conversations
list |
|---|
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me an information about 5 users who are topmost users based on total time using the app and in addition perform sorting by count of sessions 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{\"46319\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Moscow\", \"datetimes\": [\"2019-03-01 03:14:40.000000+00:00\", \"2021-10-08 10:42:38.000000+00:00\"], \"session_ids\": [\"cf29c39b-1f0a-4109-9817-1a0c7fb1088e\", \"eb1cf727-452e-4961-acb6-b7153072ba77\"], \"total_duration\": 266.0, \"total_sessions\": 2, \"mean_week_duration\": 1.956}, \"94685\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-09-28 16:05:02.000000+00:00\", \"2022-01-15 05:10:49.000000+00:00\"], \"session_ids\": [\"6a60473f-c33d-4e42-bf30-7ddc239e1f70\", \"fb4233a4-96dc-4e8a-8037-cf5a9906770e\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.459}, \"36819\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-10-03 13:35:59.000000+00:00\", \"2022-06-16 21:49:06.000000+00:00\"], \"session_ids\": [\"4db18e25-dbfa-4ace-8bf1-bf5885f9c58c\", \"ee0c4e90-9942-40d2-a273-b4b1c212f567\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 4.757}, \"73258\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-12-10 18:53:08.000000+00:00\", \"2021-05-05 18:41:49.000000+00:00\"], \"session_ids\": [\"c10e196c-9780-4dcd-9d26-f1cb642f1a45\", \"21207f74-b696-4c15-a62e-4867783f7829\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 0.536}, \"24886\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-06 18:29:37.000000+00:00\", \"2019-06-17 05:07:51.000000+00:00\", \"2020-05-20 11:53:48.000000+00:00\", \"2019-04-02 04:29:12.000000+00:00\"], \"session_ids\": [\"e62daca2-b3a4-4b1c-8881-37f3c400a765\", \"a96b6b6a-7a8e-4a07-9c45-8b3ad01e6c73\", \"3c6332f9-68ff-411c-b9f8-d9d35a0c486c\", \"e31327fe-e7fd-471b-9b33-8879a075d14f\"], \"total_duration\": 106.0, \"total_sessions\": 4, \"mean_week_duration\": 0.757}, \"59132\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-05-13 17:52:37.000000+00:00\", \"2020-02-25 22:52:12.000000+00:00\", \"2023-05-14 05:25:51.000000+00:00\", \"2022-01-06 00:46:44.000000+00:00\"], \"session_ids\": [\"935ff799-23c5-46a5-a264-65987424b50c\", \"5da22fde-0866-4f3a-8480-a5b53f9fc250\", \"42f464a3-33cb-4ed4-a15a-f059870d2d8d\", \"ee97bc88-94b6-4c24-af11-5ea582836cde\"], \"total_duration\": 103.0, \"total_sessions\": 4, \"mean_week_duration\": 0.493}, \"17559\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-11-25 04:25:40.000000+00:00\", \"2020-03-21 19:58:04.000000+00:00\", \"2019-05-24 17:17:40.000000+00:00\"], \"session_ids\": [\"0c4b7678-e62c-43f0-9c30-f4225d9d3629\", \"3b6097ba-a4fb-446c-8382-903187baad50\", \"40726c0b-2fbd-4561-850c-9022ea49790e\"], \"total_duration\": 1078.0, \"total_sessions\": 3, \"mean_week_duration\": 8.229}, \"88813\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-03-23 06:59:00.000000+00:00\", \"2021-11-20 02:16:04.000000+00:00\", \"2020-10-03 10:33:22.000000+00:00\"], \"session_ids\": [\"8cb4e0bd-9ffb-4258-84f3-9631294e3871\", \"d8ea01ba-ef28-41f5-b7e7-a5bacf191091\", \"65d49028-5052-46a0-af57-aa30bdb5ccf2\"], \"total_duration\": 415.0, \"total_sessions\": 3, \"mean_week_duration\": 3.217}, \"27233\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-07-27 11:37:44.000000+00:00\", \"2019-11-04 14:44:05.000000+00:00\", \"2022-04-22 02:35:26.000000+00:00\"], \"session_ids\": [\"f97b358d-3948-42a7-b5cc-92dd251a1af0\", \"ba394720-e00f-422c-8dc4-63b3d32fc1a4\", \"6ebaed89-0193-4d7b-a5f9-514418fc4ae1\"], \"total_duration\": 88.0, \"total_sessions\": 3, \"mean_week_duration\": 0.615}, \"25182\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-05-23 15:47:09.000000+00:00\", \"2022-07-11 15:50:31.000000+00:00\"], \"session_ids\": [\"08aa2a56-603d-40a5-9468-b4a60eba51fa\", \"af878f1e-6210-48ca-b883-45d1b97eecc5\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 3.05}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the highest 5 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": true, \"quant_to_remain\": 5}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"17559\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-11-25 04:25:40.000000+00:00\", \"2020-03-21 19:58:04.000000+00:00\", \"2019-05-24 17:17:40.000000+00:00\"], \"session_ids\": [\"0c4b7678-e62c-43f0-9c30-f4225d9d3629\", \"3b6097ba-a4fb-446c-8382-903187baad50\", \"40726c0b-2fbd-4561-850c-9022ea49790e\"], \"total_duration\": 1078.0, \"total_sessions\": 3, \"mean_week_duration\": 8.229}}, {\"88813\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-03-23 06:59:00.000000+00:00\", \"2021-11-20 02:16:04.000000+00:00\", \"2020-10-03 10:33:22.000000+00:00\"], \"session_ids\": [\"8cb4e0bd-9ffb-4258-84f3-9631294e3871\", \"d8ea01ba-ef28-41f5-b7e7-a5bacf191091\", \"65d49028-5052-46a0-af57-aa30bdb5ccf2\"], \"total_duration\": 415.0, \"total_sessions\": 3, \"mean_week_duration\": 3.217}}, {\"46319\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Moscow\", \"datetimes\": [\"2019-03-01 03:14:40.000000+00:00\", \"2021-10-08 10:42:38.000000+00:00\"], \"session_ids\": [\"cf29c39b-1f0a-4109-9817-1a0c7fb1088e\", \"eb1cf727-452e-4961-acb6-b7153072ba77\"], \"total_duration\": 266.0, \"total_sessions\": 2, \"mean_week_duration\": 1.956}}, {\"25182\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-05-23 15:47:09.000000+00:00\", \"2022-07-11 15:50:31.000000+00:00\"], \"session_ids\": [\"08aa2a56-603d-40a5-9468-b4a60eba51fa\", \"af878f1e-6210-48ca-b883-45d1b97eecc5\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 3.05}}, {\"36819\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-10-03 13:35:59.000000+00:00\", \"2022-06-16 21:49:06.000000+00:00\"], \"session_ids\": [\"4db18e25-dbfa-4ace-8bf1-bf5885f9c58c\", \"ee0c4e90-9942-40d2-a273-b4b1c212f567\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 4.757}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute ascendingly"
},
{
"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[{\"46319\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Moscow\", \"datetimes\": [\"2019-03-01 03:14:40.000000+00:00\", \"2021-10-08 10:42:38.000000+00:00\"], \"session_ids\": [\"cf29c39b-1f0a-4109-9817-1a0c7fb1088e\", \"eb1cf727-452e-4961-acb6-b7153072ba77\"], \"total_duration\": 266.0, \"total_sessions\": 2, \"mean_week_duration\": 1.956}}, {\"25182\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-05-23 15:47:09.000000+00:00\", \"2022-07-11 15:50:31.000000+00:00\"], \"session_ids\": [\"08aa2a56-603d-40a5-9468-b4a60eba51fa\", \"af878f1e-6210-48ca-b883-45d1b97eecc5\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 3.05}}, {\"36819\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-10-03 13:35:59.000000+00:00\", \"2022-06-16 21:49:06.000000+00:00\"], \"session_ids\": [\"4db18e25-dbfa-4ace-8bf1-bf5885f9c58c\", \"ee0c4e90-9942-40d2-a273-b4b1c212f567\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 4.757}}, {\"17559\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-11-25 04:25:40.000000+00:00\", \"2020-03-21 19:58:04.000000+00:00\", \"2019-05-24 17:17:40.000000+00:00\"], \"session_ids\": [\"0c4b7678-e62c-43f0-9c30-f4225d9d3629\", \"3b6097ba-a4fb-446c-8382-903187baad50\", \"40726c0b-2fbd-4561-850c-9022ea49790e\"], \"total_duration\": 1078.0, \"total_sessions\": 3, \"mean_week_duration\": 8.229}}, {\"88813\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-03-23 06:59:00.000000+00:00\", \"2021-11-20 02:16:04.000000+00:00\", \"2020-10-03 10:33:22.000000+00:00\"], \"session_ids\": [\"8cb4e0bd-9ffb-4258-84f3-9631294e3871\", \"d8ea01ba-ef28-41f5-b7e7-a5bacf191091\", \"65d49028-5052-46a0-af57-aa30bdb5ccf2\"], \"total_duration\": 415.0, \"total_sessions\": 3, \"mean_week_duration\": 3.217}}]\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[{\"46319\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Moscow\", \"datetimes\": [\"2019-03-01 03:14:40.000000+00:00\", \"2021-10-08 10:42:38.000000+00:00\"], \"session_ids\": [\"cf29c39b-1f0a-4109-9817-1a0c7fb1088e\", \"eb1cf727-452e-4961-acb6-b7153072ba77\"], \"total_duration\": 266.0, \"total_sessions\": 2, \"mean_week_duration\": 1.956}}, {\"25182\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-05-23 15:47:09.000000+00:00\", \"2022-07-11 15:50:31.000000+00:00\"], \"session_ids\": [\"08aa2a56-603d-40a5-9468-b4a60eba51fa\", \"af878f1e-6210-48ca-b883-45d1b97eecc5\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 3.05}}, {\"36819\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-10-03 13:35:59.000000+00:00\", \"2022-06-16 21:49:06.000000+00:00\"], \"session_ids\": [\"4db18e25-dbfa-4ace-8bf1-bf5885f9c58c\", \"ee0c4e90-9942-40d2-a273-b4b1c212f567\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 4.757}}, {\"17559\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-11-25 04:25:40.000000+00:00\", \"2020-03-21 19:58:04.000000+00:00\", \"2019-05-24 17:17:40.000000+00:00\"], \"session_ids\": [\"0c4b7678-e62c-43f0-9c30-f4225d9d3629\", \"3b6097ba-a4fb-446c-8382-903187baad50\", \"40726c0b-2fbd-4561-850c-9022ea49790e\"], \"total_duration\": 1078.0, \"total_sessions\": 3, \"mean_week_duration\": 8.229}}, {\"88813\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-03-23 06:59:00.000000+00:00\", \"2021-11-20 02:16:04.000000+00:00\", \"2020-10-03 10:33:22.000000+00:00\"], \"session_ids\": [\"8cb4e0bd-9ffb-4258-84f3-9631294e3871\", \"d8ea01ba-ef28-41f5-b7e7-a5bacf191091\", \"65d49028-5052-46a0-af57-aa30bdb5ccf2\"], \"total_duration\": 415.0, \"total_sessions\": 3, \"mean_week_duration\": 3.217}}]\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[{\"46319\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Moscow\", \"datetimes\": [\"2019-03-01 03:14:40.000000+00:00\", \"2021-10-08 10:42:38.000000+00:00\"], \"session_ids\": [\"cf29c39b-1f0a-4109-9817-1a0c7fb1088e\", \"eb1cf727-452e-4961-acb6-b7153072ba77\"], \"total_duration\": 266.0, \"total_sessions\": 2, \"mean_week_duration\": 1.956}}, {\"25182\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-05-23 15:47:09.000000+00:00\", \"2022-07-11 15:50:31.000000+00:00\"], \"session_ids\": [\"08aa2a56-603d-40a5-9468-b4a60eba51fa\", \"af878f1e-6210-48ca-b883-45d1b97eecc5\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 3.05}}, {\"36819\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-10-03 13:35:59.000000+00:00\", \"2022-06-16 21:49:06.000000+00:00\"], \"session_ids\": [\"4db18e25-dbfa-4ace-8bf1-bf5885f9c58c\", \"ee0c4e90-9942-40d2-a273-b4b1c212f567\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 4.757}}, {\"17559\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-11-25 04:25:40.000000+00:00\", \"2020-03-21 19:58:04.000000+00:00\", \"2019-05-24 17:17:40.000000+00:00\"], \"session_ids\": [\"0c4b7678-e62c-43f0-9c30-f4225d9d3629\", \"3b6097ba-a4fb-446c-8382-903187baad50\", \"40726c0b-2fbd-4561-850c-9022ea49790e\"], \"total_duration\": 1078.0, \"total_sessions\": 3, \"mean_week_duration\": 8.229}}, {\"88813\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-03-23 06:59:00.000000+00:00\", \"2021-11-20 02:16:04.000000+00:00\", \"2020-10-03 10:33:22.000000+00:00\"], \"session_ids\": [\"8cb4e0bd-9ffb-4258-84f3-9631294e3871\", \"d8ea01ba-ef28-41f5-b7e7-a5bacf191091\", \"65d49028-5052-46a0-af57-aa30bdb5ccf2\"], \"total_duration\": 415.0, \"total_sessions\": 3, \"mean_week_duration\": 3.217}}]\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 4 users with a total time using the app that is below 2090, exclusive 2090 additionaly sort by time in app per week descendingly as well as get rid of all records, except 2."
