conversations
list |
|---|
[
{
"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[{\"96671\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-02-21 01:04:10.000000+00:00\", \"2022-02-13 18:21:10.000000+00:00\", \"2021-02-06 10:17:21.000000+00:00\", \"2021-09-01 20:06:17.000000+00:00\"], \"session_ids\": [\"0524d949-08a8-48f1-8f14-96ff562c130d\", \"8b243b6a-bf8f-480c-85d0-fdd7c7892494\", \"114ecbd2-2df4-4421-929a-57700877e778\", \"b7ee9e79-7044-44e6-8c12-bd54403b2d94\"], \"total_duration\": 32.0, \"total_sessions\": 4, \"mean_week_duration\": 0.308}}, {\"9909\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-04-15 07:52:52.000000+00:00\", \"2023-02-23 12:58:47.000000+00:00\"], \"session_ids\": [\"c49ea619-c66f-4f0c-8396-cd3755556576\", \"61bd439d-3ea7-4764-9f1f-523c70d7ad85\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.313}}, {\"38815\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-12-18 05:14:16.000000+00:00\", \"2023-03-21 05:45:48.000000+00:00\", \"2019-04-30 16:20:39.000000+00:00\"], \"session_ids\": [\"c2067d81-9c5f-4a77-bce6-9c6ca9cb9771\", \"e3db3f6c-8fe2-4438-a5d6-a4d14809798b\", \"1fe4c662-7740-45d2-bbd7-2af7dd4be4ec\"], \"total_duration\": 237.0, \"total_sessions\": 3, \"mean_week_duration\": 1.167}}, {\"48866\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-04-04 06:14:16.000000+00:00\", \"2022-01-23 12:26:49.000000+00:00\"], \"session_ids\": [\"9bfe3d52-02c4-4bb0-831d-153798101c16\", \"8dacff51-fd58-4bfe-9314-ec465bc52618\"], \"total_duration\": 311.0, \"total_sessions\": 2, \"mean_week_duration\": 3.274}}, {\"68246\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-03-07 19:48:51.000000+00:00\", \"2021-03-20 17:50:55.000000+00:00\", \"2022-12-28 23:30:02.000000+00:00\"], \"session_ids\": [\"b884b1aa-0fc8-4366-bd33-ea4d4bb9c4e1\", \"1cd2c4f4-cec4-4a46-b215-2846f9aee048\", \"4f335419-5eb9-447b-8905-5766b0e44e62\"], \"total_duration\": 758.0, \"total_sessions\": 3, \"mean_week_duration\": 5.156}}, {\"46467\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-12-24 11:16:28.000000+00:00\", \"2023-03-25 06:58:09.000000+00:00\", \"2021-03-11 11:43:19.000000+00:00\", \"2021-12-25 13:15:13.000000+00:00\"], \"session_ids\": [\"f31e82eb-2281-46c3-9608-2fd8c7fee3cf\", \"6a4b87af-10b8-4d51-aca1-23c07c0316ec\", \"5f06cc75-59a7-4493-a471-c452ec217076\", \"3a17e243-67db-436d-9e20-523edee2afdf\"], \"total_duration\": 906.0, \"total_sessions\": 4, \"mean_week_duration\": 8.467}}, {\"14548\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-11-04 03:18:56.000000+00:00\", \"2020-06-09 07:27:56.000000+00:00\", \"2022-10-18 15:18:27.000000+00:00\", \"2021-04-03 15:30:31.000000+00:00\", \"2023-02-14 00:45:40.000000+00:00\", \"2023-04-29 22:06:49.000000+00:00\", \"2020-07-15 13:43:09.000000+00:00\", \"2019-10-23 20:41:19.000000+00:00\", \"2020-06-07 20:16:30.000000+00:00\"], \"session_ids\": [\"db760daa-fa48-4873-a321-1b76b69e9e5e\", \"f9fc6e53-ec0e-4849-8f40-6c8edd3cb473\", \"11684471-9d5c-458f-8b59-61973d334125\", \"20f2ca24-02d8-4e09-8f18-eb8a4a552739\", \"ace6ce24-c2fa-4702-ad22-837d4b815eb7\", \"cad324fb-e91f-4828-bf65-7bea35a84d03\", \"1c6ca502-5e24-458a-a676-e8dcf874a471\", \"8968e363-23cc-4875-a38c-1f9dcc7e8e32\", \"9d165c58-9092-4352-9f25-f0847acddfa3\"], \"total_duration\": 9488.0, \"total_sessions\": 9, \"mean_week_duration\": 51.565}}, {\"77237\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-06-04 14:39:02.000000+00:00\", \"2020-04-10 21:10:08.000000+00:00\", \"2020-02-29 19:13:42.000000+00:00\", \"2020-02-08 14:13:41.000000+00:00\", \"2023-04-10 02:24:04.000000+00:00\", \"2019-10-09 08:06:02.000000+00:00\", \"2020-09-17 18:54:10.000000+00:00\", \"2021-08-24 05:56:58.000000+00:00\", \"2020-02-24 14:46:31.000000+00:00\", \"2020-12-18 13:09:58.000000+00:00\", \"2022-04-19 19:43:30.000000+00:00\"], \"session_ids\": [\"e447180b-4a46-49b7-b073-9e6e143d0ba9\", \"80a7c5bd-7ef8-47ee-a2dd-972c50fbf3ff\", \"8e9b0e06-c5f3-4342-8db1-aab3c82963aa\", \"eddde7bd-1a78-4afc-bdaa-27eb810652f4\", \"bf74c529-502e-4b41-a47c-f83c45be18ff\", \"d9bcb708-476e-48d1-a798-868e56c1961f\", \"33c82944-88e0-48e0-8871-5c0d5797ab6f\", \"2f9a00f2-0740-42fa-a069-fb1a194d9fce\", \"26e129ba-7f4e-4311-86d2-243d43f8080a\", \"733a185f-fec6-4366-905b-6a4e2815a64a\", \"7e3434e5-d0f9-4eb9-968f-6590df27378c\"], \"total_duration\": 23912.0, \"total_sessions\": 11, \"mean_week_duration\": 130.667}}]\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[{\"96671\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-02-21 01:04:10.000000+00:00\", \"2022-02-13 18:21:10.000000+00:00\", \"2021-02-06 10:17:21.000000+00:00\", \"2021-09-01 20:06:17.000000+00:00\"], \"session_ids\": [\"0524d949-08a8-48f1-8f14-96ff562c130d\", \"8b243b6a-bf8f-480c-85d0-fdd7c7892494\", \"114ecbd2-2df4-4421-929a-57700877e778\", \"b7ee9e79-7044-44e6-8c12-bd54403b2d94\"], \"total_duration\": 32.0, \"total_sessions\": 4, \"mean_week_duration\": 0.308}}, {\"9909\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-04-15 07:52:52.000000+00:00\", \"2023-02-23 12:58:47.000000+00:00\"], \"session_ids\": [\"c49ea619-c66f-4f0c-8396-cd3755556576\", \"61bd439d-3ea7-4764-9f1f-523c70d7ad85\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.313}}, {\"38815\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-12-18 05:14:16.000000+00:00\", \"2023-03-21 05:45:48.000000+00:00\", \"2019-04-30 16:20:39.000000+00:00\"], \"session_ids\": [\"c2067d81-9c5f-4a77-bce6-9c6ca9cb9771\", \"e3db3f6c-8fe2-4438-a5d6-a4d14809798b\", \"1fe4c662-7740-45d2-bbd7-2af7dd4be4ec\"], \"total_duration\": 237.0, \"total_sessions\": 3, \"mean_week_duration\": 1.167}}]\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[{\"96671\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-02-21 01:04:10.000000+00:00\", \"2022-02-13 18:21:10.000000+00:00\", \"2021-02-06 10:17:21.000000+00:00\", \"2021-09-01 20:06:17.000000+00:00\"], \"session_ids\": [\"0524d949-08a8-48f1-8f14-96ff562c130d\", \"8b243b6a-bf8f-480c-85d0-fdd7c7892494\", \"114ecbd2-2df4-4421-929a-57700877e778\", \"b7ee9e79-7044-44e6-8c12-bd54403b2d94\"], \"total_duration\": 32.0, \"total_sessions\": 4, \"mean_week_duration\": 0.308}}, {\"9909\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-04-15 07:52:52.000000+00:00\", \"2023-02-23 12:58:47.000000+00:00\"], \"session_ids\": [\"c49ea619-c66f-4f0c-8396-cd3755556576\", \"61bd439d-3ea7-4764-9f1f-523c70d7ad85\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.313}}, {\"38815\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-12-18 05:14:16.000000+00:00\", \"2023-03-21 05:45:48.000000+00:00\", \"2019-04-30 16:20:39.000000+00:00\"], \"session_ids\": [\"c2067d81-9c5f-4a77-bce6-9c6ca9cb9771\", \"e3db3f6c-8fe2-4438-a5d6-a4d14809798b\", \"1fe4c662-7740-45d2-bbd7-2af7dd4be4ec\"], \"total_duration\": 237.0, \"total_sessions\": 3, \"mean_week_duration\": 1.167}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show user to me who has quantity of sessions strictly less than 4 and greater than 9 (not including) , perform sorting by town naming ascendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"74653\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Sydney\", \"datetimes\": [\"2023-03-01 11:25:23.000000+00:00\", \"2022-11-05 22:33:10.000000+00:00\"], \"session_ids\": [\"713779b8-218d-4fc7-a569-c6686b7d97b1\", \"3cf36efc-5c66-4157-8b3f-a462be6f3a7a\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 1.059}, \"80425\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-03-09 00:21:28.000000+00:00\", \"2019-10-26 19:24:57.000000+00:00\"], \"session_ids\": [\"46cdf527-5e50-44dd-8ab9-868a36901edb\", \"1afe4dc4-2a3a-408c-b4a3-126aa4afba0b\"], \"total_duration\": 366.0, \"total_sessions\": 2, \"mean_week_duration\": 2.08}, \"50716\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-02-21 05:53:58.000000+00:00\", \"2019-08-28 14:21:44.000000+00:00\", \"2022-04-23 13:54:56.000000+00:00\", \"2022-07-05 10:03:36.000000+00:00\"], \"session_ids\": [\"744cafe1-2991-4588-936b-0eebfe7e4d08\", \"7ec352f2-407d-49fe-a09c-7099b0159103\", \"009f8044-055e-4a1e-af8f-3a522bf780b6\", \"13f11f76-d109-41b4-9e9a-fe45d0b37c26\"], \"total_duration\": 157.0, \"total_sessions\": 4, \"mean_week_duration\": 1.054}, \"66513\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-05-06 12:43:34.000000+00:00\", \"2023-04-18 22:43:30.000000+00:00\", \"2019-11-08 20:19:37.000000+00:00\", \"2019-07-05 02:43:19.000000+00:00\", \"2020-08-29 13:12:51.000000+00:00\", \"2019-10-10 22:34:17.000000+00:00\"], \"session_ids\": [\"4734fb88-4eee-4c8e-9869-39675d21a8cf\", \"030d74d2-3f41-48a1-ae16-5261835ba5d1\", \"06767e26-850a-4c17-bd5a-2cbb11f3753c\", \"3e9373ab-9af5-4d5b-90d3-9de1aafa9375\", \"0e43bfe8-f93a-4abe-bc4b-e749cf83d33d\", \"80d7e700-ebae-4b1b-8830-3809bd62ff19\"], \"total_duration\": 3742.0, \"total_sessions\": 6, \"mean_week_duration\": 18.077}, \"26698\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-03-24 13:42:14.000000+00:00\", \"2020-03-28 16:25:00.000000+00:00\", \"2023-01-07 03:47:32.000000+00:00\", \"2020-04-03 21:28:22.000000+00:00\"], \"session_ids\": [\"8a29b1cb-b17a-41f9-b743-874bed3d1e55\", \"b2b46f1c-f798-43fd-965d-9f4ca3167d6f\", \"7bb8b065-6e42-4953-8906-f9ed82bdd155\", \"fc9efb4c-73ad-4d37-8abf-00b918215d21\"], \"total_duration\": 1043.0, \"total_sessions\": 4, \"mean_week_duration\": 7.193}, \"94387\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-01-03 05:48:35.000000+00:00\", \"2019-08-24 06:08:02.000000+00:00\"], \"session_ids\": [\"f17b38ba-9ca1-4ece-b7eb-fcd71e14d795\", \"f885dade-05ae-41cc-b9c1-8099b86f9ce7\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 3.676}, \"85444\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-27 07:22:11.000000+00:00\", \"2019-05-18 08:28:01.000000+00:00\"], \"session_ids\": [\"5d6b7f36-f385-4883-99fb-e5e3c9cf7312\", \"791f8969-dd1b-4026-8998-c8126716b167\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.214}, \"7439\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-12-01 21:14:49.000000+00:00\", \"2019-06-06 12:36:32.000000+00:00\", \"2021-09-30 13:53:06.000000+00:00\", \"2019-02-28 20:33:22.000000+00:00\", \"2019-03-20 03:54:49.000000+00:00\", \"2019-12-31 11:18:10.000000+00:00\"], \"session_ids\": [\"718d57bf-6d7e-4d53-b0ae-7a401a72081b\", \"299f6c61-4a3d-4f2c-a414-ff98d45f5e63\", \"97fd48a1-6f6c-43e6-b70d-d083f152e5d1\", \"92b39a52-8fc8-4657-9cff-cb8445cf4b86\", \"8b0abf7c-d12f-49ce-9a4d-ba231171f867\", \"268b472b-31d1-45d4-81ae-00a03391d288\"], \"total_duration\": 924.0, \"total_sessions\": 6, \"mean_week_duration\": 4.714}, \"69226\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-09 14:50:33.000000+00:00\", \"2021-01-27 04:10:45.000000+00:00\", \"2023-03-18 23:03:05.000000+00:00\"], \"session_ids\": [\"b25fd510-7f57-4d4b-af05-be5636ccf344\", \"0b698f1b-efd4-4805-bbbf-1ceccff9fe23\", \"1375b323-8408-48a3-9740-a9646271574e\"], \"total_duration\": 758.0, \"total_sessions\": 3, \"mean_week_duration\": 4.331}, \"87720\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-09-22 18:59:57.000000+00:00\", \"2022-11-16 06:46:23.000000+00:00\"], \"session_ids\": [\"2b1688b1-2fc6-4e09-9452-21bc5aedde84\", \"87f0054b-b6c2-4364-8097-134bc608c501\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 0.812}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are less than 4 and are greater than 9"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">\"]]}, \"all_values\": {\"total_sessions\": [[4, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"74653\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Sydney\", \"datetimes\": [\"2023-03-01 11:25:23.000000+00:00\", \"2022-11-05 22:33:10.000000+00:00\"], \"session_ids\": [\"713779b8-218d-4fc7-a569-c6686b7d97b1\", \"3cf36efc-5c66-4157-8b3f-a462be6f3a7a\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 1.059}, \"80425\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-03-09 00:21:28.000000+00:00\", \"2019-10-26 19:24:57.000000+00:00\"], \"session_ids\": [\"46cdf527-5e50-44dd-8ab9-868a36901edb\", \"1afe4dc4-2a3a-408c-b4a3-126aa4afba0b\"], \"total_duration\": 366.0, \"total_sessions\": 2, \"mean_week_duration\": 2.08}, \"94387\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-01-03 05:48:35.000000+00:00\", \"2019-08-24 06:08:02.000000+00:00\"], \"session_ids\": [\"f17b38ba-9ca1-4ece-b7eb-fcd71e14d795\", \"f885dade-05ae-41cc-b9c1-8099b86f9ce7\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 3.676}, \"85444\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-27 07:22:11.000000+00:00\", \"2019-05-18 08:28:01.000000+00:00\"], \"session_ids\": [\"5d6b7f36-f385-4883-99fb-e5e3c9cf7312\", \"791f8969-dd1b-4026-8998-c8126716b167\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.214}, \"69226\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-09 14:50:33.000000+00:00\", \"2021-01-27 04:10:45.000000+00:00\", \"2023-03-18 23:03:05.000000+00:00\"], \"session_ids\": [\"b25fd510-7f57-4d4b-af05-be5636ccf344\", \"0b698f1b-efd4-4805-bbbf-1ceccff9fe23\", \"1375b323-8408-48a3-9740-a9646271574e\"], \"total_duration\": 758.0, \"total_sessions\": 3, \"mean_week_duration\": 4.331}, \"87720\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-09-22 18:59:57.000000+00:00\", \"2022-11-16 06:46:23.000000+00:00\"], \"session_ids\": [\"2b1688b1-2fc6-4e09-9452-21bc5aedde84\", \"87f0054b-b6c2-4364-8097-134bc608c501\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 0.812}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"69226\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-09 14:50:33.000000+00:00\", \"2021-01-27 04:10:45.000000+00:00\", \"2023-03-18 23:03:05.000000+00:00\"], \"session_ids\": [\"b25fd510-7f57-4d4b-af05-be5636ccf344\", \"0b698f1b-efd4-4805-bbbf-1ceccff9fe23\", \"1375b323-8408-48a3-9740-a9646271574e\"], \"total_duration\": 758.0, \"total_sessions\": 3, \"mean_week_duration\": 4.331}}, {\"80425\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-03-09 00:21:28.000000+00:00\", \"2019-10-26 19:24:57.000000+00:00\"], \"session_ids\": [\"46cdf527-5e50-44dd-8ab9-868a36901edb\", \"1afe4dc4-2a3a-408c-b4a3-126aa4afba0b\"], \"total_duration\": 366.0, \"total_sessions\": 2, \"mean_week_duration\": 2.08}}, {\"87720\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-09-22 18:59:57.000000+00:00\", \"2022-11-16 06:46:23.000000+00:00\"], \"session_ids\": [\"2b1688b1-2fc6-4e09-9452-21bc5aedde84\", \"87f0054b-b6c2-4364-8097-134bc608c501\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 0.812}}, {\"94387\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-01-03 05:48:35.000000+00:00\", \"2019-08-24 06:08:02.000000+00:00\"], \"session_ids\": [\"f17b38ba-9ca1-4ece-b7eb-fcd71e14d795\", \"f885dade-05ae-41cc-b9c1-8099b86f9ce7\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 3.676}}, {\"85444\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-27 07:22:11.000000+00:00\", \"2019-05-18 08:28:01.000000+00:00\"], \"session_ids\": [\"5d6b7f36-f385-4883-99fb-e5e3c9cf7312\", \"791f8969-dd1b-4026-8998-c8126716b167\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.214}}, {\"74653\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Sydney\", \"datetimes\": [\"2023-03-01 11:25:23.000000+00:00\", \"2022-11-05 22:33:10.000000+00:00\"], \"session_ids\": [\"713779b8-218d-4fc7-a569-c6686b7d97b1\", \"3cf36efc-5c66-4157-8b3f-a462be6f3a7a\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 1.059}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 1 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"69226\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-09 14:50:33.000000+00:00\", \"2021-01-27 04:10:45.000000+00:00\", \"2023-03-18 23:03:05.000000+00:00\"], \"session_ids\": [\"b25fd510-7f57-4d4b-af05-be5636ccf344\", \"0b698f1b-efd4-4805-bbbf-1ceccff9fe23\", \"1375b323-8408-48a3-9740-a9646271574e\"], \"total_duration\": 758.0, \"total_sessions\": 3, \"mean_week_duration\": 4.331}}]\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[{\"69226\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-09 14:50:33.000000+00:00\", \"2021-01-27 04:10:45.000000+00:00\", \"2023-03-18 23:03:05.000000+00:00\"], \"session_ids\": [\"b25fd510-7f57-4d4b-af05-be5636ccf344\", \"0b698f1b-efd4-4805-bbbf-1ceccff9fe23\", \"1375b323-8408-48a3-9740-a9646271574e\"], \"total_duration\": 758.0, \"total_sessions\": 3, \"mean_week_duration\": 4.331}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about 6 users who currently live in city Paris and implement sorting by total time using the app 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{\"45061\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-01-07 15:56:23.000000+00:00\", \"2022-12-27 18:29:17.000000+00:00\", \"2020-12-28 01:43:33.000000+00:00\", \"2021-02-03 11:30:37.000000+00:00\", \"2022-12-13 19:24:33.000000+00:00\", \"2019-11-14 14:30:40.000000+00:00\", \"2020-07-14 23:42:46.000000+00:00\"], \"session_ids\": [\"21e7e3d4-4457-4ccc-9995-ac135125f223\", \"c441a940-b518-4fbb-81f4-35f3262dc6f0\", \"236c85fb-cb0c-477f-8a7c-707e0c1af948\", \"c6bac32c-e119-4e69-9abf-fd98666cbe18\", \"abe28336-fd32-4f59-b50c-69784ca6cc29\", \"489fb4e7-1394-453f-8bf7-8cba8a70bd90\", \"573a9080-ffe4-444b-a3be-5f49933a8d35\"], \"total_duration\": 8045.0, \"total_sessions\": 7, \"mean_week_duration\": 49.356}, \"3373\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-07-25 13:30:32.000000+00:00\", \"2019-07-30 11:46:03.000000+00:00\", \"2019-01-01 18:29:14.000000+00:00\", \"2020-12-14 18:54:40.000000+00:00\"], \"session_ids\": [\"d06a42e2-e037-4efc-903f-738ba850ec9c\", \"61b5690a-59c7-4c45-b8ef-89b5a095d751\", \"9e6610c0-ae58-477b-8ff6-630578981d36\", \"4056d16a-c431-4c1e-8d1d-21506d366632\"], \"total_duration\": 198.0, \"total_sessions\": 4, \"mean_week_duration\": 1.478}, \"51777\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2021-05-11 00:25:44.000000+00:00\", \"2019-08-02 23:01:26.000000+00:00\", \"2020-11-25 06:47:40.000000+00:00\", \"2019-07-31 18:07:06.000000+00:00\"], \"session_ids\": [\"145df245-a9c3-4449-8a86-8199802842af\", \"ddf2e46c-2723-4a19-b836-31968aa7678f\", \"5624b5fc-3bd1-4dbb-be5a-77088ba8d17a\", \"9f2bceb8-f6a4-4d3b-b78d-f39f04c5d050\"], \"total_duration\": 47.0, \"total_sessions\": 4, \"mean_week_duration\": 0.505}, \"79812\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-08 21:03:46.000000+00:00\", \"2023-04-28 21:33:10.000000+00:00\"], \"session_ids\": [\"f2b7eb1a-be05-40e4-9a88-0d64f0bfc8c6\", \"e5f06cea-791a-43c6-bc4a-ce726e68e93d\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 1.273}, \"68207\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-12-08 04:48:22.000000+00:00\", \"2020-06-30 13:01:06.000000+00:00\"], \"session_ids\": [\"793c4372-0a4c-4b62-b4ef-5e04cbcc685b\", \"9126d255-70ce-4e12-aec0-354ecd965e95\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 0.707}, \"91621\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-09-11 13:44:59.000000+00:00\", \"2019-03-19 01:03:52.000000+00:00\"], \"session_ids\": [\"2e0be497-056e-4332-ab35-adb876fdc311\", \"44ffe5ec-0874-4152-9644-28e2b84fa641\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.731}, \"41603\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-11-21 16:44:29.000000+00:00\", \"2019-06-26 10:53:44.000000+00:00\"], \"session_ids\": [\"c1c070e0-122a-49b9-bc64-e4b840512126\", \"f9573752-2a8f-40e1-abac-59f3dbdde3aa\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 4.091}, \"49288\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-06-29 19:00:08.000000+00:00\", \"2022-08-15 07:12:16.000000+00:00\"], \"session_ids\": [\"163657ab-648d-45de-828f-65e4a62ecd5e\", \"69854622-e28b-482c-90e8-f6371e884e73\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 6.143}, \"38269\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-04-10 15:28:08.000000+00:00\", \"2020-06-23 10:44:33.000000+00:00\", \"2019-06-05 15:39:46.000000+00:00\"], \"session_ids\": [\"6763b382-f30e-4dd9-bda7-4fdd7c2ae68d\", \"e21f20ac-1039-4c69-a347-7201f74a2b0d\", \"488961cc-e53d-4e73-813e-3c2b22113037\"], \"total_duration\": 100.0, \"total_sessions\": 3, \"mean_week_duration\": 1.031}, \"22155\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2020-06-18 01:06:09.000000+00:00\", \"2022-11-12 12:32:26.000000+00:00\"], \"session_ids\": [\"e9074757-ffe3-43a0-8208-c917e0addaab\", \"f2275b60-458b-4944-b592-2b19b915de08\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.476}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is Paris"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Paris\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display 7 users pieces of information with a mean_week_duration that is higher than 20 and lower than 46, exclusive both nums , put to use sorting by average of total time spent in the app per week 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{\"5118\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 4, \"Change Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-11-26 17:10:07.000000+00:00\", \"2023-03-18 21:51:39.000000+00:00\", \"2021-02-20 12:08:46.000000+00:00\"], \"session_ids\": [\"74b6a2cc-97db-4c7a-9f68-eb6189a6aea7\", \"9d9be0b6-833e-44f7-8426-92eecde9a5eb\", \"b1902bf6-962e-4cc5-802e-aa7bcf5dd281\"], \"total_duration\": 52.0, \"total_sessions\": 3, \"mean_week_duration\": 0.301}, \"91977\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-02-24 01:34:39.000000+00:00\", \"2020-01-31 05:51:30.000000+00:00\", \"2019-07-07 05:28:32.000000+00:00\"], \"session_ids\": [\"eed5e0df-125c-44a7-96b6-c1801b894f84\", \"de67e14e-1250-481b-9a0b-1e2340f34379\", \"d461aea2-eb0e-449d-a83b-762ae7d07694\"], \"total_duration\": 250.0, \"total_sessions\": 3, \"mean_week_duration\": 7.576}, \"61584\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-04-17 15:51:28.000000+00:00\", \"2019-04-23 12:16:29.000000+00:00\"], \"session_ids\": [\"facb1084-615a-4c26-a92b-23af8667f944\", \"4b7f8236-8ac5-428e-a3f1-cd6e6e240b88\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.692}, \"25659\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-04-19 20:32:33.000000+00:00\", \"2022-01-30 16:58:20.000000+00:00\"], \"session_ids\": [\"3907b321-4995-4db1-a3c1-b942363d0901\", \"bcf08796-8223-4f42-80b5-61151ebe66fe\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 3.122}, \"41805\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-10-26 22:46:28.000000+00:00\", \"2019-01-12 08:04:53.000000+00:00\", \"2023-04-04 08:48:54.000000+00:00\", \"2020-08-17 