conversations
list |
|---|
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"74739\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-06-30 20:05:52.000000+00:00\", \"2022-10-18 03:50:18.000000+00:00\", \"2021-08-23 04:28:57.000000+00:00\", \"2019-10-16 07:10:49.000000+00:00\", \"2020-01-20 09:31:26.000000+00:00\"], \"session_ids\": [\"a71235c8-5149-48d5-974e-19070f0ffe73\", \"763cdfd5-e7bc-43b2-b508-b5a528d1b721\", \"228ee543-9fbf-40ec-8370-9a0a86d83fc8\", \"3c91a87f-b47d-4c33-bf57-aa34ddd71471\", \"78b3956c-4ec9-4b72-9f97-996723f040d2\"], \"total_duration\": 3223.0, \"total_sessions\": 5, \"mean_week_duration\": 20.529}, \"86371\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 4, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-03-04 06:32:25.000000+00:00\", \"2021-03-31 12:00:39.000000+00:00\"], \"session_ids\": [\"153f1d8f-9e27-4254-9f3e-67bf072c32b9\", \"884462c9-4682-4fd5-8749-a8c98578296a\"], \"total_duration\": 160.0, \"total_sessions\": 2, \"mean_week_duration\": 40.0}, \"94266\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-07-15 21:39:42.000000+00:00\", \"2022-06-16 08:11:24.000000+00:00\"], \"session_ids\": [\"19aa100c-77f9-476d-a031-3608112dece8\", \"c30c526f-d902-40f8-8a38-279200b38c4b\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 2.167}, \"70133\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-08-14 03:22:34.000000+00:00\", \"2021-01-07 15:42:44.000000+00:00\", \"2020-01-23 10:33:37.000000+00:00\", \"2022-08-08 22:23:01.000000+00:00\", \"2023-03-30 17:41:07.000000+00:00\", \"2020-12-06 13:33:20.000000+00:00\", \"2020-09-13 20:15:43.000000+00:00\", \"2022-03-06 19:49:09.000000+00:00\"], \"session_ids\": [\"3d1ebe98-4622-456f-98c3-bc2b49a94150\", \"a9cd306c-b943-443f-9842-8017f99173d5\", \"200e6a85-4e36-4b22-aab7-8876d76bdb97\", \"1f7db254-b5be-4d6e-8a3e-564aa479bf7a\", \"6aecb761-0c5b-4900-8edf-c11b94d1e568\", \"3a3826dc-524d-44a4-bf98-a11c1a713f55\", \"aa1a64bf-28d0-46b5-9acd-d8113e3acfb8\", \"8166d824-12ea-4c8b-aed9-c8ccc619f56a\"], \"total_duration\": 14868.0, \"total_sessions\": 8, \"mean_week_duration\": 89.566}, \"54721\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-11-04 02:37:36.000000+00:00\", \"2021-06-12 17:51:49.000000+00:00\", \"2021-04-28 05:50:34.000000+00:00\"], \"session_ids\": [\"d8ac36b6-0f92-4396-be4c-a4a0d5b9fd3a\", \"0f1b382e-9e7e-471b-a31e-444ff43d5d5d\", \"fe02b9a2-39c3-4393-b027-5bf3fedc2b19\"], \"total_duration\": 40.0, \"total_sessions\": 3, \"mean_week_duration\": 0.5}, \"94833\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-02-17 13:26:29.000000+00:00\", \"2020-06-04 17:54:27.000000+00:00\"], \"session_ids\": [\"6db8ecad-fef9-437a-86f5-f0fae2790f92\", \"82a3e2ae-9df1-41f5-8687-67d1ff639973\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.305}, \"35890\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-03-29 00:20:22.000000+00:00\", \"2020-10-18 16:32:41.000000+00:00\"], \"session_ids\": [\"d4d25d2d-ee44-4223-a51c-9566609ce4a4\", \"f52d7c42-38cb-4469-88a4-a13522a6c514\"], \"total_duration\": 229.0, \"total_sessions\": 2, \"mean_week_duration\": 7.897}, \"66898\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-05-15 09:51:23.000000+00:00\", \"2020-11-09 12:06:17.000000+00:00\"], \"session_ids\": [\"4ff264c2-dfcb-4c6d-9a41-b1de01304eb7\", \"77880107-46cc-45f6-a24a-a197434a30af\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 6.615}, \"89118\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-03-20 20:28:03.000000+00:00\", \"2023-06-01 17:22:24.000000+00:00\"], \"session_ids\": [\"212e5ad2-368a-40f9-859f-464c99e474ca\", \"f5f3846d-f56e-422d-9da5-07854e87e291\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 0.8}, \"3588\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-11-27 14:08:04.000000+00:00\", \"2022-10-10 19:05:07.000000+00:00\", \"2021-12-30 12:25:09.000000+00:00\", \"2021-03-30 09:52:32.000000+00:00\", \"2019-09-20 14:47:38.000000+00:00\", \"2021-09-06 22:23:15.000000+00:00\", \"2020-05-26 22:31:37.000000+00:00\", \"2019-02-03 19:53:10.000000+00:00\", \"2022-12-03 15:01:56.000000+00:00\", \"2022-02-11 21:18:49.000000+00:00\", \"2023-03-01 10:24:13.000000+00:00\"], \"session_ids\": [\"e9665a03-c22e-4af9-b24f-b2ca7b5d475b\", \"ba66704b-ed81-41d2-826b-0dd0e061cd6b\", \"e7a62743-aa72-47dd-baab-ed81a0eb6508\", \"2566ba5d-f76f-45c7-817d-02c102bd2b7f\", \"738620cf-f674-412a-a47d-d0f78cbae17b\", \"9d49144e-5efe-479b-824b-ac5bb460b429\", \"9883ba2a-1501-4cd4-bbd6-2fc0c4f7f1fb\", \"45847804-7a88-47f2-9506-b448331509df\", \"568777c4-f172-4d88-8804-81373bda6954\", \"67fcd518-b6a1-4c3e-bc05-84cd47538f35\", \"cb2cd4de-6be5-4a52-901c-c9e8a2e08c20\"], \"total_duration\": 20699.0, \"total_sessions\": 11, \"mean_week_duration\": 97.178}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or greater than 1024 and are less than 3009"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_duration\": [[1024, 3009]]}}}\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 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": "Please offer data on user who isn't residing in city Guatemala City additionaly implement sorting by duration total from the largest to the smallest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"51529\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 5}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-09 01:03:47.000000+00:00\", \"2023-02-12 11:50:02.000000+00:00\"], \"session_ids\": [\"ed9901dd-e966-46ac-b627-5cea249121d7\", \"c4c95930-2795-486b-b4f0-0a230643182b\"], \"total_duration\": 372.0, \"total_sessions\": 2, \"mean_week_duration\": 37.2}, \"46423\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-01-09 20:56:41.000000+00:00\", \"2021-07-21 04:51:20.000000+00:00\"], \"session_ids\": [\"bf3fc5f6-cfdf-469d-9c43-ae5de2cb29f7\", \"e960b3f2-2b92-483e-98ed-844f7c14ce7b\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 1.712}, \"62157\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-08-20 20:18:35.000000+00:00\", \"2021-05-23 02:02:12.000000+00:00\"], \"session_ids\": [\"92d6251d-0d95-408f-a461-cfbb98fbf270\", \"5edf3e12-a3ef-4393-b1e4-259a4b534b1e\"], \"total_duration\": 224.0, \"total_sessions\": 2, \"mean_week_duration\": 3.446}, \"10863\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-01-20 23:45:27.000000+00:00\", \"2019-03-10 18:57:44.000000+00:00\"], \"session_ids\": [\"bc8f5f99-dc17-45f3-8ae3-59a2a4531100\", \"45896614-b395-4e90-9bd6-d465262a1d18\"], \"total_duration\": 409.0, \"total_sessions\": 2, \"mean_week_duration\": 58.429}, \"87068\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-10-05 22:49:56.000000+00:00\", \"2022-08-31 01:50:53.000000+00:00\", \"2020-01-14 20:51:39.000000+00:00\", \"2021-11-02 20:39:27.000000+00:00\"], \"session_ids\": [\"019838b2-aa89-4be8-a75d-52a10b354805\", \"a1a5f1ae-3824-4776-9125-0fc5941a9a21\", \"5629f941-68db-47cb-9148-c1edd35798a3\", \"a8584950-16de-4f8c-af89-24ce04e6e430\"], \"total_duration\": 2130.0, \"total_sessions\": 4, \"mean_week_duration\": 14.895}, \"90713\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-11-21 19:25:55.000000+00:00\", \"2021-05-14 03:08:49.000000+00:00\", \"2020-09-10 04:48:14.000000+00:00\", \"2019-10-01 08:51:28.000000+00:00\", \"2022-07-12 13:37:44.000000+00:00\", \"2019-06-28 07:43:51.000000+00:00\", \"2023-06-18 07:23:34.000000+00:00\", \"2021-05-19 17:48:34.000000+00:00\", \"2021-11-21 20:59:03.000000+00:00\", \"2021-06-21 06:31:10.000000+00:00\"], \"session_ids\": [\"963d260d-d013-4a5c-8653-8a988432aacd\", \"6ef473a7-5023-4873-904d-c85fb7cec16b\", \"6a30a647-b684-43b4-b6f5-c06906d5b05f\", \"acfa9cd2-b885-48c5-843b-419063730ac8\", \"80990cf5-ef84-4ecf-9f8c-9592084a8f43\", \"15376d73-4a30-49d8-a592-a3aa5cb55a6a\", \"cb4cc50c-fb24-433c-bfa3-6ff3b307db79\", \"c225e05d-da7f-447f-9a08-ee1b825bcbc0\", \"eb78d10e-d916-460a-8413-5411d934ab9c\", \"f1b050f9-41a0-4c57-b28b-73e23b2c85cf\"], \"total_duration\": 10590.0, \"total_sessions\": 10, \"mean_week_duration\": 50.913}, \"18253\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-04-15 00:00:53.000000+00:00\", \"2020-12-14 17:07:44.000000+00:00\", \"2020-01-30 17:03:33.000000+00:00\", \"2020-10-11 23:52:11.000000+00:00\", \"2021-05-25 01:06:42.000000+00:00\"], \"session_ids\": [\"3c2c4acd-54ec-45d4-b84b-2765193fc5f8\", \"1d4de66f-79f3-4e09-a1e6-cda4262df8b4\", \"151006df-0ee1-4a4d-8043-7094222d04b0\", \"cdcf1870-8eba-4cf3-b08b-a1c1dc3498c5\", \"1be4d17d-2d9a-4c97-a335-6cc1e8e5935a\"], \"total_duration\": 1592.0, \"total_sessions\": 5, \"mean_week_duration\": 23.072}, \"23232\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-14 11:12:12.000000+00:00\", \"2023-02-16 12:07:18.000000+00:00\", \"2021-06-04 08:33:50.000000+00:00\", \"2022-03-24 18:05:57.000000+00:00\", \"2022-08-04 05:13:24.000000+00:00\", \"2019-04-09 16:37:30.000000+00:00\", \"2021-08-03 10:55:18.000000+00:00\"], \"session_ids\": [\"bd3eb455-da8a-40ea-b7e6-f3a34f22f854\", \"d01e656d-c589-45b8-a5b3-ac5c8b49142f\", \"66590565-1c56-4833-9888-58f3ea7de1d2\", \"90fbbcc4-0dc7-41df-afa1-fc4bca6f7295\", \"1655ae79-b5c8-4426-b722-da4a1c87e3d2\", \"86403ab4-cfd6-44c1-a9f8-79c772e60c30\", \"1a41b4e7-2e98-4ce3-b22b-2ba0fcaeeaea\"], \"total_duration\": 59.0, \"total_sessions\": 7, \"mean_week_duration\": 0.292}, \"14474\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2019-05-03 17:33:08.000000+00:00\", \"2023-03-10 20:44:28.000000+00:00\", \"2023-06-29 02:21:02.000000+00:00\", \"2021-12-22 11:08:45.000000+00:00\", \"2019-04-27 06:14:59.000000+00:00\", \"2023-04-08 06:29:35.000000+00:00\", \"2020-11-09 07:56:31.000000+00:00\", \"2021-11-03 17:23:18.000000+00:00\", \"2020-10-26 14:24:59.000000+00:00\", \"2021-04-25 19:33:50.000000+00:00\", \"2023-03-21 02:17:27.000000+00:00\"], \"session_ids\": [\"f18f3523-e168-4184-96b2-3f9f68d30b66\", \"ee2cb33f-ea9f-4715-8d44-ba9e9127c52b\", \"34b2132d-7e96-4496-9c06-d73241add61e\", \"07a9c835-c7c4-4234-a1b8-b32c77d45d51\", \"24018463-6a2e-4568-ab04-27c41c7cc5da\", \"67258d31-332a-44d2-82e9-3503c6c3c76e\", \"9b816fd3-94e9-4189-be05-47edf74aa86d\", \"0e823ef5-ce4e-42ef-87cd-ece29e3be5b0\", \"2a260844-c934-4214-a4df-048fb4212db4\", \"67eb2aff-9726-4453-8cdb-c424211e12ad\", \"b2d92879-9ac4-43f8-a064-84ce4224f7b1\"], \"total_duration\": 1254.0, \"total_sessions\": 11, \"mean_week_duration\": 5.752}, \"25306\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-02-04 18:10:26.000000+00:00\", \"2020-05-25 14:46:49.000000+00:00\"], \"session_ids\": [\"dd4e7ff5-1492-4e97-b03a-0e5f78f9d1c7\", \"76bddb17-50fd-4a65-834b-99fe49311c44\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 1.221}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is not Guatemala City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Guatemala City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"51529\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 5}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-09 01:03:47.000000+00:00\", \"2023-02-12 11:50:02.000000+00:00\"], \"session_ids\": [\"ed9901dd-e966-46ac-b627-5cea249121d7\", \"c4c95930-2795-486b-b4f0-0a230643182b\"], \"total_duration\": 372.0, \"total_sessions\": 2, \"mean_week_duration\": 37.2}, \"46423\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-01-09 20:56:41.000000+00:00\", \"2021-07-21 04:51:20.000000+00:00\"], \"session_ids\": [\"bf3fc5f6-cfdf-469d-9c43-ae5de2cb29f7\", \"e960b3f2-2b92-483e-98ed-844f7c14ce7b\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 1.712}, \"62157\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-08-20 20:18:35.000000+00:00\", \"2021-05-23 02:02:12.000000+00:00\"], \"session_ids\": [\"92d6251d-0d95-408f-a461-cfbb98fbf270\", \"5edf3e12-a3ef-4393-b1e4-259a4b534b1e\"], \"total_duration\": 224.0, \"total_sessions\": 2, \"mean_week_duration\": 3.446}, \"10863\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-01-20 23:45:27.000000+00:00\", \"2019-03-10 18:57:44.000000+00:00\"], \"session_ids\": [\"bc8f5f99-dc17-45f3-8ae3-59a2a4531100\", \"45896614-b395-4e90-9bd6-d465262a1d18\"], \"total_duration\": 409.0, \"total_sessions\": 2, \"mean_week_duration\": 58.429}, \"87068\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-10-05 22:49:56.000000+00:00\", \"2022-08-31 01:50:53.000000+00:00\", \"2020-01-14 20:51:39.000000+00:00\", \"2021-11-02 20:39:27.000000+00:00\"], \"session_ids\": [\"019838b2-aa89-4be8-a75d-52a10b354805\", \"a1a5f1ae-3824-4776-9125-0fc5941a9a21\", \"5629f941-68db-47cb-9148-c1edd35798a3\", \"a8584950-16de-4f8c-af89-24ce04e6e430\"], \"total_duration\": 2130.0, \"total_sessions\": 4, \"mean_week_duration\": 14.895}, \"90713\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-11-21 19:25:55.000000+00:00\", \"2021-05-14 03:08:49.000000+00:00\", \"2020-09-10 04:48:14.000000+00:00\", \"2019-10-01 08:51:28.000000+00:00\", \"2022-07-12 13:37:44.000000+00:00\", \"2019-06-28 07:43:51.000000+00:00\", \"2023-06-18 07:23:34.000000+00:00\", \"2021-05-19 17:48:34.000000+00:00\", \"2021-11-21 20:59:03.000000+00:00\", \"2021-06-21 06:31:10.000000+00:00\"], \"session_ids\": [\"963d260d-d013-4a5c-8653-8a988432aacd\", \"6ef473a7-5023-4873-904d-c85fb7cec16b\", \"6a30a647-b684-43b4-b6f5-c06906d5b05f\", \"acfa9cd2-b885-48c5-843b-419063730ac8\", \"80990cf5-ef84-4ecf-9f8c-9592084a8f43\", \"15376d73-4a30-49d8-a592-a3aa5cb55a6a\", \"cb4cc50c-fb24-433c-bfa3-6ff3b307db79\", \"c225e05d-da7f-447f-9a08-ee1b825bcbc0\", \"eb78d10e-d916-460a-8413-5411d934ab9c\", \"f1b050f9-41a0-4c57-b28b-73e23b2c85cf\"], \"total_duration\": 10590.0, \"total_sessions\": 10, \"mean_week_duration\": 50.913}, \"18253\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-04-15 00:00:53.000000+00:00\", \"2020-12-14 17:07:44.000000+00:00\", \"2020-01-30 17:03:33.000000+00:00\", \"2020-10-11 23:52:11.000000+00:00\", \"2021-05-25 01:06:42.000000+00:00\"], \"session_ids\": [\"3c2c4acd-54ec-45d4-b84b-2765193fc5f8\", \"1d4de66f-79f3-4e09-a1e6-cda4262df8b4\", \"151006df-0ee1-4a4d-8043-7094222d04b0\", \"cdcf1870-8eba-4cf3-b08b-a1c1dc3498c5\", \"1be4d17d-2d9a-4c97-a335-6cc1e8e5935a\"], \"total_duration\": 1592.0, \"total_sessions\": 5, \"mean_week_duration\": 23.072}, \"14474\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2019-05-03 17:33:08.000000+00:00\", \"2023-03-10 20:44:28.000000+00:00\", \"2023-06-29 02:21:02.000000+00:00\", \"2021-12-22 11:08:45.000000+00:00\", \"2019-04-27 06:14:59.000000+00:00\", \"2023-04-08 06:29:35.000000+00:00\", \"2020-11-09 07:56:31.000000+00:00\", \"2021-11-03 17:23:18.000000+00:00\", \"2020-10-26 14:24:59.000000+00:00\", \"2021-04-25 19:33:50.000000+00:00\", \"2023-03-21 02:17:27.000000+00:00\"], \"session_ids\": [\"f18f3523-e168-4184-96b2-3f9f68d30b66\", \"ee2cb33f-ea9f-4715-8d44-ba9e9127c52b\", \"34b2132d-7e96-4496-9c06-d73241add61e\", \"07a9c835-c7c4-4234-a1b8-b32c77d45d51\", \"24018463-6a2e-4568-ab04-27c41c7cc5da\", \"67258d31-332a-44d2-82e9-3503c6c3c76e\", \"9b816fd3-94e9-4189-be05-47edf74aa86d\", \"0e823ef5-ce4e-42ef-87cd-ece29e3be5b0\", \"2a260844-c934-4214-a4df-048fb4212db4\", \"67eb2aff-9726-4453-8cdb-c424211e12ad\", \"b2d92879-9ac4-43f8-a064-84ce4224f7b1\"], \"total_duration\": 1254.0, \"total_sessions\": 11, \"mean_week_duration\": 5.752}, \"25306\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-02-04 18:10:26.000000+00:00\", \"2020-05-25 14:46:49.000000+00:00\"], \"session_ids\": [\"dd4e7ff5-1492-4e97-b03a-0e5f78f9d1c7\", \"76bddb17-50fd-4a65-834b-99fe49311c44\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 1.221}}\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[{\"90713\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-11-21 19:25:55.000000+00:00\", \"2021-05-14 03:08:49.000000+00:00\", \"2020-09-10 04:48:14.000000+00:00\", \"2019-10-01 08:51:28.000000+00:00\", \"2022-07-12 13:37:44.000000+00:00\", \"2019-06-28 07:43:51.000000+00:00\", \"2023-06-18 07:23:34.000000+00:00\", \"2021-05-19 17:48:34.000000+00:00\", \"2021-11-21 20:59:03.000000+00:00\", \"2021-06-21 06:31:10.000000+00:00\"], \"session_ids\": [\"963d260d-d013-4a5c-8653-8a988432aacd\", \"6ef473a7-5023-4873-904d-c85fb7cec16b\", \"6a30a647-b684-43b4-b6f5-c06906d5b05f\", \"acfa9cd2-b885-48c5-843b-419063730ac8\", \"80990cf5-ef84-4ecf-9f8c-9592084a8f43\", \"15376d73-4a30-49d8-a592-a3aa5cb55a6a\", \"cb4cc50c-fb24-433c-bfa3-6ff3b307db79\", \"c225e05d-da7f-447f-9a08-ee1b825bcbc0\", \"eb78d10e-d916-460a-8413-5411d934ab9c\", \"f1b050f9-41a0-4c57-b28b-73e23b2c85cf\"], \"total_duration\": 10590.0, \"total_sessions\": 10, \"mean_week_duration\": 50.913}}, {\"87068\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-10-05 22:49:56.000000+00:00\", \"2022-08-31 01:50:53.000000+00:00\", \"2020-01-14 20:51:39.000000+00:00\", \"2021-11-02 20:39:27.000000+00:00\"], \"session_ids\": [\"019838b2-aa89-4be8-a75d-52a10b354805\", \"a1a5f1ae-3824-4776-9125-0fc5941a9a21\", \"5629f941-68db-47cb-9148-c1edd35798a3\", \"a8584950-16de-4f8c-af89-24ce04e6e430\"], \"total_duration\": 2130.0, \"total_sessions\": 4, \"mean_week_duration\": 14.895}}, {\"18253\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-04-15 00:00:53.000000+00:00\", \"2020-12-14 17:07:44.000000+00:00\", \"2020-01-30 17:03:33.000000+00:00\", \"2020-10-11 23:52:11.000000+00:00\", \"2021-05-25 01:06:42.000000+00:00\"], \"session_ids\": [\"3c2c4acd-54ec-45d4-b84b-2765193fc5f8\", \"1d4de66f-79f3-4e09-a1e6-cda4262df8b4\", \"151006df-0ee1-4a4d-8043-7094222d04b0\", \"cdcf1870-8eba-4cf3-b08b-a1c1dc3498c5\", \"1be4d17d-2d9a-4c97-a335-6cc1e8e5935a\"], \"total_duration\": 1592.0, \"total_sessions\": 5, \"mean_week_duration\": 23.072}}, {\"14474\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2019-05-03 17:33:08.000000+00:00\", \"2023-03-10 20:44:28.000000+00:00\", \"2023-06-29 02:21:02.000000+00:00\", \"2021-12-22 11:08:45.000000+00:00\", \"2019-04-27 06:14:59.000000+00:00\", \"2023-04-08 06:29:35.000000+00:00\", \"2020-11-09 07:56:31.000000+00:00\", \"2021-11-03 17:23:18.000000+00:00\", \"2020-10-26 14:24:59.000000+00:00\", \"2021-04-25 19:33:50.000000+00:00\", \"2023-03-21 02:17:27.000000+00:00\"], \"session_ids\": [\"f18f3523-e168-4184-96b2-3f9f68d30b66\", \"ee2cb33f-ea9f-4715-8d44-ba9e9127c52b\", \"34b2132d-7e96-4496-9c06-d73241add61e\", \"07a9c835-c7c4-4234-a1b8-b32c77d45d51\", \"24018463-6a2e-4568-ab04-27c41c7cc5da\", \"67258d31-332a-44d2-82e9-3503c6c3c76e\", \"9b816fd3-94e9-4189-be05-47edf74aa86d\", \"0e823ef5-ce4e-42ef-87cd-ece29e3be5b0\", \"2a260844-c934-4214-a4df-048fb4212db4\", \"67eb2aff-9726-4453-8cdb-c424211e12ad\", \"b2d92879-9ac4-43f8-a064-84ce4224f7b1\"], \"total_duration\": 1254.0, \"total_sessions\": 11, \"mean_week_duration\": 5.752}}, {\"10863\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-01-20 23:45:27.000000+00:00\", \"2019-03-10 18:57:44.000000+00:00\"], \"session_ids\": [\"bc8f5f99-dc17-45f3-8ae3-59a2a4531100\", \"45896614-b395-4e90-9bd6-d465262a1d18\"], \"total_duration\": 409.0, \"total_sessions\": 2, \"mean_week_duration\": 58.429}}, {\"51529\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 5}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-09 01:03:47.000000+00:00\", \"2023-02-12 11:50:02.000000+00:00\"], \"session_ids\": [\"ed9901dd-e966-46ac-b627-5cea249121d7\", \"c4c95930-2795-486b-b4f0-0a230643182b\"], \"total_duration\": 372.0, \"total_sessions\": 2, \"mean_week_duration\": 37.2}}, {\"62157\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-08-20 20:18:35.000000+00:00\", \"2021-05-23 02:02:12.000000+00:00\"], \"session_ids\": [\"92d6251d-0d95-408f-a461-cfbb98fbf270\", \"5edf3e12-a3ef-4393-b1e4-259a4b534b1e\"], \"total_duration\": 224.0, \"total_sessions\": 2, \"mean_week_duration\": 3.446}}, {\"46423\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-01-09 20:56:41.000000+00:00\", \"2021-07-21 04:51:20.000000+00:00\"], \"session_ids\": [\"bf3fc5f6-cfdf-469d-9c43-ae5de2cb29f7\", \"e960b3f2-2b92-483e-98ed-844f7c14ce7b\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 1.712}}, {\"25306\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-02-04 18:10:26.000000+00:00\", \"2020-05-25 14:46:49.000000+00:00\"], \"session_ids\": [\"dd4e7ff5-1492-4e97-b03a-0e5f78f9d1c7\", \"76bddb17-50fd-4a65-834b-99fe49311c44\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 1.221}}]\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[{\"90713\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-11-21 19:25:55.000000+00:00\", \"2021-05-14 03:08:49.000000+00:00\", \"2020-09-10 04:48:14.000000+00:00\", \"2019-10-01 08:51:28.000000+00:00\", \"2022-07-12 13:37:44.000000+00:00\", \"2019-06-28 07:43:51.000000+00:00\", \"2023-06-18 07:23:34.000000+00:00\", \"2021-05-19 17:48:34.000000+00:00\", \"2021-11-21 20:59:03.000000+00:00\", \"2021-06-21 06:31:10.000000+00:00\"], \"session_ids\": [\"963d260d-d013-4a5c-8653-8a988432aacd\", \"6ef473a7-5023-4873-904d-c85fb7cec16b\", \"6a30a647-b684-43b4-b6f5-c06906d5b05f\", \"acfa9cd2-b885-48c5-843b-419063730ac8\", \"80990cf5-ef84-4ecf-9f8c-9592084a8f43\", \"15376d73-4a30-49d8-a592-a3aa5cb55a6a\", \"cb4cc50c-fb24-433c-bfa3-6ff3b307db79\", \"c225e05d-da7f-447f-9a08-ee1b825bcbc0\", \"eb78d10e-d916-460a-8413-5411d934ab9c\", \"f1b050f9-41a0-4c57-b28b-73e23b2c85cf\"], \"total_duration\": 10590.0, \"total_sessions\": 10, \"mean_week_duration\": 50.913}}]\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[{\"90713\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-11-21 19:25:55.000000+00:00\", \"2021-05-14 03:08:49.000000+00:00\", \"2020-09-10 04:48:14.000000+00:00\", \"2019-10-01 08:51:28.000000+00:00\", \"2022-07-12 13:37:44.000000+00:00\", \"2019-06-28 07:43:51.000000+00:00\", \"2023-06-18 07:23:34.000000+00:00\", \"2021-05-19 17:48:34.000000+00:00\", \"2021-11-21 20:59:03.000000+00:00\", \"2021-06-21 