b8892f\", \"5dac1697-b2ec-490f-a4d8-d3cc82da7fb0\", \"3f408445-3a37-4a14-81d7-57670c534b59\", \"c3cb428e-b0df-4d07-a3df-624d08651ffb\", \"099af266-0d7d-4938-b402-feeffd0d3f3e\", \"f7602e2c-8f54-4b81-a5ed-4f16ba8e477a\", \"2eeb7a5f-e9d6-4e26-8a1b-731ce46a5bac\", \"ed773b56-c2bd-441e-9ed7-ff2e4abf4b4d\", \"01369c2c-cd3d-4b9e-a597-021bdf3eec46\"], \"total_duration\": 6318.0, \"total_sessions\": 10, \"mean_week_duration\": 37.832}, \"47396\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-06-29 17:12:39.000000+00:00\", \"2021-12-10 08:35:06.000000+00:00\", \"2019-11-29 10:13:31.000000+00:00\", \"2020-07-03 07:21:31.000000+00:00\"], \"session_ids\": [\"b850bfdc-b261-460e-930f-992d7aeceb74\", \"83293b73-986e-48c6-b611-e981a6901a3a\", \"692c1368-fc1b-4692-8085-3b41a1240b6c\", \"306c7f6c-e243-405f-b264-fc5ef1b1104e\"], \"total_duration\": 1007.0, \"total_sessions\": 4, \"mean_week_duration\": 9.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or less than 18 and are equal or greater than 42"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[18, 42]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"69721\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-04-06 22:26:10.000000+00:00\", \"2019-09-11 14:14:31.000000+00:00\"], \"session_ids\": [\"f8cc4bc1-f884-423e-acfd-6b8f81866c8f\", \"d68e8f4f-f5a5-4a88-b496-f8cdb1db13a7\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 1.102}, \"22339\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-05-12 23:20:36.000000+00:00\", \"2022-12-04 04:27:43.000000+00:00\"], \"session_ids\": [\"44e5dbe0-6e3e-4709-97bb-424356ba70aa\", \"d0bbddd7-8698-499f-aee3-be233e6f8662\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 3.174}, \"78131\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-03-08 11:37:07.000000+00:00\", \"2022-01-05 21:27:36.000000+00:00\", \"2020-07-16 04:08:41.000000+00:00\", \"2019-03-22 15:50:48.000000+00:00\"], \"session_ids\": [\"f3feb613-461b-4b41-9a39-ba3557ea59d8\", \"f18dbcee-d99b-4361-bcf0-2d1254ce37b1\", \"48cc09c8-6d03-4420-93ca-97e2ffc7b4ac\", \"88fd2958-91a9-4d48-9a16-35edfc36c66c\"], \"total_duration\": 60.0, \"total_sessions\": 4, \"mean_week_duration\": 0.405}, \"34114\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-11-29 15:57:25.000000+00:00\", \"2021-04-26 21:31:02.000000+00:00\"], \"session_ids\": [\"3f7dee1d-fd3c-4f45-97fd-2df6fd216734\", \"f200256b-b027-48ce-bd77-d8805ff76f24\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.903}, \"27388\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-03-07 12:07:35.000000+00:00\", \"2021-10-08 13:36:19.000000+00:00\", \"2021-08-29 01:42:07.000000+00:00\", \"2019-04-04 23:24:17.000000+00:00\", \"2021-11-30 00:43:55.000000+00:00\", \"2019-06-06 19:22:04.000000+00:00\"], \"session_ids\": [\"6e7bea26-1a56-4d24-8797-ad80521a23e9\", \"07257763-25ae-48f0-8060-ff1ceeb6e88b\", \"27eb2c68-ab63-4505-a0b2-41e679e995b7\", \"c8a64986-4bdc-40d2-a636-5efbbfee915d\", \"2dd987ad-4a48-473e-8caa-7be1b9cbdf4f\", \"a5573b94-35c9-4d1b-9c8b-685db990dfac\"], \"total_duration\": 337.0, \"total_sessions\": 6, \"mean_week_duration\": 2.203}, \"30678\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-02-05 16:43:14.000000+00:00\", \"2020-12-10 22:29:45.000000+00:00\"], \"session_ids\": [\"3c888220-9baf-41b7-8623-375a42fb8a98\", \"7f38040e-b7b9-41b4-b7fe-a5fd2a3fe5af\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 1.478}, \"47396\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-06-29 17:12:39.000000+00:00\", \"2021-12-10 08:35:06.000000+00:00\", \"2019-11-29 10:13:31.000000+00:00\", \"2020-07-03 07:21:31.000000+00:00\"], \"session_ids\": [\"b850bfdc-b261-460e-930f-992d7aeceb74\", \"83293b73-986e-48c6-b611-e981a6901a3a\", \"692c1368-fc1b-4692-8085-3b41a1240b6c\", \"306c7f6c-e243-405f-b264-fc5ef1b1104e\"], \"total_duration\": 1007.0, \"total_sessions\": 4, \"mean_week_duration\": 9.5}, \"7070\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-05-19 00:41:12.000000+00:00\", \"2020-07-19 09:18:45.000000+00:00\", \"2020-05-07 04:01:11.000000+00:00\", \"2021-05-24 22:00:04.000000+00:00\", \"2022-12-14 08:36:19.000000+00:00\", \"2021-06-11 02:38:35.000000+00:00\", \"2020-03-14 19:12:40.000000+00:00\"], \"session_ids\": [\"3865f66a-09a0-4c8d-80d7-0db9f8497aba\", \"7ded9214-b5e3-403e-8aa7-a982607bea0b\", \"8472ac26-8528-417f-8221-81a081bf26f0\", \"f5faf62e-1287-4705-8967-5c002be9b01b\", \"2b9cd102-03b2-4661-a6c6-36c430919eca\", \"be9cea1d-1b5a-4b8e-9a40-d5d6b07f15c8\", \"5cac6cd5-484f-4e0f-8f16-e55e8e4e7b39\"], \"total_duration\": 9207.0, \"total_sessions\": 7, \"mean_week_duration\": 63.938}, \"37948\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-04-05 10:11:02.000000+00:00\", \"2022-02-26 05:00:21.000000+00:00\", \"2019-07-17 02:43:04.000000+00:00\", \"2021-11-10 08:11:55.000000+00:00\", \"2021-02-18 14:56:53.000000+00:00\", \"2022-04-23 12:41:46.000000+00:00\", \"2021-03-19 13:59:23.000000+00:00\", \"2021-03-01 04:07:37.000000+00:00\", \"2022-08-06 07:23:31.000000+00:00\"], \"session_ids\": [\"8a9fdea4-f551-42ad-8777-7657a453535c\", \"0e5900ec-373d-445c-88f8-468795e1ab54\", \"aa0b4339-8701-4098-af00-ca677723efe4\", \"87c04d80-b985-492f-82e0-fdf2d92b1efd\", \"7348619d-304e-4e2e-a69a-4d56fdaebd44\", \"8759ad63-2338-49a8-8616-d5d5e0790fa2\", \"030a6f8e-d82f-4fa6-8291-86f72ab491de\", \"44d2d12f-d17b-4d31-b6b3-f2b70eacfa7b\", \"6c1ac85b-7440-44a9-9430-168f7ae0800b\"], \"total_duration\": 18588.0, \"total_sessions\": 9, \"mean_week_duration\": 116.175}}\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[{\"78131\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-03-08 11:37:07.000000+00:00\", \"2022-01-05 21:27:36.000000+00:00\", \"2020-07-16 04:08:41.000000+00:00\", \"2019-03-22 15:50:48.000000+00:00\"], \"session_ids\": [\"f3feb613-461b-4b41-9a39-ba3557ea59d8\", \"f18dbcee-d99b-4361-bcf0-2d1254ce37b1\", \"48cc09c8-6d03-4420-93ca-97e2ffc7b4ac\", \"88fd2958-91a9-4d48-9a16-35edfc36c66c\"], \"total_duration\": 60.0, \"total_sessions\": 4, \"mean_week_duration\": 0.405}}, {\"34114\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-11-29 15:57:25.000000+00:00\", \"2021-04-26 21:31:02.000000+00:00\"], \"session_ids\": [\"3f7dee1d-fd3c-4f45-97fd-2df6fd216734\", \"f200256b-b027-48ce-bd77-d8805ff76f24\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.903}}, {\"69721\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-04-06 22:26:10.000000+00:00\", \"2019-09-11 14:14:31.000000+00:00\"], \"session_ids\": [\"f8cc4bc1-f884-423e-acfd-6b8f81866c8f\", \"d68e8f4f-f5a5-4a88-b496-f8cdb1db13a7\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 1.102}}, {\"30678\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-02-05 16:43:14.000000+00:00\", \"2020-12-10 22:29:45.000000+00:00\"], \"session_ids\": [\"3c888220-9baf-41b7-8623-375a42fb8a98\", \"7f38040e-b7b9-41b4-b7fe-a5fd2a3fe5af\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 1.478}}, {\"27388\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-03-07 12:07:35.000000+00:00\", \"2021-10-08 13:36:19.000000+00:00\", \"2021-08-29 01:42:07.000000+00:00\", \"2019-04-04 23:24:17.000000+00:00\", \"2021-11-30 00:43:55.000000+00:00\", \"2019-06-06 19:22:04.000000+00:00\"], \"session_ids\": [\"6e7bea26-1a56-4d24-8797-ad80521a23e9\", \"07257763-25ae-48f0-8060-ff1ceeb6e88b\", \"27eb2c68-ab63-4505-a0b2-41e679e995b7\", \"c8a64986-4bdc-40d2-a636-5efbbfee915d\", \"2dd987ad-4a48-473e-8caa-7be1b9cbdf4f\", \"a5573b94-35c9-4d1b-9c8b-685db990dfac\"], \"total_duration\": 337.0, \"total_sessions\": 6, \"mean_week_duration\": 2.203}}, {\"22339\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-05-12 23:20:36.000000+00:00\", \"2022-12-04 04:27:43.000000+00:00\"], \"session_ids\": [\"44e5dbe0-6e3e-4709-97bb-424356ba70aa\", \"d0bbddd7-8698-499f-aee3-be233e6f8662\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 3.174}}, {\"47396\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-06-29 17:12:39.000000+00:00\", \"2021-12-10 08:35:06.000000+00:00\", \"2019-11-29 10:13:31.000000+00:00\", \"2020-07-03 07:21:31.000000+00:00\"], \"session_ids\": [\"b850bfdc-b261-460e-930f-992d7aeceb74\", \"83293b73-986e-48c6-b611-e981a6901a3a\", \"692c1368-fc1b-4692-8085-3b41a1240b6c\", \"306c7f6c-e243-405f-b264-fc5ef1b1104e\"], \"total_duration\": 1007.0, \"total_sessions\": 4, \"mean_week_duration\": 9.5}}, {\"7070\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-05-19 00:41:12.000000+00:00\", \"2020-07-19 09:18:45.000000+00:00\", \"2020-05-07 04:01:11.000000+00:00\", \"2021-05-24 22:00:04.000000+00:00\", \"2022-12-14 08:36:19.000000+00:00\", \"2021-06-11 02:38:35.000000+00:00\", \"2020-03-14 19:12:40.000000+00:00\"], \"session_ids\": [\"3865f66a-09a0-4c8d-80d7-0db9f8497aba\", \"7ded9214-b5e3-403e-8aa7-a982607bea0b\", \"8472ac26-8528-417f-8221-81a081bf26f0\", \"f5faf62e-1287-4705-8967-5c002be9b01b\", \"2b9cd102-03b2-4661-a6c6-36c430919eca\", \"be9cea1d-1b5a-4b8e-9a40-d5d6b07f15c8\", \"5cac6cd5-484f-4e0f-8f16-e55e8e4e7b39\"], \"total_duration\": 9207.0, \"total_sessions\": 7, \"mean_week_duration\": 63.938}}, {\"37948\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-04-05 10:11:02.000000+00:00\", \"2022-02-26 05:00:21.000000+00:00\", \"2019-07-17 02:43:04.000000+00:00\", \"2021-11-10 08:11:55.000000+00:00\", \"2021-02-18 14:56:53.000000+00:00\", \"2022-04-23 12:41:46.000000+00:00\", \"2021-03-19 13:59:23.000000+00:00\", \"2021-03-01 04:07:37.000000+00:00\", \"2022-08-06 07:23:31.000000+00:00\"], \"session_ids\": [\"8a9fdea4-f551-42ad-8777-7657a453535c\", \"0e5900ec-373d-445c-88f8-468795e1ab54\", \"aa0b4339-8701-4098-af00-ca677723efe4\", \"87c04d80-b985-492f-82e0-fdf2d92b1efd\", \"7348619d-304e-4e2e-a69a-4d56fdaebd44\", \"8759ad63-2338-49a8-8616-d5d5e0790fa2\", \"030a6f8e-d82f-4fa6-8291-86f72ab491de\", \"44d2d12f-d17b-4d31-b6b3-f2b70eacfa7b\", \"6c1ac85b-7440-44a9-9430-168f7ae0800b\"], \"total_duration\": 18588.0, \"total_sessions\": 9, \"mean_week_duration\": 116.175}}]\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[{\"78131\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-03-08 11:37:07.000000+00:00\", \"2022-01-05 21:27:36.000000+00:00\", \"2020-07-16 04:08:41.000000+00:00\", \"2019-03-22 15:50:48.000000+00:00\"], \"session_ids\": [\"f3feb613-461b-4b41-9a39-ba3557ea59d8\", \"f18dbcee-d99b-4361-bcf0-2d1254ce37b1\", \"48cc09c8-6d03-4420-93ca-97e2ffc7b4ac\", \"88fd2958-91a9-4d48-9a16-35edfc36c66c\"], \"total_duration\": 60.0, \"total_sessions\": 4, \"mean_week_duration\": 0.405}}, {\"34114\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-11-29 15:57:25.000000+00:00\", \"2021-04-26 21:31:02.000000+00:00\"], \"session_ids\": [\"3f7dee1d-fd3c-4f45-97fd-2df6fd216734\", \"f200256b-b027-48ce-bd77-d8805ff76f24\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.903}}, {\"69721\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-04-06 22:26:10.000000+00:00\", \"2019-09-11 14:14:31.000000+00:00\"], \"session_ids\": [\"f8cc4bc1-f884-423e-acfd-6b8f81866c8f\", \"d68e8f4f-f5a5-4a88-b496-f8cdb1db13a7\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 1.102}}]\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[{\"78131\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-03-08 11:37:07.000000+00:00\", \"2022-01-05 21:27:36.000000+00:00\", \"2020-07-16 04:08:41.000000+00:00\", \"2019-03-22 15:50:48.000000+00:00\"], \"session_ids\": [\"f3feb613-461b-4b41-9a39-ba3557ea59d8\", \"f18dbcee-d99b-4361-bcf0-2d1254ce37b1\", \"48cc09c8-6d03-4420-93ca-97e2ffc7b4ac\", \"88fd2958-91a9-4d48-9a16-35edfc36c66c\"], \"total_duration\": 60.0, \"total_sessions\": 4, \"mean_week_duration\": 0.405}}, {\"34114\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-11-29 15:57:25.000000+00:00\", \"2021-04-26 21:31:02.000000+00:00\"], \"session_ids\": [\"3f7dee1d-fd3c-4f45-97fd-2df6fd216734\", \"f200256b-b027-48ce-bd77-d8805ff76f24\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.903}}, {\"69721\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-04-06 22:26:10.000000+00:00\", \"2019-09-11 14:14:31.000000+00:00\"], \"session_ids\": [\"f8cc4bc1-f884-423e-acfd-6b8f81866c8f\", \"d68e8f4f-f5a5-4a88-b496-f8cdb1db13a7\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 1.102}}]\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 user who belongs to city Rome , and put to use sorting by town title form the highest to the lowest in addition provide me only with 3 pieces of data."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"54616\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-09-18 08:16:43.000000+00:00\", \"2020-11-19 16:18:34.000000+00:00\"], \"session_ids\": [\"1b543db0-ba46-4dfb-b850-4d804b8ffe9c\", \"c9b93aa4-ee63-4693-8229-30d7560f0c43\"], \"total_duration\": 291.0, \"total_sessions\": 2, \"mean_week_duration\": 32.333}, \"72128\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-04-28 20:31:45.000000+00:00\", \"2021-05-21 18:57:18.000000+00:00\", \"2022-09-11 00:22:37.000000+00:00\", \"2019-01-14 02:47:46.000000+00:00\"], \"session_ids\": [\"97fb113d-eedd-487a-916e-28f02251206a\", \"affd0591-3483-49a0-94fc-36a954d17cda\", \"45074d43-efee-47cc-bf15-c31e5ed0d50b\", \"f02f36e7-3a94-4c8f-a2e6-0bb07538f08c\"], \"total_duration\": 471.0, \"total_sessions\": 4, \"mean_week_duration\": 2.466}, \"68397\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-02-01 00:46:06.000000+00:00\", \"2021-02-16 02:27:21.000000+00:00\"], \"session_ids\": [\"6478e724-140f-4d67-97b3-e6626edd580a\", \"52d25cdc-837f-4261-8ed2-1bde9cc03857\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 12.333}, \"43339\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2021-06-04 17:52:18.000000+00:00\", \"2021-09-13 09:24:58.000000+00:00\", \"2020-03-03 16:09:01.000000+00:00\", \"2021-06-23 16:49:21.000000+00:00\", \"2021-03-27 17:05:42.000000+00:00\", \"2020-04-26 20:18:17.000000+00:00\", \"2020-06-08 07:06:37.000000+00:00\", \"2022-09-20 16:17:24.000000+00:00\", \"2020-03-27 07:45:42.000000+00:00\", \"2020-07-12 14:56:11.000000+00:00\"], \"session_ids\": [\"4d4af52a-e593-4a2e-8586-961f061d8935\", \"ea0bb8ec-7b51-4b19-8c03-4374a82a9871\", \"5ec591d7-089f-4278-a5a8-9a52ddb90f6d\", \"2db456b2-7f3a-47bc-a227-232400808274\", \"350f875a-7cc5-4896-ad0f-f9c1133cbeb6\", \"59c3258b-1df3-42ff-ad1e-26510e6fc0f3\", \"078543e7-e80c-4f51-be1a-b52fb347bb57\", \"01c7b2d9-9834-44de-97c7-e7735e6a7dca\", \"9ca6a2a2-a342-4d00-ae93-062aa8d21c71\", \"e89ecb5c-126d-444a-bf4c-e295054046b1\"], \"total_duration\": 12332.0, \"total_sessions\": 10, \"mean_week_duration\": 92.722}, \"30369\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-05-27 13:55:24.000000+00:00\", \"2021-01-26 08:23:55.000000+00:00\"], \"session_ids\": [\"096672aa-5682-477d-b57e-444e89891dd0\", \"38f70d10-bb0d-4fa0-90e6-b340f85347b4\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 2.631}, \"58245\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-02-13 21:31:44.000000+00:00\", \"2019-02-08 10:39:13.000000+00:00\", \"2019-10-21 06:42:18.000000+00:00\", \"2021-06-11 00:10:04.000000+00:00\", \"2019-07-14 16:42:17.000000+00:00\"], \"session_ids\": [\"eb026d2c-530a-454a-8d5c-e7da9577e763\", \"5eb215ea-b63b-4dca-a2c1-e00fd99b2e3b\", \"8feede29-f420-4b6a-a050-86af0a6922e0\", \"fb0163ca-e0ae-4d46-9e97-f857d8da6ac5\", \"5ee8fd24-32d3-43d2-894b-3ec7bdbda448\"], \"total_duration\": 3093.0, \"total_sessions\": 5, \"mean_week_duration\": 25.352}, \"7661\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-10-16 06:12:28.000000+00:00\", \"2019-04-27 09:51:30.000000+00:00\"], \"session_ids\": [\"05105187-cd2a-41e0-a616-73fbb26796b5\", \"bd158498-15de-4a63-bfe9-a93d5c287ee0\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.481}, \"45701\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-12-08 17:31:19.000000+00:00\", \"2023-05-17 23:30:43.000000+00:00\"], \"session_ids\": [\"e6fee648-fcd0-44d7-84fa-62a30a37d23a\", \"79500d99-3e0a-466f-965e-3c691509e1ef\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.1}, \"31392\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-04-19 22:55:19.000000+00:00\", \"2022-07-23 07:17:15.000000+00:00\"], \"session_ids\": [\"a32b230a-ccf0-4019-8f02-e3f00c8c64e0\", \"626d5ab7-b5fc-4b60-a12b-f2eb2b91d598\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.212}, \"42132\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-01-13 18:20:21.000000+00:00\", \"2021-01-13 20:55:35.000000+00:00\"], \"session_ids\": [\"75526fcc-395b-495c-ae0d-ed25f1645071\", \"065fe3f9-fb52-4937-956f-0ea56f79661b\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.308}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is Rome"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Rome\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about 3 users who are users with highest duration total additionaly put to use sorting by quantity of sessions descending."