12:41:36.000000+00:00\", \"2021-08-06 01:57:26.000000+00:00\", \"2022-11-26 23:02:47.000000+00:00\", \"2019-06-04 09:59:01.000000+00:00\", \"2019-03-13 15:06:46.000000+00:00\"], \"session_ids\": [\"c503a1a5-0d90-41e0-a1b3-9ef9c92a8d58\", \"a2d3e12e-f428-4bcd-a984-be1590be0d03\", \"f26f68b9-e261-4152-b05f-101da02833ee\", \"0e691b67-fc7b-468e-84b7-9e351c594268\", \"f0e35992-e20e-45dd-bd6d-8b24048f0b34\", \"7d6bb30b-d792-4c22-bb23-f7512a9d1d91\", \"08f9d5b2-6c69-48d4-9f59-e5435a50f264\", \"94e4197c-ed34-4cec-9723-4bfd0cf6cc1d\"], \"total_duration\": 239.0, \"total_sessions\": 8, \"mean_week_duration\": 1.081}, \"37999\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-11-18 13:36:52.000000+00:00\", \"2023-05-30 00:22:54.000000+00:00\", \"2023-05-18 20:50:47.000000+00:00\", \"2019-08-06 01:42:56.000000+00:00\", \"2022-11-15 12:34:34.000000+00:00\", \"2021-02-01 17:50:02.000000+00:00\", \"2021-01-29 07:32:01.000000+00:00\", \"2021-02-26 10:17:26.000000+00:00\", \"2019-12-31 11:53:03.000000+00:00\"], \"session_ids\": [\"58fee1ea-cc85-44ce-8527-1c7fa95a69e7\", \"08ef4bbc-6cc3-48b8-b72e-eba771ea7ae0\", \"bb4801e2-9f8f-4c7f-9252-9f9ebf536a05\", \"0fe0a519-3db1-4e2d-b388-405a1ff197ec\", \"fb1324b0-71f1-484b-ae7f-306eca1df7ec\", \"69b350cb-bdfc-49dc-83ad-58681a41db72\", \"61b98d7e-9955-49f7-a3ad-16e32a91bae7\", \"beaed7f7-be55-4585-b526-4fd35ada9fb9\", \"a5382462-b8d0-4141-8ebb-5b0071b1c4c2\"], \"total_duration\": 84.0, \"total_sessions\": 9, \"mean_week_duration\": 0.422}, \"58521\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-23 15:02:15.000000+00:00\", \"2020-01-24 00:02:01.000000+00:00\"], \"session_ids\": [\"00f4cf40-1473-460e-a36b-c5fef4a10b72\", \"5e524585-022a-44c9-b724-b8938664e363\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 1.046}, \"10773\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-11-03 19:45:27.000000+00:00\", \"2021-05-23 08:11:39.000000+00:00\", \"2020-04-29 14:01:18.000000+00:00\"], \"session_ids\": [\"7f58b980-de34-4738-9e41-080e65ecf714\", \"208fd10f-a010-4314-9fee-dfeda4096018\", \"7d01a506-f591-4fa7-80db-b96489744952\"], \"total_duration\": 413.0, \"total_sessions\": 3, \"mean_week_duration\": 5.228}, \"70363\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-10-21 06:14:40.000000+00:00\", \"2022-05-25 07:56:55.000000+00:00\"], \"session_ids\": [\"89c39668-a39f-471e-8f3f-b34f6bd1b2dc\", \"d5e463f9-5017-4715-aa86-56696395ebeb\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 20.227}, \"46385\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-02-22 16:56:52.000000+00:00\", \"2022-12-23 23:35:41.000000+00:00\", \"2022-03-23 16:32:47.000000+00:00\", \"2020-07-08 04:55:18.000000+00:00\", \"2020-02-15 20:13:32.000000+00:00\", \"2019-03-15 00:58:34.000000+00:00\", \"2022-09-28 19:23:56.000000+00:00\", \"2021-08-16 00:13:31.000000+00:00\", \"2019-03-05 02:32:17.000000+00:00\", \"2020-11-05 07:52:03.000000+00:00\"], \"session_ids\": [\"b56cf20e-31b4-495e-9b6d-c308196c0e1b\", \"935099ef-2d1e-4192-8446-8def4faee638\", \"be6672e6-df2f-41b1-a1f1-a7656e87538f\", \"175cd9d5-b8a5-4e48-ba9b-78d90d4198cc\", \"db98fb64-3be1-4adb-99a9-5a0839316f93\", \"883c4eed-e1d8-4daf-81b8-99f853b8bef1\", \"d1dfe0ad-68f8-4315-8a33-72b31c9190cf\", \"b5a9bea6-0dc7-4865-a361-cbdd7a4609f2\", \"0647fbdb-82d7-46cd-b606-e4bf7e969b4c\", \"b4b9f20e-fd1d-4c84-8e66-283aec6a382b\"], \"total_duration\": 21362.0, \"total_sessions\": 10, \"mean_week_duration\": 107.347}}\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 20 and are less than 46"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[20, 46]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"70363\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-10-21 06:14:40.000000+00:00\", \"2022-05-25 07:56:55.000000+00:00\"], \"session_ids\": [\"89c39668-a39f-471e-8f3f-b34f6bd1b2dc\", \"d5e463f9-5017-4715-aa86-56696395ebeb\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 20.227}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"70363\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-10-21 06:14:40.000000+00:00\", \"2022-05-25 07:56:55.000000+00:00\"], \"session_ids\": [\"89c39668-a39f-471e-8f3f-b34f6bd1b2dc\", \"d5e463f9-5017-4715-aa86-56696395ebeb\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 20.227}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 7 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"70363\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-10-21 06:14:40.000000+00:00\", \"2022-05-25 07:56:55.000000+00:00\"], \"session_ids\": [\"89c39668-a39f-471e-8f3f-b34f6bd1b2dc\", \"d5e463f9-5017-4715-aa86-56696395ebeb\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 20.227}}]\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[{\"70363\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-10-21 06:14:40.000000+00:00\", \"2022-05-25 07:56:55.000000+00:00\"], \"session_ids\": [\"89c39668-a39f-471e-8f3f-b34f6bd1b2dc\", \"d5e463f9-5017-4715-aa86-56696395ebeb\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 20.227}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about user who has time using the app per week greater than 46 and strictly less than 1 in addition execute sorting by total_duration risingly also remain only 2 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"68268\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-10-05 05:02:40.000000+00:00\", \"2020-02-20 23:49:29.000000+00:00\"], \"session_ids\": [\"dc3d7163-7dd8-4977-a192-ecc59cd2b246\", \"d2ff7e52-d9d7-4a38-96d5-bda9849fbbfc\"], \"total_duration\": 472.0, \"total_sessions\": 2, \"mean_week_duration\": 5.553}, \"78910\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-11-03 00:36:49.000000+00:00\", \"2019-02-12 22:20:25.000000+00:00\"], \"session_ids\": [\"06a72857-1015-4c5d-bbba-3d0e00684504\", \"67d092c4-1005-4be1-b57a-da8ea5354267\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.422}, \"2172\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-07-18 06:16:47.000000+00:00\", \"2021-02-04 15:15:22.000000+00:00\", \"2022-04-27 18:47:22.000000+00:00\"], \"session_ids\": [\"b36a1815-093d-49eb-b2e8-d4140837c98a\", \"9a13df7e-82f4-4508-8045-22d15cb9ece5\", \"657838b2-e3f8-4b39-b2e3-c08e06c6c3ff\"], \"total_duration\": 752.0, \"total_sessions\": 3, \"mean_week_duration\": 5.186}, \"45750\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-04-28 06:36:08.000000+00:00\", \"2021-02-01 10:47:03.000000+00:00\", \"2019-10-26 08:03:23.000000+00:00\", \"2022-08-31 01:44:11.000000+00:00\", \"2020-01-28 17:41:15.000000+00:00\", \"2022-01-22 19:53:28.000000+00:00\"], \"session_ids\": [\"2bed4e7e-b272-4270-9eb2-2ea6d7d014fa\", \"e5cacca5-fd10-4035-b937-63133a0cfee7\", \"a6ff8b34-e223-424a-a15e-a69f09686d6d\", \"6603b2d6-c38f-4850-aa5d-5efc29b55d3c\", \"1e4a72af-62eb-4a3d-98d4-b8cfceed547d\", \"0dc29884-b97c-44d7-bf5e-cf5fd9f3a2a7\"], \"total_duration\": 1650.0, \"total_sessions\": 6, \"mean_week_duration\": 11.074}, \"75523\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-06-14 14:07:02.000000+00:00\", \"2020-05-31 14:57:38.000000+00:00\"], \"session_ids\": [\"da65fe98-3118-4d01-9295-ee86daf5bb13\", \"d90c8f1c-db9a-4df1-9c41-e0d1e50f7b18\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 5.647}, \"59278\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-09-08 14:51:38.000000+00:00\", \"2020-08-21 21:03:22.000000+00:00\"], \"session_ids\": [\"df99e9cb-f14d-4cdc-ba82-024aff180eb5\", \"6dd359e0-a9a4-4af1-8e3b-b5fd1fb62dd7\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 1.44}, \"51508\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-05-06 06:51:14.000000+00:00\", \"2019-02-28 07:51:29.000000+00:00\"], \"session_ids\": [\"63a63222-a345-4ff5-be03-306d86a4b93d\", \"1dbe1be4-ec31-4ca7-9d4f-723671d11173\"], \"total_duration\": 238.0, \"total_sessions\": 2, \"mean_week_duration\": 23.8}, \"31794\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-06-01 19:40:52.000000+00:00\", \"2019-07-01 13:15:34.000000+00:00\", \"2020-07-24 19:44:33.000000+00:00\"], \"session_ids\": [\"d2113ea0-7940-4447-a0c6-58ff7237d416\", \"0265916b-e093-41c5-bbaf-f1cb77089658\", \"b07dc677-ff9d-4d51-8c16-b1aea54751e3\"], \"total_duration\": 565.0, \"total_sessions\": 3, \"mean_week_duration\": 5.594}, \"34487\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-05-17 04:31:57.000000+00:00\", \"2019-03-03 06:29:03.000000+00:00\"], \"session_ids\": [\"9cb01d44-1242-4d7a-aaa2-ab252e3bd275\", \"dc4dc6f9-8334-489a-9351-d7f0323079ae\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 10.636}, \"77218\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-09-14 20:28:41.000000+00:00\", \"2021-08-21 22:45:47.000000+00:00\"], \"session_ids\": [\"cdaf31f7-b9b2-4b89-9bc0-1c6205d05de7\", \"3055fae4-b194-4307-b1c7-9b0cfec768d4\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 1.589}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are less than 1 and are equal or greater than 46"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[1, 46]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"78910\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-11-03 00:36:49.000000+00:00\", \"2019-02-12 22:20:25.000000+00:00\"], \"session_ids\": [\"06a72857-1015-4c5d-bbba-3d0e00684504\", \"67d092c4-1005-4be1-b57a-da8ea5354267\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.422}}\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[{\"78910\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-11-03 00:36:49.000000+00:00\", \"2019-02-12 22:20:25.000000+00:00\"], \"session_ids\": [\"06a72857-1015-4c5d-bbba-3d0e00684504\", \"67d092c4-1005-4be1-b57a-da8ea5354267\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.422}}]\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[{\"78910\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-11-03 00:36:49.000000+00:00\", \"2019-02-12 22:20:25.000000+00:00\"], \"session_ids\": [\"06a72857-1015-4c5d-bbba-3d0e00684504\", \"67d092c4-1005-4be1-b57a-da8ea5354267\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.422}}]\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[{\"78910\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-11-03 00:36:49.000000+00:00\", \"2019-02-12 22:20:25.000000+00:00\"], \"session_ids\": [\"06a72857-1015-4c5d-bbba-3d0e00684504\", \"67d092c4-1005-4be1-b57a-da8ea5354267\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.422}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I need to get information about 2 users who don't live in cities Dublin, Karachi, Dubai in addition execute sorting by overall quantity of sessions in desc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"9838\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-05-03 16:58:46.000000+00:00\", \"2020-12-11 02:08:36.000000+00:00\"], \"session_ids\": [\"fdb3a292-81f2-4480-9e60-7b0982d69f9b\", \"b6756c95-344d-4298-bc52-e50e2e55ab48\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 1.048}, \"51895\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-04-09 22:39:03.000000+00:00\", \"2023-01-10 07:08:37.000000+00:00\"], \"session_ids\": [\"4fb2f9b8-e94f-4d74-9644-cf88fcc03ab0\", \"b31331b1-0824-42cb-b423-3fb8f24ff33c\"], \"total_duration\": 378.0, \"total_sessions\": 2, \"mean_week_duration\": 2.625}, \"89602\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-09-15 05:25:27.000000+00:00\", \"2019-01-14 14:46:55.000000+00:00\"], \"session_ids\": [\"fb256798-ea98-4c95-ba83-79d8d30024fb\", \"73375034-e914-43ba-9d43-423f35afe5ad\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 0.578}, \"39390\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-02-24 19:27:49.000000+00:00\", \"2023-05-15 19:39:05.000000+00:00\", \"2021-03-21 04:15:27.000000+00:00\", \"2021-09-27 10:47:31.000000+00:00\"], \"session_ids\": [\"bb584f7c-99b7-4903-81f6-2e7d73313bf4\", \"7da5518d-f13f-4b26-b4a4-1aa4236ac134\", \"8aaf025e-9493-4359-9524-a4619ef2fa93\", \"0a927bd7-35fd-4dba-8a7e-2db25ee284a6\"], \"total_duration\": 540.0, \"total_sessions\": 4, \"mean_week_duration\": 4.779}, \"65326\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-08-29 09:17:52.000000+00:00\", \"2021-03-06 01:02:27.000000+00:00\"], \"session_ids\": [\"1fb7506b-834f-4947-aaec-356d819c7488\", \"1bb45dee-e39d-4669-8820-beb335bccafa\"], \"total_duration\": 346.0, \"total_sessions\": 2, \"mean_week_duration\": 4.325}, \"25438\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 8, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-12-21 03:26:21.000000+00:00\", \"2019-04-04 15:37:28.000000+00:00\"], \"session_ids\": [\"9c738ff5-91c6-499a-83a5-00b2e4b42935\", \"b9b79e7d-8b41-43ff-ac89-536c7664076e\"], \"total_duration\": 170.0, \"total_sessions\": 2, \"mean_week_duration\": 1.889}, \"6379\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-12-31 04:42:46.000000+00:00\", \"2022-03-25 14:21:35.000000+00:00\", \"2020-12-27 07:03:58.000000+00:00\"], \"session_ids\": [\"85842bc4-4a46-4596-9f0a-5d4acf21e341\", \"f2cec8c0-8fc6-456d-a1d8-878025fed131\", \"e6e60675-25c2-4e90-afa2-c73b3e376f4b\"], \"total_duration\": 582.0, \"total_sessions\": 3, \"mean_week_duration\": 8.954}, \"5634\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-12-24 21:45:12.000000+00:00\", \"2023-03-30 03:47:19.000000+00:00\", \"2020-07-15 03:54:39.000000+00:00\", \"2019-11-25 01:43:17.000000+00:00\", \"2020-05-22 04:30:34.000000+00:00\", \"2021-12-02 10:53:52.000000+00:00\"], \"session_ids\": [\"8077b463-092e-4600-8faf-ef03fab42347\", \"4c971683-4d99-4875-813d-8f34b064df18\", \"51102c9e-79a2-45e6-891b-cd5923390589\", \"eef4c589-93ef-4e93-a25b-ce991e3aa4ab\", \"86583a52-4f74-4743-b094-962b105607a1\", \"989948b7-5e4b-4edd-873b-b8d25f0b05d3\"], \"total_duration\": 5469.0, \"total_sessions\": 6, \"mean_week_duration\": 31.251}, \"80397\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-04-04 21:30:44.000000+00:00\", \"2020-04-30 08:44:35.000000+00:00\"], \"session_ids\": [\"6d72ae51-a056-4ecb-95f5-f30677017aba\", \"84433a1d-bfeb-4f70-b987-da310fcadc9c\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 0.869}, \"59390\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-30 18:09:44.000000+00:00\", \"2022-04-13 21:37:49.000000+00:00\", \"2020-04-22 01:44:21.000000+00:00\", \"2020-11-22 04:43:12.000000+00:00\", \"2020-11-10 10:07:04.000000+00:00\", \"2021-12-04 20:37:29.000000+00:00\", \"2020-11-12 09:23:29.000000+00:00\", \"2021-11-16 06:23:06.000000+00:00\", \"2023-01-24 09:25:51.000000+00:00\"], \"session_ids\": [\"ebcb9578-e835-444e-9d27-c1afa22f9097\", \"ea80afa8-77f4-4f06-afb2-d66f40d8cc5f\", \"7af83931-195b-41a2-8d93-fd31ecf78a17\", \"4e8b7d07-3b4e-4057-bdcb-2a7dc0631d47\", \"6b8d5500-a64f-49b1-9ecb-5525ee91cf92\", \"6f24e7ad-2bef-4b44-9b03-c49936884f7d\", \"2b30eb9e-88ce-468d-a8a0-4c6eee5f04c7\", \"653499e8-7dca-4a0e-993f-84ffa3317441\", \"00988591-fb72-4be0-b535-4e61f408ab78\"], \"total_duration\": 9396.0, \"total_sessions\": 9, \"mean_week_duration\": 65.25}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not Dublin, Karachi, Dubai"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Dublin\", \"Karachi\", \"Dubai\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"9838\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-05-03 16:58:46.000000+00:00\", \"2020-12-11 02:08:36.000000+00:00\"], \"session_ids\": [\"fdb3a292-81f2-4480-9e60-7b0982d69f9b\", \"b6756c95-344d-4298-bc52-e50e2e55ab48\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 1.048}, \"51895\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-04-09 22:39:03.000000+00:00\", \"2023-01-10 07:08:37.000000+00:00\"], \"session_ids\": [\"4fb2f9b8-e94f-4d74-9644-cf88fcc03ab0\", \"b31331b1-0824-42cb-b423-3fb8f24ff33c\"], \"total_duration\": 378.0, \"total_sessions\": 2, \"mean_week_duration\": 2.625}, \"89602\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-09-15 05:25:27.000000+00:00\", \"2019-01-14 14:46:55.000000+00:00\"], \"session_ids\": [\"fb256798-ea98-4c95-ba83-79d8d30024fb\", \"73375034-e914-43ba-9d43-423f35afe5ad\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 0.578}, \"39390\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-02-24 19:27:49.000000+00:00\", \"2023-05-15 19:39:05.000000+00:00\", \"2021-03-21 04:15:27.000000+00:00\", \"2021-09-27 10:47:31.000000+00:00\"], \"session_ids\": [\"bb584f7c-99b7-4903-81f6-2e7d73313bf4\", \"7da5518d-f13f-4b26-b4a4-1aa4236ac134\", \"8aaf025e-9493-4359-9524-a4619ef2fa93\", \"0a927bd7-35fd-4dba-8a7e-2db25ee284a6\"], \"total_duration\": 540.0, \"total_sessions\": 4, \"mean_week_duration\": 4.779}, \"65326\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-08-29 09:17:52.000000+00:00\", \"2021-03-06 01:02:27.000000+00:00\"], \"session_ids\": [\"1fb7506b-834f-4947-aaec-356d819c7488\", \"1bb45dee-e39d-4669-8820-beb335bccafa\"], \"total_duration\": 346.0, \"total_sessions\": 2, \"mean_week_duration\": 4.325}, \"25438\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 8, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-12-21 03:26:21.000000+00:00\", \"2019-04-04 15:37:28.000000+00:00\"], \"session_ids\": [\"9c738ff5-91c6-499a-83a5-00b2e4b42935\", \"b9b79e7d-8b41-43ff-ac89-536c7664076e\"], \"total_duration\": 170.0, \"total_sessions\": 2, \"mean_week_duration\": 1.889}, \"6379\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-12-31 04:42:46.000000+00:00\", \"2022-03-25 14:21:35.000000+00:00\", \"2020-12-27 07:03:58.000000+00:00\"], \"session_ids\": [\"85842bc4-4a46-4596-9f0a-5d4acf21e341\", \"f2cec8c0-8fc6-456d-a1d8-878025fed131\", \"e6e60675-25c2-4e90-afa2-c73b3e376f4b\"], \"total_duration\": 582.0, \"total_sessions\": 3, \"mean_week_duration\": 8.954}, \"5634\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-12-24 21:45:12.000000+00:00\", \"2023-03-30 03:47:19.000000+00:00\", \"2020-07-15 03:54:39.000000+00:00\", \"2019-11-25 01:43:17.000000+00:00\", \"2020-05-22 04:30:34.000000+00:00\", \"2021-12-02 10:53:52.000000+00:00\"], \"session_ids\": [\"8077b463-092e-4600-8faf-ef03fab42347\", \"4c971683-4d99-4875-813d-8f34b064df18\", \"51102c9e-79a2-45e6-891b-cd5923390589\", \"eef4c589-93ef-4e93-a25b-ce991e3aa4ab\", \"86583a52-4f74-4743-b094-962b105607a1\", \"989948b7-5e4b-4edd-873b-b8d25f0b05d3\"], \"total_duration\": 5469.0, \"total_sessions\": 6, \"mean_week_duration\": 31.251}, \"80397\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-04-04 21:30:44.000000+00:00\", \"2020-04-30 08:44:35.000000+00:00\"], \"session_ids\": [\"6d72ae51-a056-4ecb-95f5-f30677017aba\", \"84433a1d-bfeb-4f70-b987-da310fcadc9c\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 0.869}, \"59390\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-30 18:09:44.000000+00:00\", \"2022-04-13 21:37:49.000000+00:00\", \"2020-04-22 01:44:21.000000+00:00\", \"2020-11-22 04:43:12.000000+00:00\", \"2020-11-10 10:07:04.000000+00:00\", \"2021-12-04 20:37:29.000000+00:00\", \"2020-11-12 09:23:29.000000+00:00\", \"2021-11-16 06:23:06.000000+00:00\", \"2023-01-24 09:25:51.000000+00:00\"], \"session_ids\": [\"ebcb9578-e835-444e-9d27-c1afa22f9097\", \"ea80afa8-77f4-4f06-afb2-d66f40d8cc5f\", \"7af83931-195b-41a2-8d93-fd31ecf78a17\", \"4e8b7d07-3b4e-4057-bdcb-2a7dc0631d47\", \"6b8d5500-a64f-49b1-9ecb-5525ee91cf92\", \"6f24e7ad-2bef-4b44-9b03-c49936884f7d\", \"2b30eb9e-88ce-468d-a8a0-4c6eee5f04c7\", \"653499e8-7dca-4a0e-993f-84ffa3317441\", \"00988591-fb72-4be0-b535-4e61f408ab78\"], \"total_duration\": 9396.0, \"total_sessions\": 9, \"mean_week_duration\": 65.25}}\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[{\"59390\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-30 18:09:44.000000+00:00\", \"2022-04-13 21:37:49.000000+00:00\", \"2020-04-22 01:44:21.000000+00:00\", \"2020-11-22 04:43:12.000000+00:00\", \"2020-11-10 10:07:04.000000+00:00\", \"2021-12-04 20:37:29.000000+00:00\", \"2020-11-12 09:23:29.000000+00:00\", \"2021-11-16 06:23:06.000000+00:00\", \"2023-01-24 09:25:51.000000+00:00\"], \"session_ids\": [\"ebcb9578-e835-444e-9d27-c1afa22f9097\", \"ea80afa8-77f4-4f06-afb2-d66f40d8cc5f\", \"7af83931-195b-41a2-8d93-fd31ecf78a17\", \"4e8b7d07-3b4e-4057-bdcb-2a7dc0631d47\", \"6b8d5500-a64f-49b1-9ecb-5525ee91cf92\", \"6f24e7ad-2bef-4b44-9b03-c49936884f7d\", \"2b30eb9e-88ce-468d-a8a0-4c6eee5f04c7\", \"653499e8-7dca-4a0e-993f-84ffa3317441\", \"00988591-fb72-4be0-b535-4e61f408ab78\"], \"total_duration\": 9396.0, \"total_sessions\": 9, \"mean_week_duration\": 65.25}}, {\"5634\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-12-24 21:45:12.000000+00:00\", \"2023-03-30 03:47:19.000000+00:00\", \"2020-07-15 03:54:39.000000+00:00\", \"2019-11-25 01:43:17.000000+00:00\", \"2020-05-22 04:30:34.000000+00:00\", \"2021-12-02 10:53:52.000000+00:00\"], \"session_ids\": [\"8077b463-092e-4600-8faf-ef03fab42347\", \"4c971683-4d99-4875-813d-8f34b064df18\", \"51102c9e-79a2-45e6-891b-cd5923390589\", \"eef4c589-93ef-4e93-a25b-ce991e3aa4ab\", \"86583a52-4f74-4743-b094-962b105607a1\", \"989948b7-5e4b-4edd-873b-b8d25f0b05d3\"], \"total_duration\": 5469.0, \"total_sessions\": 6, \"mean_week_duration\": 31.251}}, {\"39390\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-02-24 19:27:49.000000+00:00\", \"2023-05-15 19:39:05.000000+00:00\", \"2021-03-21 04:15:27.000000+00:00\", \"2021-09-27 10:47:31.000000+00:00\"], \"session_ids\": [\"bb584f7c-99b7-4903-81f6-2e7d73313bf4\", \"7da5518d-f13f-4b26-b4a4-1aa4236ac134\", \"8aaf025e-9493-4359-9524-a4619ef2fa93\", \"0a927bd7-35fd-4dba-8a7e-2db25ee284a6\"], \"total_duration\": 540.0, \"total_sessions\": 4, \"mean_week_duration\": 4.779}}, {\"6379\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-12-31 04:42:46.000000+00:00\", \"2022-03-25 14:21:35.000000+00:00\", \"2020-12-27 07:03:58.000000+00:00\"], \"session_ids\": [\"85842bc4-4a46-4596-9f0a-5d4acf21e341\", \"f2cec8c0-8fc6-456d-a1d8-878025fed131\", \"e6e60675-25c2-4e90-afa2-c73b3e376f4b\"], \"total_duration\": 582.0, \"total_sessions\": 3, \"mean_week_duration\": 8.954}}, {\"9838\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-05-03 16:58:46.000000+00:00\", \"2020-12-11 02:08:36.000000+00:00\"], \"session_ids\": [\"fdb3a292-81f2-4480-9e60-7b0982d69f9b\", \"b6756c95-344d-4298-bc52-e50e2e55ab48\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 1.048}}, {\"51895\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-04-09 22:39:03.000000+00:00\", \"2023-01-10 07:08:37.000000+00:00\"], \"session_ids\": [\"4fb2f9b8-e94f-4d74-9644-cf88fcc03ab0\", \"b31331b1-0824-42cb-b423-3fb8f24ff33c\"], \"total_duration\": 