}
] |
[
{
"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{\"58656\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-06-12 06:36:11.000000+00:00\", \"2019-03-19 07:31:50.000000+00:00\"], \"session_ids\": [\"50c60cad-2a09-45d1-bc4f-5ecf24e604cb\", \"f024a430-a23a-4794-94b5-fb09fcdf213b\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 2.343}, \"24664\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-09-19 04:30:29.000000+00:00\", \"2020-08-29 00:51:23.000000+00:00\", \"2019-01-12 09:34:10.000000+00:00\", \"2022-01-03 16:34:51.000000+00:00\"], \"session_ids\": [\"c9248e58-ac4d-4d52-b804-694e9fd4ca22\", \"ebc2bd15-3331-4d74-b232-f8266d31244a\", \"7bf20ea0-3dd4-4762-92c1-32cbcb56d593\", \"509a66cb-d2c6-4320-824c-924a6946c17b\"], \"total_duration\": 2117.0, \"total_sessions\": 4, \"mean_week_duration\": 13.571}, \"42511\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-02-10 11:17:47.000000+00:00\", \"2022-01-19 14:50:14.000000+00:00\", \"2022-12-29 10:39:11.000000+00:00\", \"2021-09-29 08:01:11.000000+00:00\", \"2020-03-07 00:19:40.000000+00:00\", \"2022-11-20 20:58:02.000000+00:00\"], \"session_ids\": [\"3a35b082-2dbe-4b7d-a683-4d16d2d142be\", \"0bbc7218-984b-4deb-87c3-95e61b9b31d2\", \"ffa44097-8f1a-4f36-9004-44cad9aaaaa6\", \"00edbf30-28ab-4b4e-be61-b0cfab774b52\", \"77386c32-b18b-4b91-90f7-398acdc338b7\", \"fd29ff3f-32f3-4b34-b05d-6ddf8ecf24d5\"], \"total_duration\": 2739.0, \"total_sessions\": 6, \"mean_week_duration\": 18.139}, \"91398\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-03-30 00:22:26.000000+00:00\", \"2020-07-23 13:16:04.000000+00:00\", \"2021-08-03 14:23:10.000000+00:00\", \"2022-10-26 04:36:33.000000+00:00\", \"2019-08-14 14:18:11.000000+00:00\"], \"session_ids\": [\"f38c97d3-f36f-4a44-b37a-cb9b69b66028\", \"11252438-0488-4860-a27f-572ea4f725ef\", \"2388bd06-4fa0-4cb3-a96e-1d5f57b53b08\", \"448c3771-35ad-4bf3-b0ba-2347d7e4d578\", \"9d2623a2-de22-4432-9acd-b03be2c34904\"], \"total_duration\": 68.0, \"total_sessions\": 5, \"mean_week_duration\": 0.364}, \"18631\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-08-01 10:46:27.000000+00:00\", \"2020-03-17 11:11:07.000000+00:00\", \"2023-06-06 16:20:38.000000+00:00\", \"2023-01-15 23:58:11.000000+00:00\", \"2020-12-31 13:07:44.000000+00:00\", \"2021-07-01 15:57:31.000000+00:00\"], \"session_ids\": [\"a018a687-17ac-4e2e-a1c3-e46a669ce1ec\", \"f6fcd659-99fc-4f0c-9cd2-88583c1fa1b0\", \"c78ca928-908a-45ef-9a56-c01ae332bc42\", \"049ad3f9-639e-4109-a969-f31dbbeaf725\", \"eb86cb31-c64e-4a29-8bc0-702f4782b536\", \"6fb44fc8-1b79-4608-baf3-701b89116971\"], \"total_duration\": 2472.0, \"total_sessions\": 6, \"mean_week_duration\": 14.714}, \"91402\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2023-04-29 16:53:29.000000+00:00\", \"2023-02-26 13:49:09.000000+00:00\"], \"session_ids\": [\"d9e2701a-f89c-4ff2-b2cf-c74918692095\", \"011f43cb-76ee-48ae-b97d-d7b287944009\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 11.0}, \"97172\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-08-26 04:28:40.000000+00:00\", \"2022-03-26 02:48:11.000000+00:00\"], \"session_ids\": [\"59526b09-7d28-4a98-a4ad-c0e0ca3641d5\", \"e2dba659-d770-43e2-9f14-b4253eca1e8e\"], \"total_duration\": 324.0, \"total_sessions\": 2, \"mean_week_duration\": 3.904}, \"10954\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-04-10 01:09:56.000000+00:00\", \"2022-08-16 13:23:33.000000+00:00\", \"2019-05-06 07:18:45.000000+00:00\"], \"session_ids\": [\"d1ee9a5f-f0f8-40c9-9198-a390322b9f28\", \"2e9fed1c-e759-4d6a-87f5-26e9afd29b7d\", \"340cce10-74ef-4ee1-a144-846f1ef28202\"], \"total_duration\": 73.0, \"total_sessions\": 3, \"mean_week_duration\": 0.356}, \"65917\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-10-03 02:07:04.000000+00:00\", \"2020-10-31 11:00:15.000000+00:00\", \"2022-12-09 11:41:22.000000+00:00\"], \"session_ids\": [\"370acb06-25b5-44f2-be1d-7fda389778cf\", \"8cc0c902-2217-41f6-8757-ed1ad4ee3434\", \"6c542377-8dd9-4bc2-a698-cf237a2e8a59\"], \"total_duration\": 675.0, \"total_sessions\": 3, \"mean_week_duration\": 4.042}, \"74249\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-12-10 16:28:18.000000+00:00\", \"2021-12-12 08:44:36.000000+00:00\", \"2019-05-18 16:56:54.000000+00:00\", \"2019-06-01 11:45:16.000000+00:00\", \"2021-12-18 17:25:12.000000+00:00\", \"2019-12-21 23:56:59.000000+00:00\", \"2021-02-01 16:59:05.000000+00:00\", \"2022-01-17 19:08:44.000000+00:00\", \"2022-04-04 20:27:29.000000+00:00\"], \"session_ids\": [\"1b586bb6-6555-4518-9498-2d3a11b88933\", \"a35250dc-a5c6-4221-9db1-08f81f552104\", \"8f5affeb-d04b-4a28-8139-ec21ae7acb3e\", \"b51ceb89-b3df-45f9-aee5-906cdf126d48\", \"876d7702-77fa-4456-b8e2-fd5c4fc17de4\", \"8fc6a0ee-a9b6-4602-8cec-0c92e5f80abc\", \"6fb10ec1-950d-4cc8-9cdb-80a1a47aa6f1\", \"a58995ce-8a71-4657-81eb-8f7f6e747f7f\", \"53607e4b-c7d5-449a-9db7-7a122319a4ee\"], \"total_duration\": 20287.0, \"total_sessions\": 9, \"mean_week_duration\": 134.351}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are less than 2090"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\"]]}, \"all_values\": {\"total_duration\": [[2090, 4507]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"58656\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-06-12 06:36:11.000000+00:00\", \"2019-03-19 07:31:50.000000+00:00\"], \"session_ids\": [\"50c60cad-2a09-45d1-bc4f-5ecf24e604cb\", \"f024a430-a23a-4794-94b5-fb09fcdf213b\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 2.343}, \"91398\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-03-30 00:22:26.000000+00:00\", \"2020-07-23 13:16:04.000000+00:00\", \"2021-08-03 14:23:10.000000+00:00\", \"2022-10-26 04:36:33.000000+00:00\", \"2019-08-14 14:18:11.000000+00:00\"], \"session_ids\": [\"f38c97d3-f36f-4a44-b37a-cb9b69b66028\", \"11252438-0488-4860-a27f-572ea4f725ef\", \"2388bd06-4fa0-4cb3-a96e-1d5f57b53b08\", \"448c3771-35ad-4bf3-b0ba-2347d7e4d578\", \"9d2623a2-de22-4432-9acd-b03be2c34904\"], \"total_duration\": 68.0, \"total_sessions\": 5, \"mean_week_duration\": 0.364}, \"91402\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2023-04-29 16:53:29.000000+00:00\", \"2023-02-26 13:49:09.000000+00:00\"], \"session_ids\": [\"d9e2701a-f89c-4ff2-b2cf-c74918692095\", \"011f43cb-76ee-48ae-b97d-d7b287944009\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 11.0}, \"97172\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-08-26 04:28:40.000000+00:00\", \"2022-03-26 02:48:11.000000+00:00\"], \"session_ids\": [\"59526b09-7d28-4a98-a4ad-c0e0ca3641d5\", \"e2dba659-d770-43e2-9f14-b4253eca1e8e\"], \"total_duration\": 324.0, \"total_sessions\": 2, \"mean_week_duration\": 3.904}, \"10954\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-04-10 01:09:56.000000+00:00\", \"2022-08-16 13:23:33.000000+00:00\", \"2019-05-06 07:18:45.000000+00:00\"], \"session_ids\": [\"d1ee9a5f-f0f8-40c9-9198-a390322b9f28\", \"2e9fed1c-e759-4d6a-87f5-26e9afd29b7d\", \"340cce10-74ef-4ee1-a144-846f1ef28202\"], \"total_duration\": 73.0, \"total_sessions\": 3, \"mean_week_duration\": 0.356}, \"65917\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-10-03 02:07:04.000000+00:00\", \"2020-10-31 11:00:15.000000+00:00\", \"2022-12-09 11:41:22.000000+00:00\"], \"session_ids\": [\"370acb06-25b5-44f2-be1d-7fda389778cf\", \"8cc0c902-2217-41f6-8757-ed1ad4ee3434\", \"6c542377-8dd9-4bc2-a698-cf237a2e8a59\"], \"total_duration\": 675.0, \"total_sessions\": 3, \"mean_week_duration\": 4.042}}\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[{\"91402\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2023-04-29 16:53:29.000000+00:00\", \"2023-02-26 13:49:09.000000+00:00\"], \"session_ids\": [\"d9e2701a-f89c-4ff2-b2cf-c74918692095\", \"011f43cb-76ee-48ae-b97d-d7b287944009\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 11.0}}, {\"65917\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-10-03 02:07:04.000000+00:00\", \"2020-10-31 11:00:15.000000+00:00\", \"2022-12-09 11:41:22.000000+00:00\"], \"session_ids\": [\"370acb06-25b5-44f2-be1d-7fda389778cf\", \"8cc0c902-2217-41f6-8757-ed1ad4ee3434\", \"6c542377-8dd9-4bc2-a698-cf237a2e8a59\"], \"total_duration\": 675.0, \"total_sessions\": 3, \"mean_week_duration\": 4.042}}, {\"97172\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-08-26 04:28:40.000000+00:00\", \"2022-03-26 02:48:11.000000+00:00\"], \"session_ids\": [\"59526b09-7d28-4a98-a4ad-c0e0ca3641d5\", \"e2dba659-d770-43e2-9f14-b4253eca1e8e\"], \"total_duration\": 324.0, \"total_sessions\": 2, \"mean_week_duration\": 3.904}}, {\"58656\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-06-12 06:36:11.000000+00:00\", \"2019-03-19 07:31:50.000000+00:00\"], \"session_ids\": [\"50c60cad-2a09-45d1-bc4f-5ecf24e604cb\", \"f024a430-a23a-4794-94b5-fb09fcdf213b\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 2.343}}, {\"91398\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-03-30 00:22:26.000000+00:00\", \"2020-07-23 13:16:04.000000+00:00\", \"2021-08-03 14:23:10.000000+00:00\", \"2022-10-26 04:36:33.000000+00:00\", \"2019-08-14 14:18:11.000000+00:00\"], \"session_ids\": [\"f38c97d3-f36f-4a44-b37a-cb9b69b66028\", \"11252438-0488-4860-a27f-572ea4f725ef\", \"2388bd06-4fa0-4cb3-a96e-1d5f57b53b08\", \"448c3771-35ad-4bf3-b0ba-2347d7e4d578\", \"9d2623a2-de22-4432-9acd-b03be2c34904\"], \"total_duration\": 68.0, \"total_sessions\": 5, \"mean_week_duration\": 0.364}}, {\"10954\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-04-10 01:09:56.000000+00:00\", \"2022-08-16 13:23:33.000000+00:00\", \"2019-05-06 07:18:45.000000+00:00\"], \"session_ids\": [\"d1ee9a5f-f0f8-40c9-9198-a390322b9f28\", \"2e9fed1c-e759-4d6a-87f5-26e9afd29b7d\", \"340cce10-74ef-4ee1-a144-846f1ef28202\"], \"total_duration\": 73.0, \"total_sessions\": 3, \"mean_week_duration\": 0.356}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"91402\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2023-04-29 16:53:29.000000+00:00\", \"2023-02-26 13:49:09.000000+00:00\"], \"session_ids\": [\"d9e2701a-f89c-4ff2-b2cf-c74918692095\", \"011f43cb-76ee-48ae-b97d-d7b287944009\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 11.0}}, {\"65917\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-10-03 02:07:04.000000+00:00\", \"2020-10-31 11:00:15.000000+00:00\", \"2022-12-09 11:41:22.000000+00:00\"], \"session_ids\": [\"370acb06-25b5-44f2-be1d-7fda389778cf\", \"8cc0c902-2217-41f6-8757-ed1ad4ee3434\", \"6c542377-8dd9-4bc2-a698-cf237a2e8a59\"], \"total_duration\": 675.0, \"total_sessions\": 3, \"mean_week_duration\": 4.042}}]\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[{\"91402\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2023-04-29 16:53:29.000000+00:00\", \"2023-02-26 13:49:09.000000+00:00\"], \"session_ids\": [\"d9e2701a-f89c-4ff2-b2cf-c74918692095\", \"011f43cb-76ee-48ae-b97d-d7b287944009\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 11.0}}, {\"65917\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-10-03 02:07:04.000000+00:00\", \"2020-10-31 11:00:15.000000+00:00\", \"2022-12-09 11:41:22.000000+00:00\"], \"session_ids\": [\"370acb06-25b5-44f2-be1d-7fda389778cf\", \"8cc0c902-2217-41f6-8757-ed1ad4ee3434\", \"6c542377-8dd9-4bc2-a698-cf237a2e8a59\"], \"total_duration\": 675.0, \"total_sessions\": 3, \"mean_week_duration\": 4.042}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me an information about 7 users whose duration summation is bigger than 823 and smaller than 3989 and in addition implement sorting by urban center name from the largest to the smallest additionaly show me only 3 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{\"93421\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-02-21 13:32:21.000000+00:00\", \"2019-01-27 20:42:36.000000+00:00\"], \"session_ids\": [\"3583f14b-b3f6-49bf-8bac-37ad38152c90\", \"3d01e769-daa0-4a10-8a5a-d73a20751eb1\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 1.239}, \"86914\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-20 02:59:11.000000+00:00\", \"2023-04-26 14:27:24.000000+00:00\"], \"session_ids\": [\"5fb96452-1067-4cbf-9ed3-8390b0b09dcc\", \"18560b34-347f-4efa-b721-8efeea0db26e\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 12.833}, \"15483\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2023-02-20 17:43:28.000000+00:00\", \"2023-05-12 11:53:50.000000+00:00\", \"2022-03-28 16:28:26.000000+00:00\", \"2022-02-25 17:57:35.000000+00:00\"], \"session_ids\": [\"0af32a7a-61fc-4c72-9310-eb8f1169ed04\", \"ddd9a1c4-8531-4d96-b7cd-8daf738d8a62\", \"287a5a5c-2a6f-4e27-a025-fe826cdc68f6\", \"834a3f6b-5b47-4aaa-9c0e-ed3bfad79bf6\"], \"total_duration\": 576.0, \"total_sessions\": 4, \"mean_week_duration\": 9.143}, \"39580\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-16 08:26:32.000000+00:00\", \"2022-04-10 