conversations
list |
|---|
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are greater than 3 and are less than 6"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\", \"<\"]]}, \"all_values\": {\"total_sessions\": [[3, 6]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell 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": "Inform me regarding 4 users with a app usage time that is higher than 479 and lower than 2992 in addition carry out sorting by sum of duration of sessions per week from the largest value to the smallest value also get rid of all records, except 4."
}
] |
[
{
"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{\"41727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-12-16 06:28:51.000000+00:00\", \"2021-03-13 02:04:27.000000+00:00\", \"2022-09-12 22:07:01.000000+00:00\"], \"session_ids\": [\"ce156434-c2ae-463c-a10a-be68de93be6e\", \"83216d71-1e1e-4cc3-ab45-7c30fd575e1c\", \"55bd14af-8859-4e04-b00f-067ca5011254\"], \"total_duration\": 931.0, \"total_sessions\": 3, \"mean_week_duration\": 6.51}, \"58451\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-09-23 15:49:15.000000+00:00\", \"2019-03-18 08:58:32.000000+00:00\"], \"session_ids\": [\"9ca8050b-925d-4fbc-a6cc-279caad2df2c\", \"f3f5d971-3490-450b-bbc2-d1e5b9bf413a\"], \"total_duration\": 188.0, \"total_sessions\": 2, \"mean_week_duration\": 2.35}, \"51300\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-11-03 18:33:43.000000+00:00\", \"2019-12-12 16:43:24.000000+00:00\", \"2021-05-15 13:55:41.000000+00:00\", \"2019-10-06 02:21:30.000000+00:00\"], \"session_ids\": [\"a602b3bc-f515-40ec-9753-66faa209529e\", \"2dfde947-d36a-4f96-8857-5bfdc54886d7\", \"245bb5c4-3adb-4873-b306-b6aeb23235c9\", \"d92a5939-56ac-45ac-88be-32014a8a9c44\"], \"total_duration\": 232.0, \"total_sessions\": 4, \"mean_week_duration\": 1.441}, \"65260\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-28 23:11:02.000000+00:00\", \"2020-10-24 23:47:24.000000+00:00\", \"2023-05-24 20:25:28.000000+00:00\", \"2022-06-05 07:32:00.000000+00:00\", \"2019-07-15 22:54:25.000000+00:00\", \"2023-02-04 13:56:14.000000+00:00\"], \"session_ids\": [\"914f2071-c93a-4795-bfc0-ec41cf60763a\", \"f20ac8d5-b6bf-4701-a5e7-3d18feb06128\", \"34a4ec80-f645-47c7-9ae0-d12c020b6f03\", \"8c252cb2-45b9-4937-a586-9e9a23e16018\", \"de78c050-98ad-4677-9608-65c2cde93435\", \"dc2c55fc-847b-42fd-804e-33bb6148a46b\"], \"total_duration\": 6624.0, \"total_sessions\": 6, \"mean_week_duration\": 32.792}, \"1065\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-10-09 19:27:54.000000+00:00\", \"2021-03-31 06:33:35.000000+00:00\", \"2019-06-20 21:28:25.000000+00:00\"], \"session_ids\": [\"c3d71996-d01b-4179-aedc-cef81afd91de\", \"64623b3c-39dd-4774-9877-912175f87d99\", \"216228c6-e06c-4835-a2da-dd766c97b70a\"], \"total_duration\": 450.0, \"total_sessions\": 3, \"mean_week_duration\": 2.601}, \"88544\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-07-07 08:33:45.000000+00:00\", \"2019-03-06 07:08:44.000000+00:00\"], \"session_ids\": [\"2c8096a3-70f2-446d-8fec-a14086269d5b\", \"2bb03fa1-ee75-449d-a061-5fbc185b753b\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.143}, \"49128\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-06-15 22:39:56.000000+00:00\", \"2022-10-28 03:02:43.000000+00:00\"], \"session_ids\": [\"359f5bb6-6690-4e86-985f-41676be8cdb4\", \"ba06c495-b842-4271-a052-c5fde9af4211\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.939}, \"42046\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-11-19 10:14:53.000000+00:00\", \"2022-02-13 04:19:56.000000+00:00\"], \"session_ids\": [\"3330f85c-94bc-437f-bacd-ba660e362eb8\", \"24e87ab4-4d4f-487a-b8e7-5110cc091c5a\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 4.231}, \"70681\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-23 07:15:28.000000+00:00\", \"2022-03-17 13:40:37.000000+00:00\", \"2019-12-01 00:52:26.000000+00:00\", \"2022-10-23 08:05:03.000000+00:00\"], \"session_ids\": [\"20de23bc-bcf3-4146-8f67-db0e5a8cfbab\", \"28ac77e0-401f-474b-8359-215e81d86753\", \"c7907c93-0402-460e-b923-fcaac6ea398b\", \"6281671a-d006-4ad9-9ce0-8278f8d72ae9\"], \"total_duration\": 2118.0, \"total_sessions\": 4, \"mean_week_duration\": 14.026}, \"90599\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-05-23 21:23:32.000000+00:00\", \"2021-11-21 11:44:30.000000+00:00\"], \"session_ids\": [\"26b29629-6ed0-4b39-b904-6b47ab7de66a\", \"c47b2c34-bd2c-4c1f-a7b4-048ffd2f6b1a\"], \"total_duration\": 418.0, \"total_sessions\": 2, \"mean_week_duration\": 15.481}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or greater than 479 and are equal or less than 2992"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[479, 2992]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"41727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-12-16 06:28:51.000000+00:00\", \"2021-03-13 02:04:27.000000+00:00\", \"2022-09-12 22:07:01.000000+00:00\"], \"session_ids\": [\"ce156434-c2ae-463c-a10a-be68de93be6e\", \"83216d71-1e1e-4cc3-ab45-7c30fd575e1c\", \"55bd14af-8859-4e04-b00f-067ca5011254\"], \"total_duration\": 931.0, \"total_sessions\": 3, \"mean_week_duration\": 6.51}, \"70681\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-23 07:15:28.000000+00:00\", \"2022-03-17 13:40:37.000000+00:00\", \"2019-12-01 00:52:26.000000+00:00\", \"2022-10-23 08:05:03.000000+00:00\"], \"session_ids\": [\"20de23bc-bcf3-4146-8f67-db0e5a8cfbab\", \"28ac77e0-401f-474b-8359-215e81d86753\", \"c7907c93-0402-460e-b923-fcaac6ea398b\", \"6281671a-d006-4ad9-9ce0-8278f8d72ae9\"], \"total_duration\": 2118.0, \"total_sessions\": 4, \"mean_week_duration\": 14.026}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"70681\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-23 07:15:28.000000+00:00\", \"2022-03-17 13:40:37.000000+00:00\", \"2019-12-01 00:52:26.000000+00:00\", \"2022-10-23 08:05:03.000000+00:00\"], \"session_ids\": [\"20de23bc-bcf3-4146-8f67-db0e5a8cfbab\", \"28ac77e0-401f-474b-8359-215e81d86753\", \"c7907c93-0402-460e-b923-fcaac6ea398b\", \"6281671a-d006-4ad9-9ce0-8278f8d72ae9\"], \"total_duration\": 2118.0, \"total_sessions\": 4, \"mean_week_duration\": 14.026}}, {\"41727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-12-16 06:28:51.000000+00:00\", \"2021-03-13 02:04:27.000000+00:00\", \"2022-09-12 22:07:01.000000+00:00\"], \"session_ids\": [\"ce156434-c2ae-463c-a10a-be68de93be6e\", \"83216d71-1e1e-4cc3-ab45-7c30fd575e1c\", \"55bd14af-8859-4e04-b00f-067ca5011254\"], \"total_duration\": 931.0, \"total_sessions\": 3, \"mean_week_duration\": 6.51}}]\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[{\"70681\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-23 07:15:28.000000+00:00\", \"2022-03-17 13:40:37.000000+00:00\", \"2019-12-01 00:52:26.000000+00:00\", \"2022-10-23 08:05:03.000000+00:00\"], \"session_ids\": [\"20de23bc-bcf3-4146-8f67-db0e5a8cfbab\", \"28ac77e0-401f-474b-8359-215e81d86753\", \"c7907c93-0402-460e-b923-fcaac6ea398b\", \"6281671a-d006-4ad9-9ce0-8278f8d72ae9\"], \"total_duration\": 2118.0, \"total_sessions\": 4, \"mean_week_duration\": 14.026}}, {\"41727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-12-16 06:28:51.000000+00:00\", \"2021-03-13 02:04:27.000000+00:00\", \"2022-09-12 22:07:01.000000+00:00\"], \"session_ids\": [\"ce156434-c2ae-463c-a10a-be68de93be6e\", \"83216d71-1e1e-4cc3-ab45-7c30fd575e1c\", \"55bd14af-8859-4e04-b00f-067ca5011254\"], \"total_duration\": 931.0, \"total_sessions\": 3, \"mean_week_duration\": 6.51}}]\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[{\"70681\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-23 07:15:28.000000+00:00\", \"2022-03-17 13:40:37.000000+00:00\", \"2019-12-01 00:52:26.000000+00:00\", \"2022-10-23 08:05:03.000000+00:00\"], \"session_ids\": [\"20de23bc-bcf3-4146-8f67-db0e5a8cfbab\", \"28ac77e0-401f-474b-8359-215e81d86753\", \"c7907c93-0402-460e-b923-fcaac6ea398b\", \"6281671a-d006-4ad9-9ce0-8278f8d72ae9\"], \"total_duration\": 2118.0, \"total_sessions\": 4, \"mean_week_duration\": 14.026}}, {\"41727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-12-16 06:28:51.000000+00:00\", \"2021-03-13 02:04:27.000000+00:00\", \"2022-09-12 22:07:01.000000+00:00\"], \"session_ids\": [\"ce156434-c2ae-463c-a10a-be68de93be6e\", \"83216d71-1e1e-4cc3-ab45-7c30fd575e1c\", \"55bd14af-8859-4e04-b00f-067ca5011254\"], \"total_duration\": 931.0, \"total_sessions\": 3, \"mean_week_duration\": 6.51}}]\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 6 users who are folks of city Zurich additionaly apply sorting by sum of sessions 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{\"36969\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-11-16 03:22:56.000000+00:00\", \"2022-04-04 23:50:38.000000+00:00\", \"2021-04-14 05:46:47.000000+00:00\", \"2021-05-23 22:07:01.000000+00:00\", \"2022-09-23 05:25:56.000000+00:00\", \"2022-12-06 14:41:20.000000+00:00\"], \"session_ids\": [\"1343c4c9-f442-4fda-8070-b345f2c010cb\", \"4cf34f9c-7260-4ef8-9d46-f564dda51e76\", \"54f5db18-d437-47b9-965c-99e42f1a4813\", \"28e66791-301b-46e6-be78-63451cd25721\", \"b3b4b892-28ee-48f3-8a8a-cb8d739298ce\", \"2b07106f-72ba-48bb-ac2a-629a00876035\"], \"total_duration\": 6478.0, \"total_sessions\": 6, \"mean_week_duration\": 75.326}, \"48033\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-02-17 06:24:44.000000+00:00\", \"2021-09-14 21:22:48.000000+00:00\", \"2020-09-22 19:47:05.000000+00:00\", \"2019-05-11 05:01:34.000000+00:00\", \"2022-11-15 02:55:13.000000+00:00\", \"2020-06-11 19:39:48.000000+00:00\", \"2019-08-03 21:05:19.000000+00:00\", \"2021-01-14 22:30:38.000000+00:00\", \"2021-11-25 00:19:55.000000+00:00\", \"2021-01-31 21:05:53.000000+00:00\", \"2019-03-24 07:40:18.000000+00:00\"], \"session_ids\": [\"bf15c2ab-3f91-4801-a0b6-d385d72fe9c3\", \"55246383-38b6-4044-9820-d88b0dda58d4\", \"f8cc3fc3-462d-48e1-b929-d7f47aa55f76\", \"50c49d25-d3bf-4c1d-9cd5-f30c8dbc80ec\", \"1e67f66b-7c0c-4e0c-aa85-89b26fc632ca\", \"c808fd37-0739-4265-810b-789b0abf7058\", \"06f0b301-63e7-449a-b3cb-03cb405af60f\", \"c290d538-cda7-4002-b2c7-9f710e4b82d3\", \"aff6feb3-6313-4897-8391-2255cb3876b9\", \"a7bcb1ee-3e40-4905-8a98-772d0059289b\", \"be98d976-37ec-40a6-a3bd-159d54474436\"], \"total_duration\": 61838.0, \"total_sessions\": 11, \"mean_week_duration\": 323.759}, \"57468\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-11-07 16:35:17.000000+00:00\", \"2019-01-29 02:48:46.000000+00:00\"], \"session_ids\": [\"4cf25edf-dde0-4626-8746-77acc7f39f77\", \"0e176187-4c9d-45b2-86ad-c65ffd15f8dc\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.829}, \"39337\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-03-10 02:32:21.000000+00:00\", \"2019-09-13 06:02:57.000000+00:00\", \"2021-07-17 13:37:06.000000+00:00\"], \"session_ids\": [\"86e371db-70ae-4819-8017-492390565fb7\", \"82dc0fea-eeb5-4580-b41b-83e6b6606236\", \"88b7f5e6-3a97-4ffc-a9b5-b720020a5f9d\"], \"total_duration\": 302.0, \"total_sessions\": 3, \"mean_week_duration\": 2.455}, \"21015\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-09 04:15:40.000000+00:00\", \"2021-08-16 09:50:18.000000+00:00\", \"2020-06-09 16:06:15.000000+00:00\"], \"session_ids\": [\"0abb0675-3bf5-499a-a7af-e74136c74635\", \"9dc30690-111e-42e6-89f8-9c2e33c06b3b\", \"45bfe84d-3471-4fdc-a84b-cdb489263aa5\"], \"total_duration\": 281.0, \"total_sessions\": 3, \"mean_week_duration\": 4.532}, \"44215\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-04-22 12:16:15.000000+00:00\", \"2021-04-19 23:39:45.000000+00:00\", \"2020-08-22 08:54:16.000000+00:00\", \"2019-10-02 18:25:26.000000+00:00\", \"2022-06-06 15:45:57.000000+00:00\", \"2023-04-27 07:52:47.000000+00:00\", \"2022-06-23 08:17:47.000000+00:00\"], \"session_ids\": [\"0d229a7f-ef34-4aaa-9ea3-4499a81283a9\", \"560658b7-6db1-4187-93a4-7dfc689bbafe\", \"7131b97c-7d0c-4394-a031-7519df01d5a1\", \"f6ca2345-bc11-4ed9-9ea6-d535bd67b39e\", \"66e90d4d-28ac-43d6-9594-6d878851ec68\", \"4045002c-43d8-4d5f-82ed-6b46c4a64ac3\", \"a2c3450e-cfc9-4501-a4e4-0d07e9c115e3\"], \"total_duration\": 3014.0, \"total_sessions\": 7, \"mean_week_duration\": 16.204}, \"60837\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-02-19 03:33:46.000000+00:00\", \"2019-04-11 04:21:59.000000+00:00\", \"2020-09-08 23:39:24.000000+00:00\"], \"session_ids\": [\"68728338-b446-436c-8251-8a1a64e8f8f6\", \"e4c02815-8267-4ae6-95b6-6d3bd602e437\", \"7a6c42ea-750a-444f-bdda-3c371e6f2c70\"], \"total_duration\": 58.0, \"total_sessions\": 3, \"mean_week_duration\": 0.387}, \"73958\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-01-25 18:45:19.000000+00:00\", \"2021-11-15 19:24:42.000000+00:00\", \"2021-09-20 00:04:40.000000+00:00\"], \"session_ids\": [\"02acc119-c8c4-49c9-b334-e490c492e190\", \"3584e7a7-71ca-4f54-9b08-9baf7710fb67\", \"11f6d1d8-6e5c-4a53-8f2a-bad71b02f481\"], \"total_duration\": 381.0, \"total_sessions\": 3, \"mean_week_duration\": 2.592}, \"27251\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-07-30 14:36:22.000000+00:00\", \"2021-09-05 02:53:25.000000+00:00\"], \"session_ids\": [\"09fc92a9-8eeb-4502-9708-f737be3f1acc\", \"6b621bee-24cf-4927-9976-092d6169582c\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 5.167}, \"16965\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-06-09 05:15:07.000000+00:00\", \"2021-12-31 01:20:09.000000+00:00\", \"2020-04-29 12:56:29.000000+00:00\", \"2019-02-05 15:17:23.000000+00:00\", \"2021-07-27 08:30:47.000000+00:00\", \"2020-11-06 21:13:28.000000+00:00\", \"2021-10-12 19:02:06.000000+00:00\", \"2022-02-16 19:38:10.000000+00:00\", \"2021-04-11 09:26:23.000000+00:00\"], \"session_ids\": [\"b463869a-a2ea-4b2f-8dc0-06eb8dc17ccd\", \"87e00bb7-1d7f-498c-8b1d-32415069a264\", \"40cc5cb3-2c00-4179-9a67-1cf4b08cac9f\", \"0dc88719-363e-4477-a871-d5dabe44c738\", \"57b0b661-1347-4420-80a5-910050e37eef\", \"ec0885af-c9cb-43de-b428-74e1633befc4\", \"ffbf3d5f-0eba-4de9-a709-98270d950a92\", \"b4b500a1-2471-4db2-b94d-d2ca4f5ea780\", \"5df66052-c08a-4c38-8d81-9fd42f549578\"], \"total_duration\": 5575.0, \"total_sessions\": 9, \"mean_week_duration\": 31.857}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is Zurich"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Zurich\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\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": "Show me users whose average of total time spent in the app per week is smaller than 42 and bigger than 7 also implement sorting by total_duration ascending , moreover show me only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"76117\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 9, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-08-21 07:57:51.000000+00:00\", \"2019-12-23 20:53:55.000000+00:00\"], \"session_ids\": [\"f69262f9-5111-40a7-a385-ebba5c7d085e\", \"fc05881c-9bdf-40f0-ab88-3ebbbcf9a42e\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 2.586}, \"92854\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-12-06 07:01:20.000000+00:00\", \"2021-03-21 19:20:04.000000+00:00\", \"2022-11-25 13:21:29.000000+00:00\"], \"session_ids\": [\"dc3fea08-f9f2-45c1-a54b-b70510e0e4d3\", \"0f48276b-43b3-46ce-aafa-c6ff16167c61\", \"2c7db856-4572-47d6-9570-bb369186a86b\"], \"total_duration\": 428.0, \"total_sessions\": 3, \"mean_week_duration\": 4.864}, \"6446\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-09-25 21:32:44.000000+00:00\", \"2020-01-23 20:44:32.000000+00:00\", \"2020-12-06 00:49:36.000000+00:00\", \"2020-06-08 07:58:27.000000+00:00\"], \"session_ids\": [\"f0ca2caf-0210-4019-b2c0-9078f56105db\", \"1f610759-7538-42d0-84da-36cfdc131181\", \"c65ebf8c-bbbb-4cbf-a3f7-a4fd2b65356f\", \"cef3c122-94a2-404f-8b7c-80053501f4ed\"], \"total_duration\": 601.0, \"total_sessions\": 4, \"mean_week_duration\": 4.293}, \"33967\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-04-24 22:05:22.000000+00:00\", \"2019-12-26 11:25:42.000000+00:00\"], \"session_ids\": [\"30a93d18-20f1-480b-9222-5478507cae46\", \"0e7b64d3-bf90-4a6a-af2d-502567907a08\"], \"total_duration\": 399.0, \"total_sessions\": 2, \"mean_week_duration\": 3.27}, \"26922\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-04 03:01:03.000000+00:00\", \"2020-08-19 12:26:52.000000+00:00\"], \"session_ids\": [\"8086546c-22bc-4fe7-b566-a49b6dec5b63\", \"a320d7b7-570f-4286-8238-2b9dfc075bd9\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.565}, \"68494\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-06-18 08:14:51.000000+00:00\", \"2019-03-30 16:58:54.000000+00:00\", \"2022-11-01 02:11:46.000000+00:00\", \"2022-09-18 01:31:41.000000+00:00\", \"2019-07-12 16:34:18.000000+00:00\", \"2023-04-02 18:23:16.000000+00:00\", \"2021-11-16 15:31:43.000000+00:00\", \"2022-03-18 23:38:37.000000+00:00\"], \"session_ids\": [\"2d86c3c4-ba56-48db-9563-b34e566b77b6\", \"aa9b826b-b2d1-43bc-a3f5-e78d30b6959a\", \"7d86493f-d75c-4c6e-a30e-99485276d63e\", \"49373c89-c75a-40d6-912c-60aaa40d7c19\", \"2398eb6e-62e6-4cac-b04f-13886b404491\", \"d1730d12-c880-4a32-8ca6-f825c24dc2a1\", \"1564efc4-3cb3-4cf7-97c7-7753b448170e\", \"af041640-90db-4f28-a654-08a5ee0fe8ed\"], \"total_duration\": 585.0, \"total_sessions\": 8, \"mean_week_duration\": 2.786}, \"87674\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-12-08 08:52:36.000000+00:00\", \"2020-12-01 20:36:11.000000+00:00\"], \"session_ids\": [\"92237ad8-3601-4c24-9049-aef532d1349d\", \"a68cace6-4aa8-49c7-b14b-745982572bb7\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 1.885}, \"5192\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-04-18 15:39:17.000000+00:00\", \"2022-03-16 00:55:38.000000+00:00\", \"2023-03-27 11:22:26.000000+00:00\", \"2021-11-29 14:04:01.000000+00:00\", \"2020-08-16 09:52:52.000000+00:00\", \"2020-02-19 16:57:31.000000+00:00\", \"2023-04-04 06:35:17.000000+00:00\", \"2019-12-06 06:36:43.000000+00:00\"], \"session_ids\": [\"5e5a9368-b28e-4940-b865-9a40324d1acb\", \"db605ca8-0420-4ac6-b381-b425217be3fe\", \"c7f33ae6-b42d-4af7-a554-559ef0fea66e\", \"e7bd8068-420f-4c8f-a00d-36160007a7db\", \"347a12b9-e565-4da0-a8c0-695cba9fd2ef\", \"3e5ea92e-4f8b-4ad8-89b1-a96bfa72c141\", \"3d7ede07-5e05-43a9-a6f3-d1e349ee4630\", \"dcb6ada1-1208-4ff5-b23b-635596ac0a03\"], \"total_duration\": 7829.0, \"total_sessions\": 8, \"mean_week_duration\": 44.994}, \"91908\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-09-27 21:37:23.000000+00:00\", \"2022-07-06 20:29:51.000000+00:00\", \"2020-12-08 22:21:41.000000+00:00\"], \"session_ids\": [\"3f1296af-4a18-49a0-8c1a-48b99d548cf3\", \"32c01fc3-30fe-4dc0-8a2e-f82f0486dec0\", \"d940c160-efed-403e-8064-56777d8eb3e1\"], \"total_duration\": 1081.0, \"total_sessions\": 3, \"mean_week_duration\": 13.183}, \"47881\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-01-18 18:11:39.000000+00:00\", \"2021-11-02 09:48:43.000000+00:00\"], \"session_ids\": [\"47edbeda-f7ac-4e0d-9f3e-c423877a0b99\", \"fbe70fca-4a02-41fd-8e1e-87ce9411ba4f\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 4.364}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or greater than 7 and are equal or less than 42"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[7, 42]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"91908\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-09-27 21:37:23.000000+00:00\", \"2022-07-06 20:29:51.000000+00:00\", \"2020-12-08 22:21:41.000000+00:00\"], \"session_ids\": [\"3f1296af-4a18-49a0-8c1a-48b99d548cf3\", \"32c01fc3-30fe-4dc0-8a2e-f82f0486dec0\", \"d940c160-efed-403e-8064-56777d8eb3e1\"], \"total_duration\": 1081.0, \"total_sessions\": 3, \"mean_week_duration\": 13.183}}\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[{\"91908\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-09-27 21:37:23.000000+00:00\", \"2022-07-06 20:29:51.000000+00:00\", \"2020-12-08 22:21:41.000000+00:00\"], \"session_ids\": [\"3f1296af-4a18-49a0-8c1a-48b99d548cf3\", \"32c01fc3-30fe-4dc0-8a2e-f82f0486dec0\", \"d940c160-efed-403e-8064-56777d8eb3e1\"], \"total_duration\": 1081.0, \"total_sessions\": 3, \"mean_week_duration\": 13.183}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 3 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"91908\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-09-27 21:37:23.000000+00:00\", \"2022-07-06 20:29:51.000000+00:00\", \"2020-12-08 22:21:41.000000+00:00\"], \"session_ids\": [\"3f1296af-4a18-49a0-8c1a-48b99d548cf3\", \"32c01fc3-30fe-4dc0-8a2e-f82f0486dec0\", \"d940c160-efed-403e-8064-56777d8eb3e1\"], \"total_duration\": 1081.0, \"total_sessions\": 3, \"mean_week_duration\": 13.183}}]\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[{\"91908\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-09-27 21:37:23.000000+00:00\", \"2022-07-06 20:29:51.000000+00:00\", \"2020-12-08 22:21:41.000000+00:00\"], \"session_ids\": [\"3f1296af-4a18-49a0-8c1a-48b99d548cf3\", \"32c01fc3-30fe-4dc0-8a2e-f82f0486dec0\", \"d940c160-efed-403e-8064-56777d8eb3e1\"], \"total_duration\": 1081.0, \"total_sessions\": 3, \"mean_week_duration\": 13.183}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Share insights on 6 users I can find living in city Warsaw and in addition apply sorting by time in app per week ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"12822\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-12-23 21:25:03.000000+00:00\", \"2019-10-01 