378.0, \"total_sessions\": 2, \"mean_week_duration\": 2.625}}, {\"89602\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-09-15 05:25:27.000000+00:00\", \"2019-01-14 14:46:55.000000+00:00\"], \"session_ids\": [\"fb256798-ea98-4c95-ba83-79d8d30024fb\", \"73375034-e914-43ba-9d43-423f35afe5ad\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 0.578}}, {\"65326\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-08-29 09:17:52.000000+00:00\", \"2021-03-06 01:02:27.000000+00:00\"], \"session_ids\": [\"1fb7506b-834f-4947-aaec-356d819c7488\", \"1bb45dee-e39d-4669-8820-beb335bccafa\"], \"total_duration\": 346.0, \"total_sessions\": 2, \"mean_week_duration\": 4.325}}, {\"25438\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 8, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-12-21 03:26:21.000000+00:00\", \"2019-04-04 15:37:28.000000+00:00\"], \"session_ids\": [\"9c738ff5-91c6-499a-83a5-00b2e4b42935\", \"b9b79e7d-8b41-43ff-ac89-536c7664076e\"], \"total_duration\": 170.0, \"total_sessions\": 2, \"mean_week_duration\": 1.889}}, {\"80397\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-04-04 21:30:44.000000+00:00\", \"2020-04-30 08:44:35.000000+00:00\"], \"session_ids\": [\"6d72ae51-a056-4ecb-95f5-f30677017aba\", \"84433a1d-bfeb-4f70-b987-da310fcadc9c\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 0.869}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"59390\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-30 18:09:44.000000+00:00\", \"2022-04-13 21:37:49.000000+00:00\", \"2020-04-22 01:44:21.000000+00:00\", \"2020-11-22 04:43:12.000000+00:00\", \"2020-11-10 10:07:04.000000+00:00\", \"2021-12-04 20:37:29.000000+00:00\", \"2020-11-12 09:23:29.000000+00:00\", \"2021-11-16 06:23:06.000000+00:00\", \"2023-01-24 09:25:51.000000+00:00\"], \"session_ids\": [\"ebcb9578-e835-444e-9d27-c1afa22f9097\", \"ea80afa8-77f4-4f06-afb2-d66f40d8cc5f\", \"7af83931-195b-41a2-8d93-fd31ecf78a17\", \"4e8b7d07-3b4e-4057-bdcb-2a7dc0631d47\", \"6b8d5500-a64f-49b1-9ecb-5525ee91cf92\", \"6f24e7ad-2bef-4b44-9b03-c49936884f7d\", \"2b30eb9e-88ce-468d-a8a0-4c6eee5f04c7\", \"653499e8-7dca-4a0e-993f-84ffa3317441\", \"00988591-fb72-4be0-b535-4e61f408ab78\"], \"total_duration\": 9396.0, \"total_sessions\": 9, \"mean_week_duration\": 65.25}}, {\"5634\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-12-24 21:45:12.000000+00:00\", \"2023-03-30 03:47:19.000000+00:00\", \"2020-07-15 03:54:39.000000+00:00\", \"2019-11-25 01:43:17.000000+00:00\", \"2020-05-22 04:30:34.000000+00:00\", \"2021-12-02 10:53:52.000000+00:00\"], \"session_ids\": [\"8077b463-092e-4600-8faf-ef03fab42347\", \"4c971683-4d99-4875-813d-8f34b064df18\", \"51102c9e-79a2-45e6-891b-cd5923390589\", \"eef4c589-93ef-4e93-a25b-ce991e3aa4ab\", \"86583a52-4f74-4743-b094-962b105607a1\", \"989948b7-5e4b-4edd-873b-b8d25f0b05d3\"], \"total_duration\": 5469.0, \"total_sessions\": 6, \"mean_week_duration\": 31.251}}]\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[{\"59390\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-30 18:09:44.000000+00:00\", \"2022-04-13 21:37:49.000000+00:00\", \"2020-04-22 01:44:21.000000+00:00\", \"2020-11-22 04:43:12.000000+00:00\", \"2020-11-10 10:07:04.000000+00:00\", \"2021-12-04 20:37:29.000000+00:00\", \"2020-11-12 09:23:29.000000+00:00\", \"2021-11-16 06:23:06.000000+00:00\", \"2023-01-24 09:25:51.000000+00:00\"], \"session_ids\": [\"ebcb9578-e835-444e-9d27-c1afa22f9097\", \"ea80afa8-77f4-4f06-afb2-d66f40d8cc5f\", \"7af83931-195b-41a2-8d93-fd31ecf78a17\", \"4e8b7d07-3b4e-4057-bdcb-2a7dc0631d47\", \"6b8d5500-a64f-49b1-9ecb-5525ee91cf92\", \"6f24e7ad-2bef-4b44-9b03-c49936884f7d\", \"2b30eb9e-88ce-468d-a8a0-4c6eee5f04c7\", \"653499e8-7dca-4a0e-993f-84ffa3317441\", \"00988591-fb72-4be0-b535-4e61f408ab78\"], \"total_duration\": 9396.0, \"total_sessions\": 9, \"mean_week_duration\": 65.25}}, {\"5634\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-12-24 21:45:12.000000+00:00\", \"2023-03-30 03:47:19.000000+00:00\", \"2020-07-15 03:54:39.000000+00:00\", \"2019-11-25 01:43:17.000000+00:00\", \"2020-05-22 04:30:34.000000+00:00\", \"2021-12-02 10:53:52.000000+00:00\"], \"session_ids\": [\"8077b463-092e-4600-8faf-ef03fab42347\", \"4c971683-4d99-4875-813d-8f34b064df18\", \"51102c9e-79a2-45e6-891b-cd5923390589\", \"eef4c589-93ef-4e93-a25b-ce991e3aa4ab\", \"86583a52-4f74-4743-b094-962b105607a1\", \"989948b7-5e4b-4edd-873b-b8d25f0b05d3\"], \"total_duration\": 5469.0, \"total_sessions\": 6, \"mean_week_duration\": 31.251}}]\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 2 users with a duration total that is higher than 1819 and lower than 3098 additionaly apply sorting by name of the town form the highest value to the lowest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"17761\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-06-24 20:27:03.000000+00:00\", \"2022-12-14 00:12:20.000000+00:00\"], \"session_ids\": [\"4d397a50-47f3-4442-ad62-02a4c8c8f828\", \"784e2768-f168-4357-9b71-6bc7df867e04\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 2.279}, \"17731\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-09-15 07:14:53.000000+00:00\", \"2021-09-29 05:33:48.000000+00:00\", \"2020-08-13 10:21:19.000000+00:00\", \"2022-08-19 18:59:07.000000+00:00\"], \"session_ids\": [\"fb33e0be-c769-4044-b824-db4711a18ff4\", \"0334aa95-57d1-49c1-80ab-bb7aae86f4d3\", \"68366f74-09f7-4edf-9295-15a187951797\", \"8b2716f9-fc66-4041-a3fc-0620db336a4d\"], \"total_duration\": 2082.0, \"total_sessions\": 4, \"mean_week_duration\": 19.101}, \"96057\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-08-28 03:58:53.000000+00:00\", \"2021-04-30 20:31:11.000000+00:00\"], \"session_ids\": [\"76fa9956-4de6-4c84-a5ef-56c1bd2ade36\", \"a34f39fe-b1d3-4e49-ba93-efbe1a9e7eed\"], \"total_duration\": 238.0, \"total_sessions\": 2, \"mean_week_duration\": 14.0}, \"70687\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-03-03 14:20:28.000000+00:00\", \"2019-01-06 21:23:39.000000+00:00\", \"2021-01-13 15:34:35.000000+00:00\"], \"session_ids\": [\"0dc44678-cd40-48dd-bd19-2d3adc341266\", \"aee9fbbd-b41b-41b8-a924-32ee58cefbe8\", \"ce51a68a-0e66-48af-9d81-fcf294e43b67\"], \"total_duration\": 244.0, \"total_sessions\": 3, \"mean_week_duration\": 2.302}, \"49954\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-07-28 04:13:03.000000+00:00\", \"2023-02-26 10:36:50.000000+00:00\"], \"session_ids\": [\"9c3b59bf-028e-481d-bc67-7c0c07980560\", \"59b8a41e-72a6-4da4-aa6e-8aacd63b6960\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 1.097}, \"94215\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-07-05 19:53:26.000000+00:00\", \"2022-01-17 07:24:14.000000+00:00\"], \"session_ids\": [\"3b3efb8a-fc7a-46be-b0d2-d66ced0ad5b6\", \"b49b23a6-eeec-44ec-8ee5-f296e981fc13\"], \"total_duration\": 441.0, \"total_sessions\": 2, \"mean_week_duration\": 5.513}, \"21333\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-09 15:53:04.000000+00:00\", \"2020-05-18 13:40:41.000000+00:00\"], \"session_ids\": [\"f2572650-1011-4b2d-b666-1e4d608d0a3a\", \"20f26fb3-442e-48bb-b573-5495f4d3fa75\"], \"total_duration\": 217.0, \"total_sessions\": 2, \"mean_week_duration\": 10.333}, \"49080\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-10-08 08:40:29.000000+00:00\", \"2019-01-12 16:29:37.000000+00:00\", \"2020-10-21 06:49:05.000000+00:00\", \"2019-04-10 09:33:50.000000+00:00\", \"2023-04-24 00:34:54.000000+00:00\"], \"session_ids\": [\"a55c08ce-9e4f-4eb1-aacc-d177615f7906\", \"0dca1d8d-618b-4b62-a300-501109f153f9\", \"33cd855b-86a7-4f24-9c1f-9039600d2087\", \"0df82b35-0565-4c6b-820a-e9df902fde35\", \"dfd83cf9-a6bd-4557-bb0c-c3e49010ee0a\"], \"total_duration\": 1907.0, \"total_sessions\": 5, \"mean_week_duration\": 8.513}, \"35512\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-08-26 21:47:58.000000+00:00\", \"2019-09-18 00:39:56.000000+00:00\", \"2022-09-07 22:08:12.000000+00:00\", \"2021-08-20 19:14:48.000000+00:00\", \"2021-12-25 12:38:43.000000+00:00\", \"2022-09-19 13:59:54.000000+00:00\", \"2019-01-06 21:57:26.000000+00:00\", \"2020-09-01 18:56:20.000000+00:00\"], \"session_ids\": [\"04f462a7-2960-40f8-bdca-503624e6a913\", \"170328bb-36e3-4734-b578-b7c436e4812f\", \"4cdeffd7-f59f-40b5-97cb-74d8a4babedb\", \"91857028-8294-4805-a760-66babd0dca56\", \"93b272c3-7f23-4167-9e5f-32ee1cb76295\", \"7fd02091-4009-4e5c-bbb3-3a1d5f368c08\", \"97c052d8-9eae-45ff-999d-361c27fa97fa\", \"36bbc777-b51b-4477-b94b-6c740660d7d8\"], \"total_duration\": 984.0, \"total_sessions\": 8, \"mean_week_duration\": 5.098}, \"42158\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-11-28 18:50:16.000000+00:00\", \"2021-06-24 03:48:30.000000+00:00\"], \"session_ids\": [\"c9fb5e26-f4b9-427b-8c13-31da0eafcc05\", \"9e112b57-066f-4769-8da7-2b5925b7be30\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or greater than 1819 and are equal or less than 3098"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[1819, 3098]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"17731\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-09-15 07:14:53.000000+00:00\", \"2021-09-29 05:33:48.000000+00:00\", \"2020-08-13 10:21:19.000000+00:00\", \"2022-08-19 18:59:07.000000+00:00\"], \"session_ids\": [\"fb33e0be-c769-4044-b824-db4711a18ff4\", \"0334aa95-57d1-49c1-80ab-bb7aae86f4d3\", \"68366f74-09f7-4edf-9295-15a187951797\", \"8b2716f9-fc66-4041-a3fc-0620db336a4d\"], \"total_duration\": 2082.0, \"total_sessions\": 4, \"mean_week_duration\": 19.101}, \"49080\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-10-08 08:40:29.000000+00:00\", \"2019-01-12 16:29:37.000000+00:00\", \"2020-10-21 06:49:05.000000+00:00\", \"2019-04-10 09:33:50.000000+00:00\", \"2023-04-24 00:34:54.000000+00:00\"], \"session_ids\": [\"a55c08ce-9e4f-4eb1-aacc-d177615f7906\", \"0dca1d8d-618b-4b62-a300-501109f153f9\", \"33cd855b-86a7-4f24-9c1f-9039600d2087\", \"0df82b35-0565-4c6b-820a-e9df902fde35\", \"dfd83cf9-a6bd-4557-bb0c-c3e49010ee0a\"], \"total_duration\": 1907.0, \"total_sessions\": 5, \"mean_week_duration\": 8.513}}\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[{\"17731\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-09-15 07:14:53.000000+00:00\", \"2021-09-29 05:33:48.000000+00:00\", \"2020-08-13 10:21:19.000000+00:00\", \"2022-08-19 18:59:07.000000+00:00\"], \"session_ids\": [\"fb33e0be-c769-4044-b824-db4711a18ff4\", \"0334aa95-57d1-49c1-80ab-bb7aae86f4d3\", \"68366f74-09f7-4edf-9295-15a187951797\", \"8b2716f9-fc66-4041-a3fc-0620db336a4d\"], \"total_duration\": 2082.0, \"total_sessions\": 4, \"mean_week_duration\": 19.101}}, {\"49080\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-10-08 08:40:29.000000+00:00\", \"2019-01-12 16:29:37.000000+00:00\", \"2020-10-21 06:49:05.000000+00:00\", \"2019-04-10 09:33:50.000000+00:00\", \"2023-04-24 00:34:54.000000+00:00\"], \"session_ids\": [\"a55c08ce-9e4f-4eb1-aacc-d177615f7906\", \"0dca1d8d-618b-4b62-a300-501109f153f9\", \"33cd855b-86a7-4f24-9c1f-9039600d2087\", \"0df82b35-0565-4c6b-820a-e9df902fde35\", \"dfd83cf9-a6bd-4557-bb0c-c3e49010ee0a\"], \"total_duration\": 1907.0, \"total_sessions\": 5, \"mean_week_duration\": 8.513}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"17731\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-09-15 07:14:53.000000+00:00\", \"2021-09-29 05:33:48.000000+00:00\", \"2020-08-13 10:21:19.000000+00:00\", \"2022-08-19 18:59:07.000000+00:00\"], \"session_ids\": [\"fb33e0be-c769-4044-b824-db4711a18ff4\", \"0334aa95-57d1-49c1-80ab-bb7aae86f4d3\", \"68366f74-09f7-4edf-9295-15a187951797\", \"8b2716f9-fc66-4041-a3fc-0620db336a4d\"], \"total_duration\": 2082.0, \"total_sessions\": 4, \"mean_week_duration\": 19.101}}, {\"49080\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-10-08 08:40:29.000000+00:00\", \"2019-01-12 16:29:37.000000+00:00\", \"2020-10-21 06:49:05.000000+00:00\", \"2019-04-10 09:33:50.000000+00:00\", \"2023-04-24 00:34:54.000000+00:00\"], \"session_ids\": [\"a55c08ce-9e4f-4eb1-aacc-d177615f7906\", \"0dca1d8d-618b-4b62-a300-501109f153f9\", \"33cd855b-86a7-4f24-9c1f-9039600d2087\", \"0df82b35-0565-4c6b-820a-e9df902fde35\", \"dfd83cf9-a6bd-4557-bb0c-c3e49010ee0a\"], \"total_duration\": 1907.0, \"total_sessions\": 5, \"mean_week_duration\": 8.513}}]\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[{\"17731\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-09-15 07:14:53.000000+00:00\", \"2021-09-29 05:33:48.000000+00:00\", \"2020-08-13 10:21:19.000000+00:00\", \"2022-08-19 18:59:07.000000+00:00\"], \"session_ids\": [\"fb33e0be-c769-4044-b824-db4711a18ff4\", \"0334aa95-57d1-49c1-80ab-bb7aae86f4d3\", \"68366f74-09f7-4edf-9295-15a187951797\", \"8b2716f9-fc66-4041-a3fc-0620db336a4d\"], \"total_duration\": 2082.0, \"total_sessions\": 4, \"mean_week_duration\": 19.101}}, {\"49080\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-10-08 08:40:29.000000+00:00\", \"2019-01-12 16:29:37.000000+00:00\", \"2020-10-21 06:49:05.000000+00:00\", \"2019-04-10 09:33:50.000000+00:00\", \"2023-04-24 00:34:54.000000+00:00\"], \"session_ids\": [\"a55c08ce-9e4f-4eb1-aacc-d177615f7906\", \"0dca1d8d-618b-4b62-a300-501109f153f9\", \"33cd855b-86a7-4f24-9c1f-9039600d2087\", \"0df82b35-0565-4c6b-820a-e9df902fde35\", \"dfd83cf9-a6bd-4557-bb0c-c3e49010ee0a\"], \"total_duration\": 1907.0, \"total_sessions\": 5, \"mean_week_duration\": 8.513}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about users I can't find living in cities Tokyo, Guatemala City, Belize City, Vienna, Mexico City, Lima plus carry out sorting by overall quantity of sessions in descending , remain only 3 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{\"21381\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-20 21:41:08.000000+00:00\", \"2019-02-28 10:13:36.000000+00:00\", \"2019-11-07 20:37:01.000000+00:00\", \"2019-03-11 21:34:06.000000+00:00\", \"2022-09-27 10:06:57.000000+00:00\", \"2019-02-16 01:12:36.000000+00:00\", \"2019-11-23 02:22:36.000000+00:00\", \"2022-02-12 19:18:11.000000+00:00\"], \"session_ids\": [\"98f04603-64c6-4597-a612-7df610688c76\", \"49d1a87e-6f65-4a3b-be93-f7136b318472\", \"e7d35c23-3aa7-45cc-8edd-32fd59adbb92\", \"3736d3dc-db98-4391-a79c-59b7b8b77e82\", \"400e8c2d-8ef0-4b63-af95-2dafa45c2e28\", \"37ed19ab-5001-45be-a274-22210ab570cf\", \"db35f08d-0f89-4ba3-bbc7-33598c03b6f0\", \"8fe9d41b-f091-4122-9ba4-8f300085d36b\"], \"total_duration\": 12686.0, \"total_sessions\": 8, \"mean_week_duration\": 67.122}, \"80082\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-01-15 01:21:46.000000+00:00\", \"2022-01-15 05:32:25.000000+00:00\", \"2021-11-27 15:03:49.000000+00:00\", \"2023-05-30 21:00:10.000000+00:00\", \"2020-02-26 11:17:45.000000+00:00\", \"2023-01-02 17:25:48.000000+00:00\"], \"session_ids\": [\"21d53b9c-a509-4926-863d-d8ad76bea39d\", \"9285d62f-f6c7-48f8-87d0-f00eff279908\", \"35174f29-b023-4ef1-85c5-e2ae743e22e1\", \"374c324e-a349-474f-8cb0-0c396e3ab671\", \"94937470-3c32-486d-9bbc-985a3c2f1a27\", \"1d96ac5c-fd70-4d8e-92e3-bdb28a0b0dec\"], \"total_duration\": 4977.0, \"total_sessions\": 6, \"mean_week_duration\": 21.829}, \"98117\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-03-16 18:04:05.000000+00:00\", \"2020-07-30 00:07:35.000000+00:00\"], \"session_ids\": [\"a48887db-de16-4a6c-afc7-8302b61e219c\", \"9835d60c-0e6b-4963-91e0-81ba9e98cf9b\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 1.208}, \"2148\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-11-21 15:09:28.000000+00:00\", \"2021-08-25 01:29:47.000000+00:00\", \"2022-12-20 18:02:09.000000+00:00\", \"2021-08-12 09:06:46.000000+00:00\"], \"session_ids\": [\"ac0d1462-be81-4d15-88cf-317f4f468d4e\", \"326598ba-9b1b-4709-8963-92a47850da03\", \"3b71ba0a-0443-4fff-9dde-55a30312b126\", \"4935247e-0143-42dc-99d5-6ec0c1bfceb9\"], \"total_duration\": 466.0, \"total_sessions\": 4, \"mean_week_duration\": 4.275}, \"36343\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-07-16 17:18:00.000000+00:00\", \"2019-10-09 02:01:10.000000+00:00\", \"2021-06-23 10:15:44.000000+00:00\"], \"session_ids\": [\"143248eb-280b-4150-83b8-d0f450e805fe\", \"becde87c-7034-4996-bda0-65f37c98e9d2\", \"b54adbc1-a21b-46c0-9de7-9f3d9b355e5c\"], \"total_duration\": 788.0, \"total_sessions\": 3, \"mean_week_duration\": 7.802}, \"91352\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-09-11 20:52:19.000000+00:00\", \"2020-05-15 17:25:56.000000+00:00\", \"2021-06-02 19:16:48.000000+00:00\", \"2019-03-11 19:42:54.000000+00:00\", \"2019-02-06 23:30:12.000000+00:00\", \"2022-10-03 11:26:14.000000+00:00\", \"2021-05-13 15:49:22.000000+00:00\"], \"session_ids\": [\"9ad9bc9b-551b-456b-a31a-df1e3eed4a83\", \"a3dfe340-3f67-4c7f-8e8d-0bea4e235c96\", \"75956431-01cb-4caa-9eb8-ab5ae923171d\", \"38b25000-4973-4265-809d-e56e0be10d56\", \"189ab929-f958-497f-ab43-1f8d8cea6edd\", \"555a9342-156f-4b77-a06f-15c7c2b0e755\", \"d58e8604-c18b-49ed-80bb-97a353a6372a\"], \"total_duration\": 8114.0, \"total_sessions\": 7, \"mean_week_duration\": 42.482}, \"46157\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-07-10 14:51:31.000000+00:00\", \"2019-02-11 10:17:56.000000+00:00\", \"2020-08-31 16:02:18.000000+00:00\"], \"session_ids\": [\"77910b3c-c92e-4e72-9111-89296ccc8caa\", \"c25e6a03-1125-4aad-aaf1-ad694561db3a\", \"21af6023-c7f5-4b2b-b06e-4d7bef28bb8b\"], \"total_duration\": 867.0, \"total_sessions\": 3, \"mean_week_duration\": 6.881}, \"31038\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-03-10 02:33:15.000000+00:00\", \"2019-01-30 12:11:23.000000+00:00\"], \"session_ids\": [\"8d9e2314-ed2e-451c-9c84-082c5f630d0d\", \"5807fcf8-b3c3-45ca-a470-8e2a7057d0f0\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 10.0}, \"69360\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-04-03 17:46:18.000000+00:00\", \"2019-03-07 03:38:44.000000+00:00\"], \"session_ids\": [\"28727bed-3aa5-46ca-8fb2-01ab859792bc\", \"59513869-ffa2-41a3-90f9-caccd89a5af0\"], \"total_duration\": 188.0, \"total_sessions\": 2, \"mean_week_duration\": 1.725}, \"12405\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-05-24 12:41:02.000000+00:00\", \"2023-03-20 03:54:03.000000+00:00\", \"2020-08-18 23:34:05.000000+00:00\", \"2023-03-21 01:10:27.000000+00:00\"], \"session_ids\": [\"d5e85d2c-ab0e-4646-b08a-f9892a16e431\", \"d3c5a0cf-ee9a-49e5-8d79-513755354505\", \"0ba57257-ecea-4e46-ae3d-d5e8f1316bf5\", \"a2ecb07b-ca24-4c52-85e9-ed4b1939bac8\"], \"total_duration\": 241.0, \"total_sessions\": 4, \"mean_week_duration\": 1.205}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Tokyo, Guatemala City, Belize City, Vienna, Mexico City, Lima"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Tokyo\", \"Guatemala City\", \"Belize City\", \"Vienna\", \"Mexico City\", \"Lima\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"80082\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-01-15 01:21:46.000000+00:00\", \"2022-01-15 05:32:25.000000+00:00\", \"2021-11-27 15:03:49.000000+00:00\", \"2023-05-30 21:00:10.000000+00:00\", \"2020-02-26 11:17:45.000000+00:00\", \"2023-01-02 17:25:48.000000+00:00\"], \"session_ids\": [\"21d53b9c-a509-4926-863d-d8ad76bea39d\", \"9285d62f-f6c7-48f8-87d0-f00eff279908\", \"35174f29-b023-4ef1-85c5-e2ae743e22e1\", \"374c324e-a349-474f-8cb0-0c396e3ab671\", \"94937470-3c32-486d-9bbc-985a3c2f1a27\", \"1d96ac5c-fd70-4d8e-92e3-bdb28a0b0dec\"], \"total_duration\": 4977.0, \"total_sessions\": 6, \"mean_week_duration\": 21.829}, \"98117\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-03-16 18:04:05.000000+00:00\", \"2020-07-30 00:07:35.000000+00:00\"], \"session_ids\": [\"a48887db-de16-4a6c-afc7-8302b61e219c\", \"9835d60c-0e6b-4963-91e0-81ba9e98cf9b\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 1.208}, \"2148\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-11-21 15:09:28.000000+00:00\", \"2021-08-25 01:29:47.000000+00:00\", \"2022-12-20 18:02:09.000000+00:00\", \"2021-08-12 09:06:46.000000+00:00\"], \"session_ids\": [\"ac0d1462-be81-4d15-88cf-317f4f468d4e\", \"326598ba-9b1b-4709-8963-92a47850da03\", \"3b71ba0a-0443-4fff-9dde-55a30312b126\", \"4935247e-0143-42dc-99d5-6ec0c1bfceb9\"], \"total_duration\": 466.0, \"total_sessions\": 4, \"mean_week_duration\": 4.275}, \"36343\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-07-16 17:18:00.000000+00:00\", \"2019-10-09 02:01:10.000000+00:00\", \"2021-06-23 10:15:44.000000+00:00\"], \"session_ids\": [\"143248eb-280b-4150-83b8-d0f450e805fe\", \"becde87c-7034-4996-bda0-65f37c98e9d2\", \"b54adbc1-a21b-46c0-9de7-9f3d9b355e5c\"], \"total_duration\": 788.0, \"total_sessions\": 3, \"mean_week_duration\": 7.802}, \"46157\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-07-10 14:51:31.000000+00:00\", \"2019-02-11 10:17:56.000000+00:00\", \"2020-08-31 16:02:18.000000+00:00\"], \"session_ids\": [\"77910b3c-c92e-4e72-9111-89296ccc8caa\", \"c25e6a03-1125-4aad-aaf1-ad694561db3a\", \"21af6023-c7f5-4b2b-b06e-4d7bef28bb8b\"], \"total_duration\": 867.0, \"total_sessions\": 3, \"mean_week_duration\": 6.881}, \"31038\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-03-10 02:33:15.000000+00:00\", \"2019-01-30 12:11:23.000000+00:00\"], \"session_ids\": [\"8d9e2314-ed2e-451c-9c84-082c5f630d0d\", \"5807fcf8-b3c3-45ca-a470-8e2a7057d0f0\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 10.0}, \"69360\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-04-03 17:46:18.000000+00:00\", \"2019-03-07 03:38:44.000000+00:00\"], \"session_ids\": [\"28727bed-3aa5-46ca-8fb2-01ab859792bc\", \"59513869-ffa2-41a3-90f9-caccd89a5af0\"], \"total_duration\": 188.0, \"total_sessions\": 2, \"mean_week_duration\": 1.725}}\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[{\"80082\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-01-15 01:21:46.000000+00:00\", \"2022-01-15 05:32:25.000000+00:00\", \"2021-11-27 15:03:49.000000+00:00\", \"2023-05-30 21:00:10.000000+00:00\", \"2020-02-26 11:17:45.000000+00:00\", \"2023-01-02 17:25:48.000000+00:00\"], \"session_ids\": [\"21d53b9c-a509-4926-863d-d8ad76bea39d\", \"9285d62f-f6c7-48f8-87d0-f00eff279908\", \"35174f29-b023-4ef1-85c5-e2ae743e22e1\", \"374c324e-a349-474f-8cb0-0c396e3ab671\", \"94937470-3c32-486d-9bbc-985a3c2f1a27\", \"1d96ac5c-fd70-4d8e-92e3-bdb28a0b0dec\"], \"total_duration\": 4977.0, \"total_sessions\": 6, \"mean_week_duration\": 21.829}}, {\"2148\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-11-21 15:09:28.000000+00:00\", \"2021-08-25 