06:31:10.000000+00:00\"], \"session_ids\": [\"963d260d-d013-4a5c-8653-8a988432aacd\", \"6ef473a7-5023-4873-904d-c85fb7cec16b\", \"6a30a647-b684-43b4-b6f5-c06906d5b05f\", \"acfa9cd2-b885-48c5-843b-419063730ac8\", \"80990cf5-ef84-4ecf-9f8c-9592084a8f43\", \"15376d73-4a30-49d8-a592-a3aa5cb55a6a\", \"cb4cc50c-fb24-433c-bfa3-6ff3b307db79\", \"c225e05d-da7f-447f-9a08-ee1b825bcbc0\", \"eb78d10e-d916-460a-8413-5411d934ab9c\", \"f1b050f9-41a0-4c57-b28b-73e23b2c85cf\"], \"total_duration\": 10590.0, \"total_sessions\": 10, \"mean_week_duration\": 50.913}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you enlighten me about users who have quantity of sessions less than 5 inclusive , perform sorting by total duration amount form the lowest value to the highest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"43912\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-01-15 02:14:38.000000+00:00\", \"2020-01-13 12:02:17.000000+00:00\"], \"session_ids\": [\"92a4f37a-1637-496e-946e-823eb92ed66d\", \"f3966c8d-2991-4b28-8067-e24b535cb6fe\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 1.358}, \"41420\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-06-03 20:58:51.000000+00:00\", \"2021-11-28 01:24:07.000000+00:00\"], \"session_ids\": [\"2b9deff8-12aa-4ef4-982d-20e0fb554389\", \"54254a0e-9614-45ec-b697-161561730726\"], \"total_duration\": 425.0, \"total_sessions\": 2, \"mean_week_duration\": 3.269}, \"1788\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-05-06 23:03:06.000000+00:00\", \"2019-12-05 04:31:56.000000+00:00\"], \"session_ids\": [\"60d80ec8-cb34-49de-9013-601dc5453695\", \"bc259e41-c2f3-403b-bc8f-6fc77ddb8a81\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.677}, \"20116\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-23 09:01:49.000000+00:00\", \"2022-05-18 12:32:21.000000+00:00\"], \"session_ids\": [\"f0bf4b2a-5e9e-45d2-a47f-d1bc49337ae3\", \"d2fc36d0-2187-4922-bdf2-7393bfadcccb\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.256}, \"53155\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 9, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Athens\", \"datetimes\": [\"2022-01-09 08:40:31.000000+00:00\", \"2020-04-05 17:10:02.000000+00:00\", \"2021-01-26 09:00:36.000000+00:00\"], \"session_ids\": [\"8853e190-c974-4c5f-bfa2-2ccd75890386\", \"e61c3c47-d872-443a-aec8-8562b86ca0ac\", \"4691ca26-5474-4d4a-bd8f-a666473e189d\"], \"total_duration\": 58.0, \"total_sessions\": 3, \"mean_week_duration\": 0.63}, \"6142\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-03-08 11:04:35.000000+00:00\", \"2022-08-25 00:01:30.000000+00:00\"], \"session_ids\": [\"9b89b92a-d156-47bc-a7c7-f22928f2451f\", \"dc08a7be-11ab-4940-9110-56b2ea0f44f0\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.116}, \"20865\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-06-27 00:21:17.000000+00:00\", \"2021-05-03 07:16:54.000000+00:00\", \"2022-06-23 06:52:58.000000+00:00\", \"2021-10-04 11:05:46.000000+00:00\", \"2020-11-03 10:48:33.000000+00:00\"], \"session_ids\": [\"cf187ab1-8f52-452c-a502-eff60d5253a3\", \"09c87348-8745-49bc-9a2a-4d32a2d075b9\", \"2fb311c7-8092-45d1-baed-53850be22108\", \"f4848d9b-6846-446d-88f9-010c7b17fb37\", \"b6d44410-0343-4c49-9028-ec126acf7eb3\"], \"total_duration\": 682.0, \"total_sessions\": 5, \"mean_week_duration\": 4.942}, \"28713\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 10, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-05-04 07:29:21.000000+00:00\", \"2021-03-25 18:29:29.000000+00:00\", \"2019-03-11 04:58:45.000000+00:00\", \"2021-06-05 00:02:06.000000+00:00\"], \"session_ids\": [\"7232add4-8ce6-489d-a8a5-ee6977462c14\", \"a13c05bd-f88d-4505-9605-95737397fb73\", \"0b9aff21-8e94-47e1-9466-5c61d35cca0c\", \"34c8f8b0-1c22-412c-9260-ae403a140efd\"], \"total_duration\": 248.0, \"total_sessions\": 4, \"mean_week_duration\": 2.12}, \"75178\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-10-20 13:22:42.000000+00:00\", \"2023-05-17 17:07:44.000000+00:00\", \"2021-12-28 09:35:27.000000+00:00\", \"2021-08-11 13:33:55.000000+00:00\", \"2019-12-22 01:19:06.000000+00:00\", \"2021-05-06 13:59:42.000000+00:00\", \"2023-04-22 16:23:16.000000+00:00\", \"2020-07-07 08:04:10.000000+00:00\", \"2022-01-01 23:27:21.000000+00:00\", \"2021-05-12 17:12:09.000000+00:00\", \"2023-06-03 04:56:37.000000+00:00\"], \"session_ids\": [\"f86b94ba-709e-4178-93e2-3471aa3e5676\", \"cfe68f48-ddfa-4e56-91c5-5966967b7f91\", \"fba1c6c7-4297-4847-b806-83f4442cdf13\", \"72e8853e-e6d1-4cb4-ab06-625efd308385\", \"787b068b-a3c5-40fc-9254-f6f02bca9ea0\", \"2470b47c-76c1-4517-89f9-0969d6256e8d\", \"30be86da-c702-46a8-8358-0a0470b14288\", \"44ee6beb-2aef-4b88-b81b-39b84ff8f2b3\", \"525eafee-f60f-40d6-9e6d-0f7bf4681741\", \"06585813-79e4-4688-8bb5-8abe478ba1fe\", \"cdd1b132-aed4-4d5b-9ea3-51fdbf6b6146\"], \"total_duration\": 28825.0, \"total_sessions\": 11, \"mean_week_duration\": 152.513}, \"72308\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-09-29 04:07:07.000000+00:00\", \"2019-07-30 18:33:36.000000+00:00\"], \"session_ids\": [\"0e7d6238-7b8d-406d-aa3e-f62bde780aaf\", \"628eb93d-abca-40d0-9b5d-1346337c4673\"], \"total_duration\": 119.0, \"total_sessions\": 2, \"mean_week_duration\": 1.053}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or less than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\"]]}, \"all_values\": {\"total_sessions\": [[5, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"43912\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-01-15 02:14:38.000000+00:00\", \"2020-01-13 12:02:17.000000+00:00\"], \"session_ids\": [\"92a4f37a-1637-496e-946e-823eb92ed66d\", \"f3966c8d-2991-4b28-8067-e24b535cb6fe\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 1.358}, \"41420\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-06-03 20:58:51.000000+00:00\", \"2021-11-28 01:24:07.000000+00:00\"], \"session_ids\": [\"2b9deff8-12aa-4ef4-982d-20e0fb554389\", \"54254a0e-9614-45ec-b697-161561730726\"], \"total_duration\": 425.0, \"total_sessions\": 2, \"mean_week_duration\": 3.269}, \"1788\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-05-06 23:03:06.000000+00:00\", \"2019-12-05 04:31:56.000000+00:00\"], \"session_ids\": [\"60d80ec8-cb34-49de-9013-601dc5453695\", \"bc259e41-c2f3-403b-bc8f-6fc77ddb8a81\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.677}, \"20116\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-23 09:01:49.000000+00:00\", \"2022-05-18 12:32:21.000000+00:00\"], \"session_ids\": [\"f0bf4b2a-5e9e-45d2-a47f-d1bc49337ae3\", \"d2fc36d0-2187-4922-bdf2-7393bfadcccb\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.256}, \"53155\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 9, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Athens\", \"datetimes\": [\"2022-01-09 08:40:31.000000+00:00\", \"2020-04-05 17:10:02.000000+00:00\", \"2021-01-26 09:00:36.000000+00:00\"], \"session_ids\": [\"8853e190-c974-4c5f-bfa2-2ccd75890386\", \"e61c3c47-d872-443a-aec8-8562b86ca0ac\", \"4691ca26-5474-4d4a-bd8f-a666473e189d\"], \"total_duration\": 58.0, \"total_sessions\": 3, \"mean_week_duration\": 0.63}, \"6142\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-03-08 11:04:35.000000+00:00\", \"2022-08-25 00:01:30.000000+00:00\"], \"session_ids\": [\"9b89b92a-d156-47bc-a7c7-f22928f2451f\", \"dc08a7be-11ab-4940-9110-56b2ea0f44f0\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.116}, \"20865\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-06-27 00:21:17.000000+00:00\", \"2021-05-03 07:16:54.000000+00:00\", \"2022-06-23 06:52:58.000000+00:00\", \"2021-10-04 11:05:46.000000+00:00\", \"2020-11-03 10:48:33.000000+00:00\"], \"session_ids\": [\"cf187ab1-8f52-452c-a502-eff60d5253a3\", \"09c87348-8745-49bc-9a2a-4d32a2d075b9\", \"2fb311c7-8092-45d1-baed-53850be22108\", \"f4848d9b-6846-446d-88f9-010c7b17fb37\", \"b6d44410-0343-4c49-9028-ec126acf7eb3\"], \"total_duration\": 682.0, \"total_sessions\": 5, \"mean_week_duration\": 4.942}, \"28713\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 10, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-05-04 07:29:21.000000+00:00\", \"2021-03-25 18:29:29.000000+00:00\", \"2019-03-11 04:58:45.000000+00:00\", \"2021-06-05 00:02:06.000000+00:00\"], \"session_ids\": [\"7232add4-8ce6-489d-a8a5-ee6977462c14\", \"a13c05bd-f88d-4505-9605-95737397fb73\", \"0b9aff21-8e94-47e1-9466-5c61d35cca0c\", \"34c8f8b0-1c22-412c-9260-ae403a140efd\"], \"total_duration\": 248.0, \"total_sessions\": 4, \"mean_week_duration\": 2.12}, \"72308\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-09-29 04:07:07.000000+00:00\", \"2019-07-30 18:33:36.000000+00:00\"], \"session_ids\": [\"0e7d6238-7b8d-406d-aa3e-f62bde780aaf\", \"628eb93d-abca-40d0-9b5d-1346337c4673\"], \"total_duration\": 119.0, \"total_sessions\": 2, \"mean_week_duration\": 1.053}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"6142\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-03-08 11:04:35.000000+00:00\", \"2022-08-25 00:01:30.000000+00:00\"], \"session_ids\": [\"9b89b92a-d156-47bc-a7c7-f22928f2451f\", \"dc08a7be-11ab-4940-9110-56b2ea0f44f0\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.116}}, {\"1788\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-05-06 23:03:06.000000+00:00\", \"2019-12-05 04:31:56.000000+00:00\"], \"session_ids\": [\"60d80ec8-cb34-49de-9013-601dc5453695\", \"bc259e41-c2f3-403b-bc8f-6fc77ddb8a81\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.677}}, {\"20116\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-23 09:01:49.000000+00:00\", \"2022-05-18 12:32:21.000000+00:00\"], \"session_ids\": [\"f0bf4b2a-5e9e-45d2-a47f-d1bc49337ae3\", \"d2fc36d0-2187-4922-bdf2-7393bfadcccb\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.256}}, {\"53155\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 9, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Athens\", \"datetimes\": [\"2022-01-09 08:40:31.000000+00:00\", \"2020-04-05 17:10:02.000000+00:00\", \"2021-01-26 09:00:36.000000+00:00\"], \"session_ids\": [\"8853e190-c974-4c5f-bfa2-2ccd75890386\", \"e61c3c47-d872-443a-aec8-8562b86ca0ac\", \"4691ca26-5474-4d4a-bd8f-a666473e189d\"], \"total_duration\": 58.0, \"total_sessions\": 3, \"mean_week_duration\": 0.63}}, {\"43912\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-01-15 02:14:38.000000+00:00\", \"2020-01-13 12:02:17.000000+00:00\"], \"session_ids\": [\"92a4f37a-1637-496e-946e-823eb92ed66d\", \"f3966c8d-2991-4b28-8067-e24b535cb6fe\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 1.358}}, {\"72308\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-09-29 04:07:07.000000+00:00\", \"2019-07-30 18:33:36.000000+00:00\"], \"session_ids\": [\"0e7d6238-7b8d-406d-aa3e-f62bde780aaf\", \"628eb93d-abca-40d0-9b5d-1346337c4673\"], \"total_duration\": 119.0, \"total_sessions\": 2, \"mean_week_duration\": 1.053}}, {\"28713\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 10, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-05-04 07:29:21.000000+00:00\", \"2021-03-25 18:29:29.000000+00:00\", \"2019-03-11 04:58:45.000000+00:00\", \"2021-06-05 00:02:06.000000+00:00\"], \"session_ids\": [\"7232add4-8ce6-489d-a8a5-ee6977462c14\", \"a13c05bd-f88d-4505-9605-95737397fb73\", \"0b9aff21-8e94-47e1-9466-5c61d35cca0c\", \"34c8f8b0-1c22-412c-9260-ae403a140efd\"], \"total_duration\": 248.0, \"total_sessions\": 4, \"mean_week_duration\": 2.12}}, {\"41420\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-06-03 20:58:51.000000+00:00\", \"2021-11-28 01:24:07.000000+00:00\"], \"session_ids\": [\"2b9deff8-12aa-4ef4-982d-20e0fb554389\", \"54254a0e-9614-45ec-b697-161561730726\"], \"total_duration\": 425.0, \"total_sessions\": 2, \"mean_week_duration\": 3.269}}, {\"20865\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-06-27 00:21:17.000000+00:00\", \"2021-05-03 07:16:54.000000+00:00\", \"2022-06-23 06:52:58.000000+00:00\", \"2021-10-04 11:05:46.000000+00:00\", \"2020-11-03 10:48:33.000000+00:00\"], \"session_ids\": [\"cf187ab1-8f52-452c-a502-eff60d5253a3\", \"09c87348-8745-49bc-9a2a-4d32a2d075b9\", \"2fb311c7-8092-45d1-baed-53850be22108\", \"f4848d9b-6846-446d-88f9-010c7b17fb37\", \"b6d44410-0343-4c49-9028-ec126acf7eb3\"], \"total_duration\": 682.0, \"total_sessions\": 5, \"mean_week_duration\": 4.942}}]\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[{\"6142\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-03-08 11:04:35.000000+00:00\", \"2022-08-25 00:01:30.000000+00:00\"], \"session_ids\": [\"9b89b92a-d156-47bc-a7c7-f22928f2451f\", \"dc08a7be-11ab-4940-9110-56b2ea0f44f0\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.116}}, {\"1788\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-05-06 23:03:06.000000+00:00\", \"2019-12-05 04:31:56.000000+00:00\"], \"session_ids\": [\"60d80ec8-cb34-49de-9013-601dc5453695\", \"bc259e41-c2f3-403b-bc8f-6fc77ddb8a81\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.677}}, {\"20116\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-23 09:01:49.000000+00:00\", \"2022-05-18 12:32:21.000000+00:00\"], \"session_ids\": [\"f0bf4b2a-5e9e-45d2-a47f-d1bc49337ae3\", \"d2fc36d0-2187-4922-bdf2-7393bfadcccb\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.256}}, {\"53155\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 9, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Athens\", \"datetimes\": [\"2022-01-09 08:40:31.000000+00:00\", \"2020-04-05 17:10:02.000000+00:00\", \"2021-01-26 09:00:36.000000+00:00\"], \"session_ids\": [\"8853e190-c974-4c5f-bfa2-2ccd75890386\", \"e61c3c47-d872-443a-aec8-8562b86ca0ac\", \"4691ca26-5474-4d4a-bd8f-a666473e189d\"], \"total_duration\": 58.0, \"total_sessions\": 3, \"mean_week_duration\": 0.63}}, {\"43912\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-01-15 02:14:38.000000+00:00\", \"2020-01-13 12:02:17.000000+00:00\"], \"session_ids\": [\"92a4f37a-1637-496e-946e-823eb92ed66d\", \"f3966c8d-2991-4b28-8067-e24b535cb6fe\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 1.358}}, {\"72308\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-09-29 04:07:07.000000+00:00\", \"2019-07-30 18:33:36.000000+00:00\"], \"session_ids\": [\"0e7d6238-7b8d-406d-aa3e-f62bde780aaf\", \"628eb93d-abca-40d0-9b5d-1346337c4673\"], \"total_duration\": 119.0, \"total_sessions\": 2, \"mean_week_duration\": 1.053}}, {\"28713\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 10, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-05-04 07:29:21.000000+00:00\", \"2021-03-25 18:29:29.000000+00:00\", \"2019-03-11 04:58:45.000000+00:00\", \"2021-06-05 00:02:06.000000+00:00\"], \"session_ids\": [\"7232add4-8ce6-489d-a8a5-ee6977462c14\", \"a13c05bd-f88d-4505-9605-95737397fb73\", \"0b9aff21-8e94-47e1-9466-5c61d35cca0c\", \"34c8f8b0-1c22-412c-9260-ae403a140efd\"], \"total_duration\": 248.0, \"total_sessions\": 4, \"mean_week_duration\": 2.12}}, {\"41420\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-06-03 20:58:51.000000+00:00\", \"2021-11-28 01:24:07.000000+00:00\"], \"session_ids\": [\"2b9deff8-12aa-4ef4-982d-20e0fb554389\", \"54254a0e-9614-45ec-b697-161561730726\"], \"total_duration\": 425.0, \"total_sessions\": 2, \"mean_week_duration\": 3.269}}, {\"20865\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-06-27 00:21:17.000000+00:00\", \"2021-05-03 07:16:54.000000+00:00\", \"2022-06-23 06:52:58.000000+00:00\", \"2021-10-04 11:05:46.000000+00:00\", \"2020-11-03 10:48:33.000000+00:00\"], \"session_ids\": [\"cf187ab1-8f52-452c-a502-eff60d5253a3\", \"09c87348-8745-49bc-9a2a-4d32a2d075b9\", \"2fb311c7-8092-45d1-baed-53850be22108\", \"f4848d9b-6846-446d-88f9-010c7b17fb37\", \"b6d44410-0343-4c49-9028-ec126acf7eb3\"], \"total_duration\": 682.0, \"total_sessions\": 5, \"mean_week_duration\": 4.942}}]\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 users whose duration of sessions per week is smaller than 49 and bigger than 23 and apply sorting by town title 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{\"43484\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 4}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-04-11 02:00:41.000000+00:00\", \"2021-07-23 09:59:55.000000+00:00\"], \"session_ids\": [\"e885d04f-003c-4d46-8bc9-a0c487cd74d2\", \"28170eca-fe43-4bba-9de5-0d4b2fb08562\"], \"total_duration\": 354.0, \"total_sessions\": 2, \"mean_week_duration\": 5.284}, \"3853\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-11-03 22:48:57.000000+00:00\", \"2019-10-30 19:47:33.000000+00:00\", \"2022-11-16 07:39:39.000000+00:00\", \"2019-03-05 16:51:50.000000+00:00\", \"2020-07-29 15:00:21.000000+00:00\", \"2020-11-22 20:56:11.000000+00:00\"], \"session_ids\": [\"facff452-f47a-4624-8cce-e7d82f0ffe7f\", \"fc729efe-f354-42ea-96d5-0d404002ef50\", \"1c5995b2-9aa2-486b-aa3c-e39aba6f2ade\", \"8f8b0200-87b7-4ce8-b472-21ed5130652c\", \"3d1fe9a8-abec-40b8-954e-64de0f005341\", \"19a066ee-0d72-44fc-9ab1-e9dbc6af454e\"], \"total_duration\": 1059.0, \"total_sessions\": 6, \"mean_week_duration\": 5.487}, \"22890\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-06-08 02:51:17.000000+00:00\", \"2022-09-04 22:22:13.000000+00:00\", \"2020-10-25 07:31:35.000000+00:00\", \"2019-04-16 08:26:25.000000+00:00\"], \"session_ids\": [\"bc65c80b-d4de-4be2-bbfc-1b5d114cc962\", \"d8fa94ee-6a5b-469b-85cd-08a9762a98fb\", \"3681297d-a5d2-48a9-b637-0dc97a50ffce\", \"a6d67237-84f2-45de-aaff-ea977f86b8d2\"], \"total_duration\": 1353.0, \"total_sessions\": 4, \"mean_week_duration\": 7.644}, \"39527\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-07-08 08:22:10.000000+00:00\", \"2021-12-02 02:22:56.000000+00:00\", \"2021-10-29 15:47:21.000000+00:00\", \"2022-08-28 10:11:00.000000+00:00\"], \"session_ids\": [\"4eda4b0e-68cc-4956-be57-dfa73751a7e0\", \"3f585ddc-c7e7-4c92-9ab6-a1d050119745\", \"b218ce6b-a344-4011-8003-056f2d4382e0\", \"e43669fd-1186-4a39-b2b1-0c04d3f82033\"], \"total_duration\": 742.0, \"total_sessions\": 4, \"mean_week_duration\": 6.625}, \"35355\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 6, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-08-13 07:10:02.000000+00:00\", \"2020-01-14 06:56:28.000000+00:00\", \"2022-08-21 07:10:56.000000+00:00\", \"2022-01-12 19:01:18.000000+00:00\"], \"session_ids\": [\"a8dd2afd-5546-4620-b0f0-2cf11996edc3\", \"1dd11a61-3ecd-4b25-8739-d02ef30ede35\", \"8a401360-9bb2-400a-859e-4784955b189f\", \"3f6c87b4-a0fa-4a1c-a817-9e31f5f78967\"], \"total_duration\": 893.0, \"total_sessions\": 4, \"mean_week_duration\": 6.566}, \"52306\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-12-05 11:04:54.000000+00:00\", \"2020-11-28 22:21:53.000000+00:00\"], \"session_ids\": [\"4acaea34-e574-4799-a731-774fc3891209\", \"c35c57fd-c648-40ab-9729-f15c977191d7\"], \"total_duration\": 179.0, \"total_sessions\": 2, \"mean_week_duration\": 1.689}, \"93957\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Sydney\", \"datetimes\": [\"2020-01-26 16:41:13.000000+00:00\", \"2023-05-23 06:57:08.000000+00:00\", \"2019-07-22 05:42:25.000000+00:00\", \"2022-06-29 22:34:01.000000+00:00\", \"2020-06-29 16:42:56.000000+00:00\", \"2019-08-10 04:57:01.000000+00:00\"], \"session_ids\": [\"344ffd74-3321-4b08-aec8-029f52436697\", \"9d33f615-8d8a-4190-808c-8f6ed74ed8c1\", \"b378ccd0-07cc-4329-910c-6337a207b455\", \"7ec59b43-e12c-46ea-94d8-52989f113b46\", \"1bb1b53e-f38f-4d01-9c74-bc0034d8d839\", \"5d9096ff-b8a5-4e97-b058-0f49b4188e92\"], \"total_duration\": 1953.0, \"total_sessions\": 6, \"mean_week_duration\": 9.716}, \"3706\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-12-06 05:34:30.000000+00:00\", \"2022-01-01 13:40:57.000000+00:00\", \"2021-07-15 05:30:26.000000+00:00\", \"2022-10-05 13:13:16.000000+00:00\", \"2023-06-07 06:05:21.000000+00:00\", \"2020-01-25 02:13:20.000000+00:00\", \"2020-06-05 17:02:11.000000+00:00\", \"2021-12-13 19:21:10.000000+00:00\", \"2021-10-25 14:49:02.000000+00:00\", \"2021-07-03 19:50:15.000000+00:00\", \"2020-10-11 04:24:39.000000+00:00\"], \"session_ids\": [\"e1f32d4c-41f5-4a44-9df3-1395d8a62b0a\", \"b6e44731-a417-46c8-926b-46a50a6598f4\", \"ada0ef89-91cf-47d1-913c-52641e69c1bd\", \"cd623411-b476-4e20-9821-5c223d8fe6e9\", \"ae72cac9-7f19-4dbd-b5ed-147ae5a9c831\", \"9a4c7cc8-568c-4743-ae0b-593107960850\", \"d9b8954d-787d-4a04-b205-4db865000eb0\", \"b18ef923-8a3c-4425-90d1-eaf814fb29ac\", \"6531e5f6-5399-4df5-8be9-e9826a510af3\", \"5d8e04ba-5d70-4797-842e-8e5567e3d544\", \"a503cb2a-1b23-4496-a9b4-9eb9a1173aee\"], \"total_duration\": 9479.0, \"total_sessions\": 11, \"mean_week_duration\": 53.858}, \"80599\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-03-14 16:16:13.000000+00:00\", \"2021-08-20 23:57:18.000000+00:00\", \"2020-10-13 06:19:41.000000+00:00\"], \"session_ids\": [\"f49185a5-aca7-4a1b-aed2-11971519666f\", \"c50ee5e4-e852-46aa-824f-669fad602bb9\", \"b88b8ae4-f8a1-4d53-b848-834e5958ba69\"], \"total_duration\": 713.0, \"total_sessions\": 3, \"mean_week_duration\": 5.659}, \"51729\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-09-27 03:14:07.000000+00:00\", \"2023-06-26 11:03:07.000000+00:00\", \"2021-09-06 13:53:10.000000+00:00\", \"2023-01-02 04:28:36.000000+00:00\", \"2023-02-09 09:26:40.000000+00:00\", \"2022-11-30 09:44:18.000000+00:00\", \"2023-05-22 10:24:18.000000+00:00\", \"2021-10-13 23:18:52.000000+00:00\"], \"session_ids\": [\"9cc9b816-31d7-4677-a67c-8c403a1f4c32\", \"69dda5b2-19ea-4fce-a221-d7e9f7f7911c\", \"48c5befe-951e-4d1e-b96e-a84ff5c5d82c\", \"6763e0a7-2554-40be-9777-be5af1912cad\", \"6d57950c-05e4-4af8-a810-82407b5dc8c2\", \"1633d5ba-f4f6-4e45-a3d6-116a6e9a7dc7\", \"18844763-c9f1-4984-a248-ece4dbe5c0ed\", \"809774ea-a8c5-4741-a48b-861ce6577210\"], \"total_duration\": 1268.0, \"total_sessions\": 8, \"mean_week_duration\": 6.469}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or greater than 23 and are equal or less than 49"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[23, 49]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about user with a app usage time that is above 651 plus apply sorting