}
] |
[
{
"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{\"31244\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2023-02-26 16:45:52.000000+00:00\", \"2019-11-03 08:49:35.000000+00:00\"], \"session_ids\": [\"3a8c643a-6802-4fda-b5c7-cd8bce3678e1\", \"a8406899-d374-48d7-8ea4-d2a6c859a506\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 2.572}, \"84500\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-18 12:31:04.000000+00:00\", \"2020-10-18 21:03:32.000000+00:00\"], \"session_ids\": [\"bab5f707-1f1c-461f-b0f3-054188b94f30\", \"d918dc91-2e7c-4978-8122-607a27179089\"], \"total_duration\": 435.0, \"total_sessions\": 2, \"mean_week_duration\": 7.131}, \"26385\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-07-29 03:50:14.000000+00:00\", \"2021-12-28 11:52:21.000000+00:00\", \"2020-09-30 17:30:19.000000+00:00\", \"2020-11-07 22:13:36.000000+00:00\", \"2020-10-13 20:33:46.000000+00:00\", \"2021-02-14 18:11:08.000000+00:00\", \"2019-07-30 18:32:57.000000+00:00\"], \"session_ids\": [\"d7f99a2a-0683-4cd6-b564-0d99d5ff042e\", \"5351985c-484a-4cdc-ada9-27815d92689a\", \"56f65871-40b2-4607-b5a1-84766894b342\", \"6c3903db-2401-451e-85f9-b5ce148cd8c0\", \"bc2a31de-a9fe-4bc2-b8de-39c536b4b5f4\", \"4cd01a30-176b-4b59-82b9-9f50d4baa1f3\", \"5e96c4a1-40e5-47ae-9dee-b722e48002d0\"], \"total_duration\": 6563.0, \"total_sessions\": 7, \"mean_week_duration\": 52.087}, \"89899\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-15 22:28:53.000000+00:00\", \"2019-05-31 17:49:58.000000+00:00\", \"2020-05-06 20:00:51.000000+00:00\", \"2020-08-10 11:19:44.000000+00:00\", \"2019-11-02 11:39:22.000000+00:00\", \"2021-06-20 02:47:23.000000+00:00\", \"2020-11-07 18:30:05.000000+00:00\"], \"session_ids\": [\"658da77f-5267-48a4-96c9-4e0985b470aa\", \"9364552c-2296-4b12-b196-a7860d91b73f\", \"f04b68a9-c98f-4bae-acdf-f4dc102951fa\", \"9cabcbbc-1ae6-4a36-a795-351f91933f45\", \"7acd9a13-28d3-4885-86f5-104d4161804a\", \"b82487cc-e487-40f8-9582-0732b75d79e3\", \"182abb5a-ba65-49fb-83f4-5a2785196d43\"], \"total_duration\": 94.0, \"total_sessions\": 7, \"mean_week_duration\": 0.87}, \"58871\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-28 22:53:18.000000+00:00\", \"2020-08-25 00:48:12.000000+00:00\"], \"session_ids\": [\"7b64ef0a-1f88-4703-8d96-e03b244f6d66\", \"019707d8-d920-4c5c-ac0c-9337c383d153\"], \"total_duration\": 463.0, \"total_sessions\": 2, \"mean_week_duration\": 33.071}, \"28591\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-04-30 02:16:15.000000+00:00\", \"2020-04-28 08:49:17.000000+00:00\"], \"session_ids\": [\"b6b8a6f8-2753-46c3-bf0d-d37bd8bd0b01\", \"a986c35a-be15-4eab-838c-da8fb20e0245\"], \"total_duration\": 296.0, \"total_sessions\": 2, \"mean_week_duration\": 5.585}, \"43684\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-25 08:31:15.000000+00:00\", \"2023-04-19 10:34:51.000000+00:00\"], \"session_ids\": [\"74599ed5-ce50-45aa-a194-5323fdea3811\", \"76dc6246-f8d0-4a2a-8fb8-0e4da18003b3\"], \"total_duration\": 272.0, \"total_sessions\": 2, \"mean_week_duration\": 2.03}, \"69051\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-04-17 05:27:50.000000+00:00\", \"2022-01-01 05:53:47.000000+00:00\", \"2019-03-18 04:26:26.000000+00:00\", \"2023-05-29 10:10:40.000000+00:00\", \"2023-04-01 20:13:09.000000+00:00\", \"2019-02-20 13:02:17.000000+00:00\"], \"session_ids\": [\"240c9350-0db9-43f2-babd-4b6a33b441d5\", \"3d0e6b21-bbb6-4cfe-a997-5169b9d2a2cd\", \"e4d4f93d-87fc-4d40-bc5c-5bd5182f5985\", \"e5aab634-fcb3-4e1f-800a-cbbcbbcf6ec2\", \"27b613f5-c296-4f6e-96ba-4f758078a801\", \"abe552ae-9202-4a04-a694-28785b3546bb\"], \"total_duration\": 337.0, \"total_sessions\": 6, \"mean_week_duration\": 1.511}, \"88471\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-04-05 00:27:01.000000+00:00\", \"2023-04-11 07:18:14.000000+00:00\", \"2022-02-27 20:22:18.000000+00:00\", \"2022-07-23 16:02:05.000000+00:00\", \"2022-12-15 18:09:36.000000+00:00\", \"2022-09-20 03:02:58.000000+00:00\", \"2021-12-21 13:31:16.000000+00:00\", \"2022-08-13 05:26:02.000000+00:00\", \"2021-06-04 00:30:23.000000+00:00\", \"2021-04-30 01:38:23.000000+00:00\"], \"session_ids\": [\"00e36e6a-0096-4e84-9c5a-f538e86926a5\", \"17000d6c-cbe6-4c46-bc99-5904557e4a22\", \"7bdce83b-4e2a-4d32-9301-4465264b51ae\", \"68ea2a7f-020f-4632-b6c9-b63fefa90548\", \"18e6f00d-c5ce-4686-8960-47662f485ebb\", \"605a63b0-d4e0-41c7-b6a2-0e1d685f1663\", \"9c3ad76b-96c5-4f7d-969f-20ef5f0403d0\", \"490e2d96-c614-44a7-baa6-440938ad9677\", \"a98b83c0-b16d-42a6-afb4-01c2ee994a6c\", \"b8cc96f0-8117-44d1-8a2d-057c815b627f\"], \"total_duration\": 10723.0, \"total_sessions\": 10, \"mean_week_duration\": 105.127}, \"5297\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-05-02 00:54:03.000000+00:00\", \"2023-05-14 23:59:25.000000+00:00\"], \"session_ids\": [\"2a2ea986-16f7-4348-b926-5e8ec69edd00\", \"8ad29106-aa89-4b3f-af8d-62be69cab017\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.161}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the highest 3 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": true, \"quant_to_remain\": 3}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"88471\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-04-05 00:27:01.000000+00:00\", \"2023-04-11 07:18:14.000000+00:00\", \"2022-02-27 20:22:18.000000+00:00\", \"2022-07-23 16:02:05.000000+00:00\", \"2022-12-15 18:09:36.000000+00:00\", \"2022-09-20 03:02:58.000000+00:00\", \"2021-12-21 13:31:16.000000+00:00\", \"2022-08-13 05:26:02.000000+00:00\", \"2021-06-04 00:30:23.000000+00:00\", \"2021-04-30 01:38:23.000000+00:00\"], \"session_ids\": [\"00e36e6a-0096-4e84-9c5a-f538e86926a5\", \"17000d6c-cbe6-4c46-bc99-5904557e4a22\", \"7bdce83b-4e2a-4d32-9301-4465264b51ae\", \"68ea2a7f-020f-4632-b6c9-b63fefa90548\", \"18e6f00d-c5ce-4686-8960-47662f485ebb\", \"605a63b0-d4e0-41c7-b6a2-0e1d685f1663\", \"9c3ad76b-96c5-4f7d-969f-20ef5f0403d0\", \"490e2d96-c614-44a7-baa6-440938ad9677\", \"a98b83c0-b16d-42a6-afb4-01c2ee994a6c\", \"b8cc96f0-8117-44d1-8a2d-057c815b627f\"], \"total_duration\": 10723.0, \"total_sessions\": 10, \"mean_week_duration\": 105.127}}, {\"26385\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-07-29 03:50:14.000000+00:00\", \"2021-12-28 11:52:21.000000+00:00\", \"2020-09-30 17:30:19.000000+00:00\", \"2020-11-07 22:13:36.000000+00:00\", \"2020-10-13 20:33:46.000000+00:00\", \"2021-02-14 18:11:08.000000+00:00\", \"2019-07-30 18:32:57.000000+00:00\"], \"session_ids\": [\"d7f99a2a-0683-4cd6-b564-0d99d5ff042e\", \"5351985c-484a-4cdc-ada9-27815d92689a\", \"56f65871-40b2-4607-b5a1-84766894b342\", \"6c3903db-2401-451e-85f9-b5ce148cd8c0\", \"bc2a31de-a9fe-4bc2-b8de-39c536b4b5f4\", \"4cd01a30-176b-4b59-82b9-9f50d4baa1f3\", \"5e96c4a1-40e5-47ae-9dee-b722e48002d0\"], \"total_duration\": 6563.0, \"total_sessions\": 7, \"mean_week_duration\": 52.087}}, {\"58871\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-28 22:53:18.000000+00:00\", \"2020-08-25 00:48:12.000000+00:00\"], \"session_ids\": [\"7b64ef0a-1f88-4703-8d96-e03b244f6d66\", \"019707d8-d920-4c5c-ac0c-9337c383d153\"], \"total_duration\": 463.0, \"total_sessions\": 2, \"mean_week_duration\": 33.071}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"88471\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-04-05 00:27:01.000000+00:00\", \"2023-04-11 07:18:14.000000+00:00\", \"2022-02-27 20:22:18.000000+00:00\", \"2022-07-23 16:02:05.000000+00:00\", \"2022-12-15 18:09:36.000000+00:00\", \"2022-09-20 03:02:58.000000+00:00\", \"2021-12-21 13:31:16.000000+00:00\", \"2022-08-13 05:26:02.000000+00:00\", \"2021-06-04 00:30:23.000000+00:00\", \"2021-04-30 01:38:23.000000+00:00\"], \"session_ids\": [\"00e36e6a-0096-4e84-9c5a-f538e86926a5\", \"17000d6c-cbe6-4c46-bc99-5904557e4a22\", \"7bdce83b-4e2a-4d32-9301-4465264b51ae\", \"68ea2a7f-020f-4632-b6c9-b63fefa90548\", \"18e6f00d-c5ce-4686-8960-47662f485ebb\", \"605a63b0-d4e0-41c7-b6a2-0e1d685f1663\", \"9c3ad76b-96c5-4f7d-969f-20ef5f0403d0\", \"490e2d96-c614-44a7-baa6-440938ad9677\", \"a98b83c0-b16d-42a6-afb4-01c2ee994a6c\", \"b8cc96f0-8117-44d1-8a2d-057c815b627f\"], \"total_duration\": 10723.0, \"total_sessions\": 10, \"mean_week_duration\": 105.127}}, {\"26385\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-07-29 03:50:14.000000+00:00\", \"2021-12-28 11:52:21.000000+00:00\", \"2020-09-30 17:30:19.000000+00:00\", \"2020-11-07 22:13:36.000000+00:00\", \"2020-10-13 20:33:46.000000+00:00\", \"2021-02-14 18:11:08.000000+00:00\", \"2019-07-30 18:32:57.000000+00:00\"], \"session_ids\": [\"d7f99a2a-0683-4cd6-b564-0d99d5ff042e\", \"5351985c-484a-4cdc-ada9-27815d92689a\", \"56f65871-40b2-4607-b5a1-84766894b342\", \"6c3903db-2401-451e-85f9-b5ce148cd8c0\", \"bc2a31de-a9fe-4bc2-b8de-39c536b4b5f4\", \"4cd01a30-176b-4b59-82b9-9f50d4baa1f3\", \"5e96c4a1-40e5-47ae-9dee-b722e48002d0\"], \"total_duration\": 6563.0, \"total_sessions\": 7, \"mean_week_duration\": 52.087}}, {\"58871\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-28 22:53:18.000000+00:00\", \"2020-08-25 00:48:12.000000+00:00\"], \"session_ids\": [\"7b64ef0a-1f88-4703-8d96-e03b244f6d66\", \"019707d8-d920-4c5c-ac0c-9337c383d153\"], \"total_duration\": 463.0, \"total_sessions\": 2, \"mean_week_duration\": 33.071}}]\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[{\"88471\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-04-05 00:27:01.000000+00:00\", \"2023-04-11 07:18:14.000000+00:00\", \"2022-02-27 20:22:18.000000+00:00\", \"2022-07-23 16:02:05.000000+00:00\", \"2022-12-15 18:09:36.000000+00:00\", \"2022-09-20 03:02:58.000000+00:00\", \"2021-12-21 13:31:16.000000+00:00\", \"2022-08-13 05:26:02.000000+00:00\", \"2021-06-04 00:30:23.000000+00:00\", \"2021-04-30 01:38:23.000000+00:00\"], \"session_ids\": [\"00e36e6a-0096-4e84-9c5a-f538e86926a5\", \"17000d6c-cbe6-4c46-bc99-5904557e4a22\", \"7bdce83b-4e2a-4d32-9301-4465264b51ae\", \"68ea2a7f-020f-4632-b6c9-b63fefa90548\", \"18e6f00d-c5ce-4686-8960-47662f485ebb\", \"605a63b0-d4e0-41c7-b6a2-0e1d685f1663\", \"9c3ad76b-96c5-4f7d-969f-20ef5f0403d0\", \"490e2d96-c614-44a7-baa6-440938ad9677\", \"a98b83c0-b16d-42a6-afb4-01c2ee994a6c\", \"b8cc96f0-8117-44d1-8a2d-057c815b627f\"], \"total_duration\": 10723.0, \"total_sessions\": 10, \"mean_week_duration\": 105.127}}, {\"26385\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-07-29 03:50:14.000000+00:00\", \"2021-12-28 11:52:21.000000+00:00\", \"2020-09-30 17:30:19.000000+00:00\", \"2020-11-07 22:13:36.000000+00:00\", \"2020-10-13 20:33:46.000000+00:00\", \"2021-02-14 18:11:08.000000+00:00\", \"2019-07-30 18:32:57.000000+00:00\"], \"session_ids\": [\"d7f99a2a-0683-4cd6-b564-0d99d5ff042e\", \"5351985c-484a-4cdc-ada9-27815d92689a\", \"56f65871-40b2-4607-b5a1-84766894b342\", \"6c3903db-2401-451e-85f9-b5ce148cd8c0\", \"bc2a31de-a9fe-4bc2-b8de-39c536b4b5f4\", \"4cd01a30-176b-4b59-82b9-9f50d4baa1f3\", \"5e96c4a1-40e5-47ae-9dee-b722e48002d0\"], \"total_duration\": 6563.0, \"total_sessions\": 7, \"mean_week_duration\": 52.087}}, {\"58871\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-28 22:53:18.000000+00:00\", \"2020-08-25 00:48:12.000000+00:00\"], \"session_ids\": [\"7b64ef0a-1f88-4703-8d96-e03b244f6d66\", \"019707d8-d920-4c5c-ac0c-9337c383d153\"], \"total_duration\": 463.0, \"total_sessions\": 2, \"mean_week_duration\": 33.071}}]\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[{\"88471\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-04-05 00:27:01.000000+00:00\", \"2023-04-11 07:18:14.000000+00:00\", \"2022-02-27 20:22:18.000000+00:00\", \"2022-07-23 16:02:05.000000+00:00\", \"2022-12-15 18:09:36.000000+00:00\", \"2022-09-20 03:02:58.000000+00:00\", \"2021-12-21 13:31:16.000000+00:00\", \"2022-08-13 05:26:02.000000+00:00\", \"2021-06-04 00:30:23.000000+00:00\", \"2021-04-30 01:38:23.000000+00:00\"], \"session_ids\": [\"00e36e6a-0096-4e84-9c5a-f538e86926a5\", \"17000d6c-cbe6-4c46-bc99-5904557e4a22\", \"7bdce83b-4e2a-4d32-9301-4465264b51ae\", \"68ea2a7f-020f-4632-b6c9-b63fefa90548\", \"18e6f00d-c5ce-4686-8960-47662f485ebb\", \"605a63b0-d4e0-41c7-b6a2-0e1d685f1663\", \"9c3ad76b-96c5-4f7d-969f-20ef5f0403d0\", \"490e2d96-c614-44a7-baa6-440938ad9677\", \"a98b83c0-b16d-42a6-afb4-01c2ee994a6c\", \"b8cc96f0-8117-44d1-8a2d-057c815b627f\"], \"total_duration\": 10723.0, \"total_sessions\": 10, \"mean_week_duration\": 105.127}}, {\"26385\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-07-29 03:50:14.000000+00:00\", \"2021-12-28 11:52:21.000000+00:00\", \"2020-09-30 17:30:19.000000+00:00\", \"2020-11-07 22:13:36.000000+00:00\", \"2020-10-13 20:33:46.000000+00:00\", \"2021-02-14 18:11:08.000000+00:00\", \"2019-07-30 18:32:57.000000+00:00\"], \"session_ids\": [\"d7f99a2a-0683-4cd6-b564-0d99d5ff042e\", \"5351985c-484a-4cdc-ada9-27815d92689a\", \"56f65871-40b2-4607-b5a1-84766894b342\", \"6c3903db-2401-451e-85f9-b5ce148cd8c0\", \"bc2a31de-a9fe-4bc2-b8de-39c536b4b5f4\", \"4cd01a30-176b-4b59-82b9-9f50d4baa1f3\", \"5e96c4a1-40e5-47ae-9dee-b722e48002d0\"], \"total_duration\": 6563.0, \"total_sessions\": 7, \"mean_week_duration\": 52.087}}, {\"58871\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-28 22:53:18.000000+00:00\", \"2020-08-25 00:48:12.000000+00:00\"], \"session_ids\": [\"7b64ef0a-1f88-4703-8d96-e03b244f6d66\", \"019707d8-d920-4c5c-ac0c-9337c383d153\"], \"total_duration\": 463.0, \"total_sessions\": 2, \"mean_week_duration\": 33.071}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding 7 users who have total duration less than 93 (not including) and greater than 3984 and apply sorting by duration of sessions per week ascendingly."
}
] |
[
{
"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{\"90245\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-12-28 16:32:45.000000+00:00\", \"2020-01-31 15:03:58.000000+00:00\", \"2022-07-05 14:48:28.000000+00:00\", \"2020-12-19 05:38:26.000000+00:00\", \"2022-11-17 13:59:17.000000+00:00\", \"2021-05-11 23:33:17.000000+00:00\", \"2022-08-17 09:43:43.000000+00:00\"], \"session_ids\": [\"9804c92b-231a-428e-ad87-fe468e929f30\", \"6c5f73da-7428-437a-9206-6ecd0919c132\", \"3e6cf38c-33bd-450f-abd2-9efee8b49e62\", \"e879dd82-a63f-4fba-a4b3-3a33f4e83c76\", \"b5d4f5d7-b081-4910-b380-6f92cfc3170f\", \"a2f648aa-f2ba-4656-8a81-1af0e1868da9\", \"5358e90c-5d94-45b4-aa01-0bee2fc7bb0f\"], \"total_duration\": 147.0, \"total_sessions\": 7, \"mean_week_duration\": 1.007}, \"19783\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-01-06 20:57:50.000000+00:00\", \"2021-02-23 01:45:11.000000+00:00\", \"2020-11-06 14:13:12.000000+00:00\", \"2021-02-21 15:12:20.000000+00:00\", \"2021-07-11 10:25:11.000000+00:00\", \"2022-02-16 07:23:54.000000+00:00\", \"2019-10-08 19:15:20.000000+00:00\", \"2022-05-21 03:10:24.000000+00:00\"], \"session_ids\": [\"6aa384ba-4b9a-47f4-bf75-74833a5d8996\", \"5b807d32-9e4d-40fa-8238-68f57124baa2\", \"8ca08ace-5c5f-437c-9037-7146790fc822\", \"ee410837-b5c0-4e68-90f5-7570fd4c1be2\", \"9bac5b63-7a6a-453e-99f5-b4bc21497a7d\", \"22e05b9e-6777-410c-a18b-422dd62195af\", \"a13c59cd-7bc8-48ee-ba4c-dcdc73d73aa7\", \"d29cd544-7a77-4b39-9e5e-1dc94f42dadc\"], \"total_duration\": 858.0, \"total_sessions\": 8, \"mean_week_duration\": 5.047}, \"4332\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-09-28 04:17:50.000000+00:00\", \"2021-01-19 21:20:17.000000+00:00\"], \"session_ids\": [\"77d5ea07-cb34-4fd8-9460-b4caf49cc47e\", \"f3f16883-1378-4468-a99d-332b97aafa98\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.386}, \"50286\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-01-12 05:01:00.000000+00:00\", \"2023-03-22 18:25:33.000000+00:00\", \"2022-08-06 11:46:08.000000+00:00\"], \"session_ids\": [\"3bed2235-9340-4d03-8a21-744aeb37b28b\", \"18199c68-8f5b-4ea3-9793-08ee1eae7a82\", \"9c365f09-00cd-467e-8de6-ede93e3875b4\"], \"total_duration\": 494.0, \"total_sessions\": 3, \"mean_week_duration\": 7.968}, \"36104\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-07-24 18:53:23.000000+00:00\", \"2020-09-22 12:26:57.000000+00:00\", \"2021-05-04 05:15:20.000000+00:00\", \"2022-10-15 14:47:25.000000+00:00\", \"2021-02-17 22:36:02.000000+00:00\"], \"session_ids\": [\"8a58c5eb-78e7-4ab7-bc7b-db139d98fd27\", \"c5ff9d40-34ce-4f86-9c95-302a73cce8c6\", \"28910aca-838d-4823-bad6-37eeb11a86c0\", \"7b73c6e0-5518-4bd0-b837-a8b1637b988a\", \"ac188f43-e17a-443f-824a-29f1025ed742\"], \"total_duration\": 556.0, \"total_sessions\": 5, \"mean_week_duration\": 3.29}, \"73882\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-06-27 07:45:31.000000+00:00\", \"2020-09-20 08:54:39.000000+00:00\", \"2020-07-13 06:43:02.000000+00:00\"], \"session_ids\": [\"89194051-d1be-4589-a719-f48e012cffab\", \"223b152b-c93c-4388-9872-c161cccd2f14\", \"6e6f723c-e830-4aee-b22a-40768c983daf\"], \"total_duration\": 26.0, \"total_sessions\": 3, \"mean_week_duration\": 0.255}, \"93880\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-06-19 06:22:49.000000+00:00\", \"2019-01-02 17:34:05.000000+00:00\"], \"session_ids\": [\"0787d248-df49-406c-9c0d-0be78f568a1b\", \"8be362ef-e3cd-47a7-af33-ea39f0e97ef2\"], \"total_duration\": 472.0, \"total_sessions\": 2, \"mean_week_duration\": 3.659}, \"31302\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-01-07 09:23:23.000000+00:00\", \"2021-02-15 07:54:40.000000+00:00\", \"2019-07-19 09:20:36.000000+00:00\"], \"session_ids\": [\"1022fecc-5759-485f-adfd-e2b12ee9616a\", \"cdde4766-98ab-4bbe-8e8c-fa76840b13c7\", \"225f0831-2b2d-44af-a3a5-c5ab185fda7f\"], \"total_duration\": 258.0, \"total_sessions\": 3, \"mean_week_duration\": 2.345}, \"35289\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-07-08 12:45:29.000000+00:00\", \"2020-01-29 16:44:22.000000+00:00\"], \"session_ids\": [\"20f855d2-45c8-41dc-97e9-d4a35daafd23\", \"ac194f33-9dfc-4a92-a337-6c9bd2840a62\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 4.435}, \"97273\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-12-23 01:10:40.000000+00:00\", \"2022-08-06 10:39:16.000000+00:00\", \"2022-11-25 10:25:38.000000+00:00\"], \"session_ids\": [\"0086e3db-81df-49e6-ad85-2d91bf497ce1\", \"d7d1f5dc-8264-4518-9f17-24c083af47dc\", \"4e2ffece-d6d7-4594-b3d6-5391b4d0203c\"], \"total_duration\": 49.0, \"total_sessions\": 3, \"mean_week_duration\": 2.45}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are less than 93 and are equal or greater than 3984"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_duration\": [[93, 3984]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"4332\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-09-28 04:17:50.000000+00:00\", \"2021-01-19 21:20:17.000000+00:00\"], \"session_ids\": [\"77d5ea07-cb34-4fd8-9460-b4caf49cc47e\", \"f3f16883-1378-4468-a99d-332b97aafa98\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.386}, \"73882\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-06-27 07:45:31.000000+00:00\", \"2020-09-20 08:54:39.000000+00:00\", \"2020-07-13 06:43:02.000000+00:00\"], \"session_ids\": [\"89194051-d1be-4589-a719-f48e012cffab\", \"223b152b-c93c-4388-9872-c161cccd2f14\", \"6e6f723c-e830-4aee-b22a-40768c983daf\"], \"total_duration\": 26.0, \"total_sessions\": 3, \"mean_week_duration\": 0.255}, \"97273\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-12-23 01:10:40.000000+00:00\", \"2022-08-06 10:39:16.000000+00:00\", \"2022-11-25 10:25:38.000000+00:00\"], \"session_ids\": [\"0086e3db-81df-49e6-ad85-2d91bf497ce1\", \"d7d1f5dc-8264-4518-9f17-24c083af47dc\", \"4e2ffece-d6d7-4594-b3d6-5391b4d0203c\"], \"total_duration\": 49.0, \"total_sessions\": 3, \"mean_week_duration\": 2.45}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"73882\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-06-27 07:45:31.000000+00:00\", \"2020-09-20 08:54:39.000000+00:00\", \"2020-07-13 06:43:02.000000+00:00\"], \"session_ids\": [\"89194051-d1be-4589-a719-f48e012cffab\", \"223b152b-c93c-4388-9872-c161cccd2f14\", \"6e6f723c-e830-4aee-b22a-40768c983daf\"], \"total_duration\": 26.0, \"total_sessions\": 3, \"mean_week_duration\": 0.255}}, {\"4332\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-09-28 04:17:50.000000+00:00\", \"2021-01-19 21:20:17.000000+00:00\"], \"session_ids\": [\"77d5ea07-cb34-4fd8-9460-b4caf49cc47e\", \"f3f16883-1378-4468-a99d-332b97aafa98\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.386}}, {\"97273\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-12-23 01:10:40.000000+00:00\", \"2022-08-06 10:39:16.000000+00:00\", \"2022-11-25 10:25:38.000000+00:00\"], \"session_ids\": [\"0086e3db-81df-49e6-ad85-2d91bf497ce1\", \"d7d1f5dc-8264-4518-9f17-24c083af47dc\", \"4e2ffece-d6d7-4594-b3d6-5391b4d0203c\"], \"total_duration\": 49.0, \"total_sessions\": 3, \"mean_week_duration\": 2.45}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 7 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"73882\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-06-27 07:45:31.000000+00:00\", \"2020-09-20 08:54:39.000000+00:00\", \"2020-07-13 06:43:02.000000+00:00\"], \"session_ids\": [\"89194051-d1be-4589-a719-f48e012cffab\", \"223b152b-c93c-4388-9872-c161cccd2f14\", \"6e6f723c-e830-4aee-b22a-40768c983daf\"], \"total_duration\": 26.0, \"total_sessions\": 3, \"mean_week_duration\": 0.255}}, {\"4332\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-09-28 04:17:50.000000+00:00\", \"2021-01-19 21:20:17.000000+00:00\"], \"session_ids\": [\"77d5ea07-cb34-4fd8-9460-b4caf49cc47e\", \"f3f16883-1378-4468-a99d-332b97aafa98\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.386}}, {\"97273\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-12-23 