01:29:47.000000+00:00\", \"2022-12-20 18:02:09.000000+00:00\", \"2021-08-12 09:06:46.000000+00:00\"], \"session_ids\": [\"ac0d1462-be81-4d15-88cf-317f4f468d4e\", \"326598ba-9b1b-4709-8963-92a47850da03\", \"3b71ba0a-0443-4fff-9dde-55a30312b126\", \"4935247e-0143-42dc-99d5-6ec0c1bfceb9\"], \"total_duration\": 466.0, \"total_sessions\": 4, \"mean_week_duration\": 4.275}}, {\"36343\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-07-16 17:18:00.000000+00:00\", \"2019-10-09 02:01:10.000000+00:00\", \"2021-06-23 10:15:44.000000+00:00\"], \"session_ids\": [\"143248eb-280b-4150-83b8-d0f450e805fe\", \"becde87c-7034-4996-bda0-65f37c98e9d2\", \"b54adbc1-a21b-46c0-9de7-9f3d9b355e5c\"], \"total_duration\": 788.0, \"total_sessions\": 3, \"mean_week_duration\": 7.802}}, {\"46157\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-07-10 14:51:31.000000+00:00\", \"2019-02-11 10:17:56.000000+00:00\", \"2020-08-31 16:02:18.000000+00:00\"], \"session_ids\": [\"77910b3c-c92e-4e72-9111-89296ccc8caa\", \"c25e6a03-1125-4aad-aaf1-ad694561db3a\", \"21af6023-c7f5-4b2b-b06e-4d7bef28bb8b\"], \"total_duration\": 867.0, \"total_sessions\": 3, \"mean_week_duration\": 6.881}}, {\"98117\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-03-16 18:04:05.000000+00:00\", \"2020-07-30 00:07:35.000000+00:00\"], \"session_ids\": [\"a48887db-de16-4a6c-afc7-8302b61e219c\", \"9835d60c-0e6b-4963-91e0-81ba9e98cf9b\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 1.208}}, {\"31038\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-03-10 02:33:15.000000+00:00\", \"2019-01-30 12:11:23.000000+00:00\"], \"session_ids\": [\"8d9e2314-ed2e-451c-9c84-082c5f630d0d\", \"5807fcf8-b3c3-45ca-a470-8e2a7057d0f0\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 10.0}}, {\"69360\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-04-03 17:46:18.000000+00:00\", \"2019-03-07 03:38:44.000000+00:00\"], \"session_ids\": [\"28727bed-3aa5-46ca-8fb2-01ab859792bc\", \"59513869-ffa2-41a3-90f9-caccd89a5af0\"], \"total_duration\": 188.0, \"total_sessions\": 2, \"mean_week_duration\": 1.725}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"80082\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-01-15 01:21:46.000000+00:00\", \"2022-01-15 05:32:25.000000+00:00\", \"2021-11-27 15:03:49.000000+00:00\", \"2023-05-30 21:00:10.000000+00:00\", \"2020-02-26 11:17:45.000000+00:00\", \"2023-01-02 17:25:48.000000+00:00\"], \"session_ids\": [\"21d53b9c-a509-4926-863d-d8ad76bea39d\", \"9285d62f-f6c7-48f8-87d0-f00eff279908\", \"35174f29-b023-4ef1-85c5-e2ae743e22e1\", \"374c324e-a349-474f-8cb0-0c396e3ab671\", \"94937470-3c32-486d-9bbc-985a3c2f1a27\", \"1d96ac5c-fd70-4d8e-92e3-bdb28a0b0dec\"], \"total_duration\": 4977.0, \"total_sessions\": 6, \"mean_week_duration\": 21.829}}, {\"2148\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-11-21 15:09:28.000000+00:00\", \"2021-08-25 01:29:47.000000+00:00\", \"2022-12-20 18:02:09.000000+00:00\", \"2021-08-12 09:06:46.000000+00:00\"], \"session_ids\": [\"ac0d1462-be81-4d15-88cf-317f4f468d4e\", \"326598ba-9b1b-4709-8963-92a47850da03\", \"3b71ba0a-0443-4fff-9dde-55a30312b126\", \"4935247e-0143-42dc-99d5-6ec0c1bfceb9\"], \"total_duration\": 466.0, \"total_sessions\": 4, \"mean_week_duration\": 4.275}}, {\"36343\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-07-16 17:18:00.000000+00:00\", \"2019-10-09 02:01:10.000000+00:00\", \"2021-06-23 10:15:44.000000+00:00\"], \"session_ids\": [\"143248eb-280b-4150-83b8-d0f450e805fe\", \"becde87c-7034-4996-bda0-65f37c98e9d2\", \"b54adbc1-a21b-46c0-9de7-9f3d9b355e5c\"], \"total_duration\": 788.0, \"total_sessions\": 3, \"mean_week_duration\": 7.802}}]\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[{\"80082\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-01-15 01:21:46.000000+00:00\", \"2022-01-15 05:32:25.000000+00:00\", \"2021-11-27 15:03:49.000000+00:00\", \"2023-05-30 21:00:10.000000+00:00\", \"2020-02-26 11:17:45.000000+00:00\", \"2023-01-02 17:25:48.000000+00:00\"], \"session_ids\": [\"21d53b9c-a509-4926-863d-d8ad76bea39d\", \"9285d62f-f6c7-48f8-87d0-f00eff279908\", \"35174f29-b023-4ef1-85c5-e2ae743e22e1\", \"374c324e-a349-474f-8cb0-0c396e3ab671\", \"94937470-3c32-486d-9bbc-985a3c2f1a27\", \"1d96ac5c-fd70-4d8e-92e3-bdb28a0b0dec\"], \"total_duration\": 4977.0, \"total_sessions\": 6, \"mean_week_duration\": 21.829}}, {\"2148\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-11-21 15:09:28.000000+00:00\", \"2021-08-25 01:29:47.000000+00:00\", \"2022-12-20 18:02:09.000000+00:00\", \"2021-08-12 09:06:46.000000+00:00\"], \"session_ids\": [\"ac0d1462-be81-4d15-88cf-317f4f468d4e\", \"326598ba-9b1b-4709-8963-92a47850da03\", \"3b71ba0a-0443-4fff-9dde-55a30312b126\", \"4935247e-0143-42dc-99d5-6ec0c1bfceb9\"], \"total_duration\": 466.0, \"total_sessions\": 4, \"mean_week_duration\": 4.275}}, {\"36343\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-07-16 17:18:00.000000+00:00\", \"2019-10-09 02:01:10.000000+00:00\", \"2021-06-23 10:15:44.000000+00:00\"], \"session_ids\": [\"143248eb-280b-4150-83b8-d0f450e805fe\", \"becde87c-7034-4996-bda0-65f37c98e9d2\", \"b54adbc1-a21b-46c0-9de7-9f3d9b355e5c\"], \"total_duration\": 788.0, \"total_sessions\": 3, \"mean_week_duration\": 7.802}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about user whose total_sessions is <= than 2 and implement sorting by city naming in desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"2952\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-10-18 23:10:37.000000+00:00\", \"2021-05-09 18:06:35.000000+00:00\", \"2022-10-01 22:27:36.000000+00:00\"], \"session_ids\": [\"48439a66-3b53-419c-8b19-f303dedd4254\", \"b16a9654-4991-4a6d-bb08-165dc803ead5\", \"3d9398f6-f9cf-4762-8a24-4157a5d8ee9c\"], \"total_duration\": 183.0, \"total_sessions\": 3, \"mean_week_duration\": 1.188}, \"88999\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 7, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2022-02-04 08:28:47.000000+00:00\", \"2020-01-06 16:15:16.000000+00:00\", \"2022-06-16 14:24:12.000000+00:00\", \"2022-08-16 00:30:47.000000+00:00\", \"2019-04-22 03:14:56.000000+00:00\", \"2020-07-23 15:55:17.000000+00:00\", \"2020-08-06 23:39:52.000000+00:00\", \"2023-05-20 06:14:36.000000+00:00\", \"2019-02-24 08:30:19.000000+00:00\", \"2023-06-26 09:25:20.000000+00:00\"], \"session_ids\": [\"78e166d6-eac6-4010-a630-63ed9e9dacb6\", \"3f2bcbf6-5bc9-44f6-859f-aa09fb9fbf4a\", \"82b0e261-bba0-4934-8bc8-4360c507bed6\", \"9381837b-1e73-4a8f-a700-f3b11db1b2d5\", \"7b86e8d3-1dd6-434d-bcb9-ab8c6cdf1a0a\", \"23b8c2b6-4e5f-4d94-ab27-8830cfdd8f3e\", \"a86e88ae-a275-4625-8fde-71435da02310\", \"73bdb981-5230-431b-a261-d327aced182f\", \"20d15a82-8f91-47ff-b890-4e239f9b8252\", \"e59dc0ae-24f9-4acf-a8b6-208774590da3\"], \"total_duration\": 19628.0, \"total_sessions\": 10, \"mean_week_duration\": 86.467}, \"87878\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-08-08 01:17:18.000000+00:00\", \"2019-11-12 13:07:35.000000+00:00\", \"2023-03-19 23:20:23.000000+00:00\", \"2021-10-14 16:16:04.000000+00:00\", \"2020-04-25 09:17:52.000000+00:00\"], \"session_ids\": [\"b140d299-7c40-4ea8-8c3f-8df8dceb60dd\", \"385acd75-ab2b-4106-a39b-91098fae2502\", \"60ae0000-2051-42fe-b6c8-22beaeac2faa\", \"6def6a6e-ec58-44e2-a25c-f0f005fc477a\", \"0b067315-6eb3-495a-9895-f192ab959164\"], \"total_duration\": 535.0, \"total_sessions\": 5, \"mean_week_duration\": 2.831}, \"65924\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-07-12 15:48:11.000000+00:00\", \"2020-01-21 05:03:29.000000+00:00\", \"2021-04-07 16:27:44.000000+00:00\"], \"session_ids\": [\"e4801be2-50a8-44ed-9d18-195ec6f6bb7b\", \"d5e4d927-42c7-41b2-9991-f8e4ad544f8b\", \"37a99d94-a7ec-4c30-9263-c1d705b99846\"], \"total_duration\": 189.0, \"total_sessions\": 3, \"mean_week_duration\": 2.953}, \"19973\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-05-27 17:29:20.000000+00:00\", \"2023-01-07 04:01:53.000000+00:00\", \"2021-04-30 23:29:31.000000+00:00\"], \"session_ids\": [\"c3c693f8-b3f3-41ca-a411-30fa577ea129\", \"da6a3bd1-b846-4d36-a6e5-c13b7bb5458e\", \"59af7ac0-d9d6-4a9d-a155-6a2fedd620e5\"], \"total_duration\": 1013.0, \"total_sessions\": 3, \"mean_week_duration\": 5.36}, \"98888\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-01-01 01:16:07.000000+00:00\", \"2022-09-24 04:37:59.000000+00:00\", \"2023-03-27 09:32:34.000000+00:00\"], \"session_ids\": [\"3103823e-65e1-4824-a349-18b9729491c0\", \"4323d4b2-8362-44b6-ba85-e38b704200a5\", \"7ea5c059-041e-4315-965a-b51bb59e64f7\"], \"total_duration\": 102.0, \"total_sessions\": 3, \"mean_week_duration\": 0.462}, \"94318\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-01-22 16:06:26.000000+00:00\", \"2020-07-29 07:42:53.000000+00:00\"], \"session_ids\": [\"c10a46c5-b2db-492c-90a1-1eba0628bc59\", \"e153c454-14ea-48d7-b36a-3daf61b0e2a0\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 5.407}, \"1124\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2023-04-26 12:08:23.000000+00:00\", \"2019-08-23 08:32:11.000000+00:00\", \"2019-10-30 17:51:46.000000+00:00\"], \"session_ids\": [\"938d42e2-9109-4ba9-b6e6-1ab8308b3933\", \"efbd6cf2-8602-4330-a849-518a786bb723\", \"612c28a2-5eae-49a5-afad-c81c13316fba\"], \"total_duration\": 76.0, \"total_sessions\": 3, \"mean_week_duration\": 0.396}, \"57735\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-12-24 02:59:28.000000+00:00\", \"2021-06-20 16:43:18.000000+00:00\", \"2020-07-19 19:02:01.000000+00:00\", \"2019-11-03 21:08:30.000000+00:00\", \"2021-09-04 09:04:14.000000+00:00\"], \"session_ids\": [\"0c8b82b5-968c-42c9-abd7-4ce6c8929a24\", \"47efb595-d7b3-4d80-bd4f-18243671773d\", \"2490bcea-0807-45f5-9a7d-52c75ec5de5c\", \"423942d0-c29d-4902-b7a9-1bd8529f9ca4\", \"5dc9009b-2976-4150-89af-0177b32e1402\"], \"total_duration\": 2682.0, \"total_sessions\": 5, \"mean_week_duration\": 27.938}, \"95696\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-04-08 09:32:11.000000+00:00\", \"2019-01-28 18:07:07.000000+00:00\"], \"session_ids\": [\"847e3f65-b0e5-44ae-bacd-c7dd0f7169ce\", \"8078cbe0-82ec-410c-bcf1-c7b2b3b08a7f\"], \"total_duration\": 484.0, \"total_sessions\": 2, \"mean_week_duration\": 2.898}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or less than 2"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\"]]}, \"all_values\": {\"total_sessions\": [[2, 5]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"94318\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-01-22 16:06:26.000000+00:00\", \"2020-07-29 07:42:53.000000+00:00\"], \"session_ids\": [\"c10a46c5-b2db-492c-90a1-1eba0628bc59\", \"e153c454-14ea-48d7-b36a-3daf61b0e2a0\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 5.407}, \"95696\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-04-08 09:32:11.000000+00:00\", \"2019-01-28 18:07:07.000000+00:00\"], \"session_ids\": [\"847e3f65-b0e5-44ae-bacd-c7dd0f7169ce\", \"8078cbe0-82ec-410c-bcf1-c7b2b3b08a7f\"], \"total_duration\": 484.0, \"total_sessions\": 2, \"mean_week_duration\": 2.898}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"95696\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-04-08 09:32:11.000000+00:00\", \"2019-01-28 18:07:07.000000+00:00\"], \"session_ids\": [\"847e3f65-b0e5-44ae-bacd-c7dd0f7169ce\", \"8078cbe0-82ec-410c-bcf1-c7b2b3b08a7f\"], \"total_duration\": 484.0, \"total_sessions\": 2, \"mean_week_duration\": 2.898}}, {\"94318\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-01-22 16:06:26.000000+00:00\", \"2020-07-29 07:42:53.000000+00:00\"], \"session_ids\": [\"c10a46c5-b2db-492c-90a1-1eba0628bc59\", \"e153c454-14ea-48d7-b36a-3daf61b0e2a0\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 5.407}}]\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[{\"95696\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-04-08 09:32:11.000000+00:00\", \"2019-01-28 18:07:07.000000+00:00\"], \"session_ids\": [\"847e3f65-b0e5-44ae-bacd-c7dd0f7169ce\", \"8078cbe0-82ec-410c-bcf1-c7b2b3b08a7f\"], \"total_duration\": 484.0, \"total_sessions\": 2, \"mean_week_duration\": 2.898}}]\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[{\"95696\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-04-08 09:32:11.000000+00:00\", \"2019-01-28 18:07:07.000000+00:00\"], \"session_ids\": [\"847e3f65-b0e5-44ae-bacd-c7dd0f7169ce\", \"8078cbe0-82ec-410c-bcf1-c7b2b3b08a7f\"], \"total_duration\": 484.0, \"total_sessions\": 2, \"mean_week_duration\": 2.898}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding users whose app usage time per week is smaller than 11 ( not including) plus sort by duration total 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{\"25879\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 5}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-20 21:30:27.000000+00:00\", \"2020-01-22 00:17:44.000000+00:00\"], \"session_ids\": [\"02b0c298-6111-4503-b034-484a4b7fa1b7\", \"2685a257-33ac-44f8-84b0-86095cf6b1f2\"], \"total_duration\": 424.0, \"total_sessions\": 2, \"mean_week_duration\": 3.752}, \"63806\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-07-15 16:48:29.000000+00:00\", \"2021-02-18 10:52:08.000000+00:00\", \"2019-02-13 17:37:26.000000+00:00\", \"2019-07-31 21:24:59.000000+00:00\", \"2021-07-18 04:06:55.000000+00:00\", \"2022-01-27 12:11:26.000000+00:00\", \"2022-05-20 10:14:01.000000+00:00\"], \"session_ids\": [\"0e440669-6131-47ed-b41b-28197aafdfe8\", \"604809db-65a8-4ff9-a173-2c36053eb67f\", \"12c99f7c-166c-4ca9-8b5f-ecd4be2e8f58\", \"1dad88e3-1515-4672-9ee6-33d39327bb65\", \"131d8025-4340-4379-98b3-a4aba41fbf22\", \"b98a50a3-2420-4dc7-a6ca-8b9c3b57cef0\", \"b88e5ff5-0d21-473b-aff7-6f91522a6c62\"], \"total_duration\": 3120.0, \"total_sessions\": 7, \"mean_week_duration\": 18.246}, \"83182\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-05-02 05:49:41.000000+00:00\", \"2022-07-20 02:49:44.000000+00:00\"], \"session_ids\": [\"a21473e7-269f-4b71-affb-f4a30ee17903\", \"c4dfe2b2-4300-4f38-a9ad-5210a09c6758\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 2.317}, \"51135\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-02-09 00:17:50.000000+00:00\", \"2021-05-29 14:27:17.000000+00:00\"], \"session_ids\": [\"79400b3f-951f-4270-8caa-254e5fdb27e1\", \"eb8c74b7-00f5-4395-87d1-d0c80babfa0f\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 1.897}, \"6827\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-02-04 14:04:07.000000+00:00\", \"2020-06-30 11:22:07.000000+00:00\"], \"session_ids\": [\"5340bb7d-0352-454a-a8fd-0f4767e69935\", \"1518e3ff-e45a-4e99-af38-6e6ae0b6595f\"], \"total_duration\": 159.0, \"total_sessions\": 2, \"mean_week_duration\": 4.969}, \"85850\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-01-12 04:28:13.000000+00:00\", \"2021-06-10 09:46:06.000000+00:00\"], \"session_ids\": [\"748be477-385b-4148-aeb0-ca0f290e9b6f\", \"de94e023-45db-43a6-9122-b979018c9325\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.193}, \"11053\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-08-01 08:20:08.000000+00:00\", \"2021-11-01 06:47:48.000000+00:00\"], \"session_ids\": [\"fcd50db0-e56f-4d8d-bad4-146be613d465\", \"5eb372c1-b771-4b3c-ae9a-64b7fe161181\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.458}, \"10629\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-12-29 17:03:53.000000+00:00\", \"2020-08-03 12:44:49.000000+00:00\"], \"session_ids\": [\"81d820ee-75db-4ee9-84c6-2729068c47b8\", \"95c70c87-1dd2-4cf9-bd7e-8cffa6879ae9\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.365}, \"98479\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-06-24 23:37:49.000000+00:00\", \"2019-09-18 20:38:18.000000+00:00\"], \"session_ids\": [\"11c89540-4e94-405d-b49e-4073e6778569\", \"462ae7ba-465d-41b1-9031-959a1a0420ec\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 0.545}, \"82335\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-01-24 04:32:46.000000+00:00\", \"2021-04-20 19:31:16.000000+00:00\", \"2021-02-03 16:24:34.000000+00:00\", \"2022-02-28 16:02:47.000000+00:00\"], \"session_ids\": [\"e21b5e68-94de-47ee-874c-98ab120fc1f7\", \"8338ccaf-c982-4832-bf75-a43d1f5aad8f\", \"7a472870-e08f-450b-bc6e-316c58b756e3\", \"5a11e90e-ad4e-4d43-b892-bc84743d7ccc\"], \"total_duration\": 2018.0, \"total_sessions\": 4, \"mean_week_duration\": 36.036}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are less than 11"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\"]]}, \"all_values\": {\"mean_week_duration\": [[11, 25]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"25879\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 5}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-20 21:30:27.000000+00:00\", \"2020-01-22 00:17:44.000000+00:00\"], \"session_ids\": [\"02b0c298-6111-4503-b034-484a4b7fa1b7\", \"2685a257-33ac-44f8-84b0-86095cf6b1f2\"], \"total_duration\": 424.0, \"total_sessions\": 2, \"mean_week_duration\": 3.752}, \"83182\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-05-02 05:49:41.000000+00:00\", \"2022-07-20 02:49:44.000000+00:00\"], \"session_ids\": [\"a21473e7-269f-4b71-affb-f4a30ee17903\", \"c4dfe2b2-4300-4f38-a9ad-5210a09c6758\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 2.317}, \"51135\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-02-09 00:17:50.000000+00:00\", \"2021-05-29 14:27:17.000000+00:00\"], \"session_ids\": [\"79400b3f-951f-4270-8caa-254e5fdb27e1\", \"eb8c74b7-00f5-4395-87d1-d0c80babfa0f\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 1.897}, \"6827\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-02-04 14:04:07.000000+00:00\", \"2020-06-30 11:22:07.000000+00:00\"], \"session_ids\": [\"5340bb7d-0352-454a-a8fd-0f4767e69935\", \"1518e3ff-e45a-4e99-af38-6e6ae0b6595f\"], \"total_duration\": 159.0, \"total_sessions\": 2, \"mean_week_duration\": 4.969}, \"85850\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-01-12 04:28:13.000000+00:00\", \"2021-06-10 09:46:06.000000+00:00\"], \"session_ids\": [\"748be477-385b-4148-aeb0-ca0f290e9b6f\", \"de94e023-45db-43a6-9122-b979018c9325\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.193}, \"11053\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-08-01 08:20:08.000000+00:00\", \"2021-11-01 06:47:48.000000+00:00\"], \"session_ids\": [\"fcd50db0-e56f-4d8d-bad4-146be613d465\", \"5eb372c1-b771-4b3c-ae9a-64b7fe161181\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.458}, \"10629\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-12-29 17:03:53.000000+00:00\", \"2020-08-03 12:44:49.000000+00:00\"], \"session_ids\": [\"81d820ee-75db-4ee9-84c6-2729068c47b8\", \"95c70c87-1dd2-4cf9-bd7e-8cffa6879ae9\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.365}, \"98479\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-06-24 23:37:49.000000+00:00\", \"2019-09-18 20:38:18.000000+00:00\"], \"session_ids\": [\"11c89540-4e94-405d-b49e-4073e6778569\", \"462ae7ba-465d-41b1-9031-959a1a0420ec\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 0.545}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"25879\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 5}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-20 21:30:27.000000+00:00\", \"2020-01-22 00:17:44.000000+00:00\"], \"session_ids\": [\"02b0c298-6111-4503-b034-484a4b7fa1b7\", \"2685a257-33ac-44f8-84b0-86095cf6b1f2\"], \"total_duration\": 424.0, \"total_sessions\": 2, \"mean_week_duration\": 3.752}}, {\"6827\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-02-04 14:04:07.000000+00:00\", \"2020-06-30 11:22:07.000000+00:00\"], \"session_ids\": [\"5340bb7d-0352-454a-a8fd-0f4767e69935\", \"1518e3ff-e45a-4e99-af38-6e6ae0b6595f\"], \"total_duration\": 159.0, \"total_sessions\": 2, \"mean_week_duration\": 4.969}}, {\"51135\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-02-09 00:17:50.000000+00:00\", \"2021-05-29 14:27:17.000000+00:00\"], \"session_ids\": [\"79400b3f-951f-4270-8caa-254e5fdb27e1\", \"eb8c74b7-00f5-4395-87d1-d0c80babfa0f\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 1.897}}, {\"83182\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-05-02 05:49:41.000000+00:00\", \"2022-07-20 02:49:44.000000+00:00\"], \"session_ids\": [\"a21473e7-269f-4b71-affb-f4a30ee17903\", \"c4dfe2b2-4300-4f38-a9ad-5210a09c6758\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 2.317}}, {\"98479\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-06-24 23:37:49.000000+00:00\", \"2019-09-18 20:38:18.000000+00:00\"], \"session_ids\": [\"11c89540-4e94-405d-b49e-4073e6778569\", \"462ae7ba-465d-41b1-9031-959a1a0420ec\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 0.545}}, {\"11053\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-08-01 08:20:08.000000+00:00\", \"2021-11-01 06:47:48.000000+00:00\"], \"session_ids\": [\"fcd50db0-e56f-4d8d-bad4-146be613d465\", \"5eb372c1-b771-4b3c-ae9a-64b7fe161181\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.458}}, {\"10629\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-12-29 17:03:53.000000+00:00\", \"2020-08-03 12:44:49.000000+00:00\"], \"session_ids\": [\"81d820ee-75db-4ee9-84c6-2729068c47b8\", \"95c70c87-1dd2-4cf9-bd7e-8cffa6879ae9\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.365}}, {\"85850\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-01-12 04:28:13.000000+00:00\", \"2021-06-10 09:46:06.000000+00:00\"], \"session_ids\": [\"748be477-385b-4148-aeb0-ca0f290e9b6f\", \"de94e023-45db-43a6-9122-b979018c9325\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.193}}]\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[{\"25879\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 5}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-20 21:30:27.000000+00:00\", \"2020-01-22 00:17:44.000000+00:00\"], \"session_ids\": [\"02b0c298-6111-4503-b034-484a4b7fa1b7\", \"2685a257-33ac-44f8-84b0-86095cf6b1f2\"], \"total_duration\": 424.0, \"total_sessions\": 2, \"mean_week_duration\": 3.752}}, {\"6827\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-02-04 14:04:07.000000+00:00\", \"2020-06-30 11:22:07.000000+00:00\"], \"session_ids\": [\"5340bb7d-0352-454a-a8fd-0f4767e69935\", \"1518e3ff-e45a-4e99-af38-6e6ae0b6595f\"], \"total_duration\": 159.0, \"total_sessions\": 2, \"mean_week_duration\": 4.969}}, {\"51135\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-02-09 00:17:50.000000+00:00\", \"2021-05-29 14:27:17.000000+00:00\"], \"session_ids\": [\"79400b3f-951f-4270-8caa-254e5fdb27e1\", \"eb8c74b7-00f5-4395-87d1-d0c80babfa0f\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 