03:47:30.000000+00:00\"], \"session_ids\": [\"3ca74e6e-c7f7-42d9-887d-593251887d46\", \"8a5b8710-6d48-4516-aa39-845b54b3c6ad\"], \"total_duration\": 203.0, \"total_sessions\": 2, \"mean_week_duration\": 3.5}, \"32605\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-03-30 09:04:11.000000+00:00\", \"2022-03-24 12:39:31.000000+00:00\"], \"session_ids\": [\"dfc476f0-6487-4396-8b57-b292be75462d\", \"ad8d3b10-8b02-40e7-bec3-d17299e6e706\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 0.981}, \"34774\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-08-26 15:17:08.000000+00:00\", \"2021-12-03 01:38:12.000000+00:00\", \"2022-09-14 02:59:27.000000+00:00\", \"2022-03-17 08:36:26.000000+00:00\", \"2019-09-18 01:24:51.000000+00:00\", \"2019-01-17 10:43:25.000000+00:00\", \"2019-02-26 14:01:54.000000+00:00\", \"2022-07-30 21:05:15.000000+00:00\"], \"session_ids\": [\"084cd407-5706-415a-abed-daf40407680b\", \"67dda66d-100a-43dc-b2ca-dcd0c12cd8cc\", \"00ea8545-1a5a-4aa4-9c78-4e62cd0d559f\", \"934b4e29-044f-40d4-96a4-7f4c31ddc73e\", \"3917349b-863a-4b28-af3a-272b1d3c9a92\", \"a104d845-3944-4183-9ceb-64c6cfe483a8\", \"937aac89-3a6e-4c82-8cde-0c2a75b34a7d\", \"6e54a0d7-2f62-414f-a1db-f1d6798792dc\"], \"total_duration\": 99.0, \"total_sessions\": 8, \"mean_week_duration\": 0.518}, \"12426\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-03-31 19:11:13.000000+00:00\", \"2019-08-15 00:23:59.000000+00:00\"], \"session_ids\": [\"aa435c50-b597-4c54-9728-045adc10ba89\", \"0e84469c-42a9-4ada-aba2-e8aa4f3b32ca\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.38}, \"59161\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-02-02 07:47:35.000000+00:00\", \"2021-02-26 02:48:25.000000+00:00\"], \"session_ids\": [\"9f30a7a3-a6ec-46e9-9ff7-685f5ee8a7b8\", \"afbc58ee-7626-44cc-be01-ac59da7e876a\"], \"total_duration\": 138.0, \"total_sessions\": 2, \"mean_week_duration\": 2.816}, \"64403\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-04-14 15:37:28.000000+00:00\", \"2020-11-04 20:16:31.000000+00:00\"], \"session_ids\": [\"0e6ade82-342d-4fc0-a0a3-f29bd6cf1e40\", \"74dcdcc3-91dc-4c5a-9fd9-447c67034143\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.667}, \"84932\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-07-29 05:55:00.000000+00:00\", \"2020-02-08 03:26:54.000000+00:00\"], \"session_ids\": [\"fc8d94fb-ef3b-41eb-aabd-f1bb93c82be0\", \"dbd80920-cdd2-4def-b988-c683721a33c4\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 1.08}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or greater than 823 and are equal or less than 3989"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[823, 3989]]}}}\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": "I'd like to be informed about user whose time in app per week is < than 22 inclusive also do sorting by sessions total in desc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"5982\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2022-09-05 03:59:05.000000+00:00\", \"2020-07-06 12:26:41.000000+00:00\", \"2019-04-22 21:00:30.000000+00:00\", \"2022-11-02 06:54:30.000000+00:00\", \"2019-04-01 23:25:59.000000+00:00\"], \"session_ids\": [\"1ba10317-e730-4a14-8861-7827f64f0912\", \"dc3b66ed-d834-4f19-80a7-a0d7edb61fd6\", \"d7e30bd9-89fe-43f3-a5b4-f5a6ed24cbd4\", \"af6736ae-ca65-4bb8-9e41-a944aab33ad4\", \"8a7b0ab4-5aa4-49eb-92ed-bb242bd2ff9c\"], \"total_duration\": 585.0, \"total_sessions\": 5, \"mean_week_duration\": 3.112}, \"61505\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-04-28 15:33:24.000000+00:00\", \"2022-10-22 12:08:06.000000+00:00\", \"2023-01-12 06:33:47.000000+00:00\"], \"session_ids\": [\"5699365b-0b50-466c-b690-bb19e2f6d480\", \"3a113bf9-5a19-4232-876c-ac785c3d99fc\", \"6d832f91-63ba-4159-8b35-7a46e616432b\"], \"total_duration\": 71.0, \"total_sessions\": 3, \"mean_week_duration\": 1.919}, \"21624\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-09-06 04:47:52.000000+00:00\", \"2019-07-16 12:03:43.000000+00:00\", \"2020-01-30 20:12:25.000000+00:00\"], \"session_ids\": [\"2f064b96-a376-4d0f-85c2-1e76c12b1666\", \"167de29c-dd0c-45a3-aa6f-f0f7b4cb42e8\", \"39763b95-e451-4e02-bdef-9e5a3cf511fe\"], \"total_duration\": 905.0, \"total_sessions\": 3, \"mean_week_duration\": 5.518}, \"17127\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-03-23 21:01:00.000000+00:00\", \"2020-07-28 17:39:55.000000+00:00\"], \"session_ids\": [\"337c6ccd-14e0-404a-94dd-5ef2b22f0852\", \"003302b1-af67-4f76-9eba-cc40512b8ea1\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 3.138}, \"27779\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2023-02-22 04:17:10.000000+00:00\", \"2019-01-18 04:49:42.000000+00:00\"], \"session_ids\": [\"2c7ccf03-fb41-4187-b545-6ec2f5882c90\", \"22a206af-97b6-4586-af71-8a06db98d119\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 0.43}, \"98748\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-05-26 18:05:31.000000+00:00\", \"2019-03-02 12:19:25.000000+00:00\", \"2022-01-01 06:27:21.000000+00:00\", \"2019-03-04 02:05:58.000000+00:00\", \"2020-07-18 11:00:07.000000+00:00\"], \"session_ids\": [\"f1a85bba-2a5b-47a2-bb1c-1d7c26952bef\", \"182d2887-2bdc-42af-9545-2165d69e6783\", \"a9483acb-88ad-4b3c-a098-193bda52d6e7\", \"5e1d094e-4f2b-4be9-80da-25a845bfaeb8\", \"4b5304fd-8f3b-4851-b790-49e230213e94\"], \"total_duration\": 51.0, \"total_sessions\": 5, \"mean_week_duration\": 0.302}, \"69408\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-11-11 21:53:55.000000+00:00\", \"2020-09-17 04:08:56.000000+00:00\"], \"session_ids\": [\"f4e11a08-ec61-4676-b7c3-c6ea591ac5bf\", \"c5177e67-1487-4c5d-8ba1-d767276a4cc5\"], \"total_duration\": 121.0, \"total_sessions\": 2, \"mean_week_duration\": 15.125}, \"55523\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-06-11 12:01:12.000000+00:00\", \"2023-02-21 17:32:42.000000+00:00\"], \"session_ids\": [\"544bf81a-0c1d-462a-b79c-2be8f22e5049\", \"553d0ad3-0e93-4be1-a5f9-6091fd78119c\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.622}, \"44517\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-07-08 08:23:07.000000+00:00\", \"2019-12-30 10:08:35.000000+00:00\"], \"session_ids\": [\"7d914e74-2206-4154-9587-6b761a031009\", \"04784b34-8a56-43dc-9af0-55df8b527f89\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 8.32}, \"23732\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-01 13:44:17.000000+00:00\", \"2020-10-22 07:22:44.000000+00:00\"], \"session_ids\": [\"36c7af06-82a4-42bd-86cd-6a1b5f38f62d\", \"defea523-d17f-4249-88ad-9b4df93b303f\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 0.341}}\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 22"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[22, 49]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"5982\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2022-09-05 03:59:05.000000+00:00\", \"2020-07-06 12:26:41.000000+00:00\", \"2019-04-22 21:00:30.000000+00:00\", \"2022-11-02 06:54:30.000000+00:00\", \"2019-04-01 23:25:59.000000+00:00\"], \"session_ids\": [\"1ba10317-e730-4a14-8861-7827f64f0912\", \"dc3b66ed-d834-4f19-80a7-a0d7edb61fd6\", \"d7e30bd9-89fe-43f3-a5b4-f5a6ed24cbd4\", \"af6736ae-ca65-4bb8-9e41-a944aab33ad4\", \"8a7b0ab4-5aa4-49eb-92ed-bb242bd2ff9c\"], \"total_duration\": 585.0, \"total_sessions\": 5, \"mean_week_duration\": 3.112}, \"61505\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-04-28 15:33:24.000000+00:00\", \"2022-10-22 12:08:06.000000+00:00\", \"2023-01-12 06:33:47.000000+00:00\"], \"session_ids\": [\"5699365b-0b50-466c-b690-bb19e2f6d480\", \"3a113bf9-5a19-4232-876c-ac785c3d99fc\", \"6d832f91-63ba-4159-8b35-7a46e616432b\"], \"total_duration\": 71.0, \"total_sessions\": 3, \"mean_week_duration\": 1.919}, \"21624\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-09-06 04:47:52.000000+00:00\", \"2019-07-16 12:03:43.000000+00:00\", \"2020-01-30 20:12:25.000000+00:00\"], \"session_ids\": [\"2f064b96-a376-4d0f-85c2-1e76c12b1666\", \"167de29c-dd0c-45a3-aa6f-f0f7b4cb42e8\", \"39763b95-e451-4e02-bdef-9e5a3cf511fe\"], \"total_duration\": 905.0, \"total_sessions\": 3, \"mean_week_duration\": 5.518}, \"17127\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-03-23 21:01:00.000000+00:00\", \"2020-07-28 17:39:55.000000+00:00\"], \"session_ids\": [\"337c6ccd-14e0-404a-94dd-5ef2b22f0852\", \"003302b1-af67-4f76-9eba-cc40512b8ea1\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 3.138}, \"27779\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2023-02-22 04:17:10.000000+00:00\", \"2019-01-18 04:49:42.000000+00:00\"], \"session_ids\": [\"2c7ccf03-fb41-4187-b545-6ec2f5882c90\", \"22a206af-97b6-4586-af71-8a06db98d119\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 0.43}, \"98748\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-05-26 18:05:31.000000+00:00\", \"2019-03-02 12:19:25.000000+00:00\", \"2022-01-01 06:27:21.000000+00:00\", \"2019-03-04 02:05:58.000000+00:00\", \"2020-07-18 11:00:07.000000+00:00\"], \"session_ids\": [\"f1a85bba-2a5b-47a2-bb1c-1d7c26952bef\", \"182d2887-2bdc-42af-9545-2165d69e6783\", \"a9483acb-88ad-4b3c-a098-193bda52d6e7\", \"5e1d094e-4f2b-4be9-80da-25a845bfaeb8\", \"4b5304fd-8f3b-4851-b790-49e230213e94\"], \"total_duration\": 51.0, \"total_sessions\": 5, \"mean_week_duration\": 0.302}, \"69408\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-11-11 21:53:55.000000+00:00\", \"2020-09-17 04:08:56.000000+00:00\"], \"session_ids\": [\"f4e11a08-ec61-4676-b7c3-c6ea591ac5bf\", \"c5177e67-1487-4c5d-8ba1-d767276a4cc5\"], \"total_duration\": 121.0, \"total_sessions\": 2, \"mean_week_duration\": 15.125}, \"55523\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-06-11 12:01:12.000000+00:00\", \"2023-02-21 17:32:42.000000+00:00\"], \"session_ids\": [\"544bf81a-0c1d-462a-b79c-2be8f22e5049\", \"553d0ad3-0e93-4be1-a5f9-6091fd78119c\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.622}, \"44517\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-07-08 08:23:07.000000+00:00\", \"2019-12-30 10:08:35.000000+00:00\"], \"session_ids\": [\"7d914e74-2206-4154-9587-6b761a031009\", \"04784b34-8a56-43dc-9af0-55df8b527f89\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 8.32}, \"23732\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-01 13:44:17.000000+00:00\", \"2020-10-22 07:22:44.000000+00:00\"], \"session_ids\": [\"36c7af06-82a4-42bd-86cd-6a1b5f38f62d\", \"defea523-d17f-4249-88ad-9b4df93b303f\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 0.341}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"5982\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2022-09-05 03:59:05.000000+00:00\", \"2020-07-06 12:26:41.000000+00:00\", \"2019-04-22 21:00:30.000000+00:00\", \"2022-11-02 06:54:30.000000+00:00\", \"2019-04-01 23:25:59.000000+00:00\"], \"session_ids\": [\"1ba10317-e730-4a14-8861-7827f64f0912\", \"dc3b66ed-d834-4f19-80a7-a0d7edb61fd6\", \"d7e30bd9-89fe-43f3-a5b4-f5a6ed24cbd4\", \"af6736ae-ca65-4bb8-9e41-a944aab33ad4\", \"8a7b0ab4-5aa4-49eb-92ed-bb242bd2ff9c\"], \"total_duration\": 585.0, \"total_sessions\": 5, \"mean_week_duration\": 3.112}}, {\"98748\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-05-26 18:05:31.000000+00:00\", \"2019-03-02 12:19:25.000000+00:00\", \"2022-01-01 06:27:21.000000+00:00\", \"2019-03-04 02:05:58.000000+00:00\", \"2020-07-18 11:00:07.000000+00:00\"], \"session_ids\": [\"f1a85bba-2a5b-47a2-bb1c-1d7c26952bef\", \"182d2887-2bdc-42af-9545-2165d69e6783\", \"a9483acb-88ad-4b3c-a098-193bda52d6e7\", \"5e1d094e-4f2b-4be9-80da-25a845bfaeb8\", \"4b5304fd-8f3b-4851-b790-49e230213e94\"], \"total_duration\": 51.0, \"total_sessions\": 5, \"mean_week_duration\": 0.302}}, {\"61505\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-04-28 15:33:24.000000+00:00\", \"2022-10-22 12:08:06.000000+00:00\", \"2023-01-12 06:33:47.000000+00:00\"], \"session_ids\": [\"5699365b-0b50-466c-b690-bb19e2f6d480\", \"3a113bf9-5a19-4232-876c-ac785c3d99fc\", \"6d832f91-63ba-4159-8b35-7a46e616432b\"], \"total_duration\": 71.0, \"total_sessions\": 3, \"mean_week_duration\": 1.919}}, {\"21624\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-09-06 04:47:52.000000+00:00\", \"2019-07-16 12:03:43.000000+00:00\", \"2020-01-30 20:12:25.000000+00:00\"], \"session_ids\": [\"2f064b96-a376-4d0f-85c2-1e76c12b1666\", \"167de29c-dd0c-45a3-aa6f-f0f7b4cb42e8\", \"39763b95-e451-4e02-bdef-9e5a3cf511fe\"], \"total_duration\": 905.0, \"total_sessions\": 3, \"mean_week_duration\": 5.518}}, {\"17127\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-03-23 21:01:00.000000+00:00\", \"2020-07-28 17:39:55.000000+00:00\"], \"session_ids\": [\"337c6ccd-14e0-404a-94dd-5ef2b22f0852\", \"003302b1-af67-4f76-9eba-cc40512b8ea1\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 3.138}}, {\"27779\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2023-02-22 04:17:10.000000+00:00\", \"2019-01-18 