01:10:40.000000+00:00\", \"2022-08-06 10:39:16.000000+00:00\", \"2022-11-25 10:25:38.000000+00:00\"], \"session_ids\": [\"0086e3db-81df-49e6-ad85-2d91bf497ce1\", \"d7d1f5dc-8264-4518-9f17-24c083af47dc\", \"4e2ffece-d6d7-4594-b3d6-5391b4d0203c\"], \"total_duration\": 49.0, \"total_sessions\": 3, \"mean_week_duration\": 2.45}}]\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[{\"73882\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-06-27 07:45:31.000000+00:00\", \"2020-09-20 08:54:39.000000+00:00\", \"2020-07-13 06:43:02.000000+00:00\"], \"session_ids\": [\"89194051-d1be-4589-a719-f48e012cffab\", \"223b152b-c93c-4388-9872-c161cccd2f14\", \"6e6f723c-e830-4aee-b22a-40768c983daf\"], \"total_duration\": 26.0, \"total_sessions\": 3, \"mean_week_duration\": 0.255}}, {\"4332\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-09-28 04:17:50.000000+00:00\", \"2021-01-19 21:20:17.000000+00:00\"], \"session_ids\": [\"77d5ea07-cb34-4fd8-9460-b4caf49cc47e\", \"f3f16883-1378-4468-a99d-332b97aafa98\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.386}}, {\"97273\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-12-23 01:10:40.000000+00:00\", \"2022-08-06 10:39:16.000000+00:00\", \"2022-11-25 10:25:38.000000+00:00\"], \"session_ids\": [\"0086e3db-81df-49e6-ad85-2d91bf497ce1\", \"d7d1f5dc-8264-4518-9f17-24c083af47dc\", \"4e2ffece-d6d7-4594-b3d6-5391b4d0203c\"], \"total_duration\": 49.0, \"total_sessions\": 3, \"mean_week_duration\": 2.45}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding users with a time in app that is above 2498, exclusive 2498 , and carry out sorting by town name in ascending order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"14988\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-04-09 02:29:00.000000+00:00\", \"2020-12-16 03:48:33.000000+00:00\", \"2020-01-29 19:17:17.000000+00:00\", \"2022-10-11 00:22:48.000000+00:00\", \"2019-11-21 21:19:12.000000+00:00\"], \"session_ids\": [\"5e7f53be-f1ef-45d5-99e8-29ed00d473a5\", \"f282792b-3cc6-44d4-92ea-9b922b21ffd8\", \"35314f66-4c7b-45a5-b7ab-34bfef24d133\", \"28aa4cde-23e4-44ae-ad65-eb0c969cfb43\", \"f6a3f549-fe42-41b3-bf68-5b4c092988f5\"], \"total_duration\": 2628.0, \"total_sessions\": 5, \"mean_week_duration\": 17.404}, \"34621\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-05-11 14:00:42.000000+00:00\", \"2022-09-22 07:43:03.000000+00:00\", \"2020-09-06 00:53:37.000000+00:00\"], \"session_ids\": [\"1167c3b8-1fad-49ea-81c3-90cabb7aba0f\", \"98150f9f-9bc6-4b56-9b1b-eab513cec48b\", \"b3aa6695-ebac-4425-9422-545b83654949\"], \"total_duration\": 805.0, \"total_sessions\": 3, \"mean_week_duration\": 7.523}, \"58427\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-04-05 09:50:46.000000+00:00\", \"2019-07-02 22:45:41.000000+00:00\", \"2022-07-31 10:11:37.000000+00:00\", \"2021-06-11 09:07:37.000000+00:00\", \"2019-01-06 07:34:02.000000+00:00\", \"2019-11-11 07:49:43.000000+00:00\", \"2019-09-18 22:02:36.000000+00:00\", \"2019-03-24 05:26:44.000000+00:00\", \"2023-01-14 06:51:19.000000+00:00\"], \"session_ids\": [\"59dc6e07-c675-4ea1-bd93-aab6068ca227\", \"1039bdaa-dca0-46f0-add2-ee2c4cf58960\", \"0e3d9f63-9f10-410d-aa5d-d2b554879dc0\", \"870fda60-5a06-47b9-aa3d-14cb6e7ca347\", \"293a229b-8d8f-4b27-8e2c-fc71ef4236f7\", \"d07cbf94-3e61-4cbd-bc6f-7235bd192386\", \"fa165baa-c15e-4081-8b1b-db90215dfbb3\", \"487de10a-5e7a-4883-80fd-2203f8af95e8\", \"07f37e90-a352-40d3-84d3-72590a042a8f\"], \"total_duration\": 4201.0, \"total_sessions\": 9, \"mean_week_duration\": 20.005}, \"46528\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-02-01 04:15:53.000000+00:00\", \"2021-10-30 03:32:02.000000+00:00\"], \"session_ids\": [\"243f9012-e0c9-44a1-be54-96b8b68fab54\", \"b0118204-9776-46b1-96ca-62b59d0c4cba\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 3.593}, \"62923\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-10-07 12:58:41.000000+00:00\", \"2021-05-31 03:50:18.000000+00:00\"], \"session_ids\": [\"2df6bad3-31b9-4acf-9942-58e779f9e86c\", \"59d7c262-c19e-4c78-880e-8e9584916984\"], \"total_duration\": 119.0, \"total_sessions\": 2, \"mean_week_duration\": 3.5}, \"33514\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-01-31 11:54:42.000000+00:00\", \"2019-11-04 15:19:28.000000+00:00\", \"2021-12-31 15:44:26.000000+00:00\", \"2023-04-22 05:16:40.000000+00:00\"], \"session_ids\": [\"ea9cdccb-815f-47e9-9555-7ab86aa87fe5\", \"ed8b05d5-6250-470c-941f-3ad5dbb580d7\", \"ee5d508f-b1bd-4825-9de9-ab45f36d316e\", \"6c9603bb-a7ce-4e30-ac72-a0ca95dd4b5b\"], \"total_duration\": 79.0, \"total_sessions\": 4, \"mean_week_duration\": 0.436}, \"31783\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-12-16 09:19:35.000000+00:00\", \"2022-11-16 06:05:25.000000+00:00\", \"2022-11-12 15:10:04.000000+00:00\", \"2020-01-15 18:06:56.000000+00:00\"], \"session_ids\": [\"210e25f2-e151-4498-a87d-4280f6780ef2\", \"fe2009cb-cbf9-4d32-affd-998a181be1a7\", \"da108c93-1bee-4159-b513-ac196d40e8d3\", \"b02b99d2-f407-47e1-ae29-82db75d3b665\"], \"total_duration\": 550.0, \"total_sessions\": 4, \"mean_week_duration\": 3.716}, \"57711\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-04-02 05:15:42.000000+00:00\", \"2021-01-07 02:03:01.000000+00:00\", \"2022-08-23 16:49:13.000000+00:00\", \"2021-04-29 08:49:16.000000+00:00\", \"2022-08-05 20:44:16.000000+00:00\", \"2023-03-28 23:18:42.000000+00:00\"], \"session_ids\": [\"8a8a99c1-d853-4a35-9960-d77a8b470b7c\", \"85ac07df-21f5-4d5a-941a-1bb4bbf5d86f\", \"1e0adf8a-859f-4168-9bc8-24aabbe18fc9\", \"0755686a-b310-41c6-ab4d-2592653401dc\", \"97047aed-0855-40a7-abb8-afd6d6c89862\", \"b4dcf757-789f-46e5-bcc2-66449495fd8b\"], \"total_duration\": 3971.0, \"total_sessions\": 6, \"mean_week_duration\": 34.233}, \"19353\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-12-30 14:52:54.000000+00:00\", \"2022-12-15 09:45:21.000000+00:00\"], \"session_ids\": [\"320e8615-4074-4413-a465-3b60b4968587\", \"67a5cce4-0eb9-4031-bf53-2d30f3839b10\"], \"total_duration\": 417.0, \"total_sessions\": 2, \"mean_week_duration\": 4.088}, \"46123\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-05-24 19:36:17.000000+00:00\", \"2019-04-09 02:52:22.000000+00:00\", \"2019-11-28 04:06:29.000000+00:00\", \"2019-03-14 22:58:20.000000+00:00\", \"2019-05-19 10:31:45.000000+00:00\", \"2020-09-28 18:00:08.000000+00:00\"], \"session_ids\": [\"6fadc2d5-24ac-49bc-b39a-d049b9d0f03c\", \"3140da30-71f7-434b-8784-344db89f4624\", \"500e2a9c-388a-441e-9086-3cb864b1b712\", \"014e1ee8-b572-4a88-b8fc-58affa6641ba\", \"d86477e7-b1cd-4778-8fbd-a4b156a253d9\", \"ec802443-7a83-4685-8271-75d7e6a5c24b\"], \"total_duration\": 3123.0, \"total_sessions\": 6, \"mean_week_duration\": 18.701}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are greater than 2498"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\"]]}, \"all_values\": {\"total_duration\": [[2498, 2983]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"14988\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-04-09 02:29:00.000000+00:00\", \"2020-12-16 03:48:33.000000+00:00\", \"2020-01-29 19:17:17.000000+00:00\", \"2022-10-11 00:22:48.000000+00:00\", \"2019-11-21 21:19:12.000000+00:00\"], \"session_ids\": [\"5e7f53be-f1ef-45d5-99e8-29ed00d473a5\", \"f282792b-3cc6-44d4-92ea-9b922b21ffd8\", \"35314f66-4c7b-45a5-b7ab-34bfef24d133\", \"28aa4cde-23e4-44ae-ad65-eb0c969cfb43\", \"f6a3f549-fe42-41b3-bf68-5b4c092988f5\"], \"total_duration\": 2628.0, \"total_sessions\": 5, \"mean_week_duration\": 17.404}, \"58427\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-04-05 09:50:46.000000+00:00\", \"2019-07-02 22:45:41.000000+00:00\", \"2022-07-31 10:11:37.000000+00:00\", \"2021-06-11 09:07:37.000000+00:00\", \"2019-01-06 07:34:02.000000+00:00\", \"2019-11-11 07:49:43.000000+00:00\", \"2019-09-18 22:02:36.000000+00:00\", \"2019-03-24 05:26:44.000000+00:00\", \"2023-01-14 06:51:19.000000+00:00\"], \"session_ids\": [\"59dc6e07-c675-4ea1-bd93-aab6068ca227\", \"1039bdaa-dca0-46f0-add2-ee2c4cf58960\", \"0e3d9f63-9f10-410d-aa5d-d2b554879dc0\", \"870fda60-5a06-47b9-aa3d-14cb6e7ca347\", \"293a229b-8d8f-4b27-8e2c-fc71ef4236f7\", \"d07cbf94-3e61-4cbd-bc6f-7235bd192386\", \"fa165baa-c15e-4081-8b1b-db90215dfbb3\", \"487de10a-5e7a-4883-80fd-2203f8af95e8\", \"07f37e90-a352-40d3-84d3-72590a042a8f\"], \"total_duration\": 4201.0, \"total_sessions\": 9, \"mean_week_duration\": 20.005}, \"57711\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-04-02 05:15:42.000000+00:00\", \"2021-01-07 02:03:01.000000+00:00\", \"2022-08-23 16:49:13.000000+00:00\", \"2021-04-29 08:49:16.000000+00:00\", \"2022-08-05 20:44:16.000000+00:00\", \"2023-03-28 23:18:42.000000+00:00\"], \"session_ids\": [\"8a8a99c1-d853-4a35-9960-d77a8b470b7c\", \"85ac07df-21f5-4d5a-941a-1bb4bbf5d86f\", \"1e0adf8a-859f-4168-9bc8-24aabbe18fc9\", \"0755686a-b310-41c6-ab4d-2592653401dc\", \"97047aed-0855-40a7-abb8-afd6d6c89862\", \"b4dcf757-789f-46e5-bcc2-66449495fd8b\"], \"total_duration\": 3971.0, \"total_sessions\": 6, \"mean_week_duration\": 34.233}, \"46123\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-05-24 19:36:17.000000+00:00\", \"2019-04-09 02:52:22.000000+00:00\", \"2019-11-28 04:06:29.000000+00:00\", \"2019-03-14 22:58:20.000000+00:00\", \"2019-05-19 10:31:45.000000+00:00\", \"2020-09-28 18:00:08.000000+00:00\"], \"session_ids\": [\"6fadc2d5-24ac-49bc-b39a-d049b9d0f03c\", \"3140da30-71f7-434b-8784-344db89f4624\", \"500e2a9c-388a-441e-9086-3cb864b1b712\", \"014e1ee8-b572-4a88-b8fc-58affa6641ba\", \"d86477e7-b1cd-4778-8fbd-a4b156a253d9\", \"ec802443-7a83-4685-8271-75d7e6a5c24b\"], \"total_duration\": 3123.0, \"total_sessions\": 6, \"mean_week_duration\": 18.701}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"57711\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-04-02 05:15:42.000000+00:00\", \"2021-01-07 02:03:01.000000+00:00\", \"2022-08-23 16:49:13.000000+00:00\", \"2021-04-29 08:49:16.000000+00:00\", \"2022-08-05 20:44:16.000000+00:00\", \"2023-03-28 23:18:42.000000+00:00\"], \"session_ids\": [\"8a8a99c1-d853-4a35-9960-d77a8b470b7c\", \"85ac07df-21f5-4d5a-941a-1bb4bbf5d86f\", \"1e0adf8a-859f-4168-9bc8-24aabbe18fc9\", \"0755686a-b310-41c6-ab4d-2592653401dc\", \"97047aed-0855-40a7-abb8-afd6d6c89862\", \"b4dcf757-789f-46e5-bcc2-66449495fd8b\"], \"total_duration\": 3971.0, \"total_sessions\": 6, \"mean_week_duration\": 34.233}}, {\"58427\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-04-05 09:50:46.000000+00:00\", \"2019-07-02 22:45:41.000000+00:00\", \"2022-07-31 10:11:37.000000+00:00\", \"2021-06-11 09:07:37.000000+00:00\", \"2019-01-06 07:34:02.000000+00:00\", \"2019-11-11 07:49:43.000000+00:00\", \"2019-09-18 22:02:36.000000+00:00\", \"2019-03-24 05:26:44.000000+00:00\", \"2023-01-14 06:51:19.000000+00:00\"], \"session_ids\": [\"59dc6e07-c675-4ea1-bd93-aab6068ca227\", \"1039bdaa-dca0-46f0-add2-ee2c4cf58960\", \"0e3d9f63-9f10-410d-aa5d-d2b554879dc0\", \"870fda60-5a06-47b9-aa3d-14cb6e7ca347\", \"293a229b-8d8f-4b27-8e2c-fc71ef4236f7\", \"d07cbf94-3e61-4cbd-bc6f-7235bd192386\", \"fa165baa-c15e-4081-8b1b-db90215dfbb3\", \"487de10a-5e7a-4883-80fd-2203f8af95e8\", \"07f37e90-a352-40d3-84d3-72590a042a8f\"], \"total_duration\": 4201.0, \"total_sessions\": 9, \"mean_week_duration\": 20.005}}, {\"14988\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-04-09 02:29:00.000000+00:00\", \"2020-12-16 03:48:33.000000+00:00\", \"2020-01-29 19:17:17.000000+00:00\", \"2022-10-11 00:22:48.000000+00:00\", \"2019-11-21 21:19:12.000000+00:00\"], \"session_ids\": [\"5e7f53be-f1ef-45d5-99e8-29ed00d473a5\", \"f282792b-3cc6-44d4-92ea-9b922b21ffd8\", \"35314f66-4c7b-45a5-b7ab-34bfef24d133\", \"28aa4cde-23e4-44ae-ad65-eb0c969cfb43\", \"f6a3f549-fe42-41b3-bf68-5b4c092988f5\"], \"total_duration\": 2628.0, \"total_sessions\": 5, \"mean_week_duration\": 17.404}}, {\"46123\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-05-24 19:36:17.000000+00:00\", \"2019-04-09 02:52:22.000000+00:00\", \"2019-11-28 04:06:29.000000+00:00\", \"2019-03-14 22:58:20.000000+00:00\", \"2019-05-19 10:31:45.000000+00:00\", \"2020-09-28 18:00:08.000000+00:00\"], \"session_ids\": [\"6fadc2d5-24ac-49bc-b39a-d049b9d0f03c\", \"3140da30-71f7-434b-8784-344db89f4624\", \"500e2a9c-388a-441e-9086-3cb864b1b712\", \"014e1ee8-b572-4a88-b8fc-58affa6641ba\", \"d86477e7-b1cd-4778-8fbd-a4b156a253d9\", \"ec802443-7a83-4685-8271-75d7e6a5c24b\"], \"total_duration\": 3123.0, \"total_sessions\": 6, \"mean_week_duration\": 18.701}}]\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[{\"57711\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-04-02 05:15:42.000000+00:00\", \"2021-01-07 02:03:01.000000+00:00\", \"2022-08-23 16:49:13.000000+00:00\", \"2021-04-29 08:49:16.000000+00:00\", \"2022-08-05 20:44:16.000000+00:00\", \"2023-03-28 23:18:42.000000+00:00\"], \"session_ids\": [\"8a8a99c1-d853-4a35-9960-d77a8b470b7c\", \"85ac07df-21f5-4d5a-941a-1bb4bbf5d86f\", \"1e0adf8a-859f-4168-9bc8-24aabbe18fc9\", \"0755686a-b310-41c6-ab4d-2592653401dc\", \"97047aed-0855-40a7-abb8-afd6d6c89862\", \"b4dcf757-789f-46e5-bcc2-66449495fd8b\"], \"total_duration\": 3971.0, \"total_sessions\": 6, \"mean_week_duration\": 34.233}}, {\"58427\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-04-05 09:50:46.000000+00:00\", \"2019-07-02 22:45:41.000000+00:00\", \"2022-07-31 10:11:37.000000+00:00\", \"2021-06-11 09:07:37.000000+00:00\", \"2019-01-06 07:34:02.000000+00:00\", \"2019-11-11 07:49:43.000000+00:00\", \"2019-09-18 22:02:36.000000+00:00\", \"2019-03-24 05:26:44.000000+00:00\", \"2023-01-14 06:51:19.000000+00:00\"], \"session_ids\": [\"59dc6e07-c675-4ea1-bd93-aab6068ca227\", \"1039bdaa-dca0-46f0-add2-ee2c4cf58960\", \"0e3d9f63-9f10-410d-aa5d-d2b554879dc0\", \"870fda60-5a06-47b9-aa3d-14cb6e7ca347\", \"293a229b-8d8f-4b27-8e2c-fc71ef4236f7\", \"d07cbf94-3e61-4cbd-bc6f-7235bd192386\", \"fa165baa-c15e-4081-8b1b-db90215dfbb3\", \"487de10a-5e7a-4883-80fd-2203f8af95e8\", \"07f37e90-a352-40d3-84d3-72590a042a8f\"], \"total_duration\": 4201.0, \"total_sessions\": 9, \"mean_week_duration\": 20.005}}, {\"14988\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-04-09 02:29:00.000000+00:00\", \"2020-12-16 03:48:33.000000+00:00\", \"2020-01-29 19:17:17.000000+00:00\", \"2022-10-11 00:22:48.000000+00:00\", \"2019-11-21 21:19:12.000000+00:00\"], \"session_ids\": [\"5e7f53be-f1ef-45d5-99e8-29ed00d473a5\", \"f282792b-3cc6-44d4-92ea-9b922b21ffd8\", \"35314f66-4c7b-45a5-b7ab-34bfef24d133\", \"28aa4cde-23e4-44ae-ad65-eb0c969cfb43\", \"f6a3f549-fe42-41b3-bf68-5b4c092988f5\"], \"total_duration\": 2628.0, \"total_sessions\": 5, \"mean_week_duration\": 17.404}}, {\"46123\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-05-24 19:36:17.000000+00:00\", \"2019-04-09 02:52:22.000000+00:00\", \"2019-11-28 04:06:29.000000+00:00\", \"2019-03-14 22:58:20.000000+00:00\", \"2019-05-19 10:31:45.000000+00:00\", \"2020-09-28 18:00:08.000000+00:00\"], \"session_ids\": [\"6fadc2d5-24ac-49bc-b39a-d049b9d0f03c\", \"3140da30-71f7-434b-8784-344db89f4624\", \"500e2a9c-388a-441e-9086-3cb864b1b712\", \"014e1ee8-b572-4a88-b8fc-58affa6641ba\", \"d86477e7-b1cd-4778-8fbd-a4b156a253d9\", \"ec802443-7a83-4685-8271-75d7e6a5c24b\"], \"total_duration\": 3123.0, \"total_sessions\": 6, \"mean_week_duration\": 18.701}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about 6 users who are residing in city Rio de Janeiro in addition perform sorting by overall sessions count 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{\"46696\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-09-03 09:43:04.000000+00:00\", \"2019-08-23 23:30:14.000000+00:00\"], \"session_ids\": [\"fcaa2a0d-d416-40db-9320-affcf9731d2d\", \"f62fc279-7178-425a-bd64-79c27fad0fed\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.272}, \"94558\": {\"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\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-08-31 19:34:39.000000+00:00\", \"2022-07-10 06:04:11.000000+00:00\"], \"session_ids\": [\"592c7557-af10-46ed-b275-733f732a01b5\", \"ea8730bf-ae56-4186-bed5-95bcf0f10f73\"], \"total_duration\": 331.0, \"total_sessions\": 2, \"mean_week_duration\": 2.221}, \"47837\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-04-03 02:34:16.000000+00:00\", \"2023-05-21 14:17:57.000000+00:00\", \"2020-10-03 05:07:17.000000+00:00\"], \"session_ids\": [\"3647b386-7cba-4abf-a542-c3838b7a18d7\", \"c68f77c4-10c1-451c-957d-39d40a4e643a\", \"25e7d957-2b09-4888-981a-bdf20fc91d56\"], \"total_duration\": 528.0, \"total_sessions\": 3, \"mean_week_duration\": 3.22}, \"76959\": {\"keyflows\": {\"Sign In Flow\": 2}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2021-06-13 07:51:51.000000+00:00\", \"2023-04-04 01:44:21.000000+00:00\"], \"session_ids\": [\"ffebfdca-68fc-4bb4-8aca-195d5cc9f9a3\", \"9736c65f-1278-45cc-ad0f-d7f8a25de913\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.253}, \"14123\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-09-10 10:38:10.000000+00:00\", \"2019-09-18 18:52:00.000000+00:00\"], \"session_ids\": [\"ead5e582-6629-4332-b12c-86f01123963f\", \"96c3379e-c629-41fb-a621-0a2c4b4561b8\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 0.705}, \"92260\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2020-10-29 01:31:54.000000+00:00\", \"2021-03-21 17:10:08.000000+00:00\", \"2021-12-08 14:41:05.000000+00:00\"], \"session_ids\": [\"78b972e6-c1b1-4f5d-a1e0-c4922944b89a\", \"fa649bcd-68f8-4e9f-b55f-52f0f12e23e5\", \"9f1ae288-6e10-4483-9b01-d05b288b4024\"], \"total_duration\": 530.0, \"total_sessions\": 3, \"mean_week_duration\": 9.138}, \"74500\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-11-13 09:21:06.000000+00:00\", \"2022-05-17 12:46:29.000000+00:00\", \"2022-06-05 23:47:57.000000+00:00\"], \"session_ids\": [\"b538d33f-9b8d-4283-8ac5-7ee9453a36b9\", \"c60b2923-cab3-4a75-8f6f-f6d2a4b647b9\", \"d7470d64-6373-405a-8a39-64937060357f\"], \"total_duration\": 620.0, \"total_sessions\": 3, \"mean_week_duration\": 7.561}, \"34934\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-05-25 02:21:06.000000+00:00\", \"2021-12-01 05:17:13.000000+00:00\"], \"session_ids\": [\"e5f86a91-1700-4bdd-b3b9-6ea3287b8c8b\", \"dfbebf3a-c6b6-481a-8282-74c9c2f7c993\"], \"total_duration\": 395.0, \"total_sessions\": 2, \"mean_week_duration\": 2.992}, \"7231\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-10-25 03:43:08.000000+00:00\", \"2021-02-17 08:19:53.000000+00:00\"], \"session_ids\": [\"d5eec092-f128-4aa4-a014-eb8ba4fc8229\", \"08b58450-64fa-4afe-90a9-6a3c97029c60\"], \"total_duration\": 223.0, \"total_sessions\": 2, \"mean_week_duration\": 3.232}, \"99389\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-09-03 14:14:11.000000+00:00\", \"2021-09-22 10:59:20.000000+00:00\"], \"session_ids\": [\"23e286cb-7415-4dde-bbaa-6a6cf5ea1f30\", \"fc78e1c6-58ef-48b1-ac00-c8dd2b5cac99\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 2.991}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is Rio de Janeiro"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Rio de Janeiro\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to 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 6 users who are bot users based on total duration amount , apply sorting by time spent on the site per week ascendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"78347\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-10-25 03:21:27.000000+00:00\", \"2019-10-18 02:31:07.000000+00:00\", \"2019-07-26 14:45:38.000000+00:00\"], \"session_ids\": [\"e9001684-fdb2-4269-a77d-f0bcab74457e\", \"40b47cad-560a-40fa-a663-47d262e310a7\", \"e0109aa8-b3ec-4b11-b94c-86e44cc9794e\"], \"total_duration\": 445.0, \"total_sessions\": 3, \"mean_week_duration\": 34.231}, \"37374\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-11-26 03:22:54.000000+00:00\", \"2021-09-27 23:12:31.000000+00:00\"], \"session_ids\": [\"2f0006bc-5ed5-4abf-a603-cbb76259049f\", \"343d7b1d-0b79-4044-95fe-e580f9b3f88d\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 6.591}, \"7417\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-27 04:53:33.000000+00:00\", \"2022-04-09 04:22:17.000000+00:00\"], \"session_ids\": [\"d4cd38d3-b098-4781-8bd6-9c40d688db8a\", \"ca140ebf-b019-4dbe-b8a2-48f65587b798\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.391}, \"38788\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-02-15 05:43:25.000000+00:00\", \"2019-07-20 14:09:06.000000+00:00\"], \"session_ids\": [\"bad598bb-73d4-4780-939c-4c290fdffc63\", \"a2b9a636-9f8e-42a7-b3ba-e08b6510ddd5\"], \"total_duration\": 119.0, \"total_sessions\": 2, \"mean_week_duration\": 3.967}, \"85236\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-01-17 10:19:08.000000+00:00\", \"2019-08-28 20:15:12.000000+00:00\"], \"session_ids\": [\"3a3e9604-a68a-4632-b357-817a1d94dafa\", \"670c0a2c-cc16-4de3-9e3a-84162a027bee\"], \"total_duration\": 186.0, \"total_sessions\": 2, \"mean_week_duration\": 5.812}, \"66086\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-08-10 17:46:38.000000+00:00\", \"2020-06-01 08:12:24.000000+00:00\", \"2020-03-24 22:00:25.000000+00:00\", \"2021-11-11 18:34:08.000000+00:00\", \"2020-06-22 10:11:01.000000+00:00\", \"2021-05-01 07:12:45.000000+00:00\", \"2020-10-31 10:18:08.000000+00:00\", \"2022-10-28 