12:34:48.000000+00:00\"], \"session_ids\": [\"9da00bf2-a7dd-4d9f-84e5-7de34046da3c\", \"85d0c1d0-a858-4ba1-aa73-5e2fb1211b69\"], \"total_duration\": 240.0, \"total_sessions\": 2, \"mean_week_duration\": 2.051}, \"61746\": {\"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\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2021-09-30 20:38:18.000000+00:00\", \"2020-01-01 14:48:11.000000+00:00\"], \"session_ids\": [\"cb77cd3e-9385-4ef3-8db9-f667db3331be\", \"6580377e-fea0-4dc0-ae93-955bfbf0c4ac\"], \"total_duration\": 138.0, \"total_sessions\": 2, \"mean_week_duration\": 1.5}, \"19611\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-22 03:35:32.000000+00:00\", \"2023-04-09 17:22:36.000000+00:00\"], \"session_ids\": [\"58e7dc3f-8a64-4c61-917d-e1f96a4f6852\", \"d8c4d6cc-eb1c-4c4c-a2ef-f7fea5e70d97\"], \"total_duration\": 198.0, \"total_sessions\": 2, \"mean_week_duration\": 7.92}, \"35088\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Seoul\", \"datetimes\": [\"2020-09-27 19:10:42.000000+00:00\", \"2022-01-21 06:32:20.000000+00:00\"], \"session_ids\": [\"c7a949e5-3b37-4d17-92d5-4ac30cbe3f5b\", \"dc42ea4c-cd7d-4a61-87ca-d818984f636c\"], \"total_duration\": 334.0, \"total_sessions\": 2, \"mean_week_duration\": 4.841}, \"57368\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-04-23 11:23:55.000000+00:00\", \"2019-02-12 05:23:49.000000+00:00\"], \"session_ids\": [\"c92ffd37-9318-485f-a823-14ef6fba9070\", \"7a2dea00-5f37-4ae5-b53b-222976dc61ac\"], \"total_duration\": 398.0, \"total_sessions\": 2, \"mean_week_duration\": 1.817}, \"62127\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-03-24 05:27:54.000000+00:00\", \"2023-06-18 23:28:54.000000+00:00\", \"2020-04-11 10:52:28.000000+00:00\"], \"session_ids\": [\"64f82f44-89c3-4c0f-ae91-bfc89004ba8b\", \"9d85acca-7252-493a-960f-2a7a5432f4b2\", \"5676296f-86d6-489b-9510-e19aaced771d\"], \"total_duration\": 710.0, \"total_sessions\": 3, \"mean_week_duration\": 4.251}, \"93222\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-08-02 02:23:12.000000+00:00\", \"2020-03-14 22:48:51.000000+00:00\", \"2019-04-22 21:02:21.000000+00:00\"], \"session_ids\": [\"748bd4ba-e371-4397-b578-57b1de1db560\", \"5082dd73-6589-46fb-a431-65a4f0f5cf3e\", \"705ff553-48a4-4c89-b1a0-d48d3a013bf0\"], \"total_duration\": 1044.0, \"total_sessions\": 3, \"mean_week_duration\": 8.773}, \"71613\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-07-09 17:04:35.000000+00:00\", \"2023-04-08 09:53:18.000000+00:00\"], \"session_ids\": [\"3535ec4a-26c2-4c45-a9ab-94c3cf6c254d\", \"fc30212a-245f-498f-9a53-74f46b88a1b1\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.637}, \"13081\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-04-30 16:31:35.000000+00:00\", \"2022-10-29 02:55:23.000000+00:00\"], \"session_ids\": [\"fc93b8ca-afb4-4b7b-b6ee-aaba1d381380\", \"0bcb28c4-5fd8-4add-ae20-2d6a3024de08\"], \"total_duration\": 350.0, \"total_sessions\": 2, \"mean_week_duration\": 4.487}, \"95693\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-03-25 22:03:51.000000+00:00\", \"2022-05-12 12:26:23.000000+00:00\"], \"session_ids\": [\"1dc3803b-2ddf-4fef-ad7e-a72e3f8917dd\", \"61fced00-8328-4f7e-ad94-d1544ec9e554\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 0.763}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is Warsaw"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Warsaw\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the users who are top users based on time in app per week additionaly implement sorting by quantity of sessions in descending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"63386\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-09-13 07:35:04.000000+00:00\", \"2022-03-01 22:23:14.000000+00:00\", \"2020-09-30 08:04:29.000000+00:00\", \"2023-03-26 17:55:34.000000+00:00\", \"2022-04-20 03:18:58.000000+00:00\", \"2021-02-11 21:33:30.000000+00:00\", \"2019-11-02 11:36:03.000000+00:00\"], \"session_ids\": [\"0a7d31e9-aa80-4938-b178-8cf5f069aa81\", \"fb7f5abb-ac3a-42e8-b804-14f3450a64f6\", \"03cb329d-806a-4735-84eb-efb5f794e9bd\", \"2c3e0217-4f46-485d-99c5-1166ee22defb\", \"3bce6dfc-4ec1-409a-8548-881801277e49\", \"47d1b3da-5e83-4470-a39e-1681ab01c574\", \"aa4cb298-4204-43d0-b6e4-51dd6a6c1cdc\"], \"total_duration\": 5770.0, \"total_sessions\": 7, \"mean_week_duration\": 32.416}, \"90817\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-21 06:22:51.000000+00:00\", \"2019-10-30 20:45:12.000000+00:00\"], \"session_ids\": [\"791c7017-403e-49c7-bda3-82db499554b8\", \"aeb5502e-dbd1-4ac0-993f-a579e7ce6863\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.37}, \"53283\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-10-23 01:10:11.000000+00:00\", \"2020-11-22 18:08:08.000000+00:00\", \"2022-02-26 19:26:02.000000+00:00\"], \"session_ids\": [\"4594d19e-5c83-469f-97cc-7263bfee1415\", \"5050a011-61d2-4556-86cf-72b686f2d5d1\", \"7632d0df-bd87-48e1-8859-ee5ad5661ca5\"], \"total_duration\": 816.0, \"total_sessions\": 3, \"mean_week_duration\": 12.364}, \"51547\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-10-18 20:24:03.000000+00:00\", \"2023-01-12 07:10:29.000000+00:00\", \"2019-10-06 16:00:00.000000+00:00\", \"2021-10-26 17:18:24.000000+00:00\", \"2021-04-15 23:14:32.000000+00:00\", \"2023-05-21 01:47:47.000000+00:00\", \"2023-04-19 18:31:20.000000+00:00\"], \"session_ids\": [\"491d5993-a4c4-46b1-80ed-95488accaeb4\", \"f4581835-c26f-435e-9d7f-e7bf76983b3c\", \"3e6848d1-7b00-4968-a9ab-172f19c83791\", \"6922ba75-a9b6-40e3-a400-3e194fe8fb91\", \"86c17f78-7c70-41a0-a70b-3c937cc6cdd3\", \"cdcc88e0-f8aa-49e1-b518-bfb1411d90fa\", \"b8a068d5-13db-44ac-a597-d0a2d7b29922\"], \"total_duration\": 116.0, \"total_sessions\": 7, \"mean_week_duration\": 0.614}, \"33484\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-12-17 06:21:18.000000+00:00\", \"2021-08-21 08:56:06.000000+00:00\", \"2022-10-06 09:13:35.000000+00:00\", \"2023-06-07 15:49:36.000000+00:00\", \"2022-03-07 08:11:09.000000+00:00\", \"2022-11-29 09:22:08.000000+00:00\", \"2019-02-16 02:10:43.000000+00:00\", \"2019-11-18 16:31:29.000000+00:00\"], \"session_ids\": [\"39d5686f-4080-46e6-9dca-46c7f251fead\", \"a7e56428-3bc6-4d9c-a75b-f2313cab7450\", \"5116c05e-0f42-47ec-9030-5f658d397b49\", \"9e1b1795-1d0f-473e-91bf-26e6aeb247af\", \"5f6bd41a-5b41-420a-8767-a67f725f03aa\", \"ef42290a-0e72-426e-802b-933a5990fce2\", \"6d0ff0cb-2170-45f6-8f5a-b991fccca7aa\", \"f1c7e82d-1ec6-4922-863c-e5e76324e86f\"], \"total_duration\": 844.0, \"total_sessions\": 8, \"mean_week_duration\": 3.751}, \"59695\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-01-17 15:34:39.000000+00:00\", \"2019-05-08 06:51:40.000000+00:00\"], \"session_ids\": [\"71c03502-f4e4-433d-9be2-6d6fe54ae3d6\", \"19e3ad95-9e3b-45e4-b557-c0d38af20345\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.892}, \"48345\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-17 23:52:02.000000+00:00\", \"2020-07-25 15:18:26.000000+00:00\"], \"session_ids\": [\"3747ba97-6783-4ff6-ad54-ab2e71a77fa9\", \"888d7cd5-6bbe-4813-b460-f261d8b8d1f9\"], \"total_duration\": 232.0, \"total_sessions\": 2, \"mean_week_duration\": 5.659}, \"72249\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-02-09 09:08:36.000000+00:00\", \"2021-07-12 08:01:22.000000+00:00\"], \"session_ids\": [\"631c47c8-4bcc-4cc3-b906-90edfb9c6d13\", \"062d3cba-1e00-4d1e-a1db-22b743d768c1\"], \"total_duration\": 354.0, \"total_sessions\": 2, \"mean_week_duration\": 2.787}, \"39764\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-16 03:45:30.000000+00:00\", \"2022-05-15 22:46:52.000000+00:00\", \"2019-11-29 20:50:02.000000+00:00\", \"2019-08-10 13:30:04.000000+00:00\", \"2019-06-08 19:12:14.000000+00:00\", \"2022-03-27 10:05:39.000000+00:00\", \"2022-04-23 03:44:19.000000+00:00\", \"2020-01-15 13:10:10.000000+00:00\", \"2022-12-08 15:42:08.000000+00:00\"], \"session_ids\": [\"362db3b5-1771-4948-89f0-e7ddfe8778f9\", \"746da62d-21a5-4d73-813b-6a0edae11577\", \"1d7c41c0-1dee-40ee-8ca4-56d42d477707\", \"c60582db-4211-4c65-bb20-617dc653f87e\", \"f5197e11-d3c8-4906-a7f2-d5771126f329\", \"f0242c2b-a0d9-4ac5-852f-cd0104cf609f\", \"a6736375-f8e9-44b1-88c7-d2ef65e63920\", \"5e063178-e1dc-42bd-a38e-3a05b7af90b5\", \"64efbc88-399e-4595-a3cb-5809d3591974\"], \"total_duration\": 6997.0, \"total_sessions\": 9, \"mean_week_duration\": 38.027}, \"11839\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-11-11 21:16:25.000000+00:00\", \"2019-05-23 07:42:40.000000+00:00\"], \"session_ids\": [\"2259dd9c-cd51-46e7-a9fb-5d6fe70db776\", \"1e561e2f-fe62-4205-80f7-969b97b83620\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 0.766}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the highest mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": true, \"quant_to_remain\": -1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"39764\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-16 03:45:30.000000+00:00\", \"2022-05-15 22:46:52.000000+00:00\", \"2019-11-29 20:50:02.000000+00:00\", \"2019-08-10 13:30:04.000000+00:00\", \"2019-06-08 19:12:14.000000+00:00\", \"2022-03-27 10:05:39.000000+00:00\", \"2022-04-23 03:44:19.000000+00:00\", \"2020-01-15 13:10:10.000000+00:00\", \"2022-12-08 15:42:08.000000+00:00\"], \"session_ids\": [\"362db3b5-1771-4948-89f0-e7ddfe8778f9\", \"746da62d-21a5-4d73-813b-6a0edae11577\", \"1d7c41c0-1dee-40ee-8ca4-56d42d477707\", \"c60582db-4211-4c65-bb20-617dc653f87e\", \"f5197e11-d3c8-4906-a7f2-d5771126f329\", \"f0242c2b-a0d9-4ac5-852f-cd0104cf609f\", \"a6736375-f8e9-44b1-88c7-d2ef65e63920\", \"5e063178-e1dc-42bd-a38e-3a05b7af90b5\", \"64efbc88-399e-4595-a3cb-5809d3591974\"], \"total_duration\": 6997.0, \"total_sessions\": 9, \"mean_week_duration\": 38.027}}, {\"63386\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-09-13 07:35:04.000000+00:00\", \"2022-03-01 22:23:14.000000+00:00\", \"2020-09-30 08:04:29.000000+00:00\", \"2023-03-26 17:55:34.000000+00:00\", \"2022-04-20 03:18:58.000000+00:00\", \"2021-02-11 21:33:30.000000+00:00\", \"2019-11-02 11:36:03.000000+00:00\"], \"session_ids\": [\"0a7d31e9-aa80-4938-b178-8cf5f069aa81\", \"fb7f5abb-ac3a-42e8-b804-14f3450a64f6\", \"03cb329d-806a-4735-84eb-efb5f794e9bd\", \"2c3e0217-4f46-485d-99c5-1166ee22defb\", \"3bce6dfc-4ec1-409a-8548-881801277e49\", \"47d1b3da-5e83-4470-a39e-1681ab01c574\", \"aa4cb298-4204-43d0-b6e4-51dd6a6c1cdc\"], \"total_duration\": 5770.0, \"total_sessions\": 7, \"mean_week_duration\": 32.416}}, {\"53283\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-10-23 01:10:11.000000+00:00\", \"2020-11-22 18:08:08.000000+00:00\", \"2022-02-26 19:26:02.000000+00:00\"], \"session_ids\": [\"4594d19e-5c83-469f-97cc-7263bfee1415\", \"5050a011-61d2-4556-86cf-72b686f2d5d1\", \"7632d0df-bd87-48e1-8859-ee5ad5661ca5\"], \"total_duration\": 816.0, \"total_sessions\": 3, \"mean_week_duration\": 12.364}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"39764\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-16 03:45:30.000000+00:00\", \"2022-05-15 22:46:52.000000+00:00\", \"2019-11-29 20:50:02.000000+00:00\", \"2019-08-10 13:30:04.000000+00:00\", \"2019-06-08 19:12:14.000000+00:00\", \"2022-03-27 10:05:39.000000+00:00\", \"2022-04-23 03:44:19.000000+00:00\", \"2020-01-15 13:10:10.000000+00:00\", \"2022-12-08 15:42:08.000000+00:00\"], \"session_ids\": [\"362db3b5-1771-4948-89f0-e7ddfe8778f9\", \"746da62d-21a5-4d73-813b-6a0edae11577\", \"1d7c41c0-1dee-40ee-8ca4-56d42d477707\", \"c60582db-4211-4c65-bb20-617dc653f87e\", \"f5197e11-d3c8-4906-a7f2-d5771126f329\", \"f0242c2b-a0d9-4ac5-852f-cd0104cf609f\", \"a6736375-f8e9-44b1-88c7-d2ef65e63920\", \"5e063178-e1dc-42bd-a38e-3a05b7af90b5\", \"64efbc88-399e-4595-a3cb-5809d3591974\"], \"total_duration\": 6997.0, \"total_sessions\": 9, \"mean_week_duration\": 38.027}}, {\"63386\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-09-13 07:35:04.000000+00:00\", \"2022-03-01 22:23:14.000000+00:00\", \"2020-09-30 08:04:29.000000+00:00\", \"2023-03-26 17:55:34.000000+00:00\", \"2022-04-20 03:18:58.000000+00:00\", \"2021-02-11 21:33:30.000000+00:00\", \"2019-11-02 11:36:03.000000+00:00\"], \"session_ids\": [\"0a7d31e9-aa80-4938-b178-8cf5f069aa81\", \"fb7f5abb-ac3a-42e8-b804-14f3450a64f6\", \"03cb329d-806a-4735-84eb-efb5f794e9bd\", \"2c3e0217-4f46-485d-99c5-1166ee22defb\", \"3bce6dfc-4ec1-409a-8548-881801277e49\", \"47d1b3da-5e83-4470-a39e-1681ab01c574\", \"aa4cb298-4204-43d0-b6e4-51dd6a6c1cdc\"], \"total_duration\": 5770.0, \"total_sessions\": 7, \"mean_week_duration\": 32.416}}, {\"53283\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-10-23 01:10:11.000000+00:00\", \"2020-11-22 18:08:08.000000+00:00\", \"2022-02-26 19:26:02.000000+00:00\"], \"session_ids\": [\"4594d19e-5c83-469f-97cc-7263bfee1415\", \"5050a011-61d2-4556-86cf-72b686f2d5d1\", \"7632d0df-bd87-48e1-8859-ee5ad5661ca5\"], \"total_duration\": 816.0, \"total_sessions\": 3, \"mean_week_duration\": 12.364}}]\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[{\"39764\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-16 03:45:30.000000+00:00\", \"2022-05-15 22:46:52.000000+00:00\", \"2019-11-29 20:50:02.000000+00:00\", \"2019-08-10 13:30:04.000000+00:00\", \"2019-06-08 19:12:14.000000+00:00\", \"2022-03-27 10:05:39.000000+00:00\", \"2022-04-23 03:44:19.000000+00:00\", \"2020-01-15 13:10:10.000000+00:00\", \"2022-12-08 15:42:08.000000+00:00\"], \"session_ids\": [\"362db3b5-1771-4948-89f0-e7ddfe8778f9\", \"746da62d-21a5-4d73-813b-6a0edae11577\", \"1d7c41c0-1dee-40ee-8ca4-56d42d477707\", \"c60582db-4211-4c65-bb20-617dc653f87e\", \"f5197e11-d3c8-4906-a7f2-d5771126f329\", \"f0242c2b-a0d9-4ac5-852f-cd0104cf609f\", \"a6736375-f8e9-44b1-88c7-d2ef65e63920\", \"5e063178-e1dc-42bd-a38e-3a05b7af90b5\", \"64efbc88-399e-4595-a3cb-5809d3591974\"], \"total_duration\": 6997.0, \"total_sessions\": 9, \"mean_week_duration\": 38.027}}, {\"63386\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-09-13 07:35:04.000000+00:00\", \"2022-03-01 22:23:14.000000+00:00\", \"2020-09-30 08:04:29.000000+00:00\", \"2023-03-26 17:55:34.000000+00:00\", \"2022-04-20 03:18:58.000000+00:00\", \"2021-02-11 21:33:30.000000+00:00\", \"2019-11-02 11:36:03.000000+00:00\"], \"session_ids\": [\"0a7d31e9-aa80-4938-b178-8cf5f069aa81\", \"fb7f5abb-ac3a-42e8-b804-14f3450a64f6\", \"03cb329d-806a-4735-84eb-efb5f794e9bd\", \"2c3e0217-4f46-485d-99c5-1166ee22defb\", \"3bce6dfc-4ec1-409a-8548-881801277e49\", \"47d1b3da-5e83-4470-a39e-1681ab01c574\", \"aa4cb298-4204-43d0-b6e4-51dd6a6c1cdc\"], \"total_duration\": 5770.0, \"total_sessions\": 7, \"mean_week_duration\": 32.416}}, {\"53283\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-10-23 01:10:11.000000+00:00\", \"2020-11-22 18:08:08.000000+00:00\", \"2022-02-26 19:26:02.000000+00:00\"], \"session_ids\": [\"4594d19e-5c83-469f-97cc-7263bfee1415\", \"5050a011-61d2-4556-86cf-72b686f2d5d1\", \"7632d0df-bd87-48e1-8859-ee5ad5661ca5\"], \"total_duration\": 816.0, \"total_sessions\": 3, \"mean_week_duration\": 12.364}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding users whose cities are not Istanbul, Rio de Janeiro, Santiago and in addition carry out sorting by time using the app ascending and in addition provide me only with 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{\"73714\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-02-26 16:43:59.000000+00:00\", \"2021-02-21 04:36:55.000000+00:00\", \"2021-05-04 12:57:29.000000+00:00\", \"2019-07-19 03:37:48.000000+00:00\", \"2023-04-21 08:45:52.000000+00:00\"], \"session_ids\": [\"4aca28c6-5d9d-4105-b4dc-7a879fcc7774\", \"29c25a72-390a-49f4-a163-0f965113e74f\", \"fe0e7b18-1201-4577-9332-2d7d05ad347e\", \"537c2d4f-4500-4cbf-9a5a-4f7ed62fc7eb\", \"6c5c01bf-cc0c-4e4e-9eae-a4cda8530007\"], \"total_duration\": 849.0, \"total_sessions\": 5, \"mean_week_duration\": 4.332}, \"14792\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2020-11-24 00:17:09.000000+00:00\", \"2019-08-08 20:03:02.000000+00:00\", \"2020-05-30 19:32:08.000000+00:00\"], \"session_ids\": [\"10ecf435-d70b-4979-8fe2-5ed1e3f65c89\", \"297b716e-91ce-4ffc-99f3-34a5e7fb9084\", \"2a7fe593-62b6-406e-b449-3e17715902ce\"], \"total_duration\": 27.0, \"total_sessions\": 3, \"mean_week_duration\": 0.397}, \"88865\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-02-24 08:08:51.000000+00:00\", \"2020-12-19 12:20:36.000000+00:00\", \"2022-09-18 07:44:36.000000+00:00\", \"2023-04-12 17:21:05.000000+00:00\"], \"session_ids\": [\"8a1491e3-ef1c-4676-9e3b-05455da26549\", \"8b9bec5e-ac10-458c-8743-58f5eea8bc51\", \"847e3491-2af7-4831-b224-421924db9af9\", \"dee8ed32-b570-4590-9c2a-65d4ab0a179d\"], \"total_duration\": 1273.0, \"total_sessions\": 4, \"mean_week_duration\": 10.521}, \"29026\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-02-21 05:24:15.000000+00:00\", \"2023-01-01 07:04:11.000000+00:00\", \"2019-10-29 10:26:11.000000+00:00\", \"2019-04-13 02:02:23.000000+00:00\"], \"session_ids\": [\"220f6dee-49e3-4db6-86fc-fa6d6250a6dc\", \"9859b2f7-7997-4461-b12e-01153e3aa10b\", \"8450a2b0-173e-448f-861b-e02377cfbc73\", \"d108fa52-c4a7-44a7-b709-57f9292df5b9\"], \"total_duration\": 152.0, \"total_sessions\": 4, \"mean_week_duration\": 0.779}, \"53269\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-02-19 01:52:33.000000+00:00\", \"2020-02-10 17:20:05.000000+00:00\", \"2019-02-24 16:22:09.000000+00:00\", \"2023-04-12 20:38:18.000000+00:00\", \"2021-09-03 18:46:21.000000+00:00\", \"2019-11-29 09:38:11.000000+00:00\", \"2021-03-12 11:56:29.000000+00:00\"], \"session_ids\": [\"14593789-22f7-4640-8a6b-b9b68ca76c77\", \"76c955cb-8cd3-4343-8266-8c14998b969c\", \"091f9b74-fd0d-4179-94c4-8d0ac79ec4f9\", \"e2c5d513-2036-4254-8bb2-48488721587a\", \"6d10b74f-3938-4b1f-a7be-271169dffcb2\", \"0b9e7ee5-6f4e-4e03-b2dc-c0631090c819\", \"da76d223-b405-468f-8edd-0591e80e1269\"], \"total_duration\": 126.0, \"total_sessions\": 7, \"mean_week_duration\": 0.583}, \"25609\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-12-21 11:39:29.000000+00:00\", \"2019-12-07 00:20:22.000000+00:00\"], \"session_ids\": [\"9a32d3b6-9ff4-4c60-9623-e2f59021f763\", \"4e5f252e-8ce1-4432-9b6e-640dd84b972d\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 32.5}, \"2531\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-04 16:31:55.000000+00:00\", \"2022-09-11 14:32:01.000000+00:00\"], \"session_ids\": [\"b390853c-8a54-4000-84a2-3f98af239d7f\", \"3625c5db-9091-411a-af35-38f97090de60\"], \"total_duration\": 310.0, \"total_sessions\": 2, \"mean_week_duration\": 3.069}, \"95901\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-04-19 18:05:27.000000+00:00\", \"2019-04-08 00:29:31.000000+00:00\", \"2021-10-14 02:52:32.000000+00:00\"], \"session_ids\": [\"36c4cd82-806b-463e-a8eb-219f8334e279\", \"07be37c6-c111-4029-b3a5-57a5b1a9c382\", \"4b32e2f1-1930-4352-9866-4b36c8b0822a\"], \"total_duration\": 912.0, \"total_sessions\": 3, \"mean_week_duration\": 4.322}, \"13666\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-09-26 16:34:24.000000+00:00\", \"2023-03-17 22:58:56.000000+00:00\"], \"session_ids\": [\"90d717be-58bf-4272-bcb7-365b84960c15\", \"974742d5-5bce-4a43-a276-ab88e83b6a1f\"], \"total_duration\": 169.0, \"total_sessions\": 2, \"mean_week_duration\": 1.31}, \"40413\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-04-06 02:04:12.000000+00:00\", \"2021-08-15 17:38:18.000000+00:00\", \"2019-08-22 05:53:44.000000+00:00\"], \"session_ids\": [\"6324d2b0-8a0a-4e3b-a2be-d12bff1186a5\", \"16ca3230-84b2-405b-8dca-0988a7039017\", \"b5830c35-a2cc-432f-be10-fb3d7391252d\"], \"total_duration\": 369.0, \"total_sessions\": 3, \"mean_week_duration\": 2.976}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not Istanbul, Rio de Janeiro, Santiago"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Istanbul\", \"Rio de Janeiro\", \"Santiago\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"73714\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-02-26 16:43:59.000000+00:00\", \"2021-02-21 04:36:55.000000+00:00\", \"2021-05-04 12:57:29.000000+00:00\", \"2019-07-19 03:37:48.000000+00:00\", \"2023-04-21 08:45:52.000000+00:00\"], \"session_ids\": [\"4aca28c6-5d9d-4105-b4dc-7a879fcc7774\", \"29c25a72-390a-49f4-a163-0f965113e74f\", \"fe0e7b18-1201-4577-9332-2d7d05ad347e\", \"537c2d4f-4500-4cbf-9a5a-4f7ed62fc7eb\", \"6c5c01bf-cc0c-4e4e-9eae-a4cda8530007\"], \"total_duration\": 849.0, \"total_sessions\": 5, \"mean_week_duration\": 4.332}, \"14792\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2020-11-24 00:17:09.000000+00:00\", \"2019-08-08 20:03:02.000000+00:00\", \"2020-05-30 19:32:08.000000+00:00\"], \"session_ids\": [\"10ecf435-d70b-4979-8fe2-5ed1e3f65c89\", \"297b716e-91ce-4ffc-99f3-34a5e7fb9084\", \"2a7fe593-62b6-406e-b449-3e17715902ce\"], \"total_duration\": 27.0, \"total_sessions\": 3, \"mean_week_duration\": 0.397}, \"88865\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-02-24 08:08:51.000000+00:00\", \"2020-12-19 12:20:36.000000+00:00\", \"2022-09-18 07:44:36.000000+00:00\", \"2023-04-12 17:21:05.000000+00:00\"], \"session_ids\": [\"8a1491e3-ef1c-4676-9e3b-05455da26549\", \"8b9bec5e-ac10-458c-8743-58f5eea8bc51\", \"847e3491-2af7-4831-b224-421924db9af9\", \"dee8ed32-b570-4590-9c2a-65d4ab0a179d\"], \"total_duration\": 1273.0, \"total_sessions\": 4, \"mean_week_duration\": 10.521}, \"29026\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-02-21 05:24:15.000000+00:00\", \"2023-01-01 07:04:11.000000+00:00\", \"2019-10-29 10:26:11.000000+00:00\", \"2019-04-13 