1.897}}, {\"83182\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-05-02 05:49:41.000000+00:00\", \"2022-07-20 02:49:44.000000+00:00\"], \"session_ids\": [\"a21473e7-269f-4b71-affb-f4a30ee17903\", \"c4dfe2b2-4300-4f38-a9ad-5210a09c6758\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 2.317}}, {\"98479\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-06-24 23:37:49.000000+00:00\", \"2019-09-18 20:38:18.000000+00:00\"], \"session_ids\": [\"11c89540-4e94-405d-b49e-4073e6778569\", \"462ae7ba-465d-41b1-9031-959a1a0420ec\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 0.545}}, {\"11053\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-08-01 08:20:08.000000+00:00\", \"2021-11-01 06:47:48.000000+00:00\"], \"session_ids\": [\"fcd50db0-e56f-4d8d-bad4-146be613d465\", \"5eb372c1-b771-4b3c-ae9a-64b7fe161181\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.458}}, {\"10629\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-12-29 17:03:53.000000+00:00\", \"2020-08-03 12:44:49.000000+00:00\"], \"session_ids\": [\"81d820ee-75db-4ee9-84c6-2729068c47b8\", \"95c70c87-1dd2-4cf9-bd7e-8cffa6879ae9\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.365}}, {\"85850\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-01-12 04:28:13.000000+00:00\", \"2021-06-10 09:46:06.000000+00:00\"], \"session_ids\": [\"748be477-385b-4148-aeb0-ca0f290e9b6f\", \"de94e023-45db-43a6-9122-b979018c9325\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.193}}]\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 8 users who aren't inhabitants of cities London, Seoul, Berlin also apply sorting by name of the city form the lowest to the highest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"84477\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-08-13 19:04:45.000000+00:00\", \"2022-09-06 00:12:41.000000+00:00\"], \"session_ids\": [\"a9071c7a-67b0-4adf-80dd-ac6770c8d756\", \"40b09c20-5a71-4a84-8377-0fef84c20541\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 2.737}, \"90766\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-07 11:14:45.000000+00:00\", \"2020-03-22 04:26:09.000000+00:00\"], \"session_ids\": [\"fb625b13-8367-4018-bec9-167498f27519\", \"df6dba83-ac67-4397-be31-3a3c4169b2b4\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 11.438}, \"40523\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-06-27 02:32:37.000000+00:00\", \"2023-05-22 00:50:49.000000+00:00\", \"2021-11-04 07:23:55.000000+00:00\"], \"session_ids\": [\"673d5bb8-d07b-41b6-97a6-a0a6c6f63c22\", \"8eb19d3b-293c-45bd-a69c-70d1866a7523\", \"d58928bf-96ef-4d3c-adb6-c299fe292fb7\"], \"total_duration\": 27.0, \"total_sessions\": 3, \"mean_week_duration\": 0.333}, \"54773\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-13 21:58:22.000000+00:00\", \"2019-01-02 13:35:29.000000+00:00\"], \"session_ids\": [\"2356ba73-b6ce-4547-bbaf-e3e317225bc9\", \"877621d5-acce-4f58-9199-9d3957b1dcd0\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.49}, \"91171\": {\"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\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-11-22 11:48:24.000000+00:00\", \"2022-11-15 13:26:40.000000+00:00\", \"2019-03-20 20:38:35.000000+00:00\"], \"session_ids\": [\"550412d5-aeb4-44ab-bad6-f06dea208e68\", \"f51a5bcd-d2e8-4b4e-b73a-004dee3b7a41\", \"a4f6363c-8bf8-4251-95bb-042659f3227f\"], \"total_duration\": 1070.0, \"total_sessions\": 3, \"mean_week_duration\": 5.602}, \"13714\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-11-17 00:57:02.000000+00:00\", \"2020-03-10 17:52:26.000000+00:00\", \"2020-12-11 00:11:18.000000+00:00\"], \"session_ids\": [\"7ee8a848-5161-414c-8599-e3137a7b59a2\", \"58654acd-25f2-4d6d-adae-e6f9dd1fb4a7\", \"485043c7-0708-4c6f-9658-46ac0108ec6d\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.446}, \"38567\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-06-15 11:37:57.000000+00:00\", \"2023-01-12 09:15:05.000000+00:00\"], \"session_ids\": [\"8889432b-fdd4-4d30-8244-1638bee6e721\", \"ca3ecd32-c2cb-45d6-816b-84340e8be9ac\"], \"total_duration\": 203.0, \"total_sessions\": 2, \"mean_week_duration\": 9.227}, \"88842\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-06-08 18:32:25.000000+00:00\", \"2019-06-26 08:15:26.000000+00:00\"], \"session_ids\": [\"d5cea6ed-56c1-4379-8053-1c4f8028eb32\", \"c15f17ba-064b-4a81-bf47-7759214ed108\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 4.5}, \"55975\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-12-28 07:20:18.000000+00:00\", \"2021-11-11 16:28:37.000000+00:00\", \"2020-03-01 14:15:06.000000+00:00\", \"2022-05-20 03:45:18.000000+00:00\"], \"session_ids\": [\"89a21bf7-8c47-4f92-b0c3-b70f51e705ad\", \"8d3631f0-fb0c-4574-87dc-a088f2063b24\", \"e5650720-ddd7-4f1f-a969-d21d86042942\", \"7b0371e8-4129-4600-bbf2-7dce53ffe08c\"], \"total_duration\": 72.0, \"total_sessions\": 4, \"mean_week_duration\": 0.621}, \"16569\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-05-26 22:19:19.000000+00:00\", \"2022-10-20 14:51:44.000000+00:00\"], \"session_ids\": [\"bda21d32-d8ec-41a8-88e4-1fff9db42d58\", \"4bd33cc2-daad-4759-b0fb-ed4d59a12071\"], \"total_duration\": 332.0, \"total_sessions\": 2, \"mean_week_duration\": 1.865}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not London, Seoul, Berlin"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"London\", \"Seoul\", \"Berlin\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"84477\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-08-13 19:04:45.000000+00:00\", \"2022-09-06 00:12:41.000000+00:00\"], \"session_ids\": [\"a9071c7a-67b0-4adf-80dd-ac6770c8d756\", \"40b09c20-5a71-4a84-8377-0fef84c20541\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 2.737}, \"90766\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-07 11:14:45.000000+00:00\", \"2020-03-22 04:26:09.000000+00:00\"], \"session_ids\": [\"fb625b13-8367-4018-bec9-167498f27519\", \"df6dba83-ac67-4397-be31-3a3c4169b2b4\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 11.438}, \"40523\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-06-27 02:32:37.000000+00:00\", \"2023-05-22 00:50:49.000000+00:00\", \"2021-11-04 07:23:55.000000+00:00\"], \"session_ids\": [\"673d5bb8-d07b-41b6-97a6-a0a6c6f63c22\", \"8eb19d3b-293c-45bd-a69c-70d1866a7523\", \"d58928bf-96ef-4d3c-adb6-c299fe292fb7\"], \"total_duration\": 27.0, \"total_sessions\": 3, \"mean_week_duration\": 0.333}, \"54773\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-13 21:58:22.000000+00:00\", \"2019-01-02 13:35:29.000000+00:00\"], \"session_ids\": [\"2356ba73-b6ce-4547-bbaf-e3e317225bc9\", \"877621d5-acce-4f58-9199-9d3957b1dcd0\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.49}, \"91171\": {\"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\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-11-22 11:48:24.000000+00:00\", \"2022-11-15 13:26:40.000000+00:00\", \"2019-03-20 20:38:35.000000+00:00\"], \"session_ids\": [\"550412d5-aeb4-44ab-bad6-f06dea208e68\", \"f51a5bcd-d2e8-4b4e-b73a-004dee3b7a41\", \"a4f6363c-8bf8-4251-95bb-042659f3227f\"], \"total_duration\": 1070.0, \"total_sessions\": 3, \"mean_week_duration\": 5.602}, \"13714\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-11-17 00:57:02.000000+00:00\", \"2020-03-10 17:52:26.000000+00:00\", \"2020-12-11 00:11:18.000000+00:00\"], \"session_ids\": [\"7ee8a848-5161-414c-8599-e3137a7b59a2\", \"58654acd-25f2-4d6d-adae-e6f9dd1fb4a7\", \"485043c7-0708-4c6f-9658-46ac0108ec6d\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.446}, \"38567\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-06-15 11:37:57.000000+00:00\", \"2023-01-12 09:15:05.000000+00:00\"], \"session_ids\": [\"8889432b-fdd4-4d30-8244-1638bee6e721\", \"ca3ecd32-c2cb-45d6-816b-84340e8be9ac\"], \"total_duration\": 203.0, \"total_sessions\": 2, \"mean_week_duration\": 9.227}, \"88842\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-06-08 18:32:25.000000+00:00\", \"2019-06-26 08:15:26.000000+00:00\"], \"session_ids\": [\"d5cea6ed-56c1-4379-8053-1c4f8028eb32\", \"c15f17ba-064b-4a81-bf47-7759214ed108\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 4.5}, \"55975\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-12-28 07:20:18.000000+00:00\", \"2021-11-11 16:28:37.000000+00:00\", \"2020-03-01 14:15:06.000000+00:00\", \"2022-05-20 03:45:18.000000+00:00\"], \"session_ids\": [\"89a21bf7-8c47-4f92-b0c3-b70f51e705ad\", \"8d3631f0-fb0c-4574-87dc-a088f2063b24\", \"e5650720-ddd7-4f1f-a969-d21d86042942\", \"7b0371e8-4129-4600-bbf2-7dce53ffe08c\"], \"total_duration\": 72.0, \"total_sessions\": 4, \"mean_week_duration\": 0.621}, \"16569\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-05-26 22:19:19.000000+00:00\", \"2022-10-20 14:51:44.000000+00:00\"], \"session_ids\": [\"bda21d32-d8ec-41a8-88e4-1fff9db42d58\", \"4bd33cc2-daad-4759-b0fb-ed4d59a12071\"], \"total_duration\": 332.0, \"total_sessions\": 2, \"mean_week_duration\": 1.865}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"55975\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-12-28 07:20:18.000000+00:00\", \"2021-11-11 16:28:37.000000+00:00\", \"2020-03-01 14:15:06.000000+00:00\", \"2022-05-20 03:45:18.000000+00:00\"], \"session_ids\": [\"89a21bf7-8c47-4f92-b0c3-b70f51e705ad\", \"8d3631f0-fb0c-4574-87dc-a088f2063b24\", \"e5650720-ddd7-4f1f-a969-d21d86042942\", \"7b0371e8-4129-4600-bbf2-7dce53ffe08c\"], \"total_duration\": 72.0, \"total_sessions\": 4, \"mean_week_duration\": 0.621}}, {\"91171\": {\"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\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-11-22 11:48:24.000000+00:00\", \"2022-11-15 13:26:40.000000+00:00\", \"2019-03-20 20:38:35.000000+00:00\"], \"session_ids\": [\"550412d5-aeb4-44ab-bad6-f06dea208e68\", \"f51a5bcd-d2e8-4b4e-b73a-004dee3b7a41\", \"a4f6363c-8bf8-4251-95bb-042659f3227f\"], \"total_duration\": 1070.0, \"total_sessions\": 3, \"mean_week_duration\": 5.602}}, {\"84477\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-08-13 19:04:45.000000+00:00\", \"2022-09-06 00:12:41.000000+00:00\"], \"session_ids\": [\"a9071c7a-67b0-4adf-80dd-ac6770c8d756\", \"40b09c20-5a71-4a84-8377-0fef84c20541\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 2.737}}, {\"90766\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-07 11:14:45.000000+00:00\", \"2020-03-22 04:26:09.000000+00:00\"], \"session_ids\": [\"fb625b13-8367-4018-bec9-167498f27519\", \"df6dba83-ac67-4397-be31-3a3c4169b2b4\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 11.438}}, {\"54773\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-13 21:58:22.000000+00:00\", \"2019-01-02 13:35:29.000000+00:00\"], \"session_ids\": [\"2356ba73-b6ce-4547-bbaf-e3e317225bc9\", \"877621d5-acce-4f58-9199-9d3957b1dcd0\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.49}}, {\"88842\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-06-08 18:32:25.000000+00:00\", \"2019-06-26 08:15:26.000000+00:00\"], \"session_ids\": [\"d5cea6ed-56c1-4379-8053-1c4f8028eb32\", \"c15f17ba-064b-4a81-bf47-7759214ed108\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 4.5}}, {\"16569\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-05-26 22:19:19.000000+00:00\", \"2022-10-20 14:51:44.000000+00:00\"], \"session_ids\": [\"bda21d32-d8ec-41a8-88e4-1fff9db42d58\", \"4bd33cc2-daad-4759-b0fb-ed4d59a12071\"], \"total_duration\": 332.0, \"total_sessions\": 2, \"mean_week_duration\": 1.865}}, {\"13714\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-11-17 00:57:02.000000+00:00\", \"2020-03-10 17:52:26.000000+00:00\", \"2020-12-11 00:11:18.000000+00:00\"], \"session_ids\": [\"7ee8a848-5161-414c-8599-e3137a7b59a2\", \"58654acd-25f2-4d6d-adae-e6f9dd1fb4a7\", \"485043c7-0708-4c6f-9658-46ac0108ec6d\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.446}}, {\"38567\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-06-15 11:37:57.000000+00:00\", \"2023-01-12 09:15:05.000000+00:00\"], \"session_ids\": [\"8889432b-fdd4-4d30-8244-1638bee6e721\", \"ca3ecd32-c2cb-45d6-816b-84340e8be9ac\"], \"total_duration\": 203.0, \"total_sessions\": 2, \"mean_week_duration\": 9.227}}, {\"40523\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-06-27 02:32:37.000000+00:00\", \"2023-05-22 00:50:49.000000+00:00\", \"2021-11-04 07:23:55.000000+00:00\"], \"session_ids\": [\"673d5bb8-d07b-41b6-97a6-a0a6c6f63c22\", \"8eb19d3b-293c-45bd-a69c-70d1866a7523\", \"d58928bf-96ef-4d3c-adb6-c299fe292fb7\"], \"total_duration\": 27.0, \"total_sessions\": 3, \"mean_week_duration\": 0.333}}]\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[{\"55975\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-12-28 07:20:18.000000+00:00\", \"2021-11-11 16:28:37.000000+00:00\", \"2020-03-01 14:15:06.000000+00:00\", \"2022-05-20 03:45:18.000000+00:00\"], \"session_ids\": [\"89a21bf7-8c47-4f92-b0c3-b70f51e705ad\", \"8d3631f0-fb0c-4574-87dc-a088f2063b24\", \"e5650720-ddd7-4f1f-a969-d21d86042942\", \"7b0371e8-4129-4600-bbf2-7dce53ffe08c\"], \"total_duration\": 72.0, \"total_sessions\": 4, \"mean_week_duration\": 0.621}}, {\"91171\": {\"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\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-11-22 11:48:24.000000+00:00\", \"2022-11-15 13:26:40.000000+00:00\", \"2019-03-20 20:38:35.000000+00:00\"], \"session_ids\": [\"550412d5-aeb4-44ab-bad6-f06dea208e68\", \"f51a5bcd-d2e8-4b4e-b73a-004dee3b7a41\", \"a4f6363c-8bf8-4251-95bb-042659f3227f\"], \"total_duration\": 1070.0, \"total_sessions\": 3, \"mean_week_duration\": 5.602}}, {\"84477\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-08-13 19:04:45.000000+00:00\", \"2022-09-06 00:12:41.000000+00:00\"], \"session_ids\": [\"a9071c7a-67b0-4adf-80dd-ac6770c8d756\", \"40b09c20-5a71-4a84-8377-0fef84c20541\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 2.737}}, {\"90766\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-07 11:14:45.000000+00:00\", \"2020-03-22 04:26:09.000000+00:00\"], \"session_ids\": [\"fb625b13-8367-4018-bec9-167498f27519\", \"df6dba83-ac67-4397-be31-3a3c4169b2b4\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 11.438}}, {\"54773\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-13 21:58:22.000000+00:00\", \"2019-01-02 13:35:29.000000+00:00\"], \"session_ids\": [\"2356ba73-b6ce-4547-bbaf-e3e317225bc9\", \"877621d5-acce-4f58-9199-9d3957b1dcd0\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.49}}, {\"88842\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-06-08 18:32:25.000000+00:00\", \"2019-06-26 08:15:26.000000+00:00\"], \"session_ids\": [\"d5cea6ed-56c1-4379-8053-1c4f8028eb32\", \"c15f17ba-064b-4a81-bf47-7759214ed108\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 4.5}}, {\"16569\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-05-26 22:19:19.000000+00:00\", \"2022-10-20 14:51:44.000000+00:00\"], \"session_ids\": [\"bda21d32-d8ec-41a8-88e4-1fff9db42d58\", \"4bd33cc2-daad-4759-b0fb-ed4d59a12071\"], \"total_duration\": 332.0, \"total_sessions\": 2, \"mean_week_duration\": 1.865}}, {\"13714\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-11-17 00:57:02.000000+00:00\", \"2020-03-10 17:52:26.000000+00:00\", \"2020-12-11 00:11:18.000000+00:00\"], \"session_ids\": [\"7ee8a848-5161-414c-8599-e3137a7b59a2\", \"58654acd-25f2-4d6d-adae-e6f9dd1fb4a7\", \"485043c7-0708-4c6f-9658-46ac0108ec6d\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.446}}]\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[{\"55975\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-12-28 07:20:18.000000+00:00\", \"2021-11-11 16:28:37.000000+00:00\", \"2020-03-01 14:15:06.000000+00:00\", \"2022-05-20 03:45:18.000000+00:00\"], \"session_ids\": [\"89a21bf7-8c47-4f92-b0c3-b70f51e705ad\", \"8d3631f0-fb0c-4574-87dc-a088f2063b24\", \"e5650720-ddd7-4f1f-a969-d21d86042942\", \"7b0371e8-4129-4600-bbf2-7dce53ffe08c\"], \"total_duration\": 72.0, \"total_sessions\": 4, \"mean_week_duration\": 0.621}}, {\"91171\": {\"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\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-11-22 11:48:24.000000+00:00\", \"2022-11-15 13:26:40.000000+00:00\", \"2019-03-20 20:38:35.000000+00:00\"], \"session_ids\": [\"550412d5-aeb4-44ab-bad6-f06dea208e68\", \"f51a5bcd-d2e8-4b4e-b73a-004dee3b7a41\", \"a4f6363c-8bf8-4251-95bb-042659f3227f\"], \"total_duration\": 1070.0, \"total_sessions\": 3, \"mean_week_duration\": 5.602}}, {\"84477\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-08-13 19:04:45.000000+00:00\", \"2022-09-06 00:12:41.000000+00:00\"], \"session_ids\": [\"a9071c7a-67b0-4adf-80dd-ac6770c8d756\", \"40b09c20-5a71-4a84-8377-0fef84c20541\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 2.737}}, {\"90766\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-07 11:14:45.000000+00:00\", \"2020-03-22 04:26:09.000000+00:00\"], \"session_ids\": [\"fb625b13-8367-4018-bec9-167498f27519\", \"df6dba83-ac67-4397-be31-3a3c4169b2b4\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 11.438}}, {\"54773\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-13 21:58:22.000000+00:00\", \"2019-01-02 13:35:29.000000+00:00\"], \"session_ids\": [\"2356ba73-b6ce-4547-bbaf-e3e317225bc9\", \"877621d5-acce-4f58-9199-9d3957b1dcd0\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.49}}, {\"88842\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-06-08 18:32:25.000000+00:00\", \"2019-06-26 08:15:26.000000+00:00\"], \"session_ids\": [\"d5cea6ed-56c1-4379-8053-1c4f8028eb32\", \"c15f17ba-064b-4a81-bf47-7759214ed108\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 4.5}}, {\"16569\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-05-26 22:19:19.000000+00:00\", \"2022-10-20 14:51:44.000000+00:00\"], \"session_ids\": [\"bda21d32-d8ec-41a8-88e4-1fff9db42d58\", \"4bd33cc2-daad-4759-b0fb-ed4d59a12071\"], \"total_duration\": 332.0, \"total_sessions\": 2, \"mean_week_duration\": 1.865}}, {\"13714\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-11-17 00:57:02.000000+00:00\", \"2020-03-10 17:52:26.000000+00:00\", \"2020-12-11 00:11:18.000000+00:00\"], \"session_ids\": [\"7ee8a848-5161-414c-8599-e3137a7b59a2\", \"58654acd-25f2-4d6d-adae-e6f9dd1fb4a7\", \"485043c7-0708-4c6f-9658-46ac0108ec6d\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.446}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show 7 users to me who are folks of cities Bridgetown, Paris, Nairobi, Prague and in addition carry out sorting by quantity of sessions desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"51698\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-05-06 04:01:31.000000+00:00\", \"2022-10-03 04:12:41.000000+00:00\"], \"session_ids\": [\"d8026a2b-302a-4440-bea2-511fe485209e\", \"1b07cf31-d307-4139-b08d-d4019ffaefb3\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 1.455}, \"41909\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-06-03 11:22:16.000000+00:00\", \"2020-12-21 23:45:40.000000+00:00\"], \"session_ids\": [\"6ec9cdca-98fe-44ec-b94c-5c38669f4ff6\", \"1a01d8d7-caf1-4c7a-9e05-bc3773da584e\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 1.776}, \"7608\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-12-24 06:13:54.000000+00:00\", \"2019-07-08 15:31:42.000000+00:00\", \"2022-03-26 05:53:04.000000+00:00\", \"2021-01-21 23:59:43.000000+00:00\", \"2021-11-11 13:17:19.000000+00:00\"], \"session_ids\": [\"74c7170f-13d9-48c9-84a5-65dc13cfa78f\", \"6ca6ad58-1cae-47b5-977e-083f1f74586e\", \"89fda3bc-40d6-4d54-bf2d-71b34c7b2d51\", \"35f84339-f4ac-4921-9b68-82c22622941e\", \"a3186b1d-716f-45f9-a0f4-4b594ad9c7f3\"], \"total_duration\": 412.0, \"total_sessions\": 5, \"mean_week_duration\": 2.276}, \"63334\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-03-15 02:23:37.000000+00:00\", \"2021-04-17 16:31:36.000000+00:00\", \"2023-05-21 17:19:51.000000+00:00\", \"2020-01-28 05:05:29.000000+00:00\", \"2022-09-22 08:03:47.000000+00:00\", \"2019-03-08 11:16:14.000000+00:00\", \"2021-12-03 10:30:18.000000+00:00\", \"2020-07-19 21:53:03.000000+00:00\"], \"session_ids\": [\"8a0297ff-974b-4563-bca9-817305afb7eb\", \"a42f41e3-5966-4f9d-84c3-88ad97c141b5\", \"c4e15a5c-3f5f-4ce0-b8de-3bd670f37393\", \"cd6c6b3b-9edf-48db-b3f0-395c3e143a01\", \"7a7c46f5-e870-4e42-b5fd-6a074cddd23c\", \"b6d3e052-07f9-40e7-9e29-531dfd7c434a\", \"2a7422e9-5e59-4a3c-bb8b-9526b65f825b\", \"1eae2da6-57fc-4a65-ba1b-45c194e36b82\"], \"total_duration\": 5246.0, \"total_sessions\": 8, \"mean_week_duration\": 23.845}, \"26936\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-11-15 21:16:56.000000+00:00\", \"2022-05-06 12:17:21.000000+00:00\"], \"session_ids\": [\"78680e88-dbc5-4492-8005-0c5465446cb7\", \"fd1dd098-c519-4a2f-9b63-449aca6b85d9\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 1.779}, \"57981\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-02-12 07:20:49.000000+00:00\", \"2019-03-09 10:34:44.000000+00:00\", \"2022-03-14 10:04:48.000000+00:00\"], \"session_ids\": [\"f6f60003-e000-43be-a57f-da67cb0c76dd\", \"2ae93f21-229f-43bf-8f79-9ad8357b87bc\", \"03e8b9c0-40ef-4299-bbe9-37dc65b1c9c8\"], \"total_duration\": 414.0, \"total_sessions\": 3, \"mean_week_duration\": 2.571}, \"42548\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-03-14 02:31:01.000000+00:00\", \"2019-10-19 13:02:11.000000+00:00\", \"2022-07-24 06:07:04.000000+00:00\", \"2019-12-03 01:09:43.000000+00:00\", \"2022-03-21 04:43:54.000000+00:00\"], \"session_ids\": [\"32db66b5-3680-49f6-8ee2-d635c452cbe6\", \"1e9e1426-ee52-4f9a-8128-76a93e939c64\", \"7717dd34-5ca3-4286-bd55-3e4751e0c19a\", \"593206c0-a061-474f-b564-412c35f4bcaf\", \"3bc34ef0-b902-423d-b263-e56f84fb9c33\"], \"total_duration\": 3155.0, \"total_sessions\": 5, \"mean_week_duration\": 17.725}, \"11537\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-05 21:03:14.000000+00:00\", \"2022-03-20 03:41:32.000000+00:00\"], \"session_ids\": [\"8ba61c87-4bad-490e-ba58-4ca3be346304\", \"69d393c5-14a8-4e86-a5be-d2cbb55290f2\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 1.061}, \"85084\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-09-17 06:02:23.000000+00:00\", \"2020-03-26 23:45:45.000000+00:00\", \"2019-11-28 12:50:28.000000+00:00\", \"2022-06-04 23:12:51.000000+00:00\", \"2022-01-11 23:59:56.000000+00:00\", \"2022-09-03 