17:15:56.000000+00:00\"], \"session_ids\": [\"6afa893f-12ba-4021-bc4b-638ab8d31d86\", \"b00d050c-67de-4ffd-8b55-12f69c5a35e1\", \"fc720aed-0362-43ca-8dd3-5f4403e2c5bb\", \"b656713c-7e68-4995-9c32-1a54332a1c2d\", \"d4e92b03-e3c4-4173-83c7-26bbd18d5dc0\", \"2ce60480-7fa0-43fc-a48f-33bc5dff7217\", \"8e105071-9eeb-4b06-8dcf-16fd4f8146f4\", \"ad6168c9-25f6-4df3-bc85-e9422aac2aaa\"], \"total_duration\": 728.0, \"total_sessions\": 8, \"mean_week_duration\": 5.353}, \"12767\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-12-07 01:10:49.000000+00:00\", \"2021-07-02 19:23:21.000000+00:00\"], \"session_ids\": [\"e478a476-8448-4dc1-8528-b12a811ad9f0\", \"bc1dfe9e-9371-4df7-8ae9-1b4c2712dd3f\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 2.4}, \"47835\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-05-03 07:52:17.000000+00:00\", \"2021-09-03 06:46:57.000000+00:00\", \"2020-11-25 12:35:03.000000+00:00\", \"2022-01-12 09:37:36.000000+00:00\", \"2022-01-07 08:27:27.000000+00:00\", \"2020-08-02 21:08:38.000000+00:00\"], \"session_ids\": [\"248f6d28-edc2-40ab-b7db-7639a0ac52b4\", \"7df7e3e1-6b32-4b13-b618-9f0df9295e94\", \"54019f85-482a-450a-86d3-3c78a56b46fc\", \"a2cc7dc3-78bb-4864-9677-7e6c8dd98219\", \"244ccc48-b897-45c8-86b9-32c0b5934781\", \"9e1dfe0e-8a57-4d64-87de-45e5185c970b\"], \"total_duration\": 2417.0, \"total_sessions\": 6, \"mean_week_duration\": 26.272}, \"36865\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-06-18 20:48:55.000000+00:00\", \"2022-04-21 05:45:55.000000+00:00\"], \"session_ids\": [\"0a9dde9e-0769-4f2d-b17e-e6f78153f279\", \"f11e3a7c-9f36-4a20-babd-4cce4770c8de\"], \"total_duration\": 328.0, \"total_sessions\": 2, \"mean_week_duration\": 2.201}, \"1626\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-06-12 07:55:33.000000+00:00\", \"2019-07-06 16:25:04.000000+00:00\", \"2023-02-18 14:54:12.000000+00:00\", \"2022-09-29 14:44:20.000000+00:00\", \"2020-07-02 23:31:56.000000+00:00\", \"2021-01-30 00:08:55.000000+00:00\", \"2019-10-05 02:16:21.000000+00:00\"], \"session_ids\": [\"523c333b-f2a2-4f5f-8994-ac251baca451\", \"b0c12d9c-f30f-47e3-8bb3-53b48aeba2b1\", \"521486c6-55b3-4953-af9f-a0109aa0ce05\", \"1f4ccc61-df2c-478d-85f5-995b315db8b6\", \"a330c6c3-b861-44c8-b738-c4fb1a2bb226\", \"398ed388-03b5-4e69-9fe8-365c3c78c83d\", \"89e65e34-564c-469f-a384-9c9ed128fd05\"], \"total_duration\": 519.0, \"total_sessions\": 7, \"mean_week_duration\": 2.746}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the lowest 6 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": false, \"quant_to_remain\": 6}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"7417\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-27 04:53:33.000000+00:00\", \"2022-04-09 04:22:17.000000+00:00\"], \"session_ids\": [\"d4cd38d3-b098-4781-8bd6-9c40d688db8a\", \"ca140ebf-b019-4dbe-b8a2-48f65587b798\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.391}}, {\"38788\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-02-15 05:43:25.000000+00:00\", \"2019-07-20 14:09:06.000000+00:00\"], \"session_ids\": [\"bad598bb-73d4-4780-939c-4c290fdffc63\", \"a2b9a636-9f8e-42a7-b3ba-e08b6510ddd5\"], \"total_duration\": 119.0, \"total_sessions\": 2, \"mean_week_duration\": 3.967}}, {\"12767\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-12-07 01:10:49.000000+00:00\", \"2021-07-02 19:23:21.000000+00:00\"], \"session_ids\": [\"e478a476-8448-4dc1-8528-b12a811ad9f0\", \"bc1dfe9e-9371-4df7-8ae9-1b4c2712dd3f\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 2.4}}, {\"85236\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-01-17 10:19:08.000000+00:00\", \"2019-08-28 20:15:12.000000+00:00\"], \"session_ids\": [\"3a3e9604-a68a-4632-b357-817a1d94dafa\", \"670c0a2c-cc16-4de3-9e3a-84162a027bee\"], \"total_duration\": 186.0, \"total_sessions\": 2, \"mean_week_duration\": 5.812}}, {\"37374\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-11-26 03:22:54.000000+00:00\", \"2021-09-27 23:12:31.000000+00:00\"], \"session_ids\": [\"2f0006bc-5ed5-4abf-a603-cbb76259049f\", \"343d7b1d-0b79-4044-95fe-e580f9b3f88d\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 6.591}}, {\"36865\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-06-18 20:48:55.000000+00:00\", \"2022-04-21 05:45:55.000000+00:00\"], \"session_ids\": [\"0a9dde9e-0769-4f2d-b17e-e6f78153f279\", \"f11e3a7c-9f36-4a20-babd-4cce4770c8de\"], \"total_duration\": 328.0, \"total_sessions\": 2, \"mean_week_duration\": 2.201}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"7417\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-27 04:53:33.000000+00:00\", \"2022-04-09 04:22:17.000000+00:00\"], \"session_ids\": [\"d4cd38d3-b098-4781-8bd6-9c40d688db8a\", \"ca140ebf-b019-4dbe-b8a2-48f65587b798\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.391}}, {\"36865\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-06-18 20:48:55.000000+00:00\", \"2022-04-21 05:45:55.000000+00:00\"], \"session_ids\": [\"0a9dde9e-0769-4f2d-b17e-e6f78153f279\", \"f11e3a7c-9f36-4a20-babd-4cce4770c8de\"], \"total_duration\": 328.0, \"total_sessions\": 2, \"mean_week_duration\": 2.201}}, {\"12767\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-12-07 01:10:49.000000+00:00\", \"2021-07-02 19:23:21.000000+00:00\"], \"session_ids\": [\"e478a476-8448-4dc1-8528-b12a811ad9f0\", \"bc1dfe9e-9371-4df7-8ae9-1b4c2712dd3f\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 2.4}}, {\"38788\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-02-15 05:43:25.000000+00:00\", \"2019-07-20 14:09:06.000000+00:00\"], \"session_ids\": [\"bad598bb-73d4-4780-939c-4c290fdffc63\", \"a2b9a636-9f8e-42a7-b3ba-e08b6510ddd5\"], \"total_duration\": 119.0, \"total_sessions\": 2, \"mean_week_duration\": 3.967}}, {\"85236\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-01-17 10:19:08.000000+00:00\", \"2019-08-28 20:15:12.000000+00:00\"], \"session_ids\": [\"3a3e9604-a68a-4632-b357-817a1d94dafa\", \"670c0a2c-cc16-4de3-9e3a-84162a027bee\"], \"total_duration\": 186.0, \"total_sessions\": 2, \"mean_week_duration\": 5.812}}, {\"37374\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-11-26 03:22:54.000000+00:00\", \"2021-09-27 23:12:31.000000+00:00\"], \"session_ids\": [\"2f0006bc-5ed5-4abf-a603-cbb76259049f\", \"343d7b1d-0b79-4044-95fe-e580f9b3f88d\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 6.591}}]\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[{\"7417\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-27 04:53:33.000000+00:00\", \"2022-04-09 04:22:17.000000+00:00\"], \"session_ids\": [\"d4cd38d3-b098-4781-8bd6-9c40d688db8a\", \"ca140ebf-b019-4dbe-b8a2-48f65587b798\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.391}}, {\"36865\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-06-18 20:48:55.000000+00:00\", \"2022-04-21 05:45:55.000000+00:00\"], \"session_ids\": [\"0a9dde9e-0769-4f2d-b17e-e6f78153f279\", \"f11e3a7c-9f36-4a20-babd-4cce4770c8de\"], \"total_duration\": 328.0, \"total_sessions\": 2, \"mean_week_duration\": 2.201}}, {\"12767\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-12-07 01:10:49.000000+00:00\", \"2021-07-02 19:23:21.000000+00:00\"], \"session_ids\": [\"e478a476-8448-4dc1-8528-b12a811ad9f0\", \"bc1dfe9e-9371-4df7-8ae9-1b4c2712dd3f\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 2.4}}, {\"38788\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-02-15 05:43:25.000000+00:00\", \"2019-07-20 14:09:06.000000+00:00\"], \"session_ids\": [\"bad598bb-73d4-4780-939c-4c290fdffc63\", \"a2b9a636-9f8e-42a7-b3ba-e08b6510ddd5\"], \"total_duration\": 119.0, \"total_sessions\": 2, \"mean_week_duration\": 3.967}}, {\"85236\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-01-17 10:19:08.000000+00:00\", \"2019-08-28 20:15:12.000000+00:00\"], \"session_ids\": [\"3a3e9604-a68a-4632-b357-817a1d94dafa\", \"670c0a2c-cc16-4de3-9e3a-84162a027bee\"], \"total_duration\": 186.0, \"total_sessions\": 2, \"mean_week_duration\": 5.812}}, {\"37374\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-11-26 03:22:54.000000+00:00\", \"2021-09-27 23:12:31.000000+00:00\"], \"session_ids\": [\"2f0006bc-5ed5-4abf-a603-cbb76259049f\", \"343d7b1d-0b79-4044-95fe-e580f9b3f88d\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 6.591}}]\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[{\"7417\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-27 04:53:33.000000+00:00\", \"2022-04-09 04:22:17.000000+00:00\"], \"session_ids\": [\"d4cd38d3-b098-4781-8bd6-9c40d688db8a\", \"ca140ebf-b019-4dbe-b8a2-48f65587b798\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.391}}, {\"36865\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-06-18 20:48:55.000000+00:00\", \"2022-04-21 05:45:55.000000+00:00\"], \"session_ids\": [\"0a9dde9e-0769-4f2d-b17e-e6f78153f279\", \"f11e3a7c-9f36-4a20-babd-4cce4770c8de\"], \"total_duration\": 328.0, \"total_sessions\": 2, \"mean_week_duration\": 2.201}}, {\"12767\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-12-07 01:10:49.000000+00:00\", \"2021-07-02 19:23:21.000000+00:00\"], \"session_ids\": [\"e478a476-8448-4dc1-8528-b12a811ad9f0\", \"bc1dfe9e-9371-4df7-8ae9-1b4c2712dd3f\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 2.4}}, {\"38788\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-02-15 05:43:25.000000+00:00\", \"2019-07-20 14:09:06.000000+00:00\"], \"session_ids\": [\"bad598bb-73d4-4780-939c-4c290fdffc63\", \"a2b9a636-9f8e-42a7-b3ba-e08b6510ddd5\"], \"total_duration\": 119.0, \"total_sessions\": 2, \"mean_week_duration\": 3.967}}, {\"85236\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-01-17 10:19:08.000000+00:00\", \"2019-08-28 20:15:12.000000+00:00\"], \"session_ids\": [\"3a3e9604-a68a-4632-b357-817a1d94dafa\", \"670c0a2c-cc16-4de3-9e3a-84162a027bee\"], \"total_duration\": 186.0, \"total_sessions\": 2, \"mean_week_duration\": 5.812}}, {\"37374\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-11-26 03:22:54.000000+00:00\", \"2021-09-27 23:12:31.000000+00:00\"], \"session_ids\": [\"2f0006bc-5ed5-4abf-a603-cbb76259049f\", \"343d7b1d-0b79-4044-95fe-e580f9b3f88d\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 6.591}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about 6 users whose total sessions is equal to than 2 , and do sorting by total sessoins count in ascending order , and remain only 4 records."
}
] |
[
{
"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{\"66843\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-05-03 16:42:09.000000+00:00\", \"2023-06-16 02:25:32.000000+00:00\"], \"session_ids\": [\"3cd3b02b-2d61-4692-8281-a35784328198\", \"282f8f6f-604a-4d2c-83b7-3c03f5a65d1e\"], \"total_duration\": 480.0, \"total_sessions\": 2, \"mean_week_duration\": 2.945}, \"27662\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-04-01 11:57:44.000000+00:00\", \"2021-06-10 00:49:36.000000+00:00\", \"2021-11-04 12:57:17.000000+00:00\"], \"session_ids\": [\"1698d423-726b-4d77-9a3b-fc63e580ec8b\", \"3a547254-0063-43a5-9fce-64c7c9e29407\", \"d2cd30c3-a45b-4d8c-bd6d-be28eb908ef7\"], \"total_duration\": 120.0, \"total_sessions\": 3, \"mean_week_duration\": 1.263}, \"31061\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-05-06 10:11:40.000000+00:00\", \"2021-02-07 00:13:19.000000+00:00\"], \"session_ids\": [\"65debe0d-c815-45bc-a9d4-a40dcb2d5143\", \"f1b5fafd-9bcf-4075-b867-d85859cdcba9\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 3.938}, \"20663\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-01-28 22:26:05.000000+00:00\", \"2021-12-13 12:38:38.000000+00:00\"], \"session_ids\": [\"40fad464-f505-4ff9-b532-e273eb48a17e\", \"5795bd9a-8892-417c-8dce-5fb4b2583f19\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 1.398}, \"58915\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-05-26 04:06:13.000000+00:00\", \"2021-07-19 03:34:21.000000+00:00\", \"2019-12-08 09:45:53.000000+00:00\", \"2019-11-22 11:35:40.000000+00:00\", \"2020-09-16 15:34:26.000000+00:00\", \"2019-02-13 09:17:18.000000+00:00\", \"2021-04-12 10:36:23.000000+00:00\", \"2022-05-30 18:26:47.000000+00:00\", \"2023-01-19 23:18:13.000000+00:00\", \"2023-01-10 23:13:01.000000+00:00\"], \"session_ids\": [\"12ba80bb-67be-481c-b838-eb3b7040495b\", \"703f8737-9146-4ae6-8d69-8ac556772f88\", \"7ff32b98-1ae5-4572-84ea-6aa414efe502\", \"e3d4533d-4fd6-4312-98e3-3d0a539ac147\", \"11768080-b892-4374-8f8c-d1c6b16d8f02\", \"06ddbed8-7721-49f8-a973-1aeeb604e7bd\", \"92021ffa-26c6-4c31-90d4-769b23ddfbe8\", \"d2bacd32-80b2-4a37-a35f-c5d39ee6dc4d\", \"1227d95f-0959-4fac-90ed-fbcadf56ab71\", \"f2fbd0c1-0c10-436a-abdb-a7a551df8a61\"], \"total_duration\": 3258.0, \"total_sessions\": 10, \"mean_week_duration\": 14.545}, \"17828\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-10-01 21:02:04.000000+00:00\", \"2020-11-20 18:23:48.000000+00:00\"], \"session_ids\": [\"852903a0-94a5-4fea-a49a-7f1f8f897221\", \"c2f0df82-d63f-4514-9beb-28c3c4525450\"], \"total_duration\": 439.0, \"total_sessions\": 2, \"mean_week_duration\": 62.714}, \"67718\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-04-09 03:32:19.000000+00:00\", \"2020-08-03 16:21:41.000000+00:00\"], \"session_ids\": [\"8eb3a4fb-b849-49c1-b751-c80ea8853e8d\", \"0208e158-9a24-4e5b-b01c-e3ee0a299b7f\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 13.882}, \"41975\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-06-15 09:21:23.000000+00:00\", \"2019-08-08 19:05:31.000000+00:00\"], \"session_ids\": [\"ba780223-836d-44df-a9f1-b2ad6bc85c03\", \"e7620357-123e-482e-8401-0c95ecce4024\"], \"total_duration\": 228.0, \"total_sessions\": 2, \"mean_week_duration\": 5.067}, \"18581\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-04-23 16:27:35.000000+00:00\", \"2020-02-09 11:16:22.000000+00:00\", \"2023-01-23 06:12:10.000000+00:00\"], \"session_ids\": [\"c79d6276-57c7-4e46-a553-92eb1f2b0b02\", \"3a34a2d8-f3ce-47c3-adbe-b01b1d7ebeb9\", \"a58c01a8-0da0-4470-9969-356b2f0414f9\"], \"total_duration\": 299.0, \"total_sessions\": 3, \"mean_week_duration\": 1.79}, \"20130\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-01-31 07:51:24.000000+00:00\", \"2019-02-26 18:32:22.000000+00:00\"], \"session_ids\": [\"04991ed6-242c-4c59-92d5-2b1ff7c7e664\", \"d93e3c7d-28d3-41dc-ae77-3a0eb8659005\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 1.561}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are 2"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"==\"]]}, \"all_values\": {\"total_sessions\": [[2, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"66843\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-05-03 16:42:09.000000+00:00\", \"2023-06-16 02:25:32.000000+00:00\"], \"session_ids\": [\"3cd3b02b-2d61-4692-8281-a35784328198\", \"282f8f6f-604a-4d2c-83b7-3c03f5a65d1e\"], \"total_duration\": 480.0, \"total_sessions\": 2, \"mean_week_duration\": 2.945}, \"31061\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-05-06 10:11:40.000000+00:00\", \"2021-02-07 00:13:19.000000+00:00\"], \"session_ids\": [\"65debe0d-c815-45bc-a9d4-a40dcb2d5143\", \"f1b5fafd-9bcf-4075-b867-d85859cdcba9\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 3.938}, \"20663\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-01-28 22:26:05.000000+00:00\", \"2021-12-13 12:38:38.000000+00:00\"], \"session_ids\": [\"40fad464-f505-4ff9-b532-e273eb48a17e\", \"5795bd9a-8892-417c-8dce-5fb4b2583f19\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 1.398}, \"17828\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-10-01 21:02:04.000000+00:00\", \"2020-11-20 18:23:48.000000+00:00\"], \"session_ids\": [\"852903a0-94a5-4fea-a49a-7f1f8f897221\", \"c2f0df82-d63f-4514-9beb-28c3c4525450\"], \"total_duration\": 439.0, \"total_sessions\": 2, \"mean_week_duration\": 62.714}, \"67718\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-04-09 03:32:19.000000+00:00\", \"2020-08-03 16:21:41.000000+00:00\"], \"session_ids\": [\"8eb3a4fb-b849-49c1-b751-c80ea8853e8d\", \"0208e158-9a24-4e5b-b01c-e3ee0a299b7f\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 13.882}, \"41975\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-06-15 09:21:23.000000+00:00\", \"2019-08-08 19:05:31.000000+00:00\"], \"session_ids\": [\"ba780223-836d-44df-a9f1-b2ad6bc85c03\", \"e7620357-123e-482e-8401-0c95ecce4024\"], \"total_duration\": 228.0, \"total_sessions\": 2, \"mean_week_duration\": 5.067}, \"20130\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-01-31 07:51:24.000000+00:00\", \"2019-02-26 18:32:22.000000+00:00\"], \"session_ids\": [\"04991ed6-242c-4c59-92d5-2b1ff7c7e664\", \"d93e3c7d-28d3-41dc-ae77-3a0eb8659005\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 1.561}}\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[{\"66843\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-05-03 16:42:09.000000+00:00\", \"2023-06-16 02:25:32.000000+00:00\"], \"session_ids\": [\"3cd3b02b-2d61-4692-8281-a35784328198\", \"282f8f6f-604a-4d2c-83b7-3c03f5a65d1e\"], \"total_duration\": 480.0, \"total_sessions\": 2, \"mean_week_duration\": 2.945}}, {\"31061\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-05-06 10:11:40.000000+00:00\", \"2021-02-07 00:13:19.000000+00:00\"], \"session_ids\": [\"65debe0d-c815-45bc-a9d4-a40dcb2d5143\", \"f1b5fafd-9bcf-4075-b867-d85859cdcba9\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 3.938}}, {\"20663\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-01-28 22:26:05.000000+00:00\", \"2021-12-13 12:38:38.000000+00:00\"], \"session_ids\": [\"40fad464-f505-4ff9-b532-e273eb48a17e\", \"5795bd9a-8892-417c-8dce-5fb4b2583f19\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 1.398}}, {\"17828\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-10-01 21:02:04.000000+00:00\", \"2020-11-20 18:23:48.000000+00:00\"], \"session_ids\": [\"852903a0-94a5-4fea-a49a-7f1f8f897221\", \"c2f0df82-d63f-4514-9beb-28c3c4525450\"], \"total_duration\": 439.0, \"total_sessions\": 2, \"mean_week_duration\": 62.714}}, {\"67718\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-04-09 03:32:19.000000+00:00\", \"2020-08-03 16:21:41.000000+00:00\"], \"session_ids\": [\"8eb3a4fb-b849-49c1-b751-c80ea8853e8d\", \"0208e158-9a24-4e5b-b01c-e3ee0a299b7f\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 13.882}}, {\"41975\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-06-15 09:21:23.000000+00:00\", \"2019-08-08 19:05:31.000000+00:00\"], \"session_ids\": [\"ba780223-836d-44df-a9f1-b2ad6bc85c03\", \"e7620357-123e-482e-8401-0c95ecce4024\"], \"total_duration\": 228.0, \"total_sessions\": 2, \"mean_week_duration\": 5.067}}, {\"20130\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-01-31 07:51:24.000000+00:00\", \"2019-02-26 18:32:22.000000+00:00\"], \"session_ids\": [\"04991ed6-242c-4c59-92d5-2b1ff7c7e664\", \"d93e3c7d-28d3-41dc-ae77-3a0eb8659005\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 1.561}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"66843\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-05-03 16:42:09.000000+00:00\", \"2023-06-16 02:25:32.000000+00:00\"], \"session_ids\": [\"3cd3b02b-2d61-4692-8281-a35784328198\", \"282f8f6f-604a-4d2c-83b7-3c03f5a65d1e\"], \"total_duration\": 480.0, \"total_sessions\": 2, \"mean_week_duration\": 2.945}}, {\"31061\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-05-06 10:11:40.000000+00:00\", \"2021-02-07 00:13:19.000000+00:00\"], \"session_ids\": [\"65debe0d-c815-45bc-a9d4-a40dcb2d5143\", \"f1b5fafd-9bcf-4075-b867-d85859cdcba9\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 3.938}}, {\"20663\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-01-28 22:26:05.000000+00:00\", \"2021-12-13 12:38:38.000000+00:00\"], \"session_ids\": [\"40fad464-f505-4ff9-b532-e273eb48a17e\", \"5795bd9a-8892-417c-8dce-5fb4b2583f19\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 1.398}}, {\"17828\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-10-01 21:02:04.000000+00:00\", \"2020-11-20 18:23:48.000000+00:00\"], \"session_ids\": [\"852903a0-94a5-4fea-a49a-7f1f8f897221\", \"c2f0df82-d63f-4514-9beb-28c3c4525450\"], \"total_duration\": 439.0, \"total_sessions\": 2, \"mean_week_duration\": 62.714}}]\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[{\"66843\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-05-03 16:42:09.000000+00:00\", \"2023-06-16 02:25:32.000000+00:00\"], \"session_ids\": [\"3cd3b02b-2d61-4692-8281-a35784328198\", \"282f8f6f-604a-4d2c-83b7-3c03f5a65d1e\"], \"total_duration\": 480.0, \"total_sessions\": 2, \"mean_week_duration\": 2.945}}, {\"31061\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-05-06 10:11:40.000000+00:00\", \"2021-02-07 00:13:19.000000+00:00\"], \"session_ids\": [\"65debe0d-c815-45bc-a9d4-a40dcb2d5143\", \"f1b5fafd-9bcf-4075-b867-d85859cdcba9\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 3.938}}, {\"20663\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-01-28 22:26:05.000000+00:00\", \"2021-12-13 12:38:38.000000+00:00\"], \"session_ids\": [\"40fad464-f505-4ff9-b532-e273eb48a17e\", \"5795bd9a-8892-417c-8dce-5fb4b2583f19\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 1.398}}, {\"17828\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-10-01 21:02:04.000000+00:00\", \"2020-11-20 18:23:48.000000+00:00\"], \"session_ids\": [\"852903a0-94a5-4fea-a49a-7f1f8f897221\", \"c2f0df82-d63f-4514-9beb-28c3c4525450\"], \"total_duration\": 439.0, \"total_sessions\": 2, \"mean_week_duration\": 62.714}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I have a curiosity about 2 users who are bottom users based on total sessions additionaly put to use sorting by sum of duration from the smallest to the largest."