02:02:23.000000+00:00\"], \"session_ids\": [\"220f6dee-49e3-4db6-86fc-fa6d6250a6dc\", \"9859b2f7-7997-4461-b12e-01153e3aa10b\", \"8450a2b0-173e-448f-861b-e02377cfbc73\", \"d108fa52-c4a7-44a7-b709-57f9292df5b9\"], \"total_duration\": 152.0, \"total_sessions\": 4, \"mean_week_duration\": 0.779}, \"53269\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-02-19 01:52:33.000000+00:00\", \"2020-02-10 17:20:05.000000+00:00\", \"2019-02-24 16:22:09.000000+00:00\", \"2023-04-12 20:38:18.000000+00:00\", \"2021-09-03 18:46:21.000000+00:00\", \"2019-11-29 09:38:11.000000+00:00\", \"2021-03-12 11:56:29.000000+00:00\"], \"session_ids\": [\"14593789-22f7-4640-8a6b-b9b68ca76c77\", \"76c955cb-8cd3-4343-8266-8c14998b969c\", \"091f9b74-fd0d-4179-94c4-8d0ac79ec4f9\", \"e2c5d513-2036-4254-8bb2-48488721587a\", \"6d10b74f-3938-4b1f-a7be-271169dffcb2\", \"0b9e7ee5-6f4e-4e03-b2dc-c0631090c819\", \"da76d223-b405-468f-8edd-0591e80e1269\"], \"total_duration\": 126.0, \"total_sessions\": 7, \"mean_week_duration\": 0.583}, \"25609\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-12-21 11:39:29.000000+00:00\", \"2019-12-07 00:20:22.000000+00:00\"], \"session_ids\": [\"9a32d3b6-9ff4-4c60-9623-e2f59021f763\", \"4e5f252e-8ce1-4432-9b6e-640dd84b972d\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 32.5}, \"2531\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-04 16:31:55.000000+00:00\", \"2022-09-11 14:32:01.000000+00:00\"], \"session_ids\": [\"b390853c-8a54-4000-84a2-3f98af239d7f\", \"3625c5db-9091-411a-af35-38f97090de60\"], \"total_duration\": 310.0, \"total_sessions\": 2, \"mean_week_duration\": 3.069}, \"95901\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-04-19 18:05:27.000000+00:00\", \"2019-04-08 00:29:31.000000+00:00\", \"2021-10-14 02:52:32.000000+00:00\"], \"session_ids\": [\"36c4cd82-806b-463e-a8eb-219f8334e279\", \"07be37c6-c111-4029-b3a5-57a5b1a9c382\", \"4b32e2f1-1930-4352-9866-4b36c8b0822a\"], \"total_duration\": 912.0, \"total_sessions\": 3, \"mean_week_duration\": 4.322}, \"13666\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-09-26 16:34:24.000000+00:00\", \"2023-03-17 22:58:56.000000+00:00\"], \"session_ids\": [\"90d717be-58bf-4272-bcb7-365b84960c15\", \"974742d5-5bce-4a43-a276-ab88e83b6a1f\"], \"total_duration\": 169.0, \"total_sessions\": 2, \"mean_week_duration\": 1.31}, \"40413\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-04-06 02:04:12.000000+00:00\", \"2021-08-15 17:38:18.000000+00:00\", \"2019-08-22 05:53:44.000000+00:00\"], \"session_ids\": [\"6324d2b0-8a0a-4e3b-a2be-d12bff1186a5\", \"16ca3230-84b2-405b-8dca-0988a7039017\", \"b5830c35-a2cc-432f-be10-fb3d7391252d\"], \"total_duration\": 369.0, \"total_sessions\": 3, \"mean_week_duration\": 2.976}}\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[{\"14792\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2020-11-24 00:17:09.000000+00:00\", \"2019-08-08 20:03:02.000000+00:00\", \"2020-05-30 19:32:08.000000+00:00\"], \"session_ids\": [\"10ecf435-d70b-4979-8fe2-5ed1e3f65c89\", \"297b716e-91ce-4ffc-99f3-34a5e7fb9084\", \"2a7fe593-62b6-406e-b449-3e17715902ce\"], \"total_duration\": 27.0, \"total_sessions\": 3, \"mean_week_duration\": 0.397}}, {\"25609\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-12-21 11:39:29.000000+00:00\", \"2019-12-07 00:20:22.000000+00:00\"], \"session_ids\": [\"9a32d3b6-9ff4-4c60-9623-e2f59021f763\", \"4e5f252e-8ce1-4432-9b6e-640dd84b972d\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 32.5}}, {\"53269\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-02-19 01:52:33.000000+00:00\", \"2020-02-10 17:20:05.000000+00:00\", \"2019-02-24 16:22:09.000000+00:00\", \"2023-04-12 20:38:18.000000+00:00\", \"2021-09-03 18:46:21.000000+00:00\", \"2019-11-29 09:38:11.000000+00:00\", \"2021-03-12 11:56:29.000000+00:00\"], \"session_ids\": [\"14593789-22f7-4640-8a6b-b9b68ca76c77\", \"76c955cb-8cd3-4343-8266-8c14998b969c\", \"091f9b74-fd0d-4179-94c4-8d0ac79ec4f9\", \"e2c5d513-2036-4254-8bb2-48488721587a\", \"6d10b74f-3938-4b1f-a7be-271169dffcb2\", \"0b9e7ee5-6f4e-4e03-b2dc-c0631090c819\", \"da76d223-b405-468f-8edd-0591e80e1269\"], \"total_duration\": 126.0, \"total_sessions\": 7, \"mean_week_duration\": 0.583}}, {\"29026\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-02-21 05:24:15.000000+00:00\", \"2023-01-01 07:04:11.000000+00:00\", \"2019-10-29 10:26:11.000000+00:00\", \"2019-04-13 02:02:23.000000+00:00\"], \"session_ids\": [\"220f6dee-49e3-4db6-86fc-fa6d6250a6dc\", \"9859b2f7-7997-4461-b12e-01153e3aa10b\", \"8450a2b0-173e-448f-861b-e02377cfbc73\", \"d108fa52-c4a7-44a7-b709-57f9292df5b9\"], \"total_duration\": 152.0, \"total_sessions\": 4, \"mean_week_duration\": 0.779}}, {\"13666\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-09-26 16:34:24.000000+00:00\", \"2023-03-17 22:58:56.000000+00:00\"], \"session_ids\": [\"90d717be-58bf-4272-bcb7-365b84960c15\", \"974742d5-5bce-4a43-a276-ab88e83b6a1f\"], \"total_duration\": 169.0, \"total_sessions\": 2, \"mean_week_duration\": 1.31}}, {\"2531\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-04 16:31:55.000000+00:00\", \"2022-09-11 14:32:01.000000+00:00\"], \"session_ids\": [\"b390853c-8a54-4000-84a2-3f98af239d7f\", \"3625c5db-9091-411a-af35-38f97090de60\"], \"total_duration\": 310.0, \"total_sessions\": 2, \"mean_week_duration\": 3.069}}, {\"40413\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-04-06 02:04:12.000000+00:00\", \"2021-08-15 17:38:18.000000+00:00\", \"2019-08-22 05:53:44.000000+00:00\"], \"session_ids\": [\"6324d2b0-8a0a-4e3b-a2be-d12bff1186a5\", \"16ca3230-84b2-405b-8dca-0988a7039017\", \"b5830c35-a2cc-432f-be10-fb3d7391252d\"], \"total_duration\": 369.0, \"total_sessions\": 3, \"mean_week_duration\": 2.976}}, {\"73714\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-02-26 16:43:59.000000+00:00\", \"2021-02-21 04:36:55.000000+00:00\", \"2021-05-04 12:57:29.000000+00:00\", \"2019-07-19 03:37:48.000000+00:00\", \"2023-04-21 08:45:52.000000+00:00\"], \"session_ids\": [\"4aca28c6-5d9d-4105-b4dc-7a879fcc7774\", \"29c25a72-390a-49f4-a163-0f965113e74f\", \"fe0e7b18-1201-4577-9332-2d7d05ad347e\", \"537c2d4f-4500-4cbf-9a5a-4f7ed62fc7eb\", \"6c5c01bf-cc0c-4e4e-9eae-a4cda8530007\"], \"total_duration\": 849.0, \"total_sessions\": 5, \"mean_week_duration\": 4.332}}, {\"95901\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-04-19 18:05:27.000000+00:00\", \"2019-04-08 00:29:31.000000+00:00\", \"2021-10-14 02:52:32.000000+00:00\"], \"session_ids\": [\"36c4cd82-806b-463e-a8eb-219f8334e279\", \"07be37c6-c111-4029-b3a5-57a5b1a9c382\", \"4b32e2f1-1930-4352-9866-4b36c8b0822a\"], \"total_duration\": 912.0, \"total_sessions\": 3, \"mean_week_duration\": 4.322}}, {\"88865\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-02-24 08:08:51.000000+00:00\", \"2020-12-19 12:20:36.000000+00:00\", \"2022-09-18 07:44:36.000000+00:00\", \"2023-04-12 17:21:05.000000+00:00\"], \"session_ids\": [\"8a1491e3-ef1c-4676-9e3b-05455da26549\", \"8b9bec5e-ac10-458c-8743-58f5eea8bc51\", \"847e3491-2af7-4831-b224-421924db9af9\", \"dee8ed32-b570-4590-9c2a-65d4ab0a179d\"], \"total_duration\": 1273.0, \"total_sessions\": 4, \"mean_week_duration\": 10.521}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"14792\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2020-11-24 00:17:09.000000+00:00\", \"2019-08-08 20:03:02.000000+00:00\", \"2020-05-30 19:32:08.000000+00:00\"], \"session_ids\": [\"10ecf435-d70b-4979-8fe2-5ed1e3f65c89\", \"297b716e-91ce-4ffc-99f3-34a5e7fb9084\", \"2a7fe593-62b6-406e-b449-3e17715902ce\"], \"total_duration\": 27.0, \"total_sessions\": 3, \"mean_week_duration\": 0.397}}, {\"25609\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-12-21 11:39:29.000000+00:00\", \"2019-12-07 00:20:22.000000+00:00\"], \"session_ids\": [\"9a32d3b6-9ff4-4c60-9623-e2f59021f763\", \"4e5f252e-8ce1-4432-9b6e-640dd84b972d\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 32.5}}, {\"53269\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-02-19 01:52:33.000000+00:00\", \"2020-02-10 17:20:05.000000+00:00\", \"2019-02-24 16:22:09.000000+00:00\", \"2023-04-12 20:38:18.000000+00:00\", \"2021-09-03 18:46:21.000000+00:00\", \"2019-11-29 09:38:11.000000+00:00\", \"2021-03-12 11:56:29.000000+00:00\"], \"session_ids\": [\"14593789-22f7-4640-8a6b-b9b68ca76c77\", \"76c955cb-8cd3-4343-8266-8c14998b969c\", \"091f9b74-fd0d-4179-94c4-8d0ac79ec4f9\", \"e2c5d513-2036-4254-8bb2-48488721587a\", \"6d10b74f-3938-4b1f-a7be-271169dffcb2\", \"0b9e7ee5-6f4e-4e03-b2dc-c0631090c819\", \"da76d223-b405-468f-8edd-0591e80e1269\"], \"total_duration\": 126.0, \"total_sessions\": 7, \"mean_week_duration\": 0.583}}]\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[{\"14792\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2020-11-24 00:17:09.000000+00:00\", \"2019-08-08 20:03:02.000000+00:00\", \"2020-05-30 19:32:08.000000+00:00\"], \"session_ids\": [\"10ecf435-d70b-4979-8fe2-5ed1e3f65c89\", \"297b716e-91ce-4ffc-99f3-34a5e7fb9084\", \"2a7fe593-62b6-406e-b449-3e17715902ce\"], \"total_duration\": 27.0, \"total_sessions\": 3, \"mean_week_duration\": 0.397}}, {\"25609\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-12-21 11:39:29.000000+00:00\", \"2019-12-07 00:20:22.000000+00:00\"], \"session_ids\": [\"9a32d3b6-9ff4-4c60-9623-e2f59021f763\", \"4e5f252e-8ce1-4432-9b6e-640dd84b972d\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 32.5}}, {\"53269\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-02-19 01:52:33.000000+00:00\", \"2020-02-10 17:20:05.000000+00:00\", \"2019-02-24 16:22:09.000000+00:00\", \"2023-04-12 20:38:18.000000+00:00\", \"2021-09-03 18:46:21.000000+00:00\", \"2019-11-29 09:38:11.000000+00:00\", \"2021-03-12 11:56:29.000000+00:00\"], \"session_ids\": [\"14593789-22f7-4640-8a6b-b9b68ca76c77\", \"76c955cb-8cd3-4343-8266-8c14998b969c\", \"091f9b74-fd0d-4179-94c4-8d0ac79ec4f9\", \"e2c5d513-2036-4254-8bb2-48488721587a\", \"6d10b74f-3938-4b1f-a7be-271169dffcb2\", \"0b9e7ee5-6f4e-4e03-b2dc-c0631090c819\", \"da76d223-b405-468f-8edd-0591e80e1269\"], \"total_duration\": 126.0, \"total_sessions\": 7, \"mean_week_duration\": 0.583}}]\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 whose sessions total is greater than 4 inclusively + sort by duration summation of sessions per week ascendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"71654\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-06 16:27:11.000000+00:00\", \"2022-06-01 02:07:54.000000+00:00\", \"2023-02-04 19:36:27.000000+00:00\", \"2022-04-13 18:06:50.000000+00:00\", \"2019-06-04 11:05:22.000000+00:00\", \"2023-01-22 04:23:07.000000+00:00\", \"2020-07-12 09:20:16.000000+00:00\", \"2023-04-03 08:22:08.000000+00:00\", \"2020-04-19 07:03:17.000000+00:00\"], \"session_ids\": [\"f92a77c8-4759-43ca-93b9-882220830a5a\", \"f41cade6-621b-49cf-b046-39381b60cd1c\", \"3194b163-1507-4a8e-8870-ff0e7da5573f\", \"47d466e8-278c-40ee-8f6f-2d52d9b5e809\", \"f6c1c933-43be-462a-b33b-95cdaf271a81\", \"bfdcdf94-f820-4065-8bf5-170fa3f05543\", \"5798c985-fd1b-4693-804f-04a311a743bb\", \"23b77697-9f96-4538-82f2-af1ee9004a8c\", \"b387c468-c369-42f0-b7bb-9ec13e6a8f71\"], \"total_duration\": 7755.0, \"total_sessions\": 9, \"mean_week_duration\": 38.015}, \"78818\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-05-23 11:32:11.000000+00:00\", \"2019-01-28 14:20:42.000000+00:00\", \"2023-06-10 01:00:29.000000+00:00\", \"2020-10-06 14:41:09.000000+00:00\", \"2023-05-15 06:44:15.000000+00:00\"], \"session_ids\": [\"52e59997-70ca-434a-9777-9dce2332b035\", \"08a0ab77-a3ca-4cba-b1e2-db83b31dc723\", \"6fa31c6f-7190-484e-86bb-5eeb5010a648\", \"776977d5-0abe-40b1-98b5-3bed219e070e\", \"ed166505-4fb8-4896-b3d5-d9da45875f4d\"], \"total_duration\": 1154.0, \"total_sessions\": 5, \"mean_week_duration\": 5.061}, \"90936\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-10-23 21:30:27.000000+00:00\", \"2022-11-21 22:13:12.000000+00:00\", \"2023-05-15 07:04:16.000000+00:00\"], \"session_ids\": [\"0e1228e5-51b1-450a-9898-6ee1c3af5e46\", \"489f422e-d42f-4873-83ea-d7cfc1cba05c\", \"658448d9-c0d3-4799-99f7-fc1f3d1fba8a\"], \"total_duration\": 564.0, \"total_sessions\": 3, \"mean_week_duration\": 6.878}, \"62601\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-04-15 12:35:53.000000+00:00\", \"2023-04-18 10:19:01.000000+00:00\"], \"session_ids\": [\"95f6e390-5d60-442f-81e2-ddf51f217525\", \"ad4764f8-c8ee-4fdc-bbf5-b6574293ec52\"], \"total_duration\": 222.0, \"total_sessions\": 2, \"mean_week_duration\": 1.062}, \"71351\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-02-13 10:12:45.000000+00:00\", \"2021-09-13 21:49:10.000000+00:00\"], \"session_ids\": [\"0411f537-c767-4870-97a5-722f99e7a168\", \"aa7dfc78-9ad1-4fb9-a266-56ee6af2f022\"], \"total_duration\": 282.0, \"total_sessions\": 2, \"mean_week_duration\": 3.398}, \"22836\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-03-21 18:30:13.000000+00:00\", \"2019-09-05 10:25:30.000000+00:00\"], \"session_ids\": [\"535bb2b5-2112-4c25-92a5-2d98ff790c8e\", \"9e8a3ae6-a179-4599-8380-7558b991c4a4\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 1.448}, \"64144\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-06-13 08:15:47.000000+00:00\", \"2019-01-21 15:36:48.000000+00:00\"], \"session_ids\": [\"5ce21888-d11b-4363-8f8d-28aae053aabb\", \"661a9123-1e46-47a4-b3bb-d86ce1d862ef\"], \"total_duration\": 436.0, \"total_sessions\": 2, \"mean_week_duration\": 1.904}, \"25473\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-05-13 03:46:46.000000+00:00\", \"2022-02-17 21:15:46.000000+00:00\"], \"session_ids\": [\"5af0b352-72de-4c94-9d12-b94358d6443e\", \"d55f5986-1a55-4992-a480-28056c40d243\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.785}, \"97240\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-06-12 18:12:19.000000+00:00\", \"2019-05-30 23:33:35.000000+00:00\", \"2022-02-10 07:54:05.000000+00:00\", \"2021-09-19 04:10:10.000000+00:00\", \"2020-02-04 19:52:06.000000+00:00\"], \"session_ids\": [\"fe88e6c5-01ce-421e-a8cf-39730df1258a\", \"916c864c-475a-459a-8e05-101c93a519e0\", \"0981f131-0845-4c0f-a473-efa9a15a838f\", \"70a11390-693d-40e2-b815-8b728e57bedd\", \"710b244a-7128-4f76-8d4d-b8881f416088\"], \"total_duration\": 2779.0, \"total_sessions\": 5, \"mean_week_duration\": 17.478}, \"67637\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-08-30 14:24:52.000000+00:00\", \"2021-06-01 21:12:53.000000+00:00\", \"2023-01-22 22:05:37.000000+00:00\", \"2019-10-25 00:19:50.000000+00:00\"], \"session_ids\": [\"e7319927-ff0b-42c8-a35b-3362feb24b92\", \"b1db0607-e1e1-45e8-8337-b83d69276839\", \"218687d9-f10c-49dd-b16c-f034fb7a5b05\", \"0caa9b32-5fe0-4bd3-a2aa-4716fb126710\"], \"total_duration\": 909.0, \"total_sessions\": 4, \"mean_week_duration\": 5.347}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or greater than 4"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\"]]}, \"all_values\": {\"total_sessions\": [[4, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"71654\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-06 16:27:11.000000+00:00\", \"2022-06-01 02:07:54.000000+00:00\", \"2023-02-04 19:36:27.000000+00:00\", \"2022-04-13 18:06:50.000000+00:00\", \"2019-06-04 11:05:22.000000+00:00\", \"2023-01-22 04:23:07.000000+00:00\", \"2020-07-12 09:20:16.000000+00:00\", \"2023-04-03 08:22:08.000000+00:00\", \"2020-04-19 07:03:17.000000+00:00\"], \"session_ids\": [\"f92a77c8-4759-43ca-93b9-882220830a5a\", \"f41cade6-621b-49cf-b046-39381b60cd1c\", \"3194b163-1507-4a8e-8870-ff0e7da5573f\", \"47d466e8-278c-40ee-8f6f-2d52d9b5e809\", \"f6c1c933-43be-462a-b33b-95cdaf271a81\", \"bfdcdf94-f820-4065-8bf5-170fa3f05543\", \"5798c985-fd1b-4693-804f-04a311a743bb\", \"23b77697-9f96-4538-82f2-af1ee9004a8c\", \"b387c468-c369-42f0-b7bb-9ec13e6a8f71\"], \"total_duration\": 7755.0, \"total_sessions\": 9, \"mean_week_duration\": 38.015}, \"78818\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-05-23 11:32:11.000000+00:00\", \"2019-01-28 14:20:42.000000+00:00\", \"2023-06-10 01:00:29.000000+00:00\", \"2020-10-06 14:41:09.000000+00:00\", \"2023-05-15 06:44:15.000000+00:00\"], \"session_ids\": [\"52e59997-70ca-434a-9777-9dce2332b035\", \"08a0ab77-a3ca-4cba-b1e2-db83b31dc723\", \"6fa31c6f-7190-484e-86bb-5eeb5010a648\", \"776977d5-0abe-40b1-98b5-3bed219e070e\", \"ed166505-4fb8-4896-b3d5-d9da45875f4d\"], \"total_duration\": 1154.0, \"total_sessions\": 5, \"mean_week_duration\": 5.061}, \"97240\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-06-12 18:12:19.000000+00:00\", \"2019-05-30 23:33:35.000000+00:00\", \"2022-02-10 07:54:05.000000+00:00\", \"2021-09-19 04:10:10.000000+00:00\", \"2020-02-04 19:52:06.000000+00:00\"], \"session_ids\": [\"fe88e6c5-01ce-421e-a8cf-39730df1258a\", \"916c864c-475a-459a-8e05-101c93a519e0\", \"0981f131-0845-4c0f-a473-efa9a15a838f\", \"70a11390-693d-40e2-b815-8b728e57bedd\", \"710b244a-7128-4f76-8d4d-b8881f416088\"], \"total_duration\": 2779.0, \"total_sessions\": 5, \"mean_week_duration\": 17.478}, \"67637\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-08-30 14:24:52.000000+00:00\", \"2021-06-01 21:12:53.000000+00:00\", \"2023-01-22 22:05:37.000000+00:00\", \"2019-10-25 00:19:50.000000+00:00\"], \"session_ids\": [\"e7319927-ff0b-42c8-a35b-3362feb24b92\", \"b1db0607-e1e1-45e8-8337-b83d69276839\", \"218687d9-f10c-49dd-b16c-f034fb7a5b05\", \"0caa9b32-5fe0-4bd3-a2aa-4716fb126710\"], \"total_duration\": 909.0, \"total_sessions\": 4, \"mean_week_duration\": 5.347}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"78818\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-05-23 11:32:11.000000+00:00\", \"2019-01-28 14:20:42.000000+00:00\", \"2023-06-10 01:00:29.000000+00:00\", \"2020-10-06 14:41:09.000000+00:00\", \"2023-05-15 06:44:15.000000+00:00\"], \"session_ids\": [\"52e59997-70ca-434a-9777-9dce2332b035\", \"08a0ab77-a3ca-4cba-b1e2-db83b31dc723\", \"6fa31c6f-7190-484e-86bb-5eeb5010a648\", \"776977d5-0abe-40b1-98b5-3bed219e070e\", \"ed166505-4fb8-4896-b3d5-d9da45875f4d\"], \"total_duration\": 1154.0, \"total_sessions\": 5, \"mean_week_duration\": 5.061}}, {\"67637\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-08-30 14:24:52.000000+00:00\", \"2021-06-01 21:12:53.000000+00:00\", \"2023-01-22 22:05:37.000000+00:00\", \"2019-10-25 00:19:50.000000+00:00\"], \"session_ids\": [\"e7319927-ff0b-42c8-a35b-3362feb24b92\", \"b1db0607-e1e1-45e8-8337-b83d69276839\", \"218687d9-f10c-49dd-b16c-f034fb7a5b05\", \"0caa9b32-5fe0-4bd3-a2aa-4716fb126710\"], \"total_duration\": 909.0, \"total_sessions\": 4, \"mean_week_duration\": 5.347}}, {\"97240\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-06-12 18:12:19.000000+00:00\", \"2019-05-30 23:33:35.000000+00:00\", \"2022-02-10 07:54:05.000000+00:00\", \"2021-09-19 04:10:10.000000+00:00\", \"2020-02-04 19:52:06.000000+00:00\"], \"session_ids\": [\"fe88e6c5-01ce-421e-a8cf-39730df1258a\", \"916c864c-475a-459a-8e05-101c93a519e0\", \"0981f131-0845-4c0f-a473-efa9a15a838f\", \"70a11390-693d-40e2-b815-8b728e57bedd\", \"710b244a-7128-4f76-8d4d-b8881f416088\"], \"total_duration\": 2779.0, \"total_sessions\": 5, \"mean_week_duration\": 17.478}}, {\"71654\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-06 16:27:11.000000+00:00\", \"2022-06-01 02:07:54.000000+00:00\", \"2023-02-04 19:36:27.000000+00:00\", \"2022-04-13 18:06:50.000000+00:00\", \"2019-06-04 11:05:22.000000+00:00\", \"2023-01-22 04:23:07.000000+00:00\", \"2020-07-12 09:20:16.000000+00:00\", \"2023-04-03 08:22:08.000000+00:00\", \"2020-04-19 07:03:17.000000+00:00\"], \"session_ids\": [\"f92a77c8-4759-43ca-93b9-882220830a5a\", \"f41cade6-621b-49cf-b046-39381b60cd1c\", \"3194b163-1507-4a8e-8870-ff0e7da5573f\", \"47d466e8-278c-40ee-8f6f-2d52d9b5e809\", \"f6c1c933-43be-462a-b33b-95cdaf271a81\", \"bfdcdf94-f820-4065-8bf5-170fa3f05543\", \"5798c985-fd1b-4693-804f-04a311a743bb\", \"23b77697-9f96-4538-82f2-af1ee9004a8c\", \"b387c468-c369-42f0-b7bb-9ec13e6a8f71\"], \"total_duration\": 7755.0, \"total_sessions\": 9, \"mean_week_duration\": 38.015}}]\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[{\"78818\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-05-23 11:32:11.000000+00:00\", \"2019-01-28 14:20:42.000000+00:00\", \"2023-06-10 01:00:29.000000+00:00\", \"2020-10-06 14:41:09.000000+00:00\", \"2023-05-15 06:44:15.000000+00:00\"], \"session_ids\": [\"52e59997-70ca-434a-9777-9dce2332b035\", \"08a0ab77-a3ca-4cba-b1e2-db83b31dc723\", \"6fa31c6f-7190-484e-86bb-5eeb5010a648\", \"776977d5-0abe-40b1-98b5-3bed219e070e\", \"ed166505-4fb8-4896-b3d5-d9da45875f4d\"], \"total_duration\": 1154.0, \"total_sessions\": 5, \"mean_week_duration\": 5.061}}]\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[{\"78818\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-05-23 11:32:11.000000+00:00\", \"2019-01-28 14:20:42.000000+00:00\", \"2023-06-10 01:00:29.000000+00:00\", \"2020-10-06 14:41:09.000000+00:00\", \"2023-05-15 06:44:15.000000+00:00\"], \"session_ids\": [\"52e59997-70ca-434a-9777-9dce2332b035\", \"08a0ab77-a3ca-4cba-b1e2-db83b31dc723\", \"6fa31c6f-7190-484e-86bb-5eeb5010a648\", \"776977d5-0abe-40b1-98b5-3bed219e070e\", \"ed166505-4fb8-4896-b3d5-d9da45875f4d\"], \"total_duration\": 1154.0, \"total_sessions\": 5, \"mean_week_duration\": 5.061}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I need to get information about 7 users whose total duration amount exceeds 3533 while staying below 98, exclusively 98 and sort by site usage time per week decliningly."