19:26:36.000000+00:00\"], \"session_ids\": [\"3338c7f5-ef4e-40f3-a552-36ec18357159\", \"1d93c4d6-2206-47c1-a0ec-ebda3c9e211f\", \"fad60b79-c402-49c1-9286-a3f6a60b48f3\", \"5db8ea99-e83c-4448-b073-e161ab88eb40\", \"602c195f-fe84-42bf-8b18-ccf88e88e715\", \"6209cfb1-6356-48ec-b774-3ae1f77fdc86\"], \"total_duration\": 112.0, \"total_sessions\": 6, \"mean_week_duration\": 0.723}, \"78648\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-10-09 00:59:23.000000+00:00\", \"2023-02-10 21:00:28.000000+00:00\"], \"session_ids\": [\"f360b4b8-0ac5-4b57-b755-b02514e2ebda\", \"735da9b4-9a88-4414-8605-201a9710a401\"], \"total_duration\": 336.0, \"total_sessions\": 2, \"mean_week_duration\": 18.667}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are Bridgetown, Parare, Nairobi, Prague"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Bridgetown\", \"Paris\", \"Nairobi\", \"Prague\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me user with a mean_week_duration that is below 15, exclusive 15 , moreover perform sorting by total_duration ascendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"28671\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-08-26 03:05:26.000000+00:00\", \"2023-06-07 07:31:00.000000+00:00\"], \"session_ids\": [\"13342caa-404e-4c7d-a156-878de6cedcaa\", \"c7c4d1cb-5ee6-410e-b79c-b1a1fa2a6c17\"], \"total_duration\": 344.0, \"total_sessions\": 2, \"mean_week_duration\": 3.699}, \"74999\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-02-22 21:09:07.000000+00:00\", \"2020-09-29 12:47:34.000000+00:00\", \"2020-11-05 07:48:07.000000+00:00\", \"2022-05-19 18:39:08.000000+00:00\"], \"session_ids\": [\"9e40afd0-da3a-4c97-b925-18105a84c672\", \"0f1eee8d-d88b-4cd5-b1bf-39fe7ba020dd\", \"1619948d-3bf4-43af-9b14-c7f7a9bc5671\", \"0595d501-a233-4b6d-816f-25862b5ef65c\"], \"total_duration\": 383.0, \"total_sessions\": 4, \"mean_week_duration\": 3.274}, \"63690\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Sydney\", \"datetimes\": [\"2019-01-26 22:06:30.000000+00:00\", \"2022-08-22 00:03:42.000000+00:00\"], \"session_ids\": [\"2c41c292-7039-4ad7-b0e3-c931397efc87\", \"c67300ef-35a9-4c79-939d-a84b02076a04\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 0.241}, \"94199\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-09-25 08:58:04.000000+00:00\", \"2021-10-10 18:09:55.000000+00:00\", \"2021-05-15 00:37:53.000000+00:00\", \"2019-07-03 12:28:53.000000+00:00\", \"2022-04-12 08:04:34.000000+00:00\", \"2022-07-19 18:21:15.000000+00:00\", \"2020-02-27 21:26:10.000000+00:00\", \"2020-09-14 11:44:17.000000+00:00\"], \"session_ids\": [\"e3811d16-4e12-43da-9d55-a2971fc52a0c\", \"bc162b23-57a9-4d07-a257-845f6c29c6e7\", \"0e7b63aa-8cf9-480b-88ea-518835e9eafc\", \"0b68513e-1a94-4f82-b7f3-3652a78b6438\", \"b183441b-65b4-47f9-bf5c-e8fed2f1fd2b\", \"28791f54-ead8-4c79-ae12-d2dd8b6cc5f6\", \"b02d07e7-0eed-4741-94f9-dd9e4b7c8c6f\", \"9c144b46-a0a4-465e-9062-e404f235f627\"], \"total_duration\": 619.0, \"total_sessions\": 8, \"mean_week_duration\": 3.663}, \"29226\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-05-26 12:31:16.000000+00:00\", \"2023-03-25 15:15:57.000000+00:00\", \"2020-02-27 09:16:56.000000+00:00\", \"2023-06-18 19:24:46.000000+00:00\", \"2022-08-13 01:21:33.000000+00:00\", \"2020-12-05 18:13:22.000000+00:00\", \"2020-02-12 20:59:31.000000+00:00\", \"2019-06-14 07:58:23.000000+00:00\", \"2021-11-04 00:46:55.000000+00:00\", \"2022-12-11 06:40:34.000000+00:00\", \"2022-01-25 14:57:42.000000+00:00\"], \"session_ids\": [\"b37f7a39-d592-4dfa-8bb6-9a4b47bac823\", \"3a9ae3ac-d596-49a4-b39d-b12abc4a5214\", \"be00445f-969f-4ab7-adb4-8bddb1307da7\", \"8f1fbd55-5491-4373-975d-cf50cd568837\", \"09a2ec85-bbd0-422d-b1d0-ed0af4e6be1d\", \"16b30277-325e-4655-8fcf-e2fc7bba086e\", \"feccdae0-ea76-413c-8bb6-932dd89c8f46\", \"2c19e672-93ef-4135-87b0-77b33ea7efde\", \"d76b973d-142c-48a8-8fc0-e0270b85db28\", \"3ac91d37-2677-45c8-8732-71dc153567b0\", \"90441add-f231-490b-b46c-9800efb08b99\"], \"total_duration\": 16870.0, \"total_sessions\": 11, \"mean_week_duration\": 80.333}, \"33744\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-03-22 16:50:33.000000+00:00\", \"2020-11-26 21:11:43.000000+00:00\"], \"session_ids\": [\"0cc565aa-2abb-4567-b78e-25d56f518393\", \"157af8e2-4cdf-4d9a-8023-2a60069dba0c\"], \"total_duration\": 192.0, \"total_sessions\": 2, \"mean_week_duration\": 11.294}, \"34894\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-09-23 13:58:42.000000+00:00\", \"2019-05-14 15:06:50.000000+00:00\", \"2021-10-30 07:35:15.000000+00:00\"], \"session_ids\": [\"c7437efd-bd9e-40d9-b36f-965352984c80\", \"fd32622c-b0d7-42d4-bbbc-225fe5166a08\", \"359cf489-4675-46a6-bd84-5d062ca4f881\"], \"total_duration\": 373.0, \"total_sessions\": 3, \"mean_week_duration\": 2.119}, \"5127\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-02-01 15:11:01.000000+00:00\", \"2022-10-09 09:06:18.000000+00:00\"], \"session_ids\": [\"9b314285-018b-4737-8a7a-72eee7960db2\", \"043fa47b-fd83-46f7-b159-37a876efcd49\"], \"total_duration\": 356.0, \"total_sessions\": 2, \"mean_week_duration\": 4.045}, \"24351\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-01-07 15:36:36.000000+00:00\", \"2021-12-09 17:17:22.000000+00:00\"], \"session_ids\": [\"77cfd251-c6d0-49a5-8e51-9c612518108a\", \"58b392d4-482e-49a5-8c3b-2ff569f71a03\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.298}, \"41063\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-05-29 19:00:42.000000+00:00\", \"2020-01-16 09:36:12.000000+00:00\", \"2020-09-22 08:45:09.000000+00:00\", \"2019-04-28 23:11:41.000000+00:00\", \"2021-11-05 21:14:55.000000+00:00\", \"2019-10-18 18:13:02.000000+00:00\", \"2019-03-16 21:34:48.000000+00:00\", \"2020-05-22 13:20:10.000000+00:00\", \"2023-03-27 02:24:11.000000+00:00\", \"2022-03-16 18:12:47.000000+00:00\"], \"session_ids\": [\"211b714c-c02d-47d7-9928-82510e10589c\", \"6ea78d0d-697a-4813-bb1e-df3d2ce7b0c6\", \"19dc7a34-d5a2-4f29-8c1d-34c3d5cc28a5\", \"3f3fe589-2363-42b8-a153-2ceded8c1dc5\", \"09ed5580-cd25-4a87-babd-78e8aeaf6e08\", \"de6a7ddc-3d28-4a4e-b69d-86eda055f8a2\", \"5c245efe-71dd-4e4f-a9ac-7601861747b4\", \"9a937336-c541-4cf6-aebb-3d01badaaf09\", \"0021aa10-916b-436b-b23a-4ca569db8071\", \"29208572-18d8-417b-aed9-91bad9380366\"], \"total_duration\": 22815.0, \"total_sessions\": 10, \"mean_week_duration\": 108.128}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are less than 15"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\"]]}, \"all_values\": {\"mean_week_duration\": [[15, 40]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"28671\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-08-26 03:05:26.000000+00:00\", \"2023-06-07 07:31:00.000000+00:00\"], \"session_ids\": [\"13342caa-404e-4c7d-a156-878de6cedcaa\", \"c7c4d1cb-5ee6-410e-b79c-b1a1fa2a6c17\"], \"total_duration\": 344.0, \"total_sessions\": 2, \"mean_week_duration\": 3.699}, \"74999\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-02-22 21:09:07.000000+00:00\", \"2020-09-29 12:47:34.000000+00:00\", \"2020-11-05 07:48:07.000000+00:00\", \"2022-05-19 18:39:08.000000+00:00\"], \"session_ids\": [\"9e40afd0-da3a-4c97-b925-18105a84c672\", \"0f1eee8d-d88b-4cd5-b1bf-39fe7ba020dd\", \"1619948d-3bf4-43af-9b14-c7f7a9bc5671\", \"0595d501-a233-4b6d-816f-25862b5ef65c\"], \"total_duration\": 383.0, \"total_sessions\": 4, \"mean_week_duration\": 3.274}, \"63690\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Sydney\", \"datetimes\": [\"2019-01-26 22:06:30.000000+00:00\", \"2022-08-22 00:03:42.000000+00:00\"], \"session_ids\": [\"2c41c292-7039-4ad7-b0e3-c931397efc87\", \"c67300ef-35a9-4c79-939d-a84b02076a04\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 0.241}, \"94199\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-09-25 08:58:04.000000+00:00\", \"2021-10-10 18:09:55.000000+00:00\", \"2021-05-15 00:37:53.000000+00:00\", \"2019-07-03 12:28:53.000000+00:00\", \"2022-04-12 08:04:34.000000+00:00\", \"2022-07-19 18:21:15.000000+00:00\", \"2020-02-27 21:26:10.000000+00:00\", \"2020-09-14 11:44:17.000000+00:00\"], \"session_ids\": [\"e3811d16-4e12-43da-9d55-a2971fc52a0c\", \"bc162b23-57a9-4d07-a257-845f6c29c6e7\", \"0e7b63aa-8cf9-480b-88ea-518835e9eafc\", \"0b68513e-1a94-4f82-b7f3-3652a78b6438\", \"b183441b-65b4-47f9-bf5c-e8fed2f1fd2b\", \"28791f54-ead8-4c79-ae12-d2dd8b6cc5f6\", \"b02d07e7-0eed-4741-94f9-dd9e4b7c8c6f\", \"9c144b46-a0a4-465e-9062-e404f235f627\"], \"total_duration\": 619.0, \"total_sessions\": 8, \"mean_week_duration\": 3.663}, \"33744\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-03-22 16:50:33.000000+00:00\", \"2020-11-26 21:11:43.000000+00:00\"], \"session_ids\": [\"0cc565aa-2abb-4567-b78e-25d56f518393\", \"157af8e2-4cdf-4d9a-8023-2a60069dba0c\"], \"total_duration\": 192.0, \"total_sessions\": 2, \"mean_week_duration\": 11.294}, \"34894\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-09-23 13:58:42.000000+00:00\", \"2019-05-14 15:06:50.000000+00:00\", \"2021-10-30 07:35:15.000000+00:00\"], \"session_ids\": [\"c7437efd-bd9e-40d9-b36f-965352984c80\", \"fd32622c-b0d7-42d4-bbbc-225fe5166a08\", \"359cf489-4675-46a6-bd84-5d062ca4f881\"], \"total_duration\": 373.0, \"total_sessions\": 3, \"mean_week_duration\": 2.119}, \"5127\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-02-01 15:11:01.000000+00:00\", \"2022-10-09 09:06:18.000000+00:00\"], \"session_ids\": [\"9b314285-018b-4737-8a7a-72eee7960db2\", \"043fa47b-fd83-46f7-b159-37a876efcd49\"], \"total_duration\": 356.0, \"total_sessions\": 2, \"mean_week_duration\": 4.045}, \"24351\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-01-07 15:36:36.000000+00:00\", \"2021-12-09 17:17:22.000000+00:00\"], \"session_ids\": [\"77cfd251-c6d0-49a5-8e51-9c612518108a\", \"58b392d4-482e-49a5-8c3b-2ff569f71a03\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.298}}\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[{\"24351\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-01-07 15:36:36.000000+00:00\", \"2021-12-09 17:17:22.000000+00:00\"], \"session_ids\": [\"77cfd251-c6d0-49a5-8e51-9c612518108a\", \"58b392d4-482e-49a5-8c3b-2ff569f71a03\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.298}}, {\"63690\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Sydney\", \"datetimes\": [\"2019-01-26 22:06:30.000000+00:00\", \"2022-08-22 00:03:42.000000+00:00\"], \"session_ids\": [\"2c41c292-7039-4ad7-b0e3-c931397efc87\", \"c67300ef-35a9-4c79-939d-a84b02076a04\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 0.241}}, {\"33744\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-03-22 16:50:33.000000+00:00\", \"2020-11-26 21:11:43.000000+00:00\"], \"session_ids\": [\"0cc565aa-2abb-4567-b78e-25d56f518393\", \"157af8e2-4cdf-4d9a-8023-2a60069dba0c\"], \"total_duration\": 192.0, \"total_sessions\": 2, \"mean_week_duration\": 11.294}}, {\"28671\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-08-26 03:05:26.000000+00:00\", \"2023-06-07 07:31:00.000000+00:00\"], \"session_ids\": [\"13342caa-404e-4c7d-a156-878de6cedcaa\", \"c7c4d1cb-5ee6-410e-b79c-b1a1fa2a6c17\"], \"total_duration\": 344.0, \"total_sessions\": 2, \"mean_week_duration\": 3.699}}, {\"5127\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-02-01 15:11:01.000000+00:00\", \"2022-10-09 09:06:18.000000+00:00\"], \"session_ids\": [\"9b314285-018b-4737-8a7a-72eee7960db2\", \"043fa47b-fd83-46f7-b159-37a876efcd49\"], \"total_duration\": 356.0, \"total_sessions\": 2, \"mean_week_duration\": 4.045}}, {\"34894\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-09-23 13:58:42.000000+00:00\", \"2019-05-14 15:06:50.000000+00:00\", \"2021-10-30 07:35:15.000000+00:00\"], \"session_ids\": [\"c7437efd-bd9e-40d9-b36f-965352984c80\", \"fd32622c-b0d7-42d4-bbbc-225fe5166a08\", \"359cf489-4675-46a6-bd84-5d062ca4f881\"], \"total_duration\": 373.0, \"total_sessions\": 3, \"mean_week_duration\": 2.119}}, {\"74999\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-02-22 21:09:07.000000+00:00\", \"2020-09-29 12:47:34.000000+00:00\", \"2020-11-05 07:48:07.000000+00:00\", \"2022-05-19 18:39:08.000000+00:00\"], \"session_ids\": [\"9e40afd0-da3a-4c97-b925-18105a84c672\", \"0f1eee8d-d88b-4cd5-b1bf-39fe7ba020dd\", \"1619948d-3bf4-43af-9b14-c7f7a9bc5671\", \"0595d501-a233-4b6d-816f-25862b5ef65c\"], \"total_duration\": 383.0, \"total_sessions\": 4, \"mean_week_duration\": 3.274}}, {\"94199\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-09-25 08:58:04.000000+00:00\", \"2021-10-10 18:09:55.000000+00:00\", \"2021-05-15 00:37:53.000000+00:00\", \"2019-07-03 12:28:53.000000+00:00\", \"2022-04-12 08:04:34.000000+00:00\", \"2022-07-19 18:21:15.000000+00:00\", \"2020-02-27 21:26:10.000000+00:00\", \"2020-09-14 11:44:17.000000+00:00\"], \"session_ids\": [\"e3811d16-4e12-43da-9d55-a2971fc52a0c\", \"bc162b23-57a9-4d07-a257-845f6c29c6e7\", \"0e7b63aa-8cf9-480b-88ea-518835e9eafc\", \"0b68513e-1a94-4f82-b7f3-3652a78b6438\", \"b183441b-65b4-47f9-bf5c-e8fed2f1fd2b\", \"28791f54-ead8-4c79-ae12-d2dd8b6cc5f6\", \"b02d07e7-0eed-4741-94f9-dd9e4b7c8c6f\", \"9c144b46-a0a4-465e-9062-e404f235f627\"], \"total_duration\": 619.0, \"total_sessions\": 8, \"mean_week_duration\": 3.663}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 1 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"24351\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-01-07 15:36:36.000000+00:00\", \"2021-12-09 17:17:22.000000+00:00\"], \"session_ids\": [\"77cfd251-c6d0-49a5-8e51-9c612518108a\", \"58b392d4-482e-49a5-8c3b-2ff569f71a03\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.298}}]\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[{\"24351\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-01-07 15:36:36.000000+00:00\", \"2021-12-09 17:17:22.000000+00:00\"], \"session_ids\": [\"77cfd251-c6d0-49a5-8e51-9c612518108a\", \"58b392d4-482e-49a5-8c3b-2ff569f71a03\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.298}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I have a curiosity about 3 users who don't currently live in city Moscow also carry out sorting by duration summation in descending order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"27865\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2021-12-20 23:59:05.000000+00:00\", \"2022-12-09 06:04:47.000000+00:00\", \"2020-08-10 20:45:48.000000+00:00\", \"2023-06-09 00:43:17.000000+00:00\"], \"session_ids\": [\"372f7a99-d4ee-46ff-bf21-e2d42edb0451\", \"e7e0f949-029b-42b7-8959-2459acc245dd\", \"8b4f2c68-9ba1-4591-9220-369dc2a02629\", \"c9e8aacc-a0b4-4328-96d9-25da57664255\"], \"total_duration\": 41.0, \"total_sessions\": 4, \"mean_week_duration\": 0.277}, \"54511\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-04-03 09:07:05.000000+00:00\", \"2020-03-15 09:29:17.000000+00:00\"], \"session_ids\": [\"e5440779-b7e6-4a93-b3c5-d5677ccb1806\", \"20e717cf-a12f-41e5-88a7-985e82a4569d\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 0.786}, \"89226\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-22 19:47:12.000000+00:00\", \"2021-02-26 20:46:13.000000+00:00\", \"2022-10-28 21:09:18.000000+00:00\", \"2022-06-17 21:21:10.000000+00:00\", \"2022-08-09 18:48:10.000000+00:00\"], \"session_ids\": [\"6a344728-8b17-430d-b5f9-fccf9b7f84cc\", \"00ce9685-cf6e-4bf8-b869-8e6ff41e8785\", \"c478c340-a6f5-44c5-8aaf-8f9303ac1e8f\", \"8d08e574-dae5-41b9-b9b4-b0df4ef92cfe\", \"3a153ed8-538a-46bf-abdb-b2e2dac3ca09\"], \"total_duration\": 802.0, \"total_sessions\": 5, \"mean_week_duration\": 9.218}, \"12141\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-02-16 06:26:15.000000+00:00\", \"2020-07-02 13:54:06.000000+00:00\", \"2022-09-15 01:02:36.000000+00:00\"], \"session_ids\": [\"00a50d4e-4eae-40d1-8e89-0165e405e104\", \"08bfc25f-abd6-476a-92e9-8f45b0c877fd\", \"b550173a-e36c-42ea-b8b3-74e864ac9271\"], \"total_duration\": 26.0, \"total_sessions\": 3, \"mean_week_duration\": 0.226}, \"29652\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-09-24 03:51:46.000000+00:00\", \"2022-03-28 01:10:07.000000+00:00\", \"2020-10-29 02:09:52.000000+00:00\", \"2023-03-26 02:49:29.000000+00:00\", \"2023-01-17 19:09:00.000000+00:00\"], \"session_ids\": [\"6b4f85ab-5232-4703-a1cc-e40cb589b71b\", \"de02207a-5336-446b-82a0-831bc2748a64\", \"7384898e-dfad-4ac8-9d8d-a8ff884361ef\", \"2633b75f-7609-4fcd-9c0a-08a1fdaaf8f1\", \"2b64e48e-ba44-4af8-acad-f381e3e6ac2e\"], \"total_duration\": 284.0, \"total_sessions\": 5, \"mean_week_duration\": 2.168}, \"62798\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-12-11 15:00:47.000000+00:00\", \"2020-07-21 23:47:03.000000+00:00\"], \"session_ids\": [\"ad035075-19d4-410b-a4ae-49fe0294fa39\", \"c7ce0d6e-3a81-464e-99ea-602f2a84373c\"], \"total_duration\": 204.0, \"total_sessions\": 2, \"mean_week_duration\": 9.714}, \"33844\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-28 02:34:55.000000+00:00\", \"2023-04-04 07:37:08.000000+00:00\"], \"session_ids\": [\"5286cdf7-c014-4a3b-b23e-17d4b4c75ef6\", \"15a70e03-839f-4a4a-b931-dbee5119dea2\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 0.797}, \"39226\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-09-11 22:22:13.000000+00:00\", \"2021-12-30 01:00:25.000000+00:00\", \"2022-08-12 14:13:20.000000+00:00\", \"2022-11-01 13:31:44.000000+00:00\", \"2023-05-13 00:28:51.000000+00:00\"], \"session_ids\": [\"0495969f-0b13-4bdf-b05d-efaf187bd4d9\", \"78a49e5a-b019-4cdc-85d9-59d452fd02d5\", \"464a35f3-e537-4380-954f-17a6145709fd\", \"de3962bd-7807-4a64-adb1-63dffd1a6745\", \"129a7dfd-d3c5-4558-9de3-cbf46d5f274c\"], \"total_duration\": 3105.0, \"total_sessions\": 5, \"mean_week_duration\": 35.69}, \"77610\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-08-18 10:46:12.000000+00:00\", \"2023-05-27 00:20:11.000000+00:00\"], \"session_ids\": [\"ed7ddbdb-582b-476c-876f-ed9103333e18\", \"c4df930c-c56b-442e-9290-ca2ef9d4de80\"], \"total_duration\": 414.0, \"total_sessions\": 2, \"mean_week_duration\": 10.098}, \"22455\": {\"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\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-04-21 14:48:35.000000+00:00\", \"2021-04-02 02:23:09.000000+00:00\"], \"session_ids\": [\"02a2d283-2f03-4a52-8d71-adae49d86f5e\", \"0ff27820-c021-4d70-8046-7a5cbac4194d\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 2.382}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not Moscow"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Moscow\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"27865\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2021-12-20 23:59:05.000000+00:00\", \"2022-12-09 06:04:47.000000+00:00\", \"2020-08-10 20:45:48.000000+00:00\", \"2023-06-09 00:43:17.000000+00:00\"], \"session_ids\": [\"372f7a99-d4ee-46ff-bf21-e2d42edb0451\", \"e7e0f949-029b-42b7-8959-2459acc245dd\", \"8b4f2c68-9ba1-4591-9220-369dc2a02629\", \"c9e8aacc-a0b4-4328-96d9-25da57664255\"], \"total_duration\": 41.0, \"total_sessions\": 4, \"mean_week_duration\": 0.277}, \"54511\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-04-03 09:07:05.000000+00:00\", \"2020-03-15 09:29:17.000000+00:00\"], \"session_ids\": [\"e5440779-b7e6-4a93-b3c5-d5677ccb1806\", \"20e717cf-a12f-41e5-88a7-985e82a4569d\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 0.786}, \"89226\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-22 19:47:12.000000+00:00\", \"2021-02-26 20:46:13.000000+00:00\", \"2022-10-28 21:09:18.000000+00:00\", \"2022-06-17 21:21:10.000000+00:00\", \"2022-08-09 18:48:10.000000+00:00\"], \"session_ids\": [\"6a344728-8b17-430d-b5f9-fccf9b7f84cc\", \"00ce9685-cf6e-4bf8-b869-8e6ff41e8785\", \"c478c340-a6f5-44c5-8aaf-8f9303ac1e8f\", \"8d08e574-dae5-41b9-b9b4-b0df4ef92cfe\", \"3a153ed8-538a-46bf-abdb-b2e2dac3ca09\"], \"total_duration\": 802.0, \"total_sessions\": 5, \"mean_week_duration\": 9.218}, \"12141\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-02-16 06:26:15.000000+00:00\", \"2020-07-02 13:54:06.000000+00:00\", \"2022-09-15 01:02:36.000000+00:00\"], \"session_ids\": [\"00a50d4e-4eae-40d1-8e89-0165e405e104\", \"08bfc25f-abd6-476a-92e9-8f45b0c877fd\", \"b550173a-e36c-42ea-b8b3-74e864ac9271\"], \"total_duration\": 26.0, \"total_sessions\": 3, \"mean_week_duration\": 0.226}, \"29652\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-09-24 03:51:46.000000+00:00\", \"2022-03-28 01:10:07.000000+00:00\", \"2020-10-29 02:09:52.000000+00:00\", \"2023-03-26 02:49:29.000000+00:00\", \"2023-01-17 19:09:00.000000+00:00\"], \"session_ids\": [\"6b4f85ab-5232-4703-a1cc-e40cb589b71b\", \"de02207a-5336-446b-82a0-831bc2748a64\", \"7384898e-dfad-4ac8-9d8d-a8ff884361ef\", \"2633b75f-7609-4fcd-9c0a-08a1fdaaf8f1\", \"2b64e48e-ba44-4af8-acad-f381e3e6ac2e\"], \"total_duration\": 284.0, \"total_sessions\": 5, \"mean_week_duration\": 2.168}, \"62798\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-12-11 15:00:47.000000+00:00\", \"2020-07-21 23:47:03.000000+00:00\"], \"session_ids\": [\"ad035075-19d4-410b-a4ae-49fe0294fa39\", \"c7ce0d6e-3a81-464e-99ea-602f2a84373c\"], \"total_duration\": 204.0, \"total_sessions\": 2, \"mean_week_duration\": 9.714}, \"33844\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-28 02:34:55.000000+00:00\", \"2023-04-04 07:37:08.000000+00:00\"], \"session_ids\": [\"5286cdf7-c014-4a3b-b23e-17d4b4c75ef6\", \"15a70e03-839f-4a4a-b931-dbee5119dea2\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 0.797}, \"39226\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-09-11 22:22:13.000000+00:00\", \"2021-12-30 01:00:25.000000+00:00\", \"2022-08-12 14:13:20.000000+00:00\", \"2022-11-01 13:31:44.000000+00:00\", \"2023-05-13 00:28:51.000000+00:00\"], \"session_ids\": [\"0495969f-0b13-4bdf-b05d-efaf187bd4d9\", \"78a49e5a-b019-4cdc-85d9-59d452fd02d5\", \"464a35f3-e537-4380-954f-17a6145709fd\", \"de3962bd-7807-4a64-adb1-63dffd1a6745\", \"129a7dfd-d3c5-4558-9de3-cbf46d5f274c\"], \"total_duration\": 3105.0, \"total_sessions\": 5, \"mean_week_duration\": 35.69}, \"77610\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-08-18 10:46:12.000000+00:00\", \"2023-05-27 00:20:11.000000+00:00\"], \"session_ids\": [\"ed7ddbdb-582b-476c-876f-ed9103333e18\", \"c4df930c-c56b-442e-9290-ca2ef9d4de80\"], \"total_duration\": 414.0, \"total_sessions\": 2, \"mean_week_duration\": 10.098}, \"22455\": {\"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\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-04-21 14:48:35.000000+00:00\", \"2021-04-02 02:23:09.000000+00:00\"], \"session_ids\": [\"02a2d283-2f03-4a52-8d71-adae49d86f5e\", \"0ff27820-c021-4d70-8046-7a5cbac4194d\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 