}
] |
[
{
"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{\"45251\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 7, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-03-25 00:42:10.000000+00:00\", \"2022-11-10 08:46:21.000000+00:00\"], \"session_ids\": [\"cf9b2ede-05a9-4eee-8e9e-5f7587d25e38\", \"cf50827f-540f-43b2-a4e6-8e1192e035ea\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 4.294}, \"79239\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-02-15 08:02:50.000000+00:00\", \"2023-02-20 13:17:23.000000+00:00\"], \"session_ids\": [\"c149bb56-30c9-4987-bddd-7f53ac175ef3\", \"26333ed2-4f11-40cb-a719-c9957e4993ae\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 98.0}, \"97109\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-26 11:48:04.000000+00:00\", \"2021-03-31 19:11:17.000000+00:00\", \"2021-06-03 10:39:32.000000+00:00\", \"2019-08-31 11:58:34.000000+00:00\"], \"session_ids\": [\"199f72f0-257f-4ee1-aed9-0ad67c0cade4\", \"98e95468-b623-49c4-a725-d6f8ed8179f8\", \"77bf8390-3ef0-4eb7-bc4b-39e5f58f6bd1\", \"ac9607dc-fafa-4851-8f39-c7fdcf301169\"], \"total_duration\": 631.0, \"total_sessions\": 4, \"mean_week_duration\": 6.859}, \"53644\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-05-30 08:14:11.000000+00:00\", \"2022-11-13 15:45:16.000000+00:00\"], \"session_ids\": [\"0e15ee35-294a-4711-a45d-9adf87ac0abd\", \"bf81cd60-b7b7-423b-81d7-0b7f0b2f279d\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 2.122}, \"42298\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-09-25 21:23:53.000000+00:00\", \"2019-12-11 14:17:23.000000+00:00\"], \"session_ids\": [\"d6f9d858-642a-41e9-8193-8bf13393ac40\", \"9fff6931-520b-4326-985f-e463172f5f42\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.571}, \"27240\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-09-26 10:42:49.000000+00:00\", \"2023-03-11 19:54:14.000000+00:00\"], \"session_ids\": [\"5e2d8f56-66f2-4657-b6c9-2414c97662f8\", \"c7555a62-c70f-4765-9f97-4c5708894ff0\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 2.281}, \"11721\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-03-15 17:19:12.000000+00:00\", \"2019-11-07 04:11:40.000000+00:00\", \"2020-06-29 07:48:27.000000+00:00\", \"2019-11-26 14:14:14.000000+00:00\", \"2021-09-10 12:19:45.000000+00:00\"], \"session_ids\": [\"d5bfc41c-e561-4f7a-a812-74d6ec1c7925\", \"b83947f0-31c1-4179-b703-1498b97a9851\", \"3bd269dc-b314-4908-84d3-f388562697a1\", \"46831cf6-1d82-48b6-9832-f2bba761b6bd\", \"5ce09197-3a5f-48e1-b486-1c9bfcae6b3f\"], \"total_duration\": 202.0, \"total_sessions\": 5, \"mean_week_duration\": 1.154}, \"50752\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-04-21 03:23:41.000000+00:00\", \"2020-10-18 05:35:16.000000+00:00\"], \"session_ids\": [\"8bce4f4c-1650-4a99-b66a-ff685501e9fd\", \"c5b3a3b8-fdc8-41a5-bae2-90dfcfc12132\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 1.259}, \"13320\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-07-21 12:52:46.000000+00:00\", \"2019-04-22 11:15:48.000000+00:00\"], \"session_ids\": [\"1266beef-312f-41b3-a8a9-39650b86e8cc\", \"662878a4-9234-48b6-a251-8655702e2404\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 1.297}, \"60468\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-04-04 20:08:12.000000+00:00\", \"2019-04-29 22:29:40.000000+00:00\"], \"session_ids\": [\"1da7f52a-8438-4565-a52d-f8935776ae0f\", \"2b3e5a1f-305e-4753-b7e2-2859db40381b\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.32}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the lowest 2 total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": false, \"quant_to_remain\": 2}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"45251\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 7, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-03-25 00:42:10.000000+00:00\", \"2022-11-10 08:46:21.000000+00:00\"], \"session_ids\": [\"cf9b2ede-05a9-4eee-8e9e-5f7587d25e38\", \"cf50827f-540f-43b2-a4e6-8e1192e035ea\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 4.294}}, {\"79239\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-02-15 08:02:50.000000+00:00\", \"2023-02-20 13:17:23.000000+00:00\"], \"session_ids\": [\"c149bb56-30c9-4987-bddd-7f53ac175ef3\", \"26333ed2-4f11-40cb-a719-c9957e4993ae\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 98.0}}, {\"53644\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-05-30 08:14:11.000000+00:00\", \"2022-11-13 15:45:16.000000+00:00\"], \"session_ids\": [\"0e15ee35-294a-4711-a45d-9adf87ac0abd\", \"bf81cd60-b7b7-423b-81d7-0b7f0b2f279d\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 2.122}}]\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[{\"79239\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-02-15 08:02:50.000000+00:00\", \"2023-02-20 13:17:23.000000+00:00\"], \"session_ids\": [\"c149bb56-30c9-4987-bddd-7f53ac175ef3\", \"26333ed2-4f11-40cb-a719-c9957e4993ae\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 98.0}}, {\"45251\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 7, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-03-25 00:42:10.000000+00:00\", \"2022-11-10 08:46:21.000000+00:00\"], \"session_ids\": [\"cf9b2ede-05a9-4eee-8e9e-5f7587d25e38\", \"cf50827f-540f-43b2-a4e6-8e1192e035ea\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 4.294}}, {\"53644\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-05-30 08:14:11.000000+00:00\", \"2022-11-13 15:45:16.000000+00:00\"], \"session_ids\": [\"0e15ee35-294a-4711-a45d-9adf87ac0abd\", \"bf81cd60-b7b7-423b-81d7-0b7f0b2f279d\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 2.122}}]\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[{\"79239\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-02-15 08:02:50.000000+00:00\", \"2023-02-20 13:17:23.000000+00:00\"], \"session_ids\": [\"c149bb56-30c9-4987-bddd-7f53ac175ef3\", \"26333ed2-4f11-40cb-a719-c9957e4993ae\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 98.0}}, {\"45251\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 7, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-03-25 00:42:10.000000+00:00\", \"2022-11-10 08:46:21.000000+00:00\"], \"session_ids\": [\"cf9b2ede-05a9-4eee-8e9e-5f7587d25e38\", \"cf50827f-540f-43b2-a4e6-8e1192e035ea\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 4.294}}]\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[{\"79239\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-02-15 08:02:50.000000+00:00\", \"2023-02-20 13:17:23.000000+00:00\"], \"session_ids\": [\"c149bb56-30c9-4987-bddd-7f53ac175ef3\", \"26333ed2-4f11-40cb-a719-c9957e4993ae\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 98.0}}, {\"45251\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 7, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-03-25 00:42:10.000000+00:00\", \"2022-11-10 08:46:21.000000+00:00\"], \"session_ids\": [\"cf9b2ede-05a9-4eee-8e9e-5f7587d25e38\", \"cf50827f-540f-43b2-a4e6-8e1192e035ea\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 4.294}}]\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 are users with highest time in app , sort by duration total form the lowest value to the highest value in addition show me only 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"1984\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-21 19:31:54.000000+00:00\", \"2019-10-18 11:44:44.000000+00:00\", \"2019-03-15 02:52:06.000000+00:00\"], \"session_ids\": [\"60cf0dd6-6e27-4c81-b88d-4acee3e6f58b\", \"4cb75a8a-803b-4531-b172-f4cde7712d80\", \"3639107f-c9f6-4173-a9c8-b7a6b4184cdc\"], \"total_duration\": 131.0, \"total_sessions\": 3, \"mean_week_duration\": 0.679}, \"93332\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-10-08 03:35:42.000000+00:00\", \"2022-06-09 09:53:27.000000+00:00\"], \"session_ids\": [\"53091cc8-12f9-4971-9ebd-4ce1cb8cc6c2\", \"c9bbbdce-bddd-4527-9253-543050b512e7\"], \"total_duration\": 404.0, \"total_sessions\": 2, \"mean_week_duration\": 4.644}, \"24449\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-01-03 18:59:27.000000+00:00\", \"2022-08-01 03:46:52.000000+00:00\"], \"session_ids\": [\"7d6bdf75-b3d5-4f3e-a474-dc4c95127867\", \"d88eba1a-8111-4b3c-95c6-8c2cc4f00f4f\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.573}, \"35488\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-08-28 13:27:35.000000+00:00\", \"2021-08-13 11:50:36.000000+00:00\"], \"session_ids\": [\"ec8769b6-8d51-4af9-9e21-a906cd8567a1\", \"297f59b9-2316-496b-8a44-1ead587afbd6\"], \"total_duration\": 431.0, \"total_sessions\": 2, \"mean_week_duration\": 8.62}, \"54093\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-12-05 23:34:34.000000+00:00\", \"2022-05-16 15:30:26.000000+00:00\"], \"session_ids\": [\"5e220dc6-8be3-48e7-8617-91d749ae4684\", \"bf5ec871-762f-4bd8-b157-ab60524d7092\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 4.478}, \"34742\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-04-01 19:49:48.000000+00:00\", \"2023-01-22 15:18:24.000000+00:00\", \"2022-06-04 05:29:46.000000+00:00\"], \"session_ids\": [\"1e500b59-01db-4487-b98a-5ec306103f6d\", \"0f37be26-bc2d-4725-a026-79d660a858b3\", \"2f713e71-3028-4194-a18b-47deca2df5b1\"], \"total_duration\": 111.0, \"total_sessions\": 3, \"mean_week_duration\": 0.558}, \"12274\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-05-03 06:20:33.000000+00:00\", \"2020-11-10 20:05:41.000000+00:00\"], \"session_ids\": [\"4b480479-acef-4bed-8c75-5432b8ce8503\", \"cd46b368-6298-4ac0-acc5-03f298b23b6a\"], \"total_duration\": 394.0, \"total_sessions\": 2, \"mean_week_duration\": 5.117}, \"23588\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-03-18 20:49:08.000000+00:00\", \"2020-02-21 05:58:24.000000+00:00\"], \"session_ids\": [\"ae207959-45df-4cc1-ab7e-359b45a78c2d\", \"3532546d-1d7f-4f5c-ba2c-9a7d680458e1\"], \"total_duration\": 214.0, \"total_sessions\": 2, \"mean_week_duration\": 3.821}, \"46493\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-03-28 14:46:51.000000+00:00\", \"2020-04-04 16:22:56.000000+00:00\", \"2021-06-12 08:10:17.000000+00:00\", \"2020-10-31 20:59:20.000000+00:00\", \"2019-04-14 08:40:21.000000+00:00\", \"2020-05-31 18:26:48.000000+00:00\", \"2023-03-31 10:53:57.000000+00:00\", \"2023-05-08 22:51:48.000000+00:00\", \"2019-09-09 09:42:43.000000+00:00\", \"2020-09-01 15:21:49.000000+00:00\"], \"session_ids\": [\"fa895058-a4f1-4016-925b-2c88949bb6d2\", \"4824998a-c08d-406f-ac01-717799aaf11d\", \"c0709cc0-2c82-43de-a56d-158c7427732a\", \"08d3e2aa-db50-4e7f-b6fc-7980b75cc973\", \"e59adab6-1f33-4448-b650-66335a4ba254\", \"1a3e4e60-c835-4896-9421-f047d483ec6d\", \"a7606224-013e-4ce0-bc84-3d2954047126\", \"9802f093-e423-4ddc-b18d-310d76981bb8\", \"7d502459-480f-44af-9b8c-30a4088a1fc8\", \"3ce7cd20-e3a9-4d2b-8324-c5868111f891\"], \"total_duration\": 647.0, \"total_sessions\": 10, \"mean_week_duration\": 3.038}, \"45165\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-01-23 00:07:38.000000+00:00\", \"2019-09-07 11:01:52.000000+00:00\", \"2019-02-11 02:22:27.000000+00:00\"], \"session_ids\": [\"d305b1a0-7d0e-4763-beb9-a4e656ed2efb\", \"39da56c6-b99b-496c-aa59-722de344ffb8\", \"e182bf5f-e092-48c5-8104-a9ba080f9532\"], \"total_duration\": 358.0, \"total_sessions\": 3, \"mean_week_duration\": 10.848}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the highest total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": true, \"quant_to_remain\": -1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"46493\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-03-28 14:46:51.000000+00:00\", \"2020-04-04 16:22:56.000000+00:00\", \"2021-06-12 08:10:17.000000+00:00\", \"2020-10-31 20:59:20.000000+00:00\", \"2019-04-14 08:40:21.000000+00:00\", \"2020-05-31 18:26:48.000000+00:00\", \"2023-03-31 10:53:57.000000+00:00\", \"2023-05-08 22:51:48.000000+00:00\", \"2019-09-09 09:42:43.000000+00:00\", \"2020-09-01 15:21:49.000000+00:00\"], \"session_ids\": [\"fa895058-a4f1-4016-925b-2c88949bb6d2\", \"4824998a-c08d-406f-ac01-717799aaf11d\", \"c0709cc0-2c82-43de-a56d-158c7427732a\", \"08d3e2aa-db50-4e7f-b6fc-7980b75cc973\", \"e59adab6-1f33-4448-b650-66335a4ba254\", \"1a3e4e60-c835-4896-9421-f047d483ec6d\", \"a7606224-013e-4ce0-bc84-3d2954047126\", \"9802f093-e423-4ddc-b18d-310d76981bb8\", \"7d502459-480f-44af-9b8c-30a4088a1fc8\", \"3ce7cd20-e3a9-4d2b-8324-c5868111f891\"], \"total_duration\": 647.0, \"total_sessions\": 10, \"mean_week_duration\": 3.038}}, {\"35488\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-08-28 13:27:35.000000+00:00\", \"2021-08-13 11:50:36.000000+00:00\"], \"session_ids\": [\"ec8769b6-8d51-4af9-9e21-a906cd8567a1\", \"297f59b9-2316-496b-8a44-1ead587afbd6\"], \"total_duration\": 431.0, \"total_sessions\": 2, \"mean_week_duration\": 8.62}}, {\"93332\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-10-08 03:35:42.000000+00:00\", \"2022-06-09 09:53:27.000000+00:00\"], \"session_ids\": [\"53091cc8-12f9-4971-9ebd-4ce1cb8cc6c2\", \"c9bbbdce-bddd-4527-9253-543050b512e7\"], \"total_duration\": 404.0, \"total_sessions\": 2, \"mean_week_duration\": 4.644}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"93332\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-10-08 03:35:42.000000+00:00\", \"2022-06-09 09:53:27.000000+00:00\"], \"session_ids\": [\"53091cc8-12f9-4971-9ebd-4ce1cb8cc6c2\", \"c9bbbdce-bddd-4527-9253-543050b512e7\"], \"total_duration\": 404.0, \"total_sessions\": 2, \"mean_week_duration\": 4.644}}, {\"35488\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-08-28 13:27:35.000000+00:00\", \"2021-08-13 11:50:36.000000+00:00\"], \"session_ids\": [\"ec8769b6-8d51-4af9-9e21-a906cd8567a1\", \"297f59b9-2316-496b-8a44-1ead587afbd6\"], \"total_duration\": 431.0, \"total_sessions\": 2, \"mean_week_duration\": 8.62}}, {\"46493\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-03-28 14:46:51.000000+00:00\", \"2020-04-04 16:22:56.000000+00:00\", \"2021-06-12 08:10:17.000000+00:00\", \"2020-10-31 20:59:20.000000+00:00\", \"2019-04-14 08:40:21.000000+00:00\", \"2020-05-31 18:26:48.000000+00:00\", \"2023-03-31 10:53:57.000000+00:00\", \"2023-05-08 22:51:48.000000+00:00\", \"2019-09-09 09:42:43.000000+00:00\", \"2020-09-01 15:21:49.000000+00:00\"], \"session_ids\": [\"fa895058-a4f1-4016-925b-2c88949bb6d2\", \"4824998a-c08d-406f-ac01-717799aaf11d\", \"c0709cc0-2c82-43de-a56d-158c7427732a\", \"08d3e2aa-db50-4e7f-b6fc-7980b75cc973\", \"e59adab6-1f33-4448-b650-66335a4ba254\", \"1a3e4e60-c835-4896-9421-f047d483ec6d\", \"a7606224-013e-4ce0-bc84-3d2954047126\", \"9802f093-e423-4ddc-b18d-310d76981bb8\", \"7d502459-480f-44af-9b8c-30a4088a1fc8\", \"3ce7cd20-e3a9-4d2b-8324-c5868111f891\"], \"total_duration\": 647.0, \"total_sessions\": 10, \"mean_week_duration\": 3.038}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"93332\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-10-08 03:35:42.000000+00:00\", \"2022-06-09 09:53:27.000000+00:00\"], \"session_ids\": [\"53091cc8-12f9-4971-9ebd-4ce1cb8cc6c2\", \"c9bbbdce-bddd-4527-9253-543050b512e7\"], \"total_duration\": 404.0, \"total_sessions\": 2, \"mean_week_duration\": 4.644}}, {\"35488\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-08-28 13:27:35.000000+00:00\", \"2021-08-13 11:50:36.000000+00:00\"], \"session_ids\": [\"ec8769b6-8d51-4af9-9e21-a906cd8567a1\", \"297f59b9-2316-496b-8a44-1ead587afbd6\"], \"total_duration\": 431.0, \"total_sessions\": 2, \"mean_week_duration\": 8.62}}, {\"46493\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-03-28 14:46:51.000000+00:00\", \"2020-04-04 16:22:56.000000+00:00\", \"2021-06-12 08:10:17.000000+00:00\", \"2020-10-31 20:59:20.000000+00:00\", \"2019-04-14 08:40:21.000000+00:00\", \"2020-05-31 18:26:48.000000+00:00\", \"2023-03-31 10:53:57.000000+00:00\", \"2023-05-08 22:51:48.000000+00:00\", \"2019-09-09 09:42:43.000000+00:00\", \"2020-09-01 15:21:49.000000+00:00\"], \"session_ids\": [\"fa895058-a4f1-4016-925b-2c88949bb6d2\", \"4824998a-c08d-406f-ac01-717799aaf11d\", \"c0709cc0-2c82-43de-a56d-158c7427732a\", \"08d3e2aa-db50-4e7f-b6fc-7980b75cc973\", \"e59adab6-1f33-4448-b650-66335a4ba254\", \"1a3e4e60-c835-4896-9421-f047d483ec6d\", \"a7606224-013e-4ce0-bc84-3d2954047126\", \"9802f093-e423-4ddc-b18d-310d76981bb8\", \"7d502459-480f-44af-9b8c-30a4088a1fc8\", \"3ce7cd20-e3a9-4d2b-8324-c5868111f891\"], \"total_duration\": 647.0, \"total_sessions\": 10, \"mean_week_duration\": 3.038}}]\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[{\"93332\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-10-08 03:35:42.000000+00:00\", \"2022-06-09 09:53:27.000000+00:00\"], \"session_ids\": [\"53091cc8-12f9-4971-9ebd-4ce1cb8cc6c2\", \"c9bbbdce-bddd-4527-9253-543050b512e7\"], \"total_duration\": 404.0, \"total_sessions\": 2, \"mean_week_duration\": 4.644}}, {\"35488\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-08-28 13:27:35.000000+00:00\", \"2021-08-13 11:50:36.000000+00:00\"], \"session_ids\": [\"ec8769b6-8d51-4af9-9e21-a906cd8567a1\", \"297f59b9-2316-496b-8a44-1ead587afbd6\"], \"total_duration\": 431.0, \"total_sessions\": 2, \"mean_week_duration\": 8.62}}, {\"46493\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-03-28 14:46:51.000000+00:00\", \"2020-04-04 16:22:56.000000+00:00\", \"2021-06-12 08:10:17.000000+00:00\", \"2020-10-31 20:59:20.000000+00:00\", \"2019-04-14 08:40:21.000000+00:00\", \"2020-05-31 18:26:48.000000+00:00\", \"2023-03-31 10:53:57.000000+00:00\", \"2023-05-08 22:51:48.000000+00:00\", \"2019-09-09 09:42:43.000000+00:00\", \"2020-09-01 15:21:49.000000+00:00\"], \"session_ids\": [\"fa895058-a4f1-4016-925b-2c88949bb6d2\", \"4824998a-c08d-406f-ac01-717799aaf11d\", \"c0709cc0-2c82-43de-a56d-158c7427732a\", \"08d3e2aa-db50-4e7f-b6fc-7980b75cc973\", \"e59adab6-1f33-4448-b650-66335a4ba254\", \"1a3e4e60-c835-4896-9421-f047d483ec6d\", \"a7606224-013e-4ce0-bc84-3d2954047126\", \"9802f093-e423-4ddc-b18d-310d76981bb8\", \"7d502459-480f-44af-9b8c-30a4088a1fc8\", \"3ce7cd20-e3a9-4d2b-8324-c5868111f891\"], \"total_duration\": 647.0, \"total_sessions\": 10, \"mean_week_duration\": 3.038}}]\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 users who don't currently live in cities Seoul, Santo Domingo, Nassau, Singapore City, Kingston, San Pedro, Caracas as well as do sorting by town naming from the largest to the smallest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"31754\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-03-20 15:59:59.000000+00:00\", \"2019-08-27 11:09:35.000000+00:00\", \"2019-05-14 13:51:22.000000+00:00\", \"2022-10-27 18:38:38.000000+00:00\"], \"session_ids\": [\"8f9c9919-1986-467c-9351-04686cbd5d26\", \"da04390e-f84f-423b-bae6-48d0785973cf\", \"ee3cc201-a8e6-49ce-80e2-c4383834b5d7\", \"63706df0-9437-4015-b65c-3aad852b1e07\"], \"total_duration\": 132.0, \"total_sessions\": 4, \"mean_week_duration\": 0.729}, \"71333\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-01-17 02:22:47.000000+00:00\", \"2020-03-30 00:21:08.000000+00:00\"], \"session_ids\": [\"4239ac04-2295-4dcb-8b2a-5919c08da339\", \"65775d60-cedf-4f72-817c-ebb127059623\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 3.106}, \"77134\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-05-18 15:46:47.000000+00:00\", \"2022-05-02 03:15:28.000000+00:00\", \"2022-09-24 17:09:27.000000+00:00\"], \"session_ids\": [\"39cd9f2a-930e-4927-9b1e-10a12cac26e4\", \"7ac688f8-dbf9-49fc-81d9-001f7cdc4109\", \"2e63dbdf-08fc-459c-8903-af4727a01783\"], \"total_duration\": 380.0, \"total_sessions\": 3, \"mean_week_duration\": 