}
] |
[
{
"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{\"69707\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-02-06 02:47:00.000000+00:00\", \"2019-08-25 19:44:15.000000+00:00\", \"2023-04-07 16:36:55.000000+00:00\", \"2019-09-19 10:38:13.000000+00:00\"], \"session_ids\": [\"356aceac-18ba-4952-a892-be1ec953e6d6\", \"e39ecc5c-2e59-4ff2-84d3-c3c9786a4f1f\", \"522d5080-d3c6-4174-a0d6-c5ec44a7966e\", \"8626202a-71eb-4c7f-be4b-a852cff0d7ae\"], \"total_duration\": 47.0, \"total_sessions\": 4, \"mean_week_duration\": 0.249}, \"40977\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-05 22:17:52.000000+00:00\", \"2020-06-09 19:57:10.000000+00:00\", \"2021-09-22 00:47:54.000000+00:00\"], \"session_ids\": [\"32d937df-5746-40a3-a7a1-0614676739b5\", \"66869b33-5e38-4c4b-a6e9-f86eb3edccbb\", \"68a666d5-87b1-447a-ab80-0fdf741fc2f9\"], \"total_duration\": 27.0, \"total_sessions\": 3, \"mean_week_duration\": 0.375}, \"40894\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-11-23 12:43:21.000000+00:00\", \"2021-03-30 10:29:37.000000+00:00\"], \"session_ids\": [\"81c75595-5687-4049-ba2a-7683ed20997b\", \"6229a056-4321-407d-a6e3-a3ebcfb3692f\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.494}, \"75447\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-04-07 06:28:09.000000+00:00\", \"2019-06-30 17:57:01.000000+00:00\"], \"session_ids\": [\"465ad03b-5ea1-4b32-ad25-95500a015703\", \"e894e8b4-ce2c-4940-b21f-6799cc18b1ca\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 3.086}, \"46571\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-09-25 22:13:38.000000+00:00\", \"2023-02-24 22:03:12.000000+00:00\", \"2023-01-13 11:51:03.000000+00:00\", \"2021-04-27 02:41:18.000000+00:00\"], \"session_ids\": [\"0b75aab8-9928-4233-be30-53a8d406ba67\", \"b16e36bb-15eb-44b8-9038-c21b5f7ab0d4\", \"2f165d33-da5d-4de9-9b62-c9aaf6e98af9\", \"a2e16dbb-5154-4abc-ae1e-41005409355f\"], \"total_duration\": 1793.0, \"total_sessions\": 4, \"mean_week_duration\": 10.017}, \"23595\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-02-21 12:31:56.000000+00:00\", \"2020-02-13 16:14:45.000000+00:00\"], \"session_ids\": [\"79fa6a8e-54d3-4aef-ac73-00cbedbf1db1\", \"d712bf7d-1c10-4a54-b3ec-93b89d7be5da\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.802}, \"26099\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-09 20:16:14.000000+00:00\", \"2022-11-28 04:53:52.000000+00:00\"], \"session_ids\": [\"f2a8e450-88b7-4c3f-88e2-33ae7448f01c\", \"d793e11d-7c8d-4975-9dd2-03924d717991\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 12.667}, \"10108\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-10-30 15:34:56.000000+00:00\", \"2021-02-07 10:52:10.000000+00:00\"], \"session_ids\": [\"f1dc10e1-3f85-4204-826b-94616e554cd1\", \"ca2b0b9c-ff7a-4c15-a36c-c9620259a873\"], \"total_duration\": 405.0, \"total_sessions\": 2, \"mean_week_duration\": 10.658}, \"19142\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-11-15 15:47:45.000000+00:00\", \"2021-04-28 11:07:05.000000+00:00\"], \"session_ids\": [\"6a48b6a0-2084-4fdd-bbba-34f8856dfa5b\", \"51df0c0e-bfee-4a84-bed6-d0a0c75316f2\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.543}, \"53370\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-08-24 20:16:03.000000+00:00\", \"2022-11-20 23:34:45.000000+00:00\"], \"session_ids\": [\"9cfa5bec-0868-447c-b65d-15b051f3f221\", \"4c26f9d8-ef42-4444-b665-a3c4f8348822\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 0.932}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are less than 98 and are equal or greater than 3533"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_duration\": [[98, 3533]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"69707\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-02-06 02:47:00.000000+00:00\", \"2019-08-25 19:44:15.000000+00:00\", \"2023-04-07 16:36:55.000000+00:00\", \"2019-09-19 10:38:13.000000+00:00\"], \"session_ids\": [\"356aceac-18ba-4952-a892-be1ec953e6d6\", \"e39ecc5c-2e59-4ff2-84d3-c3c9786a4f1f\", \"522d5080-d3c6-4174-a0d6-c5ec44a7966e\", \"8626202a-71eb-4c7f-be4b-a852cff0d7ae\"], \"total_duration\": 47.0, \"total_sessions\": 4, \"mean_week_duration\": 0.249}, \"40977\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-05 22:17:52.000000+00:00\", \"2020-06-09 19:57:10.000000+00:00\", \"2021-09-22 00:47:54.000000+00:00\"], \"session_ids\": [\"32d937df-5746-40a3-a7a1-0614676739b5\", \"66869b33-5e38-4c4b-a6e9-f86eb3edccbb\", \"68a666d5-87b1-447a-ab80-0fdf741fc2f9\"], \"total_duration\": 27.0, \"total_sessions\": 3, \"mean_week_duration\": 0.375}, \"40894\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-11-23 12:43:21.000000+00:00\", \"2021-03-30 10:29:37.000000+00:00\"], \"session_ids\": [\"81c75595-5687-4049-ba2a-7683ed20997b\", \"6229a056-4321-407d-a6e3-a3ebcfb3692f\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.494}, \"23595\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-02-21 12:31:56.000000+00:00\", \"2020-02-13 16:14:45.000000+00:00\"], \"session_ids\": [\"79fa6a8e-54d3-4aef-ac73-00cbedbf1db1\", \"d712bf7d-1c10-4a54-b3ec-93b89d7be5da\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.802}, \"26099\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-09 20:16:14.000000+00:00\", \"2022-11-28 04:53:52.000000+00:00\"], \"session_ids\": [\"f2a8e450-88b7-4c3f-88e2-33ae7448f01c\", \"d793e11d-7c8d-4975-9dd2-03924d717991\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 12.667}, \"19142\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-11-15 15:47:45.000000+00:00\", \"2021-04-28 11:07:05.000000+00:00\"], \"session_ids\": [\"6a48b6a0-2084-4fdd-bbba-34f8856dfa5b\", \"51df0c0e-bfee-4a84-bed6-d0a0c75316f2\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.543}}\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[{\"26099\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-09 20:16:14.000000+00:00\", \"2022-11-28 04:53:52.000000+00:00\"], \"session_ids\": [\"f2a8e450-88b7-4c3f-88e2-33ae7448f01c\", \"d793e11d-7c8d-4975-9dd2-03924d717991\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 12.667}}, {\"23595\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-02-21 12:31:56.000000+00:00\", \"2020-02-13 16:14:45.000000+00:00\"], \"session_ids\": [\"79fa6a8e-54d3-4aef-ac73-00cbedbf1db1\", \"d712bf7d-1c10-4a54-b3ec-93b89d7be5da\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.802}}, {\"19142\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-11-15 15:47:45.000000+00:00\", \"2021-04-28 11:07:05.000000+00:00\"], \"session_ids\": [\"6a48b6a0-2084-4fdd-bbba-34f8856dfa5b\", \"51df0c0e-bfee-4a84-bed6-d0a0c75316f2\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.543}}, {\"40894\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-11-23 12:43:21.000000+00:00\", \"2021-03-30 10:29:37.000000+00:00\"], \"session_ids\": [\"81c75595-5687-4049-ba2a-7683ed20997b\", \"6229a056-4321-407d-a6e3-a3ebcfb3692f\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.494}}, {\"40977\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-05 22:17:52.000000+00:00\", \"2020-06-09 19:57:10.000000+00:00\", \"2021-09-22 00:47:54.000000+00:00\"], \"session_ids\": [\"32d937df-5746-40a3-a7a1-0614676739b5\", \"66869b33-5e38-4c4b-a6e9-f86eb3edccbb\", \"68a666d5-87b1-447a-ab80-0fdf741fc2f9\"], \"total_duration\": 27.0, \"total_sessions\": 3, \"mean_week_duration\": 0.375}}, {\"69707\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-02-06 02:47:00.000000+00:00\", \"2019-08-25 19:44:15.000000+00:00\", \"2023-04-07 16:36:55.000000+00:00\", \"2019-09-19 10:38:13.000000+00:00\"], \"session_ids\": [\"356aceac-18ba-4952-a892-be1ec953e6d6\", \"e39ecc5c-2e59-4ff2-84d3-c3c9786a4f1f\", \"522d5080-d3c6-4174-a0d6-c5ec44a7966e\", \"8626202a-71eb-4c7f-be4b-a852cff0d7ae\"], \"total_duration\": 47.0, \"total_sessions\": 4, \"mean_week_duration\": 0.249}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 7 entries, discarding 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[{\"26099\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-09 20:16:14.000000+00:00\", \"2022-11-28 04:53:52.000000+00:00\"], \"session_ids\": [\"f2a8e450-88b7-4c3f-88e2-33ae7448f01c\", \"d793e11d-7c8d-4975-9dd2-03924d717991\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 12.667}}, {\"23595\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-02-21 12:31:56.000000+00:00\", \"2020-02-13 16:14:45.000000+00:00\"], \"session_ids\": [\"79fa6a8e-54d3-4aef-ac73-00cbedbf1db1\", \"d712bf7d-1c10-4a54-b3ec-93b89d7be5da\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.802}}, {\"19142\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-11-15 15:47:45.000000+00:00\", \"2021-04-28 11:07:05.000000+00:00\"], \"session_ids\": [\"6a48b6a0-2084-4fdd-bbba-34f8856dfa5b\", \"51df0c0e-bfee-4a84-bed6-d0a0c75316f2\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.543}}, {\"40894\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-11-23 12:43:21.000000+00:00\", \"2021-03-30 10:29:37.000000+00:00\"], \"session_ids\": [\"81c75595-5687-4049-ba2a-7683ed20997b\", \"6229a056-4321-407d-a6e3-a3ebcfb3692f\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.494}}, {\"40977\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-05 22:17:52.000000+00:00\", \"2020-06-09 19:57:10.000000+00:00\", \"2021-09-22 00:47:54.000000+00:00\"], \"session_ids\": [\"32d937df-5746-40a3-a7a1-0614676739b5\", \"66869b33-5e38-4c4b-a6e9-f86eb3edccbb\", \"68a666d5-87b1-447a-ab80-0fdf741fc2f9\"], \"total_duration\": 27.0, \"total_sessions\": 3, \"mean_week_duration\": 0.375}}, {\"69707\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-02-06 02:47:00.000000+00:00\", \"2019-08-25 19:44:15.000000+00:00\", \"2023-04-07 16:36:55.000000+00:00\", \"2019-09-19 10:38:13.000000+00:00\"], \"session_ids\": [\"356aceac-18ba-4952-a892-be1ec953e6d6\", \"e39ecc5c-2e59-4ff2-84d3-c3c9786a4f1f\", \"522d5080-d3c6-4174-a0d6-c5ec44a7966e\", \"8626202a-71eb-4c7f-be4b-a852cff0d7ae\"], \"total_duration\": 47.0, \"total_sessions\": 4, \"mean_week_duration\": 0.249}}]\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[{\"26099\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-09 20:16:14.000000+00:00\", \"2022-11-28 04:53:52.000000+00:00\"], \"session_ids\": [\"f2a8e450-88b7-4c3f-88e2-33ae7448f01c\", \"d793e11d-7c8d-4975-9dd2-03924d717991\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 12.667}}, {\"23595\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-02-21 12:31:56.000000+00:00\", \"2020-02-13 16:14:45.000000+00:00\"], \"session_ids\": [\"79fa6a8e-54d3-4aef-ac73-00cbedbf1db1\", \"d712bf7d-1c10-4a54-b3ec-93b89d7be5da\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.802}}, {\"19142\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-11-15 15:47:45.000000+00:00\", \"2021-04-28 11:07:05.000000+00:00\"], \"session_ids\": [\"6a48b6a0-2084-4fdd-bbba-34f8856dfa5b\", \"51df0c0e-bfee-4a84-bed6-d0a0c75316f2\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.543}}, {\"40894\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-11-23 12:43:21.000000+00:00\", \"2021-03-30 10:29:37.000000+00:00\"], \"session_ids\": [\"81c75595-5687-4049-ba2a-7683ed20997b\", \"6229a056-4321-407d-a6e3-a3ebcfb3692f\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.494}}, {\"40977\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-05 22:17:52.000000+00:00\", \"2020-06-09 19:57:10.000000+00:00\", \"2021-09-22 00:47:54.000000+00:00\"], \"session_ids\": [\"32d937df-5746-40a3-a7a1-0614676739b5\", \"66869b33-5e38-4c4b-a6e9-f86eb3edccbb\", \"68a666d5-87b1-447a-ab80-0fdf741fc2f9\"], \"total_duration\": 27.0, \"total_sessions\": 3, \"mean_week_duration\": 0.375}}, {\"69707\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-02-06 02:47:00.000000+00:00\", \"2019-08-25 19:44:15.000000+00:00\", \"2023-04-07 16:36:55.000000+00:00\", \"2019-09-19 10:38:13.000000+00:00\"], \"session_ids\": [\"356aceac-18ba-4952-a892-be1ec953e6d6\", \"e39ecc5c-2e59-4ff2-84d3-c3c9786a4f1f\", \"522d5080-d3c6-4174-a0d6-c5ec44a7966e\", \"8626202a-71eb-4c7f-be4b-a852cff0d7ae\"], \"total_duration\": 47.0, \"total_sessions\": 4, \"mean_week_duration\": 0.249}}]\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 users pieces of information whose median of duration of sessions per week bigger than 29 and smaller than 11 additionaly perform sorting by name of the city from the smallest to the largest , display me only 4 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"56922\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-18 11:06:05.000000+00:00\", \"2022-08-14 19:47:29.000000+00:00\", \"2022-04-30 21:10:50.000000+00:00\", \"2019-09-27 10:15:01.000000+00:00\", \"2021-09-03 06:33:07.000000+00:00\", \"2022-08-20 21:59:29.000000+00:00\"], \"session_ids\": [\"ddf65abf-f240-43ae-af22-af12e0857f81\", \"4244ced3-d632-4bbe-aa61-7f28ae030321\", \"3d07af67-6f55-4bc5-b03b-5b661360a6e3\", \"e430303c-4bda-4843-9dac-f6069286ce72\", \"2639c549-7118-4001-b441-106c8b001f7d\", \"2d8364c4-a5a1-4caa-a5b7-bddfbd19122a\"], \"total_duration\": 2066.0, \"total_sessions\": 6, \"mean_week_duration\": 12.753}, \"23523\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-06-16 02:14:25.000000+00:00\", \"2022-01-16 14:27:02.000000+00:00\", \"2020-02-28 08:09:04.000000+00:00\"], \"session_ids\": [\"f8b9dcee-a8a7-48df-8648-0fd7eb4295a3\", \"a8ba401c-d8e6-4575-96c6-def2dbfc9d26\", \"cc272f23-64fd-4af4-a069-e10267634358\"], \"total_duration\": 149.0, \"total_sessions\": 3, \"mean_week_duration\": 1.505}, \"65174\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-01-07 05:10:53.000000+00:00\", \"2021-02-03 12:45:37.000000+00:00\", \"2019-04-28 15:32:37.000000+00:00\", \"2020-12-10 05:30:56.000000+00:00\"], \"session_ids\": [\"360cc2e6-c7b9-4e37-8124-d2bbb7121c64\", \"9185406a-81d3-4d4a-a572-90cce608195c\", \"8cc121fa-a9d4-4f34-bbd6-1caead4a5643\", \"a5625fe6-116f-4a31-bb8f-e49d6a1f536f\"], \"total_duration\": 2078.0, \"total_sessions\": 4, \"mean_week_duration\": 22.344}, \"80062\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-05-28 00:29:02.000000+00:00\", \"2020-03-28 11:53:12.000000+00:00\"], \"session_ids\": [\"6fd77740-706b-4b49-8cab-062e4a764f4f\", \"e8495b7c-bb4c-4f1f-8c26-239c1d87f1ae\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 0.406}, \"44806\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-04-11 09:50:54.000000+00:00\", \"2020-05-03 08:22:33.000000+00:00\"], \"session_ids\": [\"404151df-f88f-4c21-b9db-d2bf0a1199e3\", \"9a9eab94-dad2-40c0-9258-62c92e199179\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 1.224}, \"14224\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-10-08 22:32:22.000000+00:00\", \"2021-04-17 12:46:42.000000+00:00\"], \"session_ids\": [\"2428e5a8-ffb4-4e95-af19-f16fe231008a\", \"ed662fc8-2c08-414f-a29f-e849cb2f57a9\"], \"total_duration\": 414.0, \"total_sessions\": 2, \"mean_week_duration\": 16.56}, \"70835\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-03-19 14:16:24.000000+00:00\", \"2023-02-13 11:25:28.000000+00:00\", \"2022-11-21 16:16:03.000000+00:00\", \"2022-07-29 21:18:01.000000+00:00\", \"2020-04-10 08:40:14.000000+00:00\", \"2021-12-16 00:00:06.000000+00:00\", \"2021-01-02 10:15:30.000000+00:00\"], \"session_ids\": [\"3b141ef9-1a68-4300-8c4b-00e17915b060\", \"91a06511-a3c7-41c6-bc3e-86947ee936f0\", \"3c45617c-5d8d-443a-9ec8-8f41807a9614\", \"a56c3f9c-374b-4ed2-b754-63a5a1302412\", \"957ac808-d234-49c7-9bb7-2663d71e694d\", \"d9606eb8-c7b1-485e-9f8d-b787458eec48\", \"fc9dd601-465b-4b9c-95bc-c2ed2221cc29\"], \"total_duration\": 657.0, \"total_sessions\": 7, \"mean_week_duration\": 4.409}, \"74581\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-12-26 02:07:33.000000+00:00\", \"2019-02-14 23:01:09.000000+00:00\"], \"session_ids\": [\"6aa4d580-d441-4568-8c3d-c73edc2d7ef8\", \"e2557db7-b33d-4166-84b6-7547da9b639c\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 0.391}, \"23520\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-01-27 09:38:32.000000+00:00\", \"2019-02-07 22:41:21.000000+00:00\"], \"session_ids\": [\"8efbce5f-a256-4b0e-b9af-ac7de697b63c\", \"9577ee3f-a01d-4114-8e71-014bb1909a54\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.725}, \"39014\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2022-06-02 15:25:27.000000+00:00\", \"2023-04-20 13:32:10.000000+00:00\", \"2020-03-03 05:46:32.000000+00:00\"], \"session_ids\": [\"21fd1304-80e1-49ee-b3f8-a21c417ce367\", \"77153153-7c49-4ae1-9674-ff6d929f0e97\", \"d1ce56dc-7b00-4139-a01e-dec074441b84\"], \"total_duration\": 173.0, \"total_sessions\": 3, \"mean_week_duration\": 1.055}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or less than 11 and are equal or greater than 29"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[11, 29]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"23523\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-06-16 02:14:25.000000+00:00\", \"2022-01-16 14:27:02.000000+00:00\", \"2020-02-28 08:09:04.000000+00:00\"], \"session_ids\": [\"f8b9dcee-a8a7-48df-8648-0fd7eb4295a3\", \"a8ba401c-d8e6-4575-96c6-def2dbfc9d26\", \"cc272f23-64fd-4af4-a069-e10267634358\"], \"total_duration\": 149.0, \"total_sessions\": 3, \"mean_week_duration\": 1.505}, \"80062\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-05-28 00:29:02.000000+00:00\", \"2020-03-28 11:53:12.000000+00:00\"], \"session_ids\": [\"6fd77740-706b-4b49-8cab-062e4a764f4f\", \"e8495b7c-bb4c-4f1f-8c26-239c1d87f1ae\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 0.406}, \"44806\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-04-11 09:50:54.000000+00:00\", \"2020-05-03 08:22:33.000000+00:00\"], \"session_ids\": [\"404151df-f88f-4c21-b9db-d2bf0a1199e3\", \"9a9eab94-dad2-40c0-9258-62c92e199179\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 1.224}, \"70835\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-03-19 14:16:24.000000+00:00\", \"2023-02-13 11:25:28.000000+00:00\", \"2022-11-21 16:16:03.000000+00:00\", \"2022-07-29 21:18:01.000000+00:00\", \"2020-04-10 08:40:14.000000+00:00\", \"2021-12-16 00:00:06.000000+00:00\", \"2021-01-02 10:15:30.000000+00:00\"], \"session_ids\": [\"3b141ef9-1a68-4300-8c4b-00e17915b060\", \"91a06511-a3c7-41c6-bc3e-86947ee936f0\", \"3c45617c-5d8d-443a-9ec8-8f41807a9614\", \"a56c3f9c-374b-4ed2-b754-63a5a1302412\", \"957ac808-d234-49c7-9bb7-2663d71e694d\", \"d9606eb8-c7b1-485e-9f8d-b787458eec48\", \"fc9dd601-465b-4b9c-95bc-c2ed2221cc29\"], \"total_duration\": 657.0, \"total_sessions\": 7, \"mean_week_duration\": 4.409}, \"74581\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-12-26 02:07:33.000000+00:00\", \"2019-02-14 23:01:09.000000+00:00\"], \"session_ids\": [\"6aa4d580-d441-4568-8c3d-c73edc2d7ef8\", \"e2557db7-b33d-4166-84b6-7547da9b639c\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 0.391}, \"23520\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-01-27 09:38:32.000000+00:00\", \"2019-02-07 22:41:21.000000+00:00\"], \"session_ids\": [\"8efbce5f-a256-4b0e-b9af-ac7de697b63c\", \"9577ee3f-a01d-4114-8e71-014bb1909a54\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.725}, \"39014\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2022-06-02 15:25:27.000000+00:00\", \"2023-04-20 13:32:10.000000+00:00\", \"2020-03-03 05:46:32.000000+00:00\"], \"session_ids\": [\"21fd1304-80e1-49ee-b3f8-a21c417ce367\", \"77153153-7c49-4ae1-9674-ff6d929f0e97\", \"d1ce56dc-7b00-4139-a01e-dec074441b84\"], \"total_duration\": 173.0, \"total_sessions\": 3, \"mean_week_duration\": 1.055}}\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[{\"23520\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-01-27 09:38:32.000000+00:00\", \"2019-02-07 22:41:21.000000+00:00\"], \"session_ids\": [\"8efbce5f-a256-4b0e-b9af-ac7de697b63c\", \"9577ee3f-a01d-4114-8e71-014bb1909a54\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.725}}, {\"74581\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-12-26 02:07:33.000000+00:00\", \"2019-02-14 23:01:09.000000+00:00\"], \"session_ids\": [\"6aa4d580-d441-4568-8c3d-c73edc2d7ef8\", \"e2557db7-b33d-4166-84b6-7547da9b639c\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 0.391}}, {\"80062\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-05-28 00:29:02.000000+00:00\", \"2020-03-28 11:53:12.000000+00:00\"], \"session_ids\": [\"6fd77740-706b-4b49-8cab-062e4a764f4f\", \"e8495b7c-bb4c-4f1f-8c26-239c1d87f1ae\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 0.406}}, {\"23523\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-06-16 02:14:25.000000+00:00\", \"2022-01-16 14:27:02.000000+00:00\", \"2020-02-28 08:09:04.000000+00:00\"], \"session_ids\": [\"f8b9dcee-a8a7-48df-8648-0fd7eb4295a3\", \"a8ba401c-d8e6-4575-96c6-def2dbfc9d26\", \"cc272f23-64fd-4af4-a069-e10267634358\"], \"total_duration\": 149.0, \"total_sessions\": 3, \"mean_week_duration\": 1.505}}, {\"44806\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-04-11 09:50:54.000000+00:00\", \"2020-05-03 08:22:33.000000+00:00\"], \"session_ids\": [\"404151df-f88f-4c21-b9db-d2bf0a1199e3\", \"9a9eab94-dad2-40c0-9258-62c92e199179\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 1.224}}, {\"39014\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2022-06-02 15:25:27.000000+00:00\", \"2023-04-20 13:32:10.000000+00:00\", \"2020-03-03 05:46:32.000000+00:00\"], \"session_ids\": [\"21fd1304-80e1-49ee-b3f8-a21c417ce367\", \"77153153-7c49-4ae1-9674-ff6d929f0e97\", \"d1ce56dc-7b00-4139-a01e-dec074441b84\"], \"total_duration\": 173.0, \"total_sessions\": 3, \"mean_week_duration\": 1.055}}, {\"70835\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-03-19 14:16:24.000000+00:00\", \"2023-02-13 11:25:28.000000+00:00\", \"2022-11-21 16:16:03.000000+00:00\", \"2022-07-29 21:18:01.000000+00:00\", \"2020-04-10 08:40:14.000000+00:00\", \"2021-12-16 00:00:06.000000+00:00\", \"2021-01-02 10:15:30.000000+00:00\"], \"session_ids\": [\"3b141ef9-1a68-4300-8c4b-00e17915b060\", \"91a06511-a3c7-41c6-bc3e-86947ee936f0\", \"3c45617c-5d8d-443a-9ec8-8f41807a9614\", \"a56c3f9c-374b-4ed2-b754-63a5a1302412\", \"957ac808-d234-49c7-9bb7-2663d71e694d\", \"d9606eb8-c7b1-485e-9f8d-b787458eec48\", \"fc9dd601-465b-4b9c-95bc-c2ed2221cc29\"], \"total_duration\": 657.0, \"total_sessions\": 7, \"mean_week_duration\": 4.409}}]\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[{\"23520\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-01-27 09:38:32.000000+00:00\", \"2019-02-07 22:41:21.000000+00:00\"], \"session_ids\": [\"8efbce5f-a256-4b0e-b9af-ac7de697b63c\", \"9577ee3f-a01d-4114-8e71-014bb1909a54\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.725}}, {\"74581\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-12-26 02:07:33.000000+00:00\", \"2019-02-14 23:01:09.000000+00:00\"], \"session_ids\": [\"6aa4d580-d441-4568-8c3d-c73edc2d7ef8\", \"e2557db7-b33d-4166-84b6-7547da9b639c\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 0.391}}, {\"80062\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-05-28 00:29:02.000000+00:00\", \"2020-03-28 11:53:12.000000+00:00\"], \"session_ids\": [\"6fd77740-706b-4b49-8cab-062e4a764f4f\", \"e8495b7c-bb4c-4f1f-8c26-239c1d87f1ae\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 0.406}}, {\"23523\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-06-16 02:14:25.000000+00:00\", \"2022-01-16 14:27:02.000000+00:00\", \"2020-02-28 08:09:04.000000+00:00\"], \"session_ids\": [\"f8b9dcee-a8a7-48df-8648-0fd7eb4295a3\", \"a8ba401c-d8e6-4575-96c6-def2dbfc9d26\", \"cc272f23-64fd-4af4-a069-e10267634358\"], \"total_duration\": 149.0, \"total_sessions\": 3, \"mean_week_duration\": 1.505}}]\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[{\"23520\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-01-27 09:38:32.000000+00:00\", \"2019-02-07 22:41:21.000000+00:00\"], \"session_ids\": [\"8efbce5f-a256-4b0e-b9af-ac7de697b63c\", \"9577ee3f-a01d-4114-8e71-014bb1909a54\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.725}}, {\"74581\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-12-26 02:07:33.000000+00:00\", \"2019-02-14 23:01:09.000000+00:00\"], \"session_ids\": [\"6aa4d580-d441-4568-8c3d-c73edc2d7ef8\", \"e2557db7-b33d-4166-84b6-7547da9b639c\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 0.391}}, {\"80062\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-05-28 00:29:02.000000+00:00\", \"2020-03-28 11:53:12.000000+00:00\"], \"session_ids\": [\"6fd77740-706b-4b49-8cab-062e4a764f4f\", \"e8495b7c-bb4c-4f1f-8c26-239c1d87f1ae\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 0.406}}, {\"23523\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-06-16 02:14:25.000000+00:00\", \"2022-01-16 14:27:02.000000+00:00\", \"2020-02-28 08:09:04.000000+00:00\"], \"session_ids\": [\"f8b9dcee-a8a7-48df-8648-0fd7eb4295a3\", \"a8ba401c-d8e6-4575-96c6-def2dbfc9d26\", \"cc272f23-64fd-4af4-a069-e10267634358\"], \"total_duration\": 149.0, \"total_sessions\": 3, \"mean_week_duration\": 1.505}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide insights into 2 users with a duration of sessions per week that is above 46 and below 19, exclusively 19 , and sort by duration of sessions per week in descending order in addition keep only 3 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{\"21105\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-05-20 06:10:15.000000+00:00\", \"2019-08-14 