2.382}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"39226\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-09-11 22:22:13.000000+00:00\", \"2021-12-30 01:00:25.000000+00:00\", \"2022-08-12 14:13:20.000000+00:00\", \"2022-11-01 13:31:44.000000+00:00\", \"2023-05-13 00:28:51.000000+00:00\"], \"session_ids\": [\"0495969f-0b13-4bdf-b05d-efaf187bd4d9\", \"78a49e5a-b019-4cdc-85d9-59d452fd02d5\", \"464a35f3-e537-4380-954f-17a6145709fd\", \"de3962bd-7807-4a64-adb1-63dffd1a6745\", \"129a7dfd-d3c5-4558-9de3-cbf46d5f274c\"], \"total_duration\": 3105.0, \"total_sessions\": 5, \"mean_week_duration\": 35.69}}, {\"89226\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-22 19:47:12.000000+00:00\", \"2021-02-26 20:46:13.000000+00:00\", \"2022-10-28 21:09:18.000000+00:00\", \"2022-06-17 21:21:10.000000+00:00\", \"2022-08-09 18:48:10.000000+00:00\"], \"session_ids\": [\"6a344728-8b17-430d-b5f9-fccf9b7f84cc\", \"00ce9685-cf6e-4bf8-b869-8e6ff41e8785\", \"c478c340-a6f5-44c5-8aaf-8f9303ac1e8f\", \"8d08e574-dae5-41b9-b9b4-b0df4ef92cfe\", \"3a153ed8-538a-46bf-abdb-b2e2dac3ca09\"], \"total_duration\": 802.0, \"total_sessions\": 5, \"mean_week_duration\": 9.218}}, {\"77610\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-08-18 10:46:12.000000+00:00\", \"2023-05-27 00:20:11.000000+00:00\"], \"session_ids\": [\"ed7ddbdb-582b-476c-876f-ed9103333e18\", \"c4df930c-c56b-442e-9290-ca2ef9d4de80\"], \"total_duration\": 414.0, \"total_sessions\": 2, \"mean_week_duration\": 10.098}}, {\"29652\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-09-24 03:51:46.000000+00:00\", \"2022-03-28 01:10:07.000000+00:00\", \"2020-10-29 02:09:52.000000+00:00\", \"2023-03-26 02:49:29.000000+00:00\", \"2023-01-17 19:09:00.000000+00:00\"], \"session_ids\": [\"6b4f85ab-5232-4703-a1cc-e40cb589b71b\", \"de02207a-5336-446b-82a0-831bc2748a64\", \"7384898e-dfad-4ac8-9d8d-a8ff884361ef\", \"2633b75f-7609-4fcd-9c0a-08a1fdaaf8f1\", \"2b64e48e-ba44-4af8-acad-f381e3e6ac2e\"], \"total_duration\": 284.0, \"total_sessions\": 5, \"mean_week_duration\": 2.168}}, {\"62798\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-12-11 15:00:47.000000+00:00\", \"2020-07-21 23:47:03.000000+00:00\"], \"session_ids\": [\"ad035075-19d4-410b-a4ae-49fe0294fa39\", \"c7ce0d6e-3a81-464e-99ea-602f2a84373c\"], \"total_duration\": 204.0, \"total_sessions\": 2, \"mean_week_duration\": 9.714}}, {\"22455\": {\"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\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-04-21 14:48:35.000000+00:00\", \"2021-04-02 02:23:09.000000+00:00\"], \"session_ids\": [\"02a2d283-2f03-4a52-8d71-adae49d86f5e\", \"0ff27820-c021-4d70-8046-7a5cbac4194d\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 2.382}}, {\"33844\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-28 02:34:55.000000+00:00\", \"2023-04-04 07:37:08.000000+00:00\"], \"session_ids\": [\"5286cdf7-c014-4a3b-b23e-17d4b4c75ef6\", \"15a70e03-839f-4a4a-b931-dbee5119dea2\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 0.797}}, {\"54511\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-04-03 09:07:05.000000+00:00\", \"2020-03-15 09:29:17.000000+00:00\"], \"session_ids\": [\"e5440779-b7e6-4a93-b3c5-d5677ccb1806\", \"20e717cf-a12f-41e5-88a7-985e82a4569d\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 0.786}}, {\"27865\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2021-12-20 23:59:05.000000+00:00\", \"2022-12-09 06:04:47.000000+00:00\", \"2020-08-10 20:45:48.000000+00:00\", \"2023-06-09 00:43:17.000000+00:00\"], \"session_ids\": [\"372f7a99-d4ee-46ff-bf21-e2d42edb0451\", \"e7e0f949-029b-42b7-8959-2459acc245dd\", \"8b4f2c68-9ba1-4591-9220-369dc2a02629\", \"c9e8aacc-a0b4-4328-96d9-25da57664255\"], \"total_duration\": 41.0, \"total_sessions\": 4, \"mean_week_duration\": 0.277}}, {\"12141\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-02-16 06:26:15.000000+00:00\", \"2020-07-02 13:54:06.000000+00:00\", \"2022-09-15 01:02:36.000000+00:00\"], \"session_ids\": [\"00a50d4e-4eae-40d1-8e89-0165e405e104\", \"08bfc25f-abd6-476a-92e9-8f45b0c877fd\", \"b550173a-e36c-42ea-b8b3-74e864ac9271\"], \"total_duration\": 26.0, \"total_sessions\": 3, \"mean_week_duration\": 0.226}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"39226\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-09-11 22:22:13.000000+00:00\", \"2021-12-30 01:00:25.000000+00:00\", \"2022-08-12 14:13:20.000000+00:00\", \"2022-11-01 13:31:44.000000+00:00\", \"2023-05-13 00:28:51.000000+00:00\"], \"session_ids\": [\"0495969f-0b13-4bdf-b05d-efaf187bd4d9\", \"78a49e5a-b019-4cdc-85d9-59d452fd02d5\", \"464a35f3-e537-4380-954f-17a6145709fd\", \"de3962bd-7807-4a64-adb1-63dffd1a6745\", \"129a7dfd-d3c5-4558-9de3-cbf46d5f274c\"], \"total_duration\": 3105.0, \"total_sessions\": 5, \"mean_week_duration\": 35.69}}, {\"89226\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-22 19:47:12.000000+00:00\", \"2021-02-26 20:46:13.000000+00:00\", \"2022-10-28 21:09:18.000000+00:00\", \"2022-06-17 21:21:10.000000+00:00\", \"2022-08-09 18:48:10.000000+00:00\"], \"session_ids\": [\"6a344728-8b17-430d-b5f9-fccf9b7f84cc\", \"00ce9685-cf6e-4bf8-b869-8e6ff41e8785\", \"c478c340-a6f5-44c5-8aaf-8f9303ac1e8f\", \"8d08e574-dae5-41b9-b9b4-b0df4ef92cfe\", \"3a153ed8-538a-46bf-abdb-b2e2dac3ca09\"], \"total_duration\": 802.0, \"total_sessions\": 5, \"mean_week_duration\": 9.218}}, {\"77610\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-08-18 10:46:12.000000+00:00\", \"2023-05-27 00:20:11.000000+00:00\"], \"session_ids\": [\"ed7ddbdb-582b-476c-876f-ed9103333e18\", \"c4df930c-c56b-442e-9290-ca2ef9d4de80\"], \"total_duration\": 414.0, \"total_sessions\": 2, \"mean_week_duration\": 10.098}}]\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[{\"39226\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-09-11 22:22:13.000000+00:00\", \"2021-12-30 01:00:25.000000+00:00\", \"2022-08-12 14:13:20.000000+00:00\", \"2022-11-01 13:31:44.000000+00:00\", \"2023-05-13 00:28:51.000000+00:00\"], \"session_ids\": [\"0495969f-0b13-4bdf-b05d-efaf187bd4d9\", \"78a49e5a-b019-4cdc-85d9-59d452fd02d5\", \"464a35f3-e537-4380-954f-17a6145709fd\", \"de3962bd-7807-4a64-adb1-63dffd1a6745\", \"129a7dfd-d3c5-4558-9de3-cbf46d5f274c\"], \"total_duration\": 3105.0, \"total_sessions\": 5, \"mean_week_duration\": 35.69}}, {\"89226\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-22 19:47:12.000000+00:00\", \"2021-02-26 20:46:13.000000+00:00\", \"2022-10-28 21:09:18.000000+00:00\", \"2022-06-17 21:21:10.000000+00:00\", \"2022-08-09 18:48:10.000000+00:00\"], \"session_ids\": [\"6a344728-8b17-430d-b5f9-fccf9b7f84cc\", \"00ce9685-cf6e-4bf8-b869-8e6ff41e8785\", \"c478c340-a6f5-44c5-8aaf-8f9303ac1e8f\", \"8d08e574-dae5-41b9-b9b4-b0df4ef92cfe\", \"3a153ed8-538a-46bf-abdb-b2e2dac3ca09\"], \"total_duration\": 802.0, \"total_sessions\": 5, \"mean_week_duration\": 9.218}}, {\"77610\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-08-18 10:46:12.000000+00:00\", \"2023-05-27 00:20:11.000000+00:00\"], \"session_ids\": [\"ed7ddbdb-582b-476c-876f-ed9103333e18\", \"c4df930c-c56b-442e-9290-ca2ef9d4de80\"], \"total_duration\": 414.0, \"total_sessions\": 2, \"mean_week_duration\": 10.098}}]\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 5 users whose quantity of sessions is strictly less than 8 and greater than 3 additionaly perform sorting by town center name form the highest value to the lowest value plus provide me only with 4 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{\"48245\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-09-24 05:31:58.000000+00:00\", \"2022-07-19 03:47:30.000000+00:00\"], \"session_ids\": [\"f7c38bb8-2086-4779-aae5-c7373304a999\", \"0958a3c2-569d-4559-83f4-c59b18fec1a5\"], \"total_duration\": 488.0, \"total_sessions\": 2, \"mean_week_duration\": 5.137}, \"5646\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-06-20 22:45:57.000000+00:00\", \"2019-05-23 06:25:51.000000+00:00\", \"2019-12-09 09:33:14.000000+00:00\", \"2021-01-10 06:37:09.000000+00:00\", \"2023-04-29 11:36:51.000000+00:00\", \"2021-05-27 19:48:10.000000+00:00\", \"2019-01-13 01:35:11.000000+00:00\", \"2019-11-28 15:09:23.000000+00:00\", \"2021-12-06 23:00:28.000000+00:00\"], \"session_ids\": [\"71d05c6b-2f2e-4981-b28f-0d022a4bbdf3\", \"f987e561-a995-42fd-a918-4d4fcc342c03\", \"933b4872-8b35-4425-ad31-239a2ce44b7c\", \"d77b6b59-516c-4759-8be2-256d7ca201d9\", \"f99248c8-95ba-45d4-b162-6358c6cbff12\", \"f0b30590-f4bf-4188-b274-a5504c38698f\", \"a201a21f-899b-40a0-92bf-2717f8bfe3b8\", \"eab32504-c662-45b9-ae0b-536ddf4272c2\", \"2c29a514-8218-4591-b571-e0999d40d56a\"], \"total_duration\": 288.0, \"total_sessions\": 9, \"mean_week_duration\": 1.286}, \"45269\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-08-31 15:34:22.000000+00:00\", \"2020-05-01 02:22:53.000000+00:00\"], \"session_ids\": [\"250e9f5b-ad33-4ebf-b54f-e179b220ec98\", \"bc0c1a38-31b3-4ec5-aaa1-7d4f30f140d9\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 2.386}, \"60096\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-10-19 09:30:59.000000+00:00\", \"2021-07-04 18:34:08.000000+00:00\", \"2022-01-21 00:16:15.000000+00:00\"], \"session_ids\": [\"bc20e52e-6e21-4183-b94b-1c215ab1cf9b\", \"66161583-d657-4688-bf32-5d1bea198741\", \"e5cddc8d-9240-4cc9-b389-2b82550f8829\"], \"total_duration\": 414.0, \"total_sessions\": 3, \"mean_week_duration\": 6.273}, \"88708\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-11-16 21:04:05.000000+00:00\", \"2021-08-28 08:05:41.000000+00:00\"], \"session_ids\": [\"8f81634a-73ae-4afe-bc46-a8bdb35a9a09\", \"971e87fe-b1bf-4486-b7ad-be2eccbbafb6\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.891}, \"64427\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-28 00:45:05.000000+00:00\", \"2020-09-10 22:46:37.000000+00:00\", \"2021-03-27 08:32:28.000000+00:00\", \"2023-01-27 15:29:07.000000+00:00\", \"2023-03-06 07:46:37.000000+00:00\", \"2022-10-16 08:53:20.000000+00:00\", \"2021-12-28 20:45:06.000000+00:00\", \"2020-08-23 19:44:02.000000+00:00\", \"2019-06-11 09:20:03.000000+00:00\"], \"session_ids\": [\"f26eb024-9767-485f-ac42-be7fdc609b15\", \"d0bff605-0c3b-4cda-8149-a87cb3888f1b\", \"53a2e1f8-a2d7-4157-a7a6-1314c560ff7f\", \"c758bbc1-0c21-4ff1-974d-2c6cf028e1f4\", \"b12e8c63-87d1-45a7-8684-ece28d772d99\", \"75d81cde-41f4-4f67-a06f-4f61b5567738\", \"2ced17d1-f796-4222-a0c3-2dc07bdff4da\", \"fdf09a94-f071-4486-88c8-796f252a4926\", \"2a0269e9-bc1a-4946-95b9-2ef1bd066488\"], \"total_duration\": 9050.0, \"total_sessions\": 9, \"mean_week_duration\": 46.41}, \"52276\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Moscow\", \"datetimes\": [\"2020-08-28 05:28:16.000000+00:00\", \"2023-05-13 03:09:59.000000+00:00\"], \"session_ids\": [\"b979548e-5def-492f-8278-b0d51c086390\", \"1ff1dfc2-9bf2-4cd4-9a95-cb447ade1658\"], \"total_duration\": 303.0, \"total_sessions\": 2, \"mean_week_duration\": 2.149}, \"26439\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-10-17 19:39:04.000000+00:00\", \"2022-07-01 02:55:24.000000+00:00\"], \"session_ids\": [\"1d05906a-60d9-4b1e-b145-323869d0d745\", \"d4c91b8f-6bae-4a8a-89c8-23df59e5e406\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 12.25}, \"19915\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-06-01 05:10:51.000000+00:00\", \"2020-07-04 18:10:12.000000+00:00\"], \"session_ids\": [\"aa46dc15-41b7-4003-83fa-241ef58d3368\", \"69cdc9eb-edff-4746-b15a-08b601465abd\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 1.979}, \"59594\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-04-10 14:11:34.000000+00:00\", \"2020-03-26 06:08:32.000000+00:00\"], \"session_ids\": [\"ef29d751-f373-4b9e-84f7-6b216444a759\", \"31bd87c2-e8ee-48fe-ab54-308d2f620440\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 2.309}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or greater than 3 and are less than 8"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_sessions\": [[3, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"60096\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-10-19 09:30:59.000000+00:00\", \"2021-07-04 18:34:08.000000+00:00\", \"2022-01-21 00:16:15.000000+00:00\"], \"session_ids\": [\"bc20e52e-6e21-4183-b94b-1c215ab1cf9b\", \"66161583-d657-4688-bf32-5d1bea198741\", \"e5cddc8d-9240-4cc9-b389-2b82550f8829\"], \"total_duration\": 414.0, \"total_sessions\": 3, \"mean_week_duration\": 6.273}}\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[{\"60096\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-10-19 09:30:59.000000+00:00\", \"2021-07-04 18:34:08.000000+00:00\", \"2022-01-21 00:16:15.000000+00:00\"], \"session_ids\": [\"bc20e52e-6e21-4183-b94b-1c215ab1cf9b\", \"66161583-d657-4688-bf32-5d1bea198741\", \"e5cddc8d-9240-4cc9-b389-2b82550f8829\"], \"total_duration\": 414.0, \"total_sessions\": 3, \"mean_week_duration\": 6.273}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 4 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"60096\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-10-19 09:30:59.000000+00:00\", \"2021-07-04 18:34:08.000000+00:00\", \"2022-01-21 00:16:15.000000+00:00\"], \"session_ids\": [\"bc20e52e-6e21-4183-b94b-1c215ab1cf9b\", \"66161583-d657-4688-bf32-5d1bea198741\", \"e5cddc8d-9240-4cc9-b389-2b82550f8829\"], \"total_duration\": 414.0, \"total_sessions\": 3, \"mean_week_duration\": 6.273}}]\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[{\"60096\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-10-19 09:30:59.000000+00:00\", \"2021-07-04 18:34:08.000000+00:00\", \"2022-01-21 00:16:15.000000+00:00\"], \"session_ids\": [\"bc20e52e-6e21-4183-b94b-1c215ab1cf9b\", \"66161583-d657-4688-bf32-5d1bea198741\", \"e5cddc8d-9240-4cc9-b389-2b82550f8829\"], \"total_duration\": 414.0, \"total_sessions\": 3, \"mean_week_duration\": 6.273}}]\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 2 users with a median of duration of sessions per week that is higher than 11, inclusive num 11 and carry out sorting by duration total form the lowest value to the highest value plus provide me only with 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"92253\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-12-30 21:08:46.000000+00:00\", \"2019-05-23 22:32:54.000000+00:00\"], \"session_ids\": [\"1d2cf11e-4c4c-44e1-8689-1c49f37fcd4c\", \"02999e99-331a-4dde-84b5-1d15c3c6d4b7\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.25}, \"6453\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-09-21 00:55:28.000000+00:00\", \"2022-01-26 01:56:19.000000+00:00\", \"2020-09-16 14:02:14.000000+00:00\"], \"session_ids\": [\"a4d50a4d-dab9-45af-9c05-4958efcad4f5\", \"331f3756-db6d-4f9c-8d69-164a22813059\", \"20c72dd7-9de4-4ba7-8e06-8a00a50a371f\"], \"total_duration\": 245.0, \"total_sessions\": 3, \"mean_week_duration\": 2.333}, \"5307\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-03-16 18:45:46.000000+00:00\", \"2019-08-01 06:39:59.000000+00:00\"], \"session_ids\": [\"a613910d-f1a5-4b09-bd47-5445cfeb07ef\", \"f0d1cfca-58b3-4fd2-be5d-44e06fd02eb5\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 6.95}, \"20426\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-09-21 14:28:52.000000+00:00\", \"2021-12-27 14:52:08.000000+00:00\"], \"session_ids\": [\"ed62275c-2570-4a1d-b855-4da4a9a2fc87\", \"98acf9ab-1edc-457e-825f-0b42ca9e64c2\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.59}, \"12395\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-09-02 18:52:44.000000+00:00\", \"2020-09-11 18:34:21.000000+00:00\"], \"session_ids\": [\"4121c7e8-dc35-40c5-8b6e-e5ac70362e06\", \"15d8bc1e-2213-4399-abcc-2118eed69e64\"], \"total_duration\": 275.0, \"total_sessions\": 2, \"mean_week_duration\": 5.392}, \"16337\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-03-22 22:27:19.000000+00:00\", \"2022-08-27 15:07:18.000000+00:00\", \"2019-12-29 05:06:54.000000+00:00\"], \"session_ids\": [\"5a34520f-862e-41ff-b8ae-c1be9ea44e07\", \"fb7585b5-8d8d-4084-b28b-39aced789571\", \"37edebd8-ab02-4854-b044-8f777dcb6b27\"], \"total_duration\": 170.0, \"total_sessions\": 3, \"mean_week_duration\": 1.223}, \"6528\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-03-13 19:47:42.000000+00:00\", \"2019-10-07 22:23:31.000000+00:00\"], \"session_ids\": [\"4293a20c-c47a-464a-a6be-c8480d843462\", \"d134df80-3dd2-413a-b38d-90947c6ea7db\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.101}, \"21139\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-06-08 07:40:47.000000+00:00\", \"2021-02-17 07:37:48.000000+00:00\", \"2020-01-07 00:14:34.000000+00:00\", \"2021-03-14 20:31:35.000000+00:00\", \"2022-03-17 14:56:00.000000+00:00\", \"2019-06-20 15:03:03.000000+00:00\"], \"session_ids\": [\"198cc83d-76ba-492d-ad23-f89268f3708c\", \"1da35872-7c2d-411c-a016-7a2a0dfdad0d\", \"482973de-717e-46ce-a739-d80d07ac6f00\", \"b10c4aa9-1246-4268-88cd-8496e5e45c5a\", \"239c4710-9a7e-4473-b641-20cb6363a991\", \"3b85c999-bfc5-4c20-87e0-17d17496467c\"], \"total_duration\": 62.0, \"total_sessions\": 6, \"mean_week_duration\": 0.3}, \"24233\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-19 09:08:06.000000+00:00\", \"2022-03-22 04:29:49.000000+00:00\", \"2022-11-12 18:42:13.000000+00:00\", \"2019-11-16 10:55:16.000000+00:00\", \"2020-05-18 20:11:46.000000+00:00\", \"2021-01-01 04:30:03.000000+00:00\", \"2023-02-19 04:26:58.000000+00:00\", \"2019-12-04 03:05:22.000000+00:00\", \"2020-06-27 09:36:07.000000+00:00\"], \"session_ids\": [\"7e6dc752-0864-4ef5-b0e4-c3ae65f301dd\", \"fc5a7ec1-075c-40f5-a24b-1eb8aaec84d5\", \"37295072-2bce-4d65-a577-71b71d47a9a8\", \"facf5037-0328-4f6b-b340-cadfc94ca4c2\", \"4c5c8bc7-ca6d-43e5-a142-f4cfb76a1b7d\", \"43b97abb-1326-40f8-91c1-1fdc8a6c911e\", \"a3173e0f-8ae3-462b-80ae-fb95fd409e00\", \"88843b05-1d92-4ab7-9d3e-88999773f405\", \"7403dd38-efae-4b69-99ea-02e3fc8b4c00\"], \"total_duration\": 118.0, \"total_sessions\": 9, \"mean_week_duration\": 0.694}, \"78381\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 8, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-11-14 18:33:26.000000+00:00\", \"2020-04-29 11:58:08.000000+00:00\"], \"session_ids\": [\"f8c76702-fe37-45b7-a54c-dc65b0dfb0a0\", \"14b704b0-be6f-4881-a3da-2670a742426d\"], \"total_duration\": 177.0, \"total_sessions\": 2, \"mean_week_duration\": 6.103}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or greater than 11"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\"]]}, \"all_values\": {\"mean_week_duration\": [[11, 26]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about 6 users who are inhabitants of cities Tegucigalpa, Ho Chi Minh City and in addition apply sorting by total sessoins count in asc order plus show me only 4 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"23826\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-12 18:21:18.000000+00:00\", \"2021-05-10 08:07:31.000000+00:00\"], \"session_ids\": [\"a6868816-8695-4fcc-92f3-382fe95b9bd2\", \"d1f98299-a6d2-4006-9d92-da6962d60693\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 4.067}, \"68228\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-02-21 01:02:47.000000+00:00\", \"2022-08-11 13:04:48.000000+00:00\", \"2022-06-11 13:01:37.000000+00:00\", \"2023-02-10 20:58:46.000000+00:00\", \"2021-04-13 00:08:15.000000+00:00\", \"2019-11-18 20:05:09.000000+00:00\", \"2019-09-03 04:54:55.000000+00:00\", \"2021-06-04 21:46:49.000000+00:00\", \"2020-11-20 11:44:54.000000+00:00\", \"2022-10-27 09:59:23.000000+00:00\", \"2019-03-22 03:36:56.000000+00:00\"], \"session_ids\": [\"ca70bde5-2ab3-4d66-92e5-d2fb07e2390c\", \"c9a3f597-4ad2-4fa3-bd24-a74894754ca9\", \"7b4e41cf-fe24-4996-b1f2-ed4eb194c47d\", \"09a955be-ba09-40e2-8f04-21477e5265ea\", \"bc270bea-2576-4683-a4c0-332d457cebec\", \"e1b63725-f03a-4f7e-9d29-0022b648892c\", \"99693517-a9c0-4e7c-93a7-5ddce3b93963\", \"7ca92991-2227-458e-8fc8-e51c313f355e\", \"3897ecf7-9e56-4ea5-9a4d-11d2f60cb3ff\", \"d09dec4e-6aa8-4e55-bafe-73ba10767e26\", \"9ac06344-a578-456d-a53a-3596229faa9c\"], \"total_duration\": 13237.0, \"total_sessions\": 11, \"mean_week_duration\": 64.571}, \"90427\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-02-07 00:45:15.000000+00:00\", \"2022-01-04 14:45:57.000000+00:00\"], \"session_ids\": [\"01967fa0-6816-42d5-b310-cd18697418a3\", \"bd177a9b-bf66-44b8-a3ce-7c0ed9c84fe3\"], \"total_duration\": 342.0, \"total_sessions\": 2, \"mean_week_duration\": 2.25}, \"96054\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-04-30 03:35:12.000000+00:00\", \"2021-07-17 08:54:50.000000+00:00\", \"2023-05-15 03:38:28.000000+00:00\", \"2020-06-28 06:01:52.000000+00:00\", \"2022-09-19 07:51:50.000000+00:00\"], \"session_ids\": [\"1b277759-53f3-4459-ad95-6cc9ef1541d4\", \"14ec8840-eb60-4622-8031-3bf57a1767df\", \"94858125-e12c-4fd5-92df-2f0d1e2f62e3\", \"f4f35c02-2597-4892-a8ee-e4c6fe4d4890\", \"68013721-1d1d-4c6a-bf26-12ff612804b0\"], \"total_duration\": 302.0, \"total_sessions\": 5, \"mean_week_duration\": 1.899}, \"64085\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-06-07 00:48:27.000000+00:00\", \"2019-03-20 11:40:29.000000+00:00\", \"2020-09-10 17:07:26.000000+00:00\"], \"session_ids\": [\"f112f00e-d066-485f-a87e-01a4d2bef579\", \"b357c40a-db72-4f93-a5ff-9271808a4d17\", \"294501f8-f3f7-45a0-bebf-de6e96bad5a3\"], \"total_duration\": 161.0, \"total_sessions\": 3, \"mean_week_duration\": 0.958}, \"26460\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-14 11:02:17.000000+00:00\", \"2023-03-25 09:21:18.000000+00:00\", \"2019-08-14 13:11:08.000000+00:00\", \"2019-06-03 03:32:57.000000+00:00\", \"2019-05-03 01:56:06.000000+00:00\", \"2020-03-13 01:22:46.000000+00:00\", \"2019-01-31 09:16:24.000000+00:00\", \"2019-11-17 11:09:51.000000+00:00\", \"2022-01-15 13:05:24.000000+00:00\", \"2021-03-25 01:45:52.000000+00:00\", \"2022-06-14 01:07:19.000000+00:00\"], \"session_ids\": [\"577ab2fe-b61d-43af-82c5-eb8ea6bce4d7\", \"0e451a9c-bccc-4104-bf52-33dc72fb703b\", \"d61b8426-35a4-4671-a184-df874c251669\", \"522805ce-8514-4616-91ae-862669dbe7a1\", \"90b8cd2f-5950-4107-923a-693c10a17a17\", \"40050a63-01ef-42d7-8fed-e3e0c05c2be9\", \"8c317763-b72f-40d7-b132-4a2ee19ddccb\", \"bac80785-98ae-43bb-b915-9219a3cff2f7\", \"31a4e333-ab69-498e-bcfd-8fe28d69dc40\", \"97bc6649-dff9-4184-8a3e-78c433ac0cbe\", \"0f256ad4-11ed-43d2-8197-e7e4883e151a\"], \"total_duration\": 208.0, \"total_sessions\": 