conversations
list |
|---|
[
{
"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[{\"76278\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-05-26 23:51:07.000000+00:00\", \"2021-04-14 02:10:28.000000+00:00\", \"2020-03-20 22:12:39.000000+00:00\", \"2023-04-13 08:54:05.000000+00:00\", \"2023-03-21 23:47:07.000000+00:00\"], \"session_ids\": [\"30206202-33dd-4bfa-8d7f-58f22dbdab69\", \"8ef9a84b-7728-48e0-afd0-9a1d7cddb253\", \"12bf8052-70dc-456a-8d4a-9e01d3c552bb\", \"6117c908-e310-4263-8969-e5a303dc3d17\", \"6db2c284-147a-4129-b143-172ad66fd647\"], \"total_duration\": 2975.0, \"total_sessions\": 5, \"mean_week_duration\": 18.594}}]\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[{\"76278\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-05-26 23:51:07.000000+00:00\", \"2021-04-14 02:10:28.000000+00:00\", \"2020-03-20 22:12:39.000000+00:00\", \"2023-04-13 08:54:05.000000+00:00\", \"2023-03-21 23:47:07.000000+00:00\"], \"session_ids\": [\"30206202-33dd-4bfa-8d7f-58f22dbdab69\", \"8ef9a84b-7728-48e0-afd0-9a1d7cddb253\", \"12bf8052-70dc-456a-8d4a-9e01d3c552bb\", \"6117c908-e310-4263-8969-e5a303dc3d17\", \"6db2c284-147a-4129-b143-172ad66fd647\"], \"total_duration\": 2975.0, \"total_sessions\": 5, \"mean_week_duration\": 18.594}}]\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 2 users who have quantity of sessions smaller than 3 and bigger than 5 and implement sorting by aver of time using the app per week risingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"45044\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-12-30 23:29:00.000000+00:00\", \"2022-09-04 06:46:13.000000+00:00\", \"2019-05-21 15:26:30.000000+00:00\", \"2019-02-12 08:40:49.000000+00:00\", \"2020-06-01 15:13:08.000000+00:00\"], \"session_ids\": [\"cb166d27-6221-488e-81fa-233413f94f94\", \"a0b40122-d6f3-44f0-9b16-3e037e62621b\", \"b2dc1c1c-e4be-4b3d-bbeb-38a34ca2aa73\", \"58dc8b99-b088-4f00-8b80-154bbbc3e87e\", \"f5aba0fa-3979-4c9d-9b66-fb9c284f8bde\"], \"total_duration\": 469.0, \"total_sessions\": 5, \"mean_week_duration\": 2.522}, \"25703\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-06-05 19:26:19.000000+00:00\", \"2019-02-20 19:54:23.000000+00:00\"], \"session_ids\": [\"8f5add88-cf3a-4ecc-8800-1c95b404965d\", \"d589afd6-0936-4675-96fd-6914a2d2a0ac\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 1.103}, \"33162\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-07-09 18:05:22.000000+00:00\", \"2020-12-30 12:37:22.000000+00:00\"], \"session_ids\": [\"7b020a5d-e80d-4e48-ab43-fdb12a7eba8f\", \"20b1089c-8331-4204-badf-eeeff6e7a0e2\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 6.04}, \"32550\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-06-26 02:49:20.000000+00:00\", \"2023-02-22 14:57:10.000000+00:00\", \"2020-02-27 09:42:54.000000+00:00\", \"2022-06-04 11:25:49.000000+00:00\", \"2019-08-20 04:19:05.000000+00:00\", \"2023-01-02 05:27:47.000000+00:00\", \"2020-05-15 13:11:13.000000+00:00\", \"2020-08-06 13:14:49.000000+00:00\", \"2021-10-02 23:44:50.000000+00:00\", \"2019-12-01 22:44:38.000000+00:00\", \"2019-06-09 19:37:47.000000+00:00\"], \"session_ids\": [\"186d0c18-18dc-4eb1-9c27-a8a055409f6e\", \"cb5f04ab-048d-4b4d-b66f-ebe4ca7e0a7f\", \"9e1ca4f2-cb05-41c5-b4f2-47ef3524a7cd\", \"3a56afaf-76fd-4fb0-8f4e-f4a025fe3cb8\", \"c46a9242-e384-4647-ba32-6926c742b5cf\", \"58150541-e7d2-46c6-b9ce-661c39b96a7a\", \"9f8dcb61-3df8-463b-b095-99774a92baf9\", \"edca3a34-2630-4d54-9f89-f6d401e652ca\", \"38defcfe-eac3-4fcd-8ef2-46a4b21de5cf\", \"c3a85be8-2b17-4b31-b718-06e050820645\", \"d7929c23-188d-4847-97dc-354b70f68598\"], \"total_duration\": 1278.0, \"total_sessions\": 11, \"mean_week_duration\": 6.588}, \"26583\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-11-09 05:45:17.000000+00:00\", \"2021-04-17 23:25:13.000000+00:00\"], \"session_ids\": [\"025292fb-1832-428e-a91c-22716b001277\", \"2c6c604f-5726-4f60-ba8f-ed13b307c83b\"], \"total_duration\": 419.0, \"total_sessions\": 2, \"mean_week_duration\": 13.967}, \"6083\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-10 10:40:01.000000+00:00\", \"2021-08-06 22:46:04.000000+00:00\", \"2019-08-05 00:17:08.000000+00:00\", \"2021-12-25 10:46:24.000000+00:00\", \"2021-12-18 14:04:28.000000+00:00\", \"2021-12-19 03:19:27.000000+00:00\", \"2019-11-12 02:08:53.000000+00:00\", \"2021-08-21 23:42:37.000000+00:00\", \"2020-01-16 21:41:25.000000+00:00\"], \"session_ids\": [\"ee8856b5-9741-4f63-9d7d-e3a9c016d833\", \"02109a2d-24f0-465a-b3df-2d0aab45e4e2\", \"eaddd517-2a36-4f60-9a89-b01052955988\", \"b5c45105-6815-41a5-a4d4-dacd96d1b75c\", \"224be8a1-5172-4f40-b90e-eb4037253bbb\", \"45767cee-7fbb-4506-8263-6cf8770b85a7\", \"91a99290-9f56-473d-8bd3-f4c57eeed029\", \"b2550a66-f7f7-48b6-a6f9-9e28637af885\", \"5644eefb-4a51-44f7-ad37-368e0301d0e5\"], \"total_duration\": 2545.0, \"total_sessions\": 9, \"mean_week_duration\": 19.729}, \"35834\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-05-10 17:54:50.000000+00:00\", \"2022-01-23 23:51:37.000000+00:00\"], \"session_ids\": [\"4381d501-48a0-45fb-927f-83de0b9ec6f4\", \"43b0a618-0e47-4e21-ba56-8baaf6c6d865\"], \"total_duration\": 304.0, \"total_sessions\": 2, \"mean_week_duration\": 19.0}, \"32229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-08-10 23:43:33.000000+00:00\", \"2023-04-10 13:50:45.000000+00:00\"], \"session_ids\": [\"a78b4d0c-dd61-4110-81d2-27eedefc5609\", \"c6adf812-0aab-415f-9936-a772c81c65ae\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 2.448}, \"62115\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-12-30 05:22:44.000000+00:00\", \"2021-10-05 18:59:17.000000+00:00\"], \"session_ids\": [\"cf4d973e-35ac-4d68-8ada-1e5621cb1200\", \"098a73d8-f4f2-4cd9-b8ce-5be0175d072c\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 8.538}, \"87566\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-07-13 15:44:22.000000+00:00\", \"2019-12-24 05:13:24.000000+00:00\", \"2022-01-12 08:22:01.000000+00:00\", \"2020-02-25 08:06:35.000000+00:00\", \"2022-09-17 00:25:10.000000+00:00\", \"2020-10-17 20:53:06.000000+00:00\", \"2021-05-13 13:29:56.000000+00:00\"], \"session_ids\": [\"3a25e268-fd22-4cf3-b574-54bf046d12a0\", \"6d0bfc2a-1e73-482f-8874-41040f717785\", \"9d1e7152-9f73-4ee4-8877-3a036cf17867\", \"f857d298-5e7e-4e6c-9a0b-10c5ef63de1b\", \"441430a3-6a1d-4de1-9daf-be8a8beb1bbb\", \"8b1c21bf-02a3-4ba1-82b8-77938bc0f042\", \"e4694d24-6ac3-48f2-afdc-d8e60ccf6581\"], \"total_duration\": 73.0, \"total_sessions\": 7, \"mean_week_duration\": 0.51}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or less than 3 and are equal or greater than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\", \">=\"]]}, \"all_values\": {\"total_sessions\": [[3, 5]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"25703\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-06-05 19:26:19.000000+00:00\", \"2019-02-20 19:54:23.000000+00:00\"], \"session_ids\": [\"8f5add88-cf3a-4ecc-8800-1c95b404965d\", \"d589afd6-0936-4675-96fd-6914a2d2a0ac\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 1.103}, \"33162\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-07-09 18:05:22.000000+00:00\", \"2020-12-30 12:37:22.000000+00:00\"], \"session_ids\": [\"7b020a5d-e80d-4e48-ab43-fdb12a7eba8f\", \"20b1089c-8331-4204-badf-eeeff6e7a0e2\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 6.04}, \"26583\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-11-09 05:45:17.000000+00:00\", \"2021-04-17 23:25:13.000000+00:00\"], \"session_ids\": [\"025292fb-1832-428e-a91c-22716b001277\", \"2c6c604f-5726-4f60-ba8f-ed13b307c83b\"], \"total_duration\": 419.0, \"total_sessions\": 2, \"mean_week_duration\": 13.967}, \"35834\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-05-10 17:54:50.000000+00:00\", \"2022-01-23 23:51:37.000000+00:00\"], \"session_ids\": [\"4381d501-48a0-45fb-927f-83de0b9ec6f4\", \"43b0a618-0e47-4e21-ba56-8baaf6c6d865\"], \"total_duration\": 304.0, \"total_sessions\": 2, \"mean_week_duration\": 19.0}, \"32229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-08-10 23:43:33.000000+00:00\", \"2023-04-10 13:50:45.000000+00:00\"], \"session_ids\": [\"a78b4d0c-dd61-4110-81d2-27eedefc5609\", \"c6adf812-0aab-415f-9936-a772c81c65ae\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 2.448}, \"62115\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-12-30 05:22:44.000000+00:00\", \"2021-10-05 18:59:17.000000+00:00\"], \"session_ids\": [\"cf4d973e-35ac-4d68-8ada-1e5621cb1200\", \"098a73d8-f4f2-4cd9-b8ce-5be0175d072c\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 8.538}, \"45044\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-12-30 23:29:00.000000+00:00\", \"2022-09-04 06:46:13.000000+00:00\", \"2019-05-21 15:26:30.000000+00:00\", \"2019-02-12 08:40:49.000000+00:00\", \"2020-06-01 15:13:08.000000+00:00\"], \"session_ids\": [\"cb166d27-6221-488e-81fa-233413f94f94\", \"a0b40122-d6f3-44f0-9b16-3e037e62621b\", \"b2dc1c1c-e4be-4b3d-bbeb-38a34ca2aa73\", \"58dc8b99-b088-4f00-8b80-154bbbc3e87e\", \"f5aba0fa-3979-4c9d-9b66-fb9c284f8bde\"], \"total_duration\": 469.0, \"total_sessions\": 5, \"mean_week_duration\": 2.522}, \"32550\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-06-26 02:49:20.000000+00:00\", \"2023-02-22 14:57:10.000000+00:00\", \"2020-02-27 09:42:54.000000+00:00\", \"2022-06-04 11:25:49.000000+00:00\", \"2019-08-20 04:19:05.000000+00:00\", \"2023-01-02 05:27:47.000000+00:00\", \"2020-05-15 13:11:13.000000+00:00\", \"2020-08-06 13:14:49.000000+00:00\", \"2021-10-02 23:44:50.000000+00:00\", \"2019-12-01 22:44:38.000000+00:00\", \"2019-06-09 19:37:47.000000+00:00\"], \"session_ids\": [\"186d0c18-18dc-4eb1-9c27-a8a055409f6e\", \"cb5f04ab-048d-4b4d-b66f-ebe4ca7e0a7f\", \"9e1ca4f2-cb05-41c5-b4f2-47ef3524a7cd\", \"3a56afaf-76fd-4fb0-8f4e-f4a025fe3cb8\", \"c46a9242-e384-4647-ba32-6926c742b5cf\", \"58150541-e7d2-46c6-b9ce-661c39b96a7a\", \"9f8dcb61-3df8-463b-b095-99774a92baf9\", \"edca3a34-2630-4d54-9f89-f6d401e652ca\", \"38defcfe-eac3-4fcd-8ef2-46a4b21de5cf\", \"c3a85be8-2b17-4b31-b718-06e050820645\", \"d7929c23-188d-4847-97dc-354b70f68598\"], \"total_duration\": 1278.0, \"total_sessions\": 11, \"mean_week_duration\": 6.588}, \"6083\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-10 10:40:01.000000+00:00\", \"2021-08-06 22:46:04.000000+00:00\", \"2019-08-05 00:17:08.000000+00:00\", \"2021-12-25 10:46:24.000000+00:00\", \"2021-12-18 14:04:28.000000+00:00\", \"2021-12-19 03:19:27.000000+00:00\", \"2019-11-12 02:08:53.000000+00:00\", \"2021-08-21 23:42:37.000000+00:00\", \"2020-01-16 21:41:25.000000+00:00\"], \"session_ids\": [\"ee8856b5-9741-4f63-9d7d-e3a9c016d833\", \"02109a2d-24f0-465a-b3df-2d0aab45e4e2\", \"eaddd517-2a36-4f60-9a89-b01052955988\", \"b5c45105-6815-41a5-a4d4-dacd96d1b75c\", \"224be8a1-5172-4f40-b90e-eb4037253bbb\", \"45767cee-7fbb-4506-8263-6cf8770b85a7\", \"91a99290-9f56-473d-8bd3-f4c57eeed029\", \"b2550a66-f7f7-48b6-a6f9-9e28637af885\", \"5644eefb-4a51-44f7-ad37-368e0301d0e5\"], \"total_duration\": 2545.0, \"total_sessions\": 9, \"mean_week_duration\": 19.729}, \"87566\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-07-13 15:44:22.000000+00:00\", \"2019-12-24 05:13:24.000000+00:00\", \"2022-01-12 08:22:01.000000+00:00\", \"2020-02-25 08:06:35.000000+00:00\", \"2022-09-17 00:25:10.000000+00:00\", \"2020-10-17 20:53:06.000000+00:00\", \"2021-05-13 13:29:56.000000+00:00\"], \"session_ids\": [\"3a25e268-fd22-4cf3-b574-54bf046d12a0\", \"6d0bfc2a-1e73-482f-8874-41040f717785\", \"9d1e7152-9f73-4ee4-8877-3a036cf17867\", \"f857d298-5e7e-4e6c-9a0b-10c5ef63de1b\", \"441430a3-6a1d-4de1-9daf-be8a8beb1bbb\", \"8b1c21bf-02a3-4ba1-82b8-77938bc0f042\", \"e4694d24-6ac3-48f2-afdc-d8e60ccf6581\"], \"total_duration\": 73.0, \"total_sessions\": 7, \"mean_week_duration\": 0.51}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"87566\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-07-13 15:44:22.000000+00:00\", \"2019-12-24 05:13:24.000000+00:00\", \"2022-01-12 08:22:01.000000+00:00\", \"2020-02-25 08:06:35.000000+00:00\", \"2022-09-17 00:25:10.000000+00:00\", \"2020-10-17 20:53:06.000000+00:00\", \"2021-05-13 13:29:56.000000+00:00\"], \"session_ids\": [\"3a25e268-fd22-4cf3-b574-54bf046d12a0\", \"6d0bfc2a-1e73-482f-8874-41040f717785\", \"9d1e7152-9f73-4ee4-8877-3a036cf17867\", \"f857d298-5e7e-4e6c-9a0b-10c5ef63de1b\", \"441430a3-6a1d-4de1-9daf-be8a8beb1bbb\", \"8b1c21bf-02a3-4ba1-82b8-77938bc0f042\", \"e4694d24-6ac3-48f2-afdc-d8e60ccf6581\"], \"total_duration\": 73.0, \"total_sessions\": 7, \"mean_week_duration\": 0.51}}, {\"25703\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-06-05 19:26:19.000000+00:00\", \"2019-02-20 19:54:23.000000+00:00\"], \"session_ids\": [\"8f5add88-cf3a-4ecc-8800-1c95b404965d\", \"d589afd6-0936-4675-96fd-6914a2d2a0ac\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 1.103}}, {\"32229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-08-10 23:43:33.000000+00:00\", \"2023-04-10 13:50:45.000000+00:00\"], \"session_ids\": [\"a78b4d0c-dd61-4110-81d2-27eedefc5609\", \"c6adf812-0aab-415f-9936-a772c81c65ae\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 2.448}}, {\"45044\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-12-30 23:29:00.000000+00:00\", \"2022-09-04 06:46:13.000000+00:00\", \"2019-05-21 15:26:30.000000+00:00\", \"2019-02-12 08:40:49.000000+00:00\", \"2020-06-01 15:13:08.000000+00:00\"], \"session_ids\": [\"cb166d27-6221-488e-81fa-233413f94f94\", \"a0b40122-d6f3-44f0-9b16-3e037e62621b\", \"b2dc1c1c-e4be-4b3d-bbeb-38a34ca2aa73\", \"58dc8b99-b088-4f00-8b80-154bbbc3e87e\", \"f5aba0fa-3979-4c9d-9b66-fb9c284f8bde\"], \"total_duration\": 469.0, \"total_sessions\": 5, \"mean_week_duration\": 2.522}}, {\"33162\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-07-09 18:05:22.000000+00:00\", \"2020-12-30 12:37:22.000000+00:00\"], \"session_ids\": [\"7b020a5d-e80d-4e48-ab43-fdb12a7eba8f\", \"20b1089c-8331-4204-badf-eeeff6e7a0e2\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 6.04}}, {\"32550\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-06-26 02:49:20.000000+00:00\", \"2023-02-22 14:57:10.000000+00:00\", \"2020-02-27 09:42:54.000000+00:00\", \"2022-06-04 11:25:49.000000+00:00\", \"2019-08-20 04:19:05.000000+00:00\", \"2023-01-02 05:27:47.000000+00:00\", \"2020-05-15 13:11:13.000000+00:00\", \"2020-08-06 13:14:49.000000+00:00\", \"2021-10-02 23:44:50.000000+00:00\", \"2019-12-01 22:44:38.000000+00:00\", \"2019-06-09 19:37:47.000000+00:00\"], \"session_ids\": [\"186d0c18-18dc-4eb1-9c27-a8a055409f6e\", \"cb5f04ab-048d-4b4d-b66f-ebe4ca7e0a7f\", \"9e1ca4f2-cb05-41c5-b4f2-47ef3524a7cd\", \"3a56afaf-76fd-4fb0-8f4e-f4a025fe3cb8\", \"c46a9242-e384-4647-ba32-6926c742b5cf\", \"58150541-e7d2-46c6-b9ce-661c39b96a7a\", \"9f8dcb61-3df8-463b-b095-99774a92baf9\", \"edca3a34-2630-4d54-9f89-f6d401e652ca\", \"38defcfe-eac3-4fcd-8ef2-46a4b21de5cf\", \"c3a85be8-2b17-4b31-b718-06e050820645\", \"d7929c23-188d-4847-97dc-354b70f68598\"], \"total_duration\": 1278.0, \"total_sessions\": 11, \"mean_week_duration\": 6.588}}, {\"62115\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-12-30 05:22:44.000000+00:00\", \"2021-10-05 18:59:17.000000+00:00\"], \"session_ids\": [\"cf4d973e-35ac-4d68-8ada-1e5621cb1200\", \"098a73d8-f4f2-4cd9-b8ce-5be0175d072c\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 8.538}}, {\"26583\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-11-09 05:45:17.000000+00:00\", \"2021-04-17 23:25:13.000000+00:00\"], \"session_ids\": [\"025292fb-1832-428e-a91c-22716b001277\", \"2c6c604f-5726-4f60-ba8f-ed13b307c83b\"], \"total_duration\": 419.0, \"total_sessions\": 2, \"mean_week_duration\": 13.967}}, {\"35834\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-05-10 17:54:50.000000+00:00\", \"2022-01-23 23:51:37.000000+00:00\"], \"session_ids\": [\"4381d501-48a0-45fb-927f-83de0b9ec6f4\", \"43b0a618-0e47-4e21-ba56-8baaf6c6d865\"], \"total_duration\": 304.0, \"total_sessions\": 2, \"mean_week_duration\": 19.0}}, {\"6083\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-10 10:40:01.000000+00:00\", \"2021-08-06 22:46:04.000000+00:00\", \"2019-08-05 00:17:08.000000+00:00\", \"2021-12-25 10:46:24.000000+00:00\", \"2021-12-18 14:04:28.000000+00:00\", \"2021-12-19 03:19:27.000000+00:00\", \"2019-11-12 02:08:53.000000+00:00\", \"2021-08-21 23:42:37.000000+00:00\", \"2020-01-16 21:41:25.000000+00:00\"], \"session_ids\": [\"ee8856b5-9741-4f63-9d7d-e3a9c016d833\", \"02109a2d-24f0-465a-b3df-2d0aab45e4e2\", \"eaddd517-2a36-4f60-9a89-b01052955988\", \"b5c45105-6815-41a5-a4d4-dacd96d1b75c\", \"224be8a1-5172-4f40-b90e-eb4037253bbb\", \"45767cee-7fbb-4506-8263-6cf8770b85a7\", \"91a99290-9f56-473d-8bd3-f4c57eeed029\", \"b2550a66-f7f7-48b6-a6f9-9e28637af885\", \"5644eefb-4a51-44f7-ad37-368e0301d0e5\"], \"total_duration\": 2545.0, \"total_sessions\": 9, \"mean_week_duration\": 19.729}}]\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[{\"87566\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-07-13 15:44:22.000000+00:00\", \"2019-12-24 05:13:24.000000+00:00\", \"2022-01-12 08:22:01.000000+00:00\", \"2020-02-25 08:06:35.000000+00:00\", \"2022-09-17 00:25:10.000000+00:00\", \"2020-10-17 20:53:06.000000+00:00\", \"2021-05-13 13:29:56.000000+00:00\"], \"session_ids\": [\"3a25e268-fd22-4cf3-b574-54bf046d12a0\", \"6d0bfc2a-1e73-482f-8874-41040f717785\", \"9d1e7152-9f73-4ee4-8877-3a036cf17867\", \"f857d298-5e7e-4e6c-9a0b-10c5ef63de1b\", \"441430a3-6a1d-4de1-9daf-be8a8beb1bbb\", \"8b1c21bf-02a3-4ba1-82b8-77938bc0f042\", \"e4694d24-6ac3-48f2-afdc-d8e60ccf6581\"], \"total_duration\": 73.0, \"total_sessions\": 7, \"mean_week_duration\": 0.51}}, {\"25703\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-06-05 19:26:19.000000+00:00\", \"2019-02-20 19:54:23.000000+00:00\"], \"session_ids\": [\"8f5add88-cf3a-4ecc-8800-1c95b404965d\", \"d589afd6-0936-4675-96fd-6914a2d2a0ac\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 1.103}}]\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[{\"87566\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-07-13 15:44:22.000000+00:00\", \"2019-12-24 05:13:24.000000+00:00\", \"2022-01-12 08:22:01.000000+00:00\", \"2020-02-25 08:06:35.000000+00:00\", \"2022-09-17 00:25:10.000000+00:00\", \"2020-10-17 20:53:06.000000+00:00\", \"2021-05-13 13:29:56.000000+00:00\"], \"session_ids\": [\"3a25e268-fd22-4cf3-b574-54bf046d12a0\", \"6d0bfc2a-1e73-482f-8874-41040f717785\", \"9d1e7152-9f73-4ee4-8877-3a036cf17867\", \"f857d298-5e7e-4e6c-9a0b-10c5ef63de1b\", \"441430a3-6a1d-4de1-9daf-be8a8beb1bbb\", \"8b1c21bf-02a3-4ba1-82b8-77938bc0f042\", \"e4694d24-6ac3-48f2-afdc-d8e60ccf6581\"], \"total_duration\": 73.0, \"total_sessions\": 7, \"mean_week_duration\": 0.51}}, {\"25703\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-06-05 19:26:19.000000+00:00\", \"2019-02-20 19:54:23.000000+00:00\"], \"session_ids\": [\"8f5add88-cf3a-4ecc-8800-1c95b404965d\", \"d589afd6-0936-4675-96fd-6914a2d2a0ac\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 1.103}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display to me users pieces of information who have the least value of time using the app plus put to use sorting by urban title ascendingly."
}
] |
[
{
"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{\"36427\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-03-18 18:06:13.000000+00:00\", \"2020-07-21 21:33:56.000000+00:00\", \"2022-04-23 23:40:47.000000+00:00\", \"2020-02-12 12:05:01.000000+00:00\"], \"session_ids\": [\"e65526e3-e1a4-4ebb-97c4-18ce89c4e70b\", \"dec464bb-bf27-400c-a5ef-0dd295f3c290\", \"4e94a755-1a5b-409c-97dc-768e9e2b9644\", \"ba28230f-fe9b-406c-8ced-521e24b07fae\"], \"total_duration\": 1419.0, \"total_sessions\": 4, \"mean_week_duration\": 12.339}, \"82242\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-06-11 00:41:10.000000+00:00\", \"2019-09-16 12:47:15.000000+00:00\", \"2020-05-28 10:28:20.000000+00:00\", \"2021-04-14 06:37:45.000000+00:00\", \"2021-04-18 19:10:01.000000+00:00\", \"2020-01-20 00:53:00.000000+00:00\", \"2020-07-06 21:42:59.000000+00:00\", \"2021-05-19 15:15:02.000000+00:00\", \"2021-01-31 06:33:03.000000+00:00\"], \"session_ids\": [\"d0aebacf-70f2-4ac9-8cdb-6c3ecf37977c\", \"dcf11fa7-82d4-493f-b97f-32d5cbfd329b\", \"af5ab3e1-964a-46dd-a16f-e2ee315949de\", \"d364e06c-b7ea-4e82-b2d4-ebb8777696d4\", \"1929834e-a3b2-4884-b4a8-3926bc7acb2d\", \"799d4cfd-43ff-4add-9bcb-1e23f43490bf\", \"10b88ed8-4bd7-4ee6-aa73-6e9f14249718\", \"1aa32475-e12f-4b50-b06b-1b5abc62a688\", \"e2f9993b-e000-43cc-88f4-ef383fbe9934\"], \"total_duration\": 119.0, \"total_sessions\": 9, \"mean_week_duration\": 1.167}, \"52212\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-08-30 09:34:01.000000+00:00\", \"2020-06-14 03:03:47.000000+00:00\"], \"session_ids\": [\"3a9c8bd5-b9dc-4a74-9178-adbc84dc681e\", \"f90037d4-da74-41ff-b993-546d520ad38c\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 6.19}, \"33646\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-06-14 08:52:02.000000+00:00\", \"2021-01-26 18:02:25.000000+00:00\", \"2021-07-01 13:19:17.000000+00:00\", \"2022-11-03 04:47:44.000000+00:00\", \"2021-11-04 09:45:36.000000+00:00\"], \"session_ids\": [\"5913aa79-1b1b-435f-bedf-e20742fa566e\", \"2ff6c12f-f1c5-4f20-90eb-67d50002e31a\", \"a6da7847-e8e6-41fc-96d1-4b27dee0fe6d\", \"38a52c9d-51b9-4786-9bf2-31709441a656\", \"8f9d585f-9fdf-4e67-94d7-c90779a27d34\"], \"total_duration\": 46.0, \"total_sessions\": 5, \"mean_week_duration\": 0.371}, \"89854\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-16 23:36:50.000000+00:00\", \"2022-02-12 04:02:16.000000+00:00\", \"2021-06-05 03:19:12.000000+00:00\", \"2021-09-30 13:11:31.000000+00:00\", \"2020-04-15 10:58:13.000000+00:00\"], \"session_ids\": [\"986b1295-74aa-425f-a9f0-70552afc3dc9\", \"3ecf054a-9ae9-4d43-9c0b-3cdce395203d\", \"e6e5cd7d-15bf-4623-91f2-4ca832ca6605\", \"c6d8db8c-df23-4238-97f8-702c555b7ea7\", \"5f7c7501-c510-4dce-9973-12244632ffc6\"], \"total_duration\": 2291.0, \"total_sessions\": 5, \"mean_week_duration\": 15.91}, \"17767\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-06-22 14:55:33.000000+00:00\", \"2023-05-11 09:28:27.000000+00:00\", \"2022-05-21 00:57:28.000000+00:00\", \"2019-10-18 11:15:02.000000+00:00\", \"2022-01-01 19:49:15.000000+00:00\"], \"session_ids\": [\"93cf6f7b-4fe6-4cf4-a95b-a0a565828cf7\", \"646d3945-8387-4acf-aa6d-19f54b38a814\", \"a0dddc33-3dc9-4d35-884b-597a2dba2e2f\", \"aee79879-64cc-46d4-87e0-84daacbaf50f\", \"19d312de-4ae2-4621-984d-a6ae70aef805\"], \"total_duration\": 720.0, \"total_sessions\": 5, \"mean_week_duration\": 3.75}, \"49569\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-08-18 10:11:44.000000+00:00\", \"2023-06-03 03:53:15.000000+00:00\", \"2022-06-22 18:43:30.000000+00:00\"], \"session_ids\": [\"62aab959-81fa-4c6d-bd4e-9843fbd2aed3\", \"d4be4e52-1dfe-43aa-bf7e-faa17ef5adb9\", \"db759f25-b0ed-4661-8b75-17751e051acb\"], \"total_duration\": 998.0, \"total_sessions\": 3, \"mean_week_duration\": 5.04}, \"53394\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-01-20 03:44:39.000000+00:00\", \"2019-12-25 02:39:48.000000+00:00\", \"2019-11-05 17:44:14.000000+00:00\", \"2022-07-09 22:05:24.000000+00:00\", \"2019-12-31 19:49:43.000000+00:00\", \"2019-07-31 23:58:56.000000+00:00\", \"2019-10-21 18:34:28.000000+00:00\"], \"session_ids\": [\"87f0c9a3-0def-44b8-a8d7-7ae90cf75b08\", \"f1abf89e-ec75-4b72-baeb-d893b38db92e\", \"433f4e59-66fd-4b9f-9e6b-31d2e4bcd5c5\", \"6ed20158-8bd2-4817-bea2-41ca7017164a\", \"d65a43ed-551d-48e7-8226-dc6529617756\", \"329e581e-4fda-4637-adee-a9cc33720c27\", \"a8866df2-9328-4276-bb05-569d7edb85cf\"], \"total_duration\": 4836.0, \"total_sessions\": 7, \"mean_week_duration\": 26.571}, \"95194\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-04-03 14:41:22.000000+00:00\", \"2022-06-27 19:22:37.000000+00:00\", \"2021-10-08 05:58:48.000000+00:00\", \"2021-12-18 21:47:52.000000+00:00\", \"2022-03-16 14:38:27.000000+00:00\", \"2019-04-19 13:42:26.000000+00:00\"], \"session_ids\": [\"460490f9-df39-47bc-b8bf-d7ca55bc0357\", \"79b60646-54c8-4a99-90e7-0a1bcc7836bd\", \"89e3fbdb-1e98-407c-a47a-10e309df8a6f\", \"a9bc6930-4b5b-4178-8838-2b9f3b6029d6\", \"a7ff0c57-9d22-475e-851b-d37bba7f4b5d\", \"dbbb3159-2a3f-413d-b57f-d61cc2edf342\"], \"total_duration\": 3486.0, \"total_sessions\": 6, \"mean_week_duration\": 16.841}, \"36414\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-12-31 23:28:42.000000+00:00\", \"2021-03-30 06:42:23.000000+00:00\"], \"session_ids\": [\"45062194-7581-4737-a827-c363ba2cdfa5\", \"260c0e4e-4aea-4a37-b924-00aa451268e8\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 6.092}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the lowest total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": false, \"quant_to_remain\": -1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"33646\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-06-14 08:52:02.000000+00:00\", \"2021-01-26 18:02:25.000000+00:00\", \"2021-07-01 13:19:17.000000+00:00\", \"2022-11-03 04:47:44.000000+00:00\", \"2021-11-04 09:45:36.000000+00:00\"], \"session_ids\": [\"5913aa79-1b1b-435f-bedf-e20742fa566e\", \"2ff6c12f-f1c5-4f20-90eb-67d50002e31a\", \"a6da7847-e8e6-41fc-96d1-4b27dee0fe6d\", \"38a52c9d-51b9-4786-9bf2-31709441a656\", \"8f9d585f-9fdf-4e67-94d7-c90779a27d34\"], \"total_duration\": 46.0, \"total_sessions\": 5, \"mean_week_duration\": 0.371}}, {\"82242\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-06-11 00:41:10.000000+00:00\", \"2019-09-16 12:47:15.000000+00:00\", \"2020-05-28 10:28:20.000000+00:00\", \"2021-04-14 06:37:45.000000+00:00\", \"2021-04-18 19:10:01.000000+00:00\", \"2020-01-20 00:53:00.000000+00:00\", \"2020-07-06 21:42:59.000000+00:00\", \"2021-05-19 15:15:02.000000+00:00\", \"2021-01-31 06:33:03.000000+00:00\"], \"session_ids\": [\"d0aebacf-70f2-4ac9-8cdb-6c3ecf37977c\", \"dcf11fa7-82d4-493f-b97f-32d5cbfd329b\", \"af5ab3e1-964a-46dd-a16f-e2ee315949de\", \"d364e06c-b7ea-4e82-b2d4-ebb8777696d4\", \"1929834e-a3b2-4884-b4a8-3926bc7acb2d\", \"799d4cfd-43ff-4add-9bcb-1e23f43490bf\", \"10b88ed8-4bd7-4ee6-aa73-6e9f14249718\", \"1aa32475-e12f-4b50-b06b-1b5abc62a688\", \"e2f9993b-e000-43cc-88f4-ef383fbe9934\"], \"total_duration\": 119.0, \"total_sessions\": 9, \"mean_week_duration\": 1.167}}, {\"52212\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-08-30 09:34:01.000000+00:00\", \"2020-06-14 03:03:47.000000+00:00\"], \"session_ids\": [\"3a9c8bd5-b9dc-4a74-9178-adbc84dc681e\", \"f90037d4-da74-41ff-b993-546d520ad38c\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 6.19}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"82242\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-06-11 00:41:10.000000+00:00\", \"2019-09-16 12:47:15.000000+00:00\", \"2020-05-28 10:28:20.000000+00:00\", \"2021-04-14 06:37:45.000000+00:00\", \"2021-04-18 19:10:01.000000+00:00\", \"2020-01-20 00:53:00.000000+00:00\", \"2020-07-06 21:42:59.000000+00:00\", \"2021-05-19 15:15:02.000000+00:00\", \"2021-01-31 06:33:03.000000+00:00\"], \"session_ids\": [\"d0aebacf-70f2-4ac9-8cdb-6c3ecf37977c\", \"dcf11fa7-82d4-493f-b97f-32d5cbfd329b\", \"af5ab3e1-964a-46dd-a16f-e2ee315949de\", \"d364e06c-b7ea-4e82-b2d4-ebb8777696d4\", \"1929834e-a3b2-4884-b4a8-3926bc7acb2d\", \"799d4cfd-43ff-4add-9bcb-1e23f43490bf\", \"10b88ed8-4bd7-4ee6-aa73-6e9f14249718\", \"1aa32475-e12f-4b50-b06b-1b5abc62a688\", \"e2f9993b-e000-43cc-88f4-ef383fbe9934\"], \"total_duration\": 119.0, \"total_sessions\": 9, \"mean_week_duration\": 1.167}}, {\"52212\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-08-30 09:34:01.000000+00:00\", \"2020-06-14 03:03:47.000000+00:00\"], \"session_ids\": [\"3a9c8bd5-b9dc-4a74-9178-adbc84dc681e\", \"f90037d4-da74-41ff-b993-546d520ad38c\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 6.19}}, {\"33646\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-06-14 08:52:02.000000+00:00\", \"2021-01-26 18:02:25.000000+00:00\", \"2021-07-01 13:19:17.000000+00:00\", \"2022-11-03 04:47:44.000000+00:00\", \"2021-11-04 09:45:36.000000+00:00\"], \"session_ids\": [\"5913aa79-1b1b-435f-bedf-e20742fa566e\", \"2ff6c12f-f1c5-4f20-90eb-67d50002e31a\", \"a6da7847-e8e6-41fc-96d1-4b27dee0fe6d\", \"38a52c9d-51b9-4786-9bf2-31709441a656\", \"8f9d585f-9fdf-4e67-94d7-c90779a27d34\"], \"total_duration\": 46.0, \"total_sessions\": 5, \"mean_week_duration\": 0.371}}]\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[{\"82242\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-06-11 00:41:10.000000+00:00\", \"2019-09-16 12:47:15.000000+00:00\", \"2020-05-28 10:28:20.000000+00:00\", \"2021-04-14 06:37:45.000000+00:00\", \"2021-04-18 19:10:01.000000+00:00\", \"2020-01-20 00:53:00.000000+00:00\", \"2020-07-06 21:42:59.000000+00:00\", \"2021-05-19 15:15:02.000000+00:00\", \"2021-01-31 06:33:03.000000+00:00\"], \"session_ids\": [\"d0aebacf-70f2-4ac9-8cdb-6c3ecf37977c\", \"dcf11fa7-82d4-493f-b97f-32d5cbfd329b\", \"af5ab3e1-964a-46dd-a16f-e2ee315949de\", \"d364e06c-b7ea-4e82-b2d4-ebb8777696d4\", \"1929834e-a3b2-4884-b4a8-3926bc7acb2d\", \"799d4cfd-43ff-4add-9bcb-1e23f43490bf\", \"10b88ed8-4bd7-4ee6-aa73-6e9f14249718\", \"1aa32475-e12f-4b50-b06b-1b5abc62a688\", \"e2f9993b-e000-43cc-88f4-ef383fbe9934\"], \"total_duration\": 119.0, \"total_sessions\": 9, \"mean_week_duration\": 1.167}}, {\"52212\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-08-30 09:34:01.000000+00:00\", \"2020-06-14 03:03:47.000000+00:00\"], \"session_ids\": [\"3a9c8bd5-b9dc-4a74-9178-adbc84dc681e\", \"f90037d4-da74-41ff-b993-546d520ad38c\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 6.19}}, {\"33646\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-06-14 08:52:02.000000+00:00\", \"2021-01-26 18:02:25.000000+00:00\", \"2021-07-01 13:19:17.000000+00:00\", \"2022-11-03 