06:13:11.000000+00:00\"], \"session_ids\": [\"646fcedb-cc1a-42c7-ad28-5f4578fdc8b0\", \"a1b7ad66-1ae4-40cb-952e-25d162fd09e2\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 3.308}, \"88018\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-04-05 08:35:59.000000+00:00\", \"2019-03-19 10:47:35.000000+00:00\"], \"session_ids\": [\"dc05390d-66d9-446b-9cf2-77026c6f0231\", \"b53433e3-b959-4b0e-acf2-7d40cdb7c421\"], \"total_duration\": 382.0, \"total_sessions\": 2, \"mean_week_duration\": 2.403}, \"28324\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-09-19 00:35:22.000000+00:00\", \"2020-06-21 21:30:42.000000+00:00\", \"2019-09-17 14:11:49.000000+00:00\"], \"session_ids\": [\"360143f5-6865-4674-9acb-5f17f74bf0d2\", \"68f7a1c4-011e-4d30-8717-eb64436ffc5c\", \"a3068966-851b-44e3-a55b-120ad5f1b622\"], \"total_duration\": 896.0, \"total_sessions\": 3, \"mean_week_duration\": 5.707}, \"32037\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-23 06:21:04.000000+00:00\", \"2020-03-20 08:57:26.000000+00:00\"], \"session_ids\": [\"3b5972cb-b4ad-409c-b5c0-dcf23cf0ecdb\", \"58e9d533-b08e-4f49-ae28-4b761f07c558\"], \"total_duration\": 116.0, \"total_sessions\": 2, \"mean_week_duration\": 12.889}, \"66156\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-08-03 14:22:42.000000+00:00\", \"2020-07-25 12:04:49.000000+00:00\", \"2023-03-01 23:50:04.000000+00:00\"], \"session_ids\": [\"6be9b81a-68c7-489d-8a75-0f8a94301c31\", \"9c45660d-2954-4b8d-bf77-b09be96b01f3\", \"18f1ed02-48a7-4081-a3fa-f86850c1acf9\"], \"total_duration\": 101.0, \"total_sessions\": 3, \"mean_week_duration\": 0.743}, \"67637\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-08-03 11:56:47.000000+00:00\", \"2022-11-23 13:18:36.000000+00:00\", \"2020-08-10 16:17:51.000000+00:00\"], \"session_ids\": [\"a85f03c7-229a-4213-95d5-e35829eb08d6\", \"b2b0415e-d0fa-42ed-a8aa-b7320793c29d\", \"44cd4480-ace7-4ef2-8c42-ce47689155e3\"], \"total_duration\": 885.0, \"total_sessions\": 3, \"mean_week_duration\": 7.314}, \"11931\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-03-12 05:42:03.000000+00:00\", \"2021-01-03 04:13:09.000000+00:00\", \"2021-07-01 09:47:02.000000+00:00\"], \"session_ids\": [\"8e72801a-48eb-46fa-bac9-06ba8ef7f0bb\", \"99bc1d72-0937-41c4-b7e1-c68ee8da0b86\", \"0e22b188-ff01-492a-a8b7-a9e342078556\"], \"total_duration\": 823.0, \"total_sessions\": 3, \"mean_week_duration\": 12.103}, \"4787\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-06-05 03:50:20.000000+00:00\", \"2021-06-08 07:49:58.000000+00:00\", \"2020-08-12 09:53:24.000000+00:00\"], \"session_ids\": [\"70b1160d-470e-4dbe-bba6-f6de44837777\", \"770dc35d-3b6d-4f3c-8625-0ebc1c6d4d79\", \"009d506f-40ae-4971-bf68-6810e5149bbd\"], \"total_duration\": 796.0, \"total_sessions\": 3, \"mean_week_duration\": 18.512}, \"99236\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-15 18:43:06.000000+00:00\", \"2022-10-01 17:42:33.000000+00:00\", \"2022-12-01 19:34:19.000000+00:00\", \"2022-10-28 14:57:42.000000+00:00\"], \"session_ids\": [\"59be64b2-b2f3-439d-8854-fd38e796a796\", \"a409de30-0ba6-4630-abbe-2af02f5cb579\", \"06a97f12-5cca-4752-b56f-4627efd105da\", \"afb73bc3-5ffa-431f-b25e-13aba1084420\"], \"total_duration\": 976.0, \"total_sessions\": 4, \"mean_week_duration\": 10.844}, \"57759\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-03-20 15:43:47.000000+00:00\", \"2021-12-01 21:31:09.000000+00:00\", \"2023-03-17 05:46:38.000000+00:00\", \"2020-03-24 03:10:56.000000+00:00\", \"2023-06-25 00:12:10.000000+00:00\", \"2022-10-07 22:54:26.000000+00:00\", \"2022-06-07 11:12:33.000000+00:00\", \"2020-09-07 15:30:02.000000+00:00\"], \"session_ids\": [\"34fd117d-6202-4465-a6b4-07fceec26690\", \"49792cbb-f972-4bb3-a9c9-58ffd1f4c30d\", \"e66525ba-a53f-4c4f-94dc-c4bde0a78fcd\", \"6952b756-9eac-44fc-81d7-0fab8b0cb4b9\", \"2b59be94-665b-4262-b5ad-991c5ec1a8d4\", \"9f24e786-4989-4852-9eee-a348efb36013\", \"07d2432f-6d38-4e6a-862a-afd466786f31\", \"0523489a-efac-4ec2-9307-8d9bd91f59ce\"], \"total_duration\": 275.0, \"total_sessions\": 8, \"mean_week_duration\": 1.618}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are less than 19 and are equal or greater than 46"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[19, 46]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"21105\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-05-20 06:10:15.000000+00:00\", \"2019-08-14 06:13:11.000000+00:00\"], \"session_ids\": [\"646fcedb-cc1a-42c7-ad28-5f4578fdc8b0\", \"a1b7ad66-1ae4-40cb-952e-25d162fd09e2\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 3.308}, \"88018\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-04-05 08:35:59.000000+00:00\", \"2019-03-19 10:47:35.000000+00:00\"], \"session_ids\": [\"dc05390d-66d9-446b-9cf2-77026c6f0231\", \"b53433e3-b959-4b0e-acf2-7d40cdb7c421\"], \"total_duration\": 382.0, \"total_sessions\": 2, \"mean_week_duration\": 2.403}, \"28324\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-09-19 00:35:22.000000+00:00\", \"2020-06-21 21:30:42.000000+00:00\", \"2019-09-17 14:11:49.000000+00:00\"], \"session_ids\": [\"360143f5-6865-4674-9acb-5f17f74bf0d2\", \"68f7a1c4-011e-4d30-8717-eb64436ffc5c\", \"a3068966-851b-44e3-a55b-120ad5f1b622\"], \"total_duration\": 896.0, \"total_sessions\": 3, \"mean_week_duration\": 5.707}, \"32037\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-23 06:21:04.000000+00:00\", \"2020-03-20 08:57:26.000000+00:00\"], \"session_ids\": [\"3b5972cb-b4ad-409c-b5c0-dcf23cf0ecdb\", \"58e9d533-b08e-4f49-ae28-4b761f07c558\"], \"total_duration\": 116.0, \"total_sessions\": 2, \"mean_week_duration\": 12.889}, \"66156\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-08-03 14:22:42.000000+00:00\", \"2020-07-25 12:04:49.000000+00:00\", \"2023-03-01 23:50:04.000000+00:00\"], \"session_ids\": [\"6be9b81a-68c7-489d-8a75-0f8a94301c31\", \"9c45660d-2954-4b8d-bf77-b09be96b01f3\", \"18f1ed02-48a7-4081-a3fa-f86850c1acf9\"], \"total_duration\": 101.0, \"total_sessions\": 3, \"mean_week_duration\": 0.743}, \"67637\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-08-03 11:56:47.000000+00:00\", \"2022-11-23 13:18:36.000000+00:00\", \"2020-08-10 16:17:51.000000+00:00\"], \"session_ids\": [\"a85f03c7-229a-4213-95d5-e35829eb08d6\", \"b2b0415e-d0fa-42ed-a8aa-b7320793c29d\", \"44cd4480-ace7-4ef2-8c42-ce47689155e3\"], \"total_duration\": 885.0, \"total_sessions\": 3, \"mean_week_duration\": 7.314}, \"11931\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-03-12 05:42:03.000000+00:00\", \"2021-01-03 04:13:09.000000+00:00\", \"2021-07-01 09:47:02.000000+00:00\"], \"session_ids\": [\"8e72801a-48eb-46fa-bac9-06ba8ef7f0bb\", \"99bc1d72-0937-41c4-b7e1-c68ee8da0b86\", \"0e22b188-ff01-492a-a8b7-a9e342078556\"], \"total_duration\": 823.0, \"total_sessions\": 3, \"mean_week_duration\": 12.103}, \"4787\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-06-05 03:50:20.000000+00:00\", \"2021-06-08 07:49:58.000000+00:00\", \"2020-08-12 09:53:24.000000+00:00\"], \"session_ids\": [\"70b1160d-470e-4dbe-bba6-f6de44837777\", \"770dc35d-3b6d-4f3c-8625-0ebc1c6d4d79\", \"009d506f-40ae-4971-bf68-6810e5149bbd\"], \"total_duration\": 796.0, \"total_sessions\": 3, \"mean_week_duration\": 18.512}, \"99236\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-15 18:43:06.000000+00:00\", \"2022-10-01 17:42:33.000000+00:00\", \"2022-12-01 19:34:19.000000+00:00\", \"2022-10-28 14:57:42.000000+00:00\"], \"session_ids\": [\"59be64b2-b2f3-439d-8854-fd38e796a796\", \"a409de30-0ba6-4630-abbe-2af02f5cb579\", \"06a97f12-5cca-4752-b56f-4627efd105da\", \"afb73bc3-5ffa-431f-b25e-13aba1084420\"], \"total_duration\": 976.0, \"total_sessions\": 4, \"mean_week_duration\": 10.844}, \"57759\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-03-20 15:43:47.000000+00:00\", \"2021-12-01 21:31:09.000000+00:00\", \"2023-03-17 05:46:38.000000+00:00\", \"2020-03-24 03:10:56.000000+00:00\", \"2023-06-25 00:12:10.000000+00:00\", \"2022-10-07 22:54:26.000000+00:00\", \"2022-06-07 11:12:33.000000+00:00\", \"2020-09-07 15:30:02.000000+00:00\"], \"session_ids\": [\"34fd117d-6202-4465-a6b4-07fceec26690\", \"49792cbb-f972-4bb3-a9c9-58ffd1f4c30d\", \"e66525ba-a53f-4c4f-94dc-c4bde0a78fcd\", \"6952b756-9eac-44fc-81d7-0fab8b0cb4b9\", \"2b59be94-665b-4262-b5ad-991c5ec1a8d4\", \"9f24e786-4989-4852-9eee-a348efb36013\", \"07d2432f-6d38-4e6a-862a-afd466786f31\", \"0523489a-efac-4ec2-9307-8d9bd91f59ce\"], \"total_duration\": 275.0, \"total_sessions\": 8, \"mean_week_duration\": 1.618}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"4787\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-06-05 03:50:20.000000+00:00\", \"2021-06-08 07:49:58.000000+00:00\", \"2020-08-12 09:53:24.000000+00:00\"], \"session_ids\": [\"70b1160d-470e-4dbe-bba6-f6de44837777\", \"770dc35d-3b6d-4f3c-8625-0ebc1c6d4d79\", \"009d506f-40ae-4971-bf68-6810e5149bbd\"], \"total_duration\": 796.0, \"total_sessions\": 3, \"mean_week_duration\": 18.512}}, {\"32037\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-23 06:21:04.000000+00:00\", \"2020-03-20 08:57:26.000000+00:00\"], \"session_ids\": [\"3b5972cb-b4ad-409c-b5c0-dcf23cf0ecdb\", \"58e9d533-b08e-4f49-ae28-4b761f07c558\"], \"total_duration\": 116.0, \"total_sessions\": 2, \"mean_week_duration\": 12.889}}, {\"11931\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-03-12 05:42:03.000000+00:00\", \"2021-01-03 04:13:09.000000+00:00\", \"2021-07-01 09:47:02.000000+00:00\"], \"session_ids\": [\"8e72801a-48eb-46fa-bac9-06ba8ef7f0bb\", \"99bc1d72-0937-41c4-b7e1-c68ee8da0b86\", \"0e22b188-ff01-492a-a8b7-a9e342078556\"], \"total_duration\": 823.0, \"total_sessions\": 3, \"mean_week_duration\": 12.103}}, {\"99236\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-15 18:43:06.000000+00:00\", \"2022-10-01 17:42:33.000000+00:00\", \"2022-12-01 19:34:19.000000+00:00\", \"2022-10-28 14:57:42.000000+00:00\"], \"session_ids\": [\"59be64b2-b2f3-439d-8854-fd38e796a796\", \"a409de30-0ba6-4630-abbe-2af02f5cb579\", \"06a97f12-5cca-4752-b56f-4627efd105da\", \"afb73bc3-5ffa-431f-b25e-13aba1084420\"], \"total_duration\": 976.0, \"total_sessions\": 4, \"mean_week_duration\": 10.844}}, {\"67637\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-08-03 11:56:47.000000+00:00\", \"2022-11-23 13:18:36.000000+00:00\", \"2020-08-10 16:17:51.000000+00:00\"], \"session_ids\": [\"a85f03c7-229a-4213-95d5-e35829eb08d6\", \"b2b0415e-d0fa-42ed-a8aa-b7320793c29d\", \"44cd4480-ace7-4ef2-8c42-ce47689155e3\"], \"total_duration\": 885.0, \"total_sessions\": 3, \"mean_week_duration\": 7.314}}, {\"28324\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-09-19 00:35:22.000000+00:00\", \"2020-06-21 21:30:42.000000+00:00\", \"2019-09-17 14:11:49.000000+00:00\"], \"session_ids\": [\"360143f5-6865-4674-9acb-5f17f74bf0d2\", \"68f7a1c4-011e-4d30-8717-eb64436ffc5c\", \"a3068966-851b-44e3-a55b-120ad5f1b622\"], \"total_duration\": 896.0, \"total_sessions\": 3, \"mean_week_duration\": 5.707}}, {\"21105\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-05-20 06:10:15.000000+00:00\", \"2019-08-14 06:13:11.000000+00:00\"], \"session_ids\": [\"646fcedb-cc1a-42c7-ad28-5f4578fdc8b0\", \"a1b7ad66-1ae4-40cb-952e-25d162fd09e2\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 3.308}}, {\"88018\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-04-05 08:35:59.000000+00:00\", \"2019-03-19 10:47:35.000000+00:00\"], \"session_ids\": [\"dc05390d-66d9-446b-9cf2-77026c6f0231\", \"b53433e3-b959-4b0e-acf2-7d40cdb7c421\"], \"total_duration\": 382.0, \"total_sessions\": 2, \"mean_week_duration\": 2.403}}, {\"57759\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-03-20 15:43:47.000000+00:00\", \"2021-12-01 21:31:09.000000+00:00\", \"2023-03-17 05:46:38.000000+00:00\", \"2020-03-24 03:10:56.000000+00:00\", \"2023-06-25 00:12:10.000000+00:00\", \"2022-10-07 22:54:26.000000+00:00\", \"2022-06-07 11:12:33.000000+00:00\", \"2020-09-07 15:30:02.000000+00:00\"], \"session_ids\": [\"34fd117d-6202-4465-a6b4-07fceec26690\", \"49792cbb-f972-4bb3-a9c9-58ffd1f4c30d\", \"e66525ba-a53f-4c4f-94dc-c4bde0a78fcd\", \"6952b756-9eac-44fc-81d7-0fab8b0cb4b9\", \"2b59be94-665b-4262-b5ad-991c5ec1a8d4\", \"9f24e786-4989-4852-9eee-a348efb36013\", \"07d2432f-6d38-4e6a-862a-afd466786f31\", \"0523489a-efac-4ec2-9307-8d9bd91f59ce\"], \"total_duration\": 275.0, \"total_sessions\": 8, \"mean_week_duration\": 1.618}}, {\"66156\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-08-03 14:22:42.000000+00:00\", \"2020-07-25 12:04:49.000000+00:00\", \"2023-03-01 23:50:04.000000+00:00\"], \"session_ids\": [\"6be9b81a-68c7-489d-8a75-0f8a94301c31\", \"9c45660d-2954-4b8d-bf77-b09be96b01f3\", \"18f1ed02-48a7-4081-a3fa-f86850c1acf9\"], \"total_duration\": 101.0, \"total_sessions\": 3, \"mean_week_duration\": 0.743}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 3 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"4787\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-06-05 03:50:20.000000+00:00\", \"2021-06-08 07:49:58.000000+00:00\", \"2020-08-12 09:53:24.000000+00:00\"], \"session_ids\": [\"70b1160d-470e-4dbe-bba6-f6de44837777\", \"770dc35d-3b6d-4f3c-8625-0ebc1c6d4d79\", \"009d506f-40ae-4971-bf68-6810e5149bbd\"], \"total_duration\": 796.0, \"total_sessions\": 3, \"mean_week_duration\": 18.512}}, {\"32037\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-23 06:21:04.000000+00:00\", \"2020-03-20 08:57:26.000000+00:00\"], \"session_ids\": [\"3b5972cb-b4ad-409c-b5c0-dcf23cf0ecdb\", \"58e9d533-b08e-4f49-ae28-4b761f07c558\"], \"total_duration\": 116.0, \"total_sessions\": 2, \"mean_week_duration\": 12.889}}, {\"11931\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-03-12 05:42:03.000000+00:00\", \"2021-01-03 04:13:09.000000+00:00\", \"2021-07-01 09:47:02.000000+00:00\"], \"session_ids\": [\"8e72801a-48eb-46fa-bac9-06ba8ef7f0bb\", \"99bc1d72-0937-41c4-b7e1-c68ee8da0b86\", \"0e22b188-ff01-492a-a8b7-a9e342078556\"], \"total_duration\": 823.0, \"total_sessions\": 3, \"mean_week_duration\": 12.103}}]\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[{\"4787\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-06-05 03:50:20.000000+00:00\", \"2021-06-08 07:49:58.000000+00:00\", \"2020-08-12 09:53:24.000000+00:00\"], \"session_ids\": [\"70b1160d-470e-4dbe-bba6-f6de44837777\", \"770dc35d-3b6d-4f3c-8625-0ebc1c6d4d79\", \"009d506f-40ae-4971-bf68-6810e5149bbd\"], \"total_duration\": 796.0, \"total_sessions\": 3, \"mean_week_duration\": 18.512}}, {\"32037\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-23 06:21:04.000000+00:00\", \"2020-03-20 08:57:26.000000+00:00\"], \"session_ids\": [\"3b5972cb-b4ad-409c-b5c0-dcf23cf0ecdb\", \"58e9d533-b08e-4f49-ae28-4b761f07c558\"], \"total_duration\": 116.0, \"total_sessions\": 2, \"mean_week_duration\": 12.889}}, {\"11931\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-03-12 05:42:03.000000+00:00\", \"2021-01-03 04:13:09.000000+00:00\", \"2021-07-01 09:47:02.000000+00:00\"], \"session_ids\": [\"8e72801a-48eb-46fa-bac9-06ba8ef7f0bb\", \"99bc1d72-0937-41c4-b7e1-c68ee8da0b86\", \"0e22b188-ff01-492a-a8b7-a9e342078556\"], \"total_duration\": 823.0, \"total_sessions\": 3, \"mean_week_duration\": 12.103}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about users with a median of duration of sessions per week that is lower than 23, inclusive 23 , moreover implement sorting by duration of sessions per week descendingly."
}
] |
[
{
"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{\"29388\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-07-12 17:44:04.000000+00:00\", \"2019-11-10 19:09:40.000000+00:00\"], \"session_ids\": [\"ba305158-9e96-4411-9ca8-f43ef38e7b4b\", \"8c700f77-6cae-47aa-8223-2042256f5b79\"], \"total_duration\": 282.0, \"total_sessions\": 2, \"mean_week_duration\": 8.057}, \"16181\": {\"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}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-12-05 20:26:12.000000+00:00\", \"2021-05-06 23:31:16.000000+00:00\"], \"session_ids\": [\"e21380e1-e77e-4de4-b210-0f720eabb36e\", \"dc2dc229-c7d6-48b5-b909-d7c6b1ce028b\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.325}, \"87486\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-01-24 22:10:43.000000+00:00\", \"2021-09-21 09:34:13.000000+00:00\", \"2021-04-05 22:18:28.000000+00:00\", \"2022-12-26 16:02:56.000000+00:00\"], \"session_ids\": [\"50f0aaee-2be7-41c9-9848-a953e13eebc4\", \"35e41223-f075-42d5-b6d9-693c4756ad2c\", \"7859ef0c-cffd-4912-b2c5-a9adac0a7bd7\", \"f31223cb-4980-40d8-9a70-80d485d2ea9f\"], \"total_duration\": 1633.0, \"total_sessions\": 4, \"mean_week_duration\": 7.966}, \"19618\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-07-05 18:02:04.000000+00:00\", \"2019-04-08 22:33:01.000000+00:00\", \"2020-01-05 12:45:51.000000+00:00\"], \"session_ids\": [\"19599d89-a0b4-441f-b32f-ae3724fdb934\", \"cd7e6741-47ff-4eee-933d-3a6bea3f5ee7\", \"619d9c66-e733-49ca-8c4b-e3a9e50578d1\"], \"total_duration\": 78.0, \"total_sessions\": 3, \"mean_week_duration\": 0.462}, \"63400\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-19 13:37:18.000000+00:00\", \"2019-12-29 07:54:46.000000+00:00\", \"2019-03-07 09:50:26.000000+00:00\"], \"session_ids\": [\"96145d07-8202-48e4-ae26-0d28d7efe03e\", \"0794c58f-5f22-4b45-9a9c-24a8ca53fb2a\", \"60e656ad-5c40-48e4-94bc-15223eb7ed9f\"], \"total_duration\": 320.0, \"total_sessions\": 3, \"mean_week_duration\": 2.991}, \"85931\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-06-25 08:03:28.000000+00:00\", \"2021-10-19 16:01:14.000000+00:00\"], \"session_ids\": [\"d9bc5da1-46eb-4c63-8a9f-db0df226ba48\", \"1d705fa3-44e1-4632-89b7-e575bae6fd5f\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.132}, \"58551\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-07-30 12:45:42.000000+00:00\", \"2021-03-04 06:01:11.000000+00:00\"], \"session_ids\": [\"aecfd9e1-d362-4cb7-8c4f-8dbcbb948e84\", \"6db73c62-1f25-4562-b016-35ba5f9303cc\"], \"total_duration\": 353.0, \"total_sessions\": 2, \"mean_week_duration\": 4.77}, \"32006\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2022-05-09 17:41:01.000000+00:00\", \"2023-04-21 22:31:48.000000+00:00\", \"2022-03-19 23:35:54.000000+00:00\", \"2020-05-18 13:06:29.000000+00:00\", \"2021-01-15 17:02:28.000000+00:00\", \"2020-03-18 18:52:48.000000+00:00\", \"2023-06-30 01:38:12.000000+00:00\", \"2019-08-25 02:45:12.000000+00:00\", \"2022-12-24 08:33:58.000000+00:00\"], \"session_ids\": [\"eaf09f2a-fb30-4f23-bb95-5deed9b0ccff\", \"c2242079-ffd0-453a-8795-23552c479feb\", \"0a1a6eec-972a-471a-825a-63b2619968c4\", \"e892175f-6699-4649-a08b-27d840cd8ade\", \"568d62e8-09b8-4bcd-bcc7-7fc3f2e204cd\", \"5e3b1a7c-dee6-4892-963f-14b423f367d6\", \"085cd24e-7bc5-4a77-9e0a-106103fb4038\", \"7941fccc-6c53-48f2-977c-04d1f9e9a090\", \"9c95001b-4339-4f05-b860-9b7a6506e6ad\"], \"total_duration\": 7392.0, \"total_sessions\": 9, \"mean_week_duration\": 36.776}, \"4602\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-28 21:26:56.000000+00:00\", \"2019-09-10 11:32:25.000000+00:00\"], \"session_ids\": [\"3467b252-5cf0-41ac-9042-894c89b85470\", \"38102b56-2e78-4793-ac90-c8e32bb58a50\"], \"total_duration\": 322.0, \"total_sessions\": 2, \"mean_week_duration\": 2.205}, \"88007\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-01-04 06:45:56.000000+00:00\", \"2021-12-18 00:00:57.000000+00:00\"], \"session_ids\": [\"3e537830-8242-450b-9386-f85a1e1ac3af\", \"cf589832-d783-476c-8819-bf02d62c85fc\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 3.64}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or less than 23"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[23, 30]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"29388\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-07-12 17:44:04.000000+00:00\", \"2019-11-10 19:09:40.000000+00:00\"], \"session_ids\": [\"ba305158-9e96-4411-9ca8-f43ef38e7b4b\", \"8c700f77-6cae-47aa-8223-2042256f5b79\"], \"total_duration\": 282.0, \"total_sessions\": 2, \"mean_week_duration\": 8.057}, \"16181\": {\"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}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-12-05 20:26:12.000000+00:00\", \"2021-05-06 23:31:16.000000+00:00\"], \"session_ids\": [\"e21380e1-e77e-4de4-b210-0f720eabb36e\", \"dc2dc229-c7d6-48b5-b909-d7c6b1ce028b\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.325}, \"87486\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-01-24 22:10:43.000000+00:00\", \"2021-09-21 09:34:13.000000+00:00\", \"2021-04-05 22:18:28.000000+00:00\", \"2022-12-26 16:02:56.000000+00:00\"], \"session_ids\": [\"50f0aaee-2be7-41c9-9848-a953e13eebc4\", \"35e41223-f075-42d5-b6d9-693c4756ad2c\", \"7859ef0c-cffd-4912-b2c5-a9adac0a7bd7\", \"f31223cb-4980-40d8-9a70-80d485d2ea9f\"], \"total_duration\": 1633.0, \"total_sessions\": 4, \"mean_week_duration\": 7.966}, \"19618\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-07-05 18:02:04.000000+00:00\", \"2019-04-08 22:33:01.000000+00:00\", \"2020-01-05 12:45:51.000000+00:00\"], \"session_ids\": [\"19599d89-a0b4-441f-b32f-ae3724fdb934\", \"cd7e6741-47ff-4eee-933d-3a6bea3f5ee7\", \"619d9c66-e733-49ca-8c4b-e3a9e50578d1\"], \"total_duration\": 78.0, \"total_sessions\": 3, \"mean_week_duration\": 0.462}, \"63400\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-19 13:37:18.000000+00:00\", \"2019-12-29 07:54:46.000000+00:00\", \"2019-03-07 09:50:26.000000+00:00\"], \"session_ids\": [\"96145d07-8202-48e4-ae26-0d28d7efe03e\", \"0794c58f-5f22-4b45-9a9c-24a8ca53fb2a\", \"60e656ad-5c40-48e4-94bc-15223eb7ed9f\"], \"total_duration\": 320.0, \"total_sessions\": 3, \"mean_week_duration\": 2.991}, \"85931\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-06-25 08:03:28.000000+00:00\", \"2021-10-19 16:01:14.000000+00:00\"], \"session_ids\": [\"d9bc5da1-46eb-4c63-8a9f-db0df226ba48\", \"1d705fa3-44e1-4632-89b7-e575bae6fd5f\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.132}, \"58551\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-07-30 12:45:42.000000+00:00\", \"2021-03-04 06:01:11.000000+00:00\"], \"session_ids\": [\"aecfd9e1-d362-4cb7-8c4f-8dbcbb948e84\", \"6db73c62-1f25-4562-b016-35ba5f9303cc\"], \"total_duration\": 353.0, \"total_sessions\": 2, \"mean_week_duration\": 4.77}, \"4602\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-28 21:26:56.000000+00:00\", \"2019-09-10 11:32:25.000000+00:00\"], \"session_ids\": [\"3467b252-5cf0-41ac-9042-894c89b85470\", \"38102b56-2e78-4793-ac90-c8e32bb58a50\"], \"total_duration\": 322.0, \"total_sessions\": 2, \"mean_week_duration\": 2.205}, \"88007\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-01-04 06:45:56.000000+00:00\", \"2021-12-18 00:00:57.000000+00:00\"], \"session_ids\": [\"3e537830-8242-450b-9386-f85a1e1ac3af\", \"cf589832-d783-476c-8819-bf02d62c85fc\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 3.64}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"29388\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-07-12 17:44:04.000000+00:00\", \"2019-11-10 19:09:40.000000+00:00\"], \"session_ids\": [\"ba305158-9e96-4411-9ca8-f43ef38e7b4b\", \"8c700f77-6cae-47aa-8223-2042256f5b79\"], \"total_duration\": 282.0, \"total_sessions\": 2, \"mean_week_duration\": 8.057}}, {\"87486\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-01-24 22:10:43.000000+00:00\", \"2021-09-21 09:34:13.000000+00:00\", \"2021-04-05 22:18:28.000000+00:00\", \"2022-12-26 16:02:56.000000+00:00\"], \"session_ids\": [\"50f0aaee-2be7-41c9-9848-a953e13eebc4\", \"35e41223-f075-42d5-b6d9-693c4756ad2c\", \"7859ef0c-cffd-4912-b2c5-a9adac0a7bd7\", \"f31223cb-4980-40d8-9a70-80d485d2ea9f\"], \"total_duration\": 1633.0, \"total_sessions\": 4, \"mean_week_duration\": 7.966}}, {\"58551\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-07-30 12:45:42.000000+00:00\", \"2021-03-04 06:01:11.000000+00:00\"], \"session_ids\": [\"aecfd9e1-d362-4cb7-8c4f-8dbcbb948e84\", \"6db73c62-1f25-4562-b016-35ba5f9303cc\"], \"total_duration\": 353.0, \"total_sessions\": 2, \"mean_week_duration\": 4.77}}, {\"88007\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-01-04 06:45:56.000000+00:00\", \"2021-12-18 00:00:57.000000+00:00\"], \"session_ids\": [\"3e537830-8242-450b-9386-f85a1e1ac3af\", \"cf589832-d783-476c-8819-bf02d62c85fc\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 3.64}}, {\"63400\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-19 13:37:18.000000+00:00\", \"2019-12-29 07:54:46.000000+00:00\", \"2019-03-07 09:50:26.000000+00:00\"], \"session_ids\": [\"96145d07-8202-48e4-ae26-0d28d7efe03e\", \"0794c58f-5f22-4b45-9a9c-24a8ca53fb2a\", \"60e656ad-5c40-48e4-94bc-15223eb7ed9f\"], \"total_duration\": 320.0, \"total_sessions\": 3, \"mean_week_duration\": 2.991}}, {\"4602\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-28 21:26:56.000000+00:00\", \"2019-09-10 11:32:25.000000+00:00\"], \"session_ids\": [\"3467b252-5cf0-41ac-9042-894c89b85470\", \"38102b56-2e78-4793-ac90-c8e32bb58a50\"], \"total_duration\": 322.0, \"total_sessions\": 2, \"mean_week_duration\": 2.205}}, {\"19618\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-07-05 18:02:04.000000+00:00\", \"2019-04-08 22:33:01.000000+00:00\", \"2020-01-05 12:45:51.000000+00:00\"], \"session_ids\": [\"19599d89-a0b4-441f-b32f-ae3724fdb934\", \"cd7e6741-47ff-4eee-933d-3a6bea3f5ee7\", \"619d9c66-e733-49ca-8c4b-e3a9e50578d1\"], \"total_duration\": 78.0, \"total_sessions\": 3, \"mean_week_duration\": 