by total time using the app from the smallest value to the largest 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{\"91058\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-02-02 07:46:09.000000+00:00\", \"2020-08-14 03:39:48.000000+00:00\"], \"session_ids\": [\"3a00d23b-80b3-47af-815a-77be99dde7b6\", \"fdbcd491-b9a6-4913-97f4-0f012de8c202\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.442}, \"90043\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-10-03 19:17:05.000000+00:00\", \"2022-05-15 16:16:56.000000+00:00\"], \"session_ids\": [\"8f8e32a6-f0d1-4bf8-98f4-3b1dbc79cf50\", \"de897572-f80d-4825-a637-32b260b3f242\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 4.048}, \"7789\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-06-11 08:23:58.000000+00:00\", \"2021-09-08 17:30:10.000000+00:00\", \"2020-10-04 14:10:04.000000+00:00\", \"2020-04-13 10:22:15.000000+00:00\", \"2019-02-10 19:58:24.000000+00:00\", \"2023-04-18 01:42:06.000000+00:00\", \"2021-09-21 09:32:40.000000+00:00\", \"2020-01-01 01:31:16.000000+00:00\"], \"session_ids\": [\"2cba46de-0553-442d-b51b-1cc1173e1d00\", \"a14196f3-1afb-4ab6-a3e0-fe7a8ebc366b\", \"6541b579-799b-4454-ae4c-191af4754ecf\", \"49dcb7cc-3006-4fec-bff0-bdbe6ded2763\", \"7ec904f6-b91e-4329-acd7-708dc5a4cd96\", \"8d3d0c50-624e-4432-9885-c260e0353d5d\", \"eeced5c5-3e2e-48ae-bd8f-4c67469db907\", \"48e9639b-7264-4292-95ce-c9c421a7a6ef\"], \"total_duration\": 4350.0, \"total_sessions\": 8, \"mean_week_duration\": 19.863}, \"36605\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-02-21 13:07:52.000000+00:00\", \"2021-05-13 20:40:15.000000+00:00\"], \"session_ids\": [\"83c1b539-e3a0-4f6c-a2fa-774e65567eac\", \"d899f840-3b08-4d56-8afe-b089f5d8cd53\"], \"total_duration\": 343.0, \"total_sessions\": 2, \"mean_week_duration\": 8.366}, \"19995\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-11-23 22:33:43.000000+00:00\", \"2022-11-25 23:59:05.000000+00:00\", \"2021-08-02 22:14:10.000000+00:00\"], \"session_ids\": [\"c560ea2c-6018-4931-86fa-5643d2564e64\", \"e024470c-ea5d-4462-baf1-83905230d080\", \"f62eeedd-9580-4e19-8ca7-5ffe93d1eda5\"], \"total_duration\": 610.0, \"total_sessions\": 3, \"mean_week_duration\": 8.841}, \"50835\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2019-01-11 03:21:36.000000+00:00\", \"2022-10-17 07:41:28.000000+00:00\", \"2019-09-19 21:56:25.000000+00:00\"], \"session_ids\": [\"705f9dee-6b5c-4734-9a25-2cb27df86036\", \"127b47ff-0662-4611-9d47-14a7077f71ad\", \"6571d2cc-c3e8-4f97-b504-c38c0fbe8834\"], \"total_duration\": 718.0, \"total_sessions\": 3, \"mean_week_duration\": 3.645}, \"29150\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-10-13 20:22:49.000000+00:00\", \"2019-09-06 02:48:49.000000+00:00\", \"2020-05-03 13:28:31.000000+00:00\", \"2021-02-15 17:27:44.000000+00:00\", \"2022-11-06 13:13:55.000000+00:00\"], \"session_ids\": [\"cf0ca1a0-f1cd-4108-86e0-19f8354aba35\", \"9bcab8f4-14dd-4cb4-88a6-34fbd9902692\", \"a373846c-b10d-47f6-bff4-323881d5c33a\", \"9b743764-6094-40f3-8b3d-f8a2a54e9cff\", \"65555fef-f9ce-4cc5-a95b-7e2b5ac5d68c\"], \"total_duration\": 1745.0, \"total_sessions\": 5, \"mean_week_duration\": 10.512}, \"15225\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-03-29 20:19:16.000000+00:00\", \"2020-08-24 22:44:31.000000+00:00\"], \"session_ids\": [\"33eb0a53-1e3d-450b-8e07-820093f97cba\", \"eb7eac5f-1955-4fa9-a547-6aa1f36d42af\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 1.386}, \"20187\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-01-15 03:19:14.000000+00:00\", \"2022-01-05 21:04:21.000000+00:00\", \"2021-04-10 20:41:20.000000+00:00\", \"2019-05-16 17:05:55.000000+00:00\"], \"session_ids\": [\"58bf7e10-a058-4631-9c22-d0b8b7f7ac67\", \"332a6745-901a-4bc1-9d55-8147d386bde7\", \"e0c0ed22-c48b-4c88-b34e-d9f40f681f13\", \"4297173b-9fcb-41a1-8d51-7518269d1654\"], \"total_duration\": 2153.0, \"total_sessions\": 4, \"mean_week_duration\": 15.379}, \"83391\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-02-15 08:02:23.000000+00:00\", \"2019-07-20 02:14:20.000000+00:00\", \"2020-04-26 05:43:55.000000+00:00\", \"2020-09-28 23:55:49.000000+00:00\", \"2021-04-20 14:18:18.000000+00:00\"], \"session_ids\": [\"c10d5532-2b77-4f14-a245-6fcbe3629f95\", \"f1cef7ce-eabf-4cd4-abd3-9f9af892633e\", \"c0fd4c69-d314-40f1-8dde-16abc83fdd88\", \"38101572-8ea1-4ee9-8964-0dc4d5d3b3d2\", \"38a4a9a4-4529-4944-9f3f-47357f4c4cdb\"], \"total_duration\": 115.0, \"total_sessions\": 5, \"mean_week_duration\": 0.852}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or greater than 651"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\"]]}, \"all_values\": {\"total_duration\": [[651, 2868]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"7789\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-06-11 08:23:58.000000+00:00\", \"2021-09-08 17:30:10.000000+00:00\", \"2020-10-04 14:10:04.000000+00:00\", \"2020-04-13 10:22:15.000000+00:00\", \"2019-02-10 19:58:24.000000+00:00\", \"2023-04-18 01:42:06.000000+00:00\", \"2021-09-21 09:32:40.000000+00:00\", \"2020-01-01 01:31:16.000000+00:00\"], \"session_ids\": [\"2cba46de-0553-442d-b51b-1cc1173e1d00\", \"a14196f3-1afb-4ab6-a3e0-fe7a8ebc366b\", \"6541b579-799b-4454-ae4c-191af4754ecf\", \"49dcb7cc-3006-4fec-bff0-bdbe6ded2763\", \"7ec904f6-b91e-4329-acd7-708dc5a4cd96\", \"8d3d0c50-624e-4432-9885-c260e0353d5d\", \"eeced5c5-3e2e-48ae-bd8f-4c67469db907\", \"48e9639b-7264-4292-95ce-c9c421a7a6ef\"], \"total_duration\": 4350.0, \"total_sessions\": 8, \"mean_week_duration\": 19.863}, \"50835\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2019-01-11 03:21:36.000000+00:00\", \"2022-10-17 07:41:28.000000+00:00\", \"2019-09-19 21:56:25.000000+00:00\"], \"session_ids\": [\"705f9dee-6b5c-4734-9a25-2cb27df86036\", \"127b47ff-0662-4611-9d47-14a7077f71ad\", \"6571d2cc-c3e8-4f97-b504-c38c0fbe8834\"], \"total_duration\": 718.0, \"total_sessions\": 3, \"mean_week_duration\": 3.645}, \"29150\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-10-13 20:22:49.000000+00:00\", \"2019-09-06 02:48:49.000000+00:00\", \"2020-05-03 13:28:31.000000+00:00\", \"2021-02-15 17:27:44.000000+00:00\", \"2022-11-06 13:13:55.000000+00:00\"], \"session_ids\": [\"cf0ca1a0-f1cd-4108-86e0-19f8354aba35\", \"9bcab8f4-14dd-4cb4-88a6-34fbd9902692\", \"a373846c-b10d-47f6-bff4-323881d5c33a\", \"9b743764-6094-40f3-8b3d-f8a2a54e9cff\", \"65555fef-f9ce-4cc5-a95b-7e2b5ac5d68c\"], \"total_duration\": 1745.0, \"total_sessions\": 5, \"mean_week_duration\": 10.512}, \"20187\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-01-15 03:19:14.000000+00:00\", \"2022-01-05 21:04:21.000000+00:00\", \"2021-04-10 20:41:20.000000+00:00\", \"2019-05-16 17:05:55.000000+00:00\"], \"session_ids\": [\"58bf7e10-a058-4631-9c22-d0b8b7f7ac67\", \"332a6745-901a-4bc1-9d55-8147d386bde7\", \"e0c0ed22-c48b-4c88-b34e-d9f40f681f13\", \"4297173b-9fcb-41a1-8d51-7518269d1654\"], \"total_duration\": 2153.0, \"total_sessions\": 4, \"mean_week_duration\": 15.379}}\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[{\"50835\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2019-01-11 03:21:36.000000+00:00\", \"2022-10-17 07:41:28.000000+00:00\", \"2019-09-19 21:56:25.000000+00:00\"], \"session_ids\": [\"705f9dee-6b5c-4734-9a25-2cb27df86036\", \"127b47ff-0662-4611-9d47-14a7077f71ad\", \"6571d2cc-c3e8-4f97-b504-c38c0fbe8834\"], \"total_duration\": 718.0, \"total_sessions\": 3, \"mean_week_duration\": 3.645}}, {\"29150\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-10-13 20:22:49.000000+00:00\", \"2019-09-06 02:48:49.000000+00:00\", \"2020-05-03 13:28:31.000000+00:00\", \"2021-02-15 17:27:44.000000+00:00\", \"2022-11-06 13:13:55.000000+00:00\"], \"session_ids\": [\"cf0ca1a0-f1cd-4108-86e0-19f8354aba35\", \"9bcab8f4-14dd-4cb4-88a6-34fbd9902692\", \"a373846c-b10d-47f6-bff4-323881d5c33a\", \"9b743764-6094-40f3-8b3d-f8a2a54e9cff\", \"65555fef-f9ce-4cc5-a95b-7e2b5ac5d68c\"], \"total_duration\": 1745.0, \"total_sessions\": 5, \"mean_week_duration\": 10.512}}, {\"20187\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-01-15 03:19:14.000000+00:00\", \"2022-01-05 21:04:21.000000+00:00\", \"2021-04-10 20:41:20.000000+00:00\", \"2019-05-16 17:05:55.000000+00:00\"], \"session_ids\": [\"58bf7e10-a058-4631-9c22-d0b8b7f7ac67\", \"332a6745-901a-4bc1-9d55-8147d386bde7\", \"e0c0ed22-c48b-4c88-b34e-d9f40f681f13\", \"4297173b-9fcb-41a1-8d51-7518269d1654\"], \"total_duration\": 2153.0, \"total_sessions\": 4, \"mean_week_duration\": 15.379}}, {\"7789\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-06-11 08:23:58.000000+00:00\", \"2021-09-08 17:30:10.000000+00:00\", \"2020-10-04 14:10:04.000000+00:00\", \"2020-04-13 10:22:15.000000+00:00\", \"2019-02-10 19:58:24.000000+00:00\", \"2023-04-18 01:42:06.000000+00:00\", \"2021-09-21 09:32:40.000000+00:00\", \"2020-01-01 01:31:16.000000+00:00\"], \"session_ids\": [\"2cba46de-0553-442d-b51b-1cc1173e1d00\", \"a14196f3-1afb-4ab6-a3e0-fe7a8ebc366b\", \"6541b579-799b-4454-ae4c-191af4754ecf\", \"49dcb7cc-3006-4fec-bff0-bdbe6ded2763\", \"7ec904f6-b91e-4329-acd7-708dc5a4cd96\", \"8d3d0c50-624e-4432-9885-c260e0353d5d\", \"eeced5c5-3e2e-48ae-bd8f-4c67469db907\", \"48e9639b-7264-4292-95ce-c9c421a7a6ef\"], \"total_duration\": 4350.0, \"total_sessions\": 8, \"mean_week_duration\": 19.863}}]\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[{\"50835\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2019-01-11 03:21:36.000000+00:00\", \"2022-10-17 07:41:28.000000+00:00\", \"2019-09-19 21:56:25.000000+00:00\"], \"session_ids\": [\"705f9dee-6b5c-4734-9a25-2cb27df86036\", \"127b47ff-0662-4611-9d47-14a7077f71ad\", \"6571d2cc-c3e8-4f97-b504-c38c0fbe8834\"], \"total_duration\": 718.0, \"total_sessions\": 3, \"mean_week_duration\": 3.645}}]\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[{\"50835\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2019-01-11 03:21:36.000000+00:00\", \"2022-10-17 07:41:28.000000+00:00\", \"2019-09-19 21:56:25.000000+00:00\"], \"session_ids\": [\"705f9dee-6b5c-4734-9a25-2cb27df86036\", \"127b47ff-0662-4611-9d47-14a7077f71ad\", \"6571d2cc-c3e8-4f97-b504-c38c0fbe8834\"], \"total_duration\": 718.0, \"total_sessions\": 3, \"mean_week_duration\": 3.645}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display user information who is folk of cities Berlin, Budapest, Reykjavik, Havana, Bogota, Prague and carry out sorting by time using the app per week in asc."
}
] |
[
{
"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{\"88284\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-12-21 02:01:20.000000+00:00\", \"2019-09-16 09:47:44.000000+00:00\", \"2021-09-07 02:36:58.000000+00:00\"], \"session_ids\": [\"d55b0363-c1de-40f5-82ca-642a21738e41\", \"6492805a-8bff-4c9f-a413-0418bcde573f\", \"3cc804d6-fc64-4021-be7a-966d7d80e74e\"], \"total_duration\": 99.0, \"total_sessions\": 3, \"mean_week_duration\": 0.961}, \"41750\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-04-07 19:16:28.000000+00:00\", \"2021-01-19 02:17:16.000000+00:00\"], \"session_ids\": [\"3b8cae28-46be-4d47-9e22-97ee2022462f\", \"51ed41b8-5e6c-42a9-b86c-443dde5c410a\"], \"total_duration\": 138.0, \"total_sessions\": 2, \"mean_week_duration\": 11.5}, \"82888\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-08-14 12:41:36.000000+00:00\", \"2020-02-03 08:01:15.000000+00:00\"], \"session_ids\": [\"533674d9-985c-43d1-a185-b96a9d362ff6\", \"10f5e522-14ad-4c7f-ab9f-4408c0a77b71\"], \"total_duration\": 197.0, \"total_sessions\": 2, \"mean_week_duration\": 7.88}, \"62575\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2020-08-06 22:06:18.000000+00:00\", \"2019-03-28 12:02:40.000000+00:00\"], \"session_ids\": [\"d7a2a587-b8ca-4d94-adae-9904d9a31898\", \"ce78b4be-90a3-4064-814d-8e1759c388c4\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 1.901}, \"81524\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-22 14:02:12.000000+00:00\", \"2019-05-20 09:36:13.000000+00:00\"], \"session_ids\": [\"629bcc61-2c69-4cfb-a57d-a68e71fa2b94\", \"618c9591-4154-4649-b046-6849d7f0618b\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 19.0}, \"88209\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-08-21 01:29:45.000000+00:00\", \"2019-11-03 17:55:33.000000+00:00\", \"2021-11-22 09:02:16.000000+00:00\", \"2022-02-05 21:53:29.000000+00:00\"], \"session_ids\": [\"f80befa4-a605-4af4-84e2-072e50997177\", \"cae81868-1ac4-419d-951c-9129669f0e2e\", \"f7506bb1-73e6-4b34-b447-1bda3750b51f\", \"7608d36f-f1f8-4b64-9d7e-caefc5e44600\"], \"total_duration\": 54.0, \"total_sessions\": 4, \"mean_week_duration\": 0.458}, \"79435\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-11-17 01:10:13.000000+00:00\", \"2020-07-06 08:47:36.000000+00:00\"], \"session_ids\": [\"b4b073b2-98dc-40a2-9bf7-db6d96de1890\", \"7b2f5a5d-efb7-431e-8f14-3809e5d605ac\"], \"total_duration\": 248.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"48966\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-02 17:49:29.000000+00:00\", \"2019-12-31 20:52:50.000000+00:00\", \"2020-01-20 06:00:10.000000+00:00\"], \"session_ids\": [\"77028c30-8ecd-4309-a0ad-51e0f005cac6\", \"b0efd07e-d5f6-4e93-acdd-07f3022f13f5\", \"15b6a600-f0d0-47bc-a06d-8e97e25ad656\"], \"total_duration\": 406.0, \"total_sessions\": 3, \"mean_week_duration\": 14.0}, \"54330\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-07-22 10:10:43.000000+00:00\", \"2019-11-30 13:31:59.000000+00:00\", \"2020-04-18 04:53:24.000000+00:00\", \"2019-11-29 10:11:10.000000+00:00\", \"2020-12-01 16:40:03.000000+00:00\", \"2020-03-23 03:19:16.000000+00:00\", \"2020-05-17 02:39:07.000000+00:00\", \"2021-07-21 05:45:50.000000+00:00\", \"2021-12-27 20:51:18.000000+00:00\", \"2020-03-10 09:55:46.000000+00:00\"], \"session_ids\": [\"755935a2-c7a5-42d6-8feb-d015f15c42d8\", \"d8fc01d6-2df9-4d56-9fe4-13a3cb43b413\", \"bec8f929-516f-4805-9b0a-9e7417c6596d\", \"a2828711-59a5-4590-82a0-002a1020f476\", \"d9221c34-09f1-4773-98e3-9e2e619362a3\", \"7aee8f84-a2b0-4f9e-a675-c6a2e5dcead1\", \"8ace31fa-00f7-4502-b590-73329bf851a5\", \"dc723f93-7a60-47c6-a0f9-62c97d213c1b\", \"395f83b1-1947-48b8-8bee-52b7e5b1ed40\", \"60654758-cb9e-40f9-a27d-e02d89be4dba\"], \"total_duration\": 19869.0, \"total_sessions\": 10, \"mean_week_duration\": 182.284}, \"5067\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-08-19 02:24:21.000000+00:00\", \"2021-05-03 21:57:33.000000+00:00\"], \"session_ids\": [\"49f6ed71-0a92-4147-bd27-2762ff86fad2\", \"97429aab-1655-40e1-b616-01da952df81e\"], \"total_duration\": 296.0, \"total_sessions\": 2, \"mean_week_duration\": 3.326}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Berlin, Budapest, Reykjavik, Havana, Bogota, Prague"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Berlin\", \"Budapest\", \"Reykjavik\", \"Havana\", \"Bogota\", \"Prague\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"81524\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-22 14:02:12.000000+00:00\", \"2019-05-20 09:36:13.000000+00:00\"], \"session_ids\": [\"629bcc61-2c69-4cfb-a57d-a68e71fa2b94\", \"618c9591-4154-4649-b046-6849d7f0618b\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 19.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"81524\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-22 14:02:12.000000+00:00\", \"2019-05-20 09:36:13.000000+00:00\"], \"session_ids\": [\"629bcc61-2c69-4cfb-a57d-a68e71fa2b94\", \"618c9591-4154-4649-b046-6849d7f0618b\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 19.0}}]\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[{\"81524\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-22 14:02:12.000000+00:00\", \"2019-05-20 09:36:13.000000+00:00\"], \"session_ids\": [\"629bcc61-2c69-4cfb-a57d-a68e71fa2b94\", \"618c9591-4154-4649-b046-6849d7f0618b\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 19.0}}]\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[{\"81524\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-22 14:02:12.000000+00:00\", \"2019-05-20 09:36:13.000000+00:00\"], \"session_ids\": [\"629bcc61-2c69-4cfb-a57d-a68e71fa2b94\", \"618c9591-4154-4649-b046-6849d7f0618b\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 19.0}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about 7 users who are residing in cities Hanoi, Rio de Janeiro, Tokyo, Manila and implement sorting by overall duration of sessions per week from the largest to the smallest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"63462\": {\"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\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-10-28 18:16:29.000000+00:00\", \"2020-01-18 10:31:51.000000+00:00\"], \"session_ids\": [\"25637f6b-5ab8-457d-bf56-f687d90f3dea\", \"4b63c0ce-5920-4639-9b1e-279751516fad\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 1.855}, \"59808\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-10-15 09:36:34.000000+00:00\", \"2021-02-08 19:39:48.000000+00:00\"], \"session_ids\": [\"ece3cb67-a127-4f06-a7f7-538ad483260f\", \"6cb2776e-2770-4a56-a201-e830917f1a11\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 0.652}, \"14987\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-08-15 18:27:17.000000+00:00\", \"2022-05-03 16:51:52.000000+00:00\"], \"session_ids\": [\"593f9da4-3b53-483e-bd3a-9347379b0480\", \"5c21e257-65b9-46a9-a25d-76e38cfbe454\"], \"total_duration\": 414.0, \"total_sessions\": 2, \"mean_week_duration\": 10.895}, \"45210\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-08-01 14:08:48.000000+00:00\", \"2019-02-21 21:58:30.000000+00:00\"], \"session_ids\": [\"fa47c1d6-4152-4e4d-8f20-a649dac1dd0e\", \"c18863e7-6c72-4804-b970-ec1cab15c0c8\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.141}, \"8817\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-18 17:35:43.000000+00:00\", \"2020-09-10 03:44:19.000000+00:00\"], \"session_ids\": [\"b408664e-a37d-4786-b6da-04f19be226b9\", \"1c370bfb-4d9d-464f-b3a5-5a99434562af\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 6.529}, \"61647\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-06-02 07:06:11.000000+00:00\", \"2020-11-15 05:19:56.000000+00:00\", \"2021-01-22 13:28:10.000000+00:00\"], \"session_ids\": [\"0bec14ba-0760-4897-9814-70b5ccef2c1d\", \"16287b16-8701-4160-b117-36d50f9f1acf\", \"946055b5-246d-48a9-9ce3-36e07167081e\"], \"total_duration\": 532.0, \"total_sessions\": 3, \"mean_week_duration\": 4.0}, \"44745\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-10-01 21:10:50.000000+00:00\", \"2022-07-13 01:15:56.000000+00:00\", \"2020-12-25 06:32:21.000000+00:00\"], \"session_ids\": [\"6752e152-7840-4b3f-9f06-ef1f447361ae\", \"3289c872-f53f-4d20-b2b3-96a04598c454\", \"14ffbb70-9447-485e-a883-41a7c35e5381\"], \"total_duration\": 35.0, \"total_sessions\": 3, \"mean_week_duration\": 0.376}, \"78919\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-04-10 14:56:01.000000+00:00\", \"2022-09-12 17:13:47.000000+00:00\"], \"session_ids\": [\"55fcf036-aa6b-407b-b8bd-468830900d47\", \"74f47e7f-8727-468b-aaf7-d2327efb6b08\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.867}, \"88654\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-06-01 22:28:44.000000+00:00\", \"2022-03-20 01:11:02.000000+00:00\", \"2020-04-08 13:48:09.000000+00:00\", \"2019-08-23 18:22:22.000000+00:00\", \"2019-07-06 10:45:47.000000+00:00\", \"2019-07-08 22:08:17.000000+00:00\"], \"session_ids\": [\"99fed2ef-f612-4d7f-9e63-66f09fc2a765\", \"324e4b37-ae0a-4640-8269-ce78895c7de8\", \"7bb32d22-9a98-41c5-9773-41a49c24b9a8\", \"fd501397-1e68-4599-8504-6c8bf1ace1a4\", \"1a9011e8-9226-4bee-b8e4-2c9ba44b498f\", \"49290cd1-6f41-4d38-9c09-d4446f97a5c2\"], \"total_duration\": 1951.0, \"total_sessions\": 6, \"mean_week_duration\": 12.836}, \"88403\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-01-21 12:44:39.000000+00:00\", \"2020-06-17 14:22:04.000000+00:00\"], \"session_ids\": [\"d903a41c-d86f-42a5-a94a-d6c599d42555\", \"e3718331-86b6-4150-9dd1-2bc345b4cf54\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 15.355}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are Hanoi, Rio de Janeiro, Tokyo, Manila"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Hanoi\", \"Rio de Janeiro\", \"Tokyo\", \"Manila\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"88403\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-01-21 12:44:39.000000+00:00\", \"2020-06-17 14:22:04.000000+00:00\"], \"session_ids\": [\"d903a41c-d86f-42a5-a94a-d6c599d42555\", \"e3718331-86b6-4150-9dd1-2bc345b4cf54\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 15.355}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"88403\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-01-21 12:44:39.000000+00:00\", \"2020-06-17 14:22:04.000000+00:00\"], \"session_ids\": [\"d903a41c-d86f-42a5-a94a-d6c599d42555\", \"e3718331-86b6-4150-9dd1-2bc345b4cf54\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 15.355}}]\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[{\"88403\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-01-21 12:44:39.000000+00:00\", \"2020-06-17 14:22:04.000000+00:00\"], \"session_ids\": [\"d903a41c-d86f-42a5-a94a-d6c599d42555\", \"e3718331-86b6-4150-9dd1-2bc345b4cf54\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 15.355}}]\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[{\"88403\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-01-21 12:44:39.000000+00:00\", \"2020-06-17 14:22:04.000000+00:00\"], \"session_ids\": [\"d903a41c-d86f-42a5-a94a-d6c599d42555\", \"e3718331-86b6-4150-9dd1-2bc345b4cf54\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 15.355}}]\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 4 users with a overall quantity of sessions of sessions that is below 5, inclusive num 5 as well as apply sorting by town naming asc."