04:47:44.000000+00:00\", \"2021-11-04 09:45:36.000000+00:00\"], \"session_ids\": [\"5913aa79-1b1b-435f-bedf-e20742fa566e\", \"2ff6c12f-f1c5-4f20-90eb-67d50002e31a\", \"a6da7847-e8e6-41fc-96d1-4b27dee0fe6d\", \"38a52c9d-51b9-4786-9bf2-31709441a656\", \"8f9d585f-9fdf-4e67-94d7-c90779a27d34\"], \"total_duration\": 46.0, \"total_sessions\": 5, \"mean_week_duration\": 0.371}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me an information about 6 users with a total time using the app that is higher than 1323, exclusive 1323 + do sorting by total amount of duration form the lowest value to the highest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"54083\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-02-25 15:21:43.000000+00:00\", \"2022-01-26 15:58:04.000000+00:00\"], \"session_ids\": [\"bf3015f9-e8a4-4df0-be28-020e9f843d5c\", \"80ac15f3-88c7-477c-b08d-f0f3ce794807\"], \"total_duration\": 214.0, \"total_sessions\": 2, \"mean_week_duration\": 3.754}, \"83907\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-05-27 11:12:27.000000+00:00\", \"2022-12-21 09:23:18.000000+00:00\"], \"session_ids\": [\"b2ac7374-f428-4e09-8a49-e4cdfdba2cf0\", \"15b92503-3110-4945-b5b9-ea2af01edcaa\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 3.28}, \"72111\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-02-19 16:30:42.000000+00:00\", \"2021-11-29 22:45:31.000000+00:00\", \"2021-10-28 13:37:28.000000+00:00\"], \"session_ids\": [\"14914b2f-db5e-4fc3-929b-a328332cc275\", \"3e74be3b-0d09-4d28-836f-8635b740b68b\", \"58dd2c1d-d91a-4b6d-8cdc-933747be4201\"], \"total_duration\": 751.0, \"total_sessions\": 3, \"mean_week_duration\": 10.884}, \"94291\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-11-10 06:11:08.000000+00:00\", \"2021-07-25 20:10:33.000000+00:00\", \"2019-12-23 00:50:08.000000+00:00\", \"2022-09-15 18:59:43.000000+00:00\", \"2021-07-14 22:07:32.000000+00:00\", \"2020-11-29 18:32:45.000000+00:00\", \"2020-06-09 07:46:23.000000+00:00\", \"2021-03-05 05:09:05.000000+00:00\", \"2019-04-07 13:48:51.000000+00:00\", \"2021-12-19 10:43:16.000000+00:00\"], \"session_ids\": [\"0cbedfe2-ee2e-4c51-8522-b08167a8d3b6\", \"7850a60c-afbe-48ff-b0d9-c330ebe7ed8d\", \"76a4b885-d0f5-4e02-8a51-114b0d1f8773\", \"aa4b9a85-bb81-4f90-89cf-19e474fce67f\", \"8c22ecd7-8fcd-476e-8ba6-455a363aa226\", \"bb6125ec-5aa2-43c6-b9c0-6a155c13a97e\", \"a181054d-4c7e-4f54-8eeb-52f3b0bcc413\", \"37cd84f9-1dc0-4c6c-b24b-5b34996ff892\", \"90469345-8949-4211-8c01-b56a2a24ab8b\", \"cd801141-ef4a-4425-a6c4-bb21144b1a50\"], \"total_duration\": 5518.0, \"total_sessions\": 10, \"mean_week_duration\": 30.656}, \"59788\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2021-07-15 15:58:28.000000+00:00\", \"2020-03-08 08:12:10.000000+00:00\"], \"session_ids\": [\"f0cbe893-ef99-4387-bc34-c2c9ab04bbd1\", \"f2144bc8-7ced-419e-9c77-8714895a2ac9\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 2.056}, \"4390\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-04-19 15:37:29.000000+00:00\", \"2021-03-07 01:12:05.000000+00:00\", \"2019-04-08 09:41:20.000000+00:00\"], \"session_ids\": [\"47c1a745-4e91-473c-b047-d9823c635f33\", \"ea926fc8-b963-4d1b-b5ab-ec49eda74f08\", \"a5cc3842-848c-4b1d-9bfa-241db0eab8b6\"], \"total_duration\": 871.0, \"total_sessions\": 3, \"mean_week_duration\": 5.478}, \"77769\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-05-05 10:26:00.000000+00:00\", \"2020-07-22 18:26:33.000000+00:00\"], \"session_ids\": [\"34b56be5-ccd7-48b6-a6e5-9ac55d51c01c\", \"19b294b6-e4e6-4086-a8d3-1a258675e252\"], \"total_duration\": 239.0, \"total_sessions\": 2, \"mean_week_duration\": 5.829}, \"56088\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-05-07 15:31:51.000000+00:00\", \"2021-05-18 21:18:44.000000+00:00\"], \"session_ids\": [\"8a66e82c-d898-467b-95c6-bcfe52e17b1f\", \"7942a2f5-c0b6-4dc2-b6ee-1ebae0f94998\"], \"total_duration\": 380.0, \"total_sessions\": 2, \"mean_week_duration\": 190.0}, \"36076\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-29 00:38:03.000000+00:00\", \"2023-05-30 09:20:30.000000+00:00\", \"2022-12-15 12:02:35.000000+00:00\", \"2021-11-11 23:14:25.000000+00:00\", \"2019-11-27 16:09:49.000000+00:00\"], \"session_ids\": [\"b085883c-c0c2-4975-b788-2243100b44b5\", \"f57924db-d8e1-4b4b-9150-0b83f763fcbc\", \"57912048-a270-4cca-aee7-7759dc1926d6\", \"34d0327b-15db-4baa-9d17-366ea2c77a49\", \"3cca2f43-9b63-446f-8026-4717e21d09be\"], \"total_duration\": 2149.0, \"total_sessions\": 5, \"mean_week_duration\": 11.743}, \"96830\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-06-04 23:58:12.000000+00:00\", \"2023-02-19 05:48:10.000000+00:00\", \"2022-01-26 16:58:38.000000+00:00\"], \"session_ids\": [\"8f22e63a-91da-4891-aa15-0670981bfc5a\", \"edb83c7f-a5bd-414b-92b6-1dd70368df73\", \"44baa1a6-457c-4e24-945e-5514a05158aa\"], \"total_duration\": 305.0, \"total_sessions\": 3, \"mean_week_duration\": 3.389}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are greater than 1323"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\"]]}, \"all_values\": {\"total_duration\": [[1323, 2832]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"94291\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-11-10 06:11:08.000000+00:00\", \"2021-07-25 20:10:33.000000+00:00\", \"2019-12-23 00:50:08.000000+00:00\", \"2022-09-15 18:59:43.000000+00:00\", \"2021-07-14 22:07:32.000000+00:00\", \"2020-11-29 18:32:45.000000+00:00\", \"2020-06-09 07:46:23.000000+00:00\", \"2021-03-05 05:09:05.000000+00:00\", \"2019-04-07 13:48:51.000000+00:00\", \"2021-12-19 10:43:16.000000+00:00\"], \"session_ids\": [\"0cbedfe2-ee2e-4c51-8522-b08167a8d3b6\", \"7850a60c-afbe-48ff-b0d9-c330ebe7ed8d\", \"76a4b885-d0f5-4e02-8a51-114b0d1f8773\", \"aa4b9a85-bb81-4f90-89cf-19e474fce67f\", \"8c22ecd7-8fcd-476e-8ba6-455a363aa226\", \"bb6125ec-5aa2-43c6-b9c0-6a155c13a97e\", \"a181054d-4c7e-4f54-8eeb-52f3b0bcc413\", \"37cd84f9-1dc0-4c6c-b24b-5b34996ff892\", \"90469345-8949-4211-8c01-b56a2a24ab8b\", \"cd801141-ef4a-4425-a6c4-bb21144b1a50\"], \"total_duration\": 5518.0, \"total_sessions\": 10, \"mean_week_duration\": 30.656}, \"36076\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-29 00:38:03.000000+00:00\", \"2023-05-30 09:20:30.000000+00:00\", \"2022-12-15 12:02:35.000000+00:00\", \"2021-11-11 23:14:25.000000+00:00\", \"2019-11-27 16:09:49.000000+00:00\"], \"session_ids\": [\"b085883c-c0c2-4975-b788-2243100b44b5\", \"f57924db-d8e1-4b4b-9150-0b83f763fcbc\", \"57912048-a270-4cca-aee7-7759dc1926d6\", \"34d0327b-15db-4baa-9d17-366ea2c77a49\", \"3cca2f43-9b63-446f-8026-4717e21d09be\"], \"total_duration\": 2149.0, \"total_sessions\": 5, \"mean_week_duration\": 11.743}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"36076\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-29 00:38:03.000000+00:00\", \"2023-05-30 09:20:30.000000+00:00\", \"2022-12-15 12:02:35.000000+00:00\", \"2021-11-11 23:14:25.000000+00:00\", \"2019-11-27 16:09:49.000000+00:00\"], \"session_ids\": [\"b085883c-c0c2-4975-b788-2243100b44b5\", \"f57924db-d8e1-4b4b-9150-0b83f763fcbc\", \"57912048-a270-4cca-aee7-7759dc1926d6\", \"34d0327b-15db-4baa-9d17-366ea2c77a49\", \"3cca2f43-9b63-446f-8026-4717e21d09be\"], \"total_duration\": 2149.0, \"total_sessions\": 5, \"mean_week_duration\": 11.743}}, {\"94291\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-11-10 06:11:08.000000+00:00\", \"2021-07-25 20:10:33.000000+00:00\", \"2019-12-23 00:50:08.000000+00:00\", \"2022-09-15 18:59:43.000000+00:00\", \"2021-07-14 22:07:32.000000+00:00\", \"2020-11-29 18:32:45.000000+00:00\", \"2020-06-09 07:46:23.000000+00:00\", \"2021-03-05 05:09:05.000000+00:00\", \"2019-04-07 13:48:51.000000+00:00\", \"2021-12-19 10:43:16.000000+00:00\"], \"session_ids\": [\"0cbedfe2-ee2e-4c51-8522-b08167a8d3b6\", \"7850a60c-afbe-48ff-b0d9-c330ebe7ed8d\", \"76a4b885-d0f5-4e02-8a51-114b0d1f8773\", \"aa4b9a85-bb81-4f90-89cf-19e474fce67f\", \"8c22ecd7-8fcd-476e-8ba6-455a363aa226\", \"bb6125ec-5aa2-43c6-b9c0-6a155c13a97e\", \"a181054d-4c7e-4f54-8eeb-52f3b0bcc413\", \"37cd84f9-1dc0-4c6c-b24b-5b34996ff892\", \"90469345-8949-4211-8c01-b56a2a24ab8b\", \"cd801141-ef4a-4425-a6c4-bb21144b1a50\"], \"total_duration\": 5518.0, \"total_sessions\": 10, \"mean_week_duration\": 30.656}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 6 entries and remove 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[{\"36076\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-29 00:38:03.000000+00:00\", \"2023-05-30 09:20:30.000000+00:00\", \"2022-12-15 12:02:35.000000+00:00\", \"2021-11-11 23:14:25.000000+00:00\", \"2019-11-27 16:09:49.000000+00:00\"], \"session_ids\": [\"b085883c-c0c2-4975-b788-2243100b44b5\", \"f57924db-d8e1-4b4b-9150-0b83f763fcbc\", \"57912048-a270-4cca-aee7-7759dc1926d6\", \"34d0327b-15db-4baa-9d17-366ea2c77a49\", \"3cca2f43-9b63-446f-8026-4717e21d09be\"], \"total_duration\": 2149.0, \"total_sessions\": 5, \"mean_week_duration\": 11.743}}, {\"94291\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-11-10 06:11:08.000000+00:00\", \"2021-07-25 20:10:33.000000+00:00\", \"2019-12-23 00:50:08.000000+00:00\", \"2022-09-15 18:59:43.000000+00:00\", \"2021-07-14 22:07:32.000000+00:00\", \"2020-11-29 18:32:45.000000+00:00\", \"2020-06-09 07:46:23.000000+00:00\", \"2021-03-05 05:09:05.000000+00:00\", \"2019-04-07 13:48:51.000000+00:00\", \"2021-12-19 10:43:16.000000+00:00\"], \"session_ids\": [\"0cbedfe2-ee2e-4c51-8522-b08167a8d3b6\", \"7850a60c-afbe-48ff-b0d9-c330ebe7ed8d\", \"76a4b885-d0f5-4e02-8a51-114b0d1f8773\", \"aa4b9a85-bb81-4f90-89cf-19e474fce67f\", \"8c22ecd7-8fcd-476e-8ba6-455a363aa226\", \"bb6125ec-5aa2-43c6-b9c0-6a155c13a97e\", \"a181054d-4c7e-4f54-8eeb-52f3b0bcc413\", \"37cd84f9-1dc0-4c6c-b24b-5b34996ff892\", \"90469345-8949-4211-8c01-b56a2a24ab8b\", \"cd801141-ef4a-4425-a6c4-bb21144b1a50\"], \"total_duration\": 5518.0, \"total_sessions\": 10, \"mean_week_duration\": 30.656}}]\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[{\"36076\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-29 00:38:03.000000+00:00\", \"2023-05-30 09:20:30.000000+00:00\", \"2022-12-15 12:02:35.000000+00:00\", \"2021-11-11 23:14:25.000000+00:00\", \"2019-11-27 16:09:49.000000+00:00\"], \"session_ids\": [\"b085883c-c0c2-4975-b788-2243100b44b5\", \"f57924db-d8e1-4b4b-9150-0b83f763fcbc\", \"57912048-a270-4cca-aee7-7759dc1926d6\", \"34d0327b-15db-4baa-9d17-366ea2c77a49\", \"3cca2f43-9b63-446f-8026-4717e21d09be\"], \"total_duration\": 2149.0, \"total_sessions\": 5, \"mean_week_duration\": 11.743}}, {\"94291\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-11-10 06:11:08.000000+00:00\", \"2021-07-25 20:10:33.000000+00:00\", \"2019-12-23 00:50:08.000000+00:00\", \"2022-09-15 18:59:43.000000+00:00\", \"2021-07-14 22:07:32.000000+00:00\", \"2020-11-29 18:32:45.000000+00:00\", \"2020-06-09 07:46:23.000000+00:00\", \"2021-03-05 05:09:05.000000+00:00\", \"2019-04-07 13:48:51.000000+00:00\", \"2021-12-19 10:43:16.000000+00:00\"], \"session_ids\": [\"0cbedfe2-ee2e-4c51-8522-b08167a8d3b6\", \"7850a60c-afbe-48ff-b0d9-c330ebe7ed8d\", \"76a4b885-d0f5-4e02-8a51-114b0d1f8773\", \"aa4b9a85-bb81-4f90-89cf-19e474fce67f\", \"8c22ecd7-8fcd-476e-8ba6-455a363aa226\", \"bb6125ec-5aa2-43c6-b9c0-6a155c13a97e\", \"a181054d-4c7e-4f54-8eeb-52f3b0bcc413\", \"37cd84f9-1dc0-4c6c-b24b-5b34996ff892\", \"90469345-8949-4211-8c01-b56a2a24ab8b\", \"cd801141-ef4a-4425-a6c4-bb21144b1a50\"], \"total_duration\": 5518.0, \"total_sessions\": 10, \"mean_week_duration\": 30.656}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me regarding 2 users with a total duration amount that is above 665, exclusively , and implement sorting by overall duration of sessions 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{\"25501\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-04-05 06:15:38.000000+00:00\", \"2019-11-03 14:36:54.000000+00:00\", \"2019-07-25 04:09:05.000000+00:00\", \"2023-05-30 23:33:44.000000+00:00\", \"2022-12-26 13:40:59.000000+00:00\", \"2019-12-03 21:56:30.000000+00:00\", \"2023-01-16 20:34:08.000000+00:00\", \"2022-09-15 14:45:36.000000+00:00\"], \"session_ids\": [\"10488c55-1de5-426f-b86b-b171a34135fd\", \"09b6e1e7-3a07-4b9d-86ff-d7b0c732ea8a\", \"ebd66f90-c3ff-45fe-8e3c-b77dd2ceba73\", \"bdace975-edc5-4eb8-baae-7eb6bc6364ec\", \"6b187f2e-e05a-4821-8f1b-5b8a82cce2a4\", \"11847681-d331-40fc-94b2-9a3991116d76\", \"aa98f6b1-df57-450a-b970-d43b0074852c\", \"f99143a4-1181-4f35-bfb6-96400300de6b\"], \"total_duration\": 672.0, \"total_sessions\": 8, \"mean_week_duration\": 3.343}, \"32505\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-03-13 22:39:26.000000+00:00\", \"2019-08-11 09:48:14.000000+00:00\"], \"session_ids\": [\"56aa514e-34f4-4ff8-8f2e-1c34745f4ab6\", \"c9497756-dc6a-4ffd-a13f-a4ff10063aea\"], \"total_duration\": 299.0, \"total_sessions\": 2, \"mean_week_duration\": 13.591}, \"27544\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 7, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-15 14:32:25.000000+00:00\", \"2019-11-23 10:32:51.000000+00:00\"], \"session_ids\": [\"affbfe6f-4e6d-45b7-ac7d-b712dce0be55\", \"bc0a3c3a-e5fd-486d-b6b8-0827e5e9a3bf\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.214}, \"1479\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-07-23 07:46:57.000000+00:00\", \"2019-09-30 21:48:44.000000+00:00\", \"2019-01-26 06:38:00.000000+00:00\", \"2020-09-22 07:56:58.000000+00:00\", \"2021-10-10 03:30:59.000000+00:00\"], \"session_ids\": [\"280eb447-199c-4ab5-8372-44fd185b4046\", \"dc766670-0ed7-4bd4-b599-aad2876ff62f\", \"f4524c20-cab6-40b9-a2e9-5b5e5856caf8\", \"9b61f6bc-93e1-4c1d-bcc3-87ed71de4497\", \"9815d1b2-e3da-4e50-85ee-8c24a510839e\"], \"total_duration\": 2623.0, \"total_sessions\": 5, \"mean_week_duration\": 18.603}, \"13130\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-08 07:50:29.000000+00:00\", \"2022-07-04 08:30:17.000000+00:00\"], \"session_ids\": [\"3b4f41af-d2d4-4a32-b9b1-bad6f9621375\", \"56f79a7b-45d1-40d6-8630-c59568c08f2b\"], \"total_duration\": 391.0, \"total_sessions\": 2, \"mean_week_duration\": 2.813}, \"44231\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 7, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-08-02 09:36:37.000000+00:00\", \"2019-11-15 14:46:24.000000+00:00\"], \"session_ids\": [\"5519e9b9-2f12-4f6f-8fe6-b36765dcc2c3\", \"297e1786-1e76-4b42-868d-eadcd9497132\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"82880\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2021-01-31 18:03:02.000000+00:00\", \"2019-01-02 00:15:55.000000+00:00\"], \"session_ids\": [\"6d72bba1-4fc5-43bd-9e0a-3268cefb75b8\", \"a7694de0-52f0-4ee2-a226-ed7af3fda015\"], \"total_duration\": 231.0, \"total_sessions\": 2, \"mean_week_duration\": 2.119}, \"69217\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-01 21:32:08.000000+00:00\", \"2022-05-13 12:06:03.000000+00:00\", \"2019-06-20 13:45:43.000000+00:00\", \"2020-10-21 20:09:55.000000+00:00\", \"2019-12-23 18:55:47.000000+00:00\", \"2023-03-12 19:47:46.000000+00:00\", \"2021-09-11 16:48:44.000000+00:00\"], \"session_ids\": [\"983a11d5-b99a-4c65-9f6e-76cc52f05674\", \"d3aa355f-53a4-4e4e-a4b4-b32fbd954434\", \"52b125e3-5456-445a-a3a0-26289927a9d5\", \"28004a3c-b427-414e-8b3c-31bbc132c982\", \"b6432c00-018e-41f2-9b66-c0fb28fdbe76\", \"5cd1fa19-0cc4-4567-a622-b91812c267de\", \"aaaec698-b40e-4f13-a80f-6968699e4ddc\"], \"total_duration\": 4121.0, \"total_sessions\": 7, \"mean_week_duration\": 21.133}, \"90539\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-07-24 16:06:02.000000+00:00\", \"2021-05-02 19:02:56.000000+00:00\", \"2020-01-27 22:20:28.000000+00:00\", \"2021-09-20 11:45:32.000000+00:00\", \"2019-04-25 12:53:06.000000+00:00\", \"2019-01-02 19:09:23.000000+00:00\", \"2023-03-07 17:52:31.000000+00:00\", \"2022-11-08 21:07:56.000000+00:00\", \"2020-12-26 21:37:02.000000+00:00\"], \"session_ids\": [\"c2ce3c85-6159-4501-9d65-2d2ae3d9a09f\", \"74b07fed-967e-4fff-b71d-d36ca7c04833\", \"a84f8617-e055-44a2-97f1-ec61c81360eb\", \"89008675-feef-4f89-b641-0644e0e80a01\", \"7166af97-40e6-478e-87d2-b1ee4eb0e741\", \"4b0231d1-7a43-404f-b76b-61eabd84c47f\", \"0cd876f9-7406-41f4-96a2-2961d00a80ee\", \"671260c4-cba6-40f6-b863-3e29a3b69c47\", \"3cfe3fea-70f0-47be-bb87-f554175e4fc1\"], \"total_duration\": 3873.0, \"total_sessions\": 9, \"mean_week_duration\": 17.766}, \"18565\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-01-05 02:34:17.000000+00:00\", \"2020-08-07 14:04:58.000000+00:00\"], \"session_ids\": [\"92036bac-db9d-49a8-8199-2513ad1f1fe3\", \"04d4f2a2-0d00-4c0d-a91f-83f058ec66d9\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 3.476}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are greater than 665"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\"]]}, \"all_values\": {\"total_duration\": [[665, 2702]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"25501\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-04-05 06:15:38.000000+00:00\", \"2019-11-03 14:36:54.000000+00:00\", \"2019-07-25 04:09:05.000000+00:00\", \"2023-05-30 23:33:44.000000+00:00\", \"2022-12-26 13:40:59.000000+00:00\", \"2019-12-03 21:56:30.000000+00:00\", \"2023-01-16 20:34:08.000000+00:00\", \"2022-09-15 14:45:36.000000+00:00\"], \"session_ids\": [\"10488c55-1de5-426f-b86b-b171a34135fd\", \"09b6e1e7-3a07-4b9d-86ff-d7b0c732ea8a\", \"ebd66f90-c3ff-45fe-8e3c-b77dd2ceba73\", \"bdace975-edc5-4eb8-baae-7eb6bc6364ec\", \"6b187f2e-e05a-4821-8f1b-5b8a82cce2a4\", \"11847681-d331-40fc-94b2-9a3991116d76\", \"aa98f6b1-df57-450a-b970-d43b0074852c\", \"f99143a4-1181-4f35-bfb6-96400300de6b\"], \"total_duration\": 672.0, \"total_sessions\": 8, \"mean_week_duration\": 3.343}, \"1479\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-07-23 07:46:57.000000+00:00\", \"2019-09-30 21:48:44.000000+00:00\", \"2019-01-26 06:38:00.000000+00:00\", \"2020-09-22 07:56:58.000000+00:00\", \"2021-10-10 03:30:59.000000+00:00\"], \"session_ids\": [\"280eb447-199c-4ab5-8372-44fd185b4046\", \"dc766670-0ed7-4bd4-b599-aad2876ff62f\", \"f4524c20-cab6-40b9-a2e9-5b5e5856caf8\", \"9b61f6bc-93e1-4c1d-bcc3-87ed71de4497\", \"9815d1b2-e3da-4e50-85ee-8c24a510839e\"], \"total_duration\": 2623.0, \"total_sessions\": 5, \"mean_week_duration\": 18.603}, \"69217\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-01 21:32:08.000000+00:00\", \"2022-05-13 12:06:03.000000+00:00\", \"2019-06-20 13:45:43.000000+00:00\", \"2020-10-21 20:09:55.000000+00:00\", \"2019-12-23 18:55:47.000000+00:00\", \"2023-03-12 19:47:46.000000+00:00\", \"2021-09-11 16:48:44.000000+00:00\"], \"session_ids\": [\"983a11d5-b99a-4c65-9f6e-76cc52f05674\", \"d3aa355f-53a4-4e4e-a4b4-b32fbd954434\", \"52b125e3-5456-445a-a3a0-26289927a9d5\", \"28004a3c-b427-414e-8b3c-31bbc132c982\", \"b6432c00-018e-41f2-9b66-c0fb28fdbe76\", \"5cd1fa19-0cc4-4567-a622-b91812c267de\", \"aaaec698-b40e-4f13-a80f-6968699e4ddc\"], \"total_duration\": 4121.0, \"total_sessions\": 7, \"mean_week_duration\": 21.133}, \"90539\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-07-24 16:06:02.000000+00:00\", \"2021-05-02 19:02:56.000000+00:00\", \"2020-01-27 22:20:28.000000+00:00\", \"2021-09-20 11:45:32.000000+00:00\", \"2019-04-25 12:53:06.000000+00:00\", \"2019-01-02 19:09:23.000000+00:00\", \"2023-03-07 17:52:31.000000+00:00\", \"2022-11-08 21:07:56.000000+00:00\", \"2020-12-26 21:37:02.000000+00:00\"], \"session_ids\": [\"c2ce3c85-6159-4501-9d65-2d2ae3d9a09f\", \"74b07fed-967e-4fff-b71d-d36ca7c04833\", \"a84f8617-e055-44a2-97f1-ec61c81360eb\", \"89008675-feef-4f89-b641-0644e0e80a01\", \"7166af97-40e6-478e-87d2-b1ee4eb0e741\", \"4b0231d1-7a43-404f-b76b-61eabd84c47f\", \"0cd876f9-7406-41f4-96a2-2961d00a80ee\", \"671260c4-cba6-40f6-b863-3e29a3b69c47\", \"3cfe3fea-70f0-47be-bb87-f554175e4fc1\"], \"total_duration\": 3873.0, \"total_sessions\": 9, \"mean_week_duration\": 17.766}}\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[{\"25501\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-04-05 06:15:38.000000+00:00\", \"2019-11-03 14:36:54.000000+00:00\", \"2019-07-25 04:09:05.000000+00:00\", \"2023-05-30 23:33:44.000000+00:00\", \"2022-12-26 13:40:59.000000+00:00\", \"2019-12-03 21:56:30.000000+00:00\", \"2023-01-16 20:34:08.000000+00:00\", \"2022-09-15 14:45:36.000000+00:00\"], \"session_ids\": [\"10488c55-1de5-426f-b86b-b171a34135fd\", \"09b6e1e7-3a07-4b9d-86ff-d7b0c732ea8a\", \"ebd66f90-c3ff-45fe-8e3c-b77dd2ceba73\", \"bdace975-edc5-4eb8-baae-7eb6bc6364ec\", \"6b187f2e-e05a-4821-8f1b-5b8a82cce2a4\", \"11847681-d331-40fc-94b2-9a3991116d76\", \"aa98f6b1-df57-450a-b970-d43b0074852c\", \"f99143a4-1181-4f35-bfb6-96400300de6b\"], \"total_duration\": 672.0, \"total_sessions\": 8, \"mean_week_duration\": 3.343}}, {\"90539\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-07-24 16:06:02.000000+00:00\", \"2021-05-02 19:02:56.000000+00:00\", \"2020-01-27 22:20:28.000000+00:00\", \"2021-09-20 11:45:32.000000+00:00\", \"2019-04-25 12:53:06.000000+00:00\", \"2019-01-02 19:09:23.000000+00:00\", \"2023-03-07 17:52:31.000000+00:00\", \"2022-11-08 21:07:56.000000+00:00\", \"2020-12-26 21:37:02.000000+00:00\"], \"session_ids\": [\"c2ce3c85-6159-4501-9d65-2d2ae3d9a09f\", \"74b07fed-967e-4fff-b71d-d36ca7c04833\", \"a84f8617-e055-44a2-97f1-ec61c81360eb\", \"89008675-feef-4f89-b641-0644e0e80a01\", \"7166af97-40e6-478e-87d2-b1ee4eb0e741\", \"4b0231d1-7a43-404f-b76b-61eabd84c47f\", \"0cd876f9-7406-41f4-96a2-2961d00a80ee\", \"671260c4-cba6-40f6-b863-3e29a3b69c47\", \"3cfe3fea-70f0-47be-bb87-f554175e4fc1\"], \"total_duration\": 3873.0, \"total_sessions\": 9, \"mean_week_duration\": 17.766}}, {\"1479\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-07-23 07:46:57.000000+00:00\", \"2019-09-30 21:48:44.000000+00:00\", \"2019-01-26 06:38:00.000000+00:00\", \"2020-09-22 07:56:58.000000+00:00\", \"2021-10-10 03:30:59.000000+00:00\"], \"session_ids\": [\"280eb447-199c-4ab5-8372-44fd185b4046\", \"dc766670-0ed7-4bd4-b599-aad2876ff62f\", \"f4524c20-cab6-40b9-a2e9-5b5e5856caf8\", \"9b61f6bc-93e1-4c1d-bcc3-87ed71de4497\", \"9815d1b2-e3da-4e50-85ee-8c24a510839e\"], \"total_duration\": 2623.0, \"total_sessions\": 5, \"mean_week_duration\": 18.603}}, {\"69217\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-01 21:32:08.000000+00:00\", \"2022-05-13 12:06:03.000000+00:00\", \"2019-06-20 13:45:43.000000+00:00\", \"2020-10-21 20:09:55.000000+00:00\", \"2019-12-23 18:55:47.000000+00:00\", \"2023-03-12 19:47:46.000000+00:00\", \"2021-09-11 16:48:44.000000+00:00\"], \"session_ids\": [\"983a11d5-b99a-4c65-9f6e-76cc52f05674\", \"d3aa355f-53a4-4e4e-a4b4-b32fbd954434\", \"52b125e3-5456-445a-a3a0-26289927a9d5\", \"28004a3c-b427-414e-8b3c-31bbc132c982\", \"b6432c00-018e-41f2-9b66-c0fb28fdbe76\", \"5cd1fa19-0cc4-4567-a622-b91812c267de\", \"aaaec698-b40e-4f13-a80f-6968699e4ddc\"], \"total_duration\": 4121.0, \"total_sessions\": 7, \"mean_week_duration\": 21.133}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"25501\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-04-05 06:15:38.000000+00:00\", \"2019-11-03 14:36:54.000000+00:00\", \"2019-07-25 04:09:05.000000+00:00\", \"2023-05-30 23:33:44.000000+00:00\", \"2022-12-26 13:40:59.000000+00:00\", \"2019-12-03 21:56:30.000000+00:00\", \"2023-01-16 20:34:08.000000+00:00\", \"2022-09-15 14:45:36.000000+00:00\"], \"session_ids\": [\"10488c55-1de5-426f-b86b-b171a34135fd\", \"09b6e1e7-3a07-4b9d-86ff-d7b0c732ea8a\", \"ebd66f90-c3ff-45fe-8e3c-b77dd2ceba73\", \"bdace975-edc5-4eb8-baae-7eb6bc6364ec\", \"6b187f2e-e05a-4821-8f1b-5b8a82cce2a4\", \"11847681-d331-40fc-94b2-9a3991116d76\", \"aa98f6b1-df57-450a-b970-d43b0074852c\", \"f99143a4-1181-4f35-bfb6-96400300de6b\"], \"total_duration\": 672.0, \"total_sessions\": 8, \"mean_week_duration\": 3.343}}, {\"90539\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-07-24 16:06:02.000000+00:00\", \"2021-05-02 19:02:56.000000+00:00\", \"2020-01-27 22:20:28.000000+00:00\", \"2021-09-20 11:45:32.000000+00:00\", \"2019-04-25 12:53:06.000000+00:00\", \"2019-01-02 19:09:23.000000+00:00\", \"2023-03-07 17:52:31.000000+00:00\", \"2022-11-08 21:07:56.000000+00:00\", \"2020-12-26 21:37:02.000000+00:00\"], \"session_ids\": [\"c2ce3c85-6159-4501-9d65-2d2ae3d9a09f\", \"74b07fed-967e-4fff-b71d-d36ca7c04833\", \"a84f8617-e055-44a2-97f1-ec61c81360eb\", \"89008675-feef-4f89-b641-0644e0e80a01\", \"7166af97-40e6-478e-87d2-b1ee4eb0e741\", \"4b0231d1-7a43-404f-b76b-61eabd84c47f\", \"0cd876f9-7406-41f4-96a2-2961d00a80ee\", \"671260c4-cba6-40f6-b863-3e29a3b69c47\", \"3cfe3fea-70f0-47be-bb87-f554175e4fc1\"], \"total_duration\": 3873.0, \"total_sessions\": 9, \"mean_week_duration\": 17.766}}]\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[{\"25501\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-04-05 06:15:38.000000+00:00\", \"2019-11-03 14:36:54.000000+00:00\", \"2019-07-25 04:09:05.000000+00:00\", \"2023-05-30 23:33:44.000000+00:00\", \"2022-12-26 13:40:59.000000+00:00\", \"2019-12-03 21:56:30.000000+00:00\", \"2023-01-16 20:34:08.000000+00:00\", \"2022-09-15 14:45:36.000000+00:00\"], \"session_ids\": [\"10488c55-1de5-426f-b86b-b171a34135fd\", \"09b6e1e7-3a07-4b9d-86ff-d7b0c732ea8a\", \"ebd66f90-c3ff-45fe-8e3c-b77dd2ceba73\", \"bdace975-edc5-4eb8-baae-7eb6bc6364ec\", \"6b187f2e-e05a-4821-8f1b-5b8a82cce2a4\", \"11847681-d331-40fc-94b2-9a3991116d76\", \"aa98f6b1-df57-450a-b970-d43b0074852c\", \"f99143a4-1181-4f35-bfb6-96400300de6b\"], \"total_duration\": 672.0, \"total_sessions\": 8, \"mean_week_duration\": 3.343}}, {\"90539\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-07-24 16:06:02.000000+00:00\", \"2021-05-02 19:02:56.000000+00:00\", \"2020-01-27 22:20:28.000000+00:00\", \"2021-09-20 11:45:32.000000+00:00\", \"2019-04-25 12:53:06.000000+00:00\", \"2019-01-02 19:09:23.000000+00:00\", \"2023-03-07 17:52:31.000000+00:00\", \"2022-11-08 21:07:56.000000+00:00\", \"2020-12-26 21:37:02.000000+00:00\"], \"session_ids\": [\"c2ce3c85-6159-4501-9d65-2d2ae3d9a09f\", \"74b07fed-967e-4fff-b71d-d36ca7c04833\", \"a84f8617-e055-44a2-97f1-ec61c81360eb\", \"89008675-feef-4f89-b641-0644e0e80a01\", \"7166af97-40e6-478e-87d2-b1ee4eb0e741\", \"4b0231d1-7a43-404f-b76b-61eabd84c47f\", \"0cd876f9-7406-41f4-96a2-2961d00a80ee\", \"671260c4-cba6-40f6-b863-3e29a3b69c47\", \"3cfe3fea-70f0-47be-bb87-f554175e4fc1\"], \"total_duration\": 3873.0, \"total_sessions\": 9, \"mean_week_duration\": 17.766}}]\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 5 users who aren't inhabitants of cities Dublin, Budapest and in addition apply sorting by mean week duration ascending 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{\"97835\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-04-09 02:32:34.000000+00:00\", \"2023-05-06 00:25:13.000000+00:00\"], \"session_ids\": [\"a9e30a9a-424c-4fca-bd8f-4d6794cc345c\", \"9eff37e2-5914-441d-8c08-8b29b6900644\"], \"total_duration\": 221.0, \"total_sessions\": 2, \"mean_week_duration\": 55.25}, \"68931\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-04-04 22:55:55.000000+00:00\", \"2020-11-05 15:55:52.000000+00:00\"], \"session_ids\": [\"9ea638f1-e462-4841-a20c-f24056bb465f\", \"a63be387-edf1-451a-8f69-e7a9e55cfba5\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.243}, \"15072\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-17 15:21:10.000000+00:00\", \"2021-02-10 03:13:16.000000+00:00\", \"2020-10-02 00:09:42.000000+00:00\", \"2021-08-26 23:33:23.000000+00:00\"], \"session_ids\": [\"de54e82e-c61a-4ef7-b352-d3584e7603b3\", \"5f9aeeef-c584-4b70-8d62-2f25ca0fe27e\", \"01b0162d-48f9-49ab-93b4-c8593b30f5b4\", \"9f428ce8-bae1-47ef-80fa-64b10b42e693\"], \"total_duration\": 486.0, \"total_sessions\": 4, \"mean_week_duration\": 5.786}, \"72959\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-03-06 06:10:46.000000+00:00\", \"2023-06-26 15:17:36.000000+00:00\"], \"session_ids\": [\"d92d7663-671e-4ad4-be98-23231367976f\", \"cf2daa6b-27a5-4f21-b8ab-8f8c100034ab\"], \"total_duration\": 160.0, \"total_sessions\": 2, \"mean_week_duration\": 0.711}, \"2810\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-22 00:20:06.000000+00:00\", \"2021-04-20 17:00:34.000000+00:00\", \"2020-08-24 16:12:01.000000+00:00\"], \"session_ids\": [\"374290db-6b6f-4444-a6a4-598225377d13\", \"6338430a-33d3-4b04-aff8-79a892658026\", \"ca9065c8-c539-40a8-afa5-eded2199660c\"], \"total_duration\": 178.0, \"total_sessions\": 3, \"mean_week_duration\": 3.423}, \"34695\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-10-09 13:48:11.000000+00:00\", \"2021-02-24 15:02:06.000000+00:00\"], \"session_ids\": [\"3f000a14-fca5-4bf3-aeb1-b297e9ac3146\", \"fc1837c2-e419-43d6-bd3f-35d81e287e55\"], \"total_duration\": 460.0, \"total_sessions\": 2, \"mean_week_duration\": 6.389}, \"58962\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-09-16 03:29:56.000000+00:00\", \"2019-08-17 14:12:10.000000+00:00\"], \"session_ids\": [\"56f6a812-68d4-45dc-993b-1b428eddb3dc\", \"a5c81f88-12d9-456b-aec3-776a00c8c1b5\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 1.727}, \"71804\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-01-15 11:26:51.000000+00:00\", \"2019-05-04 00:19:59.000000+00:00\", \"2019-10-01 09:53:22.000000+00:00\"], \"session_ids\": [\"7b3a40ef-2ad0-417a-9b04-8d21e82f3b5a\", \"22bf2783-4702-4814-83de-af806cd7fa9e\", \"f65790c2-2391-4d37-8e43-598bd94c0a95\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.649}, \"11789\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-04-03 02:50:41.000000+00:00\", \"2019-04-16 00:24:57.000000+00:00\", \"2021-01-11 08:53:07.000000+00:00\", \"2022-09-14 09:52:28.000000+00:00\", \"2019-01-02 07:05:30.000000+00:00\"], \"session_ids\": [\"f7fc5584-9c43-4361-ad68-6e8054a7efcf\", \"5173b5b1-3fb0-4d16-b6ff-62da645f1dbe\", \"216520ba-de99-4a8b-a690-c62d8b9ae1e8\", \"0bcd8bcd-3168-4d65-a34e-dcd317a0f646\", \"f1652e83-ef79-4ceb-9940-acff879740a8\"], \"total_duration\": 