0.462}}, {\"16181\": {\"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}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-12-05 20:26:12.000000+00:00\", \"2021-05-06 23:31:16.000000+00:00\"], \"session_ids\": [\"e21380e1-e77e-4de4-b210-0f720eabb36e\", \"dc2dc229-c7d6-48b5-b909-d7c6b1ce028b\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.325}}, {\"85931\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-06-25 08:03:28.000000+00:00\", \"2021-10-19 16:01:14.000000+00:00\"], \"session_ids\": [\"d9bc5da1-46eb-4c63-8a9f-db0df226ba48\", \"1d705fa3-44e1-4632-89b7-e575bae6fd5f\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.132}}]\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[{\"29388\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-07-12 17:44:04.000000+00:00\", \"2019-11-10 19:09:40.000000+00:00\"], \"session_ids\": [\"ba305158-9e96-4411-9ca8-f43ef38e7b4b\", \"8c700f77-6cae-47aa-8223-2042256f5b79\"], \"total_duration\": 282.0, \"total_sessions\": 2, \"mean_week_duration\": 8.057}}, {\"87486\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-01-24 22:10:43.000000+00:00\", \"2021-09-21 09:34:13.000000+00:00\", \"2021-04-05 22:18:28.000000+00:00\", \"2022-12-26 16:02:56.000000+00:00\"], \"session_ids\": [\"50f0aaee-2be7-41c9-9848-a953e13eebc4\", \"35e41223-f075-42d5-b6d9-693c4756ad2c\", \"7859ef0c-cffd-4912-b2c5-a9adac0a7bd7\", \"f31223cb-4980-40d8-9a70-80d485d2ea9f\"], \"total_duration\": 1633.0, \"total_sessions\": 4, \"mean_week_duration\": 7.966}}, {\"58551\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-07-30 12:45:42.000000+00:00\", \"2021-03-04 06:01:11.000000+00:00\"], \"session_ids\": [\"aecfd9e1-d362-4cb7-8c4f-8dbcbb948e84\", \"6db73c62-1f25-4562-b016-35ba5f9303cc\"], \"total_duration\": 353.0, \"total_sessions\": 2, \"mean_week_duration\": 4.77}}, {\"88007\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-01-04 06:45:56.000000+00:00\", \"2021-12-18 00:00:57.000000+00:00\"], \"session_ids\": [\"3e537830-8242-450b-9386-f85a1e1ac3af\", \"cf589832-d783-476c-8819-bf02d62c85fc\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 3.64}}, {\"63400\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-19 13:37:18.000000+00:00\", \"2019-12-29 07:54:46.000000+00:00\", \"2019-03-07 09:50:26.000000+00:00\"], \"session_ids\": [\"96145d07-8202-48e4-ae26-0d28d7efe03e\", \"0794c58f-5f22-4b45-9a9c-24a8ca53fb2a\", \"60e656ad-5c40-48e4-94bc-15223eb7ed9f\"], \"total_duration\": 320.0, \"total_sessions\": 3, \"mean_week_duration\": 2.991}}, {\"4602\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-28 21:26:56.000000+00:00\", \"2019-09-10 11:32:25.000000+00:00\"], \"session_ids\": [\"3467b252-5cf0-41ac-9042-894c89b85470\", \"38102b56-2e78-4793-ac90-c8e32bb58a50\"], \"total_duration\": 322.0, \"total_sessions\": 2, \"mean_week_duration\": 2.205}}, {\"19618\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-07-05 18:02:04.000000+00:00\", \"2019-04-08 22:33:01.000000+00:00\", \"2020-01-05 12:45:51.000000+00:00\"], \"session_ids\": [\"19599d89-a0b4-441f-b32f-ae3724fdb934\", \"cd7e6741-47ff-4eee-933d-3a6bea3f5ee7\", \"619d9c66-e733-49ca-8c4b-e3a9e50578d1\"], \"total_duration\": 78.0, \"total_sessions\": 3, \"mean_week_duration\": 0.462}}, {\"16181\": {\"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}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-12-05 20:26:12.000000+00:00\", \"2021-05-06 23:31:16.000000+00:00\"], \"session_ids\": [\"e21380e1-e77e-4de4-b210-0f720eabb36e\", \"dc2dc229-c7d6-48b5-b909-d7c6b1ce028b\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.325}}, {\"85931\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-06-25 08:03:28.000000+00:00\", \"2021-10-19 16:01:14.000000+00:00\"], \"session_ids\": [\"d9bc5da1-46eb-4c63-8a9f-db0df226ba48\", \"1d705fa3-44e1-4632-89b7-e575bae6fd5f\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.132}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display to me 5 users pieces of information who have sum of sessions smaller than 8 and strictly bigger than 2 also implement sorting by sessions total ascendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"62906\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-12-19 11:03:28.000000+00:00\", \"2021-03-14 16:42:20.000000+00:00\"], \"session_ids\": [\"97cee183-e8d4-4c6c-b969-1d9a0dfdb14e\", \"72381f68-d3ab-41cd-a708-2a9118f90168\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 0.989}, \"90140\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Moscow\", \"datetimes\": [\"2019-07-10 18:33:38.000000+00:00\", \"2022-04-05 08:49:43.000000+00:00\", \"2020-09-20 00:32:08.000000+00:00\", \"2022-03-18 16:56:39.000000+00:00\", \"2022-11-30 00:10:33.000000+00:00\", \"2019-05-02 08:35:04.000000+00:00\", \"2021-06-26 07:55:13.000000+00:00\", \"2022-03-22 10:15:11.000000+00:00\", \"2022-10-02 08:36:21.000000+00:00\"], \"session_ids\": [\"94232be0-9292-4444-a60b-f4c7b3376478\", \"4fcc7d94-9258-43aa-ace2-5f4a0479d88f\", \"9178807b-9ca4-4283-8bf0-67e92da3324a\", \"7c54cae6-090d-47a9-af66-6ea6d917208a\", \"b9f9cc38-7d67-45ee-baa7-3e488139737f\", \"3c804fa9-02ea-47a8-b661-43d7b2def00e\", \"6437870b-5237-44c9-aed3-d268ff031a8d\", \"aa3d2a3f-5cad-4697-bbbc-cbca7002debb\", \"838a98e4-f95a-484c-a0ce-f793c6f4cee3\"], \"total_duration\": 13382.0, \"total_sessions\": 9, \"mean_week_duration\": 71.561}, \"60884\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-15 03:37:46.000000+00:00\", \"2022-07-11 04:34:26.000000+00:00\", \"2020-10-07 12:16:40.000000+00:00\", \"2022-01-27 07:35:08.000000+00:00\", \"2019-04-18 13:57:18.000000+00:00\", \"2023-04-25 01:43:28.000000+00:00\", \"2023-06-24 15:22:13.000000+00:00\", \"2019-10-22 08:17:15.000000+00:00\", \"2019-03-20 17:39:22.000000+00:00\"], \"session_ids\": [\"f97eaaa2-bfb7-44da-b3e7-921207dbb117\", \"84a08b1e-3082-4f79-912f-3b0e690512ee\", \"f6924519-be89-49a2-9072-9111b0db11d2\", \"d23378ea-2523-4862-a58c-c33f85976b8c\", \"0112b733-3e2a-4a19-af75-2f8438e2e6a5\", \"50176a4c-4e12-4bf7-aff4-6aed93cadec8\", \"7ebdf4ad-13c8-4b28-835d-3f34f4850dd0\", \"8cf7c2c5-616b-4eb8-9ffb-1f7522e980f0\", \"c349e277-4b17-4606-bb4e-3a87ebbd7833\"], \"total_duration\": 25309.0, \"total_sessions\": 9, \"mean_week_duration\": 113.493}, \"23182\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-04-15 23:09:42.000000+00:00\", \"2022-09-18 10:42:05.000000+00:00\", \"2021-03-31 07:35:15.000000+00:00\"], \"session_ids\": [\"31fb09dd-e67d-4245-87b9-8f52b42d5571\", \"a4e01002-89a7-4a6c-af72-24d266509511\", \"640c1c3d-10e6-4997-b566-71d4fffc7f6d\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 0.622}, \"16023\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-11-17 18:12:50.000000+00:00\", \"2019-08-24 11:46:58.000000+00:00\", \"2022-02-07 04:09:09.000000+00:00\", \"2020-06-03 22:52:08.000000+00:00\", \"2022-05-14 03:33:44.000000+00:00\", \"2020-05-25 21:36:10.000000+00:00\", \"2021-09-21 05:59:46.000000+00:00\", \"2023-04-16 02:18:37.000000+00:00\"], \"session_ids\": [\"eba53a93-eba6-4452-82bb-b831500b223b\", \"1d3de34c-a4b5-4a3f-872d-91d9acbde66c\", \"eced9768-fdc3-41de-addf-b73a06b089c3\", \"ced420d1-f7d5-45fe-a1bf-3fce7e08310c\", \"0222d66b-d609-470b-bb0c-3f7cbe334b33\", \"36f85317-4e59-4775-a14d-879da5091f72\", \"51abfcb3-179f-413a-bba2-5babc3654a8c\", \"f14dbc4d-2041-4f0c-b17c-50a4798de6aa\"], \"total_duration\": 14469.0, \"total_sessions\": 8, \"mean_week_duration\": 76.153}, \"54910\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-09-12 03:58:45.000000+00:00\", \"2021-09-14 11:34:19.000000+00:00\"], \"session_ids\": [\"6f0f0d53-0029-46bf-839a-754779f2bdf7\", \"0bbf85c0-0d2b-401f-833e-f07cc9b652bc\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 1.019}, \"72292\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2019-06-28 21:42:42.000000+00:00\", \"2020-03-14 15:10:21.000000+00:00\", \"2022-08-12 18:29:12.000000+00:00\", \"2021-03-07 06:55:03.000000+00:00\", \"2019-07-07 23:36:34.000000+00:00\", \"2019-11-06 12:47:11.000000+00:00\"], \"session_ids\": [\"25dafec8-5df3-408f-8f35-e2e89574f5d4\", \"96d68395-3bff-4815-a6c7-786e9cd43c89\", \"ab862efd-b9e7-41eb-aadd-d9c1f91b48b6\", \"faf89e30-5235-4355-9fa0-684f732bc34a\", \"a3a69175-7d56-481f-903b-bae2d2d5fd03\", \"5e8b5fc8-6009-4535-b301-37c267148154\"], \"total_duration\": 93.0, \"total_sessions\": 6, \"mean_week_duration\": 0.571}, \"69637\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-11-16 14:24:04.000000+00:00\", \"2021-03-23 15:29:45.000000+00:00\", \"2019-07-03 14:52:57.000000+00:00\"], \"session_ids\": [\"a91ffd0c-f85d-435e-a850-7f244f61c12c\", \"f19e92ae-35b5-4f82-a542-8c37fc7b5bca\", \"3734c4ce-3723-4992-a2cf-d55c6c307182\"], \"total_duration\": 689.0, \"total_sessions\": 3, \"mean_week_duration\": 7.656}, \"3398\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Moscow\", \"datetimes\": [\"2022-09-06 14:57:51.000000+00:00\", \"2019-03-13 04:57:25.000000+00:00\", \"2019-12-26 01:22:56.000000+00:00\"], \"session_ids\": [\"0ec753b7-b479-4739-8b07-07b2270d4d27\", \"4b9d8a71-b273-4d40-a431-f3a546518fb2\", \"5df2473c-a2c4-4faf-aca1-0730788715b8\"], \"total_duration\": 70.0, \"total_sessions\": 3, \"mean_week_duration\": 0.385}, \"45971\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2023-04-09 23:04:22.000000+00:00\", \"2020-07-08 20:48:49.000000+00:00\"], \"session_ids\": [\"083fe45b-d24d-4f27-8b29-f0313fcaef70\", \"fcbe5585-559c-41f8-8605-cff274d2f294\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 0.472}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are greater than 2 and are equal or less than 8"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[2, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"23182\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-04-15 23:09:42.000000+00:00\", \"2022-09-18 10:42:05.000000+00:00\", \"2021-03-31 07:35:15.000000+00:00\"], \"session_ids\": [\"31fb09dd-e67d-4245-87b9-8f52b42d5571\", \"a4e01002-89a7-4a6c-af72-24d266509511\", \"640c1c3d-10e6-4997-b566-71d4fffc7f6d\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 0.622}, \"16023\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-11-17 18:12:50.000000+00:00\", \"2019-08-24 11:46:58.000000+00:00\", \"2022-02-07 04:09:09.000000+00:00\", \"2020-06-03 22:52:08.000000+00:00\", \"2022-05-14 03:33:44.000000+00:00\", \"2020-05-25 21:36:10.000000+00:00\", \"2021-09-21 05:59:46.000000+00:00\", \"2023-04-16 02:18:37.000000+00:00\"], \"session_ids\": [\"eba53a93-eba6-4452-82bb-b831500b223b\", \"1d3de34c-a4b5-4a3f-872d-91d9acbde66c\", \"eced9768-fdc3-41de-addf-b73a06b089c3\", \"ced420d1-f7d5-45fe-a1bf-3fce7e08310c\", \"0222d66b-d609-470b-bb0c-3f7cbe334b33\", \"36f85317-4e59-4775-a14d-879da5091f72\", \"51abfcb3-179f-413a-bba2-5babc3654a8c\", \"f14dbc4d-2041-4f0c-b17c-50a4798de6aa\"], \"total_duration\": 14469.0, \"total_sessions\": 8, \"mean_week_duration\": 76.153}, \"72292\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2019-06-28 21:42:42.000000+00:00\", \"2020-03-14 15:10:21.000000+00:00\", \"2022-08-12 18:29:12.000000+00:00\", \"2021-03-07 06:55:03.000000+00:00\", \"2019-07-07 23:36:34.000000+00:00\", \"2019-11-06 12:47:11.000000+00:00\"], \"session_ids\": [\"25dafec8-5df3-408f-8f35-e2e89574f5d4\", \"96d68395-3bff-4815-a6c7-786e9cd43c89\", \"ab862efd-b9e7-41eb-aadd-d9c1f91b48b6\", \"faf89e30-5235-4355-9fa0-684f732bc34a\", \"a3a69175-7d56-481f-903b-bae2d2d5fd03\", \"5e8b5fc8-6009-4535-b301-37c267148154\"], \"total_duration\": 93.0, \"total_sessions\": 6, \"mean_week_duration\": 0.571}, \"69637\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-11-16 14:24:04.000000+00:00\", \"2021-03-23 15:29:45.000000+00:00\", \"2019-07-03 14:52:57.000000+00:00\"], \"session_ids\": [\"a91ffd0c-f85d-435e-a850-7f244f61c12c\", \"f19e92ae-35b5-4f82-a542-8c37fc7b5bca\", \"3734c4ce-3723-4992-a2cf-d55c6c307182\"], \"total_duration\": 689.0, \"total_sessions\": 3, \"mean_week_duration\": 7.656}, \"3398\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Moscow\", \"datetimes\": [\"2022-09-06 14:57:51.000000+00:00\", \"2019-03-13 04:57:25.000000+00:00\", \"2019-12-26 01:22:56.000000+00:00\"], \"session_ids\": [\"0ec753b7-b479-4739-8b07-07b2270d4d27\", \"4b9d8a71-b273-4d40-a431-f3a546518fb2\", \"5df2473c-a2c4-4faf-aca1-0730788715b8\"], \"total_duration\": 70.0, \"total_sessions\": 3, \"mean_week_duration\": 0.385}}\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[{\"23182\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-04-15 23:09:42.000000+00:00\", \"2022-09-18 10:42:05.000000+00:00\", \"2021-03-31 07:35:15.000000+00:00\"], \"session_ids\": [\"31fb09dd-e67d-4245-87b9-8f52b42d5571\", \"a4e01002-89a7-4a6c-af72-24d266509511\", \"640c1c3d-10e6-4997-b566-71d4fffc7f6d\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 0.622}}, {\"69637\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-11-16 14:24:04.000000+00:00\", \"2021-03-23 15:29:45.000000+00:00\", \"2019-07-03 14:52:57.000000+00:00\"], \"session_ids\": [\"a91ffd0c-f85d-435e-a850-7f244f61c12c\", \"f19e92ae-35b5-4f82-a542-8c37fc7b5bca\", \"3734c4ce-3723-4992-a2cf-d55c6c307182\"], \"total_duration\": 689.0, \"total_sessions\": 3, \"mean_week_duration\": 7.656}}, {\"3398\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Moscow\", \"datetimes\": [\"2022-09-06 14:57:51.000000+00:00\", \"2019-03-13 04:57:25.000000+00:00\", \"2019-12-26 01:22:56.000000+00:00\"], \"session_ids\": [\"0ec753b7-b479-4739-8b07-07b2270d4d27\", \"4b9d8a71-b273-4d40-a431-f3a546518fb2\", \"5df2473c-a2c4-4faf-aca1-0730788715b8\"], \"total_duration\": 70.0, \"total_sessions\": 3, \"mean_week_duration\": 0.385}}, {\"72292\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2019-06-28 21:42:42.000000+00:00\", \"2020-03-14 15:10:21.000000+00:00\", \"2022-08-12 18:29:12.000000+00:00\", \"2021-03-07 06:55:03.000000+00:00\", \"2019-07-07 23:36:34.000000+00:00\", \"2019-11-06 12:47:11.000000+00:00\"], \"session_ids\": [\"25dafec8-5df3-408f-8f35-e2e89574f5d4\", \"96d68395-3bff-4815-a6c7-786e9cd43c89\", \"ab862efd-b9e7-41eb-aadd-d9c1f91b48b6\", \"faf89e30-5235-4355-9fa0-684f732bc34a\", \"a3a69175-7d56-481f-903b-bae2d2d5fd03\", \"5e8b5fc8-6009-4535-b301-37c267148154\"], \"total_duration\": 93.0, \"total_sessions\": 6, \"mean_week_duration\": 0.571}}, {\"16023\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-11-17 18:12:50.000000+00:00\", \"2019-08-24 11:46:58.000000+00:00\", \"2022-02-07 04:09:09.000000+00:00\", \"2020-06-03 22:52:08.000000+00:00\", \"2022-05-14 03:33:44.000000+00:00\", \"2020-05-25 21:36:10.000000+00:00\", \"2021-09-21 05:59:46.000000+00:00\", \"2023-04-16 02:18:37.000000+00:00\"], \"session_ids\": [\"eba53a93-eba6-4452-82bb-b831500b223b\", \"1d3de34c-a4b5-4a3f-872d-91d9acbde66c\", \"eced9768-fdc3-41de-addf-b73a06b089c3\", \"ced420d1-f7d5-45fe-a1bf-3fce7e08310c\", \"0222d66b-d609-470b-bb0c-3f7cbe334b33\", \"36f85317-4e59-4775-a14d-879da5091f72\", \"51abfcb3-179f-413a-bba2-5babc3654a8c\", \"f14dbc4d-2041-4f0c-b17c-50a4798de6aa\"], \"total_duration\": 14469.0, \"total_sessions\": 8, \"mean_week_duration\": 76.153}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 5 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"23182\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-04-15 23:09:42.000000+00:00\", \"2022-09-18 10:42:05.000000+00:00\", \"2021-03-31 07:35:15.000000+00:00\"], \"session_ids\": [\"31fb09dd-e67d-4245-87b9-8f52b42d5571\", \"a4e01002-89a7-4a6c-af72-24d266509511\", \"640c1c3d-10e6-4997-b566-71d4fffc7f6d\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 0.622}}, {\"69637\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-11-16 14:24:04.000000+00:00\", \"2021-03-23 15:29:45.000000+00:00\", \"2019-07-03 14:52:57.000000+00:00\"], \"session_ids\": [\"a91ffd0c-f85d-435e-a850-7f244f61c12c\", \"f19e92ae-35b5-4f82-a542-8c37fc7b5bca\", \"3734c4ce-3723-4992-a2cf-d55c6c307182\"], \"total_duration\": 689.0, \"total_sessions\": 3, \"mean_week_duration\": 7.656}}, {\"3398\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Moscow\", \"datetimes\": [\"2022-09-06 14:57:51.000000+00:00\", \"2019-03-13 04:57:25.000000+00:00\", \"2019-12-26 01:22:56.000000+00:00\"], \"session_ids\": [\"0ec753b7-b479-4739-8b07-07b2270d4d27\", \"4b9d8a71-b273-4d40-a431-f3a546518fb2\", \"5df2473c-a2c4-4faf-aca1-0730788715b8\"], \"total_duration\": 70.0, \"total_sessions\": 3, \"mean_week_duration\": 0.385}}, {\"72292\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2019-06-28 21:42:42.000000+00:00\", \"2020-03-14 15:10:21.000000+00:00\", \"2022-08-12 18:29:12.000000+00:00\", \"2021-03-07 06:55:03.000000+00:00\", \"2019-07-07 23:36:34.000000+00:00\", \"2019-11-06 12:47:11.000000+00:00\"], \"session_ids\": [\"25dafec8-5df3-408f-8f35-e2e89574f5d4\", \"96d68395-3bff-4815-a6c7-786e9cd43c89\", \"ab862efd-b9e7-41eb-aadd-d9c1f91b48b6\", \"faf89e30-5235-4355-9fa0-684f732bc34a\", \"a3a69175-7d56-481f-903b-bae2d2d5fd03\", \"5e8b5fc8-6009-4535-b301-37c267148154\"], \"total_duration\": 93.0, \"total_sessions\": 6, \"mean_week_duration\": 0.571}}, {\"16023\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-11-17 18:12:50.000000+00:00\", \"2019-08-24 11:46:58.000000+00:00\", \"2022-02-07 04:09:09.000000+00:00\", \"2020-06-03 22:52:08.000000+00:00\", \"2022-05-14 03:33:44.000000+00:00\", \"2020-05-25 21:36:10.000000+00:00\", \"2021-09-21 05:59:46.000000+00:00\", \"2023-04-16 02:18:37.000000+00:00\"], \"session_ids\": [\"eba53a93-eba6-4452-82bb-b831500b223b\", \"1d3de34c-a4b5-4a3f-872d-91d9acbde66c\", \"eced9768-fdc3-41de-addf-b73a06b089c3\", \"ced420d1-f7d5-45fe-a1bf-3fce7e08310c\", \"0222d66b-d609-470b-bb0c-3f7cbe334b33\", \"36f85317-4e59-4775-a14d-879da5091f72\", \"51abfcb3-179f-413a-bba2-5babc3654a8c\", \"f14dbc4d-2041-4f0c-b17c-50a4798de6aa\"], \"total_duration\": 14469.0, \"total_sessions\": 8, \"mean_week_duration\": 76.153}}]\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[{\"23182\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-04-15 23:09:42.000000+00:00\", \"2022-09-18 10:42:05.000000+00:00\", \"2021-03-31 07:35:15.000000+00:00\"], \"session_ids\": [\"31fb09dd-e67d-4245-87b9-8f52b42d5571\", \"a4e01002-89a7-4a6c-af72-24d266509511\", \"640c1c3d-10e6-4997-b566-71d4fffc7f6d\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 0.622}}, {\"69637\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-11-16 14:24:04.000000+00:00\", \"2021-03-23 15:29:45.000000+00:00\", \"2019-07-03 14:52:57.000000+00:00\"], \"session_ids\": [\"a91ffd0c-f85d-435e-a850-7f244f61c12c\", \"f19e92ae-35b5-4f82-a542-8c37fc7b5bca\", \"3734c4ce-3723-4992-a2cf-d55c6c307182\"], \"total_duration\": 689.0, \"total_sessions\": 3, \"mean_week_duration\": 7.656}}, {\"3398\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Moscow\", \"datetimes\": [\"2022-09-06 14:57:51.000000+00:00\", \"2019-03-13 04:57:25.000000+00:00\", \"2019-12-26 01:22:56.000000+00:00\"], \"session_ids\": [\"0ec753b7-b479-4739-8b07-07b2270d4d27\", \"4b9d8a71-b273-4d40-a431-f3a546518fb2\", \"5df2473c-a2c4-4faf-aca1-0730788715b8\"], \"total_duration\": 70.0, \"total_sessions\": 3, \"mean_week_duration\": 0.385}}, {\"72292\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2019-06-28 21:42:42.000000+00:00\", \"2020-03-14 15:10:21.000000+00:00\", \"2022-08-12 18:29:12.000000+00:00\", \"2021-03-07 06:55:03.000000+00:00\", \"2019-07-07 23:36:34.000000+00:00\", \"2019-11-06 12:47:11.000000+00:00\"], \"session_ids\": [\"25dafec8-5df3-408f-8f35-e2e89574f5d4\", \"96d68395-3bff-4815-a6c7-786e9cd43c89\", \"ab862efd-b9e7-41eb-aadd-d9c1f91b48b6\", \"faf89e30-5235-4355-9fa0-684f732bc34a\", \"a3a69175-7d56-481f-903b-bae2d2d5fd03\", \"5e8b5fc8-6009-4535-b301-37c267148154\"], \"total_duration\": 93.0, \"total_sessions\": 6, \"mean_week_duration\": 0.571}}, {\"16023\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-11-17 18:12:50.000000+00:00\", \"2019-08-24 11:46:58.000000+00:00\", \"2022-02-07 04:09:09.000000+00:00\", \"2020-06-03 22:52:08.000000+00:00\", \"2022-05-14 03:33:44.000000+00:00\", \"2020-05-25 21:36:10.000000+00:00\", \"2021-09-21 05:59:46.000000+00:00\", \"2023-04-16 02:18:37.000000+00:00\"], \"session_ids\": [\"eba53a93-eba6-4452-82bb-b831500b223b\", \"1d3de34c-a4b5-4a3f-872d-91d9acbde66c\", \"eced9768-fdc3-41de-addf-b73a06b089c3\", \"ced420d1-f7d5-45fe-a1bf-3fce7e08310c\", \"0222d66b-d609-470b-bb0c-3f7cbe334b33\", \"36f85317-4e59-4775-a14d-879da5091f72\", \"51abfcb3-179f-413a-bba2-5babc3654a8c\", \"f14dbc4d-2041-4f0c-b17c-50a4798de6aa\"], \"total_duration\": 14469.0, \"total_sessions\": 8, \"mean_week_duration\": 76.153}}]\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 user whose total amount of duration exceeds 1973 while staying below 3628 and put to use sorting by average_week_duration in asc , display only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"72836\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-03-31 02:03:55.000000+00:00\", \"2021-11-06 09:09:26.000000+00:00\"], \"session_ids\": [\"8e866998-e672-4030-bb42-aa4e966af767\", \"bdcbf8a0-bc8f-4df9-bd55-548597334172\"], \"total_duration\": 377.0, \"total_sessions\": 2, \"mean_week_duration\": 5.164}, \"94498\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-10-21 10:10:41.000000+00:00\", \"2021-08-07 02:24:38.000000+00:00\"], \"session_ids\": [\"ddb0a2c3-350c-4742-89cd-73ce27c52c8e\", \"c43da41f-d1ac-4677-959e-e5a08e336d34\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 1.079}, \"10132\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-11-02 19:25:02.000000+00:00\", \"2020-03-10 15:58:09.000000+00:00\"], \"session_ids\": [\"45d76781-f33c-4662-909c-5ff4ce557a3e\", \"ebe21584-3183-47ef-a1b0-3a9a8c8bc481\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 2.882}, \"98968\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"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\": \"Santiago\", \"datetimes\": [\"2020-08-15 23:08:47.000000+00:00\", \"2022-08-29 12:08:31.000000+00:00\"], \"session_ids\": [\"dcfedfdb-03cd-4ed4-98a8-6217441a08f4\", \"927e8c4a-2283-4747-99a6-36b1c7d8da04\"], \"total_duration\": 488.0, \"total_sessions\": 2, \"mean_week_duration\": 4.561}, \"45093\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-05-26 22:39:36.000000+00:00\", \"2019-07-21 14:13:43.000000+00:00\"], \"session_ids\": [\"0138177d-f28a-406e-8e9e-90e4dc68dcb2\", \"b0757f78-961f-4ba7-bf83-252b93c6ab38\"], \"total_duration\": 279.0, \"total_sessions\": 2, \"mean_week_duration\": 34.875}, \"30481\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-05-13 05:48:05.000000+00:00\", \"2019-07-18 07:32:12.000000+00:00\"], \"session_ids\": [\"ed7a6f59-05b2-4411-bb49-30753fefd23d\", \"af9e922c-b006-4b92-971d-5244de473774\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.29}, \"87467\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-11-17 05:28:10.000000+00:00\", \"2021-02-07 20:59:24.000000+00:00\", \"2022-12-26 17:55:58.000000+00:00\", \"2019-10-01 01:00:53.000000+00:00\"], \"session_ids\": [\"dcc93438-02e1-40f4-b00b-c59133848435\", \"ecb42883-bff3-4382-af30-0ce9670a4a67\", \"2bf14a4c-04c0-4d44-9f3a-e0b17e59ac47\", \"574c05a7-fc79-4d61-bcfc-d9a8aa907d93\"], \"total_duration\": 1820.0, \"total_sessions\": 4, \"mean_week_duration\": 10.769}, \"88306\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-08-01 12:17:52.000000+00:00\", \"2023-06-24 04:53:19.000000+00:00\"], \"session_ids\": [\"3b0dbf4d-45b5-44ff-b24d-687a84a1d755\", \"b2ab3312-6ceb-4af8-bcd7-6052791270ab\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 0.695}, \"12316\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-04-27 08:25:25.000000+00:00\", \"2019-03-26 08:53:50.000000+00:00\", \"2019-06-01 20:45:05.000000+00:00\", \"2022-03-04 00:19:55.000000+00:00\", \"2019-05-01 19:19:20.000000+00:00\", \"2020-08-01 00:48:48.000000+00:00\", \"2020-11-10 16:45:46.000000+00:00\"], \"session_ids\": [\"503b54cc-3504-4c29-9d04-55c7ac4a2210\", \"f4568927-5a7b-4bc9-902d-9cfaacd38e3d\", \"ad38b306-140c-4bbf-8541-e5aa5c56dec7\", \"e98e43f0-678d-4bde-826d-bb23d5443a39\", \"d5e61f21-2710-429a-8d3c-2106c63109ae\", \"ae9d85e2-6c93-402d-83bd-90a8b0bfb347\", \"b559bdd7-3ce4-444f-bf7d-524ff2f861b0\"], \"total_duration\": 1768.0, \"total_sessions\": 7, \"mean_week_duration\": 10.981}, \"53820\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-01-19 08:47:53.000000+00:00\", \"2020-11-10 08:41:53.000000+00:00\", \"2020-02-02 13:42:17.000000+00:00\", \"2019-01-13 02:48:05.000000+00:00\", \"2021-03-01 04:28:33.000000+00:00\", \"2020-02-16 19:25:35.000000+00:00\", \"2022-01-19 05:01:24.000000+00:00\", \"2021-09-01 18:12:04.000000+00:00\", \"2021-01-02 14:19:33.000000+00:00\"], \"session_ids\": [\"906cb145-f265-4eb8-8a6d-ef65f24e8420\", \"72520a64-c65f-4c46-bd68-e8f214cbee69\", \"d6c64ddd-4e88-45f5-abf3-c7bf3a82de8b\", \"6267fc70-f401-4abb-b012-5f9e195b429a\", \"30b35fea-172a-43e7-af4e-688a104a4739\", \"a707df6b-3f87-4c3a-a60a-a4fa97a65b6d\", \"7d3632da-6903-4273-af16-feb20c2edc15\", \"a857695d-c3b6-4e91-a56e-80929f2f4ebf\", \"d91dae50-75f4-4788-b520-d6b687707959\"], \"total_duration\": 391.0, \"total_sessions\": 9, \"mean_week_duration\": 2.475}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or greater than 1973 and are equal or less than 3628"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[1973, 3628]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you enlighten me about users with a count of sessions that is above 2, exclusive 2 , moreover apply sorting by site usage time from the largest to the smallest."