}
] |
[
{
"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{\"18101\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-11-13 05:53:28.000000+00:00\", \"2021-07-13 13:41:27.000000+00:00\"], \"session_ids\": [\"83889568-4c5b-4b93-9e73-e870c97738ea\", \"0471a0ae-e9e2-462f-ad14-34dd863f4d2a\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 2.629}, \"64212\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-07-20 04:51:44.000000+00:00\", \"2020-03-16 16:16:52.000000+00:00\", \"2019-08-14 12:58:13.000000+00:00\", \"2022-05-28 18:18:55.000000+00:00\"], \"session_ids\": [\"d342f90d-2eea-4c9c-b282-df5fc8581555\", \"729c04ea-95ec-41b6-be17-97087ca81c74\", \"4bd3d798-5f0a-46b8-8253-4d89169fe927\", \"d6002cb8-c16a-42ce-a439-7b1d28cdf9d8\"], \"total_duration\": 29.0, \"total_sessions\": 4, \"mean_week_duration\": 0.199}, \"16052\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-06 13:15:34.000000+00:00\", \"2021-10-16 02:02:52.000000+00:00\", \"2023-05-13 10:48:49.000000+00:00\", \"2021-03-03 20:50:15.000000+00:00\"], \"session_ids\": [\"7c320cab-c64e-4a4a-83b7-0e66759085f3\", \"b17d663c-7a62-43b6-b926-5accdddf9a78\", \"5a93d762-0160-49a1-b2f1-e09bed018a27\", \"e1f868ac-4822-4d73-9c62-406ebdd667ca\"], \"total_duration\": 1529.0, \"total_sessions\": 4, \"mean_week_duration\": 13.296}, \"94925\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-03-16 20:19:21.000000+00:00\", \"2020-05-30 05:51:25.000000+00:00\"], \"session_ids\": [\"d82d31a0-bb83-4934-bf78-59faf3ed4d5d\", \"ea44635c-23eb-4184-a3c1-8c1db28d029a\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 1.214}, \"8008\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 8, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-03 22:49:26.000000+00:00\", \"2022-11-24 12:21:38.000000+00:00\"], \"session_ids\": [\"d939c573-2140-4812-ae8f-3b5a8edc0ef1\", \"917ef64d-298a-4d3a-90df-1a5ce44fb778\"], \"total_duration\": 285.0, \"total_sessions\": 2, \"mean_week_duration\": 6.064}, \"4744\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-12-17 06:59:45.000000+00:00\", \"2023-02-02 22:40:19.000000+00:00\", \"2023-06-06 10:06:09.000000+00:00\", \"2022-11-03 19:52:07.000000+00:00\", \"2019-10-16 20:57:55.000000+00:00\", \"2022-05-20 09:01:58.000000+00:00\", \"2021-07-14 18:38:28.000000+00:00\", \"2022-05-28 08:33:07.000000+00:00\"], \"session_ids\": [\"821e4aed-df5d-473a-b5c4-142092a0af0b\", \"f8aba90a-ad2b-4a74-bb17-80a9e09a8423\", \"6ef799af-906f-4fb0-86b0-82695cb7e55c\", \"62a3832a-25bc-413f-b38c-0691b094c0e3\", \"69eb8ab8-eb12-47e9-ab9c-99a15cbef70c\", \"3a9dd1ec-ca13-4fc4-91ac-d7af21cca5e6\", \"f46e0344-f68a-4147-b243-a355f349a12e\", \"46177b9d-b0aa-49ec-889b-4f90d458399d\"], \"total_duration\": 823.0, \"total_sessions\": 8, \"mean_week_duration\": 4.332}, \"28189\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-08-28 03:15:53.000000+00:00\", \"2022-01-15 02:30:07.000000+00:00\"], \"session_ids\": [\"884f6e5a-3315-4b23-9d72-6b054f196c1c\", \"3a25ee04-5fc3-492c-941b-28a73baeca7c\"], \"total_duration\": 249.0, \"total_sessions\": 2, \"mean_week_duration\": 3.458}, \"11193\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-14 12:00:00.000000+00:00\", \"2020-06-27 05:05:10.000000+00:00\", \"2021-09-29 18:08:22.000000+00:00\"], \"session_ids\": [\"e26ea0a4-aebc-48c5-a88c-99af88b72a21\", \"b98b3744-bc4d-4d1d-9f79-41f4435cc0fb\", \"a6e931cf-8d7d-4cd9-a907-40c73f912e31\"], \"total_duration\": 706.0, \"total_sessions\": 3, \"mean_week_duration\": 4.836}, \"9709\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-04-04 22:34:23.000000+00:00\", \"2020-06-02 10:15:06.000000+00:00\"], \"session_ids\": [\"9450d198-a33a-49f0-bbc2-75641a8bf6eb\", \"efd53366-2ef3-48d3-9ea0-590a596f2cf0\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.328}, \"83019\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-22 01:01:04.000000+00:00\", \"2022-02-01 23:56:08.000000+00:00\"], \"session_ids\": [\"a3980fa2-c9b8-4e61-afaf-1a401d2a00af\", \"c71eac87-f75c-47e2-b650-d1bc6248f6e8\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 3.852}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or less than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\"]]}, \"all_values\": {\"total_sessions\": [[5, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"18101\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-11-13 05:53:28.000000+00:00\", \"2021-07-13 13:41:27.000000+00:00\"], \"session_ids\": [\"83889568-4c5b-4b93-9e73-e870c97738ea\", \"0471a0ae-e9e2-462f-ad14-34dd863f4d2a\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 2.629}, \"64212\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-07-20 04:51:44.000000+00:00\", \"2020-03-16 16:16:52.000000+00:00\", \"2019-08-14 12:58:13.000000+00:00\", \"2022-05-28 18:18:55.000000+00:00\"], \"session_ids\": [\"d342f90d-2eea-4c9c-b282-df5fc8581555\", \"729c04ea-95ec-41b6-be17-97087ca81c74\", \"4bd3d798-5f0a-46b8-8253-4d89169fe927\", \"d6002cb8-c16a-42ce-a439-7b1d28cdf9d8\"], \"total_duration\": 29.0, \"total_sessions\": 4, \"mean_week_duration\": 0.199}, \"16052\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-06 13:15:34.000000+00:00\", \"2021-10-16 02:02:52.000000+00:00\", \"2023-05-13 10:48:49.000000+00:00\", \"2021-03-03 20:50:15.000000+00:00\"], \"session_ids\": [\"7c320cab-c64e-4a4a-83b7-0e66759085f3\", \"b17d663c-7a62-43b6-b926-5accdddf9a78\", \"5a93d762-0160-49a1-b2f1-e09bed018a27\", \"e1f868ac-4822-4d73-9c62-406ebdd667ca\"], \"total_duration\": 1529.0, \"total_sessions\": 4, \"mean_week_duration\": 13.296}, \"94925\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-03-16 20:19:21.000000+00:00\", \"2020-05-30 05:51:25.000000+00:00\"], \"session_ids\": [\"d82d31a0-bb83-4934-bf78-59faf3ed4d5d\", \"ea44635c-23eb-4184-a3c1-8c1db28d029a\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 1.214}, \"8008\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 8, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-03 22:49:26.000000+00:00\", \"2022-11-24 12:21:38.000000+00:00\"], \"session_ids\": [\"d939c573-2140-4812-ae8f-3b5a8edc0ef1\", \"917ef64d-298a-4d3a-90df-1a5ce44fb778\"], \"total_duration\": 285.0, \"total_sessions\": 2, \"mean_week_duration\": 6.064}, \"28189\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-08-28 03:15:53.000000+00:00\", \"2022-01-15 02:30:07.000000+00:00\"], \"session_ids\": [\"884f6e5a-3315-4b23-9d72-6b054f196c1c\", \"3a25ee04-5fc3-492c-941b-28a73baeca7c\"], \"total_duration\": 249.0, \"total_sessions\": 2, \"mean_week_duration\": 3.458}, \"11193\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-14 12:00:00.000000+00:00\", \"2020-06-27 05:05:10.000000+00:00\", \"2021-09-29 18:08:22.000000+00:00\"], \"session_ids\": [\"e26ea0a4-aebc-48c5-a88c-99af88b72a21\", \"b98b3744-bc4d-4d1d-9f79-41f4435cc0fb\", \"a6e931cf-8d7d-4cd9-a907-40c73f912e31\"], \"total_duration\": 706.0, \"total_sessions\": 3, \"mean_week_duration\": 4.836}, \"9709\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-04-04 22:34:23.000000+00:00\", \"2020-06-02 10:15:06.000000+00:00\"], \"session_ids\": [\"9450d198-a33a-49f0-bbc2-75641a8bf6eb\", \"efd53366-2ef3-48d3-9ea0-590a596f2cf0\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.328}, \"83019\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-22 01:01:04.000000+00:00\", \"2022-02-01 23:56:08.000000+00:00\"], \"session_ids\": [\"a3980fa2-c9b8-4e61-afaf-1a401d2a00af\", \"c71eac87-f75c-47e2-b650-d1bc6248f6e8\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 3.852}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"94925\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-03-16 20:19:21.000000+00:00\", \"2020-05-30 05:51:25.000000+00:00\"], \"session_ids\": [\"d82d31a0-bb83-4934-bf78-59faf3ed4d5d\", \"ea44635c-23eb-4184-a3c1-8c1db28d029a\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 1.214}}, {\"83019\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-22 01:01:04.000000+00:00\", \"2022-02-01 23:56:08.000000+00:00\"], \"session_ids\": [\"a3980fa2-c9b8-4e61-afaf-1a401d2a00af\", \"c71eac87-f75c-47e2-b650-d1bc6248f6e8\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 3.852}}, {\"9709\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-04-04 22:34:23.000000+00:00\", \"2020-06-02 10:15:06.000000+00:00\"], \"session_ids\": [\"9450d198-a33a-49f0-bbc2-75641a8bf6eb\", \"efd53366-2ef3-48d3-9ea0-590a596f2cf0\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.328}}, {\"16052\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-06 13:15:34.000000+00:00\", \"2021-10-16 02:02:52.000000+00:00\", \"2023-05-13 10:48:49.000000+00:00\", \"2021-03-03 20:50:15.000000+00:00\"], \"session_ids\": [\"7c320cab-c64e-4a4a-83b7-0e66759085f3\", \"b17d663c-7a62-43b6-b926-5accdddf9a78\", \"5a93d762-0160-49a1-b2f1-e09bed018a27\", \"e1f868ac-4822-4d73-9c62-406ebdd667ca\"], \"total_duration\": 1529.0, \"total_sessions\": 4, \"mean_week_duration\": 13.296}}, {\"11193\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-14 12:00:00.000000+00:00\", \"2020-06-27 05:05:10.000000+00:00\", \"2021-09-29 18:08:22.000000+00:00\"], \"session_ids\": [\"e26ea0a4-aebc-48c5-a88c-99af88b72a21\", \"b98b3744-bc4d-4d1d-9f79-41f4435cc0fb\", \"a6e931cf-8d7d-4cd9-a907-40c73f912e31\"], \"total_duration\": 706.0, \"total_sessions\": 3, \"mean_week_duration\": 4.836}}, {\"64212\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-07-20 04:51:44.000000+00:00\", \"2020-03-16 16:16:52.000000+00:00\", \"2019-08-14 12:58:13.000000+00:00\", \"2022-05-28 18:18:55.000000+00:00\"], \"session_ids\": [\"d342f90d-2eea-4c9c-b282-df5fc8581555\", \"729c04ea-95ec-41b6-be17-97087ca81c74\", \"4bd3d798-5f0a-46b8-8253-4d89169fe927\", \"d6002cb8-c16a-42ce-a439-7b1d28cdf9d8\"], \"total_duration\": 29.0, \"total_sessions\": 4, \"mean_week_duration\": 0.199}}, {\"8008\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 8, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-03 22:49:26.000000+00:00\", \"2022-11-24 12:21:38.000000+00:00\"], \"session_ids\": [\"d939c573-2140-4812-ae8f-3b5a8edc0ef1\", \"917ef64d-298a-4d3a-90df-1a5ce44fb778\"], \"total_duration\": 285.0, \"total_sessions\": 2, \"mean_week_duration\": 6.064}}, {\"28189\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-08-28 03:15:53.000000+00:00\", \"2022-01-15 02:30:07.000000+00:00\"], \"session_ids\": [\"884f6e5a-3315-4b23-9d72-6b054f196c1c\", \"3a25ee04-5fc3-492c-941b-28a73baeca7c\"], \"total_duration\": 249.0, \"total_sessions\": 2, \"mean_week_duration\": 3.458}}, {\"18101\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-11-13 05:53:28.000000+00:00\", \"2021-07-13 13:41:27.000000+00:00\"], \"session_ids\": [\"83889568-4c5b-4b93-9e73-e870c97738ea\", \"0471a0ae-e9e2-462f-ad14-34dd863f4d2a\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 2.629}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 4 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"94925\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-03-16 20:19:21.000000+00:00\", \"2020-05-30 05:51:25.000000+00:00\"], \"session_ids\": [\"d82d31a0-bb83-4934-bf78-59faf3ed4d5d\", \"ea44635c-23eb-4184-a3c1-8c1db28d029a\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 1.214}}, {\"83019\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-22 01:01:04.000000+00:00\", \"2022-02-01 23:56:08.000000+00:00\"], \"session_ids\": [\"a3980fa2-c9b8-4e61-afaf-1a401d2a00af\", \"c71eac87-f75c-47e2-b650-d1bc6248f6e8\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 3.852}}, {\"9709\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-04-04 22:34:23.000000+00:00\", \"2020-06-02 10:15:06.000000+00:00\"], \"session_ids\": [\"9450d198-a33a-49f0-bbc2-75641a8bf6eb\", \"efd53366-2ef3-48d3-9ea0-590a596f2cf0\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.328}}, {\"16052\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-06 13:15:34.000000+00:00\", \"2021-10-16 02:02:52.000000+00:00\", \"2023-05-13 10:48:49.000000+00:00\", \"2021-03-03 20:50:15.000000+00:00\"], \"session_ids\": [\"7c320cab-c64e-4a4a-83b7-0e66759085f3\", \"b17d663c-7a62-43b6-b926-5accdddf9a78\", \"5a93d762-0160-49a1-b2f1-e09bed018a27\", \"e1f868ac-4822-4d73-9c62-406ebdd667ca\"], \"total_duration\": 1529.0, \"total_sessions\": 4, \"mean_week_duration\": 13.296}}]\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[{\"94925\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-03-16 20:19:21.000000+00:00\", \"2020-05-30 05:51:25.000000+00:00\"], \"session_ids\": [\"d82d31a0-bb83-4934-bf78-59faf3ed4d5d\", \"ea44635c-23eb-4184-a3c1-8c1db28d029a\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 1.214}}, {\"83019\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-22 01:01:04.000000+00:00\", \"2022-02-01 23:56:08.000000+00:00\"], \"session_ids\": [\"a3980fa2-c9b8-4e61-afaf-1a401d2a00af\", \"c71eac87-f75c-47e2-b650-d1bc6248f6e8\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 3.852}}, {\"9709\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-04-04 22:34:23.000000+00:00\", \"2020-06-02 10:15:06.000000+00:00\"], \"session_ids\": [\"9450d198-a33a-49f0-bbc2-75641a8bf6eb\", \"efd53366-2ef3-48d3-9ea0-590a596f2cf0\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.328}}, {\"16052\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-06 13:15:34.000000+00:00\", \"2021-10-16 02:02:52.000000+00:00\", \"2023-05-13 10:48:49.000000+00:00\", \"2021-03-03 20:50:15.000000+00:00\"], \"session_ids\": [\"7c320cab-c64e-4a4a-83b7-0e66759085f3\", \"b17d663c-7a62-43b6-b926-5accdddf9a78\", \"5a93d762-0160-49a1-b2f1-e09bed018a27\", \"e1f868ac-4822-4d73-9c62-406ebdd667ca\"], \"total_duration\": 1529.0, \"total_sessions\": 4, \"mean_week_duration\": 13.296}}]\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 2 users who currently live in cities Belize City, Edinburgh, Nairobi, London as well as execute sorting by sum of sessions asc + show me only 4 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{\"41801\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2019-10-04 21:46:18.000000+00:00\", \"2022-07-25 11:18:30.000000+00:00\"], \"session_ids\": [\"9b98320d-76ae-48c0-affa-173913bafa20\", \"d2ec89d3-7b05-45f7-8787-5ab20aaff593\"], \"total_duration\": 166.0, \"total_sessions\": 2, \"mean_week_duration\": 1.129}, \"17995\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-09-09 15:00:44.000000+00:00\", \"2021-10-18 04:02:43.000000+00:00\"], \"session_ids\": [\"935fc6b6-09b5-45b1-95d1-012e27f6831a\", \"8cdfefb6-85cb-433d-ad58-9ef2630102c7\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 2.31}, \"55440\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-05-24 15:26:17.000000+00:00\", \"2020-04-20 22:02:22.000000+00:00\"], \"session_ids\": [\"7204151f-1a55-4217-88f8-bb4c056f19a9\", \"eb48fffc-1d21-45de-804a-ccc4bc07e475\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 2.5}, \"48731\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-08-09 01:10:01.000000+00:00\", \"2019-01-18 03:53:51.000000+00:00\"], \"session_ids\": [\"e76aacff-8b9d-4a14-b7fb-28ae7c2efb8e\", \"6d44eeda-fe2c-430e-b232-19a40f23dbc6\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 0.849}, \"27707\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-05-12 00:34:09.000000+00:00\", \"2022-09-05 19:59:01.000000+00:00\", \"2019-06-09 11:11:02.000000+00:00\", \"2020-07-19 01:48:16.000000+00:00\", \"2023-04-14 05:34:08.000000+00:00\"], \"session_ids\": [\"3d219806-443f-49e1-8304-4c3855719748\", \"3576ac2f-6bd7-4342-a93f-e78a21685088\", \"254ef0f5-74fe-4ef1-ba67-eb1ecb9bb8e7\", \"47111732-d289-4e8b-92aa-9f7048c31a63\", \"9daca1e3-d627-4b22-a895-2f53224a0d21\"], \"total_duration\": 206.0, \"total_sessions\": 5, \"mean_week_duration\": 1.025}, \"3173\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-06 20:48:57.000000+00:00\", \"2021-08-04 20:09:53.000000+00:00\", \"2019-01-18 04:03:36.000000+00:00\"], \"session_ids\": [\"2aa2c5de-a98d-400b-83b9-c8a01f582cd5\", \"4186b5bd-14e6-4444-8b10-5037dce28105\", \"bcc9837b-a3bc-46be-b9a8-f9ea44e2df39\"], \"total_duration\": 602.0, \"total_sessions\": 3, \"mean_week_duration\": 4.526}, \"16534\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-04-09 16:53:29.000000+00:00\", \"2021-09-12 23:28:59.000000+00:00\"], \"session_ids\": [\"054908e9-449a-4be7-841a-316f218e1e56\", \"17054c86-be0e-478d-91a8-0ed914e3354d\"], \"total_duration\": 348.0, \"total_sessions\": 2, \"mean_week_duration\": 4.244}, \"39798\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-08-22 21:49:11.000000+00:00\", \"2019-11-25 09:48:38.000000+00:00\", \"2020-10-03 15:27:52.000000+00:00\", \"2021-12-21 11:31:39.000000+00:00\", \"2021-02-15 07:21:59.000000+00:00\", \"2023-04-04 21:49:38.000000+00:00\", \"2022-07-25 00:38:22.000000+00:00\", \"2020-03-07 21:06:15.000000+00:00\", \"2020-05-17 01:44:06.000000+00:00\", \"2019-03-08 18:43:20.000000+00:00\"], \"session_ids\": [\"572cd06f-77b9-4015-a208-f3a21f1c0068\", \"56c0d6f6-1cca-4453-982f-df1561fd967a\", \"052412cb-b48c-4bce-9a64-afd548c40158\", \"dbe3c808-ea2c-4ee9-93ca-56f14d7d99f5\", \"333daf17-3735-4e75-b1a3-a1df304880a1\", \"92acc196-68e7-447c-91d8-4224fd42b6ac\", \"2bc8a54f-6536-45a1-8fb0-dde1c7d1a255\", \"851f1f13-ca47-4f8a-b6f9-0f8e079f7764\", \"5a411626-2601-4238-88b7-ecc3c31ad43c\", \"74d37a43-6f85-402c-8cc0-af4854bb64da\"], \"total_duration\": 1639.0, \"total_sessions\": 10, \"mean_week_duration\": 7.695}, \"57917\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"London\", \"datetimes\": [\"2019-02-07 22:40:32.000000+00:00\", \"2019-09-26 09:49:03.000000+00:00\", \"2021-11-02 19:37:17.000000+00:00\", \"2021-04-27 09:55:39.000000+00:00\"], \"session_ids\": [\"45de1c73-3949-48fb-8135-b0a616b71ef2\", \"bbd02c9f-6a2a-418d-82ee-765031e4b0bb\", \"e685925b-f149-4917-8525-dddd5b0f7134\", \"89583cdc-38da-495c-bbff-d9b75b7cdd74\"], \"total_duration\": 1066.0, \"total_sessions\": 4, \"mean_week_duration\": 7.455}, \"83766\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-12-13 19:53:32.000000+00:00\", \"2022-04-27 05:08:35.000000+00:00\"], \"session_ids\": [\"c23d2db8-3995-4429-a904-18bc59c162eb\", \"3ec3eefb-c83c-4c03-8d9b-e1602e42632d\"], \"total_duration\": 381.0, \"total_sessions\": 2, \"mean_week_duration\": 19.05}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are Belize City, Edinburgh, Nairobi, London"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Belize City\", \"Edinburgh\", \"Nairobi\", \"London\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"16534\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-04-09 16:53:29.000000+00:00\", \"2021-09-12 23:28:59.000000+00:00\"], \"session_ids\": [\"054908e9-449a-4be7-841a-316f218e1e56\", \"17054c86-be0e-478d-91a8-0ed914e3354d\"], \"total_duration\": 348.0, \"total_sessions\": 2, \"mean_week_duration\": 4.244}, \"57917\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"London\", \"datetimes\": [\"2019-02-07 22:40:32.000000+00:00\", \"2019-09-26 09:49:03.000000+00:00\", \"2021-11-02 19:37:17.000000+00:00\", \"2021-04-27 09:55:39.000000+00:00\"], \"session_ids\": [\"45de1c73-3949-48fb-8135-b0a616b71ef2\", \"bbd02c9f-6a2a-418d-82ee-765031e4b0bb\", \"e685925b-f149-4917-8525-dddd5b0f7134\", \"89583cdc-38da-495c-bbff-d9b75b7cdd74\"], \"total_duration\": 1066.0, \"total_sessions\": 4, \"mean_week_duration\": 7.455}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"16534\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-04-09 16:53:29.000000+00:00\", \"2021-09-12 23:28:59.000000+00:00\"], \"session_ids\": [\"054908e9-449a-4be7-841a-316f218e1e56\", \"17054c86-be0e-478d-91a8-0ed914e3354d\"], \"total_duration\": 348.0, \"total_sessions\": 2, \"mean_week_duration\": 4.244}}, {\"57917\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"London\", \"datetimes\": [\"2019-02-07 22:40:32.000000+00:00\", \"2019-09-26 09:49:03.000000+00:00\", \"2021-11-02 19:37:17.000000+00:00\", \"2021-04-27 09:55:39.000000+00:00\"], \"session_ids\": [\"45de1c73-3949-48fb-8135-b0a616b71ef2\", \"bbd02c9f-6a2a-418d-82ee-765031e4b0bb\", \"e685925b-f149-4917-8525-dddd5b0f7134\", \"89583cdc-38da-495c-bbff-d9b75b7cdd74\"], \"total_duration\": 1066.0, \"total_sessions\": 4, \"mean_week_duration\": 7.455}}]\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[{\"16534\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-04-09 16:53:29.000000+00:00\", \"2021-09-12 23:28:59.000000+00:00\"], \"session_ids\": [\"054908e9-449a-4be7-841a-316f218e1e56\", \"17054c86-be0e-478d-91a8-0ed914e3354d\"], \"total_duration\": 348.0, \"total_sessions\": 2, \"mean_week_duration\": 4.244}}, {\"57917\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"London\", \"datetimes\": [\"2019-02-07 22:40:32.000000+00:00\", \"2019-09-26 09:49:03.000000+00:00\", \"2021-11-02 19:37:17.000000+00:00\", \"2021-04-27 09:55:39.000000+00:00\"], \"session_ids\": [\"45de1c73-3949-48fb-8135-b0a616b71ef2\", \"bbd02c9f-6a2a-418d-82ee-765031e4b0bb\", \"e685925b-f149-4917-8525-dddd5b0f7134\", \"89583cdc-38da-495c-bbff-d9b75b7cdd74\"], \"total_duration\": 1066.0, \"total_sessions\": 4, \"mean_week_duration\": 7.455}}]\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[{\"16534\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-04-09 16:53:29.000000+00:00\", \"2021-09-12 