273.0, \"total_sessions\": 5, \"mean_week_duration\": 1.415}, \"48936\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-04-28 01:52:03.000000+00:00\", \"2019-03-16 08:09:31.000000+00:00\"], \"session_ids\": [\"b5801f7c-bc6b-43ed-9df3-8fde3e184492\", \"8a5e6189-cf15-4e0e-8f30-f363aec6ecac\"], \"total_duration\": 285.0, \"total_sessions\": 2, \"mean_week_duration\": 2.568}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not Dublin, Budapest"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Dublin\", \"Budapest\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"97835\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-04-09 02:32:34.000000+00:00\", \"2023-05-06 00:25:13.000000+00:00\"], \"session_ids\": [\"a9e30a9a-424c-4fca-bd8f-4d6794cc345c\", \"9eff37e2-5914-441d-8c08-8b29b6900644\"], \"total_duration\": 221.0, \"total_sessions\": 2, \"mean_week_duration\": 55.25}, \"68931\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-04-04 22:55:55.000000+00:00\", \"2020-11-05 15:55:52.000000+00:00\"], \"session_ids\": [\"9ea638f1-e462-4841-a20c-f24056bb465f\", \"a63be387-edf1-451a-8f69-e7a9e55cfba5\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.243}, \"15072\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-17 15:21:10.000000+00:00\", \"2021-02-10 03:13:16.000000+00:00\", \"2020-10-02 00:09:42.000000+00:00\", \"2021-08-26 23:33:23.000000+00:00\"], \"session_ids\": [\"de54e82e-c61a-4ef7-b352-d3584e7603b3\", \"5f9aeeef-c584-4b70-8d62-2f25ca0fe27e\", \"01b0162d-48f9-49ab-93b4-c8593b30f5b4\", \"9f428ce8-bae1-47ef-80fa-64b10b42e693\"], \"total_duration\": 486.0, \"total_sessions\": 4, \"mean_week_duration\": 5.786}, \"72959\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-03-06 06:10:46.000000+00:00\", \"2023-06-26 15:17:36.000000+00:00\"], \"session_ids\": [\"d92d7663-671e-4ad4-be98-23231367976f\", \"cf2daa6b-27a5-4f21-b8ab-8f8c100034ab\"], \"total_duration\": 160.0, \"total_sessions\": 2, \"mean_week_duration\": 0.711}, \"2810\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-22 00:20:06.000000+00:00\", \"2021-04-20 17:00:34.000000+00:00\", \"2020-08-24 16:12:01.000000+00:00\"], \"session_ids\": [\"374290db-6b6f-4444-a6a4-598225377d13\", \"6338430a-33d3-4b04-aff8-79a892658026\", \"ca9065c8-c539-40a8-afa5-eded2199660c\"], \"total_duration\": 178.0, \"total_sessions\": 3, \"mean_week_duration\": 3.423}, \"34695\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-10-09 13:48:11.000000+00:00\", \"2021-02-24 15:02:06.000000+00:00\"], \"session_ids\": [\"3f000a14-fca5-4bf3-aeb1-b297e9ac3146\", \"fc1837c2-e419-43d6-bd3f-35d81e287e55\"], \"total_duration\": 460.0, \"total_sessions\": 2, \"mean_week_duration\": 6.389}, \"58962\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-09-16 03:29:56.000000+00:00\", \"2019-08-17 14:12:10.000000+00:00\"], \"session_ids\": [\"56f6a812-68d4-45dc-993b-1b428eddb3dc\", \"a5c81f88-12d9-456b-aec3-776a00c8c1b5\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 1.727}, \"71804\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-01-15 11:26:51.000000+00:00\", \"2019-05-04 00:19:59.000000+00:00\", \"2019-10-01 09:53:22.000000+00:00\"], \"session_ids\": [\"7b3a40ef-2ad0-417a-9b04-8d21e82f3b5a\", \"22bf2783-4702-4814-83de-af806cd7fa9e\", \"f65790c2-2391-4d37-8e43-598bd94c0a95\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.649}, \"11789\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-04-03 02:50:41.000000+00:00\", \"2019-04-16 00:24:57.000000+00:00\", \"2021-01-11 08:53:07.000000+00:00\", \"2022-09-14 09:52:28.000000+00:00\", \"2019-01-02 07:05:30.000000+00:00\"], \"session_ids\": [\"f7fc5584-9c43-4361-ad68-6e8054a7efcf\", \"5173b5b1-3fb0-4d16-b6ff-62da645f1dbe\", \"216520ba-de99-4a8b-a690-c62d8b9ae1e8\", \"0bcd8bcd-3168-4d65-a34e-dcd317a0f646\", \"f1652e83-ef79-4ceb-9940-acff879740a8\"], \"total_duration\": 273.0, \"total_sessions\": 5, \"mean_week_duration\": 1.415}, \"48936\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-04-28 01:52:03.000000+00:00\", \"2019-03-16 08:09:31.000000+00:00\"], \"session_ids\": [\"b5801f7c-bc6b-43ed-9df3-8fde3e184492\", \"8a5e6189-cf15-4e0e-8f30-f363aec6ecac\"], \"total_duration\": 285.0, \"total_sessions\": 2, \"mean_week_duration\": 2.568}}\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[{\"68931\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-04-04 22:55:55.000000+00:00\", \"2020-11-05 15:55:52.000000+00:00\"], \"session_ids\": [\"9ea638f1-e462-4841-a20c-f24056bb465f\", \"a63be387-edf1-451a-8f69-e7a9e55cfba5\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.243}}, {\"71804\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-01-15 11:26:51.000000+00:00\", \"2019-05-04 00:19:59.000000+00:00\", \"2019-10-01 09:53:22.000000+00:00\"], \"session_ids\": [\"7b3a40ef-2ad0-417a-9b04-8d21e82f3b5a\", \"22bf2783-4702-4814-83de-af806cd7fa9e\", \"f65790c2-2391-4d37-8e43-598bd94c0a95\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.649}}, {\"72959\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-03-06 06:10:46.000000+00:00\", \"2023-06-26 15:17:36.000000+00:00\"], \"session_ids\": [\"d92d7663-671e-4ad4-be98-23231367976f\", \"cf2daa6b-27a5-4f21-b8ab-8f8c100034ab\"], \"total_duration\": 160.0, \"total_sessions\": 2, \"mean_week_duration\": 0.711}}, {\"11789\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-04-03 02:50:41.000000+00:00\", \"2019-04-16 00:24:57.000000+00:00\", \"2021-01-11 08:53:07.000000+00:00\", \"2022-09-14 09:52:28.000000+00:00\", \"2019-01-02 07:05:30.000000+00:00\"], \"session_ids\": [\"f7fc5584-9c43-4361-ad68-6e8054a7efcf\", \"5173b5b1-3fb0-4d16-b6ff-62da645f1dbe\", \"216520ba-de99-4a8b-a690-c62d8b9ae1e8\", \"0bcd8bcd-3168-4d65-a34e-dcd317a0f646\", \"f1652e83-ef79-4ceb-9940-acff879740a8\"], \"total_duration\": 273.0, \"total_sessions\": 5, \"mean_week_duration\": 1.415}}, {\"58962\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-09-16 03:29:56.000000+00:00\", \"2019-08-17 14:12:10.000000+00:00\"], \"session_ids\": [\"56f6a812-68d4-45dc-993b-1b428eddb3dc\", \"a5c81f88-12d9-456b-aec3-776a00c8c1b5\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 1.727}}, {\"48936\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-04-28 01:52:03.000000+00:00\", \"2019-03-16 08:09:31.000000+00:00\"], \"session_ids\": [\"b5801f7c-bc6b-43ed-9df3-8fde3e184492\", \"8a5e6189-cf15-4e0e-8f30-f363aec6ecac\"], \"total_duration\": 285.0, \"total_sessions\": 2, \"mean_week_duration\": 2.568}}, {\"2810\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-22 00:20:06.000000+00:00\", \"2021-04-20 17:00:34.000000+00:00\", \"2020-08-24 16:12:01.000000+00:00\"], \"session_ids\": [\"374290db-6b6f-4444-a6a4-598225377d13\", \"6338430a-33d3-4b04-aff8-79a892658026\", \"ca9065c8-c539-40a8-afa5-eded2199660c\"], \"total_duration\": 178.0, \"total_sessions\": 3, \"mean_week_duration\": 3.423}}, {\"15072\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-17 15:21:10.000000+00:00\", \"2021-02-10 03:13:16.000000+00:00\", \"2020-10-02 00:09:42.000000+00:00\", \"2021-08-26 23:33:23.000000+00:00\"], \"session_ids\": [\"de54e82e-c61a-4ef7-b352-d3584e7603b3\", \"5f9aeeef-c584-4b70-8d62-2f25ca0fe27e\", \"01b0162d-48f9-49ab-93b4-c8593b30f5b4\", \"9f428ce8-bae1-47ef-80fa-64b10b42e693\"], \"total_duration\": 486.0, \"total_sessions\": 4, \"mean_week_duration\": 5.786}}, {\"34695\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-10-09 13:48:11.000000+00:00\", \"2021-02-24 15:02:06.000000+00:00\"], \"session_ids\": [\"3f000a14-fca5-4bf3-aeb1-b297e9ac3146\", \"fc1837c2-e419-43d6-bd3f-35d81e287e55\"], \"total_duration\": 460.0, \"total_sessions\": 2, \"mean_week_duration\": 6.389}}, {\"97835\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-04-09 02:32:34.000000+00:00\", \"2023-05-06 00:25:13.000000+00:00\"], \"session_ids\": [\"a9e30a9a-424c-4fca-bd8f-4d6794cc345c\", \"9eff37e2-5914-441d-8c08-8b29b6900644\"], \"total_duration\": 221.0, \"total_sessions\": 2, \"mean_week_duration\": 55.25}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"68931\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-04-04 22:55:55.000000+00:00\", \"2020-11-05 15:55:52.000000+00:00\"], \"session_ids\": [\"9ea638f1-e462-4841-a20c-f24056bb465f\", \"a63be387-edf1-451a-8f69-e7a9e55cfba5\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.243}}, {\"71804\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-01-15 11:26:51.000000+00:00\", \"2019-05-04 00:19:59.000000+00:00\", \"2019-10-01 09:53:22.000000+00:00\"], \"session_ids\": [\"7b3a40ef-2ad0-417a-9b04-8d21e82f3b5a\", \"22bf2783-4702-4814-83de-af806cd7fa9e\", \"f65790c2-2391-4d37-8e43-598bd94c0a95\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.649}}]\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[{\"68931\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-04-04 22:55:55.000000+00:00\", \"2020-11-05 15:55:52.000000+00:00\"], \"session_ids\": [\"9ea638f1-e462-4841-a20c-f24056bb465f\", \"a63be387-edf1-451a-8f69-e7a9e55cfba5\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.243}}, {\"71804\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-01-15 11:26:51.000000+00:00\", \"2019-05-04 00:19:59.000000+00:00\", \"2019-10-01 09:53:22.000000+00:00\"], \"session_ids\": [\"7b3a40ef-2ad0-417a-9b04-8d21e82f3b5a\", \"22bf2783-4702-4814-83de-af806cd7fa9e\", \"f65790c2-2391-4d37-8e43-598bd94c0a95\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.649}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me with information about user who isn't residing in cities Oslo, Madrid, San Pedro, Paris additionaly do sorting by name of the town 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{\"92017\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-04-14 09:58:32.000000+00:00\", \"2019-09-18 08:45:58.000000+00:00\", \"2023-02-20 09:11:19.000000+00:00\"], \"session_ids\": [\"068bb234-57c8-45df-aaad-37b90cd88d0b\", \"e035b989-819d-41f8-ae1b-1005257e80fc\", \"583bb60e-1336-4151-9060-caf413a51c2f\"], \"total_duration\": 753.0, \"total_sessions\": 3, \"mean_week_duration\": 4.207}, \"65646\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-01-23 07:49:06.000000+00:00\", \"2022-04-26 10:36:38.000000+00:00\"], \"session_ids\": [\"adb36c40-2375-4a96-a82f-bf01d5fc4b1a\", \"a89020ff-d726-4e4b-9e3e-579ed87fb6ce\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 26.071}, \"79680\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-21 06:34:35.000000+00:00\", \"2020-08-16 06:47:13.000000+00:00\", \"2023-01-01 13:19:39.000000+00:00\", \"2023-03-07 21:17:53.000000+00:00\", \"2019-11-12 08:11:01.000000+00:00\"], \"session_ids\": [\"649d3260-a675-40cf-baa0-f0d0a2f7e430\", \"172206ee-e9d3-463c-8b2d-d7ef7a1175a7\", \"b7b43122-61ac-44fd-bb60-8e9909cb6e9e\", \"7b8dc8e0-defb-4a69-bad9-7eb2f309e324\", \"81d80256-1f71-47c8-ad89-36a7266684d2\"], \"total_duration\": 1821.0, \"total_sessions\": 5, \"mean_week_duration\": 10.526}, \"45400\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-09-05 02:26:12.000000+00:00\", \"2020-11-16 22:52:08.000000+00:00\", \"2022-04-15 00:36:02.000000+00:00\"], \"session_ids\": [\"bd12e55d-2cef-4698-9965-810c49244afe\", \"3f362402-0031-4112-af6c-c4548bcea238\", \"de0ad435-957c-4951-9644-1d7c1ed16b34\"], \"total_duration\": 944.0, \"total_sessions\": 3, \"mean_week_duration\": 12.757}, \"61280\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-12-22 13:08:02.000000+00:00\", \"2020-06-11 12:12:09.000000+00:00\", \"2021-02-13 20:49:40.000000+00:00\"], \"session_ids\": [\"e279ee7f-e294-4e9a-b3f0-c76e41209cb2\", \"b2921e94-4e43-4b04-84db-703a75142fb4\", \"54a7e976-f06b-4ac9-9e22-d60e7aa70785\"], \"total_duration\": 720.0, \"total_sessions\": 3, \"mean_week_duration\": 5.455}, \"56151\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-29 05:13:36.000000+00:00\", \"2021-05-19 03:04:00.000000+00:00\"], \"session_ids\": [\"979f8cf9-4ccb-4c15-adfe-6ab041ef7a2b\", \"4b70cff2-d8a8-4341-b800-e9ff31ad45c4\"], \"total_duration\": 446.0, \"total_sessions\": 2, \"mean_week_duration\": 15.929}, \"32913\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-03-12 06:27:03.000000+00:00\", \"2020-02-04 03:28:26.000000+00:00\", \"2022-04-17 12:06:11.000000+00:00\", \"2020-10-07 02:19:54.000000+00:00\", \"2020-03-16 04:51:18.000000+00:00\", \"2023-05-22 10:51:25.000000+00:00\", \"2022-02-12 23:52:00.000000+00:00\", \"2022-08-01 04:09:13.000000+00:00\"], \"session_ids\": [\"e7278159-ab61-4170-83d7-db8f88dde9c7\", \"0e7d7ad0-23d3-46d5-b20b-14430d17e1b8\", \"5cdd485a-2a8f-455b-89e8-b5b1a9533e4e\", \"04b18bb3-8bfb-4ae5-bc7b-1ac01aae37a6\", \"adeaff47-b9e4-4ac6-a5e4-8f36ed127080\", \"7c0cba5b-b9d6-4bdd-9168-4dc96c976c25\", \"8e29b90d-3e8a-43fa-9831-c0cc212677ae\", \"a64dd762-de58-45f5-90e6-33432983f96e\"], \"total_duration\": 12388.0, \"total_sessions\": 8, \"mean_week_duration\": 72.023}, \"87324\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-03-12 14:31:52.000000+00:00\", \"2019-04-19 04:31:39.000000+00:00\", \"2019-12-10 19:15:01.000000+00:00\", \"2021-01-02 04:10:41.000000+00:00\", \"2019-12-08 08:24:39.000000+00:00\", \"2019-08-20 23:20:58.000000+00:00\", \"2019-07-15 05:45:20.000000+00:00\", \"2022-01-01 14:07:33.000000+00:00\"], \"session_ids\": [\"f70bdcca-b075-4035-b293-4df2655564d6\", \"f3043929-0035-4910-9e9d-748947f66ce1\", \"e0552c2e-c64e-4dcc-94cb-82d4ec9bb539\", \"21d02c5c-6eff-4a44-a0be-5b82f7f97865\", \"e4ec0aee-0efa-46e6-bb20-b7bba3de6982\", \"f2521faa-4817-4bb7-aa1b-a7d34e4d27c6\", \"536df66b-e688-4992-85da-3121739d4e05\", \"67d5b382-e976-4ee4-a8a3-118affe7197d\"], \"total_duration\": 2097.0, \"total_sessions\": 8, \"mean_week_duration\": 14.768}, \"74783\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2020-05-21 10:35:35.000000+00:00\", \"2021-01-16 18:28:32.000000+00:00\", \"2022-04-22 13:34:54.000000+00:00\", \"2020-07-07 14:49:34.000000+00:00\", \"2021-04-28 05:08:37.000000+00:00\", \"2021-04-24 23:05:57.000000+00:00\", \"2021-02-09 00:32:32.000000+00:00\", \"2020-11-24 04:17:01.000000+00:00\", \"2019-02-10 14:43:55.000000+00:00\", \"2019-10-01 06:29:07.000000+00:00\", \"2019-10-13 12:13:47.000000+00:00\"], \"session_ids\": [\"5b539675-474c-4810-abb5-3845ff8812e7\", \"a7d14cb4-e223-43d7-9d4c-7d95d8faf7fb\", \"65c1409b-97fd-4a59-a49e-872327e36143\", \"e7763d00-8786-429f-8fb6-93e4e9e31ec3\", \"5a572c43-e2a4-4b3f-8543-1600b34efdf7\", \"85681083-665c-4cc9-87f8-def1db0464f5\", \"7ad6645b-2a20-4c6b-8a0a-2c16dc907a05\", \"2b6770cd-92f5-466e-b4e7-dd35a70f12a3\", \"e1b3452f-61db-420d-9ccb-c1fb6f4f661e\", \"61d680fb-1b70-46e9-829d-e83b9b0838dd\", \"5b9175a8-41a7-47db-b8d8-ecc9320ae99e\"], \"total_duration\": 22723.0, \"total_sessions\": 11, \"mean_week_duration\": 136.066}, \"36009\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-12-09 04:36:17.000000+00:00\", \"2022-06-25 23:30:23.000000+00:00\"], \"session_ids\": [\"c21a5663-40de-487e-90a3-9cfa69bbc63b\", \"df7c3dce-2513-40d0-bf32-2c000c9b6a12\"], \"total_duration\": 276.0, \"total_sessions\": 2, \"mean_week_duration\": 9.517}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not Oslo, Madrid, San Pedro, Parare"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Oslo\", \"Madrid\", \"San Pedro\", \"Paris\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"92017\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-04-14 09:58:32.000000+00:00\", \"2019-09-18 08:45:58.000000+00:00\", \"2023-02-20 09:11:19.000000+00:00\"], \"session_ids\": [\"068bb234-57c8-45df-aaad-37b90cd88d0b\", \"e035b989-819d-41f8-ae1b-1005257e80fc\", \"583bb60e-1336-4151-9060-caf413a51c2f\"], \"total_duration\": 753.0, \"total_sessions\": 3, \"mean_week_duration\": 4.207}, \"65646\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-01-23 07:49:06.000000+00:00\", \"2022-04-26 10:36:38.000000+00:00\"], \"session_ids\": [\"adb36c40-2375-4a96-a82f-bf01d5fc4b1a\", \"a89020ff-d726-4e4b-9e3e-579ed87fb6ce\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 26.071}, \"79680\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-21 06:34:35.000000+00:00\", \"2020-08-16 06:47:13.000000+00:00\", \"2023-01-01 13:19:39.000000+00:00\", \"2023-03-07 21:17:53.000000+00:00\", \"2019-11-12 08:11:01.000000+00:00\"], \"session_ids\": [\"649d3260-a675-40cf-baa0-f0d0a2f7e430\", \"172206ee-e9d3-463c-8b2d-d7ef7a1175a7\", \"b7b43122-61ac-44fd-bb60-8e9909cb6e9e\", \"7b8dc8e0-defb-4a69-bad9-7eb2f309e324\", \"81d80256-1f71-47c8-ad89-36a7266684d2\"], \"total_duration\": 1821.0, \"total_sessions\": 5, \"mean_week_duration\": 10.526}, \"45400\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-09-05 02:26:12.000000+00:00\", \"2020-11-16 22:52:08.000000+00:00\", \"2022-04-15 00:36:02.000000+00:00\"], \"session_ids\": [\"bd12e55d-2cef-4698-9965-810c49244afe\", \"3f362402-0031-4112-af6c-c4548bcea238\", \"de0ad435-957c-4951-9644-1d7c1ed16b34\"], \"total_duration\": 944.0, \"total_sessions\": 3, \"mean_week_duration\": 12.757}, \"56151\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-29 05:13:36.000000+00:00\", \"2021-05-19 03:04:00.000000+00:00\"], \"session_ids\": [\"979f8cf9-4ccb-4c15-adfe-6ab041ef7a2b\", \"4b70cff2-d8a8-4341-b800-e9ff31ad45c4\"], \"total_duration\": 446.0, \"total_sessions\": 2, \"mean_week_duration\": 15.929}, \"32913\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-03-12 06:27:03.000000+00:00\", \"2020-02-04 03:28:26.000000+00:00\", \"2022-04-17 12:06:11.000000+00:00\", \"2020-10-07 02:19:54.000000+00:00\", \"2020-03-16 04:51:18.000000+00:00\", \"2023-05-22 10:51:25.000000+00:00\", \"2022-02-12 23:52:00.000000+00:00\", \"2022-08-01 04:09:13.000000+00:00\"], \"session_ids\": [\"e7278159-ab61-4170-83d7-db8f88dde9c7\", \"0e7d7ad0-23d3-46d5-b20b-14430d17e1b8\", \"5cdd485a-2a8f-455b-89e8-b5b1a9533e4e\", \"04b18bb3-8bfb-4ae5-bc7b-1ac01aae37a6\", \"adeaff47-b9e4-4ac6-a5e4-8f36ed127080\", \"7c0cba5b-b9d6-4bdd-9168-4dc96c976c25\", \"8e29b90d-3e8a-43fa-9831-c0cc212677ae\", \"a64dd762-de58-45f5-90e6-33432983f96e\"], \"total_duration\": 12388.0, \"total_sessions\": 8, \"mean_week_duration\": 72.023}, \"87324\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-03-12 14:31:52.000000+00:00\", \"2019-04-19 04:31:39.000000+00:00\", \"2019-12-10 19:15:01.000000+00:00\", \"2021-01-02 04:10:41.000000+00:00\", \"2019-12-08 08:24:39.000000+00:00\", \"2019-08-20 23:20:58.000000+00:00\", \"2019-07-15 05:45:20.000000+00:00\", \"2022-01-01 14:07:33.000000+00:00\"], \"session_ids\": [\"f70bdcca-b075-4035-b293-4df2655564d6\", \"f3043929-0035-4910-9e9d-748947f66ce1\", \"e0552c2e-c64e-4dcc-94cb-82d4ec9bb539\", \"21d02c5c-6eff-4a44-a0be-5b82f7f97865\", \"e4ec0aee-0efa-46e6-bb20-b7bba3de6982\", \"f2521faa-4817-4bb7-aa1b-a7d34e4d27c6\", \"536df66b-e688-4992-85da-3121739d4e05\", \"67d5b382-e976-4ee4-a8a3-118affe7197d\"], \"total_duration\": 2097.0, \"total_sessions\": 8, \"mean_week_duration\": 14.768}, \"74783\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2020-05-21 10:35:35.000000+00:00\", \"2021-01-16 18:28:32.000000+00:00\", \"2022-04-22 13:34:54.000000+00:00\", \"2020-07-07 14:49:34.000000+00:00\", \"2021-04-28 05:08:37.000000+00:00\", \"2021-04-24 23:05:57.000000+00:00\", \"2021-02-09 00:32:32.000000+00:00\", \"2020-11-24 04:17:01.000000+00:00\", \"2019-02-10 14:43:55.000000+00:00\", \"2019-10-01 06:29:07.000000+00:00\", \"2019-10-13 12:13:47.000000+00:00\"], \"session_ids\": [\"5b539675-474c-4810-abb5-3845ff8812e7\", \"a7d14cb4-e223-43d7-9d4c-7d95d8faf7fb\", \"65c1409b-97fd-4a59-a49e-872327e36143\", \"e7763d00-8786-429f-8fb6-93e4e9e31ec3\", \"5a572c43-e2a4-4b3f-8543-1600b34efdf7\", \"85681083-665c-4cc9-87f8-def1db0464f5\", \"7ad6645b-2a20-4c6b-8a0a-2c16dc907a05\", \"2b6770cd-92f5-466e-b4e7-dd35a70f12a3\", \"e1b3452f-61db-420d-9ccb-c1fb6f4f661e\", \"61d680fb-1b70-46e9-829d-e83b9b0838dd\", \"5b9175a8-41a7-47db-b8d8-ecc9320ae99e\"], \"total_duration\": 22723.0, \"total_sessions\": 11, \"mean_week_duration\": 136.066}, \"36009\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-12-09 04:36:17.000000+00:00\", \"2022-06-25 23:30:23.000000+00:00\"], \"session_ids\": [\"c21a5663-40de-487e-90a3-9cfa69bbc63b\", \"df7c3dce-2513-40d0-bf32-2c000c9b6a12\"], \"total_duration\": 276.0, \"total_sessions\": 2, \"mean_week_duration\": 9.517}}\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[{\"45400\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-09-05 02:26:12.000000+00:00\", \"2020-11-16 22:52:08.000000+00:00\", \"2022-04-15 00:36:02.000000+00:00\"], \"session_ids\": [\"bd12e55d-2cef-4698-9965-810c49244afe\", \"3f362402-0031-4112-af6c-c4548bcea238\", \"de0ad435-957c-4951-9644-1d7c1ed16b34\"], \"total_duration\": 944.0, \"total_sessions\": 3, \"mean_week_duration\": 12.757}}, {\"32913\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-03-12 06:27:03.000000+00:00\", \"2020-02-04 03:28:26.000000+00:00\", \"2022-04-17 12:06:11.000000+00:00\", \"2020-10-07 02:19:54.000000+00:00\", \"2020-03-16 04:51:18.000000+00:00\", \"2023-05-22 10:51:25.000000+00:00\", \"2022-02-12 23:52:00.000000+00:00\", \"2022-08-01 04:09:13.000000+00:00\"], \"session_ids\": [\"e7278159-ab61-4170-83d7-db8f88dde9c7\", \"0e7d7ad0-23d3-46d5-b20b-14430d17e1b8\", \"5cdd485a-2a8f-455b-89e8-b5b1a9533e4e\", \"04b18bb3-8bfb-4ae5-bc7b-1ac01aae37a6\", \"adeaff47-b9e4-4ac6-a5e4-8f36ed127080\", \"7c0cba5b-b9d6-4bdd-9168-4dc96c976c25\", \"8e29b90d-3e8a-43fa-9831-c0cc212677ae\", \"a64dd762-de58-45f5-90e6-33432983f96e\"], \"total_duration\": 12388.0, \"total_sessions\": 8, \"mean_week_duration\": 72.023}}, {\"92017\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-04-14 09:58:32.000000+00:00\", \"2019-09-18 08:45:58.000000+00:00\", \"2023-02-20 09:11:19.000000+00:00\"], \"session_ids\": [\"068bb234-57c8-45df-aaad-37b90cd88d0b\", \"e035b989-819d-41f8-ae1b-1005257e80fc\", \"583bb60e-1336-4151-9060-caf413a51c2f\"], \"total_duration\": 753.0, \"total_sessions\": 3, \"mean_week_duration\": 4.207}}, {\"87324\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-03-12 14:31:52.000000+00:00\", \"2019-04-19 04:31:39.000000+00:00\", \"2019-12-10 19:15:01.000000+00:00\", \"2021-01-02 04:10:41.000000+00:00\", \"2019-12-08 08:24:39.000000+00:00\", \"2019-08-20 23:20:58.000000+00:00\", \"2019-07-15 05:45:20.000000+00:00\", \"2022-01-01 14:07:33.000000+00:00\"], \"session_ids\": [\"f70bdcca-b075-4035-b293-4df2655564d6\", \"f3043929-0035-4910-9e9d-748947f66ce1\", \"e0552c2e-c64e-4dcc-94cb-82d4ec9bb539\", \"21d02c5c-6eff-4a44-a0be-5b82f7f97865\", \"e4ec0aee-0efa-46e6-bb20-b7bba3de6982\", \"f2521faa-4817-4bb7-aa1b-a7d34e4d27c6\", \"536df66b-e688-4992-85da-3121739d4e05\", \"67d5b382-e976-4ee4-a8a3-118affe7197d\"], \"total_duration\": 2097.0, \"total_sessions\": 8, \"mean_week_duration\": 14.768}}, {\"65646\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-01-23 07:49:06.000000+00:00\", \"2022-04-26 10:36:38.000000+00:00\"], \"session_ids\": [\"adb36c40-2375-4a96-a82f-bf01d5fc4b1a\", \"a89020ff-d726-4e4b-9e3e-579ed87fb6ce\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 26.071}}, {\"56151\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-29 05:13:36.000000+00:00\", \"2021-05-19 03:04:00.000000+00:00\"], \"session_ids\": [\"979f8cf9-4ccb-4c15-adfe-6ab041ef7a2b\", \"4b70cff2-d8a8-4341-b800-e9ff31ad45c4\"], \"total_duration\": 446.0, \"total_sessions\": 2, \"mean_week_duration\": 15.929}}, {\"79680\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-21 06:34:35.000000+00:00\", \"2020-08-16 06:47:13.000000+00:00\", \"2023-01-01 13:19:39.000000+00:00\", \"2023-03-07 21:17:53.000000+00:00\", \"2019-11-12 08:11:01.000000+00:00\"], \"session_ids\": [\"649d3260-a675-40cf-baa0-f0d0a2f7e430\", \"172206ee-e9d3-463c-8b2d-d7ef7a1175a7\", \"b7b43122-61ac-44fd-bb60-8e9909cb6e9e\", \"7b8dc8e0-defb-4a69-bad9-7eb2f309e324\", \"81d80256-1f71-47c8-ad89-36a7266684d2\"], \"total_duration\": 1821.0, \"total_sessions\": 5, \"mean_week_duration\": 10.526}}, {\"36009\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-12-09 04:36:17.000000+00:00\", \"2022-06-25 23:30:23.000000+00:00\"], \"session_ids\": [\"c21a5663-40de-487e-90a3-9cfa69bbc63b\", \"df7c3dce-2513-40d0-bf32-2c000c9b6a12\"], \"total_duration\": 276.0, \"total_sessions\": 2, \"mean_week_duration\": 9.517}}, {\"74783\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2020-05-21 10:35:35.000000+00:00\", \"2021-01-16 18:28:32.000000+00:00\", \"2022-04-22 13:34:54.000000+00:00\", \"2020-07-07 14:49:34.000000+00:00\", \"2021-04-28 05:08:37.000000+00:00\", \"2021-04-24 23:05:57.000000+00:00\", \"2021-02-09 00:32:32.000000+00:00\", \"2020-11-24 04:17:01.000000+00:00\", \"2019-02-10 14:43:55.000000+00:00\", \"2019-10-01 06:29:07.000000+00:00\", \"2019-10-13 12:13:47.000000+00:00\"], \"session_ids\": [\"5b539675-474c-4810-abb5-3845ff8812e7\", \"a7d14cb4-e223-43d7-9d4c-7d95d8faf7fb\", \"65c1409b-97fd-4a59-a49e-872327e36143\", \"e7763d00-8786-429f-8fb6-93e4e9e31ec3\", \"5a572c43-e2a4-4b3f-8543-1600b34efdf7\", \"85681083-665c-4cc9-87f8-def1db0464f5\", \"7ad6645b-2a20-4c6b-8a0a-2c16dc907a05\", \"2b6770cd-92f5-466e-b4e7-dd35a70f12a3\", \"e1b3452f-61db-420d-9ccb-c1fb6f4f661e\", \"61d680fb-1b70-46e9-829d-e83b9b0838dd\", \"5b9175a8-41a7-47db-b8d8-ecc9320ae99e\"], \"total_duration\": 22723.0, \"total_sessions\": 11, \"mean_week_duration\": 136.066}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 1 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"45400\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-09-05 02:26:12.000000+00:00\", \"2020-11-16 22:52:08.000000+00:00\", \"2022-04-15 00:36:02.000000+00:00\"], \"session_ids\": [\"bd12e55d-2cef-4698-9965-810c49244afe\", \"3f362402-0031-4112-af6c-c4548bcea238\", \"de0ad435-957c-4951-9644-1d7c1ed16b34\"], \"total_duration\": 944.0, \"total_sessions\": 3, \"mean_week_duration\": 12.757}}]\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[{\"45400\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-09-05 02:26:12.000000+00:00\", \"2020-11-16 22:52:08.000000+00:00\", \"2022-04-15 00:36:02.000000+00:00\"], \"session_ids\": [\"bd12e55d-2cef-4698-9965-810c49244afe\", \"3f362402-0031-4112-af6c-c4548bcea238\", \"de0ad435-957c-4951-9644-1d7c1ed16b34\"], \"total_duration\": 944.0, \"total_sessions\": 3, \"mean_week_duration\": 12.757}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about users who are lowest-tier of user rankings based on total_sessions , and perform sorting by total_sessions form the highest value to the lowest value and in addition provide me only with 3 pieces of information."