5.352}, \"98484\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-07 02:54:25.000000+00:00\", \"2022-03-14 08:06:41.000000+00:00\"], \"session_ids\": [\"3ff3bc43-fe6f-45e1-81da-e045f2fda0f8\", \"29486ea9-e6eb-41c0-8e25-7e23ae6cebc4\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 7.929}, \"72674\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-03-03 11:37:26.000000+00:00\", \"2019-03-12 23:06:47.000000+00:00\"], \"session_ids\": [\"7915288d-d396-48e0-a634-c96f2f60e3ef\", \"312a27e2-8561-4d1f-bd21-687e37dcbf14\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.087}, \"16740\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-12-11 06:07:28.000000+00:00\", \"2022-07-21 17:36:51.000000+00:00\"], \"session_ids\": [\"68143dfc-db24-47ea-9c61-5e2ff32a80f4\", \"bc6285b5-3168-4fe3-860c-5bf67971d832\"], \"total_duration\": 171.0, \"total_sessions\": 2, \"mean_week_duration\": 1.248}, \"29511\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-07-11 08:46:44.000000+00:00\", \"2020-08-23 02:37:28.000000+00:00\", \"2021-08-28 11:33:12.000000+00:00\", \"2021-01-18 15:03:42.000000+00:00\", \"2021-04-14 17:01:14.000000+00:00\", \"2020-07-09 22:18:14.000000+00:00\"], \"session_ids\": [\"5ac45a6c-c8fc-4d5e-b942-6fce367f7aee\", \"be97f0ca-05e9-4915-9693-c211d6d79941\", \"74097d6f-1d7b-4963-a657-41fefd3c9448\", \"cefaab0d-9741-47a9-a558-4fbe5647039c\", \"f94f37df-e5c0-4194-b537-04f6ddd7fdb3\", \"ffd033e5-024c-4123-b721-0551ad7b2f9e\"], \"total_duration\": 4299.0, \"total_sessions\": 6, \"mean_week_duration\": 40.943}, \"35300\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-01-14 23:57:56.000000+00:00\", \"2022-09-24 09:35:10.000000+00:00\"], \"session_ids\": [\"dc16a796-3305-4dfc-8188-66c7e9d68625\", \"5bcca32d-2641-4087-87fd-fcf0957a39f0\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 4.889}, \"79636\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-12 12:08:13.000000+00:00\", \"2019-04-02 21:58:42.000000+00:00\", \"2022-04-24 00:29:07.000000+00:00\", \"2020-09-03 10:06:00.000000+00:00\"], \"session_ids\": [\"c678ef09-58a0-412f-b75b-e284cd3b3063\", \"91011710-c9db-42b2-b695-fb71f47de39e\", \"be59f1f2-e6ca-425c-9ed9-ad5dd83ad7aa\", \"52ae6fb5-8306-42e8-ad0c-2088dee0c4cd\"], \"total_duration\": 2123.0, \"total_sessions\": 4, \"mean_week_duration\": 12.062}, \"32732\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-04-11 15:16:04.000000+00:00\", \"2020-12-21 01:11:12.000000+00:00\", \"2020-11-22 13:49:17.000000+00:00\", \"2019-05-22 08:51:32.000000+00:00\", \"2021-03-10 21:30:51.000000+00:00\", \"2020-08-24 07:56:31.000000+00:00\", \"2021-01-03 07:05:42.000000+00:00\", \"2021-05-03 19:41:44.000000+00:00\", \"2023-01-22 00:55:20.000000+00:00\", \"2021-07-07 19:29:14.000000+00:00\", \"2023-05-27 20:53:08.000000+00:00\"], \"session_ids\": [\"1809f702-a81d-4bd0-8cc1-1f8e18d751f1\", \"8a8d35ce-8497-4a84-8d6f-d9974de592db\", \"bb698ac0-23b3-47e2-b862-a88b4b91129a\", \"9d4a431b-7e69-45f1-9a53-b0f700474a79\", \"7dc8bcf5-c6c5-4d57-a3de-5a0d3568f0af\", \"4758df92-7d7b-4c62-a9d7-cd9a17aa57be\", \"f6dc06a7-8260-4ede-9ce1-e09eaa4b9610\", \"f6ac2e7a-e713-4de0-bcfa-84e523a36ff4\", \"7493b130-be66-4e61-b8fc-b4ff0ce2055a\", \"a86c08fb-c398-4c4c-8f54-9b16c3bb0dee\", \"b2a79d1b-cfd1-4117-9227-c2737dd69e8c\"], \"total_duration\": 8559.0, \"total_sessions\": 11, \"mean_week_duration\": 40.757}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are not Seoul, Santo Domingo, Nassau, Singapore City, Kingston, San Pedro, Caracas"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Seoul\", \"Santo Domingo\", \"Nassau\", \"Singapore City\", \"Kingston\", \"San Pedro\", \"Caracas\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"71333\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-01-17 02:22:47.000000+00:00\", \"2020-03-30 00:21:08.000000+00:00\"], \"session_ids\": [\"4239ac04-2295-4dcb-8b2a-5919c08da339\", \"65775d60-cedf-4f72-817c-ebb127059623\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 3.106}, \"77134\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-05-18 15:46:47.000000+00:00\", \"2022-05-02 03:15:28.000000+00:00\", \"2022-09-24 17:09:27.000000+00:00\"], \"session_ids\": [\"39cd9f2a-930e-4927-9b1e-10a12cac26e4\", \"7ac688f8-dbf9-49fc-81d9-001f7cdc4109\", \"2e63dbdf-08fc-459c-8903-af4727a01783\"], \"total_duration\": 380.0, \"total_sessions\": 3, \"mean_week_duration\": 5.352}, \"98484\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-07 02:54:25.000000+00:00\", \"2022-03-14 08:06:41.000000+00:00\"], \"session_ids\": [\"3ff3bc43-fe6f-45e1-81da-e045f2fda0f8\", \"29486ea9-e6eb-41c0-8e25-7e23ae6cebc4\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 7.929}, \"72674\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-03-03 11:37:26.000000+00:00\", \"2019-03-12 23:06:47.000000+00:00\"], \"session_ids\": [\"7915288d-d396-48e0-a634-c96f2f60e3ef\", \"312a27e2-8561-4d1f-bd21-687e37dcbf14\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.087}, \"16740\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-12-11 06:07:28.000000+00:00\", \"2022-07-21 17:36:51.000000+00:00\"], \"session_ids\": [\"68143dfc-db24-47ea-9c61-5e2ff32a80f4\", \"bc6285b5-3168-4fe3-860c-5bf67971d832\"], \"total_duration\": 171.0, \"total_sessions\": 2, \"mean_week_duration\": 1.248}, \"29511\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-07-11 08:46:44.000000+00:00\", \"2020-08-23 02:37:28.000000+00:00\", \"2021-08-28 11:33:12.000000+00:00\", \"2021-01-18 15:03:42.000000+00:00\", \"2021-04-14 17:01:14.000000+00:00\", \"2020-07-09 22:18:14.000000+00:00\"], \"session_ids\": [\"5ac45a6c-c8fc-4d5e-b942-6fce367f7aee\", \"be97f0ca-05e9-4915-9693-c211d6d79941\", \"74097d6f-1d7b-4963-a657-41fefd3c9448\", \"cefaab0d-9741-47a9-a558-4fbe5647039c\", \"f94f37df-e5c0-4194-b537-04f6ddd7fdb3\", \"ffd033e5-024c-4123-b721-0551ad7b2f9e\"], \"total_duration\": 4299.0, \"total_sessions\": 6, \"mean_week_duration\": 40.943}, \"35300\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-01-14 23:57:56.000000+00:00\", \"2022-09-24 09:35:10.000000+00:00\"], \"session_ids\": [\"dc16a796-3305-4dfc-8188-66c7e9d68625\", \"5bcca32d-2641-4087-87fd-fcf0957a39f0\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 4.889}, \"79636\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-12 12:08:13.000000+00:00\", \"2019-04-02 21:58:42.000000+00:00\", \"2022-04-24 00:29:07.000000+00:00\", \"2020-09-03 10:06:00.000000+00:00\"], \"session_ids\": [\"c678ef09-58a0-412f-b75b-e284cd3b3063\", \"91011710-c9db-42b2-b695-fb71f47de39e\", \"be59f1f2-e6ca-425c-9ed9-ad5dd83ad7aa\", \"52ae6fb5-8306-42e8-ad0c-2088dee0c4cd\"], \"total_duration\": 2123.0, \"total_sessions\": 4, \"mean_week_duration\": 12.062}, \"32732\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-04-11 15:16:04.000000+00:00\", \"2020-12-21 01:11:12.000000+00:00\", \"2020-11-22 13:49:17.000000+00:00\", \"2019-05-22 08:51:32.000000+00:00\", \"2021-03-10 21:30:51.000000+00:00\", \"2020-08-24 07:56:31.000000+00:00\", \"2021-01-03 07:05:42.000000+00:00\", \"2021-05-03 19:41:44.000000+00:00\", \"2023-01-22 00:55:20.000000+00:00\", \"2021-07-07 19:29:14.000000+00:00\", \"2023-05-27 20:53:08.000000+00:00\"], \"session_ids\": [\"1809f702-a81d-4bd0-8cc1-1f8e18d751f1\", \"8a8d35ce-8497-4a84-8d6f-d9974de592db\", \"bb698ac0-23b3-47e2-b862-a88b4b91129a\", \"9d4a431b-7e69-45f1-9a53-b0f700474a79\", \"7dc8bcf5-c6c5-4d57-a3de-5a0d3568f0af\", \"4758df92-7d7b-4c62-a9d7-cd9a17aa57be\", \"f6dc06a7-8260-4ede-9ce1-e09eaa4b9610\", \"f6ac2e7a-e713-4de0-bcfa-84e523a36ff4\", \"7493b130-be66-4e61-b8fc-b4ff0ce2055a\", \"a86c08fb-c398-4c4c-8f54-9b16c3bb0dee\", \"b2a79d1b-cfd1-4117-9227-c2737dd69e8c\"], \"total_duration\": 8559.0, \"total_sessions\": 11, \"mean_week_duration\": 40.757}}\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[{\"79636\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-12 12:08:13.000000+00:00\", \"2019-04-02 21:58:42.000000+00:00\", \"2022-04-24 00:29:07.000000+00:00\", \"2020-09-03 10:06:00.000000+00:00\"], \"session_ids\": [\"c678ef09-58a0-412f-b75b-e284cd3b3063\", \"91011710-c9db-42b2-b695-fb71f47de39e\", \"be59f1f2-e6ca-425c-9ed9-ad5dd83ad7aa\", \"52ae6fb5-8306-42e8-ad0c-2088dee0c4cd\"], \"total_duration\": 2123.0, \"total_sessions\": 4, \"mean_week_duration\": 12.062}}, {\"98484\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-07 02:54:25.000000+00:00\", \"2022-03-14 08:06:41.000000+00:00\"], \"session_ids\": [\"3ff3bc43-fe6f-45e1-81da-e045f2fda0f8\", \"29486ea9-e6eb-41c0-8e25-7e23ae6cebc4\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 7.929}}, {\"72674\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-03-03 11:37:26.000000+00:00\", \"2019-03-12 23:06:47.000000+00:00\"], \"session_ids\": [\"7915288d-d396-48e0-a634-c96f2f60e3ef\", \"312a27e2-8561-4d1f-bd21-687e37dcbf14\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.087}}, {\"71333\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-01-17 02:22:47.000000+00:00\", \"2020-03-30 00:21:08.000000+00:00\"], \"session_ids\": [\"4239ac04-2295-4dcb-8b2a-5919c08da339\", \"65775d60-cedf-4f72-817c-ebb127059623\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 3.106}}, {\"77134\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-05-18 15:46:47.000000+00:00\", \"2022-05-02 03:15:28.000000+00:00\", \"2022-09-24 17:09:27.000000+00:00\"], \"session_ids\": [\"39cd9f2a-930e-4927-9b1e-10a12cac26e4\", \"7ac688f8-dbf9-49fc-81d9-001f7cdc4109\", \"2e63dbdf-08fc-459c-8903-af4727a01783\"], \"total_duration\": 380.0, \"total_sessions\": 3, \"mean_week_duration\": 5.352}}, {\"29511\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-07-11 08:46:44.000000+00:00\", \"2020-08-23 02:37:28.000000+00:00\", \"2021-08-28 11:33:12.000000+00:00\", \"2021-01-18 15:03:42.000000+00:00\", \"2021-04-14 17:01:14.000000+00:00\", \"2020-07-09 22:18:14.000000+00:00\"], \"session_ids\": [\"5ac45a6c-c8fc-4d5e-b942-6fce367f7aee\", \"be97f0ca-05e9-4915-9693-c211d6d79941\", \"74097d6f-1d7b-4963-a657-41fefd3c9448\", \"cefaab0d-9741-47a9-a558-4fbe5647039c\", \"f94f37df-e5c0-4194-b537-04f6ddd7fdb3\", \"ffd033e5-024c-4123-b721-0551ad7b2f9e\"], \"total_duration\": 4299.0, \"total_sessions\": 6, \"mean_week_duration\": 40.943}}, {\"35300\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-01-14 23:57:56.000000+00:00\", \"2022-09-24 09:35:10.000000+00:00\"], \"session_ids\": [\"dc16a796-3305-4dfc-8188-66c7e9d68625\", \"5bcca32d-2641-4087-87fd-fcf0957a39f0\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 4.889}}, {\"32732\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-04-11 15:16:04.000000+00:00\", \"2020-12-21 01:11:12.000000+00:00\", \"2020-11-22 13:49:17.000000+00:00\", \"2019-05-22 08:51:32.000000+00:00\", \"2021-03-10 21:30:51.000000+00:00\", \"2020-08-24 07:56:31.000000+00:00\", \"2021-01-03 07:05:42.000000+00:00\", \"2021-05-03 19:41:44.000000+00:00\", \"2023-01-22 00:55:20.000000+00:00\", \"2021-07-07 19:29:14.000000+00:00\", \"2023-05-27 20:53:08.000000+00:00\"], \"session_ids\": [\"1809f702-a81d-4bd0-8cc1-1f8e18d751f1\", \"8a8d35ce-8497-4a84-8d6f-d9974de592db\", \"bb698ac0-23b3-47e2-b862-a88b4b91129a\", \"9d4a431b-7e69-45f1-9a53-b0f700474a79\", \"7dc8bcf5-c6c5-4d57-a3de-5a0d3568f0af\", \"4758df92-7d7b-4c62-a9d7-cd9a17aa57be\", \"f6dc06a7-8260-4ede-9ce1-e09eaa4b9610\", \"f6ac2e7a-e713-4de0-bcfa-84e523a36ff4\", \"7493b130-be66-4e61-b8fc-b4ff0ce2055a\", \"a86c08fb-c398-4c4c-8f54-9b16c3bb0dee\", \"b2a79d1b-cfd1-4117-9227-c2737dd69e8c\"], \"total_duration\": 8559.0, \"total_sessions\": 11, \"mean_week_duration\": 40.757}}, {\"16740\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-12-11 06:07:28.000000+00:00\", \"2022-07-21 17:36:51.000000+00:00\"], \"session_ids\": [\"68143dfc-db24-47ea-9c61-5e2ff32a80f4\", \"bc6285b5-3168-4fe3-860c-5bf67971d832\"], \"total_duration\": 171.0, \"total_sessions\": 2, \"mean_week_duration\": 1.248}}]\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[{\"79636\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-12 12:08:13.000000+00:00\", \"2019-04-02 21:58:42.000000+00:00\", \"2022-04-24 00:29:07.000000+00:00\", \"2020-09-03 10:06:00.000000+00:00\"], \"session_ids\": [\"c678ef09-58a0-412f-b75b-e284cd3b3063\", \"91011710-c9db-42b2-b695-fb71f47de39e\", \"be59f1f2-e6ca-425c-9ed9-ad5dd83ad7aa\", \"52ae6fb5-8306-42e8-ad0c-2088dee0c4cd\"], \"total_duration\": 2123.0, \"total_sessions\": 4, \"mean_week_duration\": 12.062}}, {\"98484\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-07 02:54:25.000000+00:00\", \"2022-03-14 08:06:41.000000+00:00\"], \"session_ids\": [\"3ff3bc43-fe6f-45e1-81da-e045f2fda0f8\", \"29486ea9-e6eb-41c0-8e25-7e23ae6cebc4\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 7.929}}, {\"72674\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-03-03 11:37:26.000000+00:00\", \"2019-03-12 23:06:47.000000+00:00\"], \"session_ids\": [\"7915288d-d396-48e0-a634-c96f2f60e3ef\", \"312a27e2-8561-4d1f-bd21-687e37dcbf14\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.087}}, {\"71333\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-01-17 02:22:47.000000+00:00\", \"2020-03-30 00:21:08.000000+00:00\"], \"session_ids\": [\"4239ac04-2295-4dcb-8b2a-5919c08da339\", \"65775d60-cedf-4f72-817c-ebb127059623\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 3.106}}, {\"77134\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-05-18 15:46:47.000000+00:00\", \"2022-05-02 03:15:28.000000+00:00\", \"2022-09-24 17:09:27.000000+00:00\"], \"session_ids\": [\"39cd9f2a-930e-4927-9b1e-10a12cac26e4\", \"7ac688f8-dbf9-49fc-81d9-001f7cdc4109\", \"2e63dbdf-08fc-459c-8903-af4727a01783\"], \"total_duration\": 380.0, \"total_sessions\": 3, \"mean_week_duration\": 5.352}}, {\"29511\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-07-11 08:46:44.000000+00:00\", \"2020-08-23 02:37:28.000000+00:00\", \"2021-08-28 11:33:12.000000+00:00\", \"2021-01-18 15:03:42.000000+00:00\", \"2021-04-14 17:01:14.000000+00:00\", \"2020-07-09 22:18:14.000000+00:00\"], \"session_ids\": [\"5ac45a6c-c8fc-4d5e-b942-6fce367f7aee\", \"be97f0ca-05e9-4915-9693-c211d6d79941\", \"74097d6f-1d7b-4963-a657-41fefd3c9448\", \"cefaab0d-9741-47a9-a558-4fbe5647039c\", \"f94f37df-e5c0-4194-b537-04f6ddd7fdb3\", \"ffd033e5-024c-4123-b721-0551ad7b2f9e\"], \"total_duration\": 4299.0, \"total_sessions\": 6, \"mean_week_duration\": 40.943}}, {\"35300\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-01-14 23:57:56.000000+00:00\", \"2022-09-24 09:35:10.000000+00:00\"], \"session_ids\": [\"dc16a796-3305-4dfc-8188-66c7e9d68625\", \"5bcca32d-2641-4087-87fd-fcf0957a39f0\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 4.889}}, {\"32732\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-04-11 15:16:04.000000+00:00\", \"2020-12-21 01:11:12.000000+00:00\", \"2020-11-22 13:49:17.000000+00:00\", \"2019-05-22 08:51:32.000000+00:00\", \"2021-03-10 21:30:51.000000+00:00\", \"2020-08-24 07:56:31.000000+00:00\", \"2021-01-03 07:05:42.000000+00:00\", \"2021-05-03 19:41:44.000000+00:00\", \"2023-01-22 00:55:20.000000+00:00\", \"2021-07-07 19:29:14.000000+00:00\", \"2023-05-27 20:53:08.000000+00:00\"], \"session_ids\": [\"1809f702-a81d-4bd0-8cc1-1f8e18d751f1\", \"8a8d35ce-8497-4a84-8d6f-d9974de592db\", \"bb698ac0-23b3-47e2-b862-a88b4b91129a\", \"9d4a431b-7e69-45f1-9a53-b0f700474a79\", \"7dc8bcf5-c6c5-4d57-a3de-5a0d3568f0af\", \"4758df92-7d7b-4c62-a9d7-cd9a17aa57be\", \"f6dc06a7-8260-4ede-9ce1-e09eaa4b9610\", \"f6ac2e7a-e713-4de0-bcfa-84e523a36ff4\", \"7493b130-be66-4e61-b8fc-b4ff0ce2055a\", \"a86c08fb-c398-4c4c-8f54-9b16c3bb0dee\", \"b2a79d1b-cfd1-4117-9227-c2737dd69e8c\"], \"total_duration\": 8559.0, \"total_sessions\": 11, \"mean_week_duration\": 40.757}}, {\"16740\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-12-11 06:07:28.000000+00:00\", \"2022-07-21 17:36:51.000000+00:00\"], \"session_ids\": [\"68143dfc-db24-47ea-9c61-5e2ff32a80f4\", \"bc6285b5-3168-4fe3-860c-5bf67971d832\"], \"total_duration\": 171.0, \"total_sessions\": 2, \"mean_week_duration\": 1.248}}]\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'd like to be informed about user with a time spent on the site that is above 1718 and below 4345, exclusive 4345 as well as perform sorting by total amount of duration ascendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"1006\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-06-21 11:16:58.000000+00:00\", \"2021-12-01 21:42:21.000000+00:00\"], \"session_ids\": [\"b8f398d2-4679-49c7-b2b0-c6456cbab49f\", \"aeef4496-3c10-474c-b297-284b5ac58dbf\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.344}, \"72603\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-10-05 19:28:13.000000+00:00\", \"2021-07-24 17:01:57.000000+00:00\"], \"session_ids\": [\"4f448efe-84cc-4128-b48e-64a92e73e8df\", \"66e80b64-7e45-40ff-8075-4ef8846f6e19\"], \"total_duration\": 440.0, \"total_sessions\": 2, \"mean_week_duration\": 4.681}, \"77830\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-01-06 19:13:38.000000+00:00\", \"2022-11-24 04:02:41.000000+00:00\"], \"session_ids\": [\"4a51912d-0c4c-4e09-a26e-2af85dd34f6b\", \"8c76aa7b-52ac-4c66-980c-d90b7d245865\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 1.761}, \"55205\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-29 13:44:59.000000+00:00\", \"2019-11-02 00:44:57.000000+00:00\"], \"session_ids\": [\"0f6b5de6-d172-4a4b-814e-60ee2fdb17e1\", \"6a1992d7-4255-40a0-8d69-be030b2aa0e0\"], \"total_duration\": 304.0, \"total_sessions\": 2, \"mean_week_duration\": 1.67}, \"8751\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-01-24 23:24:29.000000+00:00\", \"2022-02-11 21:55:37.000000+00:00\"], \"session_ids\": [\"391d7414-d564-43ec-9931-51836aebd3bf\", \"8095e969-076e-465b-9688-51b1842dacd8\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 1.12}, \"19759\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-05-02 08:09:05.000000+00:00\", \"2021-11-08 00:37:49.000000+00:00\"], \"session_ids\": [\"bb7ec7c4-1843-4c23-b3e9-03a8c830f547\", \"75166478-2333-48f8-9909-73a77a6b78c6\"], \"total_duration\": 219.0, \"total_sessions\": 2, \"mean_week_duration\": 8.76}, \"92305\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-01-15 02:48:29.000000+00:00\", \"2019-02-15 00:19:06.000000+00:00\"], \"session_ids\": [\"c6b91ce6-aa59-4b03-a69e-c16aee13c4dc\", \"1e71c7c2-cad2-4077-8f4e-19b975ab5c36\"], \"total_duration\": 486.0, \"total_sessions\": 2, \"mean_week_duration\": 3.176}, \"16750\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-05-14 17:17:17.000000+00:00\", \"2022-05-13 17:14:57.000000+00:00\"], \"session_ids\": [\"2a9baea1-af64-4fd7-9027-c66f3e05d098\", \"1a567b82-5d22-4702-9111-b6985c26c917\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 72.0}, \"46709\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-08-28 20:53:06.000000+00:00\", \"2021-03-26 23:47:20.000000+00:00\", \"2019-12-11 11:17:10.000000+00:00\", \"2019-04-14 15:16:21.000000+00:00\"], \"session_ids\": [\"be8d72d4-f1a1-4694-81ec-1bf61296af3c\", \"88888d2f-6e4f-4cf7-93e9-0b6e2745cddc\", \"293e0029-33fa-48a4-8294-fe9ed1bbe3d8\", \"e46483cd-61f1-4072-9eba-ec0274f82f58\"], \"total_duration\": 286.0, \"total_sessions\": 4, \"mean_week_duration\": 2.306}, \"92976\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-03-18 23:58:06.000000+00:00\", \"2022-04-08 01:15:40.000000+00:00\"], \"session_ids\": [\"d61423d6-8f19-43ea-af29-fe499358cc41\", \"2fffb9ca-b23d-4524-a885-6b9339e9c6c3\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 1.6}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or greater than 1718 and are less than 4345"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_duration\": [[1718, 4345]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about 4 users who have mean of duration of sessions per week strictly bigger than 7 and strictly smaller than 31 , sort by name of the city decliningly , and get rid of all entries, except 2."