04:49:42.000000+00:00\"], \"session_ids\": [\"2c7ccf03-fb41-4187-b545-6ec2f5882c90\", \"22a206af-97b6-4586-af71-8a06db98d119\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 0.43}}, {\"69408\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-11-11 21:53:55.000000+00:00\", \"2020-09-17 04:08:56.000000+00:00\"], \"session_ids\": [\"f4e11a08-ec61-4676-b7c3-c6ea591ac5bf\", \"c5177e67-1487-4c5d-8ba1-d767276a4cc5\"], \"total_duration\": 121.0, \"total_sessions\": 2, \"mean_week_duration\": 15.125}}, {\"55523\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-06-11 12:01:12.000000+00:00\", \"2023-02-21 17:32:42.000000+00:00\"], \"session_ids\": [\"544bf81a-0c1d-462a-b79c-2be8f22e5049\", \"553d0ad3-0e93-4be1-a5f9-6091fd78119c\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.622}}, {\"44517\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-07-08 08:23:07.000000+00:00\", \"2019-12-30 10:08:35.000000+00:00\"], \"session_ids\": [\"7d914e74-2206-4154-9587-6b761a031009\", \"04784b34-8a56-43dc-9af0-55df8b527f89\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 8.32}}, {\"23732\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-01 13:44:17.000000+00:00\", \"2020-10-22 07:22:44.000000+00:00\"], \"session_ids\": [\"36c7af06-82a4-42bd-86cd-6a1b5f38f62d\", \"defea523-d17f-4249-88ad-9b4df93b303f\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 0.341}}]\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[{\"5982\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2022-09-05 03:59:05.000000+00:00\", \"2020-07-06 12:26:41.000000+00:00\", \"2019-04-22 21:00:30.000000+00:00\", \"2022-11-02 06:54:30.000000+00:00\", \"2019-04-01 23:25:59.000000+00:00\"], \"session_ids\": [\"1ba10317-e730-4a14-8861-7827f64f0912\", \"dc3b66ed-d834-4f19-80a7-a0d7edb61fd6\", \"d7e30bd9-89fe-43f3-a5b4-f5a6ed24cbd4\", \"af6736ae-ca65-4bb8-9e41-a944aab33ad4\", \"8a7b0ab4-5aa4-49eb-92ed-bb242bd2ff9c\"], \"total_duration\": 585.0, \"total_sessions\": 5, \"mean_week_duration\": 3.112}}]\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[{\"5982\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2022-09-05 03:59:05.000000+00:00\", \"2020-07-06 12:26:41.000000+00:00\", \"2019-04-22 21:00:30.000000+00:00\", \"2022-11-02 06:54:30.000000+00:00\", \"2019-04-01 23:25:59.000000+00:00\"], \"session_ids\": [\"1ba10317-e730-4a14-8861-7827f64f0912\", \"dc3b66ed-d834-4f19-80a7-a0d7edb61fd6\", \"d7e30bd9-89fe-43f3-a5b4-f5a6ed24cbd4\", \"af6736ae-ca65-4bb8-9e41-a944aab33ad4\", \"8a7b0ab4-5aa4-49eb-92ed-bb242bd2ff9c\"], \"total_duration\": 585.0, \"total_sessions\": 5, \"mean_week_duration\": 3.112}}]\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 7 users who have time spent on the site per week strictly bigger than 3 and smaller than 29 also put to use sorting by duration of sessions per week desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"14160\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-06-28 16:06:38.000000+00:00\", \"2019-06-21 10:34:44.000000+00:00\", \"2021-07-12 20:50:04.000000+00:00\", \"2022-04-11 21:50:36.000000+00:00\"], \"session_ids\": [\"85e9b7b0-0665-4485-a123-5c7470ed7d05\", \"64c5fd0d-c8e8-4fac-8b79-ba42c2a10bd5\", \"3e283c5f-0118-4456-985c-1e32a2c4deed\", \"9fc0fc41-ea9d-4c15-b587-3dca223f8d58\"], \"total_duration\": 683.0, \"total_sessions\": 4, \"mean_week_duration\": 4.646}, \"90416\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-09-08 12:00:25.000000+00:00\", \"2019-06-29 04:55:47.000000+00:00\", \"2022-06-12 14:37:18.000000+00:00\"], \"session_ids\": [\"2eff1b90-5af1-476b-88dd-be6d33408641\", \"1402ffcc-d6e1-4037-a00a-8fd41abd7130\", \"d3b1bdf3-c100-4e36-9c8b-02fb598766e1\"], \"total_duration\": 118.0, \"total_sessions\": 3, \"mean_week_duration\": 0.761}, \"78598\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-03-21 05:30:12.000000+00:00\", \"2020-02-22 06:13:17.000000+00:00\"], \"session_ids\": [\"1d5b4e74-d349-40ba-9772-36abb3431324\", \"86b179bf-dfd6-4726-9063-3be7272b312f\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.193}, \"20924\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-06 03:53:55.000000+00:00\", \"2019-06-25 09:17:20.000000+00:00\"], \"session_ids\": [\"6056a3a3-1f8b-4075-b4b7-a64b58151dfc\", \"f8933163-9de8-472f-8fc9-9ef5424a53a5\"], \"total_duration\": 478.0, \"total_sessions\": 2, \"mean_week_duration\": 12.919}, \"93827\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-07-04 11:14:55.000000+00:00\", \"2022-12-22 06:28:08.000000+00:00\", \"2021-04-27 05:30:56.000000+00:00\", \"2021-02-05 20:45:32.000000+00:00\", \"2020-09-28 09:12:50.000000+00:00\", \"2019-11-18 04:14:16.000000+00:00\", \"2019-07-16 13:38:58.000000+00:00\", \"2023-03-26 17:16:36.000000+00:00\"], \"session_ids\": [\"39068a67-b003-4dbb-808f-1f31a8d4fce9\", \"603f347c-c5fa-4088-8553-0b969df78782\", \"7a37c0e2-7e3f-4983-89d6-a2ef4771966a\", \"7dd71309-81ea-48b7-97bb-5c6772c59bf3\", \"3afc156b-46c2-4b08-b424-0a848abbbeaf\", \"369a7165-ef85-4e87-846b-89e866947d0e\", \"9402206a-9626-47e1-9151-22ddceca72d8\", \"582a04a5-560b-43f5-8133-a23cfe7fef34\"], \"total_duration\": 757.0, \"total_sessions\": 8, \"mean_week_duration\": 3.882}, \"6298\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-04-05 09:31:53.000000+00:00\", \"2020-04-21 05:32:09.000000+00:00\", \"2021-07-29 06:46:59.000000+00:00\", \"2020-03-09 04:45:42.000000+00:00\", \"2022-04-14 20:11:35.000000+00:00\"], \"session_ids\": [\"392517de-227b-4e6c-b8bb-05f6e68097ca\", \"f6c79a49-ce69-4126-9b7e-686367f3ff91\", \"d03e60c6-550a-425d-9b5c-de2dfa59e8c7\", \"32b92e7b-435f-458e-abd6-192fc490e08b\", \"11a44fbc-b75f-4eee-8539-228c99a3267a\"], \"total_duration\": 160.0, \"total_sessions\": 5, \"mean_week_duration\": 1.455}, \"68014\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-03 22:19:20.000000+00:00\", \"2021-04-08 09:42:18.000000+00:00\"], \"session_ids\": [\"cf437d36-9d1b-4318-9fbe-b732d9ea551f\", \"d0eb3c25-9b77-4b0f-85f6-c9e3312fffb2\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.462}, \"84103\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-06-21 06:47:07.000000+00:00\", \"2022-11-17 03:18:50.000000+00:00\"], \"session_ids\": [\"f5771924-9681-4622-b50d-0270daa5fc0e\", \"f70708ec-ef67-4d28-9613-2b2ec186fd5a\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.23}, \"56718\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-08-23 08:27:12.000000+00:00\", \"2022-01-12 11:39:30.000000+00:00\"], \"session_ids\": [\"06617125-a27d-4984-a84f-3a2409da8822\", \"68291fbd-cb57-4f7e-b48e-3bab7b539bd5\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 1.048}, \"64456\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-26 20:58:58.000000+00:00\", \"2019-05-30 15:39:20.000000+00:00\", \"2019-05-04 22:16:06.000000+00:00\", \"2022-09-22 20:19:03.000000+00:00\"], \"session_ids\": [\"52d256db-2ad2-42bd-a555-3cd0798ac96c\", \"016a18e6-499b-4532-9dac-81f9f4716816\", \"01021167-b717-4b53-82f0-e9915680b8a0\", \"64b9e9dd-3443-4ac2-a75c-44979df84212\"], \"total_duration\": 864.0, \"total_sessions\": 4, \"mean_week_duration\": 4.881}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are greater than 3 and are equal or less than 29"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[3, 29]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"14160\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-06-28 16:06:38.000000+00:00\", \"2019-06-21 10:34:44.000000+00:00\", \"2021-07-12 20:50:04.000000+00:00\", \"2022-04-11 21:50:36.000000+00:00\"], \"session_ids\": [\"85e9b7b0-0665-4485-a123-5c7470ed7d05\", \"64c5fd0d-c8e8-4fac-8b79-ba42c2a10bd5\", \"3e283c5f-0118-4456-985c-1e32a2c4deed\", \"9fc0fc41-ea9d-4c15-b587-3dca223f8d58\"], \"total_duration\": 683.0, \"total_sessions\": 4, \"mean_week_duration\": 4.646}, \"20924\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-06 03:53:55.000000+00:00\", \"2019-06-25 09:17:20.000000+00:00\"], \"session_ids\": [\"6056a3a3-1f8b-4075-b4b7-a64b58151dfc\", \"f8933163-9de8-472f-8fc9-9ef5424a53a5\"], \"total_duration\": 478.0, \"total_sessions\": 2, \"mean_week_duration\": 12.919}, \"93827\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-07-04 11:14:55.000000+00:00\", \"2022-12-22 06:28:08.000000+00:00\", \"2021-04-27 05:30:56.000000+00:00\", \"2021-02-05 20:45:32.000000+00:00\", \"2020-09-28 09:12:50.000000+00:00\", \"2019-11-18 04:14:16.000000+00:00\", \"2019-07-16 13:38:58.000000+00:00\", \"2023-03-26 17:16:36.000000+00:00\"], \"session_ids\": [\"39068a67-b003-4dbb-808f-1f31a8d4fce9\", \"603f347c-c5fa-4088-8553-0b969df78782\", \"7a37c0e2-7e3f-4983-89d6-a2ef4771966a\", \"7dd71309-81ea-48b7-97bb-5c6772c59bf3\", \"3afc156b-46c2-4b08-b424-0a848abbbeaf\", \"369a7165-ef85-4e87-846b-89e866947d0e\", \"9402206a-9626-47e1-9151-22ddceca72d8\", \"582a04a5-560b-43f5-8133-a23cfe7fef34\"], \"total_duration\": 757.0, \"total_sessions\": 8, \"mean_week_duration\": 3.882}, \"64456\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-26 20:58:58.000000+00:00\", \"2019-05-30 15:39:20.000000+00:00\", \"2019-05-04 22:16:06.000000+00:00\", \"2022-09-22 20:19:03.000000+00:00\"], \"session_ids\": [\"52d256db-2ad2-42bd-a555-3cd0798ac96c\", \"016a18e6-499b-4532-9dac-81f9f4716816\", \"01021167-b717-4b53-82f0-e9915680b8a0\", \"64b9e9dd-3443-4ac2-a75c-44979df84212\"], \"total_duration\": 864.0, \"total_sessions\": 4, \"mean_week_duration\": 4.881}}\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[{\"20924\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-06 03:53:55.000000+00:00\", \"2019-06-25 09:17:20.000000+00:00\"], \"session_ids\": [\"6056a3a3-1f8b-4075-b4b7-a64b58151dfc\", \"f8933163-9de8-472f-8fc9-9ef5424a53a5\"], \"total_duration\": 478.0, \"total_sessions\": 2, \"mean_week_duration\": 12.919}}, {\"64456\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-26 20:58:58.000000+00:00\", \"2019-05-30 15:39:20.000000+00:00\", \"2019-05-04 22:16:06.000000+00:00\", \"2022-09-22 20:19:03.000000+00:00\"], \"session_ids\": [\"52d256db-2ad2-42bd-a555-3cd0798ac96c\", \"016a18e6-499b-4532-9dac-81f9f4716816\", \"01021167-b717-4b53-82f0-e9915680b8a0\", \"64b9e9dd-3443-4ac2-a75c-44979df84212\"], \"total_duration\": 864.0, \"total_sessions\": 4, \"mean_week_duration\": 4.881}}, {\"14160\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-06-28 16:06:38.000000+00:00\", \"2019-06-21 10:34:44.000000+00:00\", \"2021-07-12 20:50:04.000000+00:00\", \"2022-04-11 21:50:36.000000+00:00\"], \"session_ids\": [\"85e9b7b0-0665-4485-a123-5c7470ed7d05\", \"64c5fd0d-c8e8-4fac-8b79-ba42c2a10bd5\", \"3e283c5f-0118-4456-985c-1e32a2c4deed\", \"9fc0fc41-ea9d-4c15-b587-3dca223f8d58\"], \"total_duration\": 683.0, \"total_sessions\": 4, \"mean_week_duration\": 4.646}}, {\"93827\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-07-04 11:14:55.000000+00:00\", \"2022-12-22 06:28:08.000000+00:00\", \"2021-04-27 05:30:56.000000+00:00\", \"2021-02-05 20:45:32.000000+00:00\", \"2020-09-28 09:12:50.000000+00:00\", \"2019-11-18 04:14:16.000000+00:00\", \"2019-07-16 13:38:58.000000+00:00\", \"2023-03-26 17:16:36.000000+00:00\"], \"session_ids\": [\"39068a67-b003-4dbb-808f-1f31a8d4fce9\", \"603f347c-c5fa-4088-8553-0b969df78782\", \"7a37c0e2-7e3f-4983-89d6-a2ef4771966a\", \"7dd71309-81ea-48b7-97bb-5c6772c59bf3\", \"3afc156b-46c2-4b08-b424-0a848abbbeaf\", \"369a7165-ef85-4e87-846b-89e866947d0e\", \"9402206a-9626-47e1-9151-22ddceca72d8\", \"582a04a5-560b-43f5-8133-a23cfe7fef34\"], \"total_duration\": 757.0, \"total_sessions\": 8, \"mean_week_duration\": 3.882}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 7 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"20924\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-06 03:53:55.000000+00:00\", \"2019-06-25 09:17:20.000000+00:00\"], \"session_ids\": [\"6056a3a3-1f8b-4075-b4b7-a64b58151dfc\", \"f8933163-9de8-472f-8fc9-9ef5424a53a5\"], \"total_duration\": 478.0, \"total_sessions\": 2, \"mean_week_duration\": 12.919}}, {\"64456\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-26 20:58:58.000000+00:00\", \"2019-05-30 15:39:20.000000+00:00\", \"2019-05-04 22:16:06.000000+00:00\", \"2022-09-22 20:19:03.000000+00:00\"], \"session_ids\": [\"52d256db-2ad2-42bd-a555-3cd0798ac96c\", \"016a18e6-499b-4532-9dac-81f9f4716816\", \"01021167-b717-4b53-82f0-e9915680b8a0\", \"64b9e9dd-3443-4ac2-a75c-44979df84212\"], \"total_duration\": 864.0, \"total_sessions\": 4, \"mean_week_duration\": 4.881}}, {\"14160\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-06-28 16:06:38.000000+00:00\", \"2019-06-21 10:34:44.000000+00:00\", \"2021-07-12 20:50:04.000000+00:00\", \"2022-04-11 21:50:36.000000+00:00\"], \"session_ids\": [\"85e9b7b0-0665-4485-a123-5c7470ed7d05\", \"64c5fd0d-c8e8-4fac-8b79-ba42c2a10bd5\", \"3e283c5f-0118-4456-985c-1e32a2c4deed\", \"9fc0fc41-ea9d-4c15-b587-3dca223f8d58\"], \"total_duration\": 