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"76877\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-08-01 20:11:59.000000+00:00\", \"2022-06-21 18:44:16.000000+00:00\"], \"session_ids\": [\"c685851a-c624-4b17-9393-c923e81fd3e5\", \"419710eb-5fa2-4bfb-b167-55762a6af750\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 1.273}, \"18153\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-25 04:33:27.000000+00:00\", \"2021-12-06 00:12:25.000000+00:00\", \"2019-08-12 11:31:47.000000+00:00\"], \"session_ids\": [\"3b57f161-a57a-4afa-bd24-8b5141ef6970\", \"796deb67-826a-4d5d-92ad-0e4e2983a84d\", \"cf86584a-ee9b-43a8-96ca-5bae3436c0b4\"], \"total_duration\": 36.0, \"total_sessions\": 3, \"mean_week_duration\": 0.298}, \"64195\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-08-24 03:13:03.000000+00:00\", \"2021-11-27 23:28:23.000000+00:00\", \"2023-03-28 04:48:07.000000+00:00\", \"2021-02-18 19:01:10.000000+00:00\"], \"session_ids\": [\"6254303c-2c74-4622-9484-5e51235fb6b8\", \"5a3d1c91-8ebf-49ec-9148-4be7b1f4fc83\", \"39e2c9e9-4396-48c2-8200-679c4787affe\", \"78ba2400-35e2-4135-b912-6e77590ba5ee\"], \"total_duration\": 117.0, \"total_sessions\": 4, \"mean_week_duration\": 1.064}, \"58521\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-04-12 18:35:43.000000+00:00\", \"2019-08-29 23:35:54.000000+00:00\", \"2021-06-20 08:34:40.000000+00:00\", \"2022-08-19 21:10:41.000000+00:00\", \"2022-08-26 12:03:37.000000+00:00\", \"2019-09-11 20:01:27.000000+00:00\", \"2021-12-17 05:53:09.000000+00:00\", \"2021-11-18 18:30:05.000000+00:00\", \"2019-09-05 19:41:38.000000+00:00\", \"2020-12-21 11:16:18.000000+00:00\"], \"session_ids\": [\"52ae42a7-86a3-47ab-9c6e-85c229d97490\", \"9bff38ee-39b9-4e82-b51d-165aedf5d288\", \"363017e2-8cdc-41c9-b93a-847093a88fc8\", \"f37d5705-8a3e-4c71-b108-2ebf68edc8a1\", \"d7b73e64-5af4-4c81-b025-e1ce19c2e7df\", \"c77325fc-cf61-4dd0-91de-a04b9a77d604\", \"c7d92f8a-7fd1-43b2-a81d-f1a685ee8453\", \"988202d1-ab1b-4506-8779-f3fbaa8cface\", \"232b7119-47ec-46db-b5a5-31c31b8ddb15\", \"66a05e18-ae8d-43c3-818e-76b3e60a195e\"], \"total_duration\": 26653.0, \"total_sessions\": 10, \"mean_week_duration\": 170.853}, \"74460\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-10-11 13:03:34.000000+00:00\", \"2021-02-13 23:35:25.000000+00:00\", \"2019-05-12 09:15:27.000000+00:00\", \"2023-04-09 22:40:50.000000+00:00\"], \"session_ids\": [\"37e1b66c-e065-4b21-a3a7-cdd786a9fea3\", \"c7b777cc-598b-4bdc-a00a-eb549db6fa8f\", \"e3a99fe3-265a-4cf9-995b-707c5bf5143a\", \"c3fb8ca4-0d51-44a5-9586-73257c3806e7\"], \"total_duration\": 330.0, \"total_sessions\": 4, \"mean_week_duration\": 1.618}, \"62475\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-02-13 07:35:31.000000+00:00\", \"2023-05-13 08:13:39.000000+00:00\"], \"session_ids\": [\"28d0a5bf-8961-434d-9cac-863c35465cfd\", \"65536d69-6454-4812-ae8a-39fa8be11a23\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 1.145}, \"23159\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-08 21:54:58.000000+00:00\", \"2023-01-13 16:26:20.000000+00:00\"], \"session_ids\": [\"c9154a72-e846-430f-987c-b509ac20d5ad\", \"7b3661af-61ab-4664-b60b-dcecc4369739\"], \"total_duration\": 185.0, \"total_sessions\": 2, \"mean_week_duration\": 3.491}, \"7315\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-10-01 17:46:55.000000+00:00\", \"2019-06-22 07:56:03.000000+00:00\"], \"session_ids\": [\"141a2881-79ee-46c8-8e44-0f928235ef96\", \"edaf0bfa-88de-4e14-adfe-488742604a95\"], \"total_duration\": 161.0, \"total_sessions\": 2, \"mean_week_duration\": 0.942}, \"80153\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2020-02-10 04:30:37.000000+00:00\", \"2019-11-24 04:35:23.000000+00:00\", \"2019-07-27 23:27:49.000000+00:00\"], \"session_ids\": [\"babe4313-8be5-484a-9edf-d5530d0fe1b2\", \"0e81bf50-5845-4731-9f20-1c52c7d5f003\", \"ff1a8a8a-0e64-48d5-bf44-7fc31d036b04\"], \"total_duration\": 95.0, \"total_sessions\": 3, \"mean_week_duration\": 3.276}, \"16668\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-06-05 01:51:57.000000+00:00\", \"2022-03-31 05:31:20.000000+00:00\"], \"session_ids\": [\"a2b0ed71-dafe-46fa-a03f-706423a5bdaa\", \"bdaec8d1-03b0-47e0-97cc-2e2375e080c4\"], \"total_duration\": 468.0, \"total_sessions\": 2, \"mean_week_duration\": 10.884}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the lowest total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": false, \"quant_to_remain\": -1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"76877\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-08-01 20:11:59.000000+00:00\", \"2022-06-21 18:44:16.000000+00:00\"], \"session_ids\": [\"c685851a-c624-4b17-9393-c923e81fd3e5\", \"419710eb-5fa2-4bfb-b167-55762a6af750\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 1.273}}, {\"62475\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-02-13 07:35:31.000000+00:00\", \"2023-05-13 08:13:39.000000+00:00\"], \"session_ids\": [\"28d0a5bf-8961-434d-9cac-863c35465cfd\", \"65536d69-6454-4812-ae8a-39fa8be11a23\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 1.145}}, {\"23159\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-08 21:54:58.000000+00:00\", \"2023-01-13 16:26:20.000000+00:00\"], \"session_ids\": [\"c9154a72-e846-430f-987c-b509ac20d5ad\", \"7b3661af-61ab-4664-b60b-dcecc4369739\"], \"total_duration\": 185.0, \"total_sessions\": 2, \"mean_week_duration\": 3.491}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"76877\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-08-01 20:11:59.000000+00:00\", \"2022-06-21 18:44:16.000000+00:00\"], \"session_ids\": [\"c685851a-c624-4b17-9393-c923e81fd3e5\", \"419710eb-5fa2-4bfb-b167-55762a6af750\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 1.273}}, {\"62475\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-02-13 07:35:31.000000+00:00\", \"2023-05-13 08:13:39.000000+00:00\"], \"session_ids\": [\"28d0a5bf-8961-434d-9cac-863c35465cfd\", \"65536d69-6454-4812-ae8a-39fa8be11a23\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 1.145}}, {\"23159\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-08 21:54:58.000000+00:00\", \"2023-01-13 16:26:20.000000+00:00\"], \"session_ids\": [\"c9154a72-e846-430f-987c-b509ac20d5ad\", \"7b3661af-61ab-4664-b60b-dcecc4369739\"], \"total_duration\": 185.0, \"total_sessions\": 2, \"mean_week_duration\": 3.491}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"76877\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-08-01 20:11:59.000000+00:00\", \"2022-06-21 18:44:16.000000+00:00\"], \"session_ids\": [\"c685851a-c624-4b17-9393-c923e81fd3e5\", \"419710eb-5fa2-4bfb-b167-55762a6af750\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 1.273}}, {\"62475\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-02-13 07:35:31.000000+00:00\", \"2023-05-13 08:13:39.000000+00:00\"], \"session_ids\": [\"28d0a5bf-8961-434d-9cac-863c35465cfd\", \"65536d69-6454-4812-ae8a-39fa8be11a23\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 1.145}}, {\"23159\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-08 21:54:58.000000+00:00\", \"2023-01-13 16:26:20.000000+00:00\"], \"session_ids\": [\"c9154a72-e846-430f-987c-b509ac20d5ad\", \"7b3661af-61ab-4664-b60b-dcecc4369739\"], \"total_duration\": 185.0, \"total_sessions\": 2, \"mean_week_duration\": 3.491}}]\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[{\"76877\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-08-01 20:11:59.000000+00:00\", \"2022-06-21 18:44:16.000000+00:00\"], \"session_ids\": [\"c685851a-c624-4b17-9393-c923e81fd3e5\", \"419710eb-5fa2-4bfb-b167-55762a6af750\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 1.273}}, {\"62475\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-02-13 07:35:31.000000+00:00\", \"2023-05-13 08:13:39.000000+00:00\"], \"session_ids\": [\"28d0a5bf-8961-434d-9cac-863c35465cfd\", \"65536d69-6454-4812-ae8a-39fa8be11a23\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 1.145}}, {\"23159\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-08 21:54:58.000000+00:00\", \"2023-01-13 16:26:20.000000+00:00\"], \"session_ids\": [\"c9154a72-e846-430f-987c-b509ac20d5ad\", \"7b3661af-61ab-4664-b60b-dcecc4369739\"], \"total_duration\": 185.0, \"total_sessions\": 2, \"mean_week_duration\": 3.491}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you tell me about 5 users who have the least value of overall total duration additionaly perform sorting by app usage time in asc , and remain only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"72712\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-12-29 10:45:13.000000+00:00\", \"2019-12-31 11:08:05.000000+00:00\"], \"session_ids\": [\"fac13655-d95b-4cdb-89f6-7ffefd58d0d7\", \"30435095-e5cf-4c1b-9909-9fcd81a2472b\"], \"total_duration\": 138.0, \"total_sessions\": 2, \"mean_week_duration\": 138.0}, \"24580\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-11-10 20:26:07.000000+00:00\", \"2021-09-21 13:02:15.000000+00:00\", \"2019-12-10 06:17:38.000000+00:00\"], \"session_ids\": [\"9a037dd9-7305-4349-8210-33c00d7739e4\", \"f2a84f76-a71a-4fac-a410-81dd0e5358cf\", \"5095a975-c22c-4904-9461-ad339ba65217\"], \"total_duration\": 846.0, \"total_sessions\": 3, \"mean_week_duration\": 8.633}, \"77649\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-09-04 05:31:52.000000+00:00\", \"2019-02-20 20:48:44.000000+00:00\"], \"session_ids\": [\"227155e5-46ac-4c22-8a51-8391c79d6eb3\", \"18cb440d-8b92-4ab9-83c7-da5dc337fd66\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 1.286}, \"82012\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-01-24 07:29:44.000000+00:00\", \"2022-07-23 06:56:48.000000+00:00\"], \"session_ids\": [\"5e69111c-cc68-4682-9921-bdb05889c6cf\", \"575b51e7-32d4-48d9-8133-3c56740fe1e1\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 3.37}, \"81171\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-02-22 06:43:49.000000+00:00\", \"2020-12-23 08:41:18.000000+00:00\", \"2022-11-07 23:45:29.000000+00:00\"], \"session_ids\": [\"3f429e33-350a-49ea-800e-2b705b0116b1\", \"52bd3d36-9cf4-44b5-a6aa-e209e07527b4\", \"66378fe6-822e-413f-9436-c58148824be2\"], \"total_duration\": 430.0, \"total_sessions\": 3, \"mean_week_duration\": 3.805}, \"63527\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-08-28 20:47:14.000000+00:00\", \"2023-01-26 14:25:43.000000+00:00\", \"2023-02-13 20:51:27.000000+00:00\", \"2022-01-08 09:29:35.000000+00:00\"], \"session_ids\": [\"63067ba9-411e-4e2e-b498-e972bb992fe5\", \"df08d668-95ea-4d1d-b25c-a18277d03453\", \"05568f06-3a73-4016-8302-b236e79e5493\", \"936003c3-1999-42d2-a4c1-15c969c0a08f\"], \"total_duration\": 64.0, \"total_sessions\": 4, \"mean_week_duration\": 0.831}, \"99689\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2023-01-28 20:45:46.000000+00:00\", \"2020-07-25 20:46:53.000000+00:00\", \"2022-07-07 13:58:23.000000+00:00\", \"2020-12-21 21:15:57.000000+00:00\", \"2022-08-06 01:02:14.000000+00:00\", \"2019-07-01 22:02:04.000000+00:00\", \"2021-04-28 14:07:27.000000+00:00\"], \"session_ids\": [\"87993414-d5dd-4888-b7d1-617fe2b814aa\", \"f62b96f9-413c-4a46-9b0d-b88075030d0e\", \"22266cb0-168f-48e5-9ee6-41685033c3ec\", \"77cdd335-aa53-423d-9aee-64526488f4fa\", \"2a53b2b7-8807-4fba-8860-8e9f5192f45c\", \"0676722f-f034-4ad9-9ca6-63c937d0226e\", \"565164a6-6731-47a0-9f3f-891db88b182d\"], \"total_duration\": 11054.0, \"total_sessions\": 7, \"mean_week_duration\": 59.112}, \"55131\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-12 00:11:54.000000+00:00\", \"2021-08-02 07:29:40.000000+00:00\"], \"session_ids\": [\"aa00ff7d-286a-4217-ba8f-b8fd7b5ddbb0\", \"213ca55d-9bcd-475e-a05a-7102ea9fdadf\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.416}, \"25096\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-05-20 14:41:58.000000+00:00\", \"2021-07-30 12:25:17.000000+00:00\", \"2022-12-26 02:14:47.000000+00:00\"], \"session_ids\": [\"f2a473df-17a1-4fa5-9040-753dd35d600a\", \"6db3bfe8-8607-473e-b5fa-9e6a04e5ccfa\", \"3d1fdd0f-6c65-430b-ab6c-3861399b5c15\"], \"total_duration\": 304.0, \"total_sessions\": 3, \"mean_week_duration\": 4.108}, \"48580\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-19 08:21:03.000000+00:00\", \"2021-07-04 07:03:03.000000+00:00\"], \"session_ids\": [\"a32a46fd-f33f-4687-9dea-2bdd96d0d03c\", \"f84f37df-9f8c-4b9d-a230-65f599660edf\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.73}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the lowest 5 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": false, \"quant_to_remain\": 5}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"48580\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-19 08:21:03.000000+00:00\", \"2021-07-04 07:03:03.000000+00:00\"], \"session_ids\": [\"a32a46fd-f33f-4687-9dea-2bdd96d0d03c\", \"f84f37df-9f8c-4b9d-a230-65f599660edf\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.73}}, {\"77649\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-09-04 05:31:52.000000+00:00\", \"2019-02-20 20:48:44.000000+00:00\"], \"session_ids\": [\"227155e5-46ac-4c22-8a51-8391c79d6eb3\", \"18cb440d-8b92-4ab9-83c7-da5dc337fd66\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 1.286}}, {\"55131\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-12 00:11:54.000000+00:00\", \"2021-08-02 07:29:40.000000+00:00\"], \"session_ids\": [\"aa00ff7d-286a-4217-ba8f-b8fd7b5ddbb0\", \"213ca55d-9bcd-475e-a05a-7102ea9fdadf\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.416}}, {\"63527\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-08-28 20:47:14.000000+00:00\", \"2023-01-26 14:25:43.000000+00:00\", \"2023-02-13 20:51:27.000000+00:00\", \"2022-01-08 09:29:35.000000+00:00\"], \"session_ids\": [\"63067ba9-411e-4e2e-b498-e972bb992fe5\", \"df08d668-95ea-4d1d-b25c-a18277d03453\", \"05568f06-3a73-4016-8302-b236e79e5493\", \"936003c3-1999-42d2-a4c1-15c969c0a08f\"], \"total_duration\": 64.0, \"total_sessions\": 4, \"mean_week_duration\": 0.831}}, {\"82012\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-01-24 07:29:44.000000+00:00\", \"2022-07-23 06:56:48.000000+00:00\"], \"session_ids\": [\"5e69111c-cc68-4682-9921-bdb05889c6cf\", \"575b51e7-32d4-48d9-8133-3c56740fe1e1\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 3.37}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"48580\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-19 08:21:03.000000+00:00\", \"2021-07-04 07:03:03.000000+00:00\"], \"session_ids\": [\"a32a46fd-f33f-4687-9dea-2bdd96d0d03c\", \"f84f37df-9f8c-4b9d-a230-65f599660edf\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.73}}, {\"77649\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-09-04 05:31:52.000000+00:00\", \"2019-02-20 20:48:44.000000+00:00\"], \"session_ids\": [\"227155e5-46ac-4c22-8a51-8391c79d6eb3\", \"18cb440d-8b92-4ab9-83c7-da5dc337fd66\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 1.286}}, {\"55131\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-12 00:11:54.000000+00:00\", \"2021-08-02 07:29:40.000000+00:00\"], \"session_ids\": [\"aa00ff7d-286a-4217-ba8f-b8fd7b5ddbb0\", \"213ca55d-9bcd-475e-a05a-7102ea9fdadf\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.416}}, {\"63527\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-08-28 20:47:14.000000+00:00\", \"2023-01-26 14:25:43.000000+00:00\", \"2023-02-13 20:51:27.000000+00:00\", \"2022-01-08 09:29:35.000000+00:00\"], \"session_ids\": [\"63067ba9-411e-4e2e-b498-e972bb992fe5\", \"df08d668-95ea-4d1d-b25c-a18277d03453\", \"05568f06-3a73-4016-8302-b236e79e5493\", \"936003c3-1999-42d2-a4c1-15c969c0a08f\"], \"total_duration\": 64.0, \"total_sessions\": 4, \"mean_week_duration\": 0.831}}, {\"82012\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-01-24 07:29:44.000000+00:00\", \"2022-07-23 06:56:48.000000+00:00\"], \"session_ids\": [\"5e69111c-cc68-4682-9921-bdb05889c6cf\", \"575b51e7-32d4-48d9-8133-3c56740fe1e1\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 3.37}}]\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[{\"48580\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-19 08:21:03.000000+00:00\", \"2021-07-04 07:03:03.000000+00:00\"], \"session_ids\": [\"a32a46fd-f33f-4687-9dea-2bdd96d0d03c\", \"f84f37df-9f8c-4b9d-a230-65f599660edf\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.73}}, {\"77649\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-09-04 05:31:52.000000+00:00\", \"2019-02-20 20:48:44.000000+00:00\"], \"session_ids\": [\"227155e5-46ac-4c22-8a51-8391c79d6eb3\", \"18cb440d-8b92-4ab9-83c7-da5dc337fd66\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 1.286}}]\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[{\"48580\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-19 08:21:03.000000+00:00\", \"2021-07-04 07:03:03.000000+00:00\"], \"session_ids\": [\"a32a46fd-f33f-4687-9dea-2bdd96d0d03c\", \"f84f37df-9f8c-4b9d-a230-65f599660edf\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.73}}, {\"77649\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-09-04 05:31:52.000000+00:00\", \"2019-02-20 20:48:44.000000+00:00\"], \"session_ids\": [\"227155e5-46ac-4c22-8a51-8391c79d6eb3\", \"18cb440d-8b92-4ab9-83c7-da5dc337fd66\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 1.286}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about 8 users who have average week duration strictly bigger than 1 and strictly smaller than 39 , implement sorting by name of the town in descending order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"15259\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-08-28 20:27:12.000000+00:00\", \"2022-12-26 16:32:24.000000+00:00\", \"2022-12-19 15:45:08.000000+00:00\", \"2021-02-19 01:23:59.000000+00:00\", \"2020-03-16 03:37:28.000000+00:00\"], \"session_ids\": [\"7294358c-df78-4897-a436-bd1ab6d34b4a\", \"efd4c848-154b-4d56-9582-37dda8dd6712\", \"70e42b87-3d44-4ee8-91b1-2e369bbff90f\", \"b0544e37-7e6a-445f-a426-9f8461f53fdc\", \"dc394341-3789-45ec-a967-fb4618caacd2\"], \"total_duration\": 282.0, \"total_sessions\": 5, \"mean_week_duration\": 1.621}, \"51269\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-03-04 09:03:14.000000+00:00\", \"2020-04-29 14:20:50.000000+00:00\", \"2021-04-01 23:09:57.000000+00:00\"], \"session_ids\": [\"6cc7391b-8eec-4738-9203-00e6c44f7e3e\", \"e41de8bd-887c-43e8-9989-ff65d288e041\", \"b3442ec9-52fd-4094-853e-7dbb1db449df\"], \"total_duration\": 558.0, \"total_sessions\": 3, \"mean_week_duration\": 9.789}, \"25696\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-04-01 18:51:41.000000+00:00\", \"2020-05-24 07:43:03.000000+00:00\", \"2021-03-17 23:33:46.000000+00:00\"], \"session_ids\": [\"627da205-8c55-46a0-a866-c5a4e532145a\", \"ba8c407b-fb30-4495-9690-0184c97df3b1\", \"01459dce-d819-42da-a1a6-4384d7459e41\"], \"total_duration\": 91.0, \"total_sessions\": 3, \"mean_week_duration\": 0.883}, \"54088\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-09-02 17:09:45.000000+00:00\", \"2023-03-02 13:51:12.000000+00:00\"], \"session_ids\": [\"8cdddad1-820a-4204-bfee-9ccd379fb19c\", \"da7020b1-1252-408f-8299-d7405c35a6c3\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 0.923}, \"88463\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-11-19 23:54:30.000000+00:00\", \"2021-05-09 03:37:45.000000+00:00\", \"2022-02-12 18:38:05.000000+00:00\", \"2020-11-11 08:29:15.000000+00:00\", \"2019-10-27 03:54:04.000000+00:00\"], \"session_ids\": [\"038102ab-10a1-480d-a018-325420487679\", \"08ca42fe-2424-41cb-a378-47ef63f58014\", \"70f375e5-ff16-4c2c-aa93-994b871ef7cb\", \"50d4d965-41ae-4504-acad-e52e4694f017\", \"71644c7a-0537-4a76-a803-8658c23c4d26\"], \"total_duration\": 65.0, \"total_sessions\": 5, \"mean_week_duration\": 0.542}, \"91747\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-10-18 22:51:59.000000+00:00\", \"2022-12-03 16:10:14.000000+00:00\"], \"session_ids\": [\"5267863a-f96d-4dfd-a3db-254823f1b43f\", \"cae6509a-a85c-4fa2-b195-b044938d6bef\"], \"total_duration\": 154.0, \"total_sessions\": 2, \"mean_week_duration\": 22.0}, \"4785\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-03-08 12:23:49.000000+00:00\", \"2020-10-29 17:05:57.000000+00:00\"], \"session_ids\": [\"0d9b9a53-26dc-4ae2-b549-f21b45c84d9a\", \"038b6b90-c161-4477-a13e-693f8d978db5\"], \"total_duration\": 240.0, \"total_sessions\": 2, \"mean_week_duration\": 1.951}, \"55511\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-05-17 03:52:26.000000+00:00\", \"2019-01-01 10:01:41.000000+00:00\"], \"session_ids\": [\"5f8045b7-5d04-47f8-95f0-5142570d5188\", \"23fde807-d55c-4e7a-a83b-f95c66ed16d5\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 1.931}, \"96718\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-07-13 11:54:24.000000+00:00\", \"2021-11-15 16:58:40.000000+00:00\", \"2022-01-21 07:32:52.000000+00:00\", \"2020-07-05 20:00:45.000000+00:00\", \"2019-05-29 16:03:53.000000+00:00\"], \"session_ids\": [\"bdb9968b-e3bd-4e0c-86fa-2418ce5121b4\", \"1963d718-57dc-49fd-8d05-787f63de51b4\", \"4fd787df-5bd3-4fd9-ac94-425f35ce0d38\", \"c9f49528-49cc-403f-9e97-2ef471ae20a0\", \"ad38c1e1-1b33-49ed-8b4f-9390c2d8119d\"], \"total_duration\": 2553.0, \"total_sessions\": 5, \"mean_week_duration\": 18.367}, \"68592\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-11-25 04:15:07.000000+00:00\", \"2021-06-08 06:04:32.000000+00:00\"], \"session_ids\": [\"8d78e83b-1597-463b-9aba-77c913b465fc\", \"1c423144-14b1-473b-9e1b-e5877f438775\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 9.84}}\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 1 and are less than 39"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[1, 39]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"15259\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-08-28 20:27:12.000000+00:00\", \"2022-12-26 16:32:24.000000+00:00\", \"2022-12-19 15:45:08.000000+00:00\", \"2021-02-19 01:23:59.000000+00:00\", \"2020-03-16 03:37:28.000000+00:00\"], \"session_ids\": [\"7294358c-df78-4897-a436-bd1ab6d34b4a\", \"efd4c848-154b-4d56-9582-37dda8dd6712\", \"70e42b87-3d44-4ee8-91b1-2e369bbff90f\", \"b0544e37-7e6a-445f-a426-9f8461f53fdc\", \"dc394341-3789-45ec-a967-fb4618caacd2\"], \"total_duration\": 282.0, \"total_sessions\": 5, \"mean_week_duration\": 1.621}, \"51269\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-03-04 09:03:14.000000+00:00\", \"2020-04-29 14:20:50.000000+00:00\", \"2021-04-01 23:09:57.000000+00:00\"], \"session_ids\": [\"6cc7391b-8eec-4738-9203-00e6c44f7e3e\", \"e41de8bd-887c-43e8-9989-ff65d288e041\", \"b3442ec9-52fd-4094-853e-7dbb1db449df\"], \"total_duration\": 558.0, \"total_sessions\": 3, \"mean_week_duration\": 9.789}, \"91747\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-10-18 22:51:59.000000+00:00\", \"2022-12-03 16:10:14.000000+00:00\"], \"session_ids\": [\"5267863a-f96d-4dfd-a3db-254823f1b43f\", \"cae6509a-a85c-4fa2-b195-b044938d6bef\"], \"total_duration\": 154.0, \"total_sessions\": 2, \"mean_week_duration\": 22.0}, \"4785\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-03-08 12:23:49.000000+00:00\", \"2020-10-29 17:05:57.000000+00:00\"], \"session_ids\": [\"0d9b9a53-26dc-4ae2-b549-f21b45c84d9a\", \"038b6b90-c161-4477-a13e-693f8d978db5\"], \"total_duration\": 240.0, \"total_sessions\": 2, \"mean_week_duration\": 1.951}, \"55511\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-05-17 03:52:26.000000+00:00\", \"2019-01-01 10:01:41.000000+00:00\"], \"session_ids\": [\"5f8045b7-5d04-47f8-95f0-5142570d5188\", \"23fde807-d55c-4e7a-a83b-f95c66ed16d5\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 1.931}, \"96718\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-07-13 11:54:24.000000+00:00\", \"2021-11-15 16:58:40.000000+00:00\", \"2022-01-21 07:32:52.000000+00:00\", \"2020-07-05 20:00:45.000000+00:00\", \"2019-05-29 16:03:53.000000+00:00\"], \"session_ids\": [\"bdb9968b-e3bd-4e0c-86fa-2418ce5121b4\", \"1963d718-57dc-49fd-8d05-787f63de51b4\", \"4fd787df-5bd3-4fd9-ac94-425f35ce0d38\", \"c9f49528-49cc-403f-9e97-2ef471ae20a0\", \"ad38c1e1-1b33-49ed-8b4f-9390c2d8119d\"], \"total_duration\": 2553.0, \"total_sessions\": 5, \"mean_week_duration\": 18.367}, \"68592\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-11-25 04:15:07.000000+00:00\", \"2021-06-08 06:04:32.000000+00:00\"], \"session_ids\": [\"8d78e83b-1597-463b-9aba-77c913b465fc\", \"1c423144-14b1-473b-9e1b-e5877f438775\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 9.84}}\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[{\"51269\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-03-04 09:03:14.000000+00:00\", \"2020-04-29 14:20:50.000000+00:00\", \"2021-04-01 23:09:57.000000+00:00\"], \"session_ids\": [\"6cc7391b-8eec-4738-9203-00e6c44f7e3e\", \"e41de8bd-887c-43e8-9989-ff65d288e041\", \"b3442ec9-52fd-4094-853e-7dbb1db449df\"], \"total_duration\": 558.0, \"total_sessions\": 3, \"mean_week_duration\": 9.789}}, {\"55511\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-05-17 03:52:26.000000+00:00\", \"2019-01-01 10:01:41.000000+00:00\"], \"session_ids\": [\"5f8045b7-5d04-47f8-95f0-5142570d5188\", \"23fde807-d55c-4e7a-a83b-f95c66ed16d5\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 1.931}}, {\"4785\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-03-08 12:23:49.000000+00:00\", \"2020-10-29 17:05:57.000000+00:00\"], \"session_ids\": [\"0d9b9a53-26dc-4ae2-b549-f21b45c84d9a\", \"038b6b90-c161-4477-a13e-693f8d978db5\"], \"total_duration\": 240.0, \"total_sessions\": 2, \"mean_week_duration\": 1.951}}, {\"15259\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-08-28 20:27:12.000000+00:00\", \"2022-12-26 16:32:24.000000+00:00\", \"2022-12-19 15:45:08.000000+00:00\", \"2021-02-19 01:23:59.000000+00:00\", \"2020-03-16 03:37:28.000000+00:00\"], \"session_ids\": [\"7294358c-df78-4897-a436-bd1ab6d34b4a\", \"efd4c848-154b-4d56-9582-37dda8dd6712\", \"70e42b87-3d44-4ee8-91b1-2e369bbff90f\", \"b0544e37-7e6a-445f-a426-9f8461f53fdc\", \"dc394341-3789-45ec-a967-fb4618caacd2\"], \"total_duration\": 282.0, \"total_sessions\": 5, \"mean_week_duration\": 1.621}}, {\"96718\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-07-13 11:54:24.000000+00:00\", \"2021-11-15 16:58:40.000000+00:00\", \"2022-01-21 07:32:52.000000+00:00\", \"2020-07-05 20:00:45.000000+00:00\", \"2019-05-29 16:03:53.000000+00:00\"], \"session_ids\": [\"bdb9968b-e3bd-4e0c-86fa-2418ce5121b4\", \"1963d718-57dc-49fd-8d05-787f63de51b4\", \"4fd787df-5bd3-4fd9-ac94-425f35ce0d38\", \"c9f49528-49cc-403f-9e97-2ef471ae20a0\", \"ad38c1e1-1b33-49ed-8b4f-9390c2d8119d\"], \"total_duration\": 2553.0, \"total_sessions\": 5, \"mean_week_duration\": 18.367}}, {\"91747\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-10-18 22:51:59.000000+00:00\", \"2022-12-03 16:10:14.000000+00:00\"], \"session_ids\": [\"5267863a-f96d-4dfd-a3db-254823f1b43f\", \"cae6509a-a85c-4fa2-b195-b044938d6bef\"], \"total_duration\": 154.0, \"total_sessions\": 2, \"mean_week_duration\": 22.0}}, {\"68592\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-11-25 04:15:07.000000+00:00\", \"2021-06-08 06:04:32.000000+00:00\"], \"session_ids\": [\"8d78e83b-1597-463b-9aba-77c913b465fc\", \"1c423144-14b1-473b-9e1b-e5877f438775\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 9.84}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 8 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"51269\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-03-04 09:03:14.000000+00:00\", \"2020-04-29 14:20:50.000000+00:00\", \"2021-04-01 23:09:57.000000+00:00\"], \"session_ids\": [\"6cc7391b-8eec-4738-9203-00e6c44f7e3e\", \"e41de8bd-887c-43e8-9989-ff65d288e041\", \"b3442ec9-52fd-4094-853e-7dbb1db449df\"], \"total_duration\": 558.0, \"total_sessions\": 3, \"mean_week_duration\": 9.789}}, {\"55511\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-05-17 03:52:26.000000+00:00\", \"2019-01-01 10:01:41.000000+00:00\"], \"session_ids\": [\"5f8045b7-5d04-47f8-95f0-5142570d5188\", \"23fde807-d55c-4e7a-a83b-f95c66ed16d5\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 1.931}}, {\"4785\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-03-08 12:23:49.000000+00:00\", \"2020-10-29 17:05:57.000000+00:00\"], \"session_ids\": [\"0d9b9a53-26dc-4ae2-b549-f21b45c84d9a\", \"038b6b90-c161-4477-a13e-693f8d978db5\"], \"total_duration\": 240.0, \"total_sessions\": 2, \"mean_week_duration\": 1.951}}, {\"15259\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-08-28 20:27:12.000000+00:00\", \"2022-12-26 16:32:24.000000+00:00\", \"2022-12-19 15:45:08.000000+00:00\", \"2021-02-19 01:23:59.000000+00:00\", \"2020-03-16 03:37:28.000000+00:00\"], \"session_ids\": [\"7294358c-df78-4897-a436-bd1ab6d34b4a\", \"efd4c848-154b-4d56-9582-37dda8dd6712\", \"70e42b87-3d44-4ee8-91b1-2e369bbff90f\", \"b0544e37-7e6a-445f-a426-9f8461f53fdc\", \"dc394341-3789-45ec-a967-fb4618caacd2\"], \"total_duration\": 282.0, \"total_sessions\": 5, \"mean_week_duration\": 1.621}}, {\"96718\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-07-13 11:54:24.000000+00:00\", \"2021-11-15 16:58:40.000000+00:00\", \"2022-01-21 07:32:52.000000+00:00\", \"2020-07-05 20:00:45.000000+00:00\", \"2019-05-29 16:03:53.000000+00:00\"], \"session_ids\": [\"bdb9968b-e3bd-4e0c-86fa-2418ce5121b4\", \"1963d718-57dc-49fd-8d05-787f63de51b4\", \"4fd787df-5bd3-4fd9-ac94-425f35ce0d38\", \"c9f49528-49cc-403f-9e97-2ef471ae20a0\", \"ad38c1e1-1b33-49ed-8b4f-9390c2d8119d\"], \"total_duration\": 2553.0, \"total_sessions\": 5, \"mean_week_duration\": 18.367}}, {\"91747\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-10-18 22:51:59.000000+00:00\", \"2022-12-03 16:10:14.000000+00:00\"], \"session_ids\": [\"5267863a-f96d-4dfd-a3db-254823f1b43f\", \"cae6509a-a85c-4fa2-b195-b044938d6bef\"], \"total_duration\": 154.0, \"total_sessions\": 2, \"mean_week_duration\": 22.0}}, {\"68592\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-11-25 04:15:07.000000+00:00\", \"2021-06-08 06:04:32.000000+00:00\"], \"session_ids\": [\"8d78e83b-1597-463b-9aba-77c913b465fc\", \"1c423144-14b1-473b-9e1b-e5877f438775\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 9.84}}]\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[{\"51269\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-03-04 09:03:14.000000+00:00\", \"2020-04-29 14:20:50.000000+00:00\", \"2021-04-01 23:09:57.000000+00:00\"], \"session_ids\": [\"6cc7391b-8eec-4738-9203-00e6c44f7e3e\", \"e41de8bd-887c-43e8-9989-ff65d288e041\", \"b3442ec9-52fd-4094-853e-7dbb1db449df\"], \"total_duration\": 558.0, \"total_sessions\": 3, \"mean_week_duration\": 9.789}}, {\"55511\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-05-17 03:52:26.000000+00:00\", \"2019-01-01 10:01:41.000000+00:00\"], \"session_ids\": [\"5f8045b7-5d04-47f8-95f0-5142570d5188\", \"23fde807-d55c-4e7a-a83b-f95c66ed16d5\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 1.931}}, {\"4785\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-03-08 12:23:49.000000+00:00\", \"2020-10-29 17:05:57.000000+00:00\"], \"session_ids\": [\"0d9b9a53-26dc-4ae2-b549-f21b45c84d9a\", \"038b6b90-c161-4477-a13e-693f8d978db5\"], \"total_duration\": 240.0, \"total_sessions\": 2, \"mean_week_duration\": 1.951}}, {\"15259\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-08-28 20:27:12.000000+00:00\", \"2022-12-26 16:32:24.000000+00:00\", \"2022-12-19 15:45:08.000000+00:00\", \"2021-02-19 01:23:59.000000+00:00\", \"2020-03-16 03:37:28.000000+00:00\"], \"session_ids\": [\"7294358c-df78-4897-a436-bd1ab6d34b4a\", \"efd4c848-154b-4d56-9582-37dda8dd6712\", \"70e42b87-3d44-4ee8-91b1-2e369bbff90f\", \"b0544e37-7e6a-445f-a426-9f8461f53fdc\", \"dc394341-3789-45ec-a967-fb4618caacd2\"], \"total_duration\": 282.0, \"total_sessions\": 5, \"mean_week_duration\": 1.621}}, {\"96718\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-07-13 11:54:24.000000+00:00\", \"2021-11-15 16:58:40.000000+00:00\", \"2022-01-21 07:32:52.000000+00:00\", \"2020-07-05 20:00:45.000000+00:00\", \"2019-05-29 16:03:53.000000+00:00\"], \"session_ids\": [\"bdb9968b-e3bd-4e0c-86fa-2418ce5121b4\", \"1963d718-57dc-49fd-8d05-787f63de51b4\", \"4fd787df-5bd3-4fd9-ac94-425f35ce0d38\", \"c9f49528-49cc-403f-9e97-2ef471ae20a0\", \"ad38c1e1-1b33-49ed-8b4f-9390c2d8119d\"], \"total_duration\": 2553.0, \"total_sessions\": 5, \"mean_week_duration\": 18.367}}, {\"91747\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-10-18 22:51:59.000000+00:00\", \"2022-12-03 16:10:14.000000+00:00\"], \"session_ids\": [\"5267863a-f96d-4dfd-a3db-254823f1b43f\", \"cae6509a-a85c-4fa2-b195-b044938d6bef\"], \"total_duration\": 154.0, \"total_sessions\": 2, \"mean_week_duration\": 22.0}}, {\"68592\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-11-25 04:15:07.000000+00:00\", \"2021-06-08 06:04:32.000000+00:00\"], \"session_ids\": [\"8d78e83b-1597-463b-9aba-77c913b465fc\", \"1c423144-14b1-473b-9e1b-e5877f438775\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 9.84}}]\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 6 users whose overall duration of sessions per week exceeds 28 while staying below 2, exclusively 2 , carry out sorting by time using the app in asc."