23:28:59.000000+00:00\"], \"session_ids\": [\"054908e9-449a-4be7-841a-316f218e1e56\", \"17054c86-be0e-478d-91a8-0ed914e3354d\"], \"total_duration\": 348.0, \"total_sessions\": 2, \"mean_week_duration\": 4.244}}, {\"57917\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"London\", \"datetimes\": [\"2019-02-07 22:40:32.000000+00:00\", \"2019-09-26 09:49:03.000000+00:00\", \"2021-11-02 19:37:17.000000+00:00\", \"2021-04-27 09:55:39.000000+00:00\"], \"session_ids\": [\"45de1c73-3949-48fb-8135-b0a616b71ef2\", \"bbd02c9f-6a2a-418d-82ee-765031e4b0bb\", \"e685925b-f149-4917-8525-dddd5b0f7134\", \"89583cdc-38da-495c-bbff-d9b75b7cdd74\"], \"total_duration\": 1066.0, \"total_sessions\": 4, \"mean_week_duration\": 7.455}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Give me details on user whose duration summation is strictly bigger than 754 , and carry out sorting by site usage time descending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"91713\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-17 17:19:22.000000+00:00\", \"2023-03-12 22:01:49.000000+00:00\", \"2020-09-12 03:20:28.000000+00:00\", \"2022-02-22 00:52:38.000000+00:00\", \"2022-03-13 23:16:21.000000+00:00\", \"2019-05-26 14:16:54.000000+00:00\"], \"session_ids\": [\"0139d437-cdf5-48ab-bc4b-0e098a8e9e87\", \"00b2d975-e38c-4844-a269-059a666877bd\", \"a5988660-703b-43ad-8b9d-e579d98d6e78\", \"455e103c-3abd-4609-b2d1-a54e44afbc16\", \"a5efba2d-b9a0-41dd-b38c-bb9cffca7e2f\", \"b4f746e2-983c-481d-a6c0-50e81fbc137b\"], \"total_duration\": 156.0, \"total_sessions\": 6, \"mean_week_duration\": 0.788}, \"81313\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2019-01-19 16:09:45.000000+00:00\", \"2021-09-08 14:01:16.000000+00:00\"], \"session_ids\": [\"d9f839a5-c889-49d0-8ad8-277bdb2fe640\", \"c983a615-e64c-4058-8235-9fb66274bab8\"], \"total_duration\": 453.0, \"total_sessions\": 2, \"mean_week_duration\": 3.283}, \"89088\": {\"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\": \"Copenhagen\", \"datetimes\": [\"2023-03-14 13:56:16.000000+00:00\", \"2021-07-29 01:00:12.000000+00:00\"], \"session_ids\": [\"8d8ac683-50aa-42b0-afb4-1fd2d22e6aa1\", \"e864cb9d-06be-4172-ac8a-9519b9776157\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.353}, \"8063\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-08-30 13:48:23.000000+00:00\", \"2021-01-02 18:07:52.000000+00:00\", \"2020-12-21 05:54:29.000000+00:00\", \"2021-06-11 06:30:17.000000+00:00\"], \"session_ids\": [\"8542a180-639b-41af-a78b-2204f041db16\", \"f203a6e5-c805-42f3-bdfd-9384e83eda0f\", \"6e2b988c-a300-4ab9-b000-a4ea022aa850\", \"8c778ce8-a33a-4477-82a4-872b58df61c1\"], \"total_duration\": 42.0, \"total_sessions\": 4, \"mean_week_duration\": 0.452}, \"14318\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-01-31 02:41:51.000000+00:00\", \"2019-12-01 15:29:51.000000+00:00\"], \"session_ids\": [\"f5b62fcd-a1e4-49d7-897b-6c560db32e6a\", \"d6ef6f2f-0f9a-4af6-afcf-1fa23ba0e60c\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.145}, \"99840\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-05-05 00:53:19.000000+00:00\", \"2021-05-01 13:47:03.000000+00:00\", \"2022-10-02 05:48:11.000000+00:00\", \"2020-04-24 09:52:27.000000+00:00\", \"2020-01-24 12:55:28.000000+00:00\", \"2022-03-26 19:31:13.000000+00:00\", \"2019-06-19 22:02:11.000000+00:00\"], \"session_ids\": [\"e29ce15f-14be-4d32-9863-5f6812faa7a7\", \"b7253659-399c-4569-a962-4ba8a3184cc9\", \"5bdebebc-eacd-491a-a017-c0cff96f18c8\", \"9d517201-035f-4854-a96e-8d7653c56d15\", \"eb217d89-ead9-43ec-b75b-d6816c00e4e4\", \"d5d02f6b-c321-4c8d-87f7-f101366a4810\", \"34d00067-0293-494b-a53b-04b58d2af47e\"], \"total_duration\": 180.0, \"total_sessions\": 7, \"mean_week_duration\": 1.047}, \"50274\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-04-19 18:19:13.000000+00:00\", \"2019-11-05 07:02:22.000000+00:00\"], \"session_ids\": [\"92e3c8d1-761c-462b-8e8a-5d30fd4e4b86\", \"535bbfcc-ef02-44b9-a194-c8dac40dd3ae\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 7.5}, \"84887\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-11-18 07:21:59.000000+00:00\", \"2019-04-10 19:22:46.000000+00:00\", \"2021-06-02 09:14:12.000000+00:00\", \"2022-09-09 22:55:42.000000+00:00\", \"2022-12-15 01:13:49.000000+00:00\"], \"session_ids\": [\"019d1b03-62fd-4ba5-aa0c-6d7870282545\", \"cff86751-f73f-451e-8d6e-66998cb01dc6\", \"64fa55f4-f591-4bf8-b264-47e0a1395c5e\", \"cabe5ac1-bb8b-427a-97fb-4b32ae916dfe\", \"4249b35f-cb39-4865-951d-f349f0cd5031\"], \"total_duration\": 2447.0, \"total_sessions\": 5, \"mean_week_duration\": 12.745}, \"79809\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-03-04 07:39:48.000000+00:00\", \"2021-07-22 05:02:52.000000+00:00\", \"2019-11-26 16:12:50.000000+00:00\", \"2020-07-13 07:37:14.000000+00:00\"], \"session_ids\": [\"9d88d8e6-deef-4af1-bdf0-b642186de864\", \"ed73a919-2c87-433b-80ee-c4a50cf01e5d\", \"e85fbcce-f276-421c-9484-85c85b371195\", \"18ebeef0-44f5-43ba-b1fd-d4f169dae9c0\"], \"total_duration\": 250.0, \"total_sessions\": 4, \"mean_week_duration\": 2.0}, \"62917\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-08-31 23:45:43.000000+00:00\", \"2023-02-12 13:52:29.000000+00:00\", \"2019-11-03 08:31:24.000000+00:00\"], \"session_ids\": [\"cfd54a72-28a1-495f-a43e-77c74e846f97\", \"380c04f8-8959-4961-b62a-33856ab04349\", \"15467574-9ecd-445a-a217-fa378faf99cd\"], \"total_duration\": 677.0, \"total_sessions\": 3, \"mean_week_duration\": 3.959}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are greater than 754"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\"]]}, \"all_values\": {\"total_duration\": [[754, 4275]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"84887\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-11-18 07:21:59.000000+00:00\", \"2019-04-10 19:22:46.000000+00:00\", \"2021-06-02 09:14:12.000000+00:00\", \"2022-09-09 22:55:42.000000+00:00\", \"2022-12-15 01:13:49.000000+00:00\"], \"session_ids\": [\"019d1b03-62fd-4ba5-aa0c-6d7870282545\", \"cff86751-f73f-451e-8d6e-66998cb01dc6\", \"64fa55f4-f591-4bf8-b264-47e0a1395c5e\", \"cabe5ac1-bb8b-427a-97fb-4b32ae916dfe\", \"4249b35f-cb39-4865-951d-f349f0cd5031\"], \"total_duration\": 2447.0, \"total_sessions\": 5, \"mean_week_duration\": 12.745}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"84887\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-11-18 07:21:59.000000+00:00\", \"2019-04-10 19:22:46.000000+00:00\", \"2021-06-02 09:14:12.000000+00:00\", \"2022-09-09 22:55:42.000000+00:00\", \"2022-12-15 01:13:49.000000+00:00\"], \"session_ids\": [\"019d1b03-62fd-4ba5-aa0c-6d7870282545\", \"cff86751-f73f-451e-8d6e-66998cb01dc6\", \"64fa55f4-f591-4bf8-b264-47e0a1395c5e\", \"cabe5ac1-bb8b-427a-97fb-4b32ae916dfe\", \"4249b35f-cb39-4865-951d-f349f0cd5031\"], \"total_duration\": 2447.0, \"total_sessions\": 5, \"mean_week_duration\": 12.745}}]\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[{\"84887\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-11-18 07:21:59.000000+00:00\", \"2019-04-10 19:22:46.000000+00:00\", \"2021-06-02 09:14:12.000000+00:00\", \"2022-09-09 22:55:42.000000+00:00\", \"2022-12-15 01:13:49.000000+00:00\"], \"session_ids\": [\"019d1b03-62fd-4ba5-aa0c-6d7870282545\", \"cff86751-f73f-451e-8d6e-66998cb01dc6\", \"64fa55f4-f591-4bf8-b264-47e0a1395c5e\", \"cabe5ac1-bb8b-427a-97fb-4b32ae916dfe\", \"4249b35f-cb39-4865-951d-f349f0cd5031\"], \"total_duration\": 2447.0, \"total_sessions\": 5, \"mean_week_duration\": 12.745}}]\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[{\"84887\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-11-18 07:21:59.000000+00:00\", \"2019-04-10 19:22:46.000000+00:00\", \"2021-06-02 09:14:12.000000+00:00\", \"2022-09-09 22:55:42.000000+00:00\", \"2022-12-15 01:13:49.000000+00:00\"], \"session_ids\": [\"019d1b03-62fd-4ba5-aa0c-6d7870282545\", \"cff86751-f73f-451e-8d6e-66998cb01dc6\", \"64fa55f4-f591-4bf8-b264-47e0a1395c5e\", \"cabe5ac1-bb8b-427a-97fb-4b32ae916dfe\", \"4249b35f-cb39-4865-951d-f349f0cd5031\"], \"total_duration\": 2447.0, \"total_sessions\": 5, \"mean_week_duration\": 12.745}}]\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 5 users pieces of information who have sum of duration of sessions per week less than 8 (not including) and in addition sort by urban title in desc order , and remain only 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"42389\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-04-05 14:05:58.000000+00:00\", \"2023-01-14 13:42:44.000000+00:00\"], \"session_ids\": [\"b6764e1a-5ff7-435d-8b84-a2b7878537a8\", \"c997558b-282e-45ec-b14a-274c1dafe509\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 1.258}, \"15633\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-08-15 04:13:53.000000+00:00\", \"2021-03-03 10:30:21.000000+00:00\"], \"session_ids\": [\"266780fd-3d5c-4e6b-8021-d8d3584bd4c2\", \"3259b25b-76a2-4174-ae68-60d7fd309eb1\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 16.414}, \"80099\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-02-28 10:13:22.000000+00:00\", \"2021-01-28 12:31:24.000000+00:00\", \"2020-03-04 21:36:15.000000+00:00\"], \"session_ids\": [\"bb2c5471-f5ca-4c91-be42-50c205f18b26\", \"ccb6155f-0113-44c7-9535-86ffd2060140\", \"b5d16779-aabf-47ef-a7a8-fdc4e74e2919\"], \"total_duration\": 776.0, \"total_sessions\": 3, \"mean_week_duration\": 4.974}, \"63532\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-03-30 17:11:40.000000+00:00\", \"2023-06-15 22:38:05.000000+00:00\", \"2020-12-28 00:47:58.000000+00:00\"], \"session_ids\": [\"725a5aa1-3eef-4655-bf12-05f3c7956602\", \"523d7d61-767e-49b8-9427-893ece6da830\", \"1dd6fd91-e6bf-40ed-9b7f-aec8b44874ba\"], \"total_duration\": 123.0, \"total_sessions\": 3, \"mean_week_duration\": 0.953}, \"46632\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-03-30 09:46:16.000000+00:00\", \"2021-05-24 15:40:10.000000+00:00\", \"2022-04-26 21:17:58.000000+00:00\", \"2021-10-04 12:52:46.000000+00:00\", \"2020-04-09 16:02:45.000000+00:00\"], \"session_ids\": [\"ca843438-5ea5-4c42-9da4-0531de355321\", \"a8d4e577-b7e7-41b3-a87e-ee5e18d84abb\", \"b3af051c-942a-4524-816b-d0faa03c110e\", \"11b07afa-b5c4-4d27-a51f-17418d33da3f\", \"92e172ec-c251-4bdf-95bf-719f7d787b02\"], \"total_duration\": 890.0, \"total_sessions\": 5, \"mean_week_duration\": 5.528}, \"69794\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-10-19 09:04:32.000000+00:00\", \"2021-03-11 09:03:11.000000+00:00\", \"2022-07-08 10:32:30.000000+00:00\", \"2022-04-07 07:19:21.000000+00:00\"], \"session_ids\": [\"092196c2-427b-408e-8bc7-caf84b88f375\", \"fd1b8b60-d9b6-4104-9343-dcb8cef38931\", \"6ed991b3-79b3-43a1-8a65-1e2e58f3ac95\", \"48d60322-3f9a-4f3d-82fb-5f3e281f5e83\"], \"total_duration\": 1541.0, \"total_sessions\": 4, \"mean_week_duration\": 18.345}, \"5626\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-12-20 18:30:55.000000+00:00\", \"2020-04-04 07:10:46.000000+00:00\", \"2021-10-12 11:10:47.000000+00:00\"], \"session_ids\": [\"7cde1a41-c50f-46b3-a9b8-71c2ae55483a\", \"ec6b2362-f9e2-4fc6-aa7f-19ef418b3701\", \"8b904b8f-22a0-46a0-9ca0-ec12ba1a7621\"], \"total_duration\": 61.0, \"total_sessions\": 3, \"mean_week_duration\": 0.678}, \"72558\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-10-10 19:12:37.000000+00:00\", \"2020-09-11 07:40:26.000000+00:00\"], \"session_ids\": [\"a3e3db00-9e47-44c7-9ff0-2ffdce12c8b4\", \"42f1231c-46e1-4237-a1c3-e1d893a1d429\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 3.667}, \"27900\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-03-04 11:52:19.000000+00:00\", \"2020-05-06 03:35:46.000000+00:00\"], \"session_ids\": [\"bd7f9585-0113-4d7d-9d86-49a5288c23e6\", \"c6228e9f-610f-4313-b6a1-fd5e2cffb151\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.312}, \"87462\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-05-04 04:16:08.000000+00:00\", \"2021-07-24 08:21:42.000000+00:00\"], \"session_ids\": [\"6f541889-6755-4a21-a2c7-51f5ea53f914\", \"b4c4e769-a0d0-402c-b7f0-ad3ee66cea89\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 1.495}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are less than 8"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\"]]}, \"all_values\": {\"mean_week_duration\": [[8, 50]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"42389\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-04-05 14:05:58.000000+00:00\", \"2023-01-14 13:42:44.000000+00:00\"], \"session_ids\": [\"b6764e1a-5ff7-435d-8b84-a2b7878537a8\", \"c997558b-282e-45ec-b14a-274c1dafe509\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 1.258}, \"80099\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-02-28 10:13:22.000000+00:00\", \"2021-01-28 12:31:24.000000+00:00\", \"2020-03-04 21:36:15.000000+00:00\"], \"session_ids\": [\"bb2c5471-f5ca-4c91-be42-50c205f18b26\", \"ccb6155f-0113-44c7-9535-86ffd2060140\", \"b5d16779-aabf-47ef-a7a8-fdc4e74e2919\"], \"total_duration\": 776.0, \"total_sessions\": 3, \"mean_week_duration\": 4.974}, \"63532\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-03-30 17:11:40.000000+00:00\", \"2023-06-15 22:38:05.000000+00:00\", \"2020-12-28 00:47:58.000000+00:00\"], \"session_ids\": [\"725a5aa1-3eef-4655-bf12-05f3c7956602\", \"523d7d61-767e-49b8-9427-893ece6da830\", \"1dd6fd91-e6bf-40ed-9b7f-aec8b44874ba\"], \"total_duration\": 123.0, \"total_sessions\": 3, \"mean_week_duration\": 0.953}, \"46632\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-03-30 09:46:16.000000+00:00\", \"2021-05-24 15:40:10.000000+00:00\", \"2022-04-26 21:17:58.000000+00:00\", \"2021-10-04 12:52:46.000000+00:00\", \"2020-04-09 16:02:45.000000+00:00\"], \"session_ids\": [\"ca843438-5ea5-4c42-9da4-0531de355321\", \"a8d4e577-b7e7-41b3-a87e-ee5e18d84abb\", \"b3af051c-942a-4524-816b-d0faa03c110e\", \"11b07afa-b5c4-4d27-a51f-17418d33da3f\", \"92e172ec-c251-4bdf-95bf-719f7d787b02\"], \"total_duration\": 890.0, \"total_sessions\": 5, \"mean_week_duration\": 5.528}, \"5626\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-12-20 18:30:55.000000+00:00\", \"2020-04-04 07:10:46.000000+00:00\", \"2021-10-12 11:10:47.000000+00:00\"], \"session_ids\": [\"7cde1a41-c50f-46b3-a9b8-71c2ae55483a\", \"ec6b2362-f9e2-4fc6-aa7f-19ef418b3701\", \"8b904b8f-22a0-46a0-9ca0-ec12ba1a7621\"], \"total_duration\": 61.0, \"total_sessions\": 3, \"mean_week_duration\": 0.678}, \"72558\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-10-10 19:12:37.000000+00:00\", \"2020-09-11 07:40:26.000000+00:00\"], \"session_ids\": [\"a3e3db00-9e47-44c7-9ff0-2ffdce12c8b4\", \"42f1231c-46e1-4237-a1c3-e1d893a1d429\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 3.667}, \"27900\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-03-04 11:52:19.000000+00:00\", \"2020-05-06 03:35:46.000000+00:00\"], \"session_ids\": [\"bd7f9585-0113-4d7d-9d86-49a5288c23e6\", \"c6228e9f-610f-4313-b6a1-fd5e2cffb151\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.312}, \"87462\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-05-04 04:16:08.000000+00:00\", \"2021-07-24 08:21:42.000000+00:00\"], \"session_ids\": [\"6f541889-6755-4a21-a2c7-51f5ea53f914\", \"b4c4e769-a0d0-402c-b7f0-ad3ee66cea89\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 1.495}}\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[{\"80099\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-02-28 10:13:22.000000+00:00\", \"2021-01-28 12:31:24.000000+00:00\", \"2020-03-04 21:36:15.000000+00:00\"], \"session_ids\": [\"bb2c5471-f5ca-4c91-be42-50c205f18b26\", \"ccb6155f-0113-44c7-9535-86ffd2060140\", \"b5d16779-aabf-47ef-a7a8-fdc4e74e2919\"], \"total_duration\": 776.0, \"total_sessions\": 3, \"mean_week_duration\": 4.974}}, {\"72558\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-10-10 19:12:37.000000+00:00\", \"2020-09-11 07:40:26.000000+00:00\"], \"session_ids\": [\"a3e3db00-9e47-44c7-9ff0-2ffdce12c8b4\", \"42f1231c-46e1-4237-a1c3-e1d893a1d429\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 3.667}}, {\"27900\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-03-04 11:52:19.000000+00:00\", \"2020-05-06 03:35:46.000000+00:00\"], \"session_ids\": [\"bd7f9585-0113-4d7d-9d86-49a5288c23e6\", \"c6228e9f-610f-4313-b6a1-fd5e2cffb151\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.312}}, {\"87462\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-05-04 04:16:08.000000+00:00\", \"2021-07-24 08:21:42.000000+00:00\"], \"session_ids\": [\"6f541889-6755-4a21-a2c7-51f5ea53f914\", \"b4c4e769-a0d0-402c-b7f0-ad3ee66cea89\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 1.495}}, {\"63532\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-03-30 17:11:40.000000+00:00\", \"2023-06-15 22:38:05.000000+00:00\", \"2020-12-28 00:47:58.000000+00:00\"], \"session_ids\": [\"725a5aa1-3eef-4655-bf12-05f3c7956602\", \"523d7d61-767e-49b8-9427-893ece6da830\", \"1dd6fd91-e6bf-40ed-9b7f-aec8b44874ba\"], \"total_duration\": 123.0, \"total_sessions\": 3, \"mean_week_duration\": 0.953}}, {\"5626\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-12-20 18:30:55.000000+00:00\", \"2020-04-04 07:10:46.000000+00:00\", \"2021-10-12 11:10:47.000000+00:00\"], \"session_ids\": [\"7cde1a41-c50f-46b3-a9b8-71c2ae55483a\", \"ec6b2362-f9e2-4fc6-aa7f-19ef418b3701\", \"8b904b8f-22a0-46a0-9ca0-ec12ba1a7621\"], \"total_duration\": 61.0, \"total_sessions\": 3, \"mean_week_duration\": 0.678}}, {\"42389\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-04-05 14:05:58.000000+00:00\", \"2023-01-14 13:42:44.000000+00:00\"], \"session_ids\": [\"b6764e1a-5ff7-435d-8b84-a2b7878537a8\", \"c997558b-282e-45ec-b14a-274c1dafe509\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 1.258}}, {\"46632\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-03-30 09:46:16.000000+00:00\", \"2021-05-24 15:40:10.000000+00:00\", \"2022-04-26 21:17:58.000000+00:00\", \"2021-10-04 12:52:46.000000+00:00\", \"2020-04-09 16:02:45.000000+00:00\"], \"session_ids\": [\"ca843438-5ea5-4c42-9da4-0531de355321\", \"a8d4e577-b7e7-41b3-a87e-ee5e18d84abb\", \"b3af051c-942a-4524-816b-d0faa03c110e\", \"11b07afa-b5c4-4d27-a51f-17418d33da3f\", \"92e172ec-c251-4bdf-95bf-719f7d787b02\"], \"total_duration\": 890.0, \"total_sessions\": 5, \"mean_week_duration\": 5.528}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 4 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"80099\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-02-28 10:13:22.000000+00:00\", \"2021-01-28 12:31:24.000000+00:00\", \"2020-03-04 21:36:15.000000+00:00\"], \"session_ids\": [\"bb2c5471-f5ca-4c91-be42-50c205f18b26\", \"ccb6155f-0113-44c7-9535-86ffd2060140\", \"b5d16779-aabf-47ef-a7a8-fdc4e74e2919\"], \"total_duration\": 776.0, \"total_sessions\": 3, \"mean_week_duration\": 4.974}}, {\"72558\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-10-10 19:12:37.000000+00:00\", \"2020-09-11 07:40:26.000000+00:00\"], \"session_ids\": [\"a3e3db00-9e47-44c7-9ff0-2ffdce12c8b4\", \"42f1231c-46e1-4237-a1c3-e1d893a1d429\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 3.667}}, {\"27900\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-03-04 11:52:19.000000+00:00\", \"2020-05-06 03:35:46.000000+00:00\"], \"session_ids\": [\"bd7f9585-0113-4d7d-9d86-49a5288c23e6\", \"c6228e9f-610f-4313-b6a1-fd5e2cffb151\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.312}}, {\"87462\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-05-04 04:16:08.000000+00:00\", \"2021-07-24 08:21:42.000000+00:00\"], \"session_ids\": [\"6f541889-6755-4a21-a2c7-51f5ea53f914\", \"b4c4e769-a0d0-402c-b7f0-ad3ee66cea89\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 1.495}}]\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[{\"80099\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-02-28 10:13:22.000000+00:00\", \"2021-01-28 12:31:24.000000+00:00\", \"2020-03-04 21:36:15.000000+00:00\"], \"session_ids\": [\"bb2c5471-f5ca-4c91-be42-50c205f18b26\", \"ccb6155f-0113-44c7-9535-86ffd2060140\", \"b5d16779-aabf-47ef-a7a8-fdc4e74e2919\"], \"total_duration\": 776.0, \"total_sessions\": 3, \"mean_week_duration\": 4.974}}, {\"72558\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-10-10 19:12:37.000000+00:00\", \"2020-09-11 07:40:26.000000+00:00\"], \"session_ids\": [\"a3e3db00-9e47-44c7-9ff0-2ffdce12c8b4\", \"42f1231c-46e1-4237-a1c3-e1d893a1d429\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 3.667}}, {\"27900\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-03-04 11:52:19.000000+00:00\", \"2020-05-06 03:35:46.000000+00:00\"], \"session_ids\": [\"bd7f9585-0113-4d7d-9d86-49a5288c23e6\", \"c6228e9f-610f-4313-b6a1-fd5e2cffb151\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.312}}, {\"87462\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-05-04 04:16:08.000000+00:00\", \"2021-07-24 08:21:42.000000+00:00\"], \"session_ids\": [\"6f541889-6755-4a21-a2c7-51f5ea53f914\", \"b4c4e769-a0d0-402c-b7f0-ad3ee66cea89\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 1.495}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please provide insights on 8 users who have sum of sessions strictly less than 3 and greater than 9 (not including) plus implement sorting by total time using the app asc."