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"57213\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-04-20 07:40:02.000000+00:00\", \"2022-03-06 14:25:30.000000+00:00\"], \"session_ids\": [\"4b168668-f9dc-4fc2-a8e7-64d534768e4a\", \"ca06e1f2-a19f-4ab3-b4c4-bf1d29204b0c\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.814}, \"55779\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-03-20 02:29:57.000000+00:00\", \"2022-10-18 02:58:48.000000+00:00\"], \"session_ids\": [\"16163300-513c-4ab7-9617-19a456ad7823\", \"55fea15f-f605-41ce-931d-4ebabcafd126\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 4.955}, \"79379\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-15 06:07:36.000000+00:00\", \"2021-10-09 15:47:47.000000+00:00\", \"2020-12-07 21:27:45.000000+00:00\", \"2019-08-15 12:28:45.000000+00:00\", \"2021-03-24 04:40:06.000000+00:00\", \"2023-02-05 05:34:57.000000+00:00\", \"2021-04-29 21:16:22.000000+00:00\"], \"session_ids\": [\"8a627099-6e7b-4bf4-a0bd-1ae256192a48\", \"afbb0eb2-890f-45d1-9cb0-003e75d68760\", \"3c26aac3-2a15-4ce6-9c4b-9798404ec491\", \"220451b5-b841-4906-85b5-77e7dc5a1907\", \"e4f25b49-b9c0-489d-88e8-0ee8c7758bc0\", \"179ff9e5-4895-416d-909d-620b6325faf3\", \"1050d1eb-f7f3-4ccf-86be-7692c5ede00a\"], \"total_duration\": 2645.0, \"total_sessions\": 7, \"mean_week_duration\": 14.144}, \"96405\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-08-31 00:03:24.000000+00:00\", \"2021-09-23 10:27:45.000000+00:00\", \"2022-12-16 05:55:59.000000+00:00\", \"2019-10-18 00:51:34.000000+00:00\", \"2019-05-12 09:52:53.000000+00:00\", \"2020-12-21 09:16:22.000000+00:00\", \"2019-10-20 11:33:03.000000+00:00\", \"2021-11-17 01:30:07.000000+00:00\", \"2022-03-29 19:06:08.000000+00:00\", \"2023-01-20 07:21:04.000000+00:00\"], \"session_ids\": [\"ffc16ac7-67bf-432d-b018-287bd54c0750\", \"21058d0f-6a2c-4add-b2a0-ead3b76bffc0\", \"a92726d5-59ae-499e-a802-46498d1fb5a9\", \"967c4aca-9af8-4f64-9e3b-74754521cb45\", \"13cc2766-4e61-49c7-b757-066311a7ec21\", \"c267925d-9610-4b8d-ad03-c965027e50c4\", \"d949d94a-4a7d-472f-8efa-50e14a4392a9\", \"b0039390-d13c-4a6e-b4f2-98e0b8c3a455\", \"f2951896-307d-4e32-b1ff-4329bdadba5c\", \"e088bd07-5417-4942-a98a-dfd302d29ff0\"], \"total_duration\": 409.0, \"total_sessions\": 10, \"mean_week_duration\": 2.119}, \"86218\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-01-19 17:51:53.000000+00:00\", \"2019-03-12 07:59:25.000000+00:00\"], \"session_ids\": [\"48139e3d-faca-4e30-8057-43331b852c45\", \"542947ec-201b-460a-8d01-a9de66893d51\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 10.125}, \"1277\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-05-28 20:01:08.000000+00:00\", \"2021-05-17 09:18:35.000000+00:00\"], \"session_ids\": [\"6671b464-315e-48dc-989d-a83095016325\", \"b9f4c512-27de-4f42-86a7-ceb8960acf1d\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 1.274}, \"70909\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-04-09 11:52:56.000000+00:00\", \"2022-03-20 17:04:22.000000+00:00\"], \"session_ids\": [\"2eac3942-5354-455a-a4cf-a531365adfe1\", \"9c1859b8-4432-4d05-971c-7fad8469291c\"], \"total_duration\": 461.0, \"total_sessions\": 2, \"mean_week_duration\": 4.52}, \"73996\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-04-26 13:50:09.000000+00:00\", \"2022-04-15 14:52:07.000000+00:00\", \"2019-01-05 09:24:56.000000+00:00\"], \"session_ids\": [\"812e5402-0a73-43a8-bc40-926760ef0bc3\", \"13a1a3e9-ca89-42e0-8c7a-a3d2badea6ea\", \"67373266-9592-4bd7-88a4-58e6caddf0a6\"], \"total_duration\": 407.0, \"total_sessions\": 3, \"mean_week_duration\": 2.38}, \"96516\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-01-03 07:00:03.000000+00:00\", \"2022-01-10 11:17:58.000000+00:00\", \"2022-06-14 23:46:08.000000+00:00\", \"2019-01-02 10:39:12.000000+00:00\", \"2022-05-21 06:55:46.000000+00:00\"], \"session_ids\": [\"c2871a54-460d-4da5-b7b7-cf165c0fe31a\", \"c2499495-bcc2-4fec-b511-a0384dcc0828\", \"c88fb8f7-d232-4381-bbd6-64a281ce436c\", \"824c0de6-63ae-4ff2-8eed-d274166f3c76\", \"54374d21-fa5f-42b0-bcc7-1bb12fa0519f\"], \"total_duration\": 132.0, \"total_sessions\": 5, \"mean_week_duration\": 0.632}, \"59698\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-26 18:59:51.000000+00:00\", \"2020-07-28 15:25:02.000000+00:00\", \"2021-08-06 12:59:17.000000+00:00\"], \"session_ids\": [\"8df79fda-f355-4fb6-a798-b1cd2a38356d\", \"f637b16b-30df-4625-973c-c37d5b4e20e1\", \"94b0e596-cae2-498d-984c-60d61348e29d\"], \"total_duration\": 238.0, \"total_sessions\": 3, \"mean_week_duration\": 2.07}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are greater than 7 and are less than 31"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[7, 31]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"79379\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-15 06:07:36.000000+00:00\", \"2021-10-09 15:47:47.000000+00:00\", \"2020-12-07 21:27:45.000000+00:00\", \"2019-08-15 12:28:45.000000+00:00\", \"2021-03-24 04:40:06.000000+00:00\", \"2023-02-05 05:34:57.000000+00:00\", \"2021-04-29 21:16:22.000000+00:00\"], \"session_ids\": [\"8a627099-6e7b-4bf4-a0bd-1ae256192a48\", \"afbb0eb2-890f-45d1-9cb0-003e75d68760\", \"3c26aac3-2a15-4ce6-9c4b-9798404ec491\", \"220451b5-b841-4906-85b5-77e7dc5a1907\", \"e4f25b49-b9c0-489d-88e8-0ee8c7758bc0\", \"179ff9e5-4895-416d-909d-620b6325faf3\", \"1050d1eb-f7f3-4ccf-86be-7692c5ede00a\"], \"total_duration\": 2645.0, \"total_sessions\": 7, \"mean_week_duration\": 14.144}, \"86218\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-01-19 17:51:53.000000+00:00\", \"2019-03-12 07:59:25.000000+00:00\"], \"session_ids\": [\"48139e3d-faca-4e30-8057-43331b852c45\", \"542947ec-201b-460a-8d01-a9de66893d51\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 10.125}}\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[{\"86218\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-01-19 17:51:53.000000+00:00\", \"2019-03-12 07:59:25.000000+00:00\"], \"session_ids\": [\"48139e3d-faca-4e30-8057-43331b852c45\", \"542947ec-201b-460a-8d01-a9de66893d51\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 10.125}}, {\"79379\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-15 06:07:36.000000+00:00\", \"2021-10-09 15:47:47.000000+00:00\", \"2020-12-07 21:27:45.000000+00:00\", \"2019-08-15 12:28:45.000000+00:00\", \"2021-03-24 04:40:06.000000+00:00\", \"2023-02-05 05:34:57.000000+00:00\", \"2021-04-29 21:16:22.000000+00:00\"], \"session_ids\": [\"8a627099-6e7b-4bf4-a0bd-1ae256192a48\", \"afbb0eb2-890f-45d1-9cb0-003e75d68760\", \"3c26aac3-2a15-4ce6-9c4b-9798404ec491\", \"220451b5-b841-4906-85b5-77e7dc5a1907\", \"e4f25b49-b9c0-489d-88e8-0ee8c7758bc0\", \"179ff9e5-4895-416d-909d-620b6325faf3\", \"1050d1eb-f7f3-4ccf-86be-7692c5ede00a\"], \"total_duration\": 2645.0, \"total_sessions\": 7, \"mean_week_duration\": 14.144}}]\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[{\"86218\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-01-19 17:51:53.000000+00:00\", \"2019-03-12 07:59:25.000000+00:00\"], \"session_ids\": [\"48139e3d-faca-4e30-8057-43331b852c45\", \"542947ec-201b-460a-8d01-a9de66893d51\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 10.125}}, {\"79379\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-15 06:07:36.000000+00:00\", \"2021-10-09 15:47:47.000000+00:00\", \"2020-12-07 21:27:45.000000+00:00\", \"2019-08-15 12:28:45.000000+00:00\", \"2021-03-24 04:40:06.000000+00:00\", \"2023-02-05 05:34:57.000000+00:00\", \"2021-04-29 21:16:22.000000+00:00\"], \"session_ids\": [\"8a627099-6e7b-4bf4-a0bd-1ae256192a48\", \"afbb0eb2-890f-45d1-9cb0-003e75d68760\", \"3c26aac3-2a15-4ce6-9c4b-9798404ec491\", \"220451b5-b841-4906-85b5-77e7dc5a1907\", \"e4f25b49-b9c0-489d-88e8-0ee8c7758bc0\", \"179ff9e5-4895-416d-909d-620b6325faf3\", \"1050d1eb-f7f3-4ccf-86be-7692c5ede00a\"], \"total_duration\": 2645.0, \"total_sessions\": 7, \"mean_week_duration\": 14.144}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"86218\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-01-19 17:51:53.000000+00:00\", \"2019-03-12 07:59:25.000000+00:00\"], \"session_ids\": [\"48139e3d-faca-4e30-8057-43331b852c45\", \"542947ec-201b-460a-8d01-a9de66893d51\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 10.125}}, {\"79379\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-15 06:07:36.000000+00:00\", \"2021-10-09 15:47:47.000000+00:00\", \"2020-12-07 21:27:45.000000+00:00\", \"2019-08-15 12:28:45.000000+00:00\", \"2021-03-24 04:40:06.000000+00:00\", \"2023-02-05 05:34:57.000000+00:00\", \"2021-04-29 21:16:22.000000+00:00\"], \"session_ids\": [\"8a627099-6e7b-4bf4-a0bd-1ae256192a48\", \"afbb0eb2-890f-45d1-9cb0-003e75d68760\", \"3c26aac3-2a15-4ce6-9c4b-9798404ec491\", \"220451b5-b841-4906-85b5-77e7dc5a1907\", \"e4f25b49-b9c0-489d-88e8-0ee8c7758bc0\", \"179ff9e5-4895-416d-909d-620b6325faf3\", \"1050d1eb-f7f3-4ccf-86be-7692c5ede00a\"], \"total_duration\": 2645.0, \"total_sessions\": 7, \"mean_week_duration\": 14.144}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the 7 users who are residing in city Santiago in addition perform sorting by city name 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{\"48574\": {\"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\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-11-11 20:49:42.000000+00:00\", \"2021-06-07 11:22:51.000000+00:00\", \"2021-09-01 16:57:49.000000+00:00\", \"2021-06-18 18:55:11.000000+00:00\", \"2020-08-16 15:23:40.000000+00:00\", \"2020-06-07 13:41:55.000000+00:00\", \"2019-02-17 08:25:49.000000+00:00\", \"2019-03-16 20:16:46.000000+00:00\", \"2020-08-13 21:19:01.000000+00:00\"], \"session_ids\": [\"5c2b008a-0290-4c1d-a632-fcc197583df4\", \"40e591ae-1288-4684-a705-0ebb4a5ccdaa\", \"96d3a0cc-b031-4ba0-9611-f096dbf05e7d\", \"6a0fc45d-9fc0-47dd-9b7b-8f995a871f0a\", \"39d311e8-b36e-473d-88f2-a56611871037\", \"afef20f0-ad2f-4710-9439-f0dae09548f7\", \"a8416571-cff8-4c6e-9cd7-525c770ad4fb\", \"cfac9a46-a759-4c46-9c1f-0495baeabfef\", \"90c1bbef-5b0c-4d24-943e-5b3722a59c3e\"], \"total_duration\": 9733.0, \"total_sessions\": 9, \"mean_week_duration\": 68.063}, \"62328\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-07 18:50:23.000000+00:00\", \"2022-04-25 07:42:07.000000+00:00\", \"2020-10-08 19:45:12.000000+00:00\", \"2019-10-20 02:07:35.000000+00:00\", \"2019-07-02 10:08:28.000000+00:00\", \"2019-08-23 16:39:07.000000+00:00\", \"2020-06-29 07:34:25.000000+00:00\"], \"session_ids\": [\"8f575d7d-dd85-4615-9794-89d849d4230e\", \"3b26a0a5-71bb-4736-adfa-3eb333cd3a31\", \"ce2399b8-44ed-47ff-8f42-e849d817362c\", \"b97acf73-4cca-4ebb-9f4e-ade3eacf33c9\", \"8762d668-82ef-4b4c-8062-3b81c7c0d242\", \"c725bd55-8ca1-4120-a5a7-49ea149cd878\", \"2909eb31-53d3-4325-8f05-ff198c01a21d\"], \"total_duration\": 7633.0, \"total_sessions\": 7, \"mean_week_duration\": 37.975}, \"41501\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-01-29 17:20:09.000000+00:00\", \"2019-05-24 16:54:08.000000+00:00\", \"2022-01-28 13:11:22.000000+00:00\", \"2020-05-11 18:20:52.000000+00:00\", \"2023-05-27 07:00:18.000000+00:00\", \"2020-06-20 09:14:03.000000+00:00\", \"2020-07-24 19:32:39.000000+00:00\"], \"session_ids\": [\"e90c8e57-fad5-468b-bcbb-c05d88a596bf\", \"874ee9de-8ef2-4366-acba-d25290ad8571\", \"8908c4a8-c1a4-4a0c-b412-e6985cf534eb\", \"85d84a8f-6fa8-4ce9-babb-f67912491f5b\", \"b4515506-c708-4c27-a63d-f42c7981562d\", \"f344bd3e-b2a2-4d1a-b0a9-d0123d700cbc\", \"1cb7a481-4910-49e6-94ba-82857d683fee\"], \"total_duration\": 217.0, \"total_sessions\": 7, \"mean_week_duration\": 1.038}, \"24605\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-10-02 10:21:00.000000+00:00\", \"2022-09-12 16:34:35.000000+00:00\", \"2020-01-24 14:56:55.000000+00:00\"], \"session_ids\": [\"361a1c38-10af-496c-9467-7be13981690c\", \"76a1f794-6141-40f6-9ee4-ea925ef39b92\", \"5a67a56d-a500-4a2d-8a0a-1ea2eefec4a9\"], \"total_duration\": 29.0, \"total_sessions\": 3, \"mean_week_duration\": 0.21}, \"79343\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-08-25 10:52:36.000000+00:00\", \"2020-01-30 06:58:23.000000+00:00\", \"2023-06-09 09:46:10.000000+00:00\", \"2022-11-13 08:15:38.000000+00:00\", \"2021-07-03 19:40:06.000000+00:00\"], \"session_ids\": [\"a8ff8d4e-9cd6-401d-abf8-dc5adce6d530\", \"94bd058c-4688-4be4-b79f-92e7941e56f6\", \"488bb687-f3ca-4252-88e0-e5d7d33e4466\", \"db3eb0c6-e807-47af-8d27-024e86abf988\", \"eba017fd-cf5b-4d67-80ce-bf9aa6d1eb97\"], \"total_duration\": 398.0, \"total_sessions\": 5, \"mean_week_duration\": 2.01}, \"16306\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-10-02 11:56:15.000000+00:00\", \"2019-10-10 08:23:26.000000+00:00\", \"2023-05-27 00:38:02.000000+00:00\", \"2022-01-10 10:55:11.000000+00:00\", \"2020-11-24 08:13:03.000000+00:00\", \"2020-01-15 03:30:30.000000+00:00\", \"2022-09-15 02:10:19.000000+00:00\", \"2022-04-08 01:27:24.000000+00:00\"], \"session_ids\": [\"92d6c52b-8eb9-42c3-8422-e957de5be536\", \"0c92a738-813f-4c41-8435-e687fa81523d\", \"407e224d-0d57-4409-9eba-06cff4c0c144\", \"68b1039f-4492-4548-b576-9374ffa521b8\", \"996d2168-8c2c-4662-9168-e762d95afd66\", \"af230b94-ec8f-4212-a307-e9f0bfa2f090\", \"e2506b52-68da-4db7-a830-4c4a1acf48dc\", \"7e8885b7-6df7-4fc6-af5d-0336a45b5def\"], \"total_duration\": 1795.0, \"total_sessions\": 8, \"mean_week_duration\": 9.398}, \"23745\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-02-17 13:47:48.000000+00:00\", \"2021-12-16 14:07:06.000000+00:00\"], \"session_ids\": [\"3dfc46ec-2679-4d93-b001-a19ee7d9017c\", \"116f2746-4826-47ca-b49d-e99313c06cbe\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 0.927}, \"84233\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-07-14 07:15:58.000000+00:00\", \"2021-09-06 09:19:30.000000+00:00\", \"2021-06-02 19:12:23.000000+00:00\"], \"session_ids\": [\"cf273d64-eab3-4d63-a90b-207af6ed9dcc\", \"cd06299a-a62c-4f79-95ec-9bf03867fb4e\", \"0185f175-ea85-45eb-8cd5-86a58f13dea6\"], \"total_duration\": 482.0, \"total_sessions\": 3, \"mean_week_duration\": 8.31}, \"72327\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-05-20 06:32:04.000000+00:00\", \"2020-05-04 10:19:33.000000+00:00\"], \"session_ids\": [\"6230736e-e39e-4aee-98ed-4b51536293c5\", \"8c58690c-52f2-4bbd-95f5-cd940f09c966\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 9.667}, \"62461\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2023-05-20 03:55:47.000000+00:00\", \"2021-03-19 00:33:56.000000+00:00\", \"2020-02-29 09:39:40.000000+00:00\", \"2022-02-27 23:04:54.000000+00:00\", \"2021-12-11 11:32:25.000000+00:00\", \"2019-09-09 19:31:17.000000+00:00\", \"2020-03-24 05:45:18.000000+00:00\", \"2021-11-08 15:36:19.000000+00:00\"], \"session_ids\": [\"53ebfb7d-bf5c-472a-b966-dde1934ae01c\", \"a11b7aaf-52da-4c1f-aa20-40c85d6c6933\", \"f5495540-04b3-498d-baa7-95aaa63bbdd6\", \"7e325dfc-c963-44f3-bca1-3da843065471\", \"ed275965-a602-48ef-94d0-dfea7b20bd4f\", \"80c452bf-97d5-4fb0-8cfa-347ec65f66dc\", \"439701ee-d2f3-469c-94bc-0954aede21f6\", \"aacc78da-9c88-4d81-ad40-e05439061236\"], \"total_duration\": 2840.0, \"total_sessions\": 8, \"mean_week_duration\": 14.715}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is Santiago"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Santiago\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"72327\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-05-20 06:32:04.000000+00:00\", \"2020-05-04 10:19:33.000000+00:00\"], \"session_ids\": [\"6230736e-e39e-4aee-98ed-4b51536293c5\", \"8c58690c-52f2-4bbd-95f5-cd940f09c966\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 9.667}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"72327\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-05-20 06:32:04.000000+00:00\", \"2020-05-04 10:19:33.000000+00:00\"], \"session_ids\": [\"6230736e-e39e-4aee-98ed-4b51536293c5\", \"8c58690c-52f2-4bbd-95f5-cd940f09c966\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 9.667}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 7 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"72327\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-05-20 06:32:04.000000+00:00\", \"2020-05-04 10:19:33.000000+00:00\"], \"session_ids\": [\"6230736e-e39e-4aee-98ed-4b51536293c5\", \"8c58690c-52f2-4bbd-95f5-cd940f09c966\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 9.667}}]\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[{\"72327\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-05-20 06:32:04.000000+00:00\", \"2020-05-04 10:19:33.000000+00:00\"], \"session_ids\": [\"6230736e-e39e-4aee-98ed-4b51536293c5\", \"8c58690c-52f2-4bbd-95f5-cd940f09c966\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 9.667}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about 7 users who have total duration strictly bigger than 614 and smaller than 3733 , execute sorting by total sessoins count 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{\"19541\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-09-14 00:27:53.000000+00:00\", \"2023-02-13 05:44:13.000000+00:00\"], \"session_ids\": [\"fb9564f0-552b-4a12-8fe0-0c3fe7d2e5f0\", \"d79f2bea-6270-4b83-bc95-3e8bb4fdd6f7\"], \"total_duration\": 421.0, \"total_sessions\": 2, \"mean_week_duration\": 2.352}, \"66694\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-10-29 22:33:37.000000+00:00\", \"2021-09-27 03:03:03.000000+00:00\"], \"session_ids\": [\"f349f35b-5d4a-417a-bf02-5f0320d635c4\", \"2fec54bc-d00c-419d-b3a4-62c45e92f104\"], \"total_duration\": 171.0, \"total_sessions\": 2, \"mean_week_duration\": 1.71}, \"88900\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-02-24 09:53:48.000000+00:00\", \"2021-08-11 17:29:35.000000+00:00\", \"2021-06-06 10:27:14.000000+00:00\", \"2020-05-15 14:31:45.000000+00:00\", \"2020-08-15 04:58:53.000000+00:00\", \"2020-12-23 19:09:32.000000+00:00\", \"2022-01-27 04:31:05.000000+00:00\", \"2019-04-22 23:27:54.000000+00:00\", \"2020-01-12 15:58:54.000000+00:00\", \"2021-11-25 20:08:58.000000+00:00\", \"2021-02-06 15:16:26.000000+00:00\"], \"session_ids\": [\"91159fe3-4382-43f0-b812-1ecb421bd1e4\", \"cf7c49e4-08b9-4688-9e97-df1f4b6e7274\", \"114353e8-daba-49dc-b44a-edae181c9df6\", \"ad37323b-435a-483b-8508-a850b3b231e8\", \"67c557ee-7fb7-48ac-b9c7-98d85ec4cda0\", \"484260c4-a029-45bd-98e7-c262ea68ac71\", \"4d122643-f949-420c-84e0-f7d96dd6d02c\", \"016a5d70-1538-49cd-bd5f-df42866d7345\", \"8fb1c4aa-a9c6-41a9-9761-607695462ca8\", \"384cde9d-c322-4bea-a73a-b5ebd7f0ea67\", \"90149878-769a-4cf0-b677-a1b29d67685b\"], \"total_duration\": 16284.0, \"total_sessions\": 11, \"mean_week_duration\": 106.431}, \"51123\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-09-15 08:26:23.000000+00:00\", \"2019-03-20 20:54:37.000000+00:00\", \"2022-09-07 02:46:50.000000+00:00\"], \"session_ids\": [\"ffefa979-70a5-4a56-ae22-8d863d2fc4f0\", \"de67990a-e35a-4e89-a745-6d647938dc86\", \"3ce2255d-9c5c-4130-9577-51a39e4913a5\"], \"total_duration\": 664.0, \"total_sessions\": 3, \"mean_week_duration\": 3.669}, \"63238\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-07-24 23:08:57.000000+00:00\", \"2023-02-04 