}
] |
[
{
"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{\"15137\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-02-11 14:14:33.000000+00:00\", \"2019-03-08 04:15:11.000000+00:00\", \"2020-09-17 18:25:07.000000+00:00\", \"2021-10-11 16:41:14.000000+00:00\", \"2022-11-07 04:44:22.000000+00:00\", \"2020-10-13 02:28:14.000000+00:00\", \"2023-01-29 03:56:54.000000+00:00\", \"2023-02-05 12:57:25.000000+00:00\"], \"session_ids\": [\"b40ff177-c2a8-4837-bcde-3753d1dadea8\", \"87452d18-47ab-47c6-a30a-13d1e0b36423\", \"5716ae21-823d-4291-9bd4-ad826e284861\", \"887df2b0-16cc-4868-8f43-cd340d756986\", \"1ec806ac-a758-4162-bf4b-deb1d3f52ba6\", \"7a3125a8-e8fe-49fe-8580-fbf8d8be677c\", \"55da0021-418d-4d67-82ed-b84c25fd53b9\", \"a1d08000-1f8c-4c71-ac22-2870172e038b\"], \"total_duration\": 196.0, \"total_sessions\": 8, \"mean_week_duration\": 0.956}, \"97144\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-01-19 15:59:59.000000+00:00\", \"2023-05-31 17:56:38.000000+00:00\", \"2021-03-21 20:43:46.000000+00:00\"], \"session_ids\": [\"d661daca-b3dc-4a54-acda-395be28ca168\", \"35cf0403-5e27-4a27-9ac7-32b664a2d30c\", \"7ca83a6a-2625-4b13-a17f-44ac5df46a0b\"], \"total_duration\": 1022.0, \"total_sessions\": 3, \"mean_week_duration\": 8.887}, \"94173\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-01-07 07:11:56.000000+00:00\", \"2020-03-05 13:50:36.000000+00:00\", \"2023-01-11 09:01:59.000000+00:00\", \"2021-12-11 19:26:16.000000+00:00\", \"2022-11-16 19:56:40.000000+00:00\", \"2020-06-18 15:35:59.000000+00:00\", \"2021-07-25 15:46:45.000000+00:00\", \"2022-02-24 08:23:44.000000+00:00\", \"2022-06-02 08:22:41.000000+00:00\", \"2021-07-21 12:05:04.000000+00:00\"], \"session_ids\": [\"98ff1eea-b3cb-4fb4-9cf8-e15c3bce2288\", \"34aea1a8-92b2-4b95-a352-1f079dabeb75\", \"a5aa21b7-8c5c-4d07-9dea-9ad23e435d5b\", \"a2dbd7a7-1702-4fd8-aee1-784225b6e6c5\", \"277efff1-cc79-4d78-91b0-9bc32b10d1e9\", \"b650cdd2-ccf1-4696-a696-ea23b07b275a\", \"a68bad39-f228-4467-9a3c-627c9eb7ee23\", \"5fcf944e-2dd0-4c47-acc5-8e30d907f452\", \"77b38a31-9f6c-449a-a637-ff3f49153b9a\", \"cc52516e-a3ae-490d-9ba5-e44c50e7cfb1\"], \"total_duration\": 7857.0, \"total_sessions\": 10, \"mean_week_duration\": 52.732}, \"68099\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-03-25 11:50:56.000000+00:00\", \"2019-01-14 16:51:45.000000+00:00\", \"2019-01-09 02:15:51.000000+00:00\", \"2021-10-01 13:34:19.000000+00:00\"], \"session_ids\": [\"aa755577-dfbf-46de-a257-0141a1d70607\", \"5185e53c-0373-46c5-a8c0-6b4a35b3f66c\", \"0776937a-be75-4cba-9872-3794556c66a7\", \"1f93512e-1d19-4754-abc6-2cdeb6ee3f44\"], \"total_duration\": 470.0, \"total_sessions\": 4, \"mean_week_duration\": 3.287}, \"90144\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-03-26 07:10:53.000000+00:00\", \"2020-06-28 07:04:06.000000+00:00\", \"2021-04-22 00:59:27.000000+00:00\", \"2022-11-20 22:28:58.000000+00:00\", \"2022-07-11 18:22:01.000000+00:00\", \"2022-03-30 07:26:41.000000+00:00\", \"2020-08-18 07:32:59.000000+00:00\", \"2022-05-22 13:24:02.000000+00:00\", \"2022-02-28 15:52:29.000000+00:00\", \"2021-04-12 10:39:09.000000+00:00\", \"2022-12-10 00:38:18.000000+00:00\"], \"session_ids\": [\"840120e4-cb5a-4b89-8059-82b01ed77310\", \"417a60e0-1062-402f-a14f-d5c573fcbbcd\", \"1a9611c1-e6fc-43d6-95f4-29fe2914ed8b\", \"77f89d66-4998-45d2-89fe-4a682d46fec7\", \"f180542d-7a82-4326-acbb-5c3436a76256\", \"c7a288a2-d612-45f2-a7b6-4f7eb5edfd36\", \"6e796d93-473f-483a-8ed7-fa8041e05b57\", \"98c3df58-25cf-4cf5-b216-efde8eb264af\", \"a07c2798-e694-40d0-b4c1-a7d4e70a59bd\", \"6223baf5-97f4-4305-a903-4fbf7fd3bbc3\", \"460edadf-cfc3-41bb-8519-fa39ccb3903a\"], \"total_duration\": 50179.0, \"total_sessions\": 11, \"mean_week_duration\": 392.023}, \"54911\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-02 23:17:05.000000+00:00\", \"2020-12-10 16:46:24.000000+00:00\"], \"session_ids\": [\"47be0530-26de-481e-b8f2-bc325e470910\", \"6bf97216-d528-436a-b4fe-3bb2a0b55511\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 10.118}, \"80666\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-06-21 09:19:00.000000+00:00\", \"2019-10-11 04:59:38.000000+00:00\", \"2022-02-07 04:01:42.000000+00:00\", \"2021-02-14 19:05:58.000000+00:00\"], \"session_ids\": [\"a29268b3-3a9a-435b-8ea6-637c743b22c8\", \"2e442c65-376e-4f77-abf9-46ba8842b573\", \"9068899d-ef11-4f46-bb91-9be1976194e2\", \"190cbfa0-9ead-4353-8424-482b4c26a28a\"], \"total_duration\": 1282.0, \"total_sessions\": 4, \"mean_week_duration\": 9.29}, \"67894\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-02-02 13:21:10.000000+00:00\", \"2021-09-15 15:50:47.000000+00:00\", \"2020-05-06 05:14:12.000000+00:00\"], \"session_ids\": [\"567c1d75-244d-4db9-830c-af312df6b11e\", \"a1acbad3-1d2c-48af-a0b5-c9d70dcc4962\", \"c76369f8-d40f-4942-b71e-d2e2b38474c7\"], \"total_duration\": 47.0, \"total_sessions\": 3, \"mean_week_duration\": 0.516}, \"4618\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-06-26 03:38:09.000000+00:00\", \"2019-10-02 01:36:44.000000+00:00\"], \"session_ids\": [\"3e3b2e5b-52b9-49dd-b490-6db37d4ff341\", \"58408ab1-314a-4bad-ad97-c9d948e8cf68\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.426}, \"52418\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-04-19 13:10:03.000000+00:00\", \"2021-02-12 02:11:49.000000+00:00\"], \"session_ids\": [\"6f5c774a-877a-40a4-a51c-6b96c48bed3b\", \"85aadcec-951b-4f95-ba84-cac4365a9957\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.179}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are less than 2 and are equal or greater than 28"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[2, 28]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"15137\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-02-11 14:14:33.000000+00:00\", \"2019-03-08 04:15:11.000000+00:00\", \"2020-09-17 18:25:07.000000+00:00\", \"2021-10-11 16:41:14.000000+00:00\", \"2022-11-07 04:44:22.000000+00:00\", \"2020-10-13 02:28:14.000000+00:00\", \"2023-01-29 03:56:54.000000+00:00\", \"2023-02-05 12:57:25.000000+00:00\"], \"session_ids\": [\"b40ff177-c2a8-4837-bcde-3753d1dadea8\", \"87452d18-47ab-47c6-a30a-13d1e0b36423\", \"5716ae21-823d-4291-9bd4-ad826e284861\", \"887df2b0-16cc-4868-8f43-cd340d756986\", \"1ec806ac-a758-4162-bf4b-deb1d3f52ba6\", \"7a3125a8-e8fe-49fe-8580-fbf8d8be677c\", \"55da0021-418d-4d67-82ed-b84c25fd53b9\", \"a1d08000-1f8c-4c71-ac22-2870172e038b\"], \"total_duration\": 196.0, \"total_sessions\": 8, \"mean_week_duration\": 0.956}, \"67894\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-02-02 13:21:10.000000+00:00\", \"2021-09-15 15:50:47.000000+00:00\", \"2020-05-06 05:14:12.000000+00:00\"], \"session_ids\": [\"567c1d75-244d-4db9-830c-af312df6b11e\", \"a1acbad3-1d2c-48af-a0b5-c9d70dcc4962\", \"c76369f8-d40f-4942-b71e-d2e2b38474c7\"], \"total_duration\": 47.0, \"total_sessions\": 3, \"mean_week_duration\": 0.516}, \"4618\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-06-26 03:38:09.000000+00:00\", \"2019-10-02 01:36:44.000000+00:00\"], \"session_ids\": [\"3e3b2e5b-52b9-49dd-b490-6db37d4ff341\", \"58408ab1-314a-4bad-ad97-c9d948e8cf68\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.426}, \"52418\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-04-19 13:10:03.000000+00:00\", \"2021-02-12 02:11:49.000000+00:00\"], \"session_ids\": [\"6f5c774a-877a-40a4-a51c-6b96c48bed3b\", \"85aadcec-951b-4f95-ba84-cac4365a9957\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.179}, \"94173\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-01-07 07:11:56.000000+00:00\", \"2020-03-05 13:50:36.000000+00:00\", \"2023-01-11 09:01:59.000000+00:00\", \"2021-12-11 19:26:16.000000+00:00\", \"2022-11-16 19:56:40.000000+00:00\", \"2020-06-18 15:35:59.000000+00:00\", \"2021-07-25 15:46:45.000000+00:00\", \"2022-02-24 08:23:44.000000+00:00\", \"2022-06-02 08:22:41.000000+00:00\", \"2021-07-21 12:05:04.000000+00:00\"], \"session_ids\": [\"98ff1eea-b3cb-4fb4-9cf8-e15c3bce2288\", \"34aea1a8-92b2-4b95-a352-1f079dabeb75\", \"a5aa21b7-8c5c-4d07-9dea-9ad23e435d5b\", \"a2dbd7a7-1702-4fd8-aee1-784225b6e6c5\", \"277efff1-cc79-4d78-91b0-9bc32b10d1e9\", \"b650cdd2-ccf1-4696-a696-ea23b07b275a\", \"a68bad39-f228-4467-9a3c-627c9eb7ee23\", \"5fcf944e-2dd0-4c47-acc5-8e30d907f452\", \"77b38a31-9f6c-449a-a637-ff3f49153b9a\", \"cc52516e-a3ae-490d-9ba5-e44c50e7cfb1\"], \"total_duration\": 7857.0, \"total_sessions\": 10, \"mean_week_duration\": 52.732}, \"90144\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-03-26 07:10:53.000000+00:00\", \"2020-06-28 07:04:06.000000+00:00\", \"2021-04-22 00:59:27.000000+00:00\", \"2022-11-20 22:28:58.000000+00:00\", \"2022-07-11 18:22:01.000000+00:00\", \"2022-03-30 07:26:41.000000+00:00\", \"2020-08-18 07:32:59.000000+00:00\", \"2022-05-22 13:24:02.000000+00:00\", \"2022-02-28 15:52:29.000000+00:00\", \"2021-04-12 10:39:09.000000+00:00\", \"2022-12-10 00:38:18.000000+00:00\"], \"session_ids\": [\"840120e4-cb5a-4b89-8059-82b01ed77310\", \"417a60e0-1062-402f-a14f-d5c573fcbbcd\", \"1a9611c1-e6fc-43d6-95f4-29fe2914ed8b\", \"77f89d66-4998-45d2-89fe-4a682d46fec7\", \"f180542d-7a82-4326-acbb-5c3436a76256\", \"c7a288a2-d612-45f2-a7b6-4f7eb5edfd36\", \"6e796d93-473f-483a-8ed7-fa8041e05b57\", \"98c3df58-25cf-4cf5-b216-efde8eb264af\", \"a07c2798-e694-40d0-b4c1-a7d4e70a59bd\", \"6223baf5-97f4-4305-a903-4fbf7fd3bbc3\", \"460edadf-cfc3-41bb-8519-fa39ccb3903a\"], \"total_duration\": 50179.0, \"total_sessions\": 11, \"mean_week_duration\": 392.023}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"52418\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-04-19 13:10:03.000000+00:00\", \"2021-02-12 02:11:49.000000+00:00\"], \"session_ids\": [\"6f5c774a-877a-40a4-a51c-6b96c48bed3b\", \"85aadcec-951b-4f95-ba84-cac4365a9957\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.179}}, {\"67894\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-02-02 13:21:10.000000+00:00\", \"2021-09-15 15:50:47.000000+00:00\", \"2020-05-06 05:14:12.000000+00:00\"], \"session_ids\": [\"567c1d75-244d-4db9-830c-af312df6b11e\", \"a1acbad3-1d2c-48af-a0b5-c9d70dcc4962\", \"c76369f8-d40f-4942-b71e-d2e2b38474c7\"], \"total_duration\": 47.0, \"total_sessions\": 3, \"mean_week_duration\": 0.516}}, {\"4618\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-06-26 03:38:09.000000+00:00\", \"2019-10-02 01:36:44.000000+00:00\"], \"session_ids\": [\"3e3b2e5b-52b9-49dd-b490-6db37d4ff341\", \"58408ab1-314a-4bad-ad97-c9d948e8cf68\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.426}}, {\"15137\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-02-11 14:14:33.000000+00:00\", \"2019-03-08 04:15:11.000000+00:00\", \"2020-09-17 18:25:07.000000+00:00\", \"2021-10-11 16:41:14.000000+00:00\", \"2022-11-07 04:44:22.000000+00:00\", \"2020-10-13 02:28:14.000000+00:00\", \"2023-01-29 03:56:54.000000+00:00\", \"2023-02-05 12:57:25.000000+00:00\"], \"session_ids\": [\"b40ff177-c2a8-4837-bcde-3753d1dadea8\", \"87452d18-47ab-47c6-a30a-13d1e0b36423\", \"5716ae21-823d-4291-9bd4-ad826e284861\", \"887df2b0-16cc-4868-8f43-cd340d756986\", \"1ec806ac-a758-4162-bf4b-deb1d3f52ba6\", \"7a3125a8-e8fe-49fe-8580-fbf8d8be677c\", \"55da0021-418d-4d67-82ed-b84c25fd53b9\", \"a1d08000-1f8c-4c71-ac22-2870172e038b\"], \"total_duration\": 196.0, \"total_sessions\": 8, \"mean_week_duration\": 0.956}}, {\"94173\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-01-07 07:11:56.000000+00:00\", \"2020-03-05 13:50:36.000000+00:00\", \"2023-01-11 09:01:59.000000+00:00\", \"2021-12-11 19:26:16.000000+00:00\", \"2022-11-16 19:56:40.000000+00:00\", \"2020-06-18 15:35:59.000000+00:00\", \"2021-07-25 15:46:45.000000+00:00\", \"2022-02-24 08:23:44.000000+00:00\", \"2022-06-02 08:22:41.000000+00:00\", \"2021-07-21 12:05:04.000000+00:00\"], \"session_ids\": [\"98ff1eea-b3cb-4fb4-9cf8-e15c3bce2288\", \"34aea1a8-92b2-4b95-a352-1f079dabeb75\", \"a5aa21b7-8c5c-4d07-9dea-9ad23e435d5b\", \"a2dbd7a7-1702-4fd8-aee1-784225b6e6c5\", \"277efff1-cc79-4d78-91b0-9bc32b10d1e9\", \"b650cdd2-ccf1-4696-a696-ea23b07b275a\", \"a68bad39-f228-4467-9a3c-627c9eb7ee23\", \"5fcf944e-2dd0-4c47-acc5-8e30d907f452\", \"77b38a31-9f6c-449a-a637-ff3f49153b9a\", \"cc52516e-a3ae-490d-9ba5-e44c50e7cfb1\"], \"total_duration\": 7857.0, \"total_sessions\": 10, \"mean_week_duration\": 52.732}}, {\"90144\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-03-26 07:10:53.000000+00:00\", \"2020-06-28 07:04:06.000000+00:00\", \"2021-04-22 00:59:27.000000+00:00\", \"2022-11-20 22:28:58.000000+00:00\", \"2022-07-11 18:22:01.000000+00:00\", \"2022-03-30 07:26:41.000000+00:00\", \"2020-08-18 07:32:59.000000+00:00\", \"2022-05-22 13:24:02.000000+00:00\", \"2022-02-28 15:52:29.000000+00:00\", \"2021-04-12 10:39:09.000000+00:00\", \"2022-12-10 00:38:18.000000+00:00\"], \"session_ids\": [\"840120e4-cb5a-4b89-8059-82b01ed77310\", \"417a60e0-1062-402f-a14f-d5c573fcbbcd\", \"1a9611c1-e6fc-43d6-95f4-29fe2914ed8b\", \"77f89d66-4998-45d2-89fe-4a682d46fec7\", \"f180542d-7a82-4326-acbb-5c3436a76256\", \"c7a288a2-d612-45f2-a7b6-4f7eb5edfd36\", \"6e796d93-473f-483a-8ed7-fa8041e05b57\", \"98c3df58-25cf-4cf5-b216-efde8eb264af\", \"a07c2798-e694-40d0-b4c1-a7d4e70a59bd\", \"6223baf5-97f4-4305-a903-4fbf7fd3bbc3\", \"460edadf-cfc3-41bb-8519-fa39ccb3903a\"], \"total_duration\": 50179.0, \"total_sessions\": 11, \"mean_week_duration\": 392.023}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 6 entries and remove 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[{\"52418\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-04-19 13:10:03.000000+00:00\", \"2021-02-12 02:11:49.000000+00:00\"], \"session_ids\": [\"6f5c774a-877a-40a4-a51c-6b96c48bed3b\", \"85aadcec-951b-4f95-ba84-cac4365a9957\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.179}}, {\"67894\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-02-02 13:21:10.000000+00:00\", \"2021-09-15 15:50:47.000000+00:00\", \"2020-05-06 05:14:12.000000+00:00\"], \"session_ids\": [\"567c1d75-244d-4db9-830c-af312df6b11e\", \"a1acbad3-1d2c-48af-a0b5-c9d70dcc4962\", \"c76369f8-d40f-4942-b71e-d2e2b38474c7\"], \"total_duration\": 47.0, \"total_sessions\": 3, \"mean_week_duration\": 0.516}}, {\"4618\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-06-26 03:38:09.000000+00:00\", \"2019-10-02 01:36:44.000000+00:00\"], \"session_ids\": [\"3e3b2e5b-52b9-49dd-b490-6db37d4ff341\", \"58408ab1-314a-4bad-ad97-c9d948e8cf68\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.426}}, {\"15137\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-02-11 14:14:33.000000+00:00\", \"2019-03-08 04:15:11.000000+00:00\", \"2020-09-17 18:25:07.000000+00:00\", \"2021-10-11 16:41:14.000000+00:00\", \"2022-11-07 04:44:22.000000+00:00\", \"2020-10-13 02:28:14.000000+00:00\", \"2023-01-29 03:56:54.000000+00:00\", \"2023-02-05 12:57:25.000000+00:00\"], \"session_ids\": [\"b40ff177-c2a8-4837-bcde-3753d1dadea8\", \"87452d18-47ab-47c6-a30a-13d1e0b36423\", \"5716ae21-823d-4291-9bd4-ad826e284861\", \"887df2b0-16cc-4868-8f43-cd340d756986\", \"1ec806ac-a758-4162-bf4b-deb1d3f52ba6\", \"7a3125a8-e8fe-49fe-8580-fbf8d8be677c\", \"55da0021-418d-4d67-82ed-b84c25fd53b9\", \"a1d08000-1f8c-4c71-ac22-2870172e038b\"], \"total_duration\": 196.0, \"total_sessions\": 8, \"mean_week_duration\": 0.956}}, {\"94173\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-01-07 07:11:56.000000+00:00\", \"2020-03-05 13:50:36.000000+00:00\", \"2023-01-11 09:01:59.000000+00:00\", \"2021-12-11 19:26:16.000000+00:00\", \"2022-11-16 19:56:40.000000+00:00\", \"2020-06-18 15:35:59.000000+00:00\", \"2021-07-25 15:46:45.000000+00:00\", \"2022-02-24 08:23:44.000000+00:00\", \"2022-06-02 08:22:41.000000+00:00\", \"2021-07-21 12:05:04.000000+00:00\"], \"session_ids\": [\"98ff1eea-b3cb-4fb4-9cf8-e15c3bce2288\", \"34aea1a8-92b2-4b95-a352-1f079dabeb75\", \"a5aa21b7-8c5c-4d07-9dea-9ad23e435d5b\", \"a2dbd7a7-1702-4fd8-aee1-784225b6e6c5\", \"277efff1-cc79-4d78-91b0-9bc32b10d1e9\", \"b650cdd2-ccf1-4696-a696-ea23b07b275a\", \"a68bad39-f228-4467-9a3c-627c9eb7ee23\", \"5fcf944e-2dd0-4c47-acc5-8e30d907f452\", \"77b38a31-9f6c-449a-a637-ff3f49153b9a\", \"cc52516e-a3ae-490d-9ba5-e44c50e7cfb1\"], \"total_duration\": 7857.0, \"total_sessions\": 10, \"mean_week_duration\": 52.732}}, {\"90144\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-03-26 07:10:53.000000+00:00\", \"2020-06-28 07:04:06.000000+00:00\", \"2021-04-22 00:59:27.000000+00:00\", \"2022-11-20 22:28:58.000000+00:00\", \"2022-07-11 18:22:01.000000+00:00\", \"2022-03-30 07:26:41.000000+00:00\", \"2020-08-18 07:32:59.000000+00:00\", \"2022-05-22 13:24:02.000000+00:00\", \"2022-02-28 15:52:29.000000+00:00\", \"2021-04-12 10:39:09.000000+00:00\", \"2022-12-10 00:38:18.000000+00:00\"], \"session_ids\": [\"840120e4-cb5a-4b89-8059-82b01ed77310\", \"417a60e0-1062-402f-a14f-d5c573fcbbcd\", \"1a9611c1-e6fc-43d6-95f4-29fe2914ed8b\", \"77f89d66-4998-45d2-89fe-4a682d46fec7\", \"f180542d-7a82-4326-acbb-5c3436a76256\", \"c7a288a2-d612-45f2-a7b6-4f7eb5edfd36\", \"6e796d93-473f-483a-8ed7-fa8041e05b57\", \"98c3df58-25cf-4cf5-b216-efde8eb264af\", \"a07c2798-e694-40d0-b4c1-a7d4e70a59bd\", \"6223baf5-97f4-4305-a903-4fbf7fd3bbc3\", \"460edadf-cfc3-41bb-8519-fa39ccb3903a\"], \"total_duration\": 50179.0, \"total_sessions\": 11, \"mean_week_duration\": 392.023}}]\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[{\"52418\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-04-19 13:10:03.000000+00:00\", \"2021-02-12 02:11:49.000000+00:00\"], \"session_ids\": [\"6f5c774a-877a-40a4-a51c-6b96c48bed3b\", \"85aadcec-951b-4f95-ba84-cac4365a9957\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.179}}, {\"67894\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-02-02 13:21:10.000000+00:00\", \"2021-09-15 15:50:47.000000+00:00\", \"2020-05-06 05:14:12.000000+00:00\"], \"session_ids\": [\"567c1d75-244d-4db9-830c-af312df6b11e\", \"a1acbad3-1d2c-48af-a0b5-c9d70dcc4962\", \"c76369f8-d40f-4942-b71e-d2e2b38474c7\"], \"total_duration\": 47.0, \"total_sessions\": 3, \"mean_week_duration\": 0.516}}, {\"4618\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-06-26 03:38:09.000000+00:00\", \"2019-10-02 01:36:44.000000+00:00\"], \"session_ids\": [\"3e3b2e5b-52b9-49dd-b490-6db37d4ff341\", \"58408ab1-314a-4bad-ad97-c9d948e8cf68\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.426}}, {\"15137\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-02-11 14:14:33.000000+00:00\", \"2019-03-08 04:15:11.000000+00:00\", \"2020-09-17 18:25:07.000000+00:00\", \"2021-10-11 16:41:14.000000+00:00\", \"2022-11-07 04:44:22.000000+00:00\", \"2020-10-13 02:28:14.000000+00:00\", \"2023-01-29 03:56:54.000000+00:00\", \"2023-02-05 12:57:25.000000+00:00\"], \"session_ids\": [\"b40ff177-c2a8-4837-bcde-3753d1dadea8\", \"87452d18-47ab-47c6-a30a-13d1e0b36423\", \"5716ae21-823d-4291-9bd4-ad826e284861\", \"887df2b0-16cc-4868-8f43-cd340d756986\", \"1ec806ac-a758-4162-bf4b-deb1d3f52ba6\", \"7a3125a8-e8fe-49fe-8580-fbf8d8be677c\", \"55da0021-418d-4d67-82ed-b84c25fd53b9\", \"a1d08000-1f8c-4c71-ac22-2870172e038b\"], \"total_duration\": 196.0, \"total_sessions\": 8, \"mean_week_duration\": 0.956}}, {\"94173\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-01-07 07:11:56.000000+00:00\", \"2020-03-05 13:50:36.000000+00:00\", \"2023-01-11 09:01:59.000000+00:00\", \"2021-12-11 19:26:16.000000+00:00\", \"2022-11-16 19:56:40.000000+00:00\", \"2020-06-18 15:35:59.000000+00:00\", \"2021-07-25 15:46:45.000000+00:00\", \"2022-02-24 08:23:44.000000+00:00\", \"2022-06-02 08:22:41.000000+00:00\", \"2021-07-21 12:05:04.000000+00:00\"], \"session_ids\": [\"98ff1eea-b3cb-4fb4-9cf8-e15c3bce2288\", \"34aea1a8-92b2-4b95-a352-1f079dabeb75\", \"a5aa21b7-8c5c-4d07-9dea-9ad23e435d5b\", \"a2dbd7a7-1702-4fd8-aee1-784225b6e6c5\", \"277efff1-cc79-4d78-91b0-9bc32b10d1e9\", \"b650cdd2-ccf1-4696-a696-ea23b07b275a\", \"a68bad39-f228-4467-9a3c-627c9eb7ee23\", \"5fcf944e-2dd0-4c47-acc5-8e30d907f452\", \"77b38a31-9f6c-449a-a637-ff3f49153b9a\", \"cc52516e-a3ae-490d-9ba5-e44c50e7cfb1\"], \"total_duration\": 7857.0, \"total_sessions\": 10, \"mean_week_duration\": 52.732}}, {\"90144\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-03-26 07:10:53.000000+00:00\", \"2020-06-28 07:04:06.000000+00:00\", \"2021-04-22 00:59:27.000000+00:00\", \"2022-11-20 22:28:58.000000+00:00\", \"2022-07-11 18:22:01.000000+00:00\", \"2022-03-30 07:26:41.000000+00:00\", \"2020-08-18 07:32:59.000000+00:00\", \"2022-05-22 13:24:02.000000+00:00\", \"2022-02-28 15:52:29.000000+00:00\", \"2021-04-12 10:39:09.000000+00:00\", \"2022-12-10 00:38:18.000000+00:00\"], \"session_ids\": [\"840120e4-cb5a-4b89-8059-82b01ed77310\", \"417a60e0-1062-402f-a14f-d5c573fcbbcd\", \"1a9611c1-e6fc-43d6-95f4-29fe2914ed8b\", \"77f89d66-4998-45d2-89fe-4a682d46fec7\", \"f180542d-7a82-4326-acbb-5c3436a76256\", \"c7a288a2-d612-45f2-a7b6-4f7eb5edfd36\", \"6e796d93-473f-483a-8ed7-fa8041e05b57\", \"98c3df58-25cf-4cf5-b216-efde8eb264af\", \"a07c2798-e694-40d0-b4c1-a7d4e70a59bd\", \"6223baf5-97f4-4305-a903-4fbf7fd3bbc3\", \"460edadf-cfc3-41bb-8519-fa39ccb3903a\"], \"total_duration\": 50179.0, \"total_sessions\": 11, \"mean_week_duration\": 392.023}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me an information about 8 users who are top users based on time using the app per week , and implement sorting by duration of sessions per week in ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"1511\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-10-11 13:59:13.000000+00:00\", \"2023-02-06 09:38:17.000000+00:00\", \"2019-02-04 07:54:31.000000+00:00\", \"2022-07-30 14:36:38.000000+00:00\"], \"session_ids\": [\"a058c003-97e3-4fd4-98ba-b3c0534fc94c\", \"02ed1f6e-3185-44c4-be71-63d5c04bd831\", \"74049965-6b44-4f24-8b6c-0ee6e5979b5f\", \"ba713e4c-a6cc-4b38-be84-679f90188429\"], \"total_duration\": 343.0, \"total_sessions\": 4, \"mean_week_duration\": 1.641}, \"51306\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-12 17:15:10.000000+00:00\", \"2020-12-23 08:38:34.000000+00:00\", \"2022-02-06 09:50:47.000000+00:00\", \"2022-03-12 12:04:35.000000+00:00\"], \"session_ids\": [\"00a585f2-8b4f-4c55-bf8e-60fbdd502344\", \"65304957-3983-43a8-a758-44eacaa369bf\", \"96481303-c403-4bed-9067-600d2512ad19\", \"79911643-4104-4dbc-8f7a-19e2d2b27685\"], \"total_duration\": 406.0, \"total_sessions\": 4, \"mean_week_duration\": 3.383}, \"20659\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 5}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-06-12 17:47:19.000000+00:00\", \"2019-10-11 10:25:46.000000+00:00\"], \"session_ids\": [\"726a6eee-dfad-4868-b1e1-4d9184e6368b\", \"73079d12-dc8a-4bb3-96b6-86c81dfd24dc\"], \"total_duration\": 123.0, \"total_sessions\": 2, \"mean_week_duration\": 0.879}, \"94406\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-10-24 13:24:11.000000+00:00\", \"2019-12-27 10:45:35.000000+00:00\", \"2020-04-18 16:38:04.000000+00:00\", \"2022-06-02 00:01:12.000000+00:00\"], \"session_ids\": [\"184ef665-b1c0-4b55-aead-e52813e6ad76\", \"7ab67d3c-7da5-4be3-8491-e1198101c604\", \"31af50a4-5656-49b0-a401-b40680ce8e19\", \"59e66c7e-d1c7-45d9-93ff-4965ab30753d\"], \"total_duration\": 348.0, \"total_sessions\": 4, \"mean_week_duration\": 2.74}, \"64671\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-23 03:11:45.000000+00:00\", \"2019-07-23 09:56:59.000000+00:00\"], \"session_ids\": [\"45014768-ff37-4deb-9cc0-8a4e36254b3f\", \"cae29fe9-62e8-4b0e-baaf-e7f54796b635\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 1.56}, \"11977\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-11-25 09:35:43.000000+00:00\", \"2022-10-26 15:02:55.000000+00:00\", \"2020-11-11 22:13:17.000000+00:00\"], \"session_ids\": [\"fb41efae-9369-47f1-87a7-9f92ad852848\", \"93f7b1d8-8c25-48f7-b242-7bbfff912be2\", \"a1081c89-b46b-498b-adfb-cb88c8747165\"], \"total_duration\": 72.0, \"total_sessions\": 3, \"mean_week_duration\": 0.471}, \"13696\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-10-29 08:07:36.000000+00:00\", \"2020-07-01 02:47:53.000000+00:00\", \"2020-08-05 16:09:07.000000+00:00\", \"2020-10-02 07:52:45.000000+00:00\", \"2020-06-20 16:02:34.000000+00:00\", \"2020-08-20 13:59:44.000000+00:00\", \"2023-04-08 14:08:34.000000+00:00\"], \"session_ids\": [\"311a424f-c2ce-4146-ab8a-c1e8de0e62b6\", \"2f806f4e-bc3a-4623-9d04-f0544f2717d6\", \"648e2859-c642-4a8c-9f00-107d389981ea\", \"eeb872d0-13f2-42f5-b883-d02ba50f7101\", \"fc3f1027-0be4-4cb1-b45e-5024ccca34bc\", \"395c1b5b-490e-4839-ac2e-18ceac8d0407\", \"dfbe362f-9e35-4f10-9ce8-f1a867a14e83\"], \"total_duration\": 5034.0, \"total_sessions\": 7, \"mean_week_duration\": 27.967}, \"38998\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-01-05 07:09:29.000000+00:00\", \"2021-10-29 04:10:12.000000+00:00\", \"2021-02-05 06:42:32.000000+00:00\", \"2022-01-30 20:29:16.000000+00:00\"], \"session_ids\": [\"1681785e-9d59-4d69-9771-05d7f68e3c6a\", \"4abbbede-e942-43a5-8cb6-f81a50b1b681\", \"a3a0afe1-02ff-4ccb-a13e-5c3399d0320c\", \"40c1ebe6-ce11-4448-89f3-c5435ae0cfcb\"], \"total_duration\": 756.0, \"total_sessions\": 4, \"mean_week_duration\": 7.56}, \"27866\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-03-12 18:24:26.000000+00:00\", \"2019-08-11 11:24:35.000000+00:00\"], \"session_ids\": [\"c920f1e8-514d-477b-b82a-108000f9dca3\", \"f8f0f0ef-bb03-47aa-8d78-dfcf67750428\"], \"total_duration\": 221.0, \"total_sessions\": 2, \"mean_week_duration\": 1.637}, \"3531\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-01 23:07:51.000000+00:00\", \"2020-10-15 20:48:46.000000+00:00\"], \"session_ids\": [\"c302fdfe-13cb-45c2-84dc-bed879168bb4\", \"0aa7b7da-5052-4338-bf27-551ad296c797\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 3.25}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the highest 8 mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": true, \"quant_to_remain\": 8}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"13696\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-10-29 08:07:36.000000+00:00\", \"2020-07-01 02:47:53.000000+00:00\", \"2020-08-05 16:09:07.000000+00:00\", \"2020-10-02 07:52:45.000000+00:00\", \"2020-06-20 16:02:34.000000+00:00\", \"2020-08-20 13:59:44.000000+00:00\", \"2023-04-08 14:08:34.000000+00:00\"], \"session_ids\": [\"311a424f-c2ce-4146-ab8a-c1e8de0e62b6\", \"2f806f4e-bc3a-4623-9d04-f0544f2717d6\", \"648e2859-c642-4a8c-9f00-107d389981ea\", \"eeb872d0-13f2-42f5-b883-d02ba50f7101\", \"fc3f1027-0be4-4cb1-b45e-5024ccca34bc\", \"395c1b5b-490e-4839-ac2e-18ceac8d0407\", \"dfbe362f-9e35-4f10-9ce8-f1a867a14e83\"], \"total_duration\": 