}
] |
[
{
"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{\"4603\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-11-25 15:17:25.000000+00:00\", \"2020-03-15 09:29:12.000000+00:00\", \"2019-08-14 10:12:53.000000+00:00\", \"2022-10-24 14:43:48.000000+00:00\", \"2022-02-28 04:18:39.000000+00:00\", \"2021-09-20 13:11:13.000000+00:00\", \"2020-12-29 19:15:06.000000+00:00\", \"2022-04-21 16:43:06.000000+00:00\", \"2021-08-10 01:06:18.000000+00:00\", \"2023-04-05 22:36:13.000000+00:00\"], \"session_ids\": [\"4341bc16-2f67-4659-bdfa-a47feb8a1bc6\", \"c37bdc52-481d-434b-8f75-91f81812ffaa\", \"8c0b45a5-5bfd-4a17-b11a-eb8736bcc4a8\", \"7e6d8b64-6408-48d5-9491-36c748cfbd35\", \"087feba7-2b4f-479e-ae3a-8a89167ed735\", \"ee309e0a-2d22-40aa-ba5b-a4e3409283e5\", \"1b9c3e4a-c435-4dd2-a9fa-a8ef66932485\", \"a55697ab-21f5-48c5-b042-4e25edfe5541\", \"86931b21-5ef9-40c3-898f-620ca8d3c1c3\", \"19fda05c-9968-4b57-8b15-830de56d5480\"], \"total_duration\": 1502.0, \"total_sessions\": 10, \"mean_week_duration\": 7.905}, \"64191\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-11-23 03:01:47.000000+00:00\", \"2022-12-23 01:25:17.000000+00:00\", \"2021-03-17 11:38:34.000000+00:00\", \"2021-03-03 14:10:50.000000+00:00\", \"2021-04-28 01:19:50.000000+00:00\"], \"session_ids\": [\"2ee1f44a-7d42-423b-9ac7-55f0683be64b\", \"89d9010c-8534-4c44-86c6-3767f693c61a\", \"1c3332db-3e9a-469e-9296-efef9a71cbc6\", \"1a25ecb6-57fb-48cf-8256-1d6db3ec95b4\", \"42dce153-b235-4141-8046-87405f1e6b6d\"], \"total_duration\": 92.0, \"total_sessions\": 5, \"mean_week_duration\": 0.968}, \"57226\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-09-20 20:12:38.000000+00:00\", \"2021-08-02 03:57:26.000000+00:00\"], \"session_ids\": [\"41d3a500-c5dd-4f01-a171-581157c83fe1\", \"71129b11-d2cd-41cc-96f4-de07f205496a\"], \"total_duration\": 372.0, \"total_sessions\": 2, \"mean_week_duration\": 6.2}, \"56883\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-10-04 13:17:03.000000+00:00\", \"2022-04-04 02:08:47.000000+00:00\"], \"session_ids\": [\"192313e4-b2cd-4ea0-a1c4-225eac4e54af\", \"24d63417-db33-4a89-a9a4-42b92e56cca1\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.963}, \"94688\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2023-06-13 05:43:11.000000+00:00\", \"2021-09-19 10:37:29.000000+00:00\"], \"session_ids\": [\"30e70124-029a-4e9b-b3f0-640926b802b9\", \"fd448aed-5733-4d08-b98d-f6144a5057d4\"], \"total_duration\": 360.0, \"total_sessions\": 2, \"mean_week_duration\": 3.956}, \"55246\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-03-29 18:44:46.000000+00:00\", \"2022-12-26 12:33:55.000000+00:00\", \"2019-07-08 05:44:55.000000+00:00\"], \"session_ids\": [\"aeb106ec-f69f-4bac-977d-7e445f10986c\", \"e41abac0-4dbe-4761-ba6d-3b3f6b3ae8fb\", \"884e3912-c289-45cb-be62-fad995383eed\"], \"total_duration\": 136.0, \"total_sessions\": 3, \"mean_week_duration\": 0.751}, \"47680\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-06-18 09:47:12.000000+00:00\", \"2020-08-18 23:16:02.000000+00:00\"], \"session_ids\": [\"dec84e7d-dd7c-46d2-b051-6d94f6080cf3\", \"b4438aff-21e2-42f0-ada0-141e9505e066\"], \"total_duration\": 179.0, \"total_sessions\": 2, \"mean_week_duration\": 1.865}, \"2850\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-08-27 08:21:58.000000+00:00\", \"2020-03-10 00:36:06.000000+00:00\", \"2021-10-17 01:37:26.000000+00:00\", \"2019-11-07 20:32:36.000000+00:00\", \"2020-08-31 05:36:57.000000+00:00\", \"2021-06-10 06:57:33.000000+00:00\", \"2019-08-10 07:50:59.000000+00:00\", \"2021-08-15 20:46:36.000000+00:00\", \"2021-08-15 00:11:57.000000+00:00\"], \"session_ids\": [\"56a7c0e7-da24-496a-8cf9-f4195e2d0e46\", \"b1da1875-9b66-4ca8-9192-29da9f2a7d80\", \"89c4a7a4-9227-4159-8935-b8458953bb4f\", \"8dc461e8-7361-4f80-91be-ab2f9877e2a9\", \"47c4665c-1fe3-46c3-a439-58df9f5ba2ee\", \"77380c0a-2260-4a1e-ba23-ab2b6ca9d703\", \"b29ff117-27ed-4f7c-8947-14643209e6cb\", \"f81b22d7-2413-4d64-9d88-01029726ed75\", \"dff85aa9-32a4-481d-9295-0f22e3269b87\"], \"total_duration\": 2290.0, \"total_sessions\": 9, \"mean_week_duration\": 20.088}, \"17917\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-07-29 12:08:42.000000+00:00\", \"2022-09-21 11:48:12.000000+00:00\", \"2020-04-12 01:19:38.000000+00:00\"], \"session_ids\": [\"fe26137f-f4b0-45d2-8ee3-4ff67a62b036\", \"bf0c594e-9493-44b3-ae64-aecef898af5e\", \"e0d82c0d-d253-496b-96a9-edde3133546a\"], \"total_duration\": 940.0, \"total_sessions\": 3, \"mean_week_duration\": 5.697}, \"22562\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-12-25 07:22:16.000000+00:00\", \"2021-07-09 01:22:00.000000+00:00\", \"2022-09-19 00:20:36.000000+00:00\"], \"session_ids\": [\"8580aa2a-3bdf-4b3c-9f4c-ed0f2d814a68\", \"998171a1-d845-4b59-9fe5-2c62a100df1d\", \"bc0136f4-814b-438d-922d-42bb751a1c46\"], \"total_duration\": 927.0, \"total_sessions\": 3, \"mean_week_duration\": 10.187}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are greater than 2"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\"]]}, \"all_values\": {\"total_sessions\": [[2, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"4603\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-11-25 15:17:25.000000+00:00\", \"2020-03-15 09:29:12.000000+00:00\", \"2019-08-14 10:12:53.000000+00:00\", \"2022-10-24 14:43:48.000000+00:00\", \"2022-02-28 04:18:39.000000+00:00\", \"2021-09-20 13:11:13.000000+00:00\", \"2020-12-29 19:15:06.000000+00:00\", \"2022-04-21 16:43:06.000000+00:00\", \"2021-08-10 01:06:18.000000+00:00\", \"2023-04-05 22:36:13.000000+00:00\"], \"session_ids\": [\"4341bc16-2f67-4659-bdfa-a47feb8a1bc6\", \"c37bdc52-481d-434b-8f75-91f81812ffaa\", \"8c0b45a5-5bfd-4a17-b11a-eb8736bcc4a8\", \"7e6d8b64-6408-48d5-9491-36c748cfbd35\", \"087feba7-2b4f-479e-ae3a-8a89167ed735\", \"ee309e0a-2d22-40aa-ba5b-a4e3409283e5\", \"1b9c3e4a-c435-4dd2-a9fa-a8ef66932485\", \"a55697ab-21f5-48c5-b042-4e25edfe5541\", \"86931b21-5ef9-40c3-898f-620ca8d3c1c3\", \"19fda05c-9968-4b57-8b15-830de56d5480\"], \"total_duration\": 1502.0, \"total_sessions\": 10, \"mean_week_duration\": 7.905}, \"64191\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-11-23 03:01:47.000000+00:00\", \"2022-12-23 01:25:17.000000+00:00\", \"2021-03-17 11:38:34.000000+00:00\", \"2021-03-03 14:10:50.000000+00:00\", \"2021-04-28 01:19:50.000000+00:00\"], \"session_ids\": [\"2ee1f44a-7d42-423b-9ac7-55f0683be64b\", \"89d9010c-8534-4c44-86c6-3767f693c61a\", \"1c3332db-3e9a-469e-9296-efef9a71cbc6\", \"1a25ecb6-57fb-48cf-8256-1d6db3ec95b4\", \"42dce153-b235-4141-8046-87405f1e6b6d\"], \"total_duration\": 92.0, \"total_sessions\": 5, \"mean_week_duration\": 0.968}, \"55246\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-03-29 18:44:46.000000+00:00\", \"2022-12-26 12:33:55.000000+00:00\", \"2019-07-08 05:44:55.000000+00:00\"], \"session_ids\": [\"aeb106ec-f69f-4bac-977d-7e445f10986c\", \"e41abac0-4dbe-4761-ba6d-3b3f6b3ae8fb\", \"884e3912-c289-45cb-be62-fad995383eed\"], \"total_duration\": 136.0, \"total_sessions\": 3, \"mean_week_duration\": 0.751}, \"2850\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-08-27 08:21:58.000000+00:00\", \"2020-03-10 00:36:06.000000+00:00\", \"2021-10-17 01:37:26.000000+00:00\", \"2019-11-07 20:32:36.000000+00:00\", \"2020-08-31 05:36:57.000000+00:00\", \"2021-06-10 06:57:33.000000+00:00\", \"2019-08-10 07:50:59.000000+00:00\", \"2021-08-15 20:46:36.000000+00:00\", \"2021-08-15 00:11:57.000000+00:00\"], \"session_ids\": [\"56a7c0e7-da24-496a-8cf9-f4195e2d0e46\", \"b1da1875-9b66-4ca8-9192-29da9f2a7d80\", \"89c4a7a4-9227-4159-8935-b8458953bb4f\", \"8dc461e8-7361-4f80-91be-ab2f9877e2a9\", \"47c4665c-1fe3-46c3-a439-58df9f5ba2ee\", \"77380c0a-2260-4a1e-ba23-ab2b6ca9d703\", \"b29ff117-27ed-4f7c-8947-14643209e6cb\", \"f81b22d7-2413-4d64-9d88-01029726ed75\", \"dff85aa9-32a4-481d-9295-0f22e3269b87\"], \"total_duration\": 2290.0, \"total_sessions\": 9, \"mean_week_duration\": 20.088}, \"17917\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-07-29 12:08:42.000000+00:00\", \"2022-09-21 11:48:12.000000+00:00\", \"2020-04-12 01:19:38.000000+00:00\"], \"session_ids\": [\"fe26137f-f4b0-45d2-8ee3-4ff67a62b036\", \"bf0c594e-9493-44b3-ae64-aecef898af5e\", \"e0d82c0d-d253-496b-96a9-edde3133546a\"], \"total_duration\": 940.0, \"total_sessions\": 3, \"mean_week_duration\": 5.697}, \"22562\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-12-25 07:22:16.000000+00:00\", \"2021-07-09 01:22:00.000000+00:00\", \"2022-09-19 00:20:36.000000+00:00\"], \"session_ids\": [\"8580aa2a-3bdf-4b3c-9f4c-ed0f2d814a68\", \"998171a1-d845-4b59-9fe5-2c62a100df1d\", \"bc0136f4-814b-438d-922d-42bb751a1c46\"], \"total_duration\": 927.0, \"total_sessions\": 3, \"mean_week_duration\": 10.187}}\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[{\"2850\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-08-27 08:21:58.000000+00:00\", \"2020-03-10 00:36:06.000000+00:00\", \"2021-10-17 01:37:26.000000+00:00\", \"2019-11-07 20:32:36.000000+00:00\", \"2020-08-31 05:36:57.000000+00:00\", \"2021-06-10 06:57:33.000000+00:00\", \"2019-08-10 07:50:59.000000+00:00\", \"2021-08-15 20:46:36.000000+00:00\", \"2021-08-15 00:11:57.000000+00:00\"], \"session_ids\": [\"56a7c0e7-da24-496a-8cf9-f4195e2d0e46\", \"b1da1875-9b66-4ca8-9192-29da9f2a7d80\", \"89c4a7a4-9227-4159-8935-b8458953bb4f\", \"8dc461e8-7361-4f80-91be-ab2f9877e2a9\", \"47c4665c-1fe3-46c3-a439-58df9f5ba2ee\", \"77380c0a-2260-4a1e-ba23-ab2b6ca9d703\", \"b29ff117-27ed-4f7c-8947-14643209e6cb\", \"f81b22d7-2413-4d64-9d88-01029726ed75\", \"dff85aa9-32a4-481d-9295-0f22e3269b87\"], \"total_duration\": 2290.0, \"total_sessions\": 9, \"mean_week_duration\": 20.088}}, {\"4603\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-11-25 15:17:25.000000+00:00\", \"2020-03-15 09:29:12.000000+00:00\", \"2019-08-14 10:12:53.000000+00:00\", \"2022-10-24 14:43:48.000000+00:00\", \"2022-02-28 04:18:39.000000+00:00\", \"2021-09-20 13:11:13.000000+00:00\", \"2020-12-29 19:15:06.000000+00:00\", \"2022-04-21 16:43:06.000000+00:00\", \"2021-08-10 01:06:18.000000+00:00\", \"2023-04-05 22:36:13.000000+00:00\"], \"session_ids\": [\"4341bc16-2f67-4659-bdfa-a47feb8a1bc6\", \"c37bdc52-481d-434b-8f75-91f81812ffaa\", \"8c0b45a5-5bfd-4a17-b11a-eb8736bcc4a8\", \"7e6d8b64-6408-48d5-9491-36c748cfbd35\", \"087feba7-2b4f-479e-ae3a-8a89167ed735\", \"ee309e0a-2d22-40aa-ba5b-a4e3409283e5\", \"1b9c3e4a-c435-4dd2-a9fa-a8ef66932485\", \"a55697ab-21f5-48c5-b042-4e25edfe5541\", \"86931b21-5ef9-40c3-898f-620ca8d3c1c3\", \"19fda05c-9968-4b57-8b15-830de56d5480\"], \"total_duration\": 1502.0, \"total_sessions\": 10, \"mean_week_duration\": 7.905}}, {\"17917\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-07-29 12:08:42.000000+00:00\", \"2022-09-21 11:48:12.000000+00:00\", \"2020-04-12 01:19:38.000000+00:00\"], \"session_ids\": [\"fe26137f-f4b0-45d2-8ee3-4ff67a62b036\", \"bf0c594e-9493-44b3-ae64-aecef898af5e\", \"e0d82c0d-d253-496b-96a9-edde3133546a\"], \"total_duration\": 940.0, \"total_sessions\": 3, \"mean_week_duration\": 5.697}}, {\"22562\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-12-25 07:22:16.000000+00:00\", \"2021-07-09 01:22:00.000000+00:00\", \"2022-09-19 00:20:36.000000+00:00\"], \"session_ids\": [\"8580aa2a-3bdf-4b3c-9f4c-ed0f2d814a68\", \"998171a1-d845-4b59-9fe5-2c62a100df1d\", \"bc0136f4-814b-438d-922d-42bb751a1c46\"], \"total_duration\": 927.0, \"total_sessions\": 3, \"mean_week_duration\": 10.187}}, {\"55246\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-03-29 18:44:46.000000+00:00\", \"2022-12-26 12:33:55.000000+00:00\", \"2019-07-08 05:44:55.000000+00:00\"], \"session_ids\": [\"aeb106ec-f69f-4bac-977d-7e445f10986c\", \"e41abac0-4dbe-4761-ba6d-3b3f6b3ae8fb\", \"884e3912-c289-45cb-be62-fad995383eed\"], \"total_duration\": 136.0, \"total_sessions\": 3, \"mean_week_duration\": 0.751}}, {\"64191\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-11-23 03:01:47.000000+00:00\", \"2022-12-23 01:25:17.000000+00:00\", \"2021-03-17 11:38:34.000000+00:00\", \"2021-03-03 14:10:50.000000+00:00\", \"2021-04-28 01:19:50.000000+00:00\"], \"session_ids\": [\"2ee1f44a-7d42-423b-9ac7-55f0683be64b\", \"89d9010c-8534-4c44-86c6-3767f693c61a\", \"1c3332db-3e9a-469e-9296-efef9a71cbc6\", \"1a25ecb6-57fb-48cf-8256-1d6db3ec95b4\", \"42dce153-b235-4141-8046-87405f1e6b6d\"], \"total_duration\": 92.0, \"total_sessions\": 5, \"mean_week_duration\": 0.968}}]\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[{\"2850\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-08-27 08:21:58.000000+00:00\", \"2020-03-10 00:36:06.000000+00:00\", \"2021-10-17 01:37:26.000000+00:00\", \"2019-11-07 20:32:36.000000+00:00\", \"2020-08-31 05:36:57.000000+00:00\", \"2021-06-10 06:57:33.000000+00:00\", \"2019-08-10 07:50:59.000000+00:00\", \"2021-08-15 20:46:36.000000+00:00\", \"2021-08-15 00:11:57.000000+00:00\"], \"session_ids\": [\"56a7c0e7-da24-496a-8cf9-f4195e2d0e46\", \"b1da1875-9b66-4ca8-9192-29da9f2a7d80\", \"89c4a7a4-9227-4159-8935-b8458953bb4f\", \"8dc461e8-7361-4f80-91be-ab2f9877e2a9\", \"47c4665c-1fe3-46c3-a439-58df9f5ba2ee\", \"77380c0a-2260-4a1e-ba23-ab2b6ca9d703\", \"b29ff117-27ed-4f7c-8947-14643209e6cb\", \"f81b22d7-2413-4d64-9d88-01029726ed75\", \"dff85aa9-32a4-481d-9295-0f22e3269b87\"], \"total_duration\": 2290.0, \"total_sessions\": 9, \"mean_week_duration\": 20.088}}, {\"4603\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-11-25 15:17:25.000000+00:00\", \"2020-03-15 09:29:12.000000+00:00\", \"2019-08-14 10:12:53.000000+00:00\", \"2022-10-24 14:43:48.000000+00:00\", \"2022-02-28 04:18:39.000000+00:00\", \"2021-09-20 13:11:13.000000+00:00\", \"2020-12-29 19:15:06.000000+00:00\", \"2022-04-21 16:43:06.000000+00:00\", \"2021-08-10 01:06:18.000000+00:00\", \"2023-04-05 22:36:13.000000+00:00\"], \"session_ids\": [\"4341bc16-2f67-4659-bdfa-a47feb8a1bc6\", \"c37bdc52-481d-434b-8f75-91f81812ffaa\", \"8c0b45a5-5bfd-4a17-b11a-eb8736bcc4a8\", \"7e6d8b64-6408-48d5-9491-36c748cfbd35\", \"087feba7-2b4f-479e-ae3a-8a89167ed735\", \"ee309e0a-2d22-40aa-ba5b-a4e3409283e5\", \"1b9c3e4a-c435-4dd2-a9fa-a8ef66932485\", \"a55697ab-21f5-48c5-b042-4e25edfe5541\", \"86931b21-5ef9-40c3-898f-620ca8d3c1c3\", \"19fda05c-9968-4b57-8b15-830de56d5480\"], \"total_duration\": 1502.0, \"total_sessions\": 10, \"mean_week_duration\": 7.905}}, {\"17917\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-07-29 12:08:42.000000+00:00\", \"2022-09-21 11:48:12.000000+00:00\", \"2020-04-12 01:19:38.000000+00:00\"], \"session_ids\": [\"fe26137f-f4b0-45d2-8ee3-4ff67a62b036\", \"bf0c594e-9493-44b3-ae64-aecef898af5e\", \"e0d82c0d-d253-496b-96a9-edde3133546a\"], \"total_duration\": 940.0, \"total_sessions\": 3, \"mean_week_duration\": 5.697}}, {\"22562\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-12-25 07:22:16.000000+00:00\", \"2021-07-09 01:22:00.000000+00:00\", \"2022-09-19 00:20:36.000000+00:00\"], \"session_ids\": [\"8580aa2a-3bdf-4b3c-9f4c-ed0f2d814a68\", \"998171a1-d845-4b59-9fe5-2c62a100df1d\", \"bc0136f4-814b-438d-922d-42bb751a1c46\"], \"total_duration\": 927.0, \"total_sessions\": 3, \"mean_week_duration\": 10.187}}, {\"55246\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-03-29 18:44:46.000000+00:00\", \"2022-12-26 12:33:55.000000+00:00\", \"2019-07-08 05:44:55.000000+00:00\"], \"session_ids\": [\"aeb106ec-f69f-4bac-977d-7e445f10986c\", \"e41abac0-4dbe-4761-ba6d-3b3f6b3ae8fb\", \"884e3912-c289-45cb-be62-fad995383eed\"], \"total_duration\": 136.0, \"total_sessions\": 3, \"mean_week_duration\": 0.751}}, {\"64191\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-11-23 03:01:47.000000+00:00\", \"2022-12-23 01:25:17.000000+00:00\", \"2021-03-17 11:38:34.000000+00:00\", \"2021-03-03 14:10:50.000000+00:00\", \"2021-04-28 01:19:50.000000+00:00\"], \"session_ids\": [\"2ee1f44a-7d42-423b-9ac7-55f0683be64b\", \"89d9010c-8534-4c44-86c6-3767f693c61a\", \"1c3332db-3e9a-469e-9296-efef9a71cbc6\", \"1a25ecb6-57fb-48cf-8256-1d6db3ec95b4\", \"42dce153-b235-4141-8046-87405f1e6b6d\"], \"total_duration\": 92.0, \"total_sessions\": 5, \"mean_week_duration\": 0.968}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about users whose total sessions is same as 3 and apply sorting by aver of time using the app per week from the smallest value to the largest value in addition keep only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"80035\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-10-01 01:37:36.000000+00:00\", \"2021-03-21 06:58:29.000000+00:00\"], \"session_ids\": [\"3c6631c5-b6bd-43af-9a53-a2e4fda60551\", \"c6f78521-6a5e-476d-8f66-3b7bd642d690\"], \"total_duration\": 253.0, \"total_sessions\": 2, \"mean_week_duration\": 3.286}, \"68227\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-03-21 07:06:53.000000+00:00\", \"2022-07-24 09:53:30.000000+00:00\"], \"session_ids\": [\"64dd68e0-9f72-432f-9478-8fdc990ac05d\", \"8f184bc5-b5c8-470f-b0b7-f33deddf6d73\"], \"total_duration\": 310.0, \"total_sessions\": 2, \"mean_week_duration\": 4.429}, \"7855\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-10-14 09:26:20.000000+00:00\", \"2021-10-08 07:33:23.000000+00:00\", \"2019-11-25 00:57:17.000000+00:00\", \"2022-11-04 12:25:28.000000+00:00\", \"2020-07-18 14:59:55.000000+00:00\", \"2022-08-07 07:31:08.000000+00:00\", \"2020-10-17 11:15:23.000000+00:00\"], \"session_ids\": [\"3e1992f9-f9d8-4ca3-baaf-3ef9d3d55970\", \"e65cff8a-8c28-4fce-9a3f-cfef469e0cc3\", \"ff7b1198-f54e-4f21-8fef-f295cdc5d299\", \"1f29577f-69cb-41e3-88ef-56ca1981613d\", \"79222b7e-f638-4636-868f-6c7447e83a98\", \"95055f95-6124-4baa-ad97-64404ae4fffc\", \"6c0d1082-83fd-47f0-bd6c-179895cdaa5a\"], \"total_duration\": 75.0, \"total_sessions\": 7, \"mean_week_duration\": 0.469}, \"50983\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-07-02 16:26:38.000000+00:00\", \"2020-12-19 11:29:50.000000+00:00\"], \"session_ids\": [\"595913a7-561c-4cf2-9487-da3d04fe2eaa\", \"f298dade-2c58-4891-8c13-e03c7784d8f2\"], \"total_duration\": 186.0, \"total_sessions\": 2, \"mean_week_duration\": 2.416}, \"90513\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 4, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-10-01 04:56:28.000000+00:00\", \"2022-01-11 20:32:27.000000+00:00\"], \"session_ids\": [\"80e18b6d-9943-4c0b-be47-8db36ca639ee\", \"994727b8-8454-4553-aa6b-f6ea993c9a93\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 1.533}, \"20921\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-11-05 03:20:27.000000+00:00\", \"2020-06-14 22:34:47.000000+00:00\"], \"session_ids\": [\"dd088f6a-b457-4c8e-b006-3a1022addc64\", \"4b4be857-1271-4144-a076-375f898fab58\"], \"total_duration\": 138.0, \"total_sessions\": 2, \"mean_week_duration\": 4.312}, \"85855\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-02 12:58:19.000000+00:00\", \"2021-09-03 10:37:19.000000+00:00\", \"2022-12-11 10:52:32.000000+00:00\", \"2021-11-13 08:42:33.000000+00:00\", \"2020-12-31 21:22:47.000000+00:00\"], \"session_ids\": [\"46b8cd92-2a49-4c12-a3c9-b8a1d181c772\", \"68ad80e3-bdee-44bc-889c-e82001569940\", \"c2d0b890-aae8-4a29-aa0f-ee718c0c7ef1\", \"dd15549a-e584-4f7b-ad72-599bc6fceb0e\", \"aa1a8185-b4e0-4bd6-b315-7f5d714e6008\"], \"total_duration\": 441.0, \"total_sessions\": 5, \"mean_week_duration\": 2.864}, \"69970\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-03-15 14:09:45.000000+00:00\", \"2023-04-26 00:47:58.000000+00:00\"], \"session_ids\": [\"fa61a4f1-9aad-48cd-8117-85a075a02685\", \"61aa3352-2541-422a-b291-7843b1870239\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 73.0}, \"48018\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 8, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-05-28 13:20:59.000000+00:00\", \"2021-09-24 11:59:19.000000+00:00\", \"2022-12-30 16:36:38.000000+00:00\", \"2021-08-10 13:14:37.000000+00:00\", \"2021-03-27 00:09:35.000000+00:00\"], \"session_ids\": [\"5d8ddb45-65a0-423a-8e7a-32923b42171c\", \"56426d56-a7f6-4d68-8597-c01e4a0e37c4\", \"113beff1-890c-4bb0-873d-7d382e7ddffe\", \"e4c5b7ee-988c-425b-9eb9-b75274767c1c\", \"d7e492c7-2072-4dfa-91bd-3572c9d92496\"], \"total_duration\": 99.0, \"total_sessions\": 5, \"mean_week_duration\": 1.076}, \"44699\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-04-29 22:46:00.000000+00:00\", \"2019-11-04 04:50:44.000000+00:00\", \"2022-09-05 20:49:36.000000+00:00\", \"2022-05-02 10:17:40.000000+00:00\"], \"session_ids\": [\"c7b5f767-d3a6-4ee9-be18-c3d7b011f37a\", \"661fec45-638c-4485-b626-7f955b13d040\", \"eb8fe2f2-9350-4f44-ab1a-58ba0df5e2b5\", \"d7e1b42a-48bf-41ad-8a98-8693badf0f2e\"], \"total_duration\": 1286.0, \"total_sessions\": 4, \"mean_week_duration\": 7.349}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are 3"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"==\"]]}, \"all_values\": {\"total_sessions\": [[3, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\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": "Display users pieces of information who are users with smallest value of time spent on the site plus perform sorting by app usage time desc also provide me only with 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{\"19945\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-07-30 20:10:08.000000+00:00\", \"2022-11-06 04:47:58.000000+00:00\", \"2023-04-13 08:05:37.000000+00:00\", \"2021-01-27 02:30:14.000000+00:00\"], \"session_ids\": [\"3b98e68e-51ce-4618-b855-a319aae451de\", \"073ba557-9538-4f67-8ab9-1f6383f51f0f\", \"ae2bcbde-1c55-4611-8fee-8a5791502a15\", \"10067d2e-979a-4050-aa02-1125fd38d164\"], \"total_duration\": 1292.0, \"total_sessions\": 4, \"mean_week_duration\": 6.66}, \"13397\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-11-16 00:57:43.000000+00:00\", \"2022-07-20 22:01:30.000000+00:00\"], \"session_ids\": [\"e981da69-6de4-4baa-aead-95e94c084db8\", \"a560dc79-f4cf-4ccc-8895-e83a9908c634\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 10.176}, \"31231\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-12-15 18:25:55.000000+00:00\", \"2022-11-17 16:14:54.000000+00:00\"], \"session_ids\": [\"e1339c7a-8055-4048-8887-0567e7fed71d\", \"37ddd32c-1b6e-472d-a8e7-1a67bca68031\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 34.75}, \"64535\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-02-28 02:53:20.000000+00:00\", \"2019-10-01 01:32:00.000000+00:00\", \"2020-12-08 04:00:17.000000+00:00\", \"2019-12-11 04:11:36.000000+00:00\", \"2022-01-25 11:13:54.000000+00:00\", \"2020-03-15 15:23:29.000000+00:00\"], \"session_ids\": [\"0093aa19-3ead-4f77-8cac-180ea28f540f\", \"90dee846-4ce0-401a-9827-6fa0c6e7210b\", \"756c4124-9082-45a2-8283-473563fcfadb\", \"57335798-a11d-4064-be1e-9999bc7c66da\", \"6918e941-65f6-400f-a18f-5155b04619b8\", \"4b97cb4e-7977-433f-8aec-624e355a75a7\"], \"total_duration\": 3752.0, \"total_sessions\": 6, \"mean_week_duration\": 31.008}, \"47167\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-11-14 16:35:37.000000+00:00\", \"2022-05-13 00:04:34.000000+00:00\", \"2021-03-12 19:41:16.000000+00:00\", \"2021-02-11 07:30:40.000000+00:00\"], \"session_ids\": [\"20b87520-0095-4dc5-9ef6-46c7af22c0ba\", \"4c0fab7c-be75-4217-bd8a-65e24ad46685\", \"f6c23374-e45b-463d-b572-c7632626514f\", \"08975b99-9fe3-4acd-b7b2-5586febe635f\"], \"total_duration\": 1734.0, \"total_sessions\": 4, \"mean_week_duration\": 22.231}, \"49944\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-10-25 06:19:42.000000+00:00\", \"2022-12-03 15:27:40.000000+00:00\", \"2020-06-13 02:11:26.000000+00:00\"], \"session_ids\": [\"f96f431e-3d8f-421f-864b-a1dd37fcfd6b\", \"804d6533-daf9-4345-aab0-3c04b9e07a53\", \"ec445446-260d-4242-a4d0-13480f92a05b\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 0.399}, \"76817\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-01-04 21:56:13.000000+00:00\", \"2023-02-04 10:42:04.000000+00:00\"], \"session_ids\": [\"3b85240f-feeb-4e04-9fdf-11c4a764fdf3\", \"10914cb1-7eb1-439d-af76-b52d00be013d\"], \"total_duration\": 337.0, \"total_sessions\": 2, \"mean_week_duration\": 3.092}, \"14485\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-11-06 12:06:36.000000+00:00\", \"2022-03-26 08:09:02.000000+00:00\"], \"session_ids\": [\"3e33d671-a034-4a46-b807-154e87515380\", \"0eb74788-3079-4fcd-8b53-1494ef21ea8c\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.472}, \"81162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-03-17 07:03:01.000000+00:00\", \"2022-04-23 09:54:50.000000+00:00\"], \"session_ids\": [\"852dcd02-adc1-4a2e-87e4-6c641e1457b7\", \"2630dd35-5bf5-499b-9586-86d654a08307\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 0.741}, \"24663\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-07-17 10:48:23.000000+00:00\", \"2021-01-19 22:44:07.000000+00:00\", \"2021-07-31 22:50:18.000000+00:00\", \"2022-11-19 09:44:18.000000+00:00\"], \"session_ids\": [\"69cfa156-a7ff-43c2-a2b7-2ba76f3410b3\", \"ba92918d-6d46-4622-90cf-ef46f6806765\", \"2a289ea7-c194-4f54-8e6c-5cd8357528e0\", \"f72c2f31-b281-42a1-b5ae-8c0e4e672859\"], \"total_duration\": 288.0, \"total_sessions\": 4, \"mean_week_duration\": 1.646}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the lowest total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": false, \"quant_to_remain\": -1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"14485\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-11-06 12:06:36.000000+00:00\", \"2022-03-26 08:09:02.000000+00:00\"], \"session_ids\": [\"3e33d671-a034-4a46-b807-154e87515380\", \"0eb74788-3079-4fcd-8b53-1494ef21ea8c\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.472}}, {\"49944\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-10-25 06:19:42.000000+00:00\", \"2022-12-03 15:27:40.000000+00:00\", \"2020-06-13 02:11:26.000000+00:00\"], \"session_ids\": [\"f96f431e-3d8f-421f-864b-a1dd37fcfd6b\", \"804d6533-daf9-4345-aab0-3c04b9e07a53\", \"ec445446-260d-4242-a4d0-13480f92a05b\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 0.399}}, {\"81162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-03-17 07:03:01.000000+00:00\", \"2022-04-23 09:54:50.000000+00:00\"], \"session_ids\": [\"852dcd02-adc1-4a2e-87e4-6c641e1457b7\", \"2630dd35-5bf5-499b-9586-86d654a08307\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 0.741}}]\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[{\"81162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-03-17 07:03:01.000000+00:00\", \"2022-04-23 09:54:50.000000+00:00\"], \"session_ids\": [\"852dcd02-adc1-4a2e-87e4-6c641e1457b7\", \"2630dd35-5bf5-499b-9586-86d654a08307\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 0.741}}, {\"49944\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-10-25 06:19:42.000000+00:00\", \"2022-12-03 15:27:40.000000+00:00\", \"2020-06-13 02:11:26.000000+00:00\"], \"session_ids\": [\"f96f431e-3d8f-421f-864b-a1dd37fcfd6b\", \"804d6533-daf9-4345-aab0-3c04b9e07a53\", \"ec445446-260d-4242-a4d0-13480f92a05b\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 0.399}}, {\"14485\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-11-06 12:06:36.000000+00:00\", \"2022-03-26 08:09:02.000000+00:00\"], \"session_ids\": [\"3e33d671-a034-4a46-b807-154e87515380\", \"0eb74788-3079-4fcd-8b53-1494ef21ea8c\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.472}}]\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[{\"81162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-03-17 07:03:01.000000+00:00\", \"2022-04-23 09:54:50.000000+00:00\"], \"session_ids\": [\"852dcd02-adc1-4a2e-87e4-6c641e1457b7\", \"2630dd35-5bf5-499b-9586-86d654a08307\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 0.741}}, {\"49944\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-10-25 06:19:42.000000+00:00\", \"2022-12-03 15:27:40.000000+00:00\", \"2020-06-13 02:11:26.000000+00:00\"], \"session_ids\": [\"f96f431e-3d8f-421f-864b-a1dd37fcfd6b\", \"804d6533-daf9-4345-aab0-3c04b9e07a53\", \"ec445446-260d-4242-a4d0-13480f92a05b\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 0.399}}, {\"14485\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-11-06 12:06:36.000000+00:00\", \"2022-03-26 08:09:02.000000+00:00\"], \"session_ids\": [\"3e33d671-a034-4a46-b807-154e87515380\", \"0eb74788-3079-4fcd-8b53-1494ef21ea8c\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.472}}]\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[{\"81162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-03-17 07:03:01.000000+00:00\", \"2022-04-23 09:54:50.000000+00:00\"], \"session_ids\": [\"852dcd02-adc1-4a2e-87e4-6c641e1457b7\", \"2630dd35-5bf5-499b-9586-86d654a08307\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 0.741}}, {\"49944\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-10-25 06:19:42.000000+00:00\", \"2022-12-03 15:27:40.000000+00:00\", \"2020-06-13 02:11:26.000000+00:00\"], \"session_ids\": [\"f96f431e-3d8f-421f-864b-a1dd37fcfd6b\", \"804d6533-daf9-4345-aab0-3c04b9e07a53\", \"ec445446-260d-4242-a4d0-13480f92a05b\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 0.399}}, {\"14485\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-11-06 12:06:36.000000+00:00\", \"2022-03-26 08:09:02.000000+00:00\"], \"session_ids\": [\"3e33d671-a034-4a46-b807-154e87515380\", \"0eb74788-3079-4fcd-8b53-1494ef21ea8c\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.472}}]\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 user whose duration summation of sessions per week is same as 16 and implement sorting by overall sessions count form the highest value to the lowest value."