08:52:21.000000+00:00\"], \"session_ids\": [\"61477638-fa73-433a-89ad-e46915f9aaac\", \"576f3c4c-bde6-4d00-9d70-067738e9f51b\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 0.335}, \"48569\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-09-30 12:53:34.000000+00:00\", \"2020-04-10 16:15:54.000000+00:00\"], \"session_ids\": [\"627559b7-b9c5-4ab1-aca1-6256e4c7e9fb\", \"c053ac79-b37d-4030-920f-b4665ec94aa4\"], \"total_duration\": 430.0, \"total_sessions\": 2, \"mean_week_duration\": 15.357}, \"28646\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 6, \"Play Game Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2019-09-28 06:52:24.000000+00:00\", \"2019-11-17 13:02:04.000000+00:00\", \"2023-06-25 04:05:40.000000+00:00\", \"2020-10-20 05:16:32.000000+00:00\", \"2023-03-01 00:35:13.000000+00:00\", \"2021-02-23 00:04:05.000000+00:00\", \"2021-12-01 23:32:06.000000+00:00\", \"2022-02-15 09:49:25.000000+00:00\", \"2023-04-30 22:10:41.000000+00:00\"], \"session_ids\": [\"09cbaace-24c1-4c99-8180-ca5582108ccc\", \"341ca165-b459-4d7e-99be-4a971c610cca\", \"856fe5ce-4975-47f0-abe7-e118583d66e9\", \"d440ded4-f5a1-40d2-8f67-90527fe94668\", \"00655ef3-26ad-4f3f-b03f-40c58d291c69\", \"a48d1483-0dc7-45f3-b6fa-435be8ee1077\", \"fee5eb45-ec34-496b-ad4c-73c0128efecb\", \"3869d203-98a6-4629-8612-352b01197d6c\", \"d2e0e067-925f-4267-af6c-899dbe9b5e04\"], \"total_duration\": 16905.0, \"total_sessions\": 9, \"mean_week_duration\": 86.692}, \"60027\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-06-25 07:21:54.000000+00:00\", \"2020-12-25 14:05:06.000000+00:00\", \"2022-11-06 03:59:34.000000+00:00\", \"2019-11-06 07:15:19.000000+00:00\"], \"session_ids\": [\"8a4058ad-8362-4f6c-a2fc-8808d03570a2\", \"08841f11-412b-477c-95bd-6a9536f44523\", \"1d6cd4f3-abe9-43c3-9c98-1f10f7d045e3\", \"ada69f8a-7330-4488-acb5-1a603daf785f\"], \"total_duration\": 372.0, \"total_sessions\": 4, \"mean_week_duration\": 2.369}, \"44212\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-01-15 05:39:54.000000+00:00\", \"2021-08-14 05:46:37.000000+00:00\"], \"session_ids\": [\"8d1381f5-cfb6-4e44-93c8-3ca0dc01da7e\", \"da40e1ca-7ebc-4cbf-b9dc-399ffed1d7fb\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 4.257}, \"90367\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-04-25 14:16:23.000000+00:00\", \"2020-07-08 09:49:46.000000+00:00\", \"2021-08-11 00:39:55.000000+00:00\", \"2019-01-31 02:09:21.000000+00:00\", \"2019-04-26 16:34:51.000000+00:00\"], \"session_ids\": [\"c48a6af1-1bca-4a24-9017-de5d00900160\", \"9ad2fa47-8802-4c40-a464-0e8c129543a5\", \"4f5e7e98-c0ec-4551-b83d-f0acbc684a1f\", \"a05c230d-45c2-4f49-8f05-01510ffc1208\", \"19682257-7921-4678-bf18-e346f2be3b47\"], \"total_duration\": 1844.0, \"total_sessions\": 5, \"mean_week_duration\": 10.911}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are greater than 614 and are equal or less than 3733"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[614, 3733]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"51123\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-09-15 08:26:23.000000+00:00\", \"2019-03-20 20:54:37.000000+00:00\", \"2022-09-07 02:46:50.000000+00:00\"], \"session_ids\": [\"ffefa979-70a5-4a56-ae22-8d863d2fc4f0\", \"de67990a-e35a-4e89-a745-6d647938dc86\", \"3ce2255d-9c5c-4130-9577-51a39e4913a5\"], \"total_duration\": 664.0, \"total_sessions\": 3, \"mean_week_duration\": 3.669}, \"90367\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-04-25 14:16:23.000000+00:00\", \"2020-07-08 09:49:46.000000+00:00\", \"2021-08-11 00:39:55.000000+00:00\", \"2019-01-31 02:09:21.000000+00:00\", \"2019-04-26 16:34:51.000000+00:00\"], \"session_ids\": [\"c48a6af1-1bca-4a24-9017-de5d00900160\", \"9ad2fa47-8802-4c40-a464-0e8c129543a5\", \"4f5e7e98-c0ec-4551-b83d-f0acbc684a1f\", \"a05c230d-45c2-4f49-8f05-01510ffc1208\", \"19682257-7921-4678-bf18-e346f2be3b47\"], \"total_duration\": 1844.0, \"total_sessions\": 5, \"mean_week_duration\": 10.911}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"90367\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-04-25 14:16:23.000000+00:00\", \"2020-07-08 09:49:46.000000+00:00\", \"2021-08-11 00:39:55.000000+00:00\", \"2019-01-31 02:09:21.000000+00:00\", \"2019-04-26 16:34:51.000000+00:00\"], \"session_ids\": [\"c48a6af1-1bca-4a24-9017-de5d00900160\", \"9ad2fa47-8802-4c40-a464-0e8c129543a5\", \"4f5e7e98-c0ec-4551-b83d-f0acbc684a1f\", \"a05c230d-45c2-4f49-8f05-01510ffc1208\", \"19682257-7921-4678-bf18-e346f2be3b47\"], \"total_duration\": 1844.0, \"total_sessions\": 5, \"mean_week_duration\": 10.911}}, {\"51123\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-09-15 08:26:23.000000+00:00\", \"2019-03-20 20:54:37.000000+00:00\", \"2022-09-07 02:46:50.000000+00:00\"], \"session_ids\": [\"ffefa979-70a5-4a56-ae22-8d863d2fc4f0\", \"de67990a-e35a-4e89-a745-6d647938dc86\", \"3ce2255d-9c5c-4130-9577-51a39e4913a5\"], \"total_duration\": 664.0, \"total_sessions\": 3, \"mean_week_duration\": 3.669}}]\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[{\"90367\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-04-25 14:16:23.000000+00:00\", \"2020-07-08 09:49:46.000000+00:00\", \"2021-08-11 00:39:55.000000+00:00\", \"2019-01-31 02:09:21.000000+00:00\", \"2019-04-26 16:34:51.000000+00:00\"], \"session_ids\": [\"c48a6af1-1bca-4a24-9017-de5d00900160\", \"9ad2fa47-8802-4c40-a464-0e8c129543a5\", \"4f5e7e98-c0ec-4551-b83d-f0acbc684a1f\", \"a05c230d-45c2-4f49-8f05-01510ffc1208\", \"19682257-7921-4678-bf18-e346f2be3b47\"], \"total_duration\": 1844.0, \"total_sessions\": 5, \"mean_week_duration\": 10.911}}, {\"51123\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-09-15 08:26:23.000000+00:00\", \"2019-03-20 20:54:37.000000+00:00\", \"2022-09-07 02:46:50.000000+00:00\"], \"session_ids\": [\"ffefa979-70a5-4a56-ae22-8d863d2fc4f0\", \"de67990a-e35a-4e89-a745-6d647938dc86\", \"3ce2255d-9c5c-4130-9577-51a39e4913a5\"], \"total_duration\": 664.0, \"total_sessions\": 3, \"mean_week_duration\": 3.669}}]\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[{\"90367\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-04-25 14:16:23.000000+00:00\", \"2020-07-08 09:49:46.000000+00:00\", \"2021-08-11 00:39:55.000000+00:00\", \"2019-01-31 02:09:21.000000+00:00\", \"2019-04-26 16:34:51.000000+00:00\"], \"session_ids\": [\"c48a6af1-1bca-4a24-9017-de5d00900160\", \"9ad2fa47-8802-4c40-a464-0e8c129543a5\", \"4f5e7e98-c0ec-4551-b83d-f0acbc684a1f\", \"a05c230d-45c2-4f49-8f05-01510ffc1208\", \"19682257-7921-4678-bf18-e346f2be3b47\"], \"total_duration\": 1844.0, \"total_sessions\": 5, \"mean_week_duration\": 10.911}}, {\"51123\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-09-15 08:26:23.000000+00:00\", \"2019-03-20 20:54:37.000000+00:00\", \"2022-09-07 02:46:50.000000+00:00\"], \"session_ids\": [\"ffefa979-70a5-4a56-ae22-8d863d2fc4f0\", \"de67990a-e35a-4e89-a745-6d647938dc86\", \"3ce2255d-9c5c-4130-9577-51a39e4913a5\"], \"total_duration\": 664.0, \"total_sessions\": 3, \"mean_week_duration\": 3.669}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I need to get information about 4 users who aren't residing in cities Bangkok, Vienna, Budapest, Reykjavik, Manila, New Delhi in addition put to use sorting by sum of duration in desc , and remain only 2 records."
}
] |
[
{
"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{\"40085\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-07-19 00:39:09.000000+00:00\", \"2020-06-24 20:38:03.000000+00:00\"], \"session_ids\": [\"abbb4e5d-22dc-45ca-b5eb-d9cba7233d0c\", \"2d590eed-2312-4546-9225-0c0c82d38966\"], \"total_duration\": 367.0, \"total_sessions\": 2, \"mean_week_duration\": 3.398}, \"80137\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-01-09 20:40:03.000000+00:00\", \"2023-03-12 02:06:14.000000+00:00\", \"2020-07-04 12:59:56.000000+00:00\", \"2022-04-08 15:44:31.000000+00:00\"], \"session_ids\": [\"6647e991-9546-48b1-858f-43f11a4cca14\", \"691f1ef8-4e2d-4042-b19d-1c8e16d5c544\", \"8efc8fd0-622b-4d40-a3b8-a1fc3dab168c\", \"e17920ad-9fe1-4d95-9386-b87c3924b4f7\"], \"total_duration\": 171.0, \"total_sessions\": 4, \"mean_week_duration\": 0.784}, \"15226\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-06-20 14:46:32.000000+00:00\", \"2021-05-17 06:31:00.000000+00:00\", \"2019-11-21 03:30:10.000000+00:00\", \"2019-03-15 16:55:17.000000+00:00\", \"2021-06-29 21:13:44.000000+00:00\", \"2023-04-13 19:37:43.000000+00:00\", \"2022-03-21 01:38:58.000000+00:00\"], \"session_ids\": [\"a33b8009-92d5-45be-8417-7dbfaeb7fcf2\", \"d8f0ecd0-b1bf-4327-b39f-de5e8c05de04\", \"f3ddbf16-3094-4d50-a979-fe50ab8ded29\", \"5215ab9f-d9af-4f2f-a18d-6760f184a7e7\", \"938c07aa-3a73-41a1-a529-193260b7da50\", \"26c9e945-f4a4-4b63-8946-96be14a98542\", \"776a28a4-7f33-48c5-bee8-88499bc671ec\"], \"total_duration\": 389.0, \"total_sessions\": 7, \"mean_week_duration\": 1.744}, \"98538\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-09-25 23:08:54.000000+00:00\", \"2021-11-07 17:33:19.000000+00:00\"], \"session_ids\": [\"be20e1e6-940a-4b79-b29a-b63f60f4cf5e\", \"83870027-adb5-425a-abe8-37041959292a\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 3.279}, \"96064\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2020-10-16 09:33:18.000000+00:00\", \"2019-12-07 17:20:55.000000+00:00\", \"2021-01-28 10:58:39.000000+00:00\"], \"session_ids\": [\"db98e622-d35f-4c28-8749-88c9238b11d9\", \"0fc18675-c278-4a54-8707-9f78be07d09d\", \"39aa4055-ebec-43f9-af96-9a4745fb6457\"], \"total_duration\": 49.0, \"total_sessions\": 3, \"mean_week_duration\": 0.817}, \"68654\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-10-15 21:52:20.000000+00:00\", \"2021-05-01 13:31:42.000000+00:00\"], \"session_ids\": [\"98910187-9318-4425-9d85-c679891af8c5\", \"058f8962-064e-4af8-96a7-097af0a04a00\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 1.621}, \"40369\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-12-15 00:13:32.000000+00:00\", \"2023-03-14 13:34:07.000000+00:00\"], \"session_ids\": [\"85f6fab7-a2a7-4cb9-bdc2-1e7e9a6b0c48\", \"4f925363-5be7-4470-953c-0c6a6b3f0726\"], \"total_duration\": 394.0, \"total_sessions\": 2, \"mean_week_duration\": 30.308}, \"52323\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-02-10 20:48:12.000000+00:00\", \"2019-07-20 04:08:02.000000+00:00\"], \"session_ids\": [\"a5e2eaf9-1230-4bbe-a754-2047ac9c0540\", \"3b9f2b5c-b1c2-4ea3-b642-f095e3ecd1ee\"], \"total_duration\": 233.0, \"total_sessions\": 2, \"mean_week_duration\": 1.739}, \"72215\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-12-08 19:17:14.000000+00:00\", \"2019-05-08 04:38:34.000000+00:00\"], \"session_ids\": [\"ec60dfbb-613a-4026-ae9f-38ad61feaf8d\", \"d41beff2-1c5c-4ab6-9e0f-33054209e9f9\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 1.383}, \"88143\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-11-07 16:27:29.000000+00:00\", \"2019-07-23 11:45:33.000000+00:00\", \"2022-02-23 12:30:38.000000+00:00\", \"2021-01-12 02:07:45.000000+00:00\"], \"session_ids\": [\"b2d1e265-3f73-447f-8cba-fbc74088c882\", \"5d6222b6-2fad-48ba-bbc7-dca82f94dc25\", \"bf97ec4e-4d59-4e49-820f-7876a32c6945\", \"2cd44026-9074-422b-bbae-1898dc443046\"], \"total_duration\": 157.0, \"total_sessions\": 4, \"mean_week_duration\": 1.154}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are not Bangkok, Vienna, Budapest, Reykjavik, Manila, New Delhi"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Bangkok\", \"Vienna\", \"Budapest\", \"Reykjavik\", \"Manila\", \"New Delhi\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"40085\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-07-19 00:39:09.000000+00:00\", \"2020-06-24 20:38:03.000000+00:00\"], \"session_ids\": [\"abbb4e5d-22dc-45ca-b5eb-d9cba7233d0c\", \"2d590eed-2312-4546-9225-0c0c82d38966\"], \"total_duration\": 367.0, \"total_sessions\": 2, \"mean_week_duration\": 3.398}, \"80137\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-01-09 20:40:03.000000+00:00\", \"2023-03-12 02:06:14.000000+00:00\", \"2020-07-04 12:59:56.000000+00:00\", \"2022-04-08 15:44:31.000000+00:00\"], \"session_ids\": [\"6647e991-9546-48b1-858f-43f11a4cca14\", \"691f1ef8-4e2d-4042-b19d-1c8e16d5c544\", \"8efc8fd0-622b-4d40-a3b8-a1fc3dab168c\", \"e17920ad-9fe1-4d95-9386-b87c3924b4f7\"], \"total_duration\": 171.0, \"total_sessions\": 4, \"mean_week_duration\": 0.784}, \"15226\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-06-20 14:46:32.000000+00:00\", \"2021-05-17 06:31:00.000000+00:00\", \"2019-11-21 03:30:10.000000+00:00\", \"2019-03-15 16:55:17.000000+00:00\", \"2021-06-29 21:13:44.000000+00:00\", \"2023-04-13 19:37:43.000000+00:00\", \"2022-03-21 01:38:58.000000+00:00\"], \"session_ids\": [\"a33b8009-92d5-45be-8417-7dbfaeb7fcf2\", \"d8f0ecd0-b1bf-4327-b39f-de5e8c05de04\", \"f3ddbf16-3094-4d50-a979-fe50ab8ded29\", \"5215ab9f-d9af-4f2f-a18d-6760f184a7e7\", \"938c07aa-3a73-41a1-a529-193260b7da50\", \"26c9e945-f4a4-4b63-8946-96be14a98542\", \"776a28a4-7f33-48c5-bee8-88499bc671ec\"], \"total_duration\": 389.0, \"total_sessions\": 7, \"mean_week_duration\": 1.744}, \"98538\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-09-25 23:08:54.000000+00:00\", \"2021-11-07 17:33:19.000000+00:00\"], \"session_ids\": [\"be20e1e6-940a-4b79-b29a-b63f60f4cf5e\", \"83870027-adb5-425a-abe8-37041959292a\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 3.279}, \"96064\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2020-10-16 09:33:18.000000+00:00\", \"2019-12-07 17:20:55.000000+00:00\", \"2021-01-28 10:58:39.000000+00:00\"], \"session_ids\": [\"db98e622-d35f-4c28-8749-88c9238b11d9\", \"0fc18675-c278-4a54-8707-9f78be07d09d\", \"39aa4055-ebec-43f9-af96-9a4745fb6457\"], \"total_duration\": 49.0, \"total_sessions\": 3, \"mean_week_duration\": 0.817}, \"68654\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-10-15 21:52:20.000000+00:00\", \"2021-05-01 13:31:42.000000+00:00\"], \"session_ids\": [\"98910187-9318-4425-9d85-c679891af8c5\", \"058f8962-064e-4af8-96a7-097af0a04a00\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 1.621}, \"40369\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-12-15 00:13:32.000000+00:00\", \"2023-03-14 13:34:07.000000+00:00\"], \"session_ids\": [\"85f6fab7-a2a7-4cb9-bdc2-1e7e9a6b0c48\", \"4f925363-5be7-4470-953c-0c6a6b3f0726\"], \"total_duration\": 394.0, \"total_sessions\": 2, \"mean_week_duration\": 30.308}, \"52323\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-02-10 20:48:12.000000+00:00\", \"2019-07-20 04:08:02.000000+00:00\"], \"session_ids\": [\"a5e2eaf9-1230-4bbe-a754-2047ac9c0540\", \"3b9f2b5c-b1c2-4ea3-b642-f095e3ecd1ee\"], \"total_duration\": 233.0, \"total_sessions\": 2, \"mean_week_duration\": 1.739}, \"72215\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-12-08 19:17:14.000000+00:00\", \"2019-05-08 04:38:34.000000+00:00\"], \"session_ids\": [\"ec60dfbb-613a-4026-ae9f-38ad61feaf8d\", \"d41beff2-1c5c-4ab6-9e0f-33054209e9f9\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 1.383}, \"88143\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-11-07 16:27:29.000000+00:00\", \"2019-07-23 11:45:33.000000+00:00\", \"2022-02-23 12:30:38.000000+00:00\", \"2021-01-12 02:07:45.000000+00:00\"], \"session_ids\": [\"b2d1e265-3f73-447f-8cba-fbc74088c882\", \"5d6222b6-2fad-48ba-bbc7-dca82f94dc25\", \"bf97ec4e-4d59-4e49-820f-7876a32c6945\", \"2cd44026-9074-422b-bbae-1898dc443046\"], \"total_duration\": 157.0, \"total_sessions\": 4, \"mean_week_duration\": 1.154}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"40369\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-12-15 00:13:32.000000+00:00\", \"2023-03-14 13:34:07.000000+00:00\"], \"session_ids\": [\"85f6fab7-a2a7-4cb9-bdc2-1e7e9a6b0c48\", \"4f925363-5be7-4470-953c-0c6a6b3f0726\"], \"total_duration\": 394.0, \"total_sessions\": 2, \"mean_week_duration\": 30.308}}, {\"15226\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-06-20 14:46:32.000000+00:00\", \"2021-05-17 06:31:00.000000+00:00\", \"2019-11-21 03:30:10.000000+00:00\", \"2019-03-15 16:55:17.000000+00:00\", \"2021-06-29 21:13:44.000000+00:00\", \"2023-04-13 19:37:43.000000+00:00\", \"2022-03-21 01:38:58.000000+00:00\"], \"session_ids\": [\"a33b8009-92d5-45be-8417-7dbfaeb7fcf2\", \"d8f0ecd0-b1bf-4327-b39f-de5e8c05de04\", \"f3ddbf16-3094-4d50-a979-fe50ab8ded29\", \"5215ab9f-d9af-4f2f-a18d-6760f184a7e7\", \"938c07aa-3a73-41a1-a529-193260b7da50\", \"26c9e945-f4a4-4b63-8946-96be14a98542\", \"776a28a4-7f33-48c5-bee8-88499bc671ec\"], \"total_duration\": 389.0, \"total_sessions\": 7, \"mean_week_duration\": 1.744}}, {\"40085\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-07-19 00:39:09.000000+00:00\", \"2020-06-24 20:38:03.000000+00:00\"], \"session_ids\": [\"abbb4e5d-22dc-45ca-b5eb-d9cba7233d0c\", \"2d590eed-2312-4546-9225-0c0c82d38966\"], \"total_duration\": 367.0, \"total_sessions\": 2, \"mean_week_duration\": 3.398}}, {\"98538\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-09-25 23:08:54.000000+00:00\", \"2021-11-07 17:33:19.000000+00:00\"], \"session_ids\": [\"be20e1e6-940a-4b79-b29a-b63f60f4cf5e\", \"83870027-adb5-425a-abe8-37041959292a\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 3.279}}, {\"72215\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-12-08 19:17:14.000000+00:00\", \"2019-05-08 04:38:34.000000+00:00\"], \"session_ids\": [\"ec60dfbb-613a-4026-ae9f-38ad61feaf8d\", \"d41beff2-1c5c-4ab6-9e0f-33054209e9f9\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 1.383}}, {\"52323\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-02-10 20:48:12.000000+00:00\", \"2019-07-20 04:08:02.000000+00:00\"], \"session_ids\": [\"a5e2eaf9-1230-4bbe-a754-2047ac9c0540\", \"3b9f2b5c-b1c2-4ea3-b642-f095e3ecd1ee\"], \"total_duration\": 233.0, \"total_sessions\": 2, \"mean_week_duration\": 1.739}}, {\"80137\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-01-09 20:40:03.000000+00:00\", \"2023-03-12 02:06:14.000000+00:00\", \"2020-07-04 12:59:56.000000+00:00\", \"2022-04-08 15:44:31.000000+00:00\"], \"session_ids\": [\"6647e991-9546-48b1-858f-43f11a4cca14\", \"691f1ef8-4e2d-4042-b19d-1c8e16d5c544\", \"8efc8fd0-622b-4d40-a3b8-a1fc3dab168c\", \"e17920ad-9fe1-4d95-9386-b87c3924b4f7\"], \"total_duration\": 171.0, \"total_sessions\": 4, \"mean_week_duration\": 0.784}}, {\"88143\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-11-07 16:27:29.000000+00:00\", \"2019-07-23 11:45:33.000000+00:00\", \"2022-02-23 12:30:38.000000+00:00\", \"2021-01-12 02:07:45.000000+00:00\"], \"session_ids\": [\"b2d1e265-3f73-447f-8cba-fbc74088c882\", \"5d6222b6-2fad-48ba-bbc7-dca82f94dc25\", \"bf97ec4e-4d59-4e49-820f-7876a32c6945\", \"2cd44026-9074-422b-bbae-1898dc443046\"], \"total_duration\": 157.0, \"total_sessions\": 4, \"mean_week_duration\": 1.154}}, {\"96064\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2020-10-16 09:33:18.000000+00:00\", \"2019-12-07 17:20:55.000000+00:00\", \"2021-01-28 10:58:39.000000+00:00\"], \"session_ids\": [\"db98e622-d35f-4c28-8749-88c9238b11d9\", \"0fc18675-c278-4a54-8707-9f78be07d09d\", \"39aa4055-ebec-43f9-af96-9a4745fb6457\"], \"total_duration\": 49.0, \"total_sessions\": 3, \"mean_week_duration\": 0.817}}, {\"68654\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-10-15 21:52:20.000000+00:00\", \"2021-05-01 13:31:42.000000+00:00\"], \"session_ids\": [\"98910187-9318-4425-9d85-c679891af8c5\", \"058f8962-064e-4af8-96a7-097af0a04a00\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 1.621}}]\n```\n"
}
] |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.