5034.0, \"total_sessions\": 7, \"mean_week_duration\": 27.967}}, {\"38998\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-01-05 07:09:29.000000+00:00\", \"2021-10-29 04:10:12.000000+00:00\", \"2021-02-05 06:42:32.000000+00:00\", \"2022-01-30 20:29:16.000000+00:00\"], \"session_ids\": [\"1681785e-9d59-4d69-9771-05d7f68e3c6a\", \"4abbbede-e942-43a5-8cb6-f81a50b1b681\", \"a3a0afe1-02ff-4ccb-a13e-5c3399d0320c\", \"40c1ebe6-ce11-4448-89f3-c5435ae0cfcb\"], \"total_duration\": 756.0, \"total_sessions\": 4, \"mean_week_duration\": 7.56}}, {\"51306\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-12 17:15:10.000000+00:00\", \"2020-12-23 08:38:34.000000+00:00\", \"2022-02-06 09:50:47.000000+00:00\", \"2022-03-12 12:04:35.000000+00:00\"], \"session_ids\": [\"00a585f2-8b4f-4c55-bf8e-60fbdd502344\", \"65304957-3983-43a8-a758-44eacaa369bf\", \"96481303-c403-4bed-9067-600d2512ad19\", \"79911643-4104-4dbc-8f7a-19e2d2b27685\"], \"total_duration\": 406.0, \"total_sessions\": 4, \"mean_week_duration\": 3.383}}, {\"3531\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-01 23:07:51.000000+00:00\", \"2020-10-15 20:48:46.000000+00:00\"], \"session_ids\": [\"c302fdfe-13cb-45c2-84dc-bed879168bb4\", \"0aa7b7da-5052-4338-bf27-551ad296c797\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 3.25}}, {\"94406\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-10-24 13:24:11.000000+00:00\", \"2019-12-27 10:45:35.000000+00:00\", \"2020-04-18 16:38:04.000000+00:00\", \"2022-06-02 00:01:12.000000+00:00\"], \"session_ids\": [\"184ef665-b1c0-4b55-aead-e52813e6ad76\", \"7ab67d3c-7da5-4be3-8491-e1198101c604\", \"31af50a4-5656-49b0-a401-b40680ce8e19\", \"59e66c7e-d1c7-45d9-93ff-4965ab30753d\"], \"total_duration\": 348.0, \"total_sessions\": 4, \"mean_week_duration\": 2.74}}, {\"1511\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-10-11 13:59:13.000000+00:00\", \"2023-02-06 09:38:17.000000+00:00\", \"2019-02-04 07:54:31.000000+00:00\", \"2022-07-30 14:36:38.000000+00:00\"], \"session_ids\": [\"a058c003-97e3-4fd4-98ba-b3c0534fc94c\", \"02ed1f6e-3185-44c4-be71-63d5c04bd831\", \"74049965-6b44-4f24-8b6c-0ee6e5979b5f\", \"ba713e4c-a6cc-4b38-be84-679f90188429\"], \"total_duration\": 343.0, \"total_sessions\": 4, \"mean_week_duration\": 1.641}}, {\"27866\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-03-12 18:24:26.000000+00:00\", \"2019-08-11 11:24:35.000000+00:00\"], \"session_ids\": [\"c920f1e8-514d-477b-b82a-108000f9dca3\", \"f8f0f0ef-bb03-47aa-8d78-dfcf67750428\"], \"total_duration\": 221.0, \"total_sessions\": 2, \"mean_week_duration\": 1.637}}, {\"64671\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-23 03:11:45.000000+00:00\", \"2019-07-23 09:56:59.000000+00:00\"], \"session_ids\": [\"45014768-ff37-4deb-9cc0-8a4e36254b3f\", \"cae29fe9-62e8-4b0e-baaf-e7f54796b635\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 1.56}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by 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[{\"64671\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-23 03:11:45.000000+00:00\", \"2019-07-23 09:56:59.000000+00:00\"], \"session_ids\": [\"45014768-ff37-4deb-9cc0-8a4e36254b3f\", \"cae29fe9-62e8-4b0e-baaf-e7f54796b635\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 1.56}}, {\"27866\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-03-12 18:24:26.000000+00:00\", \"2019-08-11 11:24:35.000000+00:00\"], \"session_ids\": [\"c920f1e8-514d-477b-b82a-108000f9dca3\", \"f8f0f0ef-bb03-47aa-8d78-dfcf67750428\"], \"total_duration\": 221.0, \"total_sessions\": 2, \"mean_week_duration\": 1.637}}, {\"1511\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-10-11 13:59:13.000000+00:00\", \"2023-02-06 09:38:17.000000+00:00\", \"2019-02-04 07:54:31.000000+00:00\", \"2022-07-30 14:36:38.000000+00:00\"], \"session_ids\": [\"a058c003-97e3-4fd4-98ba-b3c0534fc94c\", \"02ed1f6e-3185-44c4-be71-63d5c04bd831\", \"74049965-6b44-4f24-8b6c-0ee6e5979b5f\", \"ba713e4c-a6cc-4b38-be84-679f90188429\"], \"total_duration\": 343.0, \"total_sessions\": 4, \"mean_week_duration\": 1.641}}, {\"94406\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-10-24 13:24:11.000000+00:00\", \"2019-12-27 10:45:35.000000+00:00\", \"2020-04-18 16:38:04.000000+00:00\", \"2022-06-02 00:01:12.000000+00:00\"], \"session_ids\": [\"184ef665-b1c0-4b55-aead-e52813e6ad76\", \"7ab67d3c-7da5-4be3-8491-e1198101c604\", \"31af50a4-5656-49b0-a401-b40680ce8e19\", \"59e66c7e-d1c7-45d9-93ff-4965ab30753d\"], \"total_duration\": 348.0, \"total_sessions\": 4, \"mean_week_duration\": 2.74}}, {\"3531\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-01 23:07:51.000000+00:00\", \"2020-10-15 20:48:46.000000+00:00\"], \"session_ids\": [\"c302fdfe-13cb-45c2-84dc-bed879168bb4\", \"0aa7b7da-5052-4338-bf27-551ad296c797\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 3.25}}, {\"51306\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-12 17:15:10.000000+00:00\", \"2020-12-23 08:38:34.000000+00:00\", \"2022-02-06 09:50:47.000000+00:00\", \"2022-03-12 12:04:35.000000+00:00\"], \"session_ids\": [\"00a585f2-8b4f-4c55-bf8e-60fbdd502344\", \"65304957-3983-43a8-a758-44eacaa369bf\", \"96481303-c403-4bed-9067-600d2512ad19\", \"79911643-4104-4dbc-8f7a-19e2d2b27685\"], \"total_duration\": 406.0, \"total_sessions\": 4, \"mean_week_duration\": 3.383}}, {\"38998\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-01-05 07:09:29.000000+00:00\", \"2021-10-29 04:10:12.000000+00:00\", \"2021-02-05 06:42:32.000000+00:00\", \"2022-01-30 20:29:16.000000+00:00\"], \"session_ids\": [\"1681785e-9d59-4d69-9771-05d7f68e3c6a\", \"4abbbede-e942-43a5-8cb6-f81a50b1b681\", \"a3a0afe1-02ff-4ccb-a13e-5c3399d0320c\", \"40c1ebe6-ce11-4448-89f3-c5435ae0cfcb\"], \"total_duration\": 756.0, \"total_sessions\": 4, \"mean_week_duration\": 7.56}}, {\"13696\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-10-29 08:07:36.000000+00:00\", \"2020-07-01 02:47:53.000000+00:00\", \"2020-08-05 16:09:07.000000+00:00\", \"2020-10-02 07:52:45.000000+00:00\", \"2020-06-20 16:02:34.000000+00:00\", \"2020-08-20 13:59:44.000000+00:00\", \"2023-04-08 14:08:34.000000+00:00\"], \"session_ids\": [\"311a424f-c2ce-4146-ab8a-c1e8de0e62b6\", \"2f806f4e-bc3a-4623-9d04-f0544f2717d6\", \"648e2859-c642-4a8c-9f00-107d389981ea\", \"eeb872d0-13f2-42f5-b883-d02ba50f7101\", \"fc3f1027-0be4-4cb1-b45e-5024ccca34bc\", \"395c1b5b-490e-4839-ac2e-18ceac8d0407\", \"dfbe362f-9e35-4f10-9ce8-f1a867a14e83\"], \"total_duration\": 5034.0, \"total_sessions\": 7, \"mean_week_duration\": 27.967}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 8 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"64671\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-23 03:11:45.000000+00:00\", \"2019-07-23 09:56:59.000000+00:00\"], \"session_ids\": [\"45014768-ff37-4deb-9cc0-8a4e36254b3f\", \"cae29fe9-62e8-4b0e-baaf-e7f54796b635\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 1.56}}, {\"27866\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-03-12 18:24:26.000000+00:00\", \"2019-08-11 11:24:35.000000+00:00\"], \"session_ids\": [\"c920f1e8-514d-477b-b82a-108000f9dca3\", \"f8f0f0ef-bb03-47aa-8d78-dfcf67750428\"], \"total_duration\": 221.0, \"total_sessions\": 2, \"mean_week_duration\": 1.637}}, {\"1511\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-10-11 13:59:13.000000+00:00\", \"2023-02-06 09:38:17.000000+00:00\", \"2019-02-04 07:54:31.000000+00:00\", \"2022-07-30 14:36:38.000000+00:00\"], \"session_ids\": [\"a058c003-97e3-4fd4-98ba-b3c0534fc94c\", \"02ed1f6e-3185-44c4-be71-63d5c04bd831\", \"74049965-6b44-4f24-8b6c-0ee6e5979b5f\", \"ba713e4c-a6cc-4b38-be84-679f90188429\"], \"total_duration\": 343.0, \"total_sessions\": 4, \"mean_week_duration\": 1.641}}, {\"94406\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-10-24 13:24:11.000000+00:00\", \"2019-12-27 10:45:35.000000+00:00\", \"2020-04-18 16:38:04.000000+00:00\", \"2022-06-02 00:01:12.000000+00:00\"], \"session_ids\": [\"184ef665-b1c0-4b55-aead-e52813e6ad76\", \"7ab67d3c-7da5-4be3-8491-e1198101c604\", \"31af50a4-5656-49b0-a401-b40680ce8e19\", \"59e66c7e-d1c7-45d9-93ff-4965ab30753d\"], \"total_duration\": 348.0, \"total_sessions\": 4, \"mean_week_duration\": 2.74}}, {\"3531\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-01 23:07:51.000000+00:00\", \"2020-10-15 20:48:46.000000+00:00\"], \"session_ids\": [\"c302fdfe-13cb-45c2-84dc-bed879168bb4\", \"0aa7b7da-5052-4338-bf27-551ad296c797\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 3.25}}, {\"51306\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-12 17:15:10.000000+00:00\", \"2020-12-23 08:38:34.000000+00:00\", \"2022-02-06 09:50:47.000000+00:00\", \"2022-03-12 12:04:35.000000+00:00\"], \"session_ids\": [\"00a585f2-8b4f-4c55-bf8e-60fbdd502344\", \"65304957-3983-43a8-a758-44eacaa369bf\", \"96481303-c403-4bed-9067-600d2512ad19\", \"79911643-4104-4dbc-8f7a-19e2d2b27685\"], \"total_duration\": 406.0, \"total_sessions\": 4, \"mean_week_duration\": 3.383}}, {\"38998\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-01-05 07:09:29.000000+00:00\", \"2021-10-29 04:10:12.000000+00:00\", \"2021-02-05 06:42:32.000000+00:00\", \"2022-01-30 20:29:16.000000+00:00\"], \"session_ids\": [\"1681785e-9d59-4d69-9771-05d7f68e3c6a\", \"4abbbede-e942-43a5-8cb6-f81a50b1b681\", \"a3a0afe1-02ff-4ccb-a13e-5c3399d0320c\", \"40c1ebe6-ce11-4448-89f3-c5435ae0cfcb\"], \"total_duration\": 756.0, \"total_sessions\": 4, \"mean_week_duration\": 7.56}}, {\"13696\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-10-29 08:07:36.000000+00:00\", \"2020-07-01 02:47:53.000000+00:00\", \"2020-08-05 16:09:07.000000+00:00\", \"2020-10-02 07:52:45.000000+00:00\", \"2020-06-20 16:02:34.000000+00:00\", \"2020-08-20 13:59:44.000000+00:00\", \"2023-04-08 14:08:34.000000+00:00\"], \"session_ids\": [\"311a424f-c2ce-4146-ab8a-c1e8de0e62b6\", \"2f806f4e-bc3a-4623-9d04-f0544f2717d6\", \"648e2859-c642-4a8c-9f00-107d389981ea\", \"eeb872d0-13f2-42f5-b883-d02ba50f7101\", \"fc3f1027-0be4-4cb1-b45e-5024ccca34bc\", \"395c1b5b-490e-4839-ac2e-18ceac8d0407\", \"dfbe362f-9e35-4f10-9ce8-f1a867a14e83\"], \"total_duration\": 5034.0, \"total_sessions\": 7, \"mean_week_duration\": 27.967}}]\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[{\"64671\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-23 03:11:45.000000+00:00\", \"2019-07-23 09:56:59.000000+00:00\"], \"session_ids\": [\"45014768-ff37-4deb-9cc0-8a4e36254b3f\", \"cae29fe9-62e8-4b0e-baaf-e7f54796b635\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 1.56}}, {\"27866\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-03-12 18:24:26.000000+00:00\", \"2019-08-11 11:24:35.000000+00:00\"], \"session_ids\": [\"c920f1e8-514d-477b-b82a-108000f9dca3\", \"f8f0f0ef-bb03-47aa-8d78-dfcf67750428\"], \"total_duration\": 221.0, \"total_sessions\": 2, \"mean_week_duration\": 1.637}}, {\"1511\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-10-11 13:59:13.000000+00:00\", \"2023-02-06 09:38:17.000000+00:00\", \"2019-02-04 07:54:31.000000+00:00\", \"2022-07-30 14:36:38.000000+00:00\"], \"session_ids\": [\"a058c003-97e3-4fd4-98ba-b3c0534fc94c\", \"02ed1f6e-3185-44c4-be71-63d5c04bd831\", \"74049965-6b44-4f24-8b6c-0ee6e5979b5f\", \"ba713e4c-a6cc-4b38-be84-679f90188429\"], \"total_duration\": 343.0, \"total_sessions\": 4, \"mean_week_duration\": 1.641}}, {\"94406\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-10-24 13:24:11.000000+00:00\", \"2019-12-27 10:45:35.000000+00:00\", \"2020-04-18 16:38:04.000000+00:00\", \"2022-06-02 00:01:12.000000+00:00\"], \"session_ids\": [\"184ef665-b1c0-4b55-aead-e52813e6ad76\", \"7ab67d3c-7da5-4be3-8491-e1198101c604\", \"31af50a4-5656-49b0-a401-b40680ce8e19\", \"59e66c7e-d1c7-45d9-93ff-4965ab30753d\"], \"total_duration\": 348.0, \"total_sessions\": 4, \"mean_week_duration\": 2.74}}, {\"3531\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-01 23:07:51.000000+00:00\", \"2020-10-15 20:48:46.000000+00:00\"], \"session_ids\": [\"c302fdfe-13cb-45c2-84dc-bed879168bb4\", \"0aa7b7da-5052-4338-bf27-551ad296c797\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 3.25}}, {\"51306\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-12 17:15:10.000000+00:00\", \"2020-12-23 08:38:34.000000+00:00\", \"2022-02-06 09:50:47.000000+00:00\", \"2022-03-12 12:04:35.000000+00:00\"], \"session_ids\": [\"00a585f2-8b4f-4c55-bf8e-60fbdd502344\", \"65304957-3983-43a8-a758-44eacaa369bf\", \"96481303-c403-4bed-9067-600d2512ad19\", \"79911643-4104-4dbc-8f7a-19e2d2b27685\"], \"total_duration\": 406.0, \"total_sessions\": 4, \"mean_week_duration\": 3.383}}, {\"38998\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-01-05 07:09:29.000000+00:00\", \"2021-10-29 04:10:12.000000+00:00\", \"2021-02-05 06:42:32.000000+00:00\", \"2022-01-30 20:29:16.000000+00:00\"], \"session_ids\": [\"1681785e-9d59-4d69-9771-05d7f68e3c6a\", \"4abbbede-e942-43a5-8cb6-f81a50b1b681\", \"a3a0afe1-02ff-4ccb-a13e-5c3399d0320c\", \"40c1ebe6-ce11-4448-89f3-c5435ae0cfcb\"], \"total_duration\": 756.0, \"total_sessions\": 4, \"mean_week_duration\": 7.56}}, {\"13696\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-10-29 08:07:36.000000+00:00\", \"2020-07-01 02:47:53.000000+00:00\", \"2020-08-05 16:09:07.000000+00:00\", \"2020-10-02 07:52:45.000000+00:00\", \"2020-06-20 16:02:34.000000+00:00\", \"2020-08-20 13:59:44.000000+00:00\", \"2023-04-08 14:08:34.000000+00:00\"], \"session_ids\": [\"311a424f-c2ce-4146-ab8a-c1e8de0e62b6\", \"2f806f4e-bc3a-4623-9d04-f0544f2717d6\", \"648e2859-c642-4a8c-9f00-107d389981ea\", \"eeb872d0-13f2-42f5-b883-d02ba50f7101\", \"fc3f1027-0be4-4cb1-b45e-5024ccca34bc\", \"395c1b5b-490e-4839-ac2e-18ceac8d0407\", \"dfbe362f-9e35-4f10-9ce8-f1a867a14e83\"], \"total_duration\": 5034.0, \"total_sessions\": 7, \"mean_week_duration\": 27.967}}]\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 3 users pieces of information whose sum of duration is strictly less than 90 and greater than 3549 , carry out sorting by city naming in desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"95459\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-26 12:28:11.000000+00:00\", \"2020-12-05 01:22:27.000000+00:00\", \"2021-12-18 06:33:33.000000+00:00\", \"2023-01-23 04:13:53.000000+00:00\", \"2019-10-15 18:46:20.000000+00:00\", \"2021-08-01 07:02:15.000000+00:00\", \"2019-09-23 14:08:58.000000+00:00\"], \"session_ids\": [\"ba05eada-84d0-4e67-adad-624065276784\", \"a9a92b10-873b-40d6-b90b-1c3eec5fc323\", \"d59e6b5c-d3f9-428e-abfd-bd5901bc6fb3\", \"435c6b74-fb59-4736-ac45-c818dc93838d\", \"4d8a119f-353b-4d92-914d-53235187e92c\", \"724f3300-5fe9-41b2-8468-c194ffcded6e\", \"e18babaa-5a96-47b9-81bd-9cdbc2584649\"], \"total_duration\": 3809.0, \"total_sessions\": 7, \"mean_week_duration\": 21.891}, \"7691\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-01-22 12:48:19.000000+00:00\", \"2022-09-29 06:11:48.000000+00:00\"], \"session_ids\": [\"0d969bed-793e-4416-b8e4-46ee036b33eb\", \"dbbbb94c-ed73-4c38-aa36-6a5b0833074d\"], \"total_duration\": 141.0, \"total_sessions\": 2, \"mean_week_duration\": 8.294}, \"14564\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-05-15 17:54:04.000000+00:00\", \"2020-10-16 22:08:49.000000+00:00\"], \"session_ids\": [\"c9be603a-37b6-4b63-9326-a8a4e28e0fdc\", \"01b48d60-f54b-4fdd-80ef-8ac173b55281\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 1.157}, \"76838\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-02-20 08:10:18.000000+00:00\", \"2019-07-09 03:33:07.000000+00:00\", \"2020-01-20 22:04:13.000000+00:00\", \"2023-05-09 20:12:56.000000+00:00\"], \"session_ids\": [\"f2fd9688-5cad-4324-a098-c6bbe6349bca\", \"6556b4be-b290-43ee-b4f9-27f4f25f59ab\", \"3780a14d-41f2-402e-b6f8-d0b16d963772\", \"389dc33d-f0f6-44cb-ad60-1a542103e279\"], \"total_duration\": 1426.0, \"total_sessions\": 4, \"mean_week_duration\": 7.13}, \"59530\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-09-20 07:58:59.000000+00:00\", \"2023-05-13 07:29:40.000000+00:00\", \"2022-11-27 20:50:44.000000+00:00\", \"2022-06-20 10:16:46.000000+00:00\", \"2022-01-19 03:39:45.000000+00:00\", \"2021-10-16 07:07:21.000000+00:00\", \"2021-06-14 14:59:12.000000+00:00\", \"2019-03-28 16:27:55.000000+00:00\"], \"session_ids\": [\"845e22b7-fee9-42b8-a2bb-bfd3b846c379\", \"3cbbd1a9-e4a6-4861-8a8e-9b17e727a0cb\", \"a288ba05-2e78-461c-ad26-cd5116b5af11\", \"eb818e5d-d92e-428a-ac5e-13c70d288cb5\", \"2c33a107-f5ec-485c-89bc-829c5d20b693\", \"cff151a3-e0d6-41d7-b85e-f7cb9dd0f85f\", \"34ba4ac9-0a1e-4929-8bdb-4b0d58744fd5\", \"c2813173-2a63-4aa7-a099-8484288b0b02\"], \"total_duration\": 1548.0, \"total_sessions\": 8, \"mean_week_duration\": 7.167}, \"85157\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-29 18:00:05.000000+00:00\", \"2020-05-22 15:25:28.000000+00:00\"], \"session_ids\": [\"32762289-5bbf-405a-925a-f62b510119de\", \"a5bb41fe-b8df-4a49-aea6-b215cc7a2282\"], \"total_duration\": 148.0, \"total_sessions\": 2, \"mean_week_duration\": 9.867}, \"34085\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-01-15 11:05:38.000000+00:00\", \"2023-04-29 02:05:04.000000+00:00\"], \"session_ids\": [\"c6431fca-4ab8-4b9e-8026-a30f93705098\", \"ea5f14f0-783a-46e1-9759-5b36fd493647\"], \"total_duration\": 311.0, \"total_sessions\": 2, \"mean_week_duration\": 20.733}, \"9630\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-04 22:44:20.000000+00:00\", \"2023-05-19 06:42:06.000000+00:00\"], \"session_ids\": [\"568f2812-b206-4467-8868-1d384c3867c9\", \"42a2042e-f740-4a31-9bca-42fec95b180f\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 1.302}, \"86471\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 5, \"Apply Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-12 23:01:25.000000+00:00\", \"2023-03-21 09:40:55.000000+00:00\", \"2019-05-24 01:14:16.000000+00:00\", \"2020-08-31 07:53:52.000000+00:00\", \"2020-03-23 07:32:49.000000+00:00\", \"2022-09-17 05:43:58.000000+00:00\", \"2022-10-24 14:34:24.000000+00:00\", \"2020-08-19 16:59:05.000000+00:00\"], \"session_ids\": [\"ae8b1c83-3f23-43ad-86a6-f1227f56be61\", \"e5027c95-6a5c-41ed-badd-5609f94b00ee\", \"a87d14e3-b513-4def-b42e-3ac75751e290\", \"1db08334-9970-4b95-8817-77f1d6f11c86\", \"4cab589f-6760-43e4-affa-88c4b634b2c5\", \"3b6c44cf-7d75-46cb-b290-6a7ecc7539f8\", \"78f8ac08-8aeb-4f4c-a886-85088668eb35\", \"2401c8ec-c1ce-4101-9e83-4d9d98baeea6\"], \"total_duration\": 9161.0, \"total_sessions\": 8, \"mean_week_duration\": 45.805}, \"40120\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-01-09 19:58:25.000000+00:00\", \"2020-05-06 19:16:43.000000+00:00\"], \"session_ids\": [\"35050ce3-f366-4b6a-8f1a-0049d1e7c5c9\", \"1ddc0556-6933-444e-a9c2-e2aa9a074442\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 1.294}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are less than 90 and are equal or greater than 3549"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_duration\": [[90, 3549]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"40120\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-01-09 19:58:25.000000+00:00\", \"2020-05-06 19:16:43.000000+00:00\"], \"session_ids\": [\"35050ce3-f366-4b6a-8f1a-0049d1e7c5c9\", \"1ddc0556-6933-444e-a9c2-e2aa9a074442\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 1.294}, \"95459\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-26 12:28:11.000000+00:00\", \"2020-12-05 01:22:27.000000+00:00\", \"2021-12-18 06:33:33.000000+00:00\", \"2023-01-23 04:13:53.000000+00:00\", \"2019-10-15 18:46:20.000000+00:00\", \"2021-08-01 07:02:15.000000+00:00\", \"2019-09-23 14:08:58.000000+00:00\"], \"session_ids\": [\"ba05eada-84d0-4e67-adad-624065276784\", \"a9a92b10-873b-40d6-b90b-1c3eec5fc323\", \"d59e6b5c-d3f9-428e-abfd-bd5901bc6fb3\", \"435c6b74-fb59-4736-ac45-c818dc93838d\", \"4d8a119f-353b-4d92-914d-53235187e92c\", \"724f3300-5fe9-41b2-8468-c194ffcded6e\", \"e18babaa-5a96-47b9-81bd-9cdbc2584649\"], \"total_duration\": 3809.0, \"total_sessions\": 7, \"mean_week_duration\": 21.891}, \"86471\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 5, \"Apply Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-12 23:01:25.000000+00:00\", \"2023-03-21 09:40:55.000000+00:00\", \"2019-05-24 01:14:16.000000+00:00\", \"2020-08-31 07:53:52.000000+00:00\", \"2020-03-23 07:32:49.000000+00:00\", \"2022-09-17 05:43:58.000000+00:00\", \"2022-10-24 14:34:24.000000+00:00\", \"2020-08-19 16:59:05.000000+00:00\"], \"session_ids\": [\"ae8b1c83-3f23-43ad-86a6-f1227f56be61\", \"e5027c95-6a5c-41ed-badd-5609f94b00ee\", \"a87d14e3-b513-4def-b42e-3ac75751e290\", \"1db08334-9970-4b95-8817-77f1d6f11c86\", \"4cab589f-6760-43e4-affa-88c4b634b2c5\", \"3b6c44cf-7d75-46cb-b290-6a7ecc7539f8\", \"78f8ac08-8aeb-4f4c-a886-85088668eb35\", \"2401c8ec-c1ce-4101-9e83-4d9d98baeea6\"], \"total_duration\": 9161.0, \"total_sessions\": 8, \"mean_week_duration\": 45.805}}\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[{\"95459\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-26 12:28:11.000000+00:00\", \"2020-12-05 01:22:27.000000+00:00\", \"2021-12-18 06:33:33.000000+00:00\", \"2023-01-23 04:13:53.000000+00:00\", \"2019-10-15 18:46:20.000000+00:00\", \"2021-08-01 07:02:15.000000+00:00\", \"2019-09-23 14:08:58.000000+00:00\"], \"session_ids\": [\"ba05eada-84d0-4e67-adad-624065276784\", \"a9a92b10-873b-40d6-b90b-1c3eec5fc323\", \"d59e6b5c-d3f9-428e-abfd-bd5901bc6fb3\", \"435c6b74-fb59-4736-ac45-c818dc93838d\", \"4d8a119f-353b-4d92-914d-53235187e92c\", \"724f3300-5fe9-41b2-8468-c194ffcded6e\", \"e18babaa-5a96-47b9-81bd-9cdbc2584649\"], \"total_duration\": 3809.0, \"total_sessions\": 7, \"mean_week_duration\": 21.891}}, {\"86471\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 5, \"Apply Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-12 23:01:25.000000+00:00\", \"2023-03-21 09:40:55.000000+00:00\", \"2019-05-24 01:14:16.000000+00:00\", \"2020-08-31 07:53:52.000000+00:00\", \"2020-03-23 07:32:49.000000+00:00\", \"2022-09-17 05:43:58.000000+00:00\", \"2022-10-24 14:34:24.000000+00:00\", \"2020-08-19 16:59:05.000000+00:00\"], \"session_ids\": [\"ae8b1c83-3f23-43ad-86a6-f1227f56be61\", \"e5027c95-6a5c-41ed-badd-5609f94b00ee\", \"a87d14e3-b513-4def-b42e-3ac75751e290\", \"1db08334-9970-4b95-8817-77f1d6f11c86\", \"4cab589f-6760-43e4-affa-88c4b634b2c5\", \"3b6c44cf-7d75-46cb-b290-6a7ecc7539f8\", \"78f8ac08-8aeb-4f4c-a886-85088668eb35\", \"2401c8ec-c1ce-4101-9e83-4d9d98baeea6\"], \"total_duration\": 9161.0, \"total_sessions\": 8, \"mean_week_duration\": 45.805}}, {\"40120\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-01-09 19:58:25.000000+00:00\", \"2020-05-06 19:16:43.000000+00:00\"], \"session_ids\": [\"35050ce3-f366-4b6a-8f1a-0049d1e7c5c9\", \"1ddc0556-6933-444e-a9c2-e2aa9a074442\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 1.294}}]\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[{\"95459\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-26 12:28:11.000000+00:00\", \"2020-12-05 01:22:27.000000+00:00\", \"2021-12-18 06:33:33.000000+00:00\", \"2023-01-23 04:13:53.000000+00:00\", \"2019-10-15 18:46:20.000000+00:00\", \"2021-08-01 07:02:15.000000+00:00\", \"2019-09-23 14:08:58.000000+00:00\"], \"session_ids\": [\"ba05eada-84d0-4e67-adad-624065276784\", \"a9a92b10-873b-40d6-b90b-1c3eec5fc323\", \"d59e6b5c-d3f9-428e-abfd-bd5901bc6fb3\", \"435c6b74-fb59-4736-ac45-c818dc93838d\", \"4d8a119f-353b-4d92-914d-53235187e92c\", \"724f3300-5fe9-41b2-8468-c194ffcded6e\", \"e18babaa-5a96-47b9-81bd-9cdbc2584649\"], \"total_duration\": 3809.0, \"total_sessions\": 7, \"mean_week_duration\": 21.891}}, {\"86471\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 5, \"Apply Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-12 23:01:25.000000+00:00\", \"2023-03-21 09:40:55.000000+00:00\", \"2019-05-24 01:14:16.000000+00:00\", \"2020-08-31 07:53:52.000000+00:00\", \"2020-03-23 07:32:49.000000+00:00\", \"2022-09-17 05:43:58.000000+00:00\", \"2022-10-24 14:34:24.000000+00:00\", \"2020-08-19 16:59:05.000000+00:00\"], \"session_ids\": [\"ae8b1c83-3f23-43ad-86a6-f1227f56be61\", \"e5027c95-6a5c-41ed-badd-5609f94b00ee\", \"a87d14e3-b513-4def-b42e-3ac75751e290\", \"1db08334-9970-4b95-8817-77f1d6f11c86\", \"4cab589f-6760-43e4-affa-88c4b634b2c5\", \"3b6c44cf-7d75-46cb-b290-6a7ecc7539f8\", \"78f8ac08-8aeb-4f4c-a886-85088668eb35\", \"2401c8ec-c1ce-4101-9e83-4d9d98baeea6\"], \"total_duration\": 9161.0, \"total_sessions\": 8, \"mean_week_duration\": 45.805}}, {\"40120\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-01-09 19:58:25.000000+00:00\", \"2020-05-06 19:16:43.000000+00:00\"], \"session_ids\": [\"35050ce3-f366-4b6a-8f1a-0049d1e7c5c9\", \"1ddc0556-6933-444e-a9c2-e2aa9a074442\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 1.294}}]\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[{\"95459\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-26 12:28:11.000000+00:00\", \"2020-12-05 01:22:27.000000+00:00\", \"2021-12-18 06:33:33.000000+00:00\", \"2023-01-23 04:13:53.000000+00:00\", \"2019-10-15 18:46:20.000000+00:00\", \"2021-08-01 07:02:15.000000+00:00\", \"2019-09-23 14:08:58.000000+00:00\"], \"session_ids\": [\"ba05eada-84d0-4e67-adad-624065276784\", \"a9a92b10-873b-40d6-b90b-1c3eec5fc323\", \"d59e6b5c-d3f9-428e-abfd-bd5901bc6fb3\", \"435c6b74-fb59-4736-ac45-c818dc93838d\", \"4d8a119f-353b-4d92-914d-53235187e92c\", \"724f3300-5fe9-41b2-8468-c194ffcded6e\", \"e18babaa-5a96-47b9-81bd-9cdbc2584649\"], \"total_duration\": 3809.0, \"total_sessions\": 7, \"mean_week_duration\": 21.891}}, {\"86471\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 5, \"Apply Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-12 23:01:25.000000+00:00\", \"2023-03-21 09:40:55.000000+00:00\", \"2019-05-24 01:14:16.000000+00:00\", \"2020-08-31 07:53:52.000000+00:00\", \"2020-03-23 07:32:49.000000+00:00\", \"2022-09-17 05:43:58.000000+00:00\", \"2022-10-24 14:34:24.000000+00:00\", \"2020-08-19 16:59:05.000000+00:00\"], \"session_ids\": [\"ae8b1c83-3f23-43ad-86a6-f1227f56be61\", \"e5027c95-6a5c-41ed-badd-5609f94b00ee\", \"a87d14e3-b513-4def-b42e-3ac75751e290\", \"1db08334-9970-4b95-8817-77f1d6f11c86\", \"4cab589f-6760-43e4-affa-88c4b634b2c5\", \"3b6c44cf-7d75-46cb-b290-6a7ecc7539f8\", \"78f8ac08-8aeb-4f4c-a886-85088668eb35\", \"2401c8ec-c1ce-4101-9e83-4d9d98baeea6\"], \"total_duration\": 9161.0, \"total_sessions\": 8, \"mean_week_duration\": 