683.0, \"total_sessions\": 4, \"mean_week_duration\": 4.646}}, {\"93827\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-07-04 11:14:55.000000+00:00\", \"2022-12-22 06:28:08.000000+00:00\", \"2021-04-27 05:30:56.000000+00:00\", \"2021-02-05 20:45:32.000000+00:00\", \"2020-09-28 09:12:50.000000+00:00\", \"2019-11-18 04:14:16.000000+00:00\", \"2019-07-16 13:38:58.000000+00:00\", \"2023-03-26 17:16:36.000000+00:00\"], \"session_ids\": [\"39068a67-b003-4dbb-808f-1f31a8d4fce9\", \"603f347c-c5fa-4088-8553-0b969df78782\", \"7a37c0e2-7e3f-4983-89d6-a2ef4771966a\", \"7dd71309-81ea-48b7-97bb-5c6772c59bf3\", \"3afc156b-46c2-4b08-b424-0a848abbbeaf\", \"369a7165-ef85-4e87-846b-89e866947d0e\", \"9402206a-9626-47e1-9151-22ddceca72d8\", \"582a04a5-560b-43f5-8133-a23cfe7fef34\"], \"total_duration\": 757.0, \"total_sessions\": 8, \"mean_week_duration\": 3.882}}]\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[{\"20924\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-06 03:53:55.000000+00:00\", \"2019-06-25 09:17:20.000000+00:00\"], \"session_ids\": [\"6056a3a3-1f8b-4075-b4b7-a64b58151dfc\", \"f8933163-9de8-472f-8fc9-9ef5424a53a5\"], \"total_duration\": 478.0, \"total_sessions\": 2, \"mean_week_duration\": 12.919}}, {\"64456\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-26 20:58:58.000000+00:00\", \"2019-05-30 15:39:20.000000+00:00\", \"2019-05-04 22:16:06.000000+00:00\", \"2022-09-22 20:19:03.000000+00:00\"], \"session_ids\": [\"52d256db-2ad2-42bd-a555-3cd0798ac96c\", \"016a18e6-499b-4532-9dac-81f9f4716816\", \"01021167-b717-4b53-82f0-e9915680b8a0\", \"64b9e9dd-3443-4ac2-a75c-44979df84212\"], \"total_duration\": 864.0, \"total_sessions\": 4, \"mean_week_duration\": 4.881}}, {\"14160\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-06-28 16:06:38.000000+00:00\", \"2019-06-21 10:34:44.000000+00:00\", \"2021-07-12 20:50:04.000000+00:00\", \"2022-04-11 21:50:36.000000+00:00\"], \"session_ids\": [\"85e9b7b0-0665-4485-a123-5c7470ed7d05\", \"64c5fd0d-c8e8-4fac-8b79-ba42c2a10bd5\", \"3e283c5f-0118-4456-985c-1e32a2c4deed\", \"9fc0fc41-ea9d-4c15-b587-3dca223f8d58\"], \"total_duration\": 683.0, \"total_sessions\": 4, \"mean_week_duration\": 4.646}}, {\"93827\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-07-04 11:14:55.000000+00:00\", \"2022-12-22 06:28:08.000000+00:00\", \"2021-04-27 05:30:56.000000+00:00\", \"2021-02-05 20:45:32.000000+00:00\", \"2020-09-28 09:12:50.000000+00:00\", \"2019-11-18 04:14:16.000000+00:00\", \"2019-07-16 13:38:58.000000+00:00\", \"2023-03-26 17:16:36.000000+00:00\"], \"session_ids\": [\"39068a67-b003-4dbb-808f-1f31a8d4fce9\", \"603f347c-c5fa-4088-8553-0b969df78782\", \"7a37c0e2-7e3f-4983-89d6-a2ef4771966a\", \"7dd71309-81ea-48b7-97bb-5c6772c59bf3\", \"3afc156b-46c2-4b08-b424-0a848abbbeaf\", \"369a7165-ef85-4e87-846b-89e866947d0e\", \"9402206a-9626-47e1-9151-22ddceca72d8\", \"582a04a5-560b-43f5-8133-a23cfe7fef34\"], \"total_duration\": 757.0, \"total_sessions\": 8, \"mean_week_duration\": 3.882}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Give me details on 2 users who don't live in cities Santiago, Lisbon and in addition put to use sorting by overall total sessions in asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"84883\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-08-24 14:59:45.000000+00:00\", \"2022-04-04 08:30:21.000000+00:00\", \"2022-08-15 13:38:01.000000+00:00\", \"2021-12-18 07:12:51.000000+00:00\"], \"session_ids\": [\"b166b646-5514-4c5b-a5ea-cea183dca0d6\", \"7bcf5ce9-6af4-4ce9-8915-210425826591\", \"f452a3dc-4d93-4158-9bbf-4202b28be055\", \"f91ec5d8-150b-464f-a82b-7e20d419d087\"], \"total_duration\": 29.0, \"total_sessions\": 4, \"mean_week_duration\": 0.806}, \"45229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-02-07 23:40:26.000000+00:00\", \"2021-03-29 21:18:33.000000+00:00\"], \"session_ids\": [\"03b9e991-ff2c-412b-8bb3-05b23d6f3b6d\", \"f3b1f719-7de2-4038-8b0c-8ce13b9409f6\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 18.571}, \"95384\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-08-25 08:10:10.000000+00:00\", \"2021-02-16 03:06:17.000000+00:00\", \"2022-12-22 16:29:24.000000+00:00\", \"2020-05-22 09:11:40.000000+00:00\"], \"session_ids\": [\"1fcbcdf4-0a2e-49a6-80d8-328af8169a69\", \"bc87c169-349b-414e-9d8a-abf95a374ded\", \"e43c81a1-9437-4620-b27b-3dcc7a5e7037\", \"da0ddff9-dfda-489c-99ef-5bb4efcfe7ff\"], \"total_duration\": 142.0, \"total_sessions\": 4, \"mean_week_duration\": 1.052}, \"7961\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-01-28 12:35:53.000000+00:00\", \"2019-05-17 06:17:10.000000+00:00\", \"2022-07-30 05:57:26.000000+00:00\"], \"session_ids\": [\"5dd91fc3-dfae-452d-9079-1691cb76327a\", \"34632b39-33ad-420d-a6ef-30b73b1aa092\", \"b2577816-5404-45e5-956b-cebc99eb87c7\"], \"total_duration\": 184.0, \"total_sessions\": 3, \"mean_week_duration\": 1.102}, \"44321\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-04-24 07:04:02.000000+00:00\", \"2021-02-08 02:45:47.000000+00:00\", \"2021-04-25 20:05:13.000000+00:00\", \"2022-07-02 17:13:14.000000+00:00\", \"2023-04-19 15:09:09.000000+00:00\", \"2019-07-28 02:54:19.000000+00:00\"], \"session_ids\": [\"3381cc0d-791a-4e87-ba41-19f406be12dc\", \"984711b3-e27a-4036-8647-f7ff7183e0f9\", \"51e1066d-066a-4360-870d-04c6f5fe1cd7\", \"0bb933f0-7025-444c-b2d4-90f238e77d11\", \"ce2f1ee4-275f-456f-97b6-b3e53f0c4693\", \"0c31e3b7-a371-49b2-8b2f-85b28e655db1\"], \"total_duration\": 277.0, \"total_sessions\": 6, \"mean_week_duration\": 1.421}, \"61074\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-01-02 17:42:25.000000+00:00\", \"2019-09-15 03:05:22.000000+00:00\"], \"session_ids\": [\"a84da263-8762-4e6a-8aa0-6f13ad7df918\", \"3287bd77-d8fb-4917-af14-40e88499e351\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 0.642}, \"12723\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-03-06 04:34:33.000000+00:00\", \"2020-07-12 05:34:20.000000+00:00\", \"2019-03-17 20:16:23.000000+00:00\", \"2019-11-14 10:36:58.000000+00:00\", \"2019-03-12 10:14:46.000000+00:00\", \"2020-09-22 19:27:17.000000+00:00\", \"2021-04-11 01:39:16.000000+00:00\", \"2019-11-03 02:14:47.000000+00:00\", \"2021-09-27 10:45:24.000000+00:00\", \"2022-09-15 12:49:51.000000+00:00\", \"2022-10-18 17:30:54.000000+00:00\"], \"session_ids\": [\"b21811a1-7012-4434-b07a-cc6c5d9900bb\", \"7e45b2c2-7adf-413c-b1e4-3d620c5e7103\", \"54572803-32a5-4f26-9b4a-df84360f509c\", \"2d56b691-4aa6-4322-87d7-c4e3502327ff\", \"f24eb9c4-98af-460c-8e5f-bd2b5f7aaba0\", \"f0bb5382-ba71-465e-bb1f-00d1255b1946\", \"2bd6bba1-e512-41b9-b044-80d08fb8bfce\", \"54409062-949c-4f0b-9f3b-f19f485729ec\", \"90194c02-12ff-4743-b9fa-e0c0644f094d\", \"3b5c144f-71fe-47fb-b3d8-229e6fdea72e\", \"b77a3226-419a-4144-9d4b-91a3c169e296\"], \"total_duration\": 21963.0, \"total_sessions\": 11, \"mean_week_duration\": 105.591}, \"33697\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-07-19 11:01:18.000000+00:00\", \"2021-11-18 19:51:18.000000+00:00\"], \"session_ids\": [\"7e96825a-7e0b-4fca-b11d-936ed23d7758\", \"9b7685ec-080a-4d8c-bcdc-9b349d77ff99\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.944}, \"60213\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-04-15 03:57:50.000000+00:00\", \"2019-06-13 17:42:21.000000+00:00\"], \"session_ids\": [\"29ba95f1-d8eb-4e5d-93fd-b34f26385a47\", \"ce71f1e1-cc36-4bfa-b46b-4cb76b51c41d\"], \"total_duration\": 434.0, \"total_sessions\": 2, \"mean_week_duration\": 2.932}, \"19541\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-27 18:32:36.000000+00:00\", \"2021-08-13 15:24:44.000000+00:00\", \"2020-08-09 21:39:19.000000+00:00\", \"2020-05-21 12:08:05.000000+00:00\", \"2021-10-04 04:54:08.000000+00:00\", \"2022-02-13 14:19:29.000000+00:00\", \"2023-04-16 06:42:31.000000+00:00\"], \"session_ids\": [\"cd45a235-74f0-447d-9dc5-c0619a8adc83\", \"2b595361-7953-4a33-be3c-5bc322f1f563\", \"55534402-fd9f-4ff7-88d7-b3b0288cc672\", \"4c6cafba-6e37-43f2-81ae-4d8110aae546\", \"553eb0c3-a9cb-49c4-885a-3efb901e117c\", \"b7484fa7-a29f-46a6-bb75-36b4fb5f91e9\", \"d1d18241-1af9-43fe-a2a1-b50f8cb0fbd8\"], \"total_duration\": 4404.0, \"total_sessions\": 7, \"mean_week_duration\": 27.185}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Santiago, Larebon"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Santiago\", \"Lisbon\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"45229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-02-07 23:40:26.000000+00:00\", \"2021-03-29 21:18:33.000000+00:00\"], \"session_ids\": [\"03b9e991-ff2c-412b-8bb3-05b23d6f3b6d\", \"f3b1f719-7de2-4038-8b0c-8ce13b9409f6\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 18.571}, \"95384\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-08-25 08:10:10.000000+00:00\", \"2021-02-16 03:06:17.000000+00:00\", \"2022-12-22 16:29:24.000000+00:00\", \"2020-05-22 09:11:40.000000+00:00\"], \"session_ids\": [\"1fcbcdf4-0a2e-49a6-80d8-328af8169a69\", \"bc87c169-349b-414e-9d8a-abf95a374ded\", \"e43c81a1-9437-4620-b27b-3dcc7a5e7037\", \"da0ddff9-dfda-489c-99ef-5bb4efcfe7ff\"], \"total_duration\": 142.0, \"total_sessions\": 4, \"mean_week_duration\": 1.052}, \"7961\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-01-28 12:35:53.000000+00:00\", \"2019-05-17 06:17:10.000000+00:00\", \"2022-07-30 05:57:26.000000+00:00\"], \"session_ids\": [\"5dd91fc3-dfae-452d-9079-1691cb76327a\", \"34632b39-33ad-420d-a6ef-30b73b1aa092\", \"b2577816-5404-45e5-956b-cebc99eb87c7\"], \"total_duration\": 184.0, \"total_sessions\": 3, \"mean_week_duration\": 1.102}, \"44321\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-04-24 07:04:02.000000+00:00\", \"2021-02-08 02:45:47.000000+00:00\", \"2021-04-25 20:05:13.000000+00:00\", \"2022-07-02 17:13:14.000000+00:00\", \"2023-04-19 15:09:09.000000+00:00\", \"2019-07-28 02:54:19.000000+00:00\"], \"session_ids\": [\"3381cc0d-791a-4e87-ba41-19f406be12dc\", \"984711b3-e27a-4036-8647-f7ff7183e0f9\", \"51e1066d-066a-4360-870d-04c6f5fe1cd7\", \"0bb933f0-7025-444c-b2d4-90f238e77d11\", \"ce2f1ee4-275f-456f-97b6-b3e53f0c4693\", \"0c31e3b7-a371-49b2-8b2f-85b28e655db1\"], \"total_duration\": 277.0, \"total_sessions\": 6, \"mean_week_duration\": 1.421}, \"61074\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-01-02 17:42:25.000000+00:00\", \"2019-09-15 03:05:22.000000+00:00\"], \"session_ids\": [\"a84da263-8762-4e6a-8aa0-6f13ad7df918\", \"3287bd77-d8fb-4917-af14-40e88499e351\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 0.642}, \"12723\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-03-06 04:34:33.000000+00:00\", \"2020-07-12 05:34:20.000000+00:00\", \"2019-03-17 20:16:23.000000+00:00\", \"2019-11-14 10:36:58.000000+00:00\", \"2019-03-12 10:14:46.000000+00:00\", \"2020-09-22 19:27:17.000000+00:00\", \"2021-04-11 01:39:16.000000+00:00\", \"2019-11-03 02:14:47.000000+00:00\", \"2021-09-27 10:45:24.000000+00:00\", \"2022-09-15 12:49:51.000000+00:00\", \"2022-10-18 17:30:54.000000+00:00\"], \"session_ids\": [\"b21811a1-7012-4434-b07a-cc6c5d9900bb\", \"7e45b2c2-7adf-413c-b1e4-3d620c5e7103\", \"54572803-32a5-4f26-9b4a-df84360f509c\", \"2d56b691-4aa6-4322-87d7-c4e3502327ff\", \"f24eb9c4-98af-460c-8e5f-bd2b5f7aaba0\", \"f0bb5382-ba71-465e-bb1f-00d1255b1946\", \"2bd6bba1-e512-41b9-b044-80d08fb8bfce\", \"54409062-949c-4f0b-9f3b-f19f485729ec\", \"90194c02-12ff-4743-b9fa-e0c0644f094d\", \"3b5c144f-71fe-47fb-b3d8-229e6fdea72e\", \"b77a3226-419a-4144-9d4b-91a3c169e296\"], \"total_duration\": 21963.0, \"total_sessions\": 11, \"mean_week_duration\": 105.591}, \"33697\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-07-19 11:01:18.000000+00:00\", \"2021-11-18 19:51:18.000000+00:00\"], \"session_ids\": [\"7e96825a-7e0b-4fca-b11d-936ed23d7758\", \"9b7685ec-080a-4d8c-bcdc-9b349d77ff99\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.944}, \"60213\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-04-15 03:57:50.000000+00:00\", \"2019-06-13 17:42:21.000000+00:00\"], \"session_ids\": [\"29ba95f1-d8eb-4e5d-93fd-b34f26385a47\", \"ce71f1e1-cc36-4bfa-b46b-4cb76b51c41d\"], \"total_duration\": 434.0, \"total_sessions\": 2, \"mean_week_duration\": 2.932}, \"19541\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-27 18:32:36.000000+00:00\", \"2021-08-13 15:24:44.000000+00:00\", \"2020-08-09 21:39:19.000000+00:00\", \"2020-05-21 12:08:05.000000+00:00\", \"2021-10-04 04:54:08.000000+00:00\", \"2022-02-13 14:19:29.000000+00:00\", \"2023-04-16 06:42:31.000000+00:00\"], \"session_ids\": [\"cd45a235-74f0-447d-9dc5-c0619a8adc83\", \"2b595361-7953-4a33-be3c-5bc322f1f563\", \"55534402-fd9f-4ff7-88d7-b3b0288cc672\", \"4c6cafba-6e37-43f2-81ae-4d8110aae546\", \"553eb0c3-a9cb-49c4-885a-3efb901e117c\", \"b7484fa7-a29f-46a6-bb75-36b4fb5f91e9\", \"d1d18241-1af9-43fe-a2a1-b50f8cb0fbd8\"], \"total_duration\": 4404.0, \"total_sessions\": 7, \"mean_week_duration\": 27.185}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_sessions"