}
] |
[
{
"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{\"81353\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-15 17:43:04.000000+00:00\", \"2021-11-04 22:46:44.000000+00:00\"], \"session_ids\": [\"ed6e91a6-5753-45e6-9844-23aa6793f2a3\", \"1034a670-123e-4cb6-a477-123894909083\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"82101\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-05-15 22:27:12.000000+00:00\", \"2022-08-11 11:31:02.000000+00:00\", \"2021-03-28 01:25:39.000000+00:00\", \"2019-01-22 05:04:22.000000+00:00\", \"2020-04-10 13:26:48.000000+00:00\", \"2020-08-02 10:58:24.000000+00:00\", \"2022-01-20 12:16:18.000000+00:00\"], \"session_ids\": [\"ce937431-f8c9-49ec-ab97-f746f6d99aff\", \"1b02cdf0-2dc5-4679-8a35-948a71c9c48b\", \"24ca8746-17bd-487d-9cb4-adfc87b756ef\", \"2be0159c-82e4-445b-ac73-63a367d5d679\", \"7a30c113-87d3-4fbb-9dbd-baff996af1c3\", \"8e542c82-d9f0-41c7-8cbd-74afd8e996ac\", \"21e60652-7ed3-4914-bda6-23c25b139394\"], \"total_duration\": 1731.0, \"total_sessions\": 7, \"mean_week_duration\": 9.306}, \"94629\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-10 15:39:17.000000+00:00\", \"2023-04-15 02:57:22.000000+00:00\"], \"session_ids\": [\"e75f9292-da1b-40da-8cbd-bcadfa17c890\", \"eccffaa0-51e3-451e-b692-a007ed25f176\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 1.641}, \"43705\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-01-31 02:09:52.000000+00:00\", \"2021-10-15 22:19:34.000000+00:00\", \"2021-05-09 02:44:18.000000+00:00\", \"2021-02-20 07:32:50.000000+00:00\", \"2022-01-07 11:14:46.000000+00:00\"], \"session_ids\": [\"5fcbd50b-3524-4e43-a1b1-a1077c83d83b\", \"4e843efb-50d2-4672-a989-67dab2917efc\", \"811a3883-dac4-43af-8466-d50ccf65bad2\", \"a47b4d60-b069-422e-882d-bbade51f61fa\", \"8e36e4dd-4405-4be8-b309-3ace4cad2627\"], \"total_duration\": 2091.0, \"total_sessions\": 5, \"mean_week_duration\": 13.578}, \"22218\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-06-01 09:32:06.000000+00:00\", \"2019-03-21 00:32:17.000000+00:00\", \"2019-05-28 06:47:41.000000+00:00\", \"2021-02-17 16:07:15.000000+00:00\", \"2022-11-19 10:58:19.000000+00:00\", \"2021-02-02 18:06:08.000000+00:00\", \"2022-09-23 06:30:51.000000+00:00\"], \"session_ids\": [\"08012402-46c4-45cb-ad66-67ccbc9e4821\", \"ad3e2a0d-48e4-4ac5-b5fa-e03f9c992488\", \"a940e339-f8bf-4d29-b6b2-1ea87ff4db84\", \"5f8c5065-cf20-4056-a5c8-9fa04d5163ae\", \"63b82257-fdaa-4f4a-b443-80f785ba8c68\", \"10df0144-b869-4e08-838b-28f8d6f21724\", \"53773c0c-88c8-448b-af0c-90b5360c6d1f\"], \"total_duration\": 341.0, \"total_sessions\": 7, \"mean_week_duration\": 1.776}, \"8947\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2021-10-08 18:32:47.000000+00:00\", \"2023-03-07 15:12:00.000000+00:00\"], \"session_ids\": [\"5fb0f860-ef3c-470c-beab-f292ec4f290f\", \"55256b87-9f3f-4ce1-a88b-883b9ec4efb9\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.297}, \"15854\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-31 15:42:53.000000+00:00\", \"2023-06-02 17:40:55.000000+00:00\", \"2022-03-13 04:11:05.000000+00:00\", \"2019-08-21 21:08:18.000000+00:00\"], \"session_ids\": [\"e8a19fa8-a6d9-420e-bf2b-5d566831f075\", \"41a4521a-a0c8-4b9c-b308-eabff03476ab\", \"c78822b7-2396-4d17-ba4b-9a85f59f8a77\", \"1ecaa6b7-a224-4d17-ab7b-d5ce5c831038\"], \"total_duration\": 91.0, \"total_sessions\": 4, \"mean_week_duration\": 0.46}, \"23094\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-11-27 00:38:01.000000+00:00\", \"2020-03-17 16:04:14.000000+00:00\", \"2019-05-29 16:35:46.000000+00:00\", \"2021-12-04 06:27:07.000000+00:00\", \"2019-06-01 17:27:43.000000+00:00\", \"2022-12-06 00:38:58.000000+00:00\", \"2022-03-07 22:41:45.000000+00:00\", \"2023-06-14 15:33:55.000000+00:00\", \"2019-07-25 15:17:36.000000+00:00\", \"2019-12-08 18:51:40.000000+00:00\", \"2022-12-24 21:19:28.000000+00:00\"], \"session_ids\": [\"7e7d1514-d196-42d3-a15b-4c43d6e6598c\", \"80789f6d-d81d-4505-9812-d472fa6e800a\", \"46564784-c131-4705-a141-2aafa7b00bb7\", \"6259f46f-b57b-410a-bde6-2c5d9723c3da\", \"ce1e3937-b7f9-4650-888f-de475b1eb19f\", \"e074e33f-9aa3-4018-917b-b561243d453f\", \"142b392a-ce09-49f6-a4fc-b285681a8a10\", \"a4c57c8c-b3c0-42db-9710-3c11d6dcef54\", \"4ebc2cd5-d04e-4ec3-a9a2-baf2fbbecb43\", \"8a6ec3d3-f52a-4493-9162-55d1acf8861c\", \"74f2c117-49c1-4227-83ca-9e1dce014f81\"], \"total_duration\": 2588.0, \"total_sessions\": 11, \"mean_week_duration\": 12.265}, \"29798\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-01-12 08:51:57.000000+00:00\", \"2022-11-18 11:40:26.000000+00:00\"], \"session_ids\": [\"742be729-fc61-43dc-810e-b8b748abcaa7\", \"f57b14c3-3d6c-4f5d-918a-df0ca00703e2\"], \"total_duration\": 229.0, \"total_sessions\": 2, \"mean_week_duration\": 5.089}, \"55705\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-01-21 16:32:15.000000+00:00\", \"2020-01-04 14:35:30.000000+00:00\"], \"session_ids\": [\"335c3024-e115-4386-8dbb-2b12d7693a89\", \"1287d554-5999-4901-ae30-3ab6b6fde85c\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 2.08}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are less than 3 and are greater than 9"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">\"]]}, \"all_values\": {\"total_sessions\": [[3, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"81353\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-15 17:43:04.000000+00:00\", \"2021-11-04 22:46:44.000000+00:00\"], \"session_ids\": [\"ed6e91a6-5753-45e6-9844-23aa6793f2a3\", \"1034a670-123e-4cb6-a477-123894909083\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"94629\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-10 15:39:17.000000+00:00\", \"2023-04-15 02:57:22.000000+00:00\"], \"session_ids\": [\"e75f9292-da1b-40da-8cbd-bcadfa17c890\", \"eccffaa0-51e3-451e-b692-a007ed25f176\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 1.641}, \"8947\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2021-10-08 18:32:47.000000+00:00\", \"2023-03-07 15:12:00.000000+00:00\"], \"session_ids\": [\"5fb0f860-ef3c-470c-beab-f292ec4f290f\", \"55256b87-9f3f-4ce1-a88b-883b9ec4efb9\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.297}, \"29798\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-01-12 08:51:57.000000+00:00\", \"2022-11-18 11:40:26.000000+00:00\"], \"session_ids\": [\"742be729-fc61-43dc-810e-b8b748abcaa7\", \"f57b14c3-3d6c-4f5d-918a-df0ca00703e2\"], \"total_duration\": 229.0, \"total_sessions\": 2, \"mean_week_duration\": 5.089}, \"55705\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-01-21 16:32:15.000000+00:00\", \"2020-01-04 14:35:30.000000+00:00\"], \"session_ids\": [\"335c3024-e115-4386-8dbb-2b12d7693a89\", \"1287d554-5999-4901-ae30-3ab6b6fde85c\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 2.08}, \"23094\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-11-27 00:38:01.000000+00:00\", \"2020-03-17 16:04:14.000000+00:00\", \"2019-05-29 16:35:46.000000+00:00\", \"2021-12-04 06:27:07.000000+00:00\", \"2019-06-01 17:27:43.000000+00:00\", \"2022-12-06 00:38:58.000000+00:00\", \"2022-03-07 22:41:45.000000+00:00\", \"2023-06-14 15:33:55.000000+00:00\", \"2019-07-25 15:17:36.000000+00:00\", \"2019-12-08 18:51:40.000000+00:00\", \"2022-12-24 21:19:28.000000+00:00\"], \"session_ids\": [\"7e7d1514-d196-42d3-a15b-4c43d6e6598c\", \"80789f6d-d81d-4505-9812-d472fa6e800a\", \"46564784-c131-4705-a141-2aafa7b00bb7\", \"6259f46f-b57b-410a-bde6-2c5d9723c3da\", \"ce1e3937-b7f9-4650-888f-de475b1eb19f\", \"e074e33f-9aa3-4018-917b-b561243d453f\", \"142b392a-ce09-49f6-a4fc-b285681a8a10\", \"a4c57c8c-b3c0-42db-9710-3c11d6dcef54\", \"4ebc2cd5-d04e-4ec3-a9a2-baf2fbbecb43\", \"8a6ec3d3-f52a-4493-9162-55d1acf8861c\", \"74f2c117-49c1-4227-83ca-9e1dce014f81\"], \"total_duration\": 2588.0, \"total_sessions\": 11, \"mean_week_duration\": 12.265}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"8947\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2021-10-08 18:32:47.000000+00:00\", \"2023-03-07 15:12:00.000000+00:00\"], \"session_ids\": [\"5fb0f860-ef3c-470c-beab-f292ec4f290f\", \"55256b87-9f3f-4ce1-a88b-883b9ec4efb9\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.297}}, {\"55705\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-01-21 16:32:15.000000+00:00\", \"2020-01-04 14:35:30.000000+00:00\"], \"session_ids\": [\"335c3024-e115-4386-8dbb-2b12d7693a89\", \"1287d554-5999-4901-ae30-3ab6b6fde85c\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 2.08}}, {\"81353\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-15 17:43:04.000000+00:00\", \"2021-11-04 22:46:44.000000+00:00\"], \"session_ids\": [\"ed6e91a6-5753-45e6-9844-23aa6793f2a3\", \"1034a670-123e-4cb6-a477-123894909083\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}, {\"29798\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-01-12 08:51:57.000000+00:00\", \"2022-11-18 11:40:26.000000+00:00\"], \"session_ids\": [\"742be729-fc61-43dc-810e-b8b748abcaa7\", \"f57b14c3-3d6c-4f5d-918a-df0ca00703e2\"], \"total_duration\": 229.0, \"total_sessions\": 2, \"mean_week_duration\": 5.089}}, {\"94629\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-10 15:39:17.000000+00:00\", \"2023-04-15 02:57:22.000000+00:00\"], \"session_ids\": [\"e75f9292-da1b-40da-8cbd-bcadfa17c890\", \"eccffaa0-51e3-451e-b692-a007ed25f176\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 1.641}}, {\"23094\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-11-27 00:38:01.000000+00:00\", \"2020-03-17 16:04:14.000000+00:00\", \"2019-05-29 16:35:46.000000+00:00\", \"2021-12-04 06:27:07.000000+00:00\", \"2019-06-01 17:27:43.000000+00:00\", \"2022-12-06 00:38:58.000000+00:00\", \"2022-03-07 22:41:45.000000+00:00\", \"2023-06-14 15:33:55.000000+00:00\", \"2019-07-25 15:17:36.000000+00:00\", \"2019-12-08 18:51:40.000000+00:00\", \"2022-12-24 21:19:28.000000+00:00\"], \"session_ids\": [\"7e7d1514-d196-42d3-a15b-4c43d6e6598c\", \"80789f6d-d81d-4505-9812-d472fa6e800a\", \"46564784-c131-4705-a141-2aafa7b00bb7\", \"6259f46f-b57b-410a-bde6-2c5d9723c3da\", \"ce1e3937-b7f9-4650-888f-de475b1eb19f\", \"e074e33f-9aa3-4018-917b-b561243d453f\", \"142b392a-ce09-49f6-a4fc-b285681a8a10\", \"a4c57c8c-b3c0-42db-9710-3c11d6dcef54\", \"4ebc2cd5-d04e-4ec3-a9a2-baf2fbbecb43\", \"8a6ec3d3-f52a-4493-9162-55d1acf8861c\", \"74f2c117-49c1-4227-83ca-9e1dce014f81\"], \"total_duration\": 2588.0, \"total_sessions\": 11, \"mean_week_duration\": 12.265}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 8 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"8947\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2021-10-08 18:32:47.000000+00:00\", \"2023-03-07 15:12:00.000000+00:00\"], \"session_ids\": [\"5fb0f860-ef3c-470c-beab-f292ec4f290f\", \"55256b87-9f3f-4ce1-a88b-883b9ec4efb9\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.297}}, {\"55705\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-01-21 16:32:15.000000+00:00\", \"2020-01-04 14:35:30.000000+00:00\"], \"session_ids\": [\"335c3024-e115-4386-8dbb-2b12d7693a89\", \"1287d554-5999-4901-ae30-3ab6b6fde85c\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 2.08}}, {\"81353\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-15 17:43:04.000000+00:00\", \"2021-11-04 22:46:44.000000+00:00\"], \"session_ids\": [\"ed6e91a6-5753-45e6-9844-23aa6793f2a3\", \"1034a670-123e-4cb6-a477-123894909083\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}, {\"29798\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-01-12 08:51:57.000000+00:00\", \"2022-11-18 11:40:26.000000+00:00\"], \"session_ids\": [\"742be729-fc61-43dc-810e-b8b748abcaa7\", \"f57b14c3-3d6c-4f5d-918a-df0ca00703e2\"], \"total_duration\": 229.0, \"total_sessions\": 2, \"mean_week_duration\": 5.089}}, {\"94629\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-10 15:39:17.000000+00:00\", \"2023-04-15 02:57:22.000000+00:00\"], \"session_ids\": [\"e75f9292-da1b-40da-8cbd-bcadfa17c890\", \"eccffaa0-51e3-451e-b692-a007ed25f176\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 1.641}}, {\"23094\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-11-27 00:38:01.000000+00:00\", \"2020-03-17 16:04:14.000000+00:00\", \"2019-05-29 16:35:46.000000+00:00\", \"2021-12-04 06:27:07.000000+00:00\", \"2019-06-01 17:27:43.000000+00:00\", \"2022-12-06 00:38:58.000000+00:00\", \"2022-03-07 22:41:45.000000+00:00\", \"2023-06-14 15:33:55.000000+00:00\", \"2019-07-25 15:17:36.000000+00:00\", \"2019-12-08 18:51:40.000000+00:00\", \"2022-12-24 21:19:28.000000+00:00\"], \"session_ids\": [\"7e7d1514-d196-42d3-a15b-4c43d6e6598c\", \"80789f6d-d81d-4505-9812-d472fa6e800a\", \"46564784-c131-4705-a141-2aafa7b00bb7\", \"6259f46f-b57b-410a-bde6-2c5d9723c3da\", \"ce1e3937-b7f9-4650-888f-de475b1eb19f\", \"e074e33f-9aa3-4018-917b-b561243d453f\", \"142b392a-ce09-49f6-a4fc-b285681a8a10\", \"a4c57c8c-b3c0-42db-9710-3c11d6dcef54\", \"4ebc2cd5-d04e-4ec3-a9a2-baf2fbbecb43\", \"8a6ec3d3-f52a-4493-9162-55d1acf8861c\", \"74f2c117-49c1-4227-83ca-9e1dce014f81\"], \"total_duration\": 2588.0, \"total_sessions\": 11, \"mean_week_duration\": 12.265}}]\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[{\"8947\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2021-10-08 18:32:47.000000+00:00\", \"2023-03-07 15:12:00.000000+00:00\"], \"session_ids\": [\"5fb0f860-ef3c-470c-beab-f292ec4f290f\", \"55256b87-9f3f-4ce1-a88b-883b9ec4efb9\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.297}}, {\"55705\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-01-21 16:32:15.000000+00:00\", \"2020-01-04 14:35:30.000000+00:00\"], \"session_ids\": [\"335c3024-e115-4386-8dbb-2b12d7693a89\", \"1287d554-5999-4901-ae30-3ab6b6fde85c\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 2.08}}, {\"81353\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-15 17:43:04.000000+00:00\", \"2021-11-04 22:46:44.000000+00:00\"], \"session_ids\": [\"ed6e91a6-5753-45e6-9844-23aa6793f2a3\", \"1034a670-123e-4cb6-a477-123894909083\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}, {\"29798\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-01-12 08:51:57.000000+00:00\", \"2022-11-18 11:40:26.000000+00:00\"], \"session_ids\": [\"742be729-fc61-43dc-810e-b8b748abcaa7\", \"f57b14c3-3d6c-4f5d-918a-df0ca00703e2\"], \"total_duration\": 229.0, \"total_sessions\": 2, \"mean_week_duration\": 5.089}}, {\"94629\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-10 15:39:17.000000+00:00\", \"2023-04-15 02:57:22.000000+00:00\"], \"session_ids\": [\"e75f9292-da1b-40da-8cbd-bcadfa17c890\", \"eccffaa0-51e3-451e-b692-a007ed25f176\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 1.641}}, {\"23094\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-11-27 00:38:01.000000+00:00\", \"2020-03-17 16:04:14.000000+00:00\", \"2019-05-29 16:35:46.000000+00:00\", \"2021-12-04 06:27:07.000000+00:00\", \"2019-06-01 17:27:43.000000+00:00\", \"2022-12-06 00:38:58.000000+00:00\", \"2022-03-07 22:41:45.000000+00:00\", \"2023-06-14 15:33:55.000000+00:00\", \"2019-07-25 15:17:36.000000+00:00\", \"2019-12-08 18:51:40.000000+00:00\", \"2022-12-24 21:19:28.000000+00:00\"], \"session_ids\": [\"7e7d1514-d196-42d3-a15b-4c43d6e6598c\", \"80789f6d-d81d-4505-9812-d472fa6e800a\", \"46564784-c131-4705-a141-2aafa7b00bb7\", \"6259f46f-b57b-410a-bde6-2c5d9723c3da\", \"ce1e3937-b7f9-4650-888f-de475b1eb19f\", \"e074e33f-9aa3-4018-917b-b561243d453f\", \"142b392a-ce09-49f6-a4fc-b285681a8a10\", \"a4c57c8c-b3c0-42db-9710-3c11d6dcef54\", \"4ebc2cd5-d04e-4ec3-a9a2-baf2fbbecb43\", \"8a6ec3d3-f52a-4493-9162-55d1acf8861c\", \"74f2c117-49c1-4227-83ca-9e1dce014f81\"], \"total_duration\": 2588.0, \"total_sessions\": 11, \"mean_week_duration\": 12.265}}]\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 3 users whose total amount of duration is less than 1363 and strictly greater than 3145 , apply sorting by mean of duration of sessions per week form the lowest to the highest , and show me only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"30640\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-06-14 13:24:36.000000+00:00\", \"2019-06-16 15:03:32.000000+00:00\", \"2021-12-15 02:06:59.000000+00:00\", \"2023-02-14 23:33:04.000000+00:00\"], \"session_ids\": [\"4b0f1453-35ec-446a-b564-4bdb19810877\", \"7b69c906-b540-481a-a848-1385915535b7\", \"ff91eeb7-971a-4fd9-b19f-3a9998381ad2\", \"652e9164-2762-472b-a912-620b91164a31\"], \"total_duration\": 145.0, \"total_sessions\": 4, \"mean_week_duration\": 0.694}, \"53633\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-04-05 06:44:38.000000+00:00\", \"2020-08-06 06:22:33.000000+00:00\", \"2021-12-28 12:58:57.000000+00:00\"], \"session_ids\": [\"42623495-3347-4927-947c-798ab316752a\", \"bdf1fd78-4df4-496f-a6a2-afaaf40a7a7b\", \"a216bb3d-5218-437b-9750-20e5ec5582be\"], \"total_duration\": 238.0, \"total_sessions\": 3, \"mean_week_duration\": 1.664}, \"16605\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-09-11 07:19:00.000000+00:00\", \"2019-10-07 00:22:10.000000+00:00\"], \"session_ids\": [\"0d5ebc73-5381-475a-a8af-b1cf36c9243e\", \"801ecc2c-1574-44a6-a261-a26fd2d1fbea\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 1.366}, \"31995\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-08-18 08:38:31.000000+00:00\", \"2019-10-09 11:18:16.000000+00:00\"], \"session_ids\": [\"826e75bc-072c-44f7-a990-abc5336b74f3\", \"03c5d073-5723-4c15-8c0d-36f6e46befc8\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 2.375}, \"96957\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 9, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-07-24 10:47:53.000000+00:00\", \"2022-06-08 11:52:43.000000+00:00\", \"2021-05-17 16:01:16.000000+00:00\"], \"session_ids\": [\"2b718996-1d3d-4545-8cc5-4b902e544113\", \"03b63cff-c613-4ac8-90d7-f959f24df38b\", \"5c8dca2e-cffb-496a-955a-f5ee5f67140e\"], \"total_duration\": 995.0, \"total_sessions\": 3, \"mean_week_duration\": 16.048}, \"7400\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-04-03 23:24:24.000000+00:00\", \"2022-03-03 09:52:07.000000+00:00\"], \"session_ids\": [\"3cadc308-4664-4f02-b441-14e6891bc6a6\", \"1851f738-a9c5-4496-901b-3ce1d3bb4030\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.23}, \"38552\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-01-06 13:02:21.000000+00:00\", \"2022-10-05 12:29:13.000000+00:00\", \"2019-10-31 12:58:46.000000+00:00\"], \"session_ids\": [\"9cdb1c2e-2ce1-4b39-ae29-103a466b3b5e\", \"5a4512e8-f703-4963-9c7b-638bf96240e1\", \"aad90fe0-fffe-45aa-9e7f-361459d66a00\"], \"total_duration\": 516.0, \"total_sessions\": 3, \"mean_week_duration\": 3.373}, \"75928\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-02 05:06:29.000000+00:00\", \"2022-06-24 06:57:47.000000+00:00\"], \"session_ids\": [\"35d901a6-22cf-443b-a5d2-424da7c1b846\", \"ca2c2330-ad76-429a-86ff-ca62b0d8a6ec\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.683}, \"23144\": {\"keyflows\": {\"Sign In Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-01-12 05:36:32.000000+00:00\", \"2019-01-13 05:58:59.000000+00:00\"], \"session_ids\": [\"c7b24bf7-0b2d-4dca-8e5f-3e2e57c2f815\", \"2c4df4ae-4da9-4b62-a23f-588c34435904\"], \"total_duration\": 385.0, \"total_sessions\": 2, \"mean_week_duration\": 3.667}, \"25648\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-10-28 15:46:46.000000+00:00\", \"2020-11-21 15:22:32.000000+00:00\", \"2020-08-16 01:35:05.000000+00:00\", \"2019-12-11 06:14:22.000000+00:00\", \"2021-08-21 09:17:12.000000+00:00\", \"2020-03-14 02:55:53.000000+00:00\", \"2019-01-27 14:57:43.000000+00:00\"], \"session_ids\": [\"084f6471-5d70-4e2c-80af-dc557545169b\", \"3c1f42ed-b1aa-4d42-ad36-33aa0531b770\", \"07ac92fb-7ed5-4cea-a286-ff17c70b0c83\", \"febee99d-5f68-47f3-9530-86f37040aacb\", \"d9bec6a5-2bc5-4cdc-be28-75e4a5b07fe7\", \"2ae12853-264e-42d3-861e-f279a3a4b046\", \"52f4768c-3c97-40ea-9ff3-24634a2d8f38\"], \"total_duration\": 9624.0, \"total_sessions\": 7, \"mean_week_duration\": 66.833}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or less than 1363 and are greater than 3145"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_duration\": [[1363, 3145]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"30640\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-06-14 13:24:36.000000+00:00\", \"2019-06-16 15:03:32.000000+00:00\", \"2021-12-15 02:06:59.000000+00:00\", \"2023-02-14 23:33:04.000000+00:00\"], \"session_ids\": [\"4b0f1453-35ec-446a-b564-4bdb19810877\", \"7b69c906-b540-481a-a848-1385915535b7\", \"ff91eeb7-971a-4fd9-b19f-3a9998381ad2\", \"652e9164-2762-472b-a912-620b91164a31\"], \"total_duration\": 145.0, \"total_sessions\": 4, \"mean_week_duration\": 0.694}, \"53633\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-04-05 06:44:38.000000+00:00\", \"2020-08-06 06:22:33.000000+00:00\", \"2021-12-28 12:58:57.000000+00:00\"], \"session_ids\": [\"42623495-3347-4927-947c-798ab316752a\", \"bdf1fd78-4df4-496f-a6a2-afaaf40a7a7b\", \"a216bb3d-5218-437b-9750-20e5ec5582be\"], \"total_duration\": 238.0, \"total_sessions\": 3, \"mean_week_duration\": 1.664}, \"16605\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-09-11 07:19:00.000000+00:00\", \"2019-10-07 00:22:10.000000+00:00\"], \"session_ids\": [\"0d5ebc73-5381-475a-a8af-b1cf36c9243e\", \"801ecc2c-1574-44a6-a261-a26fd2d1fbea\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 1.366}, \"31995\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-08-18 08:38:31.000000+00:00\", \"2019-10-09 11:18:16.000000+00:00\"], \"session_ids\": [\"826e75bc-072c-44f7-a990-abc5336b74f3\", \"03c5d073-5723-4c15-8c0d-36f6e46befc8\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 2.375}, \"96957\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 9, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-07-24 10:47:53.000000+00:00\", \"2022-06-08 11:52:43.000000+00:00\", \"2021-05-17 16:01:16.000000+00:00\"], \"session_ids\": [\"2b718996-1d3d-4545-8cc5-4b902e544113\", \"03b63cff-c613-4ac8-90d7-f959f24df38b\", \"5c8dca2e-cffb-496a-955a-f5ee5f67140e\"], \"total_duration\": 995.0, \"total_sessions\": 3, \"mean_week_duration\": 16.048}, \"7400\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-04-03 23:24:24.000000+00:00\", \"2022-03-03 09:52:07.000000+00:00\"], \"session_ids\": [\"3cadc308-4664-4f02-b441-14e6891bc6a6\", \"1851f738-a9c5-4496-901b-3ce1d3bb4030\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.23}, \"38552\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-01-06 13:02:21.000000+00:00\", \"2022-10-05 12:29:13.000000+00:00\", \"2019-10-31 12:58:46.000000+00:00\"], \"session_ids\": [\"9cdb1c2e-2ce1-4b39-ae29-103a466b3b5e\", \"5a4512e8-f703-4963-9c7b-638bf96240e1\", \"aad90fe0-fffe-45aa-9e7f-361459d66a00\"], \"total_duration\": 516.0, \"total_sessions\": 3, \"mean_week_duration\": 3.373}, \"75928\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-02 05:06:29.000000+00:00\", \"2022-06-24 06:57:47.000000+00:00\"], \"session_ids\": [\"35d901a6-22cf-443b-a5d2-424da7c1b846\", \"ca2c2330-ad76-429a-86ff-ca62b0d8a6ec\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.683}, \"23144\": {\"keyflows\": {\"Sign In Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-01-12 05:36:32.000000+00:00\", \"2019-01-13 05:58:59.000000+00:00\"], \"session_ids\": [\"c7b24bf7-0b2d-4dca-8e5f-3e2e57c2f815\", \"2c4df4ae-4da9-4b62-a23f-588c34435904\"], \"total_duration\": 385.0, \"total_sessions\": 2, \"mean_week_duration\": 3.667}, \"25648\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-10-28 15:46:46.000000+00:00\", \"2020-11-21 15:22:32.000000+00:00\", \"2020-08-16 01:35:05.000000+00:00\", \"2019-12-11 06:14:22.000000+00:00\", \"2021-08-21 09:17:12.000000+00:00\", \"2020-03-14 02:55:53.000000+00:00\", \"2019-01-27 14:57:43.000000+00:00\"], \"session_ids\": [\"084f6471-5d70-4e2c-80af-dc557545169b\", \"3c1f42ed-b1aa-4d42-ad36-33aa0531b770\", \"07ac92fb-7ed5-4cea-a286-ff17c70b0c83\", \"febee99d-5f68-47f3-9530-86f37040aacb\", \"d9bec6a5-2bc5-4cdc-be28-75e4a5b07fe7\", \"2ae12853-264e-42d3-861e-f279a3a4b046\", \"52f4768c-3c97-40ea-9ff3-24634a2d8f38\"], \"total_duration\": 9624.0, \"total_sessions\": 7, \"mean_week_duration\": 66.833}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"7400\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-04-03 23:24:24.000000+00:00\", \"2022-03-03 09:52:07.000000+00:00\"], \"session_ids\": [\"3cadc308-4664-4f02-b441-14e6891bc6a6\", \"1851f738-a9c5-4496-901b-3ce1d3bb4030\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.23}}, {\"75928\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-02 05:06:29.000000+00:00\", \"2022-06-24 06:57:47.000000+00:00\"], \"session_ids\": [\"35d901a6-22cf-443b-a5d2-424da7c1b846\", \"ca2c2330-ad76-429a-86ff-ca62b0d8a6ec\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.683}}, {\"30640\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-06-14 13:24:36.000000+00:00\", \"2019-06-16 15:03:32.000000+00:00\", \"2021-12-15 02:06:59.000000+00:00\", \"2023-02-14 23:33:04.000000+00:00\"], \"session_ids\": [\"4b0f1453-35ec-446a-b564-4bdb19810877\", \"7b69c906-b540-481a-a848-1385915535b7\", \"ff91eeb7-971a-4fd9-b19f-3a9998381ad2\", \"652e9164-2762-472b-a912-620b91164a31\"], \"total_duration\": 145.0, \"total_sessions\": 4, \"mean_week_duration\": 0.694}}, {\"16605\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-09-11 07:19:00.000000+00:00\", \"2019-10-07 00:22:10.000000+00:00\"], \"session_ids\": [\"0d5ebc73-5381-475a-a8af-b1cf36c9243e\", \"801ecc2c-1574-44a6-a261-a26fd2d1fbea\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 1.366}}, {\"53633\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-04-05 06:44:38.000000+00:00\", \"2020-08-06 06:22:33.000000+00:00\", \"2021-12-28 12:58:57.000000+00:00\"], \"session_ids\": [\"42623495-3347-4927-947c-798ab316752a\", \"bdf1fd78-4df4-496f-a6a2-afaaf40a7a7b\", \"a216bb3d-5218-437b-9750-20e5ec5582be\"], \"total_duration\": 238.0, \"total_sessions\": 3, \"mean_week_duration\": 1.664}}, {\"31995\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-08-18 08:38:31.000000+00:00\", \"2019-10-09 11:18:16.000000+00:00\"], \"session_ids\": [\"826e75bc-072c-44f7-a990-abc5336b74f3\", \"03c5d073-5723-4c15-8c0d-36f6e46befc8\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 2.375}}, {\"38552\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-01-06 13:02:21.000000+00:00\", \"2022-10-05 12:29:13.000000+00:00\", \"2019-10-31 12:58:46.000000+00:00\"], \"session_ids\": [\"9cdb1c2e-2ce1-4b39-ae29-103a466b3b5e\", \"5a4512e8-f703-4963-9c7b-638bf96240e1\", \"aad90fe0-fffe-45aa-9e7f-361459d66a00\"], \"total_duration\": 516.0, \"total_sessions\": 3, \"mean_week_duration\": 3.373}}, {\"23144\": {\"keyflows\": {\"Sign In Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-01-12 05:36:32.000000+00:00\", \"2019-01-13 05:58:59.000000+00:00\"], \"session_ids\": [\"c7b24bf7-0b2d-4dca-8e5f-3e2e57c2f815\", \"2c4df4ae-4da9-4b62-a23f-588c34435904\"], \"total_duration\": 385.0, \"total_sessions\": 2, \"mean_week_duration\": 3.667}}, {\"96957\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 9, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-07-24 10:47:53.000000+00:00\", \"2022-06-08 11:52:43.000000+00:00\", \"2021-05-17 16:01:16.000000+00:00\"], \"session_ids\": [\"2b718996-1d3d-4545-8cc5-4b902e544113\", \"03b63cff-c613-4ac8-90d7-f959f24df38b\", \"5c8dca2e-cffb-496a-955a-f5ee5f67140e\"], \"total_duration\": 995.0, \"total_sessions\": 3, \"mean_week_duration\": 16.048}}, {\"25648\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-10-28 15:46:46.000000+00:00\", \"2020-11-21 15:22:32.000000+00:00\", \"2020-08-16 01:35:05.000000+00:00\", \"2019-12-11 06:14:22.000000+00:00\", \"2021-08-21 09:17:12.000000+00:00\", \"2020-03-14 02:55:53.000000+00:00\", \"2019-01-27 14:57:43.000000+00:00\"], \"session_ids\": [\"084f6471-5d70-4e2c-80af-dc557545169b\", \"3c1f42ed-b1aa-4d42-ad36-33aa0531b770\", \"07ac92fb-7ed5-4cea-a286-ff17c70b0c83\", \"febee99d-5f68-47f3-9530-86f37040aacb\", \"d9bec6a5-2bc5-4cdc-be28-75e4a5b07fe7\", \"2ae12853-264e-42d3-861e-f279a3a4b046\", \"52f4768c-3c97-40ea-9ff3-24634a2d8f38\"], \"total_duration\": 9624.0, \"total_sessions\": 7, \"mean_week_duration\": 66.833}}]\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[{\"7400\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-04-03 23:24:24.000000+00:00\", \"2022-03-03 09:52:07.000000+00:00\"], \"session_ids\": [\"3cadc308-4664-4f02-b441-14e6891bc6a6\", \"1851f738-a9c5-4496-901b-3ce1d3bb4030\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.23}}, {\"75928\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-02 05:06:29.000000+00:00\", \"2022-06-24 06:57:47.000000+00:00\"], \"session_ids\": [\"35d901a6-22cf-443b-a5d2-424da7c1b846\", \"ca2c2330-ad76-429a-86ff-ca62b0d8a6ec\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.683}}, {\"30640\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-06-14 13:24:36.000000+00:00\", \"2019-06-16 15:03:32.000000+00:00\", \"2021-12-15 02:06:59.000000+00:00\", \"2023-02-14 23:33:04.000000+00:00\"], \"session_ids\": [\"4b0f1453-35ec-446a-b564-4bdb19810877\", \"7b69c906-b540-481a-a848-1385915535b7\", \"ff91eeb7-971a-4fd9-b19f-3a9998381ad2\", \"652e9164-2762-472b-a912-620b91164a31\"], \"total_duration\": 145.0, \"total_sessions\": 4, \"mean_week_duration\": 0.694}}]\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[{\"7400\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-04-03 23:24:24.000000+00:00\", \"2022-03-03 09:52:07.000000+00:00\"], \"session_ids\": [\"3cadc308-4664-4f02-b441-14e6891bc6a6\", \"1851f738-a9c5-4496-901b-3ce1d3bb4030\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.23}}, {\"75928\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-02 05:06:29.000000+00:00\", \"2022-06-24 06:57:47.000000+00:00\"], \"session_ids\": [\"35d901a6-22cf-443b-a5d2-424da7c1b846\", \"ca2c2330-ad76-429a-86ff-ca62b0d8a6ec\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.683}}, {\"30640\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-06-14 13:24:36.000000+00:00\", \"2019-06-16 15:03:32.000000+00:00\", \"2021-12-15 02:06:59.000000+00:00\", \"2023-02-14 23:33:04.000000+00:00\"], \"session_ids\": [\"4b0f1453-35ec-446a-b564-4bdb19810877\", \"7b69c906-b540-481a-a848-1385915535b7\", \"ff91eeb7-971a-4fd9-b19f-3a9998381ad2\", \"652e9164-2762-472b-a912-620b91164a31\"], \"total_duration\": 145.0, \"total_sessions\": 4, \"mean_week_duration\": 0.694}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please offer data on 8 users whose average week duration is bigger than 21 and smaller than 41 (both not including) , and do sorting by duration summation asc."
}
] |
[
{
"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{\"50937\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-04-15 23:20:31.000000+00:00\", \"2021-10-06 09:58:06.000000+00:00\", \"2022-08-23 00:09:02.000000+00:00\"], \"session_ids\": [\"ce5d0a66-cc2b-4d42-9c7d-e56d7338e9d2\", \"a40b969d-9dd6-4836-80e0-4bf6401db332\", \"aff8a55e-7dad-465d-940c-78afc149f3b1\"], \"total_duration\": 600.0, \"total_sessions\": 3, \"mean_week_duration\": 4.878}, \"76603\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-10-30 15:19:53.000000+00:00\", \"2020-10-02 19:50:46.000000+00:00\"], \"session_ids\": [\"f716c6ea-c3cc-409f-b530-1d03f0b08213\", \"e2faaa5b-30b0-4f79-a0d2-74709da7a866\"], \"total_duration\": 123.0, \"total_sessions\": 2, \"mean_week_duration\": 30.75}, \"61818\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-24 08:29:10.000000+00:00\", \"2021-02-04 11:11:44.000000+00:00\", \"2021-12-13 07:02:58.000000+00:00\"], \"session_ids\": [\"86a861b1-a5c5-40eb-b3ad-a8be432d8206\", \"fcd0014b-8e95-4aca-8184-5a70ef7f7f88\", \"9d48b64c-e947-4e0a-8e38-a6e736880379\"], \"total_duration\": 581.0, \"total_sessions\": 3, \"mean_week_duration\": 11.392}, \"83317\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-07-16 09:35:42.000000+00:00\", \"2020-03-13 09:03:29.000000+00:00\", \"2021-03-28 04:03:12.000000+00:00\"], \"session_ids\": [\"2a338b64-27cb-4515-b3d3-6270a2dca0b3\", \"cf97b45e-ca58-44aa-bc6f-38b0a823c552\", \"d02b355b-13d3-47dd-953a-051ecc98618c\"], \"total_duration\": 36.0, \"total_sessions\": 3, \"mean_week_duration\": 0.404}, \"72523\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-25 18:00:41.000000+00:00\", \"2022-05-06 19:01:13.000000+00:00\"], \"session_ids\": [\"81e48e23-6da7-41f1-896b-6e0c095ceb6b\", \"858c5da5-d58c-4173-ba00-ca5ceb1d8d57\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.18}, \"74305\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2022-03-08 15:18:12.000000+00:00\", \"2021-12-09 10:58:08.000000+00:00\", \"2022-01-02 01:57:24.000000+00:00\"], \"session_ids\": [\"6ea0be82-de00-48a4-b4ee-1aca49311241\", \"ea2b3045-a0a0-4ab8-a882-e53fe9fe9f1e\", \"018a65db-f1aa-433b-97f2-5e705a80dc31\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 4.385}, \"22181\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-09-18 08:12:33.000000+00:00\", \"2019-01-16 20:15:02.000000+00:00\", \"2019-01-22 00:04:57.000000+00:00\"], \"session_ids\": [\"2498be13-bf17-464c-8bd3-a6a07766bd03\", \"36eb8651-5bae-4ae8-b79b-1c2d52fc0a69\", \"3500a6c5-0116-462e-a802-4fe6a3280289\"], \"total_duration\": 232.0, \"total_sessions\": 3, \"mean_week_duration\": 2.636}, \"69807\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-09-29 19:19:51.000000+00:00\", \"2021-02-13 09:03:33.000000+00:00\", \"2019-08-19 02:29:28.000000+00:00\", \"2022-01-06 01:17:40.000000+00:00\"], \"session_ids\": [\"46ab94d9-5424-4b30-966f-e290f62fbc69\", \"28f0f8b3-e8c3-48d2-a79a-0b58768b6b51\", \"a70d32be-0c77-43d8-a4be-d4e93e2dca3c\", \"551ba34b-a0e2-4eef-9657-f3bf9c14d011\"], \"total_duration\": 213.0, \"total_sessions\": 4, \"mean_week_duration\": 1.704}, \"51486\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-05-19 19:19:06.000000+00:00\", \"2020-08-08 04:54:28.000000+00:00\"], \"session_ids\": [\"3116a0e0-7aee-4d47-aecb-5428986a35ab\", \"ccd11a3f-30d7-4dc4-9612-9e4d339272ee\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 5.917}, \"30483\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-11-28 12:28:40.000000+00:00\", \"2020-01-31 22:06:53.000000+00:00\", \"2019-11-24 23:39:33.000000+00:00\", \"2023-05-27 23:15:55.000000+00:00\"], \"session_ids\": [\"291eb045-de8f-4f26-89c6-7a1122ec7741\", \"dc54052d-7d58-44fe-9455-c655e2776d10\", \"4f2587d6-f11d-40b9-acd9-6cf94d848a28\", \"b2595ada-94d6-4cc0-b915-42356f5e4c05\"], \"total_duration\": 1626.0, \"total_sessions\": 4, \"mean_week_duration\": 8.885}}\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 21 and are less than 41"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[21, 41]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"76603\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-10-30 15:19:53.000000+00:00\", \"2020-10-02 19:50:46.000000+00:00\"], \"session_ids\": [\"f716c6ea-c3cc-409f-b530-1d03f0b08213\", \"e2faaa5b-30b0-4f79-a0d2-74709da7a866\"], \"total_duration\": 123.0, \"total_sessions\": 2, \"mean_week_duration\": 30.75}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"76603\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-10-30 15:19:53.000000+00:00\", \"2020-10-02 19:50:46.000000+00:00\"], \"session_ids\": [\"f716c6ea-c3cc-409f-b530-1d03f0b08213\", \"e2faaa5b-30b0-4f79-a0d2-74709da7a866\"], \"total_duration\": 123.0, \"total_sessions\": 2, \"mean_week_duration\": 30.75}}]\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[{\"76603\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-10-30 15:19:53.000000+00:00\", \"2020-10-02 19:50:46.000000+00:00\"], \"session_ids\": [\"f716c6ea-c3cc-409f-b530-1d03f0b08213\", \"e2faaa5b-30b0-4f79-a0d2-74709da7a866\"], \"total_duration\": 123.0, \"total_sessions\": 2, \"mean_week_duration\": 30.75}}]\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[{\"76603\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-10-30 15:19:53.000000+00:00\", \"2020-10-02 19:50:46.000000+00:00\"], \"session_ids\": [\"f716c6ea-c3cc-409f-b530-1d03f0b08213\", \"e2faaa5b-30b0-4f79-a0d2-74709da7a866\"], \"total_duration\": 123.0, \"total_sessions\": 2, \"mean_week_duration\": 30.75}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about user with a aver of time using the app per week that is higher than 23 and lower than 32, exclusive 23 as well as perform sorting by average_week_duration decliningly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"62147\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-06-27 14:23:45.000000+00:00\", \"2021-06-26 06:16:45.000000+00:00\"], \"session_ids\": [\"5fc47ae9-1aa2-4378-8959-808d544203f5\", \"d673c6d3-e643-45a7-9023-4fa52f9edc14\"], \"total_duration\": 377.0, \"total_sessions\": 2, \"mean_week_duration\": 377.0}, \"90581\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-04-08 00:24:14.000000+00:00\", \"2022-08-13 19:34:37.000000+00:00\"], \"session_ids\": [\"e394ed1b-cab8-4329-88c7-551035edcf4f\", \"865e0ee1-3835-445e-b678-cdc4aeff89a0\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 4.206}, \"25616\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-07-30 23:22:48.000000+00:00\", \"2020-08-17 17:15:17.000000+00:00\", \"2020-02-28 16:30:19.000000+00:00\", \"2022-02-01 05:58:31.000000+00:00\", \"2020-11-28 20:29:46.000000+00:00\", \"2019-03-12 09:15:22.000000+00:00\"], \"session_ids\": [\"5a98b866-5d24-4db3-95fb-c1ce27d9b60a\", \"73146b3b-0338-4667-bf5f-54d14e89430c\", \"752fb34b-ea7f-4f64-954d-d7da49333525\", \"213838f4-2311-4db4-b4a3-e4626500aaa7\", \"eb739a3d-4aa4-4088-bf2f-1f3574a83cf4\", \"bb1e1c8d-e4c6-440c-be1d-037cf6289930\"], \"total_duration\": 831.0, \"total_sessions\": 6, \"mean_week_duration\": 5.503}, \"10254\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-07-09 04:29:54.000000+00:00\", \"2020-02-16 22:20:07.000000+00:00\"], \"session_ids\": [\"66733fd4-6efb-4d81-a7e3-bff03820a4fc\", \"83862448-75be-4449-8722-87ccd16858ad\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 2.031}, \"70483\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 7, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-05-07 02:10:09.000000+00:00\", \"2023-02-06 13:31:53.000000+00:00\"], \"session_ids\": [\"e2147a4b-26c4-4c34-92f8-eb6145c458ce\", \"ccac5ecd-bf18-4c36-b9b6-a937f6233bf8\"], \"total_duration\": 347.0, \"total_sessions\": 2, \"mean_week_duration\": 26.692}, \"84771\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 9, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-26 16:13:04.000000+00:00\", \"2021-11-04 05:16:22.000000+00:00\", \"2019-03-09 13:52:54.000000+00:00\", \"2022-12-01 23:02:13.000000+00:00\", \"2021-01-12 06:29:40.000000+00:00\"], \"session_ids\": [\"1fe4d1d6-b814-451d-bcc1-6242f171804f\", \"6360a16d-8325-4d96-a229-99ffc58a6303\", \"1a4614b5-2b36-4e57-86d8-8801d42ab5de\", \"df14fa1c-4543-4357-a9cc-f8d13155de9f\", \"beafaaa6-0cc5-42a2-913e-e79c4ff68e23\"], \"total_duration\": 44.0, \"total_sessions\": 5, \"mean_week_duration\": 0.226}, \"44303\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-11-30 16:05:48.000000+00:00\", \"2023-03-22 06:08:55.000000+00:00\"], \"session_ids\": [\"308388cc-e264-474b-bb3b-4e955114f7eb\", \"8b1e6cfc-f92a-45a5-929a-66222adadfe3\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.266}, \"3153\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-06 04:31:09.000000+00:00\", \"2021-01-05 14:03:55.000000+00:00\"], \"session_ids\": [\"324bf74d-52af-4374-950d-ddc999394844\", \"9cde537c-9314-4e16-8e49-99917a3a8b72\"], \"total_duration\": 136.0, \"total_sessions\": 2, \"mean_week_duration\": 3.091}, \"57469\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-03-29 23:40:02.000000+00:00\", \"2022-03-18 02:53:44.000000+00:00\", \"2022-05-19 22:23:07.000000+00:00\", \"2020-12-11 19:32:16.000000+00:00\", \"2022-06-21 12:21:54.000000+00:00\"], \"session_ids\": [\"1f64c883-2e3d-4de6-a8a7-39a2f5003142\", \"c4913906-bdb3-45ed-84ee-8b697883a06b\", \"207bc05c-3eeb-4a7e-92aa-ce372206880e\", \"fb839ddb-4ec7-4f8e-9e50-7fe2080749ea\", \"2fd70e31-b82c-47c6-83b6-50c2da8a572a\"], \"total_duration\": 1076.0, \"total_sessions\": 5, \"mean_week_duration\": 9.197}, \"18548\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-05-22 13:55:09.000000+00:00\", \"2022-05-07 01:02:22.000000+00:00\", \"2020-03-11 03:05:10.000000+00:00\", \"2021-02-17 00:11:44.000000+00:00\"], \"session_ids\": [\"8d00d820-37ca-4464-8d85-91a2bec4b30c\", \"c7e40c42-e0a3-4b71-b20c-6bb4f0367c46\", \"cf65ff56-d05f-4075-9467-b9c7fc6ccd0f\", \"357ca796-5780-4c44-91b0-a187f788c47b\"], \"total_duration\": 450.0, \"total_sessions\": 4, \"mean_week_duration\": 2.903}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are greater than 23 and are equal or less than 32"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[23, 32]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"70483\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 7, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-05-07 02:10:09.000000+00:00\", \"2023-02-06 13:31:53.000000+00:00\"], \"session_ids\": [\"e2147a4b-26c4-4c34-92f8-eb6145c458ce\", \"ccac5ecd-bf18-4c36-b9b6-a937f6233bf8\"], \"total_duration\": 347.0, \"total_sessions\": 2, \"mean_week_duration\": 26.692}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"70483\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 7, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-05-07 02:10:09.000000+00:00\", \"2023-02-06 13:31:53.000000+00:00\"], \"session_ids\": [\"e2147a4b-26c4-4c34-92f8-eb6145c458ce\", \"ccac5ecd-bf18-4c36-b9b6-a937f6233bf8\"], \"total_duration\": 347.0, \"total_sessions\": 2, \"mean_week_duration\": 26.692}}]\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[{\"70483\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 7, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-05-07 02:10:09.000000+00:00\", \"2023-02-06 13:31:53.000000+00:00\"], \"session_ids\": [\"e2147a4b-26c4-4c34-92f8-eb6145c458ce\", \"ccac5ecd-bf18-4c36-b9b6-a937f6233bf8\"], \"total_duration\": 347.0, \"total_sessions\": 2, \"mean_week_duration\": 26.692}}]\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[{\"70483\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 7, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-05-07 02:10:09.000000+00:00\", \"2023-02-06 13:31:53.000000+00:00\"], \"session_ids\": [\"e2147a4b-26c4-4c34-92f8-eb6145c458ce\", \"ccac5ecd-bf18-4c36-b9b6-a937f6233bf8\"], \"total_duration\": 347.0, \"total_sessions\": 2, \"mean_week_duration\": 26.692}}]\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 4 users with a site usage time per week of sessions that is higher than 45 and lower than 5 and perform sorting by total_duration descendingly."
}
] |
[
{
"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{\"19346\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-06-22 06:53:51.000000+00:00\", \"2019-09-01 00:19:46.000000+00:00\"], \"session_ids\": [\"0c420194-2df0-4219-8636-3b5e6564045e\", \"5060dda4-47fc-4d2c-aaf5-8b3bcac2187d\"], \"total_duration\": 295.0, \"total_sessions\": 2, \"mean_week_duration\": 29.5}, \"54730\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-08-22 02:50:19.000000+00:00\", \"2021-09-23 09:11:04.000000+00:00\"], \"session_ids\": [\"ce96e1f3-a4d4-4cac-88a9-0da8a4c0b7a2\", \"38f5ab47-3963-45fa-bae4-3d6d9f3e13a0\"], \"total_duration\": 369.0, \"total_sessions\": 2, \"mean_week_duration\": 7.688}, \"76914\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-17 12:07:43.000000+00:00\", \"2021-02-17 05:00:00.000000+00:00\"], \"session_ids\": [\"0df4b4a4-dc3a-4458-8906-bb34b97c29e9\", \"feb5d80f-615c-42fb-b5f2-5175b5d50d24\"], \"total_duration\": 154.0, \"total_sessions\": 2, \"mean_week_duration\": 3.5}, \"46392\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-10-06 07:01:18.000000+00:00\", \"2020-04-10 09:39:28.000000+00:00\"], \"session_ids\": [\"9148b37d-0ff5-4007-9054-ddcafada7501\", \"f2661414-da12-457c-ab20-646fda6a8c13\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 6.741}, \"26538\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-09-17 20:06:41.000000+00:00\", \"2021-04-06 07:22:22.000000+00:00\"], \"session_ids\": [\"79d8dc3f-2909-4f1d-beec-aa080457a0ab\", \"dad5d427-0eee-46a7-8dbb-02d2081eab90\"], \"total_duration\": 446.0, \"total_sessions\": 2, \"mean_week_duration\": 5.506}, \"27841\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-09-09 15:19:11.000000+00:00\", \"2023-04-22 16:26:34.000000+00:00\", \"2021-02-21 04:06:16.000000+00:00\"], \"session_ids\": [\"ea8e845f-e4db-4bed-bf98-72bbe62b23a5\", \"063ace78-ac9c-418a-b0f7-174d4aba9dd7\", \"c6458b67-73d3-4710-9e56-a89c81738b2c\"], \"total_duration\": 154.0, \"total_sessions\": 3, \"mean_week_duration\": 1.363}, \"48156\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-03-29 20:36:45.000000+00:00\", \"2021-01-03 13:44:50.000000+00:00\", \"2021-05-21 11:28:10.000000+00:00\", \"2020-03-22 04:38:58.000000+00:00\", \"2021-06-13 03:12:54.000000+00:00\"], \"session_ids\": [\"8b19bca0-a96d-4e4d-82b2-2e5fc1e8518c\", \"7a62c549-bfdd-4dd7-b805-d01789dc32ec\", \"ff0b5698-a195-4118-b830-c7f122a6741c\", \"1197f83f-ccf9-4143-9b38-3ebd1fda3849\", \"6f6e155b-2dcd-48f8-a960-934c3f253400\"], \"total_duration\": 56.0, \"total_sessions\": 5, \"mean_week_duration\": 0.875}, \"51554\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-05-31 22:47:16.000000+00:00\", \"2021-05-05 04:13:49.000000+00:00\", \"2021-05-22 22:32:00.000000+00:00\"], \"session_ids\": [\"387bc31f-80cf-4c87-956b-6b9872d09e88\", \"41b148b5-2107-4aab-af4b-119b5c6030da\", \"c4fb90de-b829-4a65-8394-c279948a4014\"], \"total_duration\": 510.0, \"total_sessions\": 3, \"mean_week_duration\": 127.5}, \"25524\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-01-04 17:49:44.000000+00:00\", \"2020-06-19 03:10:31.000000+00:00\", \"2021-09-16 19:46:41.000000+00:00\"], \"session_ids\": [\"8b9dc59f-24be-4b7c-9b02-1a3998495fbb\", \"89faa39c-242b-4c6d-b42c-031e51403075\", \"65228c65-4bea-4f8b-8ad3-7e788ec2d7df\"], \"total_duration\": 308.0, \"total_sessions\": 3, \"mean_week_duration\": 4.738}, \"67236\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-08-20 00:49:02.000000+00:00\", \"2020-02-07 05:39:49.000000+00:00\"], \"session_ids\": [\"e206c5e4-7c70-465d-9a2d-05d46e66e60f\", \"29060151-9e3b-4c95-9adb-31b84a7be7d7\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 1.174}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or less than 5 and are equal or greater than 45"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[5, 45]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"76914\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-17 12:07:43.000000+00:00\", \"2021-02-17 05:00:00.000000+00:00\"], \"session_ids\": [\"0df4b4a4-dc3a-4458-8906-bb34b97c29e9\", \"feb5d80f-615c-42fb-b5f2-5175b5d50d24\"], \"total_duration\": 154.0, \"total_sessions\": 2, \"mean_week_duration\": 3.5}, \"27841\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-09-09 15:19:11.000000+00:00\", \"2023-04-22 16:26:34.000000+00:00\", \"2021-02-21 04:06:16.000000+00:00\"], \"session_ids\": [\"ea8e845f-e4db-4bed-bf98-72bbe62b23a5\", \"063ace78-ac9c-418a-b0f7-174d4aba9dd7\", \"c6458b67-73d3-4710-9e56-a89c81738b2c\"], \"total_duration\": 154.0, \"total_sessions\": 3, \"mean_week_duration\": 1.363}, \"48156\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-03-29 20:36:45.000000+00:00\", \"2021-01-03 13:44:50.000000+00:00\", \"2021-05-21 11:28:10.000000+00:00\", \"2020-03-22 04:38:58.000000+00:00\", \"2021-06-13 03:12:54.000000+00:00\"], \"session_ids\": [\"8b19bca0-a96d-4e4d-82b2-2e5fc1e8518c\", \"7a62c549-bfdd-4dd7-b805-d01789dc32ec\", \"ff0b5698-a195-4118-b830-c7f122a6741c\", \"1197f83f-ccf9-4143-9b38-3ebd1fda3849\", \"6f6e155b-2dcd-48f8-a960-934c3f253400\"], \"total_duration\": 56.0, \"total_sessions\": 5, \"mean_week_duration\": 0.875}, \"25524\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-01-04 17:49:44.000000+00:00\", \"2020-06-19 03:10:31.000000+00:00\", \"2021-09-16 19:46:41.000000+00:00\"], \"session_ids\": [\"8b9dc59f-24be-4b7c-9b02-1a3998495fbb\", \"89faa39c-242b-4c6d-b42c-031e51403075\", \"65228c65-4bea-4f8b-8ad3-7e788ec2d7df\"], \"total_duration\": 308.0, \"total_sessions\": 3, \"mean_week_duration\": 4.738}, \"67236\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-08-20 00:49:02.000000+00:00\", \"2020-02-07 05:39:49.000000+00:00\"], \"session_ids\": [\"e206c5e4-7c70-465d-9a2d-05d46e66e60f\", \"29060151-9e3b-4c95-9adb-31b84a7be7d7\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 1.174}, \"51554\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-05-31 22:47:16.000000+00:00\", \"2021-05-05 04:13:49.000000+00:00\", \"2021-05-22 22:32:00.000000+00:00\"], \"session_ids\": [\"387bc31f-80cf-4c87-956b-6b9872d09e88\", \"41b148b5-2107-4aab-af4b-119b5c6030da\", \"c4fb90de-b829-4a65-8394-c279948a4014\"], \"total_duration\": 510.0, \"total_sessions\": 3, \"mean_week_duration\": 127.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"51554\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-05-31 22:47:16.000000+00:00\", \"2021-05-05 04:13:49.000000+00:00\", \"2021-05-22 22:32:00.000000+00:00\"], \"session_ids\": [\"387bc31f-80cf-4c87-956b-6b9872d09e88\", \"41b148b5-2107-4aab-af4b-119b5c6030da\", \"c4fb90de-b829-4a65-8394-c279948a4014\"], \"total_duration\": 510.0, \"total_sessions\": 3, \"mean_week_duration\": 127.5}}, {\"25524\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-01-04 17:49:44.000000+00:00\", \"2020-06-19 03:10:31.000000+00:00\", \"2021-09-16 19:46:41.000000+00:00\"], \"session_ids\": [\"8b9dc59f-24be-4b7c-9b02-1a3998495fbb\", \"89faa39c-242b-4c6d-b42c-031e51403075\", \"65228c65-4bea-4f8b-8ad3-7e788ec2d7df\"], \"total_duration\": 308.0, \"total_sessions\": 3, \"mean_week_duration\": 4.738}}, {\"67236\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-08-20 00:49:02.000000+00:00\", \"2020-02-07 05:39:49.000000+00:00\"], \"session_ids\": [\"e206c5e4-7c70-465d-9a2d-05d46e66e60f\", \"29060151-9e3b-4c95-9adb-31b84a7be7d7\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 1.174}}, {\"76914\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-17 12:07:43.000000+00:00\", \"2021-02-17 05:00:00.000000+00:00\"], \"session_ids\": [\"0df4b4a4-dc3a-4458-8906-bb34b97c29e9\", \"feb5d80f-615c-42fb-b5f2-5175b5d50d24\"], \"total_duration\": 154.0, \"total_sessions\": 2, \"mean_week_duration\": 3.5}}, {\"27841\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-09-09 15:19:11.000000+00:00\", \"2023-04-22 16:26:34.000000+00:00\", \"2021-02-21 04:06:16.000000+00:00\"], \"session_ids\": [\"ea8e845f-e4db-4bed-bf98-72bbe62b23a5\", \"063ace78-ac9c-418a-b0f7-174d4aba9dd7\", \"c6458b67-73d3-4710-9e56-a89c81738b2c\"], \"total_duration\": 154.0, \"total_sessions\": 3, \"mean_week_duration\": 1.363}}, {\"48156\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-03-29 20:36:45.000000+00:00\", \"2021-01-03 13:44:50.000000+00:00\", \"2021-05-21 11:28:10.000000+00:00\", \"2020-03-22 04:38:58.000000+00:00\", \"2021-06-13 03:12:54.000000+00:00\"], \"session_ids\": [\"8b19bca0-a96d-4e4d-82b2-2e5fc1e8518c\", \"7a62c549-bfdd-4dd7-b805-d01789dc32ec\", \"ff0b5698-a195-4118-b830-c7f122a6741c\", \"1197f83f-ccf9-4143-9b38-3ebd1fda3849\", \"6f6e155b-2dcd-48f8-a960-934c3f253400\"], \"total_duration\": 56.0, \"total_sessions\": 5, \"mean_week_duration\": 0.875}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"51554\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-05-31 22:47:16.000000+00:00\", \"2021-05-05 04:13:49.000000+00:00\", \"2021-05-22 22:32:00.000000+00:00\"], \"session_ids\": [\"387bc31f-80cf-4c87-956b-6b9872d09e88\", \"41b148b5-2107-4aab-af4b-119b5c6030da\", \"c4fb90de-b829-4a65-8394-c279948a4014\"], \"total_duration\": 510.0, \"total_sessions\": 3, \"mean_week_duration\": 127.5}}, {\"25524\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-01-04 17:49:44.000000+00:00\", \"2020-06-19 03:10:31.000000+00:00\", \"2021-09-16 19:46:41.000000+00:00\"], \"session_ids\": [\"8b9dc59f-24be-4b7c-9b02-1a3998495fbb\", \"89faa39c-242b-4c6d-b42c-031e51403075\", \"65228c65-4bea-4f8b-8ad3-7e788ec2d7df\"], \"total_duration\": 308.0, \"total_sessions\": 3, \"mean_week_duration\": 4.738}}, {\"67236\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-08-20 00:49:02.000000+00:00\", \"2020-02-07 05:39:49.000000+00:00\"], \"session_ids\": [\"e206c5e4-7c70-465d-9a2d-05d46e66e60f\", \"29060151-9e3b-4c95-9adb-31b84a7be7d7\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 1.174}}, {\"76914\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-17 12:07:43.000000+00:00\", \"2021-02-17 05:00:00.000000+00:00\"], \"session_ids\": [\"0df4b4a4-dc3a-4458-8906-bb34b97c29e9\", \"feb5d80f-615c-42fb-b5f2-5175b5d50d24\"], \"total_duration\": 154.0, \"total_sessions\": 2, \"mean_week_duration\": 3.5}}]\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[{\"51554\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-05-31 22:47:16.000000+00:00\", \"2021-05-05 04:13:49.000000+00:00\", \"2021-05-22 22:32:00.000000+00:00\"], \"session_ids\": [\"387bc31f-80cf-4c87-956b-6b9872d09e88\", \"41b148b5-2107-4aab-af4b-119b5c6030da\", \"c4fb90de-b829-4a65-8394-c279948a4014\"], \"total_duration\": 510.0, \"total_sessions\": 3, \"mean_week_duration\": 127.5}}, {\"25524\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-01-04 17:49:44.000000+00:00\", \"2020-06-19 03:10:31.000000+00:00\", \"2021-09-16 19:46:41.000000+00:00\"], \"session_ids\": [\"8b9dc59f-24be-4b7c-9b02-1a3998495fbb\", \"89faa39c-242b-4c6d-b42c-031e51403075\", \"65228c65-4bea-4f8b-8ad3-7e788ec2d7df\"], \"total_duration\": 308.0, \"total_sessions\": 3, \"mean_week_duration\": 4.738}}, {\"67236\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-08-20 00:49:02.000000+00:00\", \"2020-02-07 05:39:49.000000+00:00\"], \"session_ids\": [\"e206c5e4-7c70-465d-9a2d-05d46e66e60f\", \"29060151-9e3b-4c95-9adb-31b84a7be7d7\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 1.174}}, {\"76914\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-17 12:07:43.000000+00:00\", \"2021-02-17 05:00:00.000000+00:00\"], \"session_ids\": [\"0df4b4a4-dc3a-4458-8906-bb34b97c29e9\", \"feb5d80f-615c-42fb-b5f2-5175b5d50d24\"], \"total_duration\": 154.0, \"total_sessions\": 2, \"mean_week_duration\": 3.5}}]\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 users who belong to city Santo Domingo and do sorting by town_name 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{\"67925\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-07-25 17:02:16.000000+00:00\", \"2020-06-18 17:00:28.000000+00:00\", \"2019-04-16 22:16:56.000000+00:00\"], \"session_ids\": [\"13b6a66e-cb6d-4ad9-aa6d-de9af1c571a4\", \"c11fd34f-0cf4-4e28-af4e-50cbea91183a\", \"63c5d91e-a575-44c7-af67-3201c01bac39\"], \"total_duration\": 696.0, \"total_sessions\": 3, \"mean_week_duration\": 10.388}, \"51773\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-05-20 13:13:17.000000+00:00\", \"2020-01-16 21:14:27.000000+00:00\", \"2020-09-07 10:02:53.000000+00:00\"], \"session_ids\": [\"887d036a-e726-4e1c-b4fc-759efa5a56af\", \"813c2d44-8ceb-40b5-8865-33266add8f77\", \"e674c3b7-7fbb-4240-a1e0-ad7ca8eca5ce\"], \"total_duration\": 38.0, \"total_sessions\": 3, \"mean_week_duration\": 0.311}, \"77604\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-04 20:24:20.000000+00:00\", \"2022-10-05 23:56:43.000000+00:00\", \"2021-05-17 14:42:02.000000+00:00\", \"2019-10-14 04:23:08.000000+00:00\", \"2019-02-25 22:44:16.000000+00:00\"], \"session_ids\": [\"c8d6c77c-afa9-4214-b6af-eae066f651ac\", \"834eb3c8-5abb-46dd-9ef8-449612725770\", \"6924c4b6-85be-436f-bdfd-f3af60d21748\", \"41ce5fc7-a50e-478f-895c-058e6438fdb0\", \"a15115e9-6202-4148-8a70-e43e9971a359\"], \"total_duration\": 3008.0, \"total_sessions\": 5, \"mean_week_duration\": 15.915}, \"95721\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-05-07 06:00:37.000000+00:00\", \"2019-10-27 10:49:23.000000+00:00\", \"2019-09-14 07:56:57.000000+00:00\", \"2019-01-05 11:39:32.000000+00:00\"], \"session_ids\": [\"9a46680f-d4d9-4c37-ad3a-54b855a9f84c\", \"a9b0f24e-6a9a-4e1f-a9cb-5f2492c8047a\", \"7b9b2f72-9217-44c8-98ea-e5fb4aef0112\", \"0e768dba-a579-441c-b3b7-085c70cef8f2\"], \"total_duration\": 1182.0, \"total_sessions\": 4, \"mean_week_duration\": 5.23}, \"65718\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 8, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-12-19 16:48:59.000000+00:00\", \"2022-02-24 22:26:12.000000+00:00\"], \"session_ids\": [\"9a9cd7f4-e643-4ddd-a3e2-e0e7e31db04d\", \"ced5a96e-fa61-4c9a-a990-5ad7136efbbf\"], \"total_duration\": 481.0, \"total_sessions\": 2, \"mean_week_duration\": 4.219}, \"58200\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Toronto\", \"datetimes\": [\"2021-07-08 01:40:26.000000+00:00\", \"2022-09-26 05:22:36.000000+00:00\", \"2022-05-15 14:16:08.000000+00:00\"], \"session_ids\": [\"9eb59b89-2dc3-4c59-a4dd-0aa4f812d775\", \"9c3d21a0-21ea-4592-a39e-420fa09171a6\", \"f4e7ca07-3bf6-4380-8b9a-145c61153c0f\"], \"total_duration\": 618.0, \"total_sessions\": 3, \"mean_week_duration\": 9.656}, \"62018\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-06-16 05:01:10.000000+00:00\", \"2020-02-14 14:26:57.000000+00:00\", \"2021-03-14 16:41:15.000000+00:00\"], \"session_ids\": [\"3a7c9649-9d5e-48c8-843b-8025d5019a22\", \"e7bf2d4f-5821-402f-9bc3-e78eee14bdf6\", \"991a2b6a-5d8a-4173-9e62-74136c54105e\"], \"total_duration\": 768.0, \"total_sessions\": 3, \"mean_week_duration\": 10.971}, \"72864\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-02-09 09:43:43.000000+00:00\", \"2020-08-12 10:23:22.000000+00:00\"], \"session_ids\": [\"3f4706c6-d829-4bb9-bdd2-16e18059eb70\", \"5ec87430-89df-45ad-bc2b-abe889794248\"], \"total_duration\": 121.0, \"total_sessions\": 2, \"mean_week_duration\": 4.654}, \"2150\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-12-11 12:13:43.000000+00:00\", \"2023-06-23 19:49:32.000000+00:00\"], \"session_ids\": [\"099009d6-3224-42b0-873a-9b292693b9c1\", \"5c6a6b00-d95a-42b0-b718-07737819aeee\"], \"total_duration\": 149.0, \"total_sessions\": 2, \"mean_week_duration\": 1.863}, \"32611\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-03-30 22:49:39.000000+00:00\", \"2022-09-24 17:24:49.000000+00:00\"], \"session_ids\": [\"6662f5b4-3677-400d-9af5-cfb893528cf6\", \"92e62db0-4457-4d93-8d37-0b0dd5ac8fa1\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 1.782}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is Santo Domingo"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Santo Domingo\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I have a curiosity about 7 users who have duration summation of sessions per week greater than 14 and less than 30 (both not including) , moreover perform sorting by time spent on the site 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{\"90667\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-12 04:50:54.000000+00:00\", \"2022-12-15 03:16:14.000000+00:00\", \"2020-08-25 00:38:27.000000+00:00\", \"2022-11-21 05:06:08.000000+00:00\", \"2023-02-21 09:07:59.000000+00:00\", \"2021-06-16 08:00:18.000000+00:00\", \"2021-11-22 10:39:02.000000+00:00\", \"2021-11-07 10:09:17.000000+00:00\", \"2022-09-17 06:12:55.000000+00:00\", \"2019-05-18 21:04:30.000000+00:00\", \"2019-05-25 10:26:07.000000+00:00\"], \"session_ids\": [\"d8db2fdf-f89f-48f6-97e8-f37008eb14db\", \"675357ab-b132-4501-b9d3-0b4c0d2c382e\", \"69be7c84-24ed-4aba-a4b3-bb12acd58007\", \"d9a98d0c-81cc-47fa-8f16-1f7b83551c45\", \"0f00a356-e0d2-4067-ba12-c16c13d68a1a\", \"f028199b-9d2f-42f2-9135-7da1a44f3481\", \"4fbd3727-302f-4452-84c3-a6c0584b96a0\", \"722c5dfc-7640-4fe7-80a4-340ed05dd157\", \"c76142e4-30ac-498c-9818-1c9cd34eea87\", \"320e7072-c416-48c5-9d58-8151dc36f9bc\", \"93a6a474-189b-4177-8b2a-e374764206d6\"], \"total_duration\": 1218.0, \"total_sessions\": 11, \"mean_week_duration\": 6.183}, \"72460\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-06-10 00:32:41.000000+00:00\", \"2021-05-28 21:04:18.000000+00:00\"], \"session_ids\": [\"9076832d-da1a-4e6d-8c46-e47ff98f3613\", \"d6e3e002-4743-4f89-91ae-20060ea1b224\"], \"total_duration\": 188.0, \"total_sessions\": 2, \"mean_week_duration\": 3.481}, \"32615\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-03-08 20:32:40.000000+00:00\", \"2022-06-11 18:30:41.000000+00:00\", \"2022-01-15 01:52:12.000000+00:00\", \"2019-06-12 19:42:59.000000+00:00\", \"2020-07-01 18:10:53.000000+00:00\", \"2020-04-13 20:53:41.000000+00:00\"], \"session_ids\": [\"3b45b4c8-1cd7-4d9e-a7ec-8ae88af49ee7\", \"dc936e49-5d6f-469c-b15f-a346ce41c4a5\", \"76d8bfe9-9b52-4d94-9137-2d1b24cdb1dd\", \"0e25ce59-a9ce-4851-a48b-125c80275259\", \"06467342-9bc8-4a23-ab4b-bf9f7b291653\", \"c67dbd33-3cac-420c-8ee2-a3506191cb48\"], \"total_duration\": 5001.0, \"total_sessions\": 6, \"mean_week_duration\": 31.854}, \"51169\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-05-29 17:05:23.000000+00:00\", \"2022-11-30 23:25:41.000000+00:00\", \"2021-01-05 08:23:02.000000+00:00\", \"2019-06-01 20:54:31.000000+00:00\", \"2020-01-20 14:04:35.000000+00:00\"], \"session_ids\": [\"92127b29-64f1-41c5-b72d-200a8319d7ad\", \"b1c95734-906a-41b8-ba77-938975553257\", \"2365b295-abaa-43c7-bb80-eec4cdd60668\", \"bc19ec76-8634-4577-9ade-aafbfd60ba19\", \"9741c387-ee1c-4566-bcc8-3943848f38bf\"], \"total_duration\": 1323.0, \"total_sessions\": 5, \"mean_week_duration\": 7.23}, \"50087\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-05-16 09:10:38.000000+00:00\", \"2022-04-11 18:43:07.000000+00:00\"], \"session_ids\": [\"ebcd5a20-e97d-4245-9260-6f4746a4a6a7\", \"30c682a8-4075-429f-afda-2aa1027286aa\"], \"total_duration\": 478.0, \"total_sessions\": 2, \"mean_week_duration\": 95.6}, \"54189\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-08-22 15:09:38.000000+00:00\", \"2022-09-13 09:08:42.000000+00:00\"], \"session_ids\": [\"1a0dd0f8-1596-4b5b-82e9-59b5084cb795\", \"fe44b7f2-27fa-49cf-acc0-435ca5ca35e8\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 3.214}, \"1267\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2019-03-07 14:52:58.000000+00:00\", \"2022-11-13 14:12:14.000000+00:00\", \"2023-02-17 03:43:22.000000+00:00\", \"2019-08-20 05:39:41.000000+00:00\", \"2022-08-08 04:42:35.000000+00:00\"], \"session_ids\": [\"dd780f0e-92ae-4b63-9669-3ec03d9d995f\", \"9969f421-3524-4926-839a-e54125f54751\", \"54de1cd9-9064-477a-8fc0-08e1a300e865\", \"46fc468b-ab92-46c6-9fcf-a5391599d8a4\", \"aa04860a-74f0-429f-84b2-8f45365f2c51\"], \"total_duration\": 126.0, \"total_sessions\": 5, \"mean_week_duration\": 0.612}, \"72111\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-02 01:03:32.000000+00:00\", \"2021-06-23 12:18:56.000000+00:00\"], \"session_ids\": [\"ef34e979-3ca2-4689-837e-12da6438d42e\", \"67842d8d-f7e2-4706-b873-01d027e44c11\"], \"total_duration\": 391.0, \"total_sessions\": 2, \"mean_week_duration\": 32.583}, \"14943\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-03-03 03:01:13.000000+00:00\", \"2021-11-05 09:33:22.000000+00:00\", \"2019-05-01 00:35:20.000000+00:00\", \"2020-12-12 01:00:30.000000+00:00\"], \"session_ids\": [\"3f4cb118-d0e9-43a9-a38e-762fd3276832\", \"daa7b387-7a38-433f-bddc-8f98027ceb34\", \"d4e92a5b-6fda-4bc1-abe3-57ba7e1e4a97\", \"b7bcade0-e561-458b-9686-beb65977cccc\"], \"total_duration\": 315.0, \"total_sessions\": 4, \"mean_week_duration\": 2.386}, \"10652\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-05-25 13:51:07.000000+00:00\", \"2019-01-24 04:26:29.000000+00:00\"], \"session_ids\": [\"1eacc93f-853e-451b-a76f-c862cf709484\", \"bc88c533-097f-49b8-ac9e-447a782421b2\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 7.5}}\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 14 and are less than 30"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[14, 30]]}}}\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": "Offer me knowledge about 2 users who are lowest-tier of user rankings based on all sessions quantity additionaly put to use sorting by urban title risingly , moreover keep only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"88425\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-09-25 01:56:45.000000+00:00\", \"2022-07-05 21:56:48.000000+00:00\", \"2020-09-12 00:35:06.000000+00:00\", \"2019-04-03 09:52:07.000000+00:00\", \"2021-11-24 18:48:53.000000+00:00\"], \"session_ids\": [\"2d28af68-6bd1-4b29-a7ca-484cef97e11b\", \"310ca84f-2e71-40a6-aa95-7118cfba7073\", \"7325e0f5-9580-4b8f-871e-23c80e02b3dd\", \"2cf3ee54-b091-4753-8be9-c27b36f9bd3f\", \"4f67d53e-184e-4534-9385-6fd6af6456fe\"], \"total_duration\": 1619.0, \"total_sessions\": 5, \"mean_week_duration\": 9.524}, \"66985\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-02-11 12:24:32.000000+00:00\", \"2021-04-27 04:24:22.000000+00:00\", \"2021-03-15 19:22:42.000000+00:00\", \"2022-06-15 10:29:23.000000+00:00\", \"2019-04-05 21:20:34.000000+00:00\", \"2019-02-16 22:17:47.000000+00:00\"], \"session_ids\": [\"162ad917-ca06-4d07-bba8-04a2b2dac476\", \"d00cc8f6-b067-4090-bdce-1afb20e68d88\", \"83e63a91-9dea-40f8-8de7-c4331787b744\", \"ba7ce832-7a7f-41f4-a503-3058727f4c0e\", \"b03d81de-1e56-4b37-b3f6-48c028492f89\", \"0e06044f-03ab-43a3-8f0f-0fe0c315864a\"], \"total_duration\": 1890.0, \"total_sessions\": 6, \"mean_week_duration\": 10.862}, \"53708\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-01-13 02:09:34.000000+00:00\", \"2019-10-17 00:13:18.000000+00:00\"], \"session_ids\": [\"950c59ce-34d5-49f9-a844-2abe4c4c39b5\", \"8c6a20b3-d628-4620-936c-9bad8a23fd70\"], \"total_duration\": 437.0, \"total_sessions\": 2, \"mean_week_duration\": 3.735}, \"71610\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Moscow\", \"datetimes\": [\"2020-07-11 16:32:04.000000+00:00\", \"2020-01-18 04:29:21.000000+00:00\"], \"session_ids\": [\"5d815970-3ec6-4552-9e44-93d4e333fed5\", \"c085d178-eb1e-4c72-ad1e-35e51c9c1cf2\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.72}, \"38174\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-06-10 17:03:45.000000+00:00\", \"2022-12-18 15:16:23.000000+00:00\", \"2023-04-05 16:07:56.000000+00:00\", \"2023-05-26 22:39:06.000000+00:00\", \"2020-07-08 17:48:52.000000+00:00\", \"2022-07-25 23:41:11.000000+00:00\", \"2020-02-25 19:34:08.000000+00:00\"], \"session_ids\": [\"48cdc534-81e8-48d4-81ed-a30b2850a595\", \"319e09b0-1045-4f33-a730-5163bb6d0420\", \"637a8272-55f1-4e33-a31c-48b3380e0143\", \"d6d8d30b-e873-44dd-be23-b81da311925e\", \"69201d7a-280b-4a79-996f-ccd8bbb25401\", \"cf32d554-1fde-4fae-bfd7-6f402852302c\", \"c92f345d-dc1e-4e50-b224-a218f7311e8c\"], \"total_duration\": 375.0, \"total_sessions\": 7, \"mean_week_duration\": 2.206}, \"5042\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-06-17 05:34:42.000000+00:00\", \"2020-02-05 06:07:56.000000+00:00\"], \"session_ids\": [\"243aee3b-eb82-4d67-8ffc-487995675a67\", \"2c44307f-3b3b-48a3-94cb-8c875c5f80c6\"], \"total_duration\": 219.0, \"total_sessions\": 2, \"mean_week_duration\": 3.085}, \"79687\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-01-11 18:04:11.000000+00:00\", \"2021-02-12 13:02:21.000000+00:00\"], \"session_ids\": [\"f0a1c48c-b474-4ea7-9c65-a529538e2ab3\", \"09e21aa6-789d-4401-94ef-424ee035a314\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 10.2}, \"6231\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-04-03 01:03:36.000000+00:00\", \"2020-02-25 09:52:47.000000+00:00\"], \"session_ids\": [\"cea5fe84-3061-4e59-b45d-40348925f34e\", \"ef37e5c3-ac7f-4513-bb2b-172bcc1b010e\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.436}, \"58355\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-06-06 18:02:34.000000+00:00\", \"2019-05-20 07:49:38.000000+00:00\"], \"session_ids\": [\"252d9201-1e73-416a-846c-80339a6640e8\", \"9f243059-ab29-4f9d-8746-5537f9883835\"], \"total_duration\": 305.0, \"total_sessions\": 2, \"mean_week_duration\": 1.439}, \"10792\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-07-19 08:29:12.000000+00:00\", \"2019-08-05 08:57:23.000000+00:00\", \"2019-08-11 03:05:00.000000+00:00\"], \"session_ids\": [\"ca07985e-bf02-40e8-abe1-6c84b095871e\", \"eb5bc082-83eb-43c2-b19b-aeb2c32090d0\", \"6ecc49d3-010b-464d-9ad7-232a1beed059\"], \"total_duration\": 709.0, \"total_sessions\": 3, \"mean_week_duration\": 6.951}}\n```\n"
}
] |
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