45.805}}, {\"40120\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-01-09 19:58:25.000000+00:00\", \"2020-05-06 19:16:43.000000+00:00\"], \"session_ids\": [\"35050ce3-f366-4b6a-8f1a-0049d1e7c5c9\", \"1ddc0556-6933-444e-a9c2-e2aa9a074442\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 1.294}}]\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": "I'm curious about 6 users with a mean week duration that is above 19 and below 41 as well as sort by sum of duration desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"49512\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-05-21 23:02:31.000000+00:00\", \"2020-03-03 11:03:25.000000+00:00\", \"2023-06-01 17:29:41.000000+00:00\", \"2020-10-31 20:44:59.000000+00:00\", \"2019-05-15 13:22:49.000000+00:00\", \"2019-10-17 08:41:49.000000+00:00\"], \"session_ids\": [\"72d10126-6f1a-4310-9a62-3011a4a7ddd1\", \"a26acd5f-1448-4e6f-a2b6-b986c94e2980\", \"dbccb5a6-a0df-4d86-bdf9-2adc44ccb6d1\", \"89f3aa38-7703-49e7-8c11-45289623001b\", \"98d86c62-5331-4d00-9b8d-b27883f52ff0\", \"6116a2f2-abf7-4f2e-b6a1-c6de7f2e0b57\"], \"total_duration\": 1272.0, \"total_sessions\": 6, \"mean_week_duration\": 6.0}, \"38816\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2020-07-06 16:39:02.000000+00:00\", \"2020-05-25 19:27:10.000000+00:00\", \"2021-06-17 23:29:53.000000+00:00\"], \"session_ids\": [\"7c2fe7cf-b24f-4f9b-ad9d-ef8ca4cfd020\", \"21b594f3-77ff-4b2e-97f9-4cce05fb08e1\", \"9ecf7ee8-d695-42e7-80fd-1048b86a5822\"], \"total_duration\": 224.0, \"total_sessions\": 3, \"mean_week_duration\": 4.0}, \"35243\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-07-04 14:41:30.000000+00:00\", \"2022-09-29 14:57:28.000000+00:00\", \"2022-12-18 17:13:46.000000+00:00\", \"2022-10-08 17:53:16.000000+00:00\", \"2022-11-08 23:50:08.000000+00:00\"], \"session_ids\": [\"7b19f015-cdfb-497d-8ae6-aba48f1a3f53\", \"3593aac6-26f6-48b9-8f3b-65687e13bb19\", \"5394aac1-44b6-420e-9774-4e0cecdf514c\", \"f83ef5d9-83cd-41b3-a85e-396545dfe298\", \"cd2c8759-42cc-49f4-b408-907852b231b1\"], \"total_duration\": 1433.0, \"total_sessions\": 5, \"mean_week_duration\": 59.708}, \"40599\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-10-28 23:36:22.000000+00:00\", \"2021-05-31 22:44:52.000000+00:00\"], \"session_ids\": [\"b2e249fd-fffb-4170-a902-d453a38c92b7\", \"8223ae7c-4c94-48e1-9736-0205bd9e5569\"], \"total_duration\": 439.0, \"total_sessions\": 2, \"mean_week_duration\": 19.955}, \"46063\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-04-19 05:00:02.000000+00:00\", \"2019-06-29 03:28:28.000000+00:00\"], \"session_ids\": [\"b5542714-541f-4c5c-901b-dfda3d7abf1c\", \"229ca7fc-2ece-48c6-94b5-b53246691cd3\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 1.047}, \"30788\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-05-27 16:50:45.000000+00:00\", \"2022-06-07 23:43:01.000000+00:00\"], \"session_ids\": [\"5f24e912-bf12-4926-bfae-5156edb754c4\", \"817ec156-453e-4f1c-8a8d-21bb7e3b763c\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 83.5}, \"74242\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-12-03 10:33:51.000000+00:00\", \"2022-12-29 04:52:42.000000+00:00\", \"2019-04-28 06:50:55.000000+00:00\"], \"session_ids\": [\"63f4c756-29eb-41cf-9838-4c6c137334f1\", \"ae13ceb3-d6a1-4906-b34f-e653c87c992c\", \"edac907f-5aa5-4add-9b2c-65df633a8342\"], \"total_duration\": 395.0, \"total_sessions\": 3, \"mean_week_duration\": 2.057}, \"59988\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-02-06 10:01:40.000000+00:00\", \"2023-02-02 13:59:00.000000+00:00\"], \"session_ids\": [\"3c5761b1-00b6-409d-944e-14664366c261\", \"1c1aa077-c959-467b-b020-1e398c4d7772\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.077}, \"97579\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2020-05-24 14:11:31.000000+00:00\", \"2020-01-16 22:23:46.000000+00:00\", \"2020-12-02 04:36:43.000000+00:00\", \"2021-07-07 20:54:13.000000+00:00\", \"2022-05-08 10:52:52.000000+00:00\"], \"session_ids\": [\"038674af-c706-40a6-805f-45e604e13d9b\", \"7e21b58c-9f27-4056-b152-e2cc43703205\", \"a348b945-1ec0-4505-95bf-43334f382b3f\", \"5a468150-fccd-4788-8b89-33d7eb0eec6b\", \"9532ceee-6da9-4160-b21f-02631e8c105a\"], \"total_duration\": 479.0, \"total_sessions\": 5, \"mean_week_duration\": 3.959}, \"94519\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-10-28 21:45:57.000000+00:00\", \"2019-10-29 08:51:44.000000+00:00\"], \"session_ids\": [\"40d75760-5072-4426-a804-d9662a41c8e3\", \"5b952a1d-70a7-408d-90e2-43af7e322340\"], \"total_duration\": 388.0, \"total_sessions\": 2, \"mean_week_duration\": 7.321}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are equal or greater than 19 and are equal or less than 41"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[19, 41]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"40599\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-10-28 23:36:22.000000+00:00\", \"2021-05-31 22:44:52.000000+00:00\"], \"session_ids\": [\"b2e249fd-fffb-4170-a902-d453a38c92b7\", \"8223ae7c-4c94-48e1-9736-0205bd9e5569\"], \"total_duration\": 439.0, \"total_sessions\": 2, \"mean_week_duration\": 19.955}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"40599\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-10-28 23:36:22.000000+00:00\", \"2021-05-31 22:44:52.000000+00:00\"], \"session_ids\": [\"b2e249fd-fffb-4170-a902-d453a38c92b7\", \"8223ae7c-4c94-48e1-9736-0205bd9e5569\"], \"total_duration\": 439.0, \"total_sessions\": 2, \"mean_week_duration\": 19.955}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 6 entries and remove 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[{\"40599\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-10-28 23:36:22.000000+00:00\", \"2021-05-31 22:44:52.000000+00:00\"], \"session_ids\": [\"b2e249fd-fffb-4170-a902-d453a38c92b7\", \"8223ae7c-4c94-48e1-9736-0205bd9e5569\"], \"total_duration\": 439.0, \"total_sessions\": 2, \"mean_week_duration\": 19.955}}]\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[{\"40599\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-10-28 23:36:22.000000+00:00\", \"2021-05-31 22:44:52.000000+00:00\"], \"session_ids\": [\"b2e249fd-fffb-4170-a902-d453a38c92b7\", \"8223ae7c-4c94-48e1-9736-0205bd9e5569\"], \"total_duration\": 439.0, \"total_sessions\": 2, \"mean_week_duration\": 19.955}}]\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 user who is topmost user based on time using the app and in addition perform sorting by town center name form the lowest value to the highest 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{\"12135\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-06-12 18:22:00.000000+00:00\", \"2019-04-26 20:54:19.000000+00:00\"], \"session_ids\": [\"73e47c2f-ebe1-437a-bc83-17b9e3c784c4\", \"1f9a5e83-0baf-4768-b58b-55de15d832ab\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 1.287}, \"61313\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-04-08 10:40:59.000000+00:00\", \"2020-05-13 13:43:54.000000+00:00\"], \"session_ids\": [\"99720688-fd52-4963-88a0-3d3f4cf6759a\", \"2ca31ce7-6f55-4c7a-b14a-9e982cff6951\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.702}, \"1650\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2023-03-20 19:33:52.000000+00:00\", \"2019-05-23 01:51:39.000000+00:00\", \"2023-06-10 01:39:13.000000+00:00\", \"2022-06-30 10:10:43.000000+00:00\", \"2022-05-28 23:27:08.000000+00:00\"], \"session_ids\": [\"931a1f63-a5eb-4816-8843-2bfe79990f7e\", \"a7fe63c8-aa32-4c92-978c-e1cec4abfd29\", \"16cc6910-77c4-44be-94c8-5e509839d088\", \"b45327a6-f3b7-48eb-84c5-a43450d802eb\", \"1d73b68e-13d4-42ef-a0d7-cd42e3343979\"], \"total_duration\": 2629.0, \"total_sessions\": 5, \"mean_week_duration\": 12.401}, \"73145\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-12-27 04:51:41.000000+00:00\", \"2021-09-14 07:44:09.000000+00:00\", \"2022-03-01 21:16:09.000000+00:00\"], \"session_ids\": [\"63fe85e1-d872-4b3a-9d10-c7eab8e07eac\", \"a6caaf64-f388-42fd-89b1-f4f8c804352d\", \"a6a9cb33-af94-43af-9f4f-520e57596c09\"], \"total_duration\": 41.0, \"total_sessions\": 3, \"mean_week_duration\": 1.708}, \"76342\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-04-19 00:26:49.000000+00:00\", \"2021-01-23 09:26:53.000000+00:00\"], \"session_ids\": [\"93a2d246-abc5-4175-9188-a951430c2d53\", \"c14e077b-ab94-41da-8297-5594e8b92bc9\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 2.425}, \"56873\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-09-18 14:19:07.000000+00:00\", \"2019-04-11 01:10:52.000000+00:00\", \"2021-02-16 23:21:08.000000+00:00\", \"2022-11-13 13:49:27.000000+00:00\", \"2020-08-02 15:31:08.000000+00:00\", \"2020-04-25 23:58:53.000000+00:00\", \"2020-11-07 15:52:23.000000+00:00\", \"2022-04-08 04:01:40.000000+00:00\"], \"session_ids\": [\"d2eb3572-ccc3-4ad1-a613-42f52e613f9c\", \"10c16d33-bd97-424c-a453-a65731959408\", \"1b4de174-e46c-49a4-8132-ac50e2fe882e\", \"e13c14bb-d5ef-45b4-82f6-bee959710840\", \"fcbb0669-ea49-4e2a-9833-22c81988d430\", \"1f355527-f26f-4779-a4a8-b66fd423dab7\", \"a59c7d5f-99f8-461f-8105-58c43935c7b7\", \"d817fbcd-b830-44e9-b5ad-483471077788\"], \"total_duration\": 4649.0, \"total_sessions\": 8, \"mean_week_duration\": 24.729}, \"20219\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-06-15 00:13:19.000000+00:00\", \"2020-08-30 22:11:39.000000+00:00\", \"2019-11-23 22:42:30.000000+00:00\", \"2019-09-18 03:59:53.000000+00:00\"], \"session_ids\": [\"92519cff-f637-4d62-bf22-b7ea83524faf\", \"15a495eb-1f85-41de-9b90-d9dc893ecd1d\", \"96a248e6-c3ee-46cf-88d4-dd95f0b8aae0\", \"0bae4528-c7e1-4b25-834e-fedfb2cc2788\"], \"total_duration\": 1769.0, \"total_sessions\": 4, \"mean_week_duration\": 35.38}, \"22653\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2023-02-08 19:20:00.000000+00:00\", \"2019-03-23 18:36:18.000000+00:00\"], \"session_ids\": [\"66014d92-c9a4-4698-b08f-fd35ca1f47ab\", \"f6e5515b-7430-4281-b7bb-44e10f2d7e42\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 1.483}, \"86323\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-26 22:22:18.000000+00:00\", \"2022-09-04 08:19:51.000000+00:00\", \"2019-11-24 02:06:10.000000+00:00\"], \"session_ids\": [\"8c5cc2ab-08b9-4395-b69c-c06736302925\", \"cf096e26-9b04-4880-bcef-5891efc7bd17\", \"6ad0f66c-8627-4c58-ae75-ade5e06682cc\"], \"total_duration\": 29.0, \"total_sessions\": 3, \"mean_week_duration\": 0.2}, \"30339\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-03-19 18:48:03.000000+00:00\", \"2023-02-20 08:56:27.000000+00:00\"], \"session_ids\": [\"b70f2dd1-d9d8-49c6-acc7-cca90d4c67f0\", \"9f918079-e578-4d10-82bc-844bdc0baf60\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.429}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the highest 1 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[{\"56873\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-09-18 14:19:07.000000+00:00\", \"2019-04-11 01:10:52.000000+00:00\", \"2021-02-16 23:21:08.000000+00:00\", \"2022-11-13 13:49:27.000000+00:00\", \"2020-08-02 15:31:08.000000+00:00\", \"2020-04-25 23:58:53.000000+00:00\", \"2020-11-07 15:52:23.000000+00:00\", \"2022-04-08 04:01:40.000000+00:00\"], \"session_ids\": [\"d2eb3572-ccc3-4ad1-a613-42f52e613f9c\", \"10c16d33-bd97-424c-a453-a65731959408\", \"1b4de174-e46c-49a4-8132-ac50e2fe882e\", \"e13c14bb-d5ef-45b4-82f6-bee959710840\", \"fcbb0669-ea49-4e2a-9833-22c81988d430\", \"1f355527-f26f-4779-a4a8-b66fd423dab7\", \"a59c7d5f-99f8-461f-8105-58c43935c7b7\", \"d817fbcd-b830-44e9-b5ad-483471077788\"], \"total_duration\": 4649.0, \"total_sessions\": 8, \"mean_week_duration\": 24.729}}, {\"1650\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2023-03-20 19:33:52.000000+00:00\", \"2019-05-23 01:51:39.000000+00:00\", \"2023-06-10 01:39:13.000000+00:00\", \"2022-06-30 10:10:43.000000+00:00\", \"2022-05-28 23:27:08.000000+00:00\"], \"session_ids\": [\"931a1f63-a5eb-4816-8843-2bfe79990f7e\", \"a7fe63c8-aa32-4c92-978c-e1cec4abfd29\", \"16cc6910-77c4-44be-94c8-5e509839d088\", \"b45327a6-f3b7-48eb-84c5-a43450d802eb\", \"1d73b68e-13d4-42ef-a0d7-cd42e3343979\"], \"total_duration\": 2629.0, \"total_sessions\": 5, \"mean_week_duration\": 12.401}}, {\"20219\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-06-15 00:13:19.000000+00:00\", \"2020-08-30 22:11:39.000000+00:00\", \"2019-11-23 22:42:30.000000+00:00\", \"2019-09-18 03:59:53.000000+00:00\"], \"session_ids\": [\"92519cff-f637-4d62-bf22-b7ea83524faf\", \"15a495eb-1f85-41de-9b90-d9dc893ecd1d\", \"96a248e6-c3ee-46cf-88d4-dd95f0b8aae0\", \"0bae4528-c7e1-4b25-834e-fedfb2cc2788\"], \"total_duration\": 1769.0, \"total_sessions\": 4, \"mean_week_duration\": 35.38}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to city_name attribute."
},
{
"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[{\"1650\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2023-03-20 19:33:52.000000+00:00\", \"2019-05-23 01:51:39.000000+00:00\", \"2023-06-10 01:39:13.000000+00:00\", \"2022-06-30 10:10:43.000000+00:00\", \"2022-05-28 23:27:08.000000+00:00\"], \"session_ids\": [\"931a1f63-a5eb-4816-8843-2bfe79990f7e\", \"a7fe63c8-aa32-4c92-978c-e1cec4abfd29\", \"16cc6910-77c4-44be-94c8-5e509839d088\", \"b45327a6-f3b7-48eb-84c5-a43450d802eb\", \"1d73b68e-13d4-42ef-a0d7-cd42e3343979\"], \"total_duration\": 2629.0, \"total_sessions\": 5, \"mean_week_duration\": 12.401}}, {\"20219\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-06-15 00:13:19.000000+00:00\", \"2020-08-30 22:11:39.000000+00:00\", \"2019-11-23 22:42:30.000000+00:00\", \"2019-09-18 03:59:53.000000+00:00\"], \"session_ids\": [\"92519cff-f637-4d62-bf22-b7ea83524faf\", \"15a495eb-1f85-41de-9b90-d9dc893ecd1d\", \"96a248e6-c3ee-46cf-88d4-dd95f0b8aae0\", \"0bae4528-c7e1-4b25-834e-fedfb2cc2788\"], \"total_duration\": 1769.0, \"total_sessions\": 4, \"mean_week_duration\": 35.38}}, {\"56873\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-09-18 14:19:07.000000+00:00\", \"2019-04-11 01:10:52.000000+00:00\", \"2021-02-16 23:21:08.000000+00:00\", \"2022-11-13 13:49:27.000000+00:00\", \"2020-08-02 15:31:08.000000+00:00\", \"2020-04-25 23:58:53.000000+00:00\", \"2020-11-07 15:52:23.000000+00:00\", \"2022-04-08 04:01:40.000000+00:00\"], \"session_ids\": [\"d2eb3572-ccc3-4ad1-a613-42f52e613f9c\", \"10c16d33-bd97-424c-a453-a65731959408\", \"1b4de174-e46c-49a4-8132-ac50e2fe882e\", \"e13c14bb-d5ef-45b4-82f6-bee959710840\", \"fcbb0669-ea49-4e2a-9833-22c81988d430\", \"1f355527-f26f-4779-a4a8-b66fd423dab7\", \"a59c7d5f-99f8-461f-8105-58c43935c7b7\", \"d817fbcd-b830-44e9-b5ad-483471077788\"], \"total_duration\": 4649.0, \"total_sessions\": 8, \"mean_week_duration\": 24.729}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 1 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"1650\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2023-03-20 19:33:52.000000+00:00\", \"2019-05-23 01:51:39.000000+00:00\", \"2023-06-10 01:39:13.000000+00:00\", \"2022-06-30 10:10:43.000000+00:00\", \"2022-05-28 23:27:08.000000+00:00\"], \"session_ids\": [\"931a1f63-a5eb-4816-8843-2bfe79990f7e\", \"a7fe63c8-aa32-4c92-978c-e1cec4abfd29\", \"16cc6910-77c4-44be-94c8-5e509839d088\", \"b45327a6-f3b7-48eb-84c5-a43450d802eb\", \"1d73b68e-13d4-42ef-a0d7-cd42e3343979\"], \"total_duration\": 2629.0, \"total_sessions\": 5, \"mean_week_duration\": 12.401}}]\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[{\"1650\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2023-03-20 19:33:52.000000+00:00\", \"2019-05-23 01:51:39.000000+00:00\", \"2023-06-10 01:39:13.000000+00:00\", \"2022-06-30 10:10:43.000000+00:00\", \"2022-05-28 23:27:08.000000+00:00\"], \"session_ids\": [\"931a1f63-a5eb-4816-8843-2bfe79990f7e\", \"a7fe63c8-aa32-4c92-978c-e1cec4abfd29\", \"16cc6910-77c4-44be-94c8-5e509839d088\", \"b45327a6-f3b7-48eb-84c5-a43450d802eb\", \"1d73b68e-13d4-42ef-a0d7-cd42e3343979\"], \"total_duration\": 2629.0, \"total_sessions\": 5, \"mean_week_duration\": 12.401}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please provide insights on 7 users with a overall total sessions that is above 6 and below 5, exclusive 6 and perform sorting by time spent on the site per week in descending order and provide me only with 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{\"12887\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2023-05-06 15:28:12.000000+00:00\", \"2023-01-19 18:25:57.000000+00:00\", \"2021-11-15 20:26:47.000000+00:00\"], \"session_ids\": [\"f440b17c-d0ac-4d6e-b155-3b46d4787741\", \"df4a98f4-c9f1-4697-849b-186952646504\", \"9ba8d970-f15c-434d-bd6e-7d572c7a0be9\"], \"total_duration\": 685.0, \"total_sessions\": 3, \"mean_week_duration\": 8.896}, \"75900\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-12-19 02:36:10.000000+00:00\", \"2023-03-17 13:02:25.000000+00:00\", \"2020-05-16 02:19:04.000000+00:00\", \"2019-02-13 19:04:41.000000+00:00\"], \"session_ids\": [\"2511c105-a543-4317-8597-5dc7a08e5fdb\", \"37525e8b-c9c6-48e0-93c0-983784e6c620\", \"5f0d2f1b-f3df-4fc2-81b7-3db74d4bd08d\", \"1815192c-ca88-4c83-bd30-f74588d83dc7\"], \"total_duration\": 96.0, \"total_sessions\": 4, \"mean_week_duration\": 0.449}, \"70670\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-15 18:22:01.000000+00:00\", \"2022-08-02 14:58:54.000000+00:00\"], \"session_ids\": [\"35a7384b-b0d8-439e-be66-f224423c12b2\", \"b6ccf707-ac48-4f84-b95b-f41880dacf21\"], \"total_duration\": 141.0, \"total_sessions\": 2, \"mean_week_duration\": 1.022}, \"44501\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-09-17 00:30:03.000000+00:00\", \"2023-02-03 19:44:32.000000+00:00\", \"2023-05-04 10:11:58.000000+00:00\", \"2021-03-01 17:29:40.000000+00:00\", \"2021-01-13 05:13:29.000000+00:00\", \"2023-03-17 12:56:03.000000+00:00\", \"2021-03-30 20:19:44.000000+00:00\", \"2019-05-17 04:06:28.000000+00:00\"], \"session_ids\": [\"f216a17c-d1b1-4357-bf68-9d589aa75b2f\", \"2163a738-1569-4aff-814e-fbcd87374495\", \"c553e547-ecb6-443a-9c7f-6277ad9f8959\", \"f561b8b0-c379-4366-be95-6961bd4adacd\", \"c6d5c59d-af00-4bf6-9e3d-1ac715b35c51\", \"04c234b4-8f04-49dd-9912-c7295d27d9d4\", \"67433a7a-1b1b-4a40-aa6c-e10df4df29cb\", \"df7701ac-6c8d-4145-9dd5-dc4a59324b31\"], \"total_duration\": 11061.0, \"total_sessions\": 8, \"mean_week_duration\": 53.435}, \"24407\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-09-18 18:48:19.000000+00:00\", \"2021-01-06 06:07:34.000000+00:00\", \"2019-03-10 11:45:13.000000+00:00\", \"2020-10-15 07:37:11.000000+00:00\", \"2022-01-29 20:54:46.000000+00:00\"], \"session_ids\": [\"eb411269-d782-456a-891e-9310ec1b1377\", \"c80404a1-0a52-4cc8-be1d-1b2804e2d0bb\", \"d6971902-e08e-4621-8582-e682b5ce5c43\", \"4faaa775-571e-42d1-9e4d-949b898adc02\", \"a5815dc0-f85c-4d35-a0eb-c6872a51ddbf\"], \"total_duration\": 960.0, \"total_sessions\": 5, \"mean_week_duration\": 6.358}, \"34777\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 7, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-03-05 21:44:02.000000+00:00\", \"2021-08-06 07:25:26.000000+00:00\", \"2019-10-12 16:49:33.000000+00:00\"], \"session_ids\": [\"532ccad6-837c-44a9-a7ee-b7eae3f87679\", \"5d75ccee-30f8-4a2c-a66f-71286fd99c1e\", \"bc35513e-0132-4dc3-ac42-d47a67c0234f\"], \"total_duration\": 1076.0, \"total_sessions\": 3, \"mean_week_duration\": 8.608}, \"56462\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-11-20 00:36:26.000000+00:00\", \"2019-09-12 00:42:41.000000+00:00\", \"2020-10-25 03:57:49.000000+00:00\", \"2020-07-10 18:51:13.000000+00:00\", \"2021-03-06 21:28:03.000000+00:00\"], \"session_ids\": [\"4a6ff9fe-f357-42ed-ba09-0d74bde7fafd\", \"6f55a0ce-6b5a-4363-a1c7-37d7fd7f83b0\", \"71340147-cc24-4f8b-9424-f495c62f7a61\", \"c42b137c-0413-4b4b-b7a2-73b59a3e4f9c\", \"5db7b1d5-a865-46c3-af57-bd440ddb4102\"], \"total_duration\": 3674.0, \"total_sessions\": 5, \"mean_week_duration\": 47.103}, \"68991\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-09-25 02:11:31.000000+00:00\", \"2021-01-23 16:26:53.000000+00:00\", \"2022-03-17 09:30:43.000000+00:00\"], \"session_ids\": [\"133bd245-16e1-4b00-ab34-c5ad448eb0f7\", \"ff8f28e0-d4b2-4d2e-bda7-e20141b38b9d\", \"b703ea5a-d34d-46fe-9736-3c6533b9601d\"], \"total_duration\": 943.0, \"total_sessions\": 3, \"mean_week_duration\": 10.839}, \"2510\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-09-27 23:36:23.000000+00:00\", \"2020-03-02 20:19:59.000000+00:00\"], \"session_ids\": [\"4d48a628-cfc0-4827-ac56-733db544fd45\", \"7c0eca42-0beb-45b2-9a2d-8cc06ae4a495\"], \"total_duration\": 311.0, \"total_sessions\": 2, \"mean_week_duration\": 3.793}, \"56646\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-25 16:33:37.000000+00:00\", \"2020-02-01 00:15:19.000000+00:00\"], \"session_ids\": [\"bdab9008-8f8a-43c5-afd6-8cc763611b1e\", \"f88e11b9-c3d3-4c4a-a24b-252ba7afeeb6\"], \"total_duration\": 408.0, \"total_sessions\": 2, \"mean_week_duration\": 5.913}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or less than 5 and are greater than 6"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_sessions\": [[5, 6]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"12887\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2023-05-06 15:28:12.000000+00:00\", \"2023-01-19 18:25:57.000000+00:00\", \"2021-11-15 20:26:47.000000+00:00\"], \"session_ids\": [\"f440b17c-d0ac-4d6e-b155-3b46d4787741\", \"df4a98f4-c9f1-4697-849b-186952646504\", \"9ba8d970-f15c-434d-bd6e-7d572c7a0be9\"], \"total_duration\": 685.0, \"total_sessions\": 3, \"mean_week_duration\": 8.896}, \"75900\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-12-19 02:36:10.000000+00:00\", \"2023-03-17 13:02:25.000000+00:00\", \"2020-05-16 02:19:04.000000+00:00\", \"2019-02-13 19:04:41.000000+00:00\"], \"session_ids\": [\"2511c105-a543-4317-8597-5dc7a08e5fdb\", \"37525e8b-c9c6-48e0-93c0-983784e6c620\", \"5f0d2f1b-f3df-4fc2-81b7-3db74d4bd08d\", \"1815192c-ca88-4c83-bd30-f74588d83dc7\"], \"total_duration\": 96.0, \"total_sessions\": 4, \"mean_week_duration\": 0.449}, \"70670\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-15 18:22:01.000000+00:00\", \"2022-08-02 14:58:54.000000+00:00\"], \"session_ids\": [\"35a7384b-b0d8-439e-be66-f224423c12b2\", \"b6ccf707-ac48-4f84-b95b-f41880dacf21\"], \"total_duration\": 141.0, \"total_sessions\": 2, \"mean_week_duration\": 1.022}, \"24407\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-09-18 18:48:19.000000+00:00\", \"2021-01-06 06:07:34.000000+00:00\", \"2019-03-10 11:45:13.000000+00:00\", \"2020-10-15 07:37:11.000000+00:00\", \"2022-01-29 20:54:46.000000+00:00\"], \"session_ids\": [\"eb411269-d782-456a-891e-9310ec1b1377\", \"c80404a1-0a52-4cc8-be1d-1b2804e2d0bb\", \"d6971902-e08e-4621-8582-e682b5ce5c43\", \"4faaa775-571e-42d1-9e4d-949b898adc02\", \"a5815dc0-f85c-4d35-a0eb-c6872a51ddbf\"], \"total_duration\": 960.0, \"total_sessions\": 5, \"mean_week_duration\": 6.358}, \"34777\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 7, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-03-05 21:44:02.000000+00:00\", \"2021-08-06 07:25:26.000000+00:00\", \"2019-10-12 16:49:33.000000+00:00\"], \"session_ids\": [\"532ccad6-837c-44a9-a7ee-b7eae3f87679\", \"5d75ccee-30f8-4a2c-a66f-71286fd99c1e\", \"bc35513e-0132-4dc3-ac42-d47a67c0234f\"], \"total_duration\": 1076.0, \"total_sessions\": 3, \"mean_week_duration\": 8.608}, \"56462\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-11-20 00:36:26.000000+00:00\", \"2019-09-12 00:42:41.000000+00:00\", \"2020-10-25 03:57:49.000000+00:00\", \"2020-07-10 18:51:13.000000+00:00\", \"2021-03-06 21:28:03.000000+00:00\"], \"session_ids\": [\"4a6ff9fe-f357-42ed-ba09-0d74bde7fafd\", \"6f55a0ce-6b5a-4363-a1c7-37d7fd7f83b0\", \"71340147-cc24-4f8b-9424-f495c62f7a61\", \"c42b137c-0413-4b4b-b7a2-73b59a3e4f9c\", \"5db7b1d5-a865-46c3-af57-bd440ddb4102\"], \"total_duration\": 3674.0, \"total_sessions\": 5, \"mean_week_duration\": 47.103}, \"68991\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-09-25 02:11:31.000000+00:00\", \"2021-01-23 16:26:53.000000+00:00\", \"2022-03-17 09:30:43.000000+00:00\"], \"session_ids\": [\"133bd245-16e1-4b00-ab34-c5ad448eb0f7\", \"ff8f28e0-d4b2-4d2e-bda7-e20141b38b9d\", \"b703ea5a-d34d-46fe-9736-3c6533b9601d\"], \"total_duration\": 943.0, \"total_sessions\": 3, \"mean_week_duration\": 10.839}, \"2510\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-09-27 23:36:23.000000+00:00\", \"2020-03-02 20:19:59.000000+00:00\"], \"session_ids\": [\"4d48a628-cfc0-4827-ac56-733db544fd45\", \"7c0eca42-0beb-45b2-9a2d-8cc06ae4a495\"], \"total_duration\": 311.0, \"total_sessions\": 2, \"mean_week_duration\": 3.793}, \"56646\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-25 16:33:37.000000+00:00\", \"2020-02-01 00:15:19.000000+00:00\"], \"session_ids\": [\"bdab9008-8f8a-43c5-afd6-8cc763611b1e\", \"f88e11b9-c3d3-4c4a-a24b-252ba7afeeb6\"], \"total_duration\": 408.0, \"total_sessions\": 2, \"mean_week_duration\": 5.913}, \"44501\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-09-17 00:30:03.000000+00:00\", \"2023-02-03 19:44:32.000000+00:00\", \"2023-05-04 10:11:58.000000+00:00\", \"2021-03-01 17:29:40.000000+00:00\", \"2021-01-13 05:13:29.000000+00:00\", \"2023-03-17 12:56:03.000000+00:00\", \"2021-03-30 20:19:44.000000+00:00\", \"2019-05-17 04:06:28.000000+00:00\"], \"session_ids\": [\"f216a17c-d1b1-4357-bf68-9d589aa75b2f\", \"2163a738-1569-4aff-814e-fbcd87374495\", \"c553e547-ecb6-443a-9c7f-6277ad9f8959\", \"f561b8b0-c379-4366-be95-6961bd4adacd\", \"c6d5c59d-af00-4bf6-9e3d-1ac715b35c51\", \"04c234b4-8f04-49dd-9912-c7295d27d9d4\", \"67433a7a-1b1b-4a40-aa6c-e10df4df29cb\", \"df7701ac-6c8d-4145-9dd5-dc4a59324b31\"], \"total_duration\": 11061.0, \"total_sessions\": 8, \"mean_week_duration\": 53.435}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"44501\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-09-17 00:30:03.000000+00:00\", \"2023-02-03 19:44:32.000000+00:00\", \"2023-05-04 10:11:58.000000+00:00\", \"2021-03-01 17:29:40.000000+00:00\", \"2021-01-13 05:13:29.000000+00:00\", \"2023-03-17 12:56:03.000000+00:00\", \"2021-03-30 20:19:44.000000+00:00\", \"2019-05-17 04:06:28.000000+00:00\"], \"session_ids\": [\"f216a17c-d1b1-4357-bf68-9d589aa75b2f\", \"2163a738-1569-4aff-814e-fbcd87374495\", \"c553e547-ecb6-443a-9c7f-6277ad9f8959\", \"f561b8b0-c379-4366-be95-6961bd4adacd\", \"c6d5c59d-af00-4bf6-9e3d-1ac715b35c51\", \"04c234b4-8f04-49dd-9912-c7295d27d9d4\", \"67433a7a-1b1b-4a40-aa6c-e10df4df29cb\", \"df7701ac-6c8d-4145-9dd5-dc4a59324b31\"], \"total_duration\": 