},
{
"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[{\"45229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-02-07 23:40:26.000000+00:00\", \"2021-03-29 21:18:33.000000+00:00\"], \"session_ids\": [\"03b9e991-ff2c-412b-8bb3-05b23d6f3b6d\", \"f3b1f719-7de2-4038-8b0c-8ce13b9409f6\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 18.571}}, {\"61074\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-01-02 17:42:25.000000+00:00\", \"2019-09-15 03:05:22.000000+00:00\"], \"session_ids\": [\"a84da263-8762-4e6a-8aa0-6f13ad7df918\", \"3287bd77-d8fb-4917-af14-40e88499e351\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 0.642}}, {\"33697\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-07-19 11:01:18.000000+00:00\", \"2021-11-18 19:51:18.000000+00:00\"], \"session_ids\": [\"7e96825a-7e0b-4fca-b11d-936ed23d7758\", \"9b7685ec-080a-4d8c-bcdc-9b349d77ff99\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.944}}, {\"60213\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-04-15 03:57:50.000000+00:00\", \"2019-06-13 17:42:21.000000+00:00\"], \"session_ids\": [\"29ba95f1-d8eb-4e5d-93fd-b34f26385a47\", \"ce71f1e1-cc36-4bfa-b46b-4cb76b51c41d\"], \"total_duration\": 434.0, \"total_sessions\": 2, \"mean_week_duration\": 2.932}}, {\"7961\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-01-28 12:35:53.000000+00:00\", \"2019-05-17 06:17:10.000000+00:00\", \"2022-07-30 05:57:26.000000+00:00\"], \"session_ids\": [\"5dd91fc3-dfae-452d-9079-1691cb76327a\", \"34632b39-33ad-420d-a6ef-30b73b1aa092\", \"b2577816-5404-45e5-956b-cebc99eb87c7\"], \"total_duration\": 184.0, \"total_sessions\": 3, \"mean_week_duration\": 1.102}}, {\"95384\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-08-25 08:10:10.000000+00:00\", \"2021-02-16 03:06:17.000000+00:00\", \"2022-12-22 16:29:24.000000+00:00\", \"2020-05-22 09:11:40.000000+00:00\"], \"session_ids\": [\"1fcbcdf4-0a2e-49a6-80d8-328af8169a69\", \"bc87c169-349b-414e-9d8a-abf95a374ded\", \"e43c81a1-9437-4620-b27b-3dcc7a5e7037\", \"da0ddff9-dfda-489c-99ef-5bb4efcfe7ff\"], \"total_duration\": 142.0, \"total_sessions\": 4, \"mean_week_duration\": 1.052}}, {\"44321\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-04-24 07:04:02.000000+00:00\", \"2021-02-08 02:45:47.000000+00:00\", \"2021-04-25 20:05:13.000000+00:00\", \"2022-07-02 17:13:14.000000+00:00\", \"2023-04-19 15:09:09.000000+00:00\", \"2019-07-28 02:54:19.000000+00:00\"], \"session_ids\": [\"3381cc0d-791a-4e87-ba41-19f406be12dc\", \"984711b3-e27a-4036-8647-f7ff7183e0f9\", \"51e1066d-066a-4360-870d-04c6f5fe1cd7\", \"0bb933f0-7025-444c-b2d4-90f238e77d11\", \"ce2f1ee4-275f-456f-97b6-b3e53f0c4693\", \"0c31e3b7-a371-49b2-8b2f-85b28e655db1\"], \"total_duration\": 277.0, \"total_sessions\": 6, \"mean_week_duration\": 1.421}}, {\"19541\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-27 18:32:36.000000+00:00\", \"2021-08-13 15:24:44.000000+00:00\", \"2020-08-09 21:39:19.000000+00:00\", \"2020-05-21 12:08:05.000000+00:00\", \"2021-10-04 04:54:08.000000+00:00\", \"2022-02-13 14:19:29.000000+00:00\", \"2023-04-16 06:42:31.000000+00:00\"], \"session_ids\": [\"cd45a235-74f0-447d-9dc5-c0619a8adc83\", \"2b595361-7953-4a33-be3c-5bc322f1f563\", \"55534402-fd9f-4ff7-88d7-b3b0288cc672\", \"4c6cafba-6e37-43f2-81ae-4d8110aae546\", \"553eb0c3-a9cb-49c4-885a-3efb901e117c\", \"b7484fa7-a29f-46a6-bb75-36b4fb5f91e9\", \"d1d18241-1af9-43fe-a2a1-b50f8cb0fbd8\"], \"total_duration\": 4404.0, \"total_sessions\": 7, \"mean_week_duration\": 27.185}}, {\"12723\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-03-06 04:34:33.000000+00:00\", \"2020-07-12 05:34:20.000000+00:00\", \"2019-03-17 20:16:23.000000+00:00\", \"2019-11-14 10:36:58.000000+00:00\", \"2019-03-12 10:14:46.000000+00:00\", \"2020-09-22 19:27:17.000000+00:00\", \"2021-04-11 01:39:16.000000+00:00\", \"2019-11-03 02:14:47.000000+00:00\", \"2021-09-27 10:45:24.000000+00:00\", \"2022-09-15 12:49:51.000000+00:00\", \"2022-10-18 17:30:54.000000+00:00\"], \"session_ids\": [\"b21811a1-7012-4434-b07a-cc6c5d9900bb\", \"7e45b2c2-7adf-413c-b1e4-3d620c5e7103\", \"54572803-32a5-4f26-9b4a-df84360f509c\", \"2d56b691-4aa6-4322-87d7-c4e3502327ff\", \"f24eb9c4-98af-460c-8e5f-bd2b5f7aaba0\", \"f0bb5382-ba71-465e-bb1f-00d1255b1946\", \"2bd6bba1-e512-41b9-b044-80d08fb8bfce\", \"54409062-949c-4f0b-9f3b-f19f485729ec\", \"90194c02-12ff-4743-b9fa-e0c0644f094d\", \"3b5c144f-71fe-47fb-b3d8-229e6fdea72e\", \"b77a3226-419a-4144-9d4b-91a3c169e296\"], \"total_duration\": 21963.0, \"total_sessions\": 11, \"mean_week_duration\": 105.591}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"45229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-02-07 23:40:26.000000+00:00\", \"2021-03-29 21:18:33.000000+00:00\"], \"session_ids\": [\"03b9e991-ff2c-412b-8bb3-05b23d6f3b6d\", \"f3b1f719-7de2-4038-8b0c-8ce13b9409f6\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 18.571}}, {\"61074\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-01-02 17:42:25.000000+00:00\", \"2019-09-15 03:05:22.000000+00:00\"], \"session_ids\": [\"a84da263-8762-4e6a-8aa0-6f13ad7df918\", \"3287bd77-d8fb-4917-af14-40e88499e351\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 0.642}}]\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[{\"45229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-02-07 23:40:26.000000+00:00\", \"2021-03-29 21:18:33.000000+00:00\"], \"session_ids\": [\"03b9e991-ff2c-412b-8bb3-05b23d6f3b6d\", \"f3b1f719-7de2-4038-8b0c-8ce13b9409f6\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 18.571}}, {\"61074\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-01-02 17:42:25.000000+00:00\", \"2019-09-15 03:05:22.000000+00:00\"], \"session_ids\": [\"a84da263-8762-4e6a-8aa0-6f13ad7df918\", \"3287bd77-d8fb-4917-af14-40e88499e351\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 0.642}}]\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 5 users with a duration total that is higher than 1006 and lower than 2854 additionaly apply sorting by duration total from the smallest value to the largest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"91212\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2023-01-15 01:43:57.000000+00:00\", \"2023-02-04 15:31:20.000000+00:00\", \"2022-10-02 15:40:17.000000+00:00\"], \"session_ids\": [\"5cb7fcd2-1e73-4472-a33a-5963e9242a96\", \"27c8e582-5bf5-4413-9b5b-d009b6c97a10\", \"43a3f472-5f73-4e8c-ad15-887c1419146e\"], \"total_duration\": 125.0, \"total_sessions\": 3, \"mean_week_duration\": 6.944}, \"86681\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-09 05:21:29.000000+00:00\", \"2022-09-16 10:22:33.000000+00:00\"], \"session_ids\": [\"2dafd789-65f1-4791-9db1-a081f1b05439\", \"90f8ec9b-03c7-4ee6-9731-4edae46176e9\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 1.795}, \"83503\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-01-29 19:41:14.000000+00:00\", \"2021-03-18 17:00:22.000000+00:00\"], \"session_ids\": [\"02192a14-2d78-4120-9d02-30b4a4b39778\", \"a1c23d49-30d8-4ff5-96a5-8866308634eb\"], \"total_duration\": 352.0, \"total_sessions\": 2, \"mean_week_duration\": 3.143}, \"89065\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-05-02 19:27:25.000000+00:00\", \"2022-12-31 07:56:31.000000+00:00\", \"2023-03-10 23:29:11.000000+00:00\"], \"session_ids\": [\"39f26cbb-d581-4c52-a5af-551944d074a4\", \"978567c7-8c8b-4a56-8814-b44175945395\", \"651952b2-ab97-4614-a67b-102ddbd9600c\"], \"total_duration\": 901.0, \"total_sessions\": 3, \"mean_week_duration\": 6.047}, \"98343\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-07-16 17:55:11.000000+00:00\", \"2021-07-05 23:08:52.000000+00:00\"], \"session_ids\": [\"f8058804-3c93-41e0-94ac-cd9a4c7a33d5\", \"95c55432-c44b-4077-8052-0188ec15f864\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.648}, \"81842\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-10-27 10:41:42.000000+00:00\", \"2021-03-03 16:49:56.000000+00:00\", \"2020-06-15 09:59:12.000000+00:00\"], \"session_ids\": [\"1b16ca8b-af13-4d71-ad90-5dd032a1c102\", \"3e48b6f0-a72a-498c-8ca0-8ea083b1b14d\", \"d1890e6e-17ef-4a71-853a-8a8760f1b478\"], \"total_duration\": 109.0, \"total_sessions\": 3, \"mean_week_duration\": 1.535}, \"82707\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-10-20 20:26:35.000000+00:00\", \"2023-06-22 07:43:50.000000+00:00\", \"2019-08-20 11:52:16.000000+00:00\"], \"session_ids\": [\"4dfd5b43-1a12-4d07-bb94-38a5179807cb\", \"3bc9078c-447d-4546-870c-701ae7f2fd12\", \"b4d4083a-b16b-4c60-9c4d-5ed6156ed0cc\"], \"total_duration\": 26.0, \"total_sessions\": 3, \"mean_week_duration\": 0.129}, \"10605\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-03-07 00:00:18.000000+00:00\", \"2019-12-25 07:12:23.000000+00:00\"], \"session_ids\": [\"866fb0e3-63e3-4396-89ee-a027d24772aa\", \"abc3ce9b-ac15-4969-8d6d-4ca165d4b819\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 1.167}, \"7223\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-08-30 18:46:41.000000+00:00\", \"2019-08-01 21:38:54.000000+00:00\"], \"session_ids\": [\"b6c66e33-2795-44aa-90ca-5f398a756c74\", \"9b504f60-bd34-4d2f-b917-4c5d8dd7ac67\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 1.012}, \"63290\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-06-26 17:25:56.000000+00:00\", \"2022-06-20 04:07:11.000000+00:00\", \"2021-06-05 12:06:07.000000+00:00\", \"2019-01-04 05:15:20.000000+00:00\", \"2019-08-11 02:38:42.000000+00:00\"], \"session_ids\": [\"82a472a7-3ced-44ec-a8a7-5634387a052c\", \"856b2caa-591c-4768-af02-458e99e89b6a\", \"6ac59d76-e8ab-4aee-8130-4a8458c4aabc\", \"2659378c-e4c9-42c1-ba2c-cdea226da084\", \"9a845fb7-efae-4ed5-9353-ed9c40b17047\"], \"total_duration\": 1855.0, \"total_sessions\": 5, \"mean_week_duration\": 7.927}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or greater than 1006 and are equal or less than 2854"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[1006, 2854]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"63290\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-06-26 17:25:56.000000+00:00\", \"2022-06-20 04:07:11.000000+00:00\", \"2021-06-05 12:06:07.000000+00:00\", \"2019-01-04 05:15:20.000000+00:00\", \"2019-08-11 02:38:42.000000+00:00\"], \"session_ids\": [\"82a472a7-3ced-44ec-a8a7-5634387a052c\", \"856b2caa-591c-4768-af02-458e99e89b6a\", \"6ac59d76-e8ab-4aee-8130-4a8458c4aabc\", \"2659378c-e4c9-42c1-ba2c-cdea226da084\", \"9a845fb7-efae-4ed5-9353-ed9c40b17047\"], \"total_duration\": 1855.0, \"total_sessions\": 5, \"mean_week_duration\": 7.927}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"63290\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-06-26 17:25:56.000000+00:00\", \"2022-06-20 04:07:11.000000+00:00\", \"2021-06-05 12:06:07.000000+00:00\", \"2019-01-04 05:15:20.000000+00:00\", \"2019-08-11 02:38:42.000000+00:00\"], \"session_ids\": [\"82a472a7-3ced-44ec-a8a7-5634387a052c\", \"856b2caa-591c-4768-af02-458e99e89b6a\", \"6ac59d76-e8ab-4aee-8130-4a8458c4aabc\", \"2659378c-e4c9-42c1-ba2c-cdea226da084\", \"9a845fb7-efae-4ed5-9353-ed9c40b17047\"], \"total_duration\": 1855.0, \"total_sessions\": 5, \"mean_week_duration\": 7.927}}]\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[{\"63290\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-06-26 17:25:56.000000+00:00\", \"2022-06-20 04:07:11.000000+00:00\", \"2021-06-05 12:06:07.000000+00:00\", \"2019-01-04 05:15:20.000000+00:00\", \"2019-08-11 02:38:42.000000+00:00\"], \"session_ids\": [\"82a472a7-3ced-44ec-a8a7-5634387a052c\", \"856b2caa-591c-4768-af02-458e99e89b6a\", \"6ac59d76-e8ab-4aee-8130-4a8458c4aabc\", \"2659378c-e4c9-42c1-ba2c-cdea226da084\", \"9a845fb7-efae-4ed5-9353-ed9c40b17047\"], \"total_duration\": 1855.0, \"total_sessions\": 5, \"mean_week_duration\": 7.927}}]\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[{\"63290\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-06-26 17:25:56.000000+00:00\", \"2022-06-20 04:07:11.000000+00:00\", \"2021-06-05 12:06:07.000000+00:00\", \"2019-01-04 05:15:20.000000+00:00\", \"2019-08-11 02:38:42.000000+00:00\"], \"session_ids\": [\"82a472a7-3ced-44ec-a8a7-5634387a052c\", \"856b2caa-591c-4768-af02-458e99e89b6a\", \"6ac59d76-e8ab-4aee-8130-4a8458c4aabc\", \"2659378c-e4c9-42c1-ba2c-cdea226da084\", \"9a845fb7-efae-4ed5-9353-ed9c40b17047\"], \"total_duration\": 1855.0, \"total_sessions\": 5, \"mean_week_duration\": 7.927}}]\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 5 users with a total sessoins count of sessions that is below 3, inclusive num 3 and in addition implement sorting by sum of duration risingly also save only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"96984\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-18 19:34:50.000000+00:00\", \"2021-10-10 