11, \"mean_week_duration\": 0.959}, \"83333\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-10-13 11:26:37.000000+00:00\", \"2019-01-17 02:11:09.000000+00:00\", \"2022-02-22 19:04:59.000000+00:00\", \"2022-03-01 01:57:42.000000+00:00\", \"2021-01-07 08:48:13.000000+00:00\"], \"session_ids\": [\"da56f92a-0a78-43ea-85e3-7141ae0b4296\", \"e20de4ca-e65c-4d7a-a529-33b6e22f5707\", \"d37f9351-8e4a-4096-9743-4c219849d8d5\", \"a8049412-6b2d-406f-baed-75ff3bb56961\", \"05eeafdd-c5ca-4c81-8379-2859a8dbb174\"], \"total_duration\": 279.0, \"total_sessions\": 5, \"mean_week_duration\": 1.712}, \"71785\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-01-09 21:21:44.000000+00:00\", \"2020-03-29 05:26:11.000000+00:00\", \"2019-10-25 04:39:51.000000+00:00\", \"2019-10-29 01:55:51.000000+00:00\"], \"session_ids\": [\"a8f7d965-12c4-45ca-a3eb-2ad09a1fdcc0\", \"b666de86-c632-4c9b-ab61-317a7f60b4df\", \"bb777d55-410f-44ce-a20b-f5ace2ba01dc\", \"38264a8e-bbef-430d-9749-5817761533fc\"], \"total_duration\": 677.0, \"total_sessions\": 4, \"mean_week_duration\": 4.03}, \"20730\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-05-04 19:24:42.000000+00:00\", \"2020-06-29 07:03:13.000000+00:00\", \"2022-10-25 12:56:51.000000+00:00\", \"2020-10-06 13:29:54.000000+00:00\"], \"session_ids\": [\"6702fa40-fba1-4046-9ad3-ce3eb033119a\", \"b572913c-8bb7-4a81-ba5d-02313ed8f9d2\", \"7086b93c-7e8b-419a-b444-69b08dc5f1f2\", \"89a04062-1034-4633-b6da-8daf025b1d3c\"], \"total_duration\": 396.0, \"total_sessions\": 4, \"mean_week_duration\": 2.658}, \"16753\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-02-19 21:33:46.000000+00:00\", \"2020-10-07 22:50:36.000000+00:00\"], \"session_ids\": [\"a68e9749-bd44-4b2b-8892-96d5b81a65e5\", \"1b1738f0-a395-491d-b4eb-bdfc911e46ca\"], \"total_duration\": 366.0, \"total_sessions\": 2, \"mean_week_duration\": 4.256}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Tegucigalpa, Ho Chi Minh City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Tegucigalpa\", \"Ho Chi Minh City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Share insights on 8 users with a sum of sessions of sessions that is below 5, inclusive num 5 , moreover carry out sorting by name of the town ascendingly additionaly display only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"34026\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-03 13:57:39.000000+00:00\", \"2022-01-21 01:19:35.000000+00:00\"], \"session_ids\": [\"48a71272-469b-464f-982f-05233696c066\", \"f1b7fa67-df5a-4965-ad43-0cc6dde73bd0\"], \"total_duration\": 388.0, \"total_sessions\": 2, \"mean_week_duration\": 3.233}, \"60945\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-03-24 14:20:56.000000+00:00\", \"2022-09-07 18:59:28.000000+00:00\", \"2022-10-26 18:17:11.000000+00:00\", \"2021-06-27 18:44:19.000000+00:00\", \"2021-09-19 22:09:05.000000+00:00\", \"2019-12-18 12:02:50.000000+00:00\", \"2022-05-18 08:47:33.000000+00:00\", \"2020-07-23 18:33:59.000000+00:00\", \"2020-02-19 20:24:28.000000+00:00\", \"2021-05-30 22:53:46.000000+00:00\", \"2022-10-06 23:58:06.000000+00:00\"], \"session_ids\": [\"fc4fb2e8-2ba5-480e-adbc-7dd4b76d5335\", \"ae8867b8-591b-4455-bfb8-997559f10744\", \"c2af05d0-ebfd-4302-b2ae-a9ec69feebd5\", \"8374b068-1737-4574-8a1c-616968f8ac7e\", \"16db72ef-8854-483f-b687-b4425d3c926c\", \"f305e69a-01cf-4d0f-9c82-77d43770a737\", \"818a409a-fe65-4cd3-8ec3-66caa62551ae\", \"14743369-2130-4a30-8438-9c8720a05299\", \"d5eff7fc-1ce5-4277-9f1a-92a8b7cca188\", \"8ca7da93-ff5a-4404-b3eb-02eef12815a5\", \"aac73777-d4f6-4f41-906d-392ece4ca7c3\"], \"total_duration\": 208.0, \"total_sessions\": 11, \"mean_week_duration\": 1.396}, \"33666\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-04-09 14:15:45.000000+00:00\", \"2021-06-20 23:43:02.000000+00:00\", \"2019-11-19 16:14:21.000000+00:00\"], \"session_ids\": [\"042a9ffd-4f11-424a-8542-7d9afb5a0619\", \"83395d41-3ca7-420c-aff6-37e63adce580\", \"2a786ebd-067a-4538-a935-b820c825c99f\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.322}, \"67775\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-10-09 18:09:15.000000+00:00\", \"2022-04-12 01:45:14.000000+00:00\", \"2019-05-13 15:32:42.000000+00:00\", \"2019-11-19 05:42:29.000000+00:00\"], \"session_ids\": [\"9b1de08a-a6fc-440f-a9ec-6332ebed8c00\", \"76210343-c639-4ac2-9c46-8ca18fb2a637\", \"a9f746c1-dd1d-41f1-ba3c-b9e7f6f6826c\", \"aac5e834-8b06-41ef-87f1-7177a390a2ad\"], \"total_duration\": 1186.0, \"total_sessions\": 4, \"mean_week_duration\": 7.803}, \"39519\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-02-02 02:29:39.000000+00:00\", \"2020-05-04 08:51:56.000000+00:00\"], \"session_ids\": [\"58ff5457-5e6a-4153-a297-493aeeafba65\", \"c5c0eb58-6c6c-4d6e-b1e4-48ff31904dd3\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 9.286}, \"50440\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-10-12 07:02:47.000000+00:00\", \"2020-12-28 14:20:39.000000+00:00\", \"2020-12-20 10:11:58.000000+00:00\", \"2023-05-30 08:12:20.000000+00:00\", \"2023-05-19 10:08:39.000000+00:00\", \"2021-08-20 22:58:44.000000+00:00\", \"2020-05-10 11:39:09.000000+00:00\"], \"session_ids\": [\"a232ab9a-11ea-46fb-b485-98cbdb15fa51\", \"9d8362de-c895-44bc-92e4-a44316f085cb\", \"7e8f2cb0-00cd-47f4-8908-590731c62356\", \"f0c73842-d96c-4b8b-8369-84ca8ba1c929\", \"97854a2b-df5e-4c56-9d01-8eebf31e2605\", \"34c05765-e7ed-4810-8289-25090bdb0e2d\", \"05d2c827-11ca-416a-af8d-92c2217a35e1\"], \"total_duration\": 302.0, \"total_sessions\": 7, \"mean_week_duration\": 1.887}, \"66301\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-07-23 21:18:08.000000+00:00\", \"2020-08-31 02:37:28.000000+00:00\", \"2019-11-25 12:15:46.000000+00:00\", \"2019-08-27 17:38:27.000000+00:00\", \"2019-12-12 03:03:41.000000+00:00\"], \"session_ids\": [\"57d23bbf-6ccd-49b2-bc92-8083ca70100c\", \"8a96fa3f-d56a-4f46-bc8c-22dd2f17c3c4\", \"5cd1116f-2e45-4af2-af35-d9940e28bb35\", \"fb1c4b0d-b546-41f7-9c88-9f11759b303c\", \"85911139-3cf9-4d11-b081-dc57ca8c0cc5\"], \"total_duration\": 568.0, \"total_sessions\": 5, \"mean_week_duration\": 5.68}, \"68936\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-11-10 06:48:21.000000+00:00\", \"2020-11-24 00:19:27.000000+00:00\", \"2022-04-02 19:33:44.000000+00:00\", \"2023-06-05 12:27:00.000000+00:00\", \"2022-07-18 05:30:50.000000+00:00\", \"2021-03-11 20:10:49.000000+00:00\", \"2021-02-22 08:42:03.000000+00:00\", \"2019-05-25 11:10:32.000000+00:00\", \"2020-06-24 04:34:09.000000+00:00\", \"2022-03-28 18:11:51.000000+00:00\"], \"session_ids\": [\"3df598f7-3121-4b24-9f28-946121e19705\", \"d4e60939-4108-427a-9212-ce90c84ba097\", \"1b9ccb6d-17d4-411b-b679-677ea7ed94f5\", \"1a9a5086-f388-49c3-afa9-291a599ebf7b\", \"704f4210-1435-4fa9-b548-f2cf1b758911\", \"520c208f-175e-4774-b893-0dd1ffd38205\", \"78cad38a-dd93-4c01-8add-d4c86ac7a743\", \"0d843058-9cc4-4ebc-bccf-10fc3cdd8f6e\", \"ca26464c-2403-436a-b1ea-c171ca5ec408\", \"b458e9f7-c8f4-4c45-b040-d196fa58ecfc\"], \"total_duration\": 21266.0, \"total_sessions\": 10, \"mean_week_duration\": 100.787}, \"39737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-08-27 02:06:51.000000+00:00\", \"2021-03-10 08:41:55.000000+00:00\"], \"session_ids\": [\"5cfbed98-c6c2-4825-9299-b4393bd0828c\", \"b5e5ed62-b827-4266-8387-ea3c957d5508\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 2.013}, \"43465\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-02-01 06:14:48.000000+00:00\", \"2020-04-09 04:23:48.000000+00:00\", \"2019-02-23 09:32:05.000000+00:00\", \"2019-04-07 18:08:17.000000+00:00\", \"2020-12-08 21:11:16.000000+00:00\", \"2022-01-10 17:06:46.000000+00:00\"], \"session_ids\": [\"e449104a-990f-415b-ac40-7a0111ebfe25\", \"7c98534f-a9da-4ca2-a664-1c33463bac98\", \"6ca2744e-91cb-4b18-ba69-623085d53faf\", \"5bc6d211-b9cc-45fc-94f6-f434226a4f42\", \"4ffb76bb-14a3-4d0a-bf49-0ae1050fb8a6\", \"b0b2a961-487e-4baf-892a-dcc13a7203af\"], \"total_duration\": 3742.0, \"total_sessions\": 6, \"mean_week_duration\": 24.781}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or less than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\"]]}, \"all_values\": {\"total_sessions\": [[5, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"34026\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-03 13:57:39.000000+00:00\", \"2022-01-21 01:19:35.000000+00:00\"], \"session_ids\": [\"48a71272-469b-464f-982f-05233696c066\", \"f1b7fa67-df5a-4965-ad43-0cc6dde73bd0\"], \"total_duration\": 388.0, \"total_sessions\": 2, \"mean_week_duration\": 3.233}, \"33666\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-04-09 14:15:45.000000+00:00\", \"2021-06-20 23:43:02.000000+00:00\", \"2019-11-19 16:14:21.000000+00:00\"], \"session_ids\": [\"042a9ffd-4f11-424a-8542-7d9afb5a0619\", \"83395d41-3ca7-420c-aff6-37e63adce580\", \"2a786ebd-067a-4538-a935-b820c825c99f\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.322}, \"67775\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-10-09 18:09:15.000000+00:00\", \"2022-04-12 01:45:14.000000+00:00\", \"2019-05-13 15:32:42.000000+00:00\", \"2019-11-19 05:42:29.000000+00:00\"], \"session_ids\": [\"9b1de08a-a6fc-440f-a9ec-6332ebed8c00\", \"76210343-c639-4ac2-9c46-8ca18fb2a637\", \"a9f746c1-dd1d-41f1-ba3c-b9e7f6f6826c\", \"aac5e834-8b06-41ef-87f1-7177a390a2ad\"], \"total_duration\": 1186.0, \"total_sessions\": 4, \"mean_week_duration\": 7.803}, \"39519\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-02-02 02:29:39.000000+00:00\", \"2020-05-04 08:51:56.000000+00:00\"], \"session_ids\": [\"58ff5457-5e6a-4153-a297-493aeeafba65\", \"c5c0eb58-6c6c-4d6e-b1e4-48ff31904dd3\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 9.286}, \"66301\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-07-23 21:18:08.000000+00:00\", \"2020-08-31 02:37:28.000000+00:00\", \"2019-11-25 12:15:46.000000+00:00\", \"2019-08-27 17:38:27.000000+00:00\", \"2019-12-12 03:03:41.000000+00:00\"], \"session_ids\": [\"57d23bbf-6ccd-49b2-bc92-8083ca70100c\", \"8a96fa3f-d56a-4f46-bc8c-22dd2f17c3c4\", \"5cd1116f-2e45-4af2-af35-d9940e28bb35\", \"fb1c4b0d-b546-41f7-9c88-9f11759b303c\", \"85911139-3cf9-4d11-b081-dc57ca8c0cc5\"], \"total_duration\": 568.0, \"total_sessions\": 5, \"mean_week_duration\": 5.68}, \"39737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-08-27 02:06:51.000000+00:00\", \"2021-03-10 08:41:55.000000+00:00\"], \"session_ids\": [\"5cfbed98-c6c2-4825-9299-b4393bd0828c\", \"b5e5ed62-b827-4266-8387-ea3c957d5508\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 2.013}}\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[{\"33666\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-04-09 14:15:45.000000+00:00\", \"2021-06-20 23:43:02.000000+00:00\", \"2019-11-19 16:14:21.000000+00:00\"], \"session_ids\": [\"042a9ffd-4f11-424a-8542-7d9afb5a0619\", \"83395d41-3ca7-420c-aff6-37e63adce580\", \"2a786ebd-067a-4538-a935-b820c825c99f\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.322}}, {\"66301\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-07-23 21:18:08.000000+00:00\", \"2020-08-31 02:37:28.000000+00:00\", \"2019-11-25 12:15:46.000000+00:00\", \"2019-08-27 17:38:27.000000+00:00\", \"2019-12-12 03:03:41.000000+00:00\"], \"session_ids\": [\"57d23bbf-6ccd-49b2-bc92-8083ca70100c\", \"8a96fa3f-d56a-4f46-bc8c-22dd2f17c3c4\", \"5cd1116f-2e45-4af2-af35-d9940e28bb35\", \"fb1c4b0d-b546-41f7-9c88-9f11759b303c\", \"85911139-3cf9-4d11-b081-dc57ca8c0cc5\"], \"total_duration\": 568.0, \"total_sessions\": 5, \"mean_week_duration\": 5.68}}, {\"67775\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-10-09 18:09:15.000000+00:00\", \"2022-04-12 01:45:14.000000+00:00\", \"2019-05-13 15:32:42.000000+00:00\", \"2019-11-19 05:42:29.000000+00:00\"], \"session_ids\": [\"9b1de08a-a6fc-440f-a9ec-6332ebed8c00\", \"76210343-c639-4ac2-9c46-8ca18fb2a637\", \"a9f746c1-dd1d-41f1-ba3c-b9e7f6f6826c\", \"aac5e834-8b06-41ef-87f1-7177a390a2ad\"], \"total_duration\": 1186.0, \"total_sessions\": 4, \"mean_week_duration\": 7.803}}, {\"34026\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-03 13:57:39.000000+00:00\", \"2022-01-21 01:19:35.000000+00:00\"], \"session_ids\": [\"48a71272-469b-464f-982f-05233696c066\", \"f1b7fa67-df5a-4965-ad43-0cc6dde73bd0\"], \"total_duration\": 388.0, \"total_sessions\": 2, \"mean_week_duration\": 3.233}}, {\"39519\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-02-02 02:29:39.000000+00:00\", \"2020-05-04 08:51:56.000000+00:00\"], \"session_ids\": [\"58ff5457-5e6a-4153-a297-493aeeafba65\", \"c5c0eb58-6c6c-4d6e-b1e4-48ff31904dd3\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 9.286}}, {\"39737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-08-27 02:06:51.000000+00:00\", \"2021-03-10 08:41:55.000000+00:00\"], \"session_ids\": [\"5cfbed98-c6c2-4825-9299-b4393bd0828c\", \"b5e5ed62-b827-4266-8387-ea3c957d5508\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 2.013}}]\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[{\"33666\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-04-09 14:15:45.000000+00:00\", \"2021-06-20 23:43:02.000000+00:00\", \"2019-11-19 16:14:21.000000+00:00\"], \"session_ids\": [\"042a9ffd-4f11-424a-8542-7d9afb5a0619\", \"83395d41-3ca7-420c-aff6-37e63adce580\", \"2a786ebd-067a-4538-a935-b820c825c99f\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.322}}, {\"66301\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-07-23 21:18:08.000000+00:00\", \"2020-08-31 02:37:28.000000+00:00\", \"2019-11-25 12:15:46.000000+00:00\", \"2019-08-27 17:38:27.000000+00:00\", \"2019-12-12 03:03:41.000000+00:00\"], \"session_ids\": [\"57d23bbf-6ccd-49b2-bc92-8083ca70100c\", \"8a96fa3f-d56a-4f46-bc8c-22dd2f17c3c4\", \"5cd1116f-2e45-4af2-af35-d9940e28bb35\", \"fb1c4b0d-b546-41f7-9c88-9f11759b303c\", \"85911139-3cf9-4d11-b081-dc57ca8c0cc5\"], \"total_duration\": 568.0, \"total_sessions\": 5, \"mean_week_duration\": 5.68}}, {\"67775\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-10-09 18:09:15.000000+00:00\", \"2022-04-12 01:45:14.000000+00:00\", \"2019-05-13 15:32:42.000000+00:00\", \"2019-11-19 05:42:29.000000+00:00\"], \"session_ids\": [\"9b1de08a-a6fc-440f-a9ec-6332ebed8c00\", \"76210343-c639-4ac2-9c46-8ca18fb2a637\", \"a9f746c1-dd1d-41f1-ba3c-b9e7f6f6826c\", \"aac5e834-8b06-41ef-87f1-7177a390a2ad\"], \"total_duration\": 1186.0, \"total_sessions\": 4, \"mean_week_duration\": 7.803}}]\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[{\"33666\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-04-09 14:15:45.000000+00:00\", \"2021-06-20 23:43:02.000000+00:00\", \"2019-11-19 16:14:21.000000+00:00\"], \"session_ids\": [\"042a9ffd-4f11-424a-8542-7d9afb5a0619\", \"83395d41-3ca7-420c-aff6-37e63adce580\", \"2a786ebd-067a-4538-a935-b820c825c99f\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.322}}, {\"66301\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-07-23 21:18:08.000000+00:00\", \"2020-08-31 02:37:28.000000+00:00\", \"2019-11-25 12:15:46.000000+00:00\", \"2019-08-27 17:38:27.000000+00:00\", \"2019-12-12 03:03:41.000000+00:00\"], \"session_ids\": [\"57d23bbf-6ccd-49b2-bc92-8083ca70100c\", \"8a96fa3f-d56a-4f46-bc8c-22dd2f17c3c4\", \"5cd1116f-2e45-4af2-af35-d9940e28bb35\", \"fb1c4b0d-b546-41f7-9c88-9f11759b303c\", \"85911139-3cf9-4d11-b081-dc57ca8c0cc5\"], \"total_duration\": 568.0, \"total_sessions\": 5, \"mean_week_duration\": 5.68}}, {\"67775\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-10-09 18:09:15.000000+00:00\", \"2022-04-12 01:45:14.000000+00:00\", \"2019-05-13 15:32:42.000000+00:00\", \"2019-11-19 05:42:29.000000+00:00\"], \"session_ids\": [\"9b1de08a-a6fc-440f-a9ec-6332ebed8c00\", \"76210343-c639-4ac2-9c46-8ca18fb2a637\", \"a9f746c1-dd1d-41f1-ba3c-b9e7f6f6826c\", \"aac5e834-8b06-41ef-87f1-7177a390a2ad\"], \"total_duration\": 1186.0, \"total_sessions\": 4, \"mean_week_duration\": 7.803}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me regarding 2 users who are users with smallest value of total duration also do sorting by name of the city 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{\"1720\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-03 01:42:06.000000+00:00\", \"2020-05-17 17:12:42.000000+00:00\"], \"session_ids\": [\"8ab99b4e-82a0-4125-9486-e5837dcdbcf1\", \"2d050d65-136a-468b-bac4-94b72b8e0db9\"], \"total_duration\": 217.0, \"total_sessions\": 2, \"mean_week_duration\": 3.678}, \"56313\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-13 22:56:14.000000+00:00\", \"2022-07-05 07:26:57.000000+00:00\"], \"session_ids\": [\"de7bcfe4-6f6a-4aaf-808a-dccfb5837997\", \"9a6264ce-fcad-4026-aefc-2b746ef5b8d1\"], \"total_duration\": 307.0, \"total_sessions\": 2, \"mean_week_duration\": 6.822}, \"64910\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-11-24 06:52:42.000000+00:00\", \"2020-09-27 12:12:36.000000+00:00\", \"2019-02-23 13:33:24.000000+00:00\"], \"session_ids\": [\"72fdc054-b03e-43d8-ba01-96c9629b09b3\", \"a5462d4d-4b3b-45d6-a403-4aa60bdae175\", \"9c5eea34-a768-4159-84e9-e49365de4ccb\"], \"total_duration\": 58.0, \"total_sessions\": 3, \"mean_week_duration\": 0.296}, \"49110\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-05-20 08:04:01.000000+00:00\", \"2021-01-19 17:08:35.000000+00:00\"], \"session_ids\": [\"0c66d8f5-5fba-4f76-8af8-45d98d87de72\", \"1f3add68-fcb8-4a06-a20f-3452257bb855\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 2.984}, \"50151\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-01-04 01:01:47.000000+00:00\", \"2022-05-07 04:49:03.000000+00:00\"], \"session_ids\": [\"e67edae1-9c41-468b-bdeb-465640e99b82\", \"44e2793c-62b2-4dae-a463-3c2fabb78af9\"], \"total_duration\": 434.0, \"total_sessions\": 2, \"mean_week_duration\": 12.4}, \"43168\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-01-07 17:31:07.000000+00:00\", \"2019-02-20 23:31:54.000000+00:00\", \"2021-04-11 06:42:30.000000+00:00\", \"2023-02-25 03:32:33.000000+00:00\", \"2021-06-08 20:12:01.000000+00:00\", \"2021-12-21 05:23:24.000000+00:00\", \"2020-11-18 08:25:46.000000+00:00\", \"2023-04-19 19:14:44.000000+00:00\", \"2019-07-19 19:46:18.000000+00:00\"], \"session_ids\": [\"54530c04-b36c-4bb5-9b59-8925b4af5570\", \"88ecf313-a955-4fff-897a-85fd921ce4bd\", \"eea62503-923e-4b12-913a-0158bc5db9a8\", \"a7af22f7-1852-401c-aab8-f28171a607fa\", \"b2476b0c-3c0f-4a05-a9c1-b5eee516bb49\", \"da603068-672c-434c-b50d-89991ec3882e\", \"6bd5ff4c-4abb-40b5-b6ea-69536d4b6fc2\", \"fe8d0baa-de2a-4608-87ad-cc3227cb017d\", \"2bfeca8f-42ea-4d41-aa42-3b57d45beea8\"], \"total_duration\": 478.0, \"total_sessions\": 9, \"mean_week_duration\": 2.203}, \"35760\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-06-19 06:37:00.000000+00:00\", \"2020-07-31 02:35:10.000000+00:00\"], \"session_ids\": [\"bd2cdacf-2b7f-4bb2-9beb-1b7855524d40\", \"b80d4a47-3c2a-4202-86a3-77b54085a15e\"], \"total_duration\": 430.0, \"total_sessions\": 2, \"mean_week_duration\": 2.848}, \"11747\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-10-27 01:52:22.000000+00:00\", \"2019-05-11 09:47:15.000000+00:00\", \"2020-12-02 19:15:26.000000+00:00\", \"2019-02-23 07:52:47.000000+00:00\", \"2021-12-02 08:44:13.000000+00:00\"], \"session_ids\": [\"1c807f99-bcba-4b25-87a3-9ca6c93c79cc\", \"12debfb6-9845-47e7-8104-580fd8d551f9\", \"44941783-cc03-4d95-bea0-e468e9cc1865\", \"4add31d9-b178-4ad3-ad2c-36c4cf0fa15c\", \"b2f8669f-13ce-4a48-8b79-75c2139a6c03\"], \"total_duration\": 1206.0, \"total_sessions\": 5, \"mean_week_duration\": 8.317}, \"5721\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-06-20 10:41:53.000000+00:00\", \"2023-05-10 06:50:47.000000+00:00\"], \"session_ids\": [\"49b0d3e6-ec9f-4e78-b00a-85974d078489\", \"deb37508-6f99-40ad-af56-7e2e46c92e4d\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 1.617}, \"21222\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-07-05 23:48:49.000000+00:00\", \"2020-02-23 20:25:40.000000+00:00\"], \"session_ids\": [\"bb42712d-1582-4ec8-80df-0f82b897a7ad\", \"1d69620c-2285-443d-b74d-6a903344966c\"], \"total_duration\": 148.0, \"total_sessions\": 2, \"mean_week_duration\": 7.789}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the lowest 2 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": false, \"quant_to_remain\": 2}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"64910\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-11-24 06:52:42.000000+00:00\", \"2020-09-27 12:12:36.000000+00:00\", \"2019-02-23 13:33:24.000000+00:00\"], \"session_ids\": [\"72fdc054-b03e-43d8-ba01-96c9629b09b3\", \"a5462d4d-4b3b-45d6-a403-4aa60bdae175\", \"9c5eea34-a768-4159-84e9-e49365de4ccb\"], \"total_duration\": 58.0, \"total_sessions\": 3, \"mean_week_duration\": 0.296}}, {\"5721\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-06-20 10:41:53.000000+00:00\", \"2023-05-10 06:50:47.000000+00:00\"], \"session_ids\": [\"49b0d3e6-ec9f-4e78-b00a-85974d078489\", \"deb37508-6f99-40ad-af56-7e2e46c92e4d\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 1.617}}, {\"21222\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-07-05 23:48:49.000000+00:00\", \"2020-02-23 20:25:40.000000+00:00\"], \"session_ids\": [\"bb42712d-1582-4ec8-80df-0f82b897a7ad\", \"1d69620c-2285-443d-b74d-6a903344966c\"], \"total_duration\": 148.0, \"total_sessions\": 2, \"mean_week_duration\": 7.789}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"5721\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-06-20 10:41:53.000000+00:00\", \"2023-05-10 06:50:47.000000+00:00\"], \"session_ids\": [\"49b0d3e6-ec9f-4e78-b00a-85974d078489\", \"deb37508-6f99-40ad-af56-7e2e46c92e4d\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 1.617}}, {\"64910\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-11-24 06:52:42.000000+00:00\", \"2020-09-27 12:12:36.000000+00:00\", \"2019-02-23 13:33:24.000000+00:00\"], \"session_ids\": [\"72fdc054-b03e-43d8-ba01-96c9629b09b3\", \"a5462d4d-4b3b-45d6-a403-4aa60bdae175\", \"9c5eea34-a768-4159-84e9-e49365de4ccb\"], \"total_duration\": 58.0, \"total_sessions\": 3, \"mean_week_duration\": 0.296}}, {\"21222\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-07-05 23:48:49.000000+00:00\", \"2020-02-23 20:25:40.000000+00:00\"], \"session_ids\": [\"bb42712d-1582-4ec8-80df-0f82b897a7ad\", \"1d69620c-2285-443d-b74d-6a903344966c\"], \"total_duration\": 148.0, \"total_sessions\": 2, \"mean_week_duration\": 7.789}}]\n```\n"
}
] |
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