11061.0, \"total_sessions\": 8, \"mean_week_duration\": 53.435}}, {\"56462\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-11-20 00:36:26.000000+00:00\", \"2019-09-12 00:42:41.000000+00:00\", \"2020-10-25 03:57:49.000000+00:00\", \"2020-07-10 18:51:13.000000+00:00\", \"2021-03-06 21:28:03.000000+00:00\"], \"session_ids\": [\"4a6ff9fe-f357-42ed-ba09-0d74bde7fafd\", \"6f55a0ce-6b5a-4363-a1c7-37d7fd7f83b0\", \"71340147-cc24-4f8b-9424-f495c62f7a61\", \"c42b137c-0413-4b4b-b7a2-73b59a3e4f9c\", \"5db7b1d5-a865-46c3-af57-bd440ddb4102\"], \"total_duration\": 3674.0, \"total_sessions\": 5, \"mean_week_duration\": 47.103}}, {\"68991\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-09-25 02:11:31.000000+00:00\", \"2021-01-23 16:26:53.000000+00:00\", \"2022-03-17 09:30:43.000000+00:00\"], \"session_ids\": [\"133bd245-16e1-4b00-ab34-c5ad448eb0f7\", \"ff8f28e0-d4b2-4d2e-bda7-e20141b38b9d\", \"b703ea5a-d34d-46fe-9736-3c6533b9601d\"], \"total_duration\": 943.0, \"total_sessions\": 3, \"mean_week_duration\": 10.839}}, {\"12887\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2023-05-06 15:28:12.000000+00:00\", \"2023-01-19 18:25:57.000000+00:00\", \"2021-11-15 20:26:47.000000+00:00\"], \"session_ids\": [\"f440b17c-d0ac-4d6e-b155-3b46d4787741\", \"df4a98f4-c9f1-4697-849b-186952646504\", \"9ba8d970-f15c-434d-bd6e-7d572c7a0be9\"], \"total_duration\": 685.0, \"total_sessions\": 3, \"mean_week_duration\": 8.896}}, {\"34777\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 7, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-03-05 21:44:02.000000+00:00\", \"2021-08-06 07:25:26.000000+00:00\", \"2019-10-12 16:49:33.000000+00:00\"], \"session_ids\": [\"532ccad6-837c-44a9-a7ee-b7eae3f87679\", \"5d75ccee-30f8-4a2c-a66f-71286fd99c1e\", \"bc35513e-0132-4dc3-ac42-d47a67c0234f\"], \"total_duration\": 1076.0, \"total_sessions\": 3, \"mean_week_duration\": 8.608}}, {\"24407\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-09-18 18:48:19.000000+00:00\", \"2021-01-06 06:07:34.000000+00:00\", \"2019-03-10 11:45:13.000000+00:00\", \"2020-10-15 07:37:11.000000+00:00\", \"2022-01-29 20:54:46.000000+00:00\"], \"session_ids\": [\"eb411269-d782-456a-891e-9310ec1b1377\", \"c80404a1-0a52-4cc8-be1d-1b2804e2d0bb\", \"d6971902-e08e-4621-8582-e682b5ce5c43\", \"4faaa775-571e-42d1-9e4d-949b898adc02\", \"a5815dc0-f85c-4d35-a0eb-c6872a51ddbf\"], \"total_duration\": 960.0, \"total_sessions\": 5, \"mean_week_duration\": 6.358}}, {\"56646\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-25 16:33:37.000000+00:00\", \"2020-02-01 00:15:19.000000+00:00\"], \"session_ids\": [\"bdab9008-8f8a-43c5-afd6-8cc763611b1e\", \"f88e11b9-c3d3-4c4a-a24b-252ba7afeeb6\"], \"total_duration\": 408.0, \"total_sessions\": 2, \"mean_week_duration\": 5.913}}, {\"2510\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-09-27 23:36:23.000000+00:00\", \"2020-03-02 20:19:59.000000+00:00\"], \"session_ids\": [\"4d48a628-cfc0-4827-ac56-733db544fd45\", \"7c0eca42-0beb-45b2-9a2d-8cc06ae4a495\"], \"total_duration\": 311.0, \"total_sessions\": 2, \"mean_week_duration\": 3.793}}, {\"70670\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-15 18:22:01.000000+00:00\", \"2022-08-02 14:58:54.000000+00:00\"], \"session_ids\": [\"35a7384b-b0d8-439e-be66-f224423c12b2\", \"b6ccf707-ac48-4f84-b95b-f41880dacf21\"], \"total_duration\": 141.0, \"total_sessions\": 2, \"mean_week_duration\": 1.022}}, {\"75900\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-12-19 02:36:10.000000+00:00\", \"2023-03-17 13:02:25.000000+00:00\", \"2020-05-16 02:19:04.000000+00:00\", \"2019-02-13 19:04:41.000000+00:00\"], \"session_ids\": [\"2511c105-a543-4317-8597-5dc7a08e5fdb\", \"37525e8b-c9c6-48e0-93c0-983784e6c620\", \"5f0d2f1b-f3df-4fc2-81b7-3db74d4bd08d\", \"1815192c-ca88-4c83-bd30-f74588d83dc7\"], \"total_duration\": 96.0, \"total_sessions\": 4, \"mean_week_duration\": 0.449}}]\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[{\"44501\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-09-17 00:30:03.000000+00:00\", \"2023-02-03 19:44:32.000000+00:00\", \"2023-05-04 10:11:58.000000+00:00\", \"2021-03-01 17:29:40.000000+00:00\", \"2021-01-13 05:13:29.000000+00:00\", \"2023-03-17 12:56:03.000000+00:00\", \"2021-03-30 20:19:44.000000+00:00\", \"2019-05-17 04:06:28.000000+00:00\"], \"session_ids\": [\"f216a17c-d1b1-4357-bf68-9d589aa75b2f\", \"2163a738-1569-4aff-814e-fbcd87374495\", \"c553e547-ecb6-443a-9c7f-6277ad9f8959\", \"f561b8b0-c379-4366-be95-6961bd4adacd\", \"c6d5c59d-af00-4bf6-9e3d-1ac715b35c51\", \"04c234b4-8f04-49dd-9912-c7295d27d9d4\", \"67433a7a-1b1b-4a40-aa6c-e10df4df29cb\", \"df7701ac-6c8d-4145-9dd5-dc4a59324b31\"], \"total_duration\": 11061.0, \"total_sessions\": 8, \"mean_week_duration\": 53.435}}, {\"56462\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-11-20 00:36:26.000000+00:00\", \"2019-09-12 00:42:41.000000+00:00\", \"2020-10-25 03:57:49.000000+00:00\", \"2020-07-10 18:51:13.000000+00:00\", \"2021-03-06 21:28:03.000000+00:00\"], \"session_ids\": [\"4a6ff9fe-f357-42ed-ba09-0d74bde7fafd\", \"6f55a0ce-6b5a-4363-a1c7-37d7fd7f83b0\", \"71340147-cc24-4f8b-9424-f495c62f7a61\", \"c42b137c-0413-4b4b-b7a2-73b59a3e4f9c\", \"5db7b1d5-a865-46c3-af57-bd440ddb4102\"], \"total_duration\": 3674.0, \"total_sessions\": 5, \"mean_week_duration\": 47.103}}, {\"68991\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-09-25 02:11:31.000000+00:00\", \"2021-01-23 16:26:53.000000+00:00\", \"2022-03-17 09:30:43.000000+00:00\"], \"session_ids\": [\"133bd245-16e1-4b00-ab34-c5ad448eb0f7\", \"ff8f28e0-d4b2-4d2e-bda7-e20141b38b9d\", \"b703ea5a-d34d-46fe-9736-3c6533b9601d\"], \"total_duration\": 943.0, \"total_sessions\": 3, \"mean_week_duration\": 10.839}}, {\"12887\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2023-05-06 15:28:12.000000+00:00\", \"2023-01-19 18:25:57.000000+00:00\", \"2021-11-15 20:26:47.000000+00:00\"], \"session_ids\": [\"f440b17c-d0ac-4d6e-b155-3b46d4787741\", \"df4a98f4-c9f1-4697-849b-186952646504\", \"9ba8d970-f15c-434d-bd6e-7d572c7a0be9\"], \"total_duration\": 685.0, \"total_sessions\": 3, \"mean_week_duration\": 8.896}}]\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[{\"44501\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-09-17 00:30:03.000000+00:00\", \"2023-02-03 19:44:32.000000+00:00\", \"2023-05-04 10:11:58.000000+00:00\", \"2021-03-01 17:29:40.000000+00:00\", \"2021-01-13 05:13:29.000000+00:00\", \"2023-03-17 12:56:03.000000+00:00\", \"2021-03-30 20:19:44.000000+00:00\", \"2019-05-17 04:06:28.000000+00:00\"], \"session_ids\": [\"f216a17c-d1b1-4357-bf68-9d589aa75b2f\", \"2163a738-1569-4aff-814e-fbcd87374495\", \"c553e547-ecb6-443a-9c7f-6277ad9f8959\", \"f561b8b0-c379-4366-be95-6961bd4adacd\", \"c6d5c59d-af00-4bf6-9e3d-1ac715b35c51\", \"04c234b4-8f04-49dd-9912-c7295d27d9d4\", \"67433a7a-1b1b-4a40-aa6c-e10df4df29cb\", \"df7701ac-6c8d-4145-9dd5-dc4a59324b31\"], \"total_duration\": 11061.0, \"total_sessions\": 8, \"mean_week_duration\": 53.435}}, {\"56462\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-11-20 00:36:26.000000+00:00\", \"2019-09-12 00:42:41.000000+00:00\", \"2020-10-25 03:57:49.000000+00:00\", \"2020-07-10 18:51:13.000000+00:00\", \"2021-03-06 21:28:03.000000+00:00\"], \"session_ids\": [\"4a6ff9fe-f357-42ed-ba09-0d74bde7fafd\", \"6f55a0ce-6b5a-4363-a1c7-37d7fd7f83b0\", \"71340147-cc24-4f8b-9424-f495c62f7a61\", \"c42b137c-0413-4b4b-b7a2-73b59a3e4f9c\", \"5db7b1d5-a865-46c3-af57-bd440ddb4102\"], \"total_duration\": 3674.0, \"total_sessions\": 5, \"mean_week_duration\": 47.103}}, {\"68991\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-09-25 02:11:31.000000+00:00\", \"2021-01-23 16:26:53.000000+00:00\", \"2022-03-17 09:30:43.000000+00:00\"], \"session_ids\": [\"133bd245-16e1-4b00-ab34-c5ad448eb0f7\", \"ff8f28e0-d4b2-4d2e-bda7-e20141b38b9d\", \"b703ea5a-d34d-46fe-9736-3c6533b9601d\"], \"total_duration\": 943.0, \"total_sessions\": 3, \"mean_week_duration\": 10.839}}, {\"12887\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2023-05-06 15:28:12.000000+00:00\", \"2023-01-19 18:25:57.000000+00:00\", \"2021-11-15 20:26:47.000000+00:00\"], \"session_ids\": [\"f440b17c-d0ac-4d6e-b155-3b46d4787741\", \"df4a98f4-c9f1-4697-849b-186952646504\", \"9ba8d970-f15c-434d-bd6e-7d572c7a0be9\"], \"total_duration\": 685.0, \"total_sessions\": 3, \"mean_week_duration\": 8.896}}]\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 user information who has the largest value of quantity of sessions , moreover perform sorting by sessions count in descending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"59459\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-03-11 11:45:44.000000+00:00\", \"2020-12-28 02:10:58.000000+00:00\", \"2019-08-30 16:42:45.000000+00:00\"], \"session_ids\": [\"dbc7fef7-4719-41e6-b19f-bc5e715246d8\", \"bde229fd-92dc-4777-9efa-1d8f7338eb8f\", \"5f137271-c5f8-49d3-b46f-d978f27bba5d\"], \"total_duration\": 275.0, \"total_sessions\": 3, \"mean_week_duration\": 2.083}, \"56898\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-04-05 05:03:00.000000+00:00\", \"2023-03-01 08:28:13.000000+00:00\"], \"session_ids\": [\"b284773e-6e79-4d19-9613-c028dc461113\", \"b45eafa2-cca9-4cac-bcbf-cb82a6298e2a\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.186}, \"57105\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-03-14 04:39:47.000000+00:00\", \"2022-12-14 05:47:28.000000+00:00\", \"2020-11-03 08:38:39.000000+00:00\", \"2022-10-05 14:09:09.000000+00:00\", \"2023-06-17 23:25:59.000000+00:00\", \"2022-05-12 16:11:24.000000+00:00\"], \"session_ids\": [\"70630568-93e0-468d-a3b3-e894db4837c5\", \"85a70996-ede0-4bf2-b966-095dabd3b623\", \"02f9dd52-2b32-49a1-85b2-d7615656c308\", \"0905435d-19b8-4295-9999-aabec273fe67\", \"c23b558a-839e-4745-994d-0455bd599aca\", \"1ea8b217-0233-4c08-93df-3be7775d03f1\"], \"total_duration\": 2763.0, \"total_sessions\": 6, \"mean_week_duration\": 16.253}, \"34744\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-10-23 18:29:12.000000+00:00\", \"2020-02-12 02:02:54.000000+00:00\"], \"session_ids\": [\"0168f110-c1dc-4c2d-bda4-faad156b9e67\", \"c554582f-ded6-4c65-9ef7-f95ad5883320\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 8.562}, \"41618\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-11-12 13:23:34.000000+00:00\", \"2021-10-04 11:45:26.000000+00:00\"], \"session_ids\": [\"082bd334-aa14-4bcf-8a6a-a396adae8baa\", \"f4f14619-008b-460d-b1e2-761fb92917f2\"], \"total_duration\": 224.0, \"total_sessions\": 2, \"mean_week_duration\": 4.766}, \"11670\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-10-05 03:32:20.000000+00:00\", \"2020-04-16 20:20:22.000000+00:00\", \"2019-07-29 11:12:19.000000+00:00\", \"2020-09-15 09:41:40.000000+00:00\", \"2021-03-18 19:33:14.000000+00:00\"], \"session_ids\": [\"e878ec50-1e78-4e65-baca-226b17a446e6\", \"5811d63e-3c4e-4766-979b-d680fc5647d0\", \"267b0b40-50c8-4e35-9343-9836cb55b19b\", \"484a3ec9-c2de-419e-b043-ee73033ac199\", \"6e257541-dc01-4f0a-afd9-ca917c41a402\"], \"total_duration\": 175.0, \"total_sessions\": 5, \"mean_week_duration\": 2.035}, \"92669\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-05-30 10:09:27.000000+00:00\", \"2019-01-18 08:06:32.000000+00:00\", \"2020-07-31 12:28:22.000000+00:00\", \"2019-11-19 21:46:55.000000+00:00\", \"2020-09-01 00:37:34.000000+00:00\", \"2020-12-16 02:56:06.000000+00:00\", \"2021-04-14 14:34:52.000000+00:00\", \"2019-03-04 15:05:43.000000+00:00\"], \"session_ids\": [\"91861a54-b9ae-43ad-8556-d14e8d186441\", \"1d619e07-821d-4f02-af9a-85d747b57954\", \"cbfc598f-5f13-4bfd-9bd5-7e3addba362a\", \"1a0fd12a-72ec-4819-b3f4-b62591a7720b\", \"a7b0b52b-b85c-438b-9eb3-f4a9df5f428e\", \"d243779e-0c3c-4852-bc36-11c63e79ccbe\", \"c60890e8-2008-4f97-9312-66f05ffceb96\", \"57544786-3c8d-435a-973d-bfa132d15f34\"], \"total_duration\": 10738.0, \"total_sessions\": 8, \"mean_week_duration\": 91.778}, \"94592\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-03-14 21:08:49.000000+00:00\", \"2022-06-03 07:25:01.000000+00:00\"], \"session_ids\": [\"42c5c275-84ee-4d0e-adfd-a811db873542\", \"744e3a20-e5e0-433c-8b16-5ceb4ecd7a80\"], \"total_duration\": 454.0, \"total_sessions\": 2, \"mean_week_duration\": 11.073}, \"66823\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-05-25 03:54:19.000000+00:00\", \"2021-05-04 21:40:55.000000+00:00\", \"2020-03-14 15:14:53.000000+00:00\", \"2020-11-07 11:02:09.000000+00:00\", \"2022-07-25 06:25:18.000000+00:00\", \"2022-07-10 01:04:07.000000+00:00\", \"2020-03-13 02:58:50.000000+00:00\", \"2021-03-14 00:25:53.000000+00:00\"], \"session_ids\": [\"6f6b1ff9-82fb-4531-b74b-a9e72e48e9b1\", \"cadf61f4-79ef-49d0-8921-d65e860f2295\", \"e97d9bec-1de3-46b7-a225-aacb9eb4fa33\", \"19f66dbd-ee19-4dd4-95fa-363d3ba49131\", \"92197bb0-4a6b-419a-ba59-960cefc18836\", \"f369f199-607c-4984-8c13-904df316b854\", \"67d80a4c-edf1-4e64-9a2b-43db2089985a\", \"3e5ecd03-9b4a-4158-9bec-bdb7965df5cd\"], \"total_duration\": 137.0, \"total_sessions\": 8, \"mean_week_duration\": 0.82}, \"75652\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-01-24 17:16:06.000000+00:00\", \"2020-11-08 03:16:27.000000+00:00\"], \"session_ids\": [\"f45a2239-8104-4e10-af5c-8acc6bf5019e\", \"e2be4f45-d219-4dfa-98e3-99baca00684d\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.19}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the highest 1 total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": true, \"quant_to_remain\": 1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"92669\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-05-30 10:09:27.000000+00:00\", \"2019-01-18 08:06:32.000000+00:00\", \"2020-07-31 12:28:22.000000+00:00\", \"2019-11-19 21:46:55.000000+00:00\", \"2020-09-01 00:37:34.000000+00:00\", \"2020-12-16 02:56:06.000000+00:00\", \"2021-04-14 14:34:52.000000+00:00\", \"2019-03-04 15:05:43.000000+00:00\"], \"session_ids\": [\"91861a54-b9ae-43ad-8556-d14e8d186441\", \"1d619e07-821d-4f02-af9a-85d747b57954\", \"cbfc598f-5f13-4bfd-9bd5-7e3addba362a\", \"1a0fd12a-72ec-4819-b3f4-b62591a7720b\", \"a7b0b52b-b85c-438b-9eb3-f4a9df5f428e\", \"d243779e-0c3c-4852-bc36-11c63e79ccbe\", \"c60890e8-2008-4f97-9312-66f05ffceb96\", \"57544786-3c8d-435a-973d-bfa132d15f34\"], \"total_duration\": 10738.0, \"total_sessions\": 8, \"mean_week_duration\": 91.778}}, {\"66823\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-05-25 03:54:19.000000+00:00\", \"2021-05-04 21:40:55.000000+00:00\", \"2020-03-14 15:14:53.000000+00:00\", \"2020-11-07 11:02:09.000000+00:00\", \"2022-07-25 06:25:18.000000+00:00\", \"2022-07-10 01:04:07.000000+00:00\", \"2020-03-13 02:58:50.000000+00:00\", \"2021-03-14 00:25:53.000000+00:00\"], \"session_ids\": [\"6f6b1ff9-82fb-4531-b74b-a9e72e48e9b1\", \"cadf61f4-79ef-49d0-8921-d65e860f2295\", \"e97d9bec-1de3-46b7-a225-aacb9eb4fa33\", \"19f66dbd-ee19-4dd4-95fa-363d3ba49131\", \"92197bb0-4a6b-419a-ba59-960cefc18836\", \"f369f199-607c-4984-8c13-904df316b854\", \"67d80a4c-edf1-4e64-9a2b-43db2089985a\", \"3e5ecd03-9b4a-4158-9bec-bdb7965df5cd\"], \"total_duration\": 137.0, \"total_sessions\": 8, \"mean_week_duration\": 0.82}}, {\"57105\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-03-14 04:39:47.000000+00:00\", \"2022-12-14 05:47:28.000000+00:00\", \"2020-11-03 08:38:39.000000+00:00\", \"2022-10-05 14:09:09.000000+00:00\", \"2023-06-17 23:25:59.000000+00:00\", \"2022-05-12 16:11:24.000000+00:00\"], \"session_ids\": [\"70630568-93e0-468d-a3b3-e894db4837c5\", \"85a70996-ede0-4bf2-b966-095dabd3b623\", \"02f9dd52-2b32-49a1-85b2-d7615656c308\", \"0905435d-19b8-4295-9999-aabec273fe67\", \"c23b558a-839e-4745-994d-0455bd599aca\", \"1ea8b217-0233-4c08-93df-3be7775d03f1\"], \"total_duration\": 2763.0, \"total_sessions\": 6, \"mean_week_duration\": 16.253}}]\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[{\"92669\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-05-30 10:09:27.000000+00:00\", \"2019-01-18 08:06:32.000000+00:00\", \"2020-07-31 12:28:22.000000+00:00\", \"2019-11-19 21:46:55.000000+00:00\", \"2020-09-01 00:37:34.000000+00:00\", \"2020-12-16 02:56:06.000000+00:00\", \"2021-04-14 14:34:52.000000+00:00\", \"2019-03-04 15:05:43.000000+00:00\"], \"session_ids\": [\"91861a54-b9ae-43ad-8556-d14e8d186441\", \"1d619e07-821d-4f02-af9a-85d747b57954\", \"cbfc598f-5f13-4bfd-9bd5-7e3addba362a\", \"1a0fd12a-72ec-4819-b3f4-b62591a7720b\", \"a7b0b52b-b85c-438b-9eb3-f4a9df5f428e\", \"d243779e-0c3c-4852-bc36-11c63e79ccbe\", \"c60890e8-2008-4f97-9312-66f05ffceb96\", \"57544786-3c8d-435a-973d-bfa132d15f34\"], \"total_duration\": 10738.0, \"total_sessions\": 8, \"mean_week_duration\": 91.778}}, {\"66823\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-05-25 03:54:19.000000+00:00\", \"2021-05-04 21:40:55.000000+00:00\", \"2020-03-14 15:14:53.000000+00:00\", \"2020-11-07 11:02:09.000000+00:00\", \"2022-07-25 06:25:18.000000+00:00\", \"2022-07-10 01:04:07.000000+00:00\", \"2020-03-13 02:58:50.000000+00:00\", \"2021-03-14 00:25:53.000000+00:00\"], \"session_ids\": [\"6f6b1ff9-82fb-4531-b74b-a9e72e48e9b1\", \"cadf61f4-79ef-49d0-8921-d65e860f2295\", \"e97d9bec-1de3-46b7-a225-aacb9eb4fa33\", \"19f66dbd-ee19-4dd4-95fa-363d3ba49131\", \"92197bb0-4a6b-419a-ba59-960cefc18836\", \"f369f199-607c-4984-8c13-904df316b854\", \"67d80a4c-edf1-4e64-9a2b-43db2089985a\", \"3e5ecd03-9b4a-4158-9bec-bdb7965df5cd\"], \"total_duration\": 137.0, \"total_sessions\": 8, \"mean_week_duration\": 0.82}}, {\"57105\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-03-14 04:39:47.000000+00:00\", \"2022-12-14 05:47:28.000000+00:00\", \"2020-11-03 08:38:39.000000+00:00\", \"2022-10-05 14:09:09.000000+00:00\", \"2023-06-17 23:25:59.000000+00:00\", \"2022-05-12 16:11:24.000000+00:00\"], \"session_ids\": [\"70630568-93e0-468d-a3b3-e894db4837c5\", \"85a70996-ede0-4bf2-b966-095dabd3b623\", \"02f9dd52-2b32-49a1-85b2-d7615656c308\", \"0905435d-19b8-4295-9999-aabec273fe67\", \"c23b558a-839e-4745-994d-0455bd599aca\", \"1ea8b217-0233-4c08-93df-3be7775d03f1\"], \"total_duration\": 2763.0, \"total_sessions\": 6, \"mean_week_duration\": 16.253}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 1 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"92669\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-05-30 10:09:27.000000+00:00\", \"2019-01-18 08:06:32.000000+00:00\", \"2020-07-31 12:28:22.000000+00:00\", \"2019-11-19 21:46:55.000000+00:00\", \"2020-09-01 00:37:34.000000+00:00\", \"2020-12-16 02:56:06.000000+00:00\", \"2021-04-14 14:34:52.000000+00:00\", \"2019-03-04 15:05:43.000000+00:00\"], \"session_ids\": [\"91861a54-b9ae-43ad-8556-d14e8d186441\", \"1d619e07-821d-4f02-af9a-85d747b57954\", \"cbfc598f-5f13-4bfd-9bd5-7e3addba362a\", \"1a0fd12a-72ec-4819-b3f4-b62591a7720b\", \"a7b0b52b-b85c-438b-9eb3-f4a9df5f428e\", \"d243779e-0c3c-4852-bc36-11c63e79ccbe\", \"c60890e8-2008-4f97-9312-66f05ffceb96\", \"57544786-3c8d-435a-973d-bfa132d15f34\"], \"total_duration\": 10738.0, \"total_sessions\": 8, \"mean_week_duration\": 91.778}}]\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[{\"92669\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-05-30 10:09:27.000000+00:00\", \"2019-01-18 08:06:32.000000+00:00\", \"2020-07-31 12:28:22.000000+00:00\", \"2019-11-19 21:46:55.000000+00:00\", \"2020-09-01 00:37:34.000000+00:00\", \"2020-12-16 02:56:06.000000+00:00\", \"2021-04-14 14:34:52.000000+00:00\", \"2019-03-04 15:05:43.000000+00:00\"], \"session_ids\": [\"91861a54-b9ae-43ad-8556-d14e8d186441\", \"1d619e07-821d-4f02-af9a-85d747b57954\", \"cbfc598f-5f13-4bfd-9bd5-7e3addba362a\", \"1a0fd12a-72ec-4819-b3f4-b62591a7720b\", \"a7b0b52b-b85c-438b-9eb3-f4a9df5f428e\", \"d243779e-0c3c-4852-bc36-11c63e79ccbe\", \"c60890e8-2008-4f97-9312-66f05ffceb96\", \"57544786-3c8d-435a-973d-bfa132d15f34\"], \"total_duration\": 10738.0, \"total_sessions\": 8, \"mean_week_duration\": 91.778}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide insights into 3 users who have total duration amount greater than 2182 and less than 4788 (both not including) + put to use sorting by sum of duration descendingly."
}
] |
[
{
"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{\"98895\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-10-16 23:40:27.000000+00:00\", \"2019-10-02 10:26:02.000000+00:00\", \"2022-07-22 00:27:16.000000+00:00\", \"2020-11-07 23:39:26.000000+00:00\", \"2022-09-28 09:53:27.000000+00:00\", \"2019-03-17 04:38:30.000000+00:00\", \"2020-08-05 00:45:04.000000+00:00\", \"2019-05-08 01:04:06.000000+00:00\", \"2022-08-11 09:08:30.000000+00:00\", \"2019-06-09 23:19:45.000000+00:00\"], \"session_ids\": [\"48361c9b-4e7a-49bb-be7b-aa99ef6c417e\", \"689ccfe6-93cc-413d-8237-ab108de63b7b\", \"d9c5273f-c930-4c6c-b209-2ae41322c436\", \"9035866c-8bee-43b6-b5bd-086391f09e0c\", \"e9c20ae2-955c-42be-ac04-3de2b4c849d3\", \"fcffc88b-8f5b-4ea2-81e1-2c1c5f4a1836\", \"4049bf82-a9fa-4aab-8a57-364134e917d5\", \"356917fa-8f92-4fdf-a529-ea759f650319\", \"7aa0a90b-18ad-484d-a8ee-d0c25652f478\", \"7e284d1d-cb26-40b2-a03c-74d576ff8aef\"], \"total_duration\": 12096.0, \"total_sessions\": 10, \"mean_week_duration\": 65.384}, \"23529\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2020-06-29 10:54:56.000000+00:00\", \"2023-04-28 21:08:51.000000+00:00\"], \"session_ids\": [\"61f797e2-d7ae-467b-85b4-72d49c3ed78d\", \"a16551fc-781d-4302-b54e-65b5ad87c37b\"], \"total_duration\": 243.0, \"total_sessions\": 2, \"mean_week_duration\": 1.642}, \"69106\": {\"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\": \"Dublin\", \"datetimes\": [\"2019-06-27 07:30:00.000000+00:00\", \"2022-11-05 18:11:44.000000+00:00\"], \"session_ids\": [\"052cef3c-5c84-4319-aa55-c903d41af9f5\", \"dbd65cdb-53c9-417b-8e02-9bdd2911c871\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 1.426}, \"15274\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-10-23 10:56:46.000000+00:00\", \"2019-10-22 02:58:11.000000+00:00\", \"2023-03-04 12:34:12.000000+00:00\"], \"session_ids\": [\"8ebf132c-c6f4-470d-9904-facbdb927f4d\", \"c4968e27-b83a-4e17-8be4-d8f3b05dbd0e\", \"5ccca0f3-1b4a-46d0-a973-ee6a30aaa586\"], \"total_duration\": 202.0, \"total_sessions\": 3, \"mean_week_duration\": 1.148}, \"49003\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-04-15 07:21:36.000000+00:00\", \"2020-02-03 01:40:57.000000+00:00\"], \"session_ids\": [\"f58732b5-1466-4e3b-98dc-4f99d6590358\", \"4e389ead-efe0-4684-a7ff-47a48632512a\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 1.364}, \"83732\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-04-27 19:53:43.000000+00:00\", \"2019-01-21 19:35:43.000000+00:00\"], \"session_ids\": [\"e15c630c-b750-4c8b-b731-0b9085fb501a\", \"046816e8-211d-436b-86c3-81a793e43a50\"], \"total_duration\": 403.0, \"total_sessions\": 2, \"mean_week_duration\": 3.387}, \"63648\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-17 12:27:35.000000+00:00\", \"2019-08-11 11:25:13.000000+00:00\", \"2020-12-25 12:23:32.000000+00:00\", \"2020-08-05 07:20:42.000000+00:00\", \"2020-09-23 22:07:08.000000+00:00\", \"2019-06-01 15:34:09.000000+00:00\", \"2021-04-23 04:53:46.000000+00:00\", \"2019-11-12 04:46:04.000000+00:00\", \"2019-07-30 06:50:43.000000+00:00\", \"2022-07-17 01:06:03.000000+00:00\"], \"session_ids\": [\"ba4fa308-0793-4a83-87ac-fe90be93898a\", \"329a070a-a903-40f2-abb4-10740f9ebe99\", \"ce8092ab-34b7-4a37-a5a7-dae77739071e\", \"b8570f04-c2e7-4259-b4bf-f3538349bb34\", \"a5ec25dd-d9c6-49f1-bd97-d36db5ea48b0\", \"ad99ecb6-695d-4095-a9f3-87dd7fe15791\", \"e9276c39-2f99-4db1-aef2-f7b5c7254f49\", \"0c30d21d-86dc-40a1-a2f3-ea2fd7daf060\", \"2693da07-4223-4e33-be92-31571bcb0331\", \"df9cacc2-c63e-4d25-bb29-c9c1133a6830\"], \"total_duration\": 14670.0, \"total_sessions\": 10, \"mean_week_duration\": 85.291}, \"75535\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-18 17:36:50.000000+00:00\", \"2022-07-31 18:57:03.000000+00:00\", \"2021-07-11 09:28:45.000000+00:00\", \"2020-09-28 16:24:15.000000+00:00\", \"2022-01-28 17:35:09.000000+00:00\", \"2019-06-17 19:43:50.000000+00:00\", \"2019-10-06 22:27:39.000000+00:00\", \"2019-11-19 15:58:51.000000+00:00\", \"2021-10-24 19:08:31.000000+00:00\"], \"session_ids\": [\"4c511778-ce7e-496a-a104-10fc70cdb5d0\", \"4f60b3c0-4fc0-4b84-bb94-223a7efa89a3\", \"b8d9f8cc-da9a-4cd1-8f6d-c690810933a9\", \"6e536fda-543f-4dc6-90f1-4d4ad9a1de98\", \"1a63b38a-f28f-469c-8012-05c40fc86ebf\", \"33b4c530-8ca8-423b-b73f-2e088c8aa823\", \"94265986-48f7-4b75-86a4-b08d17a6dd3f\", \"068b9873-c45a-4e97-8978-aaf3de91b32d\", \"7dbba8ae-8527-4740-a127-48c0e3a86486\"], \"total_duration\": 3482.0, \"total_sessions\": 9, \"mean_week_duration\": 21.362}, \"98641\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-06-12 20:42:35.000000+00:00\", \"2019-12-09 22:08:56.000000+00:00\"], \"session_ids\": [\"d17e5845-b7b8-44c0-b2db-7aa343e972dd\", \"fcb463d0-21dc-443b-a4dd-284a7df71c53\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 1.037}, \"92764\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 8, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-07-07 14:52:44.000000+00:00\", \"2021-06-03 14:53:04.000000+00:00\"], \"session_ids\": [\"8861b0c4-8b0b-41b6-8149-fc819851fc6b\", \"ade0f685-eada-4aed-b5e9-cb4c2fdc1c46\"], \"total_duration\": 70.0, \"total_sessions\": 2, \"mean_week_duration\": 0.7}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are greater than 2182 and are less than 4788"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"total_duration\": [[2182, 4788]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"75535\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-18 17:36:50.000000+00:00\", \"2022-07-31 18:57:03.000000+00:00\", \"2021-07-11 09:28:45.000000+00:00\", \"2020-09-28 16:24:15.000000+00:00\", \"2022-01-28 17:35:09.000000+00:00\", \"2019-06-17 19:43:50.000000+00:00\", \"2019-10-06 22:27:39.000000+00:00\", \"2019-11-19 15:58:51.000000+00:00\", \"2021-10-24 19:08:31.000000+00:00\"], \"session_ids\": [\"4c511778-ce7e-496a-a104-10fc70cdb5d0\", \"4f60b3c0-4fc0-4b84-bb94-223a7efa89a3\", \"b8d9f8cc-da9a-4cd1-8f6d-c690810933a9\", \"6e536fda-543f-4dc6-90f1-4d4ad9a1de98\", \"1a63b38a-f28f-469c-8012-05c40fc86ebf\", \"33b4c530-8ca8-423b-b73f-2e088c8aa823\", \"94265986-48f7-4b75-86a4-b08d17a6dd3f\", \"068b9873-c45a-4e97-8978-aaf3de91b32d\", \"7dbba8ae-8527-4740-a127-48c0e3a86486\"], \"total_duration\": 3482.0, \"total_sessions\": 9, \"mean_week_duration\": 21.362}}\n```\n"
}
] |
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