17:15:21.000000+00:00\", \"2019-04-07 12:09:00.000000+00:00\", \"2019-11-09 13:31:58.000000+00:00\", \"2022-05-10 22:02:56.000000+00:00\", \"2023-04-08 14:00:53.000000+00:00\", \"2020-07-11 20:58:10.000000+00:00\", \"2019-07-24 15:19:33.000000+00:00\"], \"session_ids\": [\"914048d4-f021-490f-b1a9-17997492836e\", \"8e5b00ee-c36c-4660-be06-938bad58d703\", \"76e11b66-18c1-4f9b-a5bc-63152e38d587\", \"e35c9361-2ad3-4615-9ef0-dff4e28157cd\", \"2301d7a5-567c-4b36-93ca-80bd66575ad2\", \"0e4cb11b-b55e-493b-960a-f81a3ff2de93\", \"bf61b149-098b-4d94-8163-2f8a65e0ed4d\", \"756b8966-c2fb-4d0a-a663-e484559f5a0d\"], \"total_duration\": 359.0, \"total_sessions\": 8, \"mean_week_duration\": 1.718}, \"53530\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-09-11 11:27:57.000000+00:00\", \"2023-02-22 15:44:23.000000+00:00\"], \"session_ids\": [\"623dcc63-0dd8-4f32-901c-9b71312b35b7\", \"adc535f9-b6b1-45f0-9671-d30133cbf95c\"], \"total_duration\": 204.0, \"total_sessions\": 2, \"mean_week_duration\": 2.684}, \"42778\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-03 08:14:39.000000+00:00\", \"2019-11-08 04:04:07.000000+00:00\"], \"session_ids\": [\"2ddfad08-c3bc-422b-99b6-c5d5b98a6a76\", \"ee2445be-be24-4487-8464-345ba9092611\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.265}, \"10677\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-15 19:38:38.000000+00:00\", \"2022-04-17 23:35:04.000000+00:00\", \"2022-08-19 18:33:22.000000+00:00\", \"2020-07-31 19:15:25.000000+00:00\", \"2022-03-18 22:16:56.000000+00:00\"], \"session_ids\": [\"1f351d10-1a82-48d1-ae16-d11d88c04cc7\", \"6e6c756a-c0ab-4785-a76f-d46f650ae1ba\", \"23b4b686-c988-4578-8853-d41f9d1f916d\", \"5d6ae344-e990-4700-9881-c5dc2bd8eabd\", \"16f775c3-e824-49f6-9b43-57f9f42eaec8\"], \"total_duration\": 3143.0, \"total_sessions\": 5, \"mean_week_duration\": 22.134}, \"96421\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-05-20 11:39:31.000000+00:00\", \"2019-09-30 21:20:19.000000+00:00\", \"2020-01-08 09:49:01.000000+00:00\", \"2019-08-29 15:31:02.000000+00:00\", \"2021-01-21 16:15:17.000000+00:00\", \"2019-09-03 08:03:54.000000+00:00\", \"2019-08-18 17:25:43.000000+00:00\", \"2020-03-15 21:19:12.000000+00:00\"], \"session_ids\": [\"07880e38-3f8e-4d00-9923-480684bb8044\", \"0ded85eb-5f53-4dc6-922b-17343e370189\", \"6da6aeaf-462c-4e4d-abeb-6add356c3a93\", \"c72779e2-cf77-45f2-abc0-75b710cdf4e8\", \"b756b6d2-b5f8-465d-95c0-e67588344aa6\", \"096f76f6-f091-4fa6-a7be-8307004c36de\", \"fdfdcbad-7959-41a1-bb4e-f60c682acad8\", \"3fb4ab1f-beb1-48d2-8421-c1c3f77faca0\"], \"total_duration\": 15755.0, \"total_sessions\": 8, \"mean_week_duration\": 171.25}, \"20282\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-12-20 16:07:00.000000+00:00\", \"2019-01-03 22:38:25.000000+00:00\", \"2022-05-20 11:34:22.000000+00:00\"], \"session_ids\": [\"17636fc1-1ac6-41af-a255-c2e479f87b8a\", \"2ae103ce-8449-4192-a3d1-6bcf968106cc\", \"12c8f809-0076-410f-98b6-271e1c54c59f\"], \"total_duration\": 70.0, \"total_sessions\": 3, \"mean_week_duration\": 0.338}, \"72120\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-10-27 10:11:48.000000+00:00\", \"2020-04-13 12:08:34.000000+00:00\"], \"session_ids\": [\"9a81ac04-700e-465d-92af-337037f0c9b4\", \"d66bb922-4010-42a1-80e4-0e62df34fda5\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 2.887}, \"89992\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-12-17 21:40:39.000000+00:00\", \"2020-12-05 14:28:28.000000+00:00\"], \"session_ids\": [\"f6acb335-91dd-4a92-bd7c-4b57d3e3d078\", \"d6ace7f9-1ca0-4948-a595-d9781e4447a6\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 2.623}, \"37325\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-08-25 07:35:16.000000+00:00\", \"2020-11-16 13:58:30.000000+00:00\", \"2023-05-31 13:20:30.000000+00:00\", \"2021-03-01 21:57:33.000000+00:00\", \"2019-07-10 09:37:02.000000+00:00\", \"2020-10-07 11:26:59.000000+00:00\", \"2020-07-28 17:29:29.000000+00:00\"], \"session_ids\": [\"671075a6-3fc5-499b-bd9b-910da261e1b8\", \"66da66f6-51e3-4cd0-9cb6-4a11f97bc051\", \"5067a808-b8f2-454a-9589-6567cbe08b4e\", \"d8703ce5-28e1-44e0-9078-65136dd34811\", \"0642d89a-b679-4199-b98a-2157067463f3\", \"fc3384fa-4c59-4e3c-b7b4-605b50543905\", \"38849e01-00c3-4531-a6f5-81d3b1bb65cc\"], \"total_duration\": 1012.0, \"total_sessions\": 7, \"mean_week_duration\": 4.985}, \"84133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-08-08 04:40:51.000000+00:00\", \"2022-01-28 20:01:37.000000+00:00\"], \"session_ids\": [\"f34f84d3-7c19-4b03-a946-a3313a1deb98\", \"ca87b6fb-2aea-421a-8a9f-9008fd593b7d\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 1.24}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or less than 3"
},
{
"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{\"53530\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-09-11 11:27:57.000000+00:00\", \"2023-02-22 15:44:23.000000+00:00\"], \"session_ids\": [\"623dcc63-0dd8-4f32-901c-9b71312b35b7\", \"adc535f9-b6b1-45f0-9671-d30133cbf95c\"], \"total_duration\": 204.0, \"total_sessions\": 2, \"mean_week_duration\": 2.684}, \"42778\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-03 08:14:39.000000+00:00\", \"2019-11-08 04:04:07.000000+00:00\"], \"session_ids\": [\"2ddfad08-c3bc-422b-99b6-c5d5b98a6a76\", \"ee2445be-be24-4487-8464-345ba9092611\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.265}, \"20282\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-12-20 16:07:00.000000+00:00\", \"2019-01-03 22:38:25.000000+00:00\", \"2022-05-20 11:34:22.000000+00:00\"], \"session_ids\": [\"17636fc1-1ac6-41af-a255-c2e479f87b8a\", \"2ae103ce-8449-4192-a3d1-6bcf968106cc\", \"12c8f809-0076-410f-98b6-271e1c54c59f\"], \"total_duration\": 70.0, \"total_sessions\": 3, \"mean_week_duration\": 0.338}, \"72120\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-10-27 10:11:48.000000+00:00\", \"2020-04-13 12:08:34.000000+00:00\"], \"session_ids\": [\"9a81ac04-700e-465d-92af-337037f0c9b4\", \"d66bb922-4010-42a1-80e4-0e62df34fda5\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 2.887}, \"89992\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-12-17 21:40:39.000000+00:00\", \"2020-12-05 14:28:28.000000+00:00\"], \"session_ids\": [\"f6acb335-91dd-4a92-bd7c-4b57d3e3d078\", \"d6ace7f9-1ca0-4948-a595-d9781e4447a6\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 2.623}, \"84133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-08-08 04:40:51.000000+00:00\", \"2022-01-28 20:01:37.000000+00:00\"], \"session_ids\": [\"f34f84d3-7c19-4b03-a946-a3313a1deb98\", \"ca87b6fb-2aea-421a-8a9f-9008fd593b7d\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 1.24}}\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[{\"42778\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-03 08:14:39.000000+00:00\", \"2019-11-08 04:04:07.000000+00:00\"], \"session_ids\": [\"2ddfad08-c3bc-422b-99b6-c5d5b98a6a76\", \"ee2445be-be24-4487-8464-345ba9092611\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.265}}, {\"84133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-08-08 04:40:51.000000+00:00\", \"2022-01-28 20:01:37.000000+00:00\"], \"session_ids\": [\"f34f84d3-7c19-4b03-a946-a3313a1deb98\", \"ca87b6fb-2aea-421a-8a9f-9008fd593b7d\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 1.24}}, {\"20282\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-12-20 16:07:00.000000+00:00\", \"2019-01-03 22:38:25.000000+00:00\", \"2022-05-20 11:34:22.000000+00:00\"], \"session_ids\": [\"17636fc1-1ac6-41af-a255-c2e479f87b8a\", \"2ae103ce-8449-4192-a3d1-6bcf968106cc\", \"12c8f809-0076-410f-98b6-271e1c54c59f\"], \"total_duration\": 70.0, \"total_sessions\": 3, \"mean_week_duration\": 0.338}}, {\"53530\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-09-11 11:27:57.000000+00:00\", \"2023-02-22 15:44:23.000000+00:00\"], \"session_ids\": [\"623dcc63-0dd8-4f32-901c-9b71312b35b7\", \"adc535f9-b6b1-45f0-9671-d30133cbf95c\"], \"total_duration\": 204.0, \"total_sessions\": 2, \"mean_week_duration\": 2.684}}, {\"89992\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-12-17 21:40:39.000000+00:00\", \"2020-12-05 14:28:28.000000+00:00\"], \"session_ids\": [\"f6acb335-91dd-4a92-bd7c-4b57d3e3d078\", \"d6ace7f9-1ca0-4948-a595-d9781e4447a6\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 2.623}}, {\"72120\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-10-27 10:11:48.000000+00:00\", \"2020-04-13 12:08:34.000000+00:00\"], \"session_ids\": [\"9a81ac04-700e-465d-92af-337037f0c9b4\", \"d66bb922-4010-42a1-80e4-0e62df34fda5\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 2.887}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"42778\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-03 08:14:39.000000+00:00\", \"2019-11-08 04:04:07.000000+00:00\"], \"session_ids\": [\"2ddfad08-c3bc-422b-99b6-c5d5b98a6a76\", \"ee2445be-be24-4487-8464-345ba9092611\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.265}}, {\"84133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-08-08 04:40:51.000000+00:00\", \"2022-01-28 20:01:37.000000+00:00\"], \"session_ids\": [\"f34f84d3-7c19-4b03-a946-a3313a1deb98\", \"ca87b6fb-2aea-421a-8a9f-9008fd593b7d\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 1.24}}]\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[{\"42778\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-03 08:14:39.000000+00:00\", \"2019-11-08 04:04:07.000000+00:00\"], \"session_ids\": [\"2ddfad08-c3bc-422b-99b6-c5d5b98a6a76\", \"ee2445be-be24-4487-8464-345ba9092611\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.265}}, {\"84133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-08-08 04:40:51.000000+00:00\", \"2022-01-28 20:01:37.000000+00:00\"], \"session_ids\": [\"f34f84d3-7c19-4b03-a946-a3313a1deb98\", \"ca87b6fb-2aea-421a-8a9f-9008fd593b7d\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 1.24}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please provide insights on users who have total_sessions <= than 5 , and carry out sorting by time using the app in descending order and in addition display only 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"78050\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-27 17:42:37.000000+00:00\", \"2019-05-28 22:26:32.000000+00:00\", \"2019-04-13 12:56:47.000000+00:00\", \"2022-10-14 14:24:24.000000+00:00\", \"2023-06-26 07:16:41.000000+00:00\", \"2022-05-25 19:20:40.000000+00:00\", \"2019-05-24 05:32:38.000000+00:00\", \"2020-05-27 01:50:58.000000+00:00\", \"2020-05-26 03:37:50.000000+00:00\"], \"session_ids\": [\"32715cfb-aa87-4a3c-b91b-bab2160d820c\", \"c982fdc8-fc13-4332-8931-2a3b79f1db0a\", \"3b85dc34-2e6e-4029-a9af-9ec23e4ff726\", \"e5c14727-2556-4a69-9838-ad3a0911e784\", \"22725adf-e62b-4967-ab17-e1ab068d6744\", \"0b888793-6cb4-410f-85c6-c9df0e12d621\", \"75d9e0b0-a03f-4165-a6ec-63f7d50889ee\", \"3f2343f1-fe82-449b-addb-9c170ddf8a67\", \"b5484aeb-25cb-4489-be9f-4b9fae5397ac\"], \"total_duration\": 10151.0, \"total_sessions\": 9, \"mean_week_duration\": 46.141}, \"68410\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-06-19 09:30:44.000000+00:00\", \"2019-03-29 18:52:07.000000+00:00\", \"2021-09-23 17:58:43.000000+00:00\", \"2022-12-10 11:16:00.000000+00:00\", \"2022-05-10 20:00:22.000000+00:00\"], \"session_ids\": [\"bcec8f2c-ac01-4c0b-b31d-167cde8640eb\", \"63622e9c-d570-4aa0-9171-be875137cd38\", \"7acc6489-96a7-476d-badf-c9b68eea0a4a\", \"a276d13c-4158-489e-a772-16519e54c6eb\", \"9161020b-d650-462f-a801-71be618279e5\"], \"total_duration\": 430.0, \"total_sessions\": 5, \"mean_week_duration\": 2.228}, \"44906\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-07-05 05:26:32.000000+00:00\", \"2021-05-25 05:13:16.000000+00:00\", \"2021-10-20 21:40:32.000000+00:00\", \"2019-09-15 16:08:41.000000+00:00\", \"2023-03-18 13:19:12.000000+00:00\", \"2022-04-23 02:03:19.000000+00:00\", \"2022-08-12 12:50:39.000000+00:00\", \"2022-04-09 17:11:01.000000+00:00\"], \"session_ids\": [\"7bd74422-afbb-4f43-b2f3-16571f305982\", \"aae09f3e-9635-4487-80ba-455721f28529\", \"753d8175-df33-4bde-8d15-94d8aad85459\", \"ca4f0c5c-5fcd-4f08-a75e-d52ce750bb60\", \"8fd7d8f3-529a-46fc-a771-bb4a614bcb3b\", \"a4d16a3b-16ee-443b-929e-83949e7183d0\", \"f7c741d1-51e4-408d-861f-8f0fb7b2a98d\", \"e8ec6884-8ee1-4f82-8bf0-7491f4aa4009\"], \"total_duration\": 1792.0, \"total_sessions\": 8, \"mean_week_duration\": 9.792}, \"77510\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-05-01 12:53:16.000000+00:00\", \"2021-12-08 19:24:28.000000+00:00\", \"2022-03-13 13:29:18.000000+00:00\", \"2019-01-02 18:43:37.000000+00:00\"], \"session_ids\": [\"76dab896-9307-49f5-b0c0-761371a42e2a\", \"52723646-0abc-4387-ab23-87438874e69f\", \"4868ed61-b055-493f-a800-3df7896fe539\", \"03358f22-972a-4496-b4ae-b7c43e19a5d5\"], \"total_duration\": 2030.0, \"total_sessions\": 4, \"mean_week_duration\": 11.667}, \"92575\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-03-24 22:30:22.000000+00:00\", \"2023-01-15 09:15:52.000000+00:00\", \"2020-06-06 18:54:47.000000+00:00\", \"2020-03-19 06:37:14.000000+00:00\", \"2019-10-23 13:58:57.000000+00:00\", \"2023-06-05 13:29:50.000000+00:00\"], \"session_ids\": [\"23dedd2a-49af-4f66-be34-6dc042a08cb1\", \"a7d87ae7-c5ff-4219-9eb7-415eba2b6347\", \"977c2898-d8c4-4dde-b977-7c8f5642fe0f\", \"64be84be-024a-4cdb-beb4-57dec95ade3a\", \"ef679c57-bf11-4b80-bef0-6f4db2b1e88e\", \"fe2dd697-d82c-424f-b635-e25c70d4c2ea\"], \"total_duration\": 694.0, \"total_sessions\": 6, \"mean_week_duration\": 3.169}, \"88416\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-04-19 07:30:01.000000+00:00\", \"2021-10-20 14:30:17.000000+00:00\"], \"session_ids\": [\"2afe927c-cf1a-4188-a84e-c0ccb14349ea\", \"aeb99bb4-17f8-4bb8-b70b-02cd05c182ae\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 4.741}, \"56449\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-12-17 06:46:39.000000+00:00\", \"2022-03-15 05:09:07.000000+00:00\"], \"session_ids\": [\"f84b3ed6-3e2e-49ce-bd0a-f587a8eab643\", \"63decc62-84a6-4e66-bc49-e14b8f20928d\"], \"total_duration\": 179.0, \"total_sessions\": 2, \"mean_week_duration\": 4.475}, \"1597\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-11-23 17:11:44.000000+00:00\", \"2022-04-27 00:50:13.000000+00:00\", \"2020-07-30 01:32:23.000000+00:00\"], \"session_ids\": [\"02806743-ddfe-4635-aefa-34deb88001ea\", \"6ba8ae35-11c2-4e04-9e88-1e18ba72da00\", \"c5e2d547-404f-4e57-a372-a8f5400e5821\"], \"total_duration\": 497.0, \"total_sessions\": 3, \"mean_week_duration\": 3.913}, \"2244\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-31 10:22:17.000000+00:00\", \"2020-06-07 08:02:14.000000+00:00\"], \"session_ids\": [\"e07c496b-1117-478a-be12-15da78204420\", \"0b05701b-42f7-449c-a4bc-d3d754190d79\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.328}, \"79699\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-06-06 13:51:14.000000+00:00\", \"2021-09-28 10:42:50.000000+00:00\", \"2020-03-13 08:12:55.000000+00:00\"], \"session_ids\": [\"e6fb4178-72a6-4481-a152-df378d0921cb\", \"26210f91-7717-401a-ac24-5eff4beb6269\", \"8fa63469-051a-4a41-bea7-381b342db369\"], \"total_duration\": 402.0, \"total_sessions\": 3, \"mean_week_duration\": 2.379}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or less than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\"]]}, \"all_values\": {\"total_sessions\": [[5, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"68410\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-06-19 09:30:44.000000+00:00\", \"2019-03-29 18:52:07.000000+00:00\", \"2021-09-23 17:58:43.000000+00:00\", \"2022-12-10 11:16:00.000000+00:00\", \"2022-05-10 20:00:22.000000+00:00\"], \"session_ids\": [\"bcec8f2c-ac01-4c0b-b31d-167cde8640eb\", \"63622e9c-d570-4aa0-9171-be875137cd38\", \"7acc6489-96a7-476d-badf-c9b68eea0a4a\", \"a276d13c-4158-489e-a772-16519e54c6eb\", \"9161020b-d650-462f-a801-71be618279e5\"], \"total_duration\": 430.0, \"total_sessions\": 5, \"mean_week_duration\": 2.228}, \"77510\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-05-01 12:53:16.000000+00:00\", \"2021-12-08 19:24:28.000000+00:00\", \"2022-03-13 13:29:18.000000+00:00\", \"2019-01-02 18:43:37.000000+00:00\"], \"session_ids\": [\"76dab896-9307-49f5-b0c0-761371a42e2a\", \"52723646-0abc-4387-ab23-87438874e69f\", \"4868ed61-b055-493f-a800-3df7896fe539\", \"03358f22-972a-4496-b4ae-b7c43e19a5d5\"], \"total_duration\": 2030.0, \"total_sessions\": 4, \"mean_week_duration\": 11.667}, \"88416\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-04-19 07:30:01.000000+00:00\", \"2021-10-20 14:30:17.000000+00:00\"], \"session_ids\": [\"2afe927c-cf1a-4188-a84e-c0ccb14349ea\", \"aeb99bb4-17f8-4bb8-b70b-02cd05c182ae\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 4.741}, \"56449\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-12-17 06:46:39.000000+00:00\", \"2022-03-15 05:09:07.000000+00:00\"], \"session_ids\": [\"f84b3ed6-3e2e-49ce-bd0a-f587a8eab643\", \"63decc62-84a6-4e66-bc49-e14b8f20928d\"], \"total_duration\": 179.0, \"total_sessions\": 2, \"mean_week_duration\": 4.475}, \"1597\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-11-23 17:11:44.000000+00:00\", \"2022-04-27 00:50:13.000000+00:00\", \"2020-07-30 01:32:23.000000+00:00\"], \"session_ids\": [\"02806743-ddfe-4635-aefa-34deb88001ea\", \"6ba8ae35-11c2-4e04-9e88-1e18ba72da00\", \"c5e2d547-404f-4e57-a372-a8f5400e5821\"], \"total_duration\": 497.0, \"total_sessions\": 3, \"mean_week_duration\": 3.913}, \"2244\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-31 10:22:17.000000+00:00\", \"2020-06-07 08:02:14.000000+00:00\"], \"session_ids\": [\"e07c496b-1117-478a-be12-15da78204420\", \"0b05701b-42f7-449c-a4bc-d3d754190d79\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.328}, \"79699\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-06-06 13:51:14.000000+00:00\", \"2021-09-28 10:42:50.000000+00:00\", \"2020-03-13 08:12:55.000000+00:00\"], \"session_ids\": [\"e6fb4178-72a6-4481-a152-df378d0921cb\", \"26210f91-7717-401a-ac24-5eff4beb6269\", \"8fa63469-051a-4a41-bea7-381b342db369\"], \"total_duration\": 402.0, \"total_sessions\": 3, \"mean_week_duration\": 2.379}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"77510\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-05-01 12:53:16.000000+00:00\", \"2021-12-08 19:24:28.000000+00:00\", \"2022-03-13 13:29:18.000000+00:00\", \"2019-01-02 18:43:37.000000+00:00\"], \"session_ids\": [\"76dab896-9307-49f5-b0c0-761371a42e2a\", \"52723646-0abc-4387-ab23-87438874e69f\", \"4868ed61-b055-493f-a800-3df7896fe539\", \"03358f22-972a-4496-b4ae-b7c43e19a5d5\"], \"total_duration\": 2030.0, \"total_sessions\": 4, \"mean_week_duration\": 11.667}}, {\"1597\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-11-23 17:11:44.000000+00:00\", \"2022-04-27 00:50:13.000000+00:00\", \"2020-07-30 01:32:23.000000+00:00\"], \"session_ids\": [\"02806743-ddfe-4635-aefa-34deb88001ea\", \"6ba8ae35-11c2-4e04-9e88-1e18ba72da00\", \"c5e2d547-404f-4e57-a372-a8f5400e5821\"], \"total_duration\": 497.0, \"total_sessions\": 3, \"mean_week_duration\": 3.913}}, {\"68410\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-06-19 09:30:44.000000+00:00\", \"2019-03-29 18:52:07.000000+00:00\", \"2021-09-23 17:58:43.000000+00:00\", \"2022-12-10 11:16:00.000000+00:00\", \"2022-05-10 20:00:22.000000+00:00\"], \"session_ids\": [\"bcec8f2c-ac01-4c0b-b31d-167cde8640eb\", \"63622e9c-d570-4aa0-9171-be875137cd38\", \"7acc6489-96a7-476d-badf-c9b68eea0a4a\", \"a276d13c-4158-489e-a772-16519e54c6eb\", \"9161020b-d650-462f-a801-71be618279e5\"], \"total_duration\": 430.0, \"total_sessions\": 5, \"mean_week_duration\": 2.228}}, {\"79699\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-06-06 13:51:14.000000+00:00\", \"2021-09-28 10:42:50.000000+00:00\", \"2020-03-13 08:12:55.000000+00:00\"], \"session_ids\": [\"e6fb4178-72a6-4481-a152-df378d0921cb\", \"26210f91-7717-401a-ac24-5eff4beb6269\", \"8fa63469-051a-4a41-bea7-381b342db369\"], \"total_duration\": 402.0, \"total_sessions\": 3, \"mean_week_duration\": 2.379}}, {\"56449\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-12-17 06:46:39.000000+00:00\", \"2022-03-15 05:09:07.000000+00:00\"], \"session_ids\": [\"f84b3ed6-3e2e-49ce-bd0a-f587a8eab643\", \"63decc62-84a6-4e66-bc49-e14b8f20928d\"], \"total_duration\": 179.0, \"total_sessions\": 2, \"mean_week_duration\": 4.475}}, {\"88416\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-04-19 07:30:01.000000+00:00\", \"2021-10-20 14:30:17.000000+00:00\"], \"session_ids\": [\"2afe927c-cf1a-4188-a84e-c0ccb14349ea\", \"aeb99bb4-17f8-4bb8-b70b-02cd05c182ae\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 4.741}}, {\"2244\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-31 10:22:17.000000+00:00\", \"2020-06-07 08:02:14.000000+00:00\"], \"session_ids\": [\"e07c496b-1117-478a-be12-15da78204420\", \"0b05701b-42f7-449c-a4bc-d3d754190d79\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.328}}]\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[{\"77510\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-05-01 12:53:16.000000+00:00\", \"2021-12-08 19:24:28.000000+00:00\", \"2022-03-13 13:29:18.000000+00:00\", \"2019-01-02 18:43:37.000000+00:00\"], \"session_ids\": [\"76dab896-9307-49f5-b0c0-761371a42e2a\", \"52723646-0abc-4387-ab23-87438874e69f\", \"4868ed61-b055-493f-a800-3df7896fe539\", \"03358f22-972a-4496-b4ae-b7c43e19a5d5\"], \"total_duration\": 2030.0, \"total_sessions\": 4, \"mean_week_duration\": 11.667}}, {\"1597\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-11-23 17:11:44.000000+00:00\", \"2022-04-27 00:50:13.000000+00:00\", \"2020-07-30 01:32:23.000000+00:00\"], \"session_ids\": [\"02806743-ddfe-4635-aefa-34deb88001ea\", \"6ba8ae35-11c2-4e04-9e88-1e18ba72da00\", \"c5e2d547-404f-4e57-a372-a8f5400e5821\"], \"total_duration\": 497.0, \"total_sessions\": 3, \"mean_week_duration\": 3.913}}, {\"68410\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-06-19 09:30:44.000000+00:00\", \"2019-03-29 18:52:07.000000+00:00\", \"2021-09-23 17:58:43.000000+00:00\", \"2022-12-10 11:16:00.000000+00:00\", \"2022-05-10 20:00:22.000000+00:00\"], \"session_ids\": [\"bcec8f2c-ac01-4c0b-b31d-167cde8640eb\", \"63622e9c-d570-4aa0-9171-be875137cd38\", \"7acc6489-96a7-476d-badf-c9b68eea0a4a\", \"a276d13c-4158-489e-a772-16519e54c6eb\", \"9161020b-d650-462f-a801-71be618279e5\"], \"total_duration\": 430.0, \"total_sessions\": 5, \"mean_week_duration\": 2.228}}, {\"79699\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-06-06 13:51:14.000000+00:00\", \"2021-09-28 10:42:50.000000+00:00\", \"2020-03-13 08:12:55.000000+00:00\"], \"session_ids\": [\"e6fb4178-72a6-4481-a152-df378d0921cb\", \"26210f91-7717-401a-ac24-5eff4beb6269\", \"8fa63469-051a-4a41-bea7-381b342db369\"], \"total_duration\": 402.0, \"total_sessions\": 3, \"mean_week_duration\": 2.379}}]\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[{\"77510\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-05-01 12:53:16.000000+00:00\", \"2021-12-08 19:24:28.000000+00:00\", \"2022-03-13 13:29:18.000000+00:00\", \"2019-01-02 18:43:37.000000+00:00\"], \"session_ids\": [\"76dab896-9307-49f5-b0c0-761371a42e2a\", \"52723646-0abc-4387-ab23-87438874e69f\", \"4868ed61-b055-493f-a800-3df7896fe539\", \"03358f22-972a-4496-b4ae-b7c43e19a5d5\"], \"total_duration\": 2030.0, \"total_sessions\": 4, \"mean_week_duration\": 11.667}}, {\"1597\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-11-23 17:11:44.000000+00:00\", \"2022-04-27 00:50:13.000000+00:00\", \"2020-07-30 01:32:23.000000+00:00\"], \"session_ids\": [\"02806743-ddfe-4635-aefa-34deb88001ea\", \"6ba8ae35-11c2-4e04-9e88-1e18ba72da00\", \"c5e2d547-404f-4e57-a372-a8f5400e5821\"], \"total_duration\": 497.0, \"total_sessions\": 3, \"mean_week_duration\": 3.913}}, {\"68410\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-06-19 09:30:44.000000+00:00\", \"2019-03-29 18:52:07.000000+00:00\", \"2021-09-23 17:58:43.000000+00:00\", \"2022-12-10 11:16:00.000000+00:00\", \"2022-05-10 20:00:22.000000+00:00\"], \"session_ids\": [\"bcec8f2c-ac01-4c0b-b31d-167cde8640eb\", \"63622e9c-d570-4aa0-9171-be875137cd38\", \"7acc6489-96a7-476d-badf-c9b68eea0a4a\", \"a276d13c-4158-489e-a772-16519e54c6eb\", \"9161020b-d650-462f-a801-71be618279e5\"], \"total_duration\": 430.0, \"total_sessions\": 5, \"mean_week_duration\": 2.228}}, {\"79699\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-06-06 13:51:14.000000+00:00\", \"2021-09-28 10:42:50.000000+00:00\", \"2020-03-13 08:12:55.000000+00:00\"], \"session_ids\": [\"e6fb4178-72a6-4481-a152-df378d0921cb\", \"26210f91-7717-401a-ac24-5eff4beb6269\", \"8fa63469-051a-4a41-bea7-381b342db369\"], \"total_duration\": 402.0, \"total_sessions\": 3, \"mean_week_duration\": 2.379}}]\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 whose sessions total is greater than 2 and less than 7 in addition put to use sorting by time in app from the smallest value to the largest 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{\"61229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-02-17 00:40:57.000000+00:00\", \"2021-12-05 02:14:29.000000+00:00\", \"2020-08-22 12:59:13.000000+00:00\", \"2020-03-31 14:39:44.000000+00:00\", \"2019-12-24 00:37:56.000000+00:00\"], \"session_ids\": [\"8d7557d2-a309-406e-be63-0a89bfcab060\", \"3ba75912-0682-47f6-af0c-14856cecdb5b\", \"fc4bef6f-ac4b-4d91-8951-22040b918d39\", \"f852f42f-dcb5-483e-b6cd-99244176ab59\", \"5a6c1ad1-4072-4869-ae36-ba74754dc94f\"], \"total_duration\": 991.0, \"total_sessions\": 5, \"mean_week_duration\": 8.77}, \"36685\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-03-04 09:02:38.