}
] |
[
{
"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{\"20589\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-05-13 23:50:24.000000+00:00\", \"2019-02-06 06:54:13.000000+00:00\"], \"session_ids\": [\"cd9ccb60-10ee-4d11-9deb-d1c932a20090\", \"cd45d945-0373-47cb-bd32-26fa170170ff\"], \"total_duration\": 424.0, \"total_sessions\": 2, \"mean_week_duration\": 2.48}, \"9531\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-02-28 22:33:58.000000+00:00\", \"2019-05-15 22:01:07.000000+00:00\", \"2019-11-08 03:06:55.000000+00:00\"], \"session_ids\": [\"1a954444-7474-4944-92b9-641c168c85f5\", \"0d3d6b1c-edb2-4cf1-b5ab-6e112e7a3fe2\", \"9ee6a283-b955-4b60-8b4a-68e0511ab79b\"], \"total_duration\": 253.0, \"total_sessions\": 3, \"mean_week_duration\": 7.028}, \"26015\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-08-29 04:54:34.000000+00:00\", \"2022-11-12 18:11:58.000000+00:00\"], \"session_ids\": [\"7335346d-bc6d-4a10-814f-2c3620fa1e28\", \"f250c73a-b727-46ac-9f1d-bfeabb3d5227\"], \"total_duration\": 394.0, \"total_sessions\": 2, \"mean_week_duration\": 3.426}, \"74113\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-05-01 20:47:08.000000+00:00\", \"2022-03-14 05:44:44.000000+00:00\"], \"session_ids\": [\"60a97a86-db6f-4c3e-9c83-10f3d26ca98e\", \"b23977d1-5e05-4acf-b012-1ee7549e6a54\"], \"total_duration\": 239.0, \"total_sessions\": 2, \"mean_week_duration\": 1.593}, \"53915\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 8}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-02-17 16:58:12.000000+00:00\", \"2022-06-09 15:06:04.000000+00:00\"], \"session_ids\": [\"7afadfaf-78de-49ad-baff-20e5a21aa11e\", \"3427911a-be3d-47e0-a985-779c89210c08\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 2.529}, \"13405\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-01-06 19:04:52.000000+00:00\", \"2020-12-08 03:35:48.000000+00:00\"], \"session_ids\": [\"6cfd3fb0-4c8c-4981-abad-ab323ceb01fc\", \"72a34e9a-fc75-4b66-ac0c-999632927093\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 22.8}, \"82131\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-11-26 15:52:56.000000+00:00\", \"2023-06-19 03:31:55.000000+00:00\", \"2023-04-16 07:25:17.000000+00:00\", \"2022-01-23 03:21:06.000000+00:00\"], \"session_ids\": [\"c0c39dc3-5be6-4ad9-b9e7-0a00efca4d78\", \"dc064717-1622-48a6-8a04-61b1cb08fb64\", \"2f717c2e-290d-47c9-9917-c40ab7aec72e\", \"ed099fe5-980b-4fae-993b-00aa65268c1b\"], \"total_duration\": 1449.0, \"total_sessions\": 4, \"mean_week_duration\": 7.79}, \"43303\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-12-11 23:07:48.000000+00:00\", \"2019-04-17 15:40:47.000000+00:00\"], \"session_ids\": [\"cd12065d-dcd2-4ee7-90d7-281bf559ebc7\", \"18466081-9ba1-4fd3-ac97-9ef81996f2b4\"], \"total_duration\": 191.0, \"total_sessions\": 2, \"mean_week_duration\": 1.374}, \"82070\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-12 16:53:55.000000+00:00\", \"2021-01-02 03:07:05.000000+00:00\", \"2022-10-03 20:06:40.000000+00:00\", \"2021-10-22 14:24:35.000000+00:00\", \"2021-10-17 23:22:32.000000+00:00\", \"2021-02-14 19:00:14.000000+00:00\", \"2020-12-10 21:33:30.000000+00:00\", \"2023-04-10 03:23:58.000000+00:00\", \"2021-02-21 12:42:37.000000+00:00\", \"2021-06-25 05:09:38.000000+00:00\", \"2022-03-24 00:04:29.000000+00:00\"], \"session_ids\": [\"a0346a16-a28a-4328-94b2-a7bfa846936d\", \"6c2fe87d-80ef-4d5e-8506-9eef1e52cddb\", \"5ef9e45d-15a5-4fa2-8cc4-852396598eb5\", \"6f56c075-dea3-4f99-9675-0755fa135f77\", \"297c9d13-6095-446c-a667-1abe95315fec\", \"4abe24b7-bfc5-45ef-9abd-341253e28b26\", \"5cbba001-02a0-46e9-acfe-f88ebc6349e1\", \"784f7ccb-ba75-40cc-b62f-7de6eb3f1ee6\", \"0312be3e-3d20-499b-8acd-a4101bc7fb68\", \"397df475-fdc1-4909-b989-7b812d5e72e7\", \"423ae866-aa60-4dce-8194-c2fb0e960650\"], \"total_duration\": 2001.0, \"total_sessions\": 11, \"mean_week_duration\": 10.209}, \"46141\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-29 07:36:39.000000+00:00\", \"2022-10-20 16:24:11.000000+00:00\"], \"session_ids\": [\"09fb7cde-df49-4ff3-a467-280b03a8356c\", \"ebe50d8e-cc4b-4722-a0cd-ae149eb1aed4\"], \"total_duration\": 334.0, \"total_sessions\": 2, \"mean_week_duration\": 4.575}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are 16"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[16, 33]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about 5 users with a mean week duration that is above 8 and below 33, exclusive 8 inclusive 33 additionaly put to use sorting by name of the town in asc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"53146\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-06-22 23:45:12.000000+00:00\", \"2022-12-12 22:57:35.000000+00:00\", \"2019-09-17 14:48:33.000000+00:00\"], \"session_ids\": [\"88249ea9-c66d-4f1c-a7e1-59e4d1e59d7d\", \"6d4c7f7a-799e-4226-a756-a551c25d83a1\", \"3cbcc074-c06b-432d-9fcb-37c9c66bd17f\"], \"total_duration\": 39.0, \"total_sessions\": 3, \"mean_week_duration\": 0.198}, \"55106\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-06-08 20:57:47.000000+00:00\", \"2020-12-28 06:45:01.000000+00:00\"], \"session_ids\": [\"e1a4720d-4df4-4d2e-9d1b-02529498944f\", \"371fbd4d-1721-47dd-8c6a-3c2300338f62\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 4.552}, \"89952\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-06-01 17:23:07.000000+00:00\", \"2023-01-24 18:43:00.000000+00:00\", \"2022-01-21 09:34:16.000000+00:00\"], \"session_ids\": [\"6b9c1867-c9f0-4724-a382-235c3358b359\", \"12d0a558-a1f5-444a-8b1c-d9a2702f0da8\", \"16334452-e162-4c24-a667-0994e7797610\"], \"total_duration\": 48.0, \"total_sessions\": 3, \"mean_week_duration\": 0.676}, \"77034\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-12-18 02:47:01.000000+00:00\", \"2019-02-02 23:28:29.000000+00:00\"], \"session_ids\": [\"c3670737-b9d9-4e8e-b0dc-73917ae9bea1\", \"7fdb6ed0-dd57-4dcb-983c-c78b18a53629\"], \"total_duration\": 108.0, \"total_sessions\": 2, \"mean_week_duration\": 2.348}, \"3491\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-07-10 03:58:54.000000+00:00\", \"2019-11-11 15:39:18.000000+00:00\", \"2022-07-26 15:49:24.000000+00:00\"], \"session_ids\": [\"afd5838e-5569-49f8-b3d2-6dc6143ceb50\", \"29d99675-d418-41d6-8693-2c3d6fc26ab8\", \"1c51104b-8906-44eb-a632-fce16a822b4c\"], \"total_duration\": 890.0, \"total_sessions\": 3, \"mean_week_duration\": 5.597}, \"44203\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-02-19 05:45:48.000000+00:00\", \"2021-06-22 04:03:48.000000+00:00\"], \"session_ids\": [\"ff9aa310-4fae-473e-a7f5-2270982d7459\", \"5c58c605-9c43-4616-9efa-40f9e457bc45\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 2.714}, \"11920\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-09-27 16:32:34.000000+00:00\", \"2020-12-26 11:05:45.000000+00:00\", \"2022-01-06 01:57:29.000000+00:00\"], \"session_ids\": [\"166c6392-2966-4168-a08f-0f523d5fd6b1\", \"2fba9ece-b620-4a0e-9410-360ac284a2c1\", \"db9d2084-2019-407d-9cd5-e7b7b4e2ca8e\"], \"total_duration\": 308.0, \"total_sessions\": 3, \"mean_week_duration\": 4.597}, \"52061\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-09-16 16:02:47.000000+00:00\", \"2019-09-01 13:33:19.000000+00:00\"], \"session_ids\": [\"9b7c5385-8d24-49d4-977e-02b16aaaef1e\", \"99a9d658-acd4-41d0-ada5-9159407e760b\"], \"total_duration\": 221.0, \"total_sessions\": 2, \"mean_week_duration\": 73.667}, \"61992\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-01-07 06:00:34.000000+00:00\", \"2023-03-16 10:58:51.000000+00:00\"], \"session_ids\": [\"1293c7e9-f91e-4d51-9530-5a8e22e4f77f\", \"d008bdec-8d41-43bf-bc73-2f6639a91306\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.219}, \"32298\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-27 20:24:27.000000+00:00\", \"2020-11-09 23:26:47.000000+00:00\", \"2019-02-17 22:28:00.000000+00:00\", \"2021-07-17 20:06:24.000000+00:00\"], \"session_ids\": [\"f5efd4de-c41c-45b0-8163-ab47cd5bad16\", \"04799444-68db-44b4-b5ab-0117c4d230f8\", \"31bf4cfb-7c43-49a7-adcf-63e0cfdb405f\", \"66658149-b5b3-4c57-ada3-fa2c7a5678d3\"], \"total_duration\": 317.0, \"total_sessions\": 4, \"mean_week_duration\": 2.516}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are greater than 8 and are equal or less than 33"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[8, 33]]}}}\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": "Tell me what you know about 3 users with a duration total that is higher than 3157 and lower than 150 , moreover implement sorting by name of the city descendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"42727\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-22 14:08:39.000000+00:00\", \"2023-02-08 00:40:22.000000+00:00\", \"2019-10-01 04:01:38.000000+00:00\", \"2021-06-09 13:47:15.000000+00:00\", \"2021-01-24 22:16:37.000000+00:00\", \"2020-04-05 09:56:01.000000+00:00\"], \"session_ids\": [\"cd5e2f42-be9a-496e-96a8-43a60915535d\", \"ea09f174-b30a-41d8-a0c6-6737e37204d9\", \"0c95c449-9d48-4d23-93fc-90eda19dae59\", \"091a9028-be86-4dbe-85b3-f6422d9d7da2\", \"2550c429-a80b-4eb3-b72d-ee7ccbc57a8c\", \"1c3eab92-86b7-4aa2-9972-7b72d79678c4\"], \"total_duration\": 971.0, \"total_sessions\": 6, \"mean_week_duration\": 5.549}, \"56437\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-26 07:55:49.000000+00:00\", \"2019-11-04 14:12:11.000000+00:00\", \"2019-11-01 22:06:03.000000+00:00\"], \"session_ids\": [\"8b9c380a-02d2-4d93-9770-b30f5b3375f9\", \"cb088c11-f3a0-405a-aff4-2b830f68b4a6\", \"ff3582ac-1460-4efd-8027-8a4147647194\"], \"total_duration\": 1004.0, \"total_sessions\": 3, \"mean_week_duration\": 10.568}, \"78749\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-02-24 08:17:02.000000+00:00\", \"2023-03-07 23:33:31.000000+00:00\", \"2022-03-28 06:11:56.000000+00:00\", \"2022-07-22 20:01:48.000000+00:00\"], \"session_ids\": [\"5438135e-2abe-43d1-819f-208ab351ca05\", \"4b532e9d-78ab-4650-9cd7-bd454ecdfd5d\", \"c4efdf76-47fa-4e0b-a3dc-5fa6faef292b\", \"e5d94cdc-106b-43d2-8198-a267fae04fbb\"], \"total_duration\": 1057.0, \"total_sessions\": 4, \"mean_week_duration\": 21.14}, \"21266\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-02-06 07:09:16.000000+00:00\", \"2021-09-27 21:00:27.000000+00:00\", \"2022-05-09 10:42:31.000000+00:00\", \"2020-03-09 16:54:22.000000+00:00\"], \"session_ids\": [\"05066649-31dd-486e-ae2d-1aaf795624b1\", \"199e523b-5c0f-45a1-b9b8-542b496e9f95\", \"586e157e-ed3f-4c97-91ec-f2f5673ebe41\", \"501c5760-ac1a-48ce-a51e-7dd0c32cede5\"], \"total_duration\": 98.0, \"total_sessions\": 4, \"mean_week_duration\": 0.576}, \"83935\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-09-30 06:29:30.000000+00:00\", \"2021-02-21 16:41:11.000000+00:00\", \"2022-05-18 02:44:26.000000+00:00\", \"2022-04-19 19:14:01.000000+00:00\", \"2019-09-29 12:49:30.000000+00:00\", \"2022-04-05 03:11:51.000000+00:00\", \"2019-09-15 21:11:02.000000+00:00\"], \"session_ids\": [\"23e50fd5-03a1-4394-9ca9-6bbcd6510f6f\", \"68597882-46b5-40da-a8e7-fbafe1d6fc09\", \"238c3750-3017-4024-ae37-4238b4f45a35\", \"fc91e2a7-3010-4877-aed0-21336e61722c\", \"af1ec810-c293-4f90-bef0-4505321e4387\", \"841433c6-df2a-4f93-b36e-18d38084506d\", \"9ce09b02-dfa3-43aa-8074-824d1658b80d\"], \"total_duration\": 6127.0, \"total_sessions\": 7, \"mean_week_duration\": 43.764}, \"41134\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-07-10 17:13:36.000000+00:00\", \"2019-10-01 05:27:50.000000+00:00\"], \"session_ids\": [\"dd929fed-8e5c-40a9-8684-4034cd5f7fbc\", \"5858a9db-b209-43d0-8707-73820fe3d240\"], \"total_duration\": 419.0, \"total_sessions\": 2, \"mean_week_duration\": 2.89}, \"99928\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-01-18 10:35:17.000000+00:00\", \"2021-03-23 05:23:50.000000+00:00\"], \"session_ids\": [\"4f244c29-59d2-4be3-a24a-757dc68657b1\", \"4ac01058-1d1f-4449-bb87-323b360e7f60\"], \"total_duration\": 326.0, \"total_sessions\": 2, \"mean_week_duration\": 2.86}, \"40749\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-20 02:42:48.000000+00:00\", \"2021-07-07 07:24:45.000000+00:00\", \"2019-06-24 15:43:41.000000+00:00\", \"2022-12-24 12:25:24.000000+00:00\", \"2023-04-03 18:11:02.000000+00:00\", \"2021-09-15 19:59:02.000000+00:00\", \"2022-02-27 02:27:11.000000+00:00\", \"2021-10-29 02:43:31.000000+00:00\", \"2019-03-11 13:58:58.000000+00:00\", \"2019-10-10 17:13:42.000000+00:00\"], \"session_ids\": [\"735067fb-fe83-4155-86dd-2f14a043a1af\", \"d083cdc3-4b0d-4b69-ac84-c47cb56650a8\", \"dd790077-6a04-428f-b6ab-9a48fa67225a\", \"0e1275ff-61ad-4b50-b2e4-e963c9f17564\", \"bdc2801f-8f4e-4cdc-aff5-116d826cdabc\", \"41524f25-5d0a-4309-bb96-78d2f94534cb\", \"92e9de32-447c-4332-9c6f-e2a5826784bb\", \"4357dc0a-238e-4479-a2e3-43aab4dd92a1\", \"109c54c1-f00b-455c-bf69-e3970e7a0780\", \"09632c93-ab9c-44f5-8826-744f716a18fc\"], \"total_duration\": 39099.0, \"total_sessions\": 10, \"mean_week_duration\": 184.429}, \"96435\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-03-16 19:29:53.000000+00:00\", \"2022-11-16 23:56:27.000000+00:00\"], \"session_ids\": [\"e4d296bd-0cf3-44a3-ad01-dbec79ffb732\", \"d0502589-bcb1-4afd-9860-24f74b2e6d8b\"], \"total_duration\": 414.0, \"total_sessions\": 2, \"mean_week_duration\": 24.353}, \"60806\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-05-28 20:44:04.000000+00:00\", \"2022-06-08 09:10:08.000000+00:00\", \"2022-01-26 05:29:25.000000+00:00\", \"2019-02-26 15:14:07.000000+00:00\"], \"session_ids\": [\"687263ba-ce44-48a5-947a-1585e96694ca\", \"0331682b-c03b-4800-b68b-2b9b08504ad5\", \"9c7c99e2-29e3-4fd2-8e55-9ff0c65a7312\", \"ab5018a4-acf3-478b-aa60-5d3443597c15\"], \"total_duration\": 58.0, \"total_sessions\": 4, \"mean_week_duration\": 0.339}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or less than 150 and are equal or greater than 3157"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"total_duration\": [[150, 3157]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"21266\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-02-06 07:09:16.000000+00:00\", \"2021-09-27 21:00:27.000000+00:00\", \"2022-05-09 10:42:31.000000+00:00\", \"2020-03-09 16:54:22.000000+00:00\"], \"session_ids\": [\"05066649-31dd-486e-ae2d-1aaf795624b1\", \"199e523b-5c0f-45a1-b9b8-542b496e9f95\", \"586e157e-ed3f-4c97-91ec-f2f5673ebe41\", \"501c5760-ac1a-48ce-a51e-7dd0c32cede5\"], \"total_duration\": 98.0, \"total_sessions\": 4, \"mean_week_duration\": 0.576}, \"60806\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-05-28 20:44:04.000000+00:00\", \"2022-06-08 09:10:08.000000+00:00\", \"2022-01-26 05:29:25.000000+00:00\", \"2019-02-26 15:14:07.000000+00:00\"], \"session_ids\": [\"687263ba-ce44-48a5-947a-1585e96694ca\", \"0331682b-c03b-4800-b68b-2b9b08504ad5\", \"9c7c99e2-29e3-4fd2-8e55-9ff0c65a7312\", \"ab5018a4-acf3-478b-aa60-5d3443597c15\"], \"total_duration\": 58.0, \"total_sessions\": 4, \"mean_week_duration\": 0.339}, \"83935\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-09-30 06:29:30.000000+00:00\", \"2021-02-21 16:41:11.000000+00:00\", \"2022-05-18 02:44:26.000000+00:00\", \"2022-04-19 19:14:01.000000+00:00\", \"2019-09-29 12:49:30.000000+00:00\", \"2022-04-05 03:11:51.000000+00:00\", \"2019-09-15 21:11:02.000000+00:00\"], \"session_ids\": [\"23e50fd5-03a1-4394-9ca9-6bbcd6510f6f\", \"68597882-46b5-40da-a8e7-fbafe1d6fc09\", \"238c3750-3017-4024-ae37-4238b4f45a35\", \"fc91e2a7-3010-4877-aed0-21336e61722c\", \"af1ec810-c293-4f90-bef0-4505321e4387\", \"841433c6-df2a-4f93-b36e-18d38084506d\", \"9ce09b02-dfa3-43aa-8074-824d1658b80d\"], \"total_duration\": 6127.0, \"total_sessions\": 7, \"mean_week_duration\": 43.764}, \"40749\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-20 02:42:48.000000+00:00\", \"2021-07-07 07:24:45.000000+00:00\", \"2019-06-24 15:43:41.000000+00:00\", \"2022-12-24 12:25:24.000000+00:00\", \"2023-04-03 18:11:02.000000+00:00\", \"2021-09-15 19:59:02.000000+00:00\", \"2022-02-27 02:27:11.000000+00:00\", \"2021-10-29 02:43:31.000000+00:00\", \"2019-03-11 13:58:58.000000+00:00\", \"2019-10-10 17:13:42.000000+00:00\"], \"session_ids\": [\"735067fb-fe83-4155-86dd-2f14a043a1af\", \"d083cdc3-4b0d-4b69-ac84-c47cb56650a8\", \"dd790077-6a04-428f-b6ab-9a48fa67225a\", \"0e1275ff-61ad-4b50-b2e4-e963c9f17564\", \"bdc2801f-8f4e-4cdc-aff5-116d826cdabc\", \"41524f25-5d0a-4309-bb96-78d2f94534cb\", \"92e9de32-447c-4332-9c6f-e2a5826784bb\", \"4357dc0a-238e-4479-a2e3-43aab4dd92a1\", \"109c54c1-f00b-455c-bf69-e3970e7a0780\", \"09632c93-ab9c-44f5-8826-744f716a18fc\"], \"total_duration\": 39099.0, \"total_sessions\": 10, \"mean_week_duration\": 184.429}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"83935\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-09-30 06:29:30.000000+00:00\", \"2021-02-21 16:41:11.000000+00:00\", \"2022-05-18 02:44:26.000000+00:00\", \"2022-04-19 19:14:01.000000+00:00\", \"2019-09-29 12:49:30.000000+00:00\", \"2022-04-05 03:11:51.000000+00:00\", \"2019-09-15 21:11:02.000000+00:00\"], \"session_ids\": [\"23e50fd5-03a1-4394-9ca9-6bbcd6510f6f\", \"68597882-46b5-40da-a8e7-fbafe1d6fc09\", \"238c3750-3017-4024-ae37-4238b4f45a35\", \"fc91e2a7-3010-4877-aed0-21336e61722c\", \"af1ec810-c293-4f90-bef0-4505321e4387\", \"841433c6-df2a-4f93-b36e-18d38084506d\", \"9ce09b02-dfa3-43aa-8074-824d1658b80d\"], \"total_duration\": 6127.0, \"total_sessions\": 7, \"mean_week_duration\": 43.764}}, {\"21266\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-02-06 07:09:16.000000+00:00\", \"2021-09-27 21:00:27.000000+00:00\", \"2022-05-09 10:42:31.000000+00:00\", \"2020-03-09 16:54:22.000000+00:00\"], \"session_ids\": [\"05066649-31dd-486e-ae2d-1aaf795624b1\", \"199e523b-5c0f-45a1-b9b8-542b496e9f95\", \"586e157e-ed3f-4c97-91ec-f2f5673ebe41\", \"501c5760-ac1a-48ce-a51e-7dd0c32cede5\"], \"total_duration\": 98.0, \"total_sessions\": 4, \"mean_week_duration\": 0.576}}, {\"40749\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-20 02:42:48.000000+00:00\", \"2021-07-07 07:24:45.000000+00:00\", \"2019-06-24 15:43:41.000000+00:00\", \"2022-12-24 12:25:24.000000+00:00\", \"2023-04-03 18:11:02.000000+00:00\", \"2021-09-15 19:59:02.000000+00:00\", \"2022-02-27 02:27:11.000000+00:00\", \"2021-10-29 02:43:31.000000+00:00\", \"2019-03-11 13:58:58.000000+00:00\", \"2019-10-10 17:13:42.000000+00:00\"], \"session_ids\": [\"735067fb-fe83-4155-86dd-2f14a043a1af\", \"d083cdc3-4b0d-4b69-ac84-c47cb56650a8\", \"dd790077-6a04-428f-b6ab-9a48fa67225a\", \"0e1275ff-61ad-4b50-b2e4-e963c9f17564\", \"bdc2801f-8f4e-4cdc-aff5-116d826cdabc\", \"41524f25-5d0a-4309-bb96-78d2f94534cb\", \"92e9de32-447c-4332-9c6f-e2a5826784bb\", \"4357dc0a-238e-4479-a2e3-43aab4dd92a1\", \"109c54c1-f00b-455c-bf69-e3970e7a0780\", \"09632c93-ab9c-44f5-8826-744f716a18fc\"], \"total_duration\": 39099.0, \"total_sessions\": 10, \"mean_week_duration\": 184.429}}, {\"60806\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-05-28 20:44:04.000000+00:00\", \"2022-06-08 09:10:08.000000+00:00\", \"2022-01-26 05:29:25.000000+00:00\", \"2019-02-26 15:14:07.000000+00:00\"], \"session_ids\": [\"687263ba-ce44-48a5-947a-1585e96694ca\", \"0331682b-c03b-4800-b68b-2b9b08504ad5\", \"9c7c99e2-29e3-4fd2-8e55-9ff0c65a7312\", \"ab5018a4-acf3-478b-aa60-5d3443597c15\"], \"total_duration\": 58.0, \"total_sessions\": 4, \"mean_week_duration\": 0.339}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"83935\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-09-30 06:29:30.000000+00:00\", \"2021-02-21 16:41:11.000000+00:00\", \"2022-05-18 02:44:26.000000+00:00\", \"2022-04-19 19:14:01.000000+00:00\", \"2019-09-29 12:49:30.000000+00:00\", \"2022-04-05 03:11:51.000000+00:00\", \"2019-09-15 21:11:02.000000+00:00\"], \"session_ids\": [\"23e50fd5-03a1-4394-9ca9-6bbcd6510f6f\", \"68597882-46b5-40da-a8e7-fbafe1d6fc09\", \"238c3750-3017-4024-ae37-4238b4f45a35\", \"fc91e2a7-3010-4877-aed0-21336e61722c\", \"af1ec810-c293-4f90-bef0-4505321e4387\", \"841433c6-df2a-4f93-b36e-18d38084506d\", \"9ce09b02-dfa3-43aa-8074-824d1658b80d\"], \"total_duration\": 6127.0, \"total_sessions\": 7, \"mean_week_duration\": 43.764}}, {\"21266\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-02-06 07:09:16.000000+00:00\", \"2021-09-27 21:00:27.000000+00:00\", \"2022-05-09 10:42:31.000000+00:00\", \"2020-03-09 16:54:22.000000+00:00\"], \"session_ids\": [\"05066649-31dd-486e-ae2d-1aaf795624b1\", \"199e523b-5c0f-45a1-b9b8-542b496e9f95\", \"586e157e-ed3f-4c97-91ec-f2f5673ebe41\", \"501c5760-ac1a-48ce-a51e-7dd0c32cede5\"], \"total_duration\": 98.0, \"total_sessions\": 4, \"mean_week_duration\": 0.576}}, {\"40749\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-20 02:42:48.000000+00:00\", \"2021-07-07 07:24:45.000000+00:00\", \"2019-06-24 15:43:41.000000+00:00\", \"2022-12-24 12:25:24.000000+00:00\", \"2023-04-03 18:11:02.000000+00:00\", \"2021-09-15 19:59:02.000000+00:00\", \"2022-02-27 02:27:11.000000+00:00\", \"2021-10-29 02:43:31.000000+00:00\", \"2019-03-11 13:58:58.000000+00:00\", \"2019-10-10 17:13:42.000000+00:00\"], \"session_ids\": [\"735067fb-fe83-4155-86dd-2f14a043a1af\", \"d083cdc3-4b0d-4b69-ac84-c47cb56650a8\", \"dd790077-6a04-428f-b6ab-9a48fa67225a\", \"0e1275ff-61ad-4b50-b2e4-e963c9f17564\", \"bdc2801f-8f4e-4cdc-aff5-116d826cdabc\", \"41524f25-5d0a-4309-bb96-78d2f94534cb\", \"92e9de32-447c-4332-9c6f-e2a5826784bb\", \"4357dc0a-238e-4479-a2e3-43aab4dd92a1\", \"109c54c1-f00b-455c-bf69-e3970e7a0780\", \"09632c93-ab9c-44f5-8826-744f716a18fc\"], \"total_duration\": 39099.0, \"total_sessions\": 10, \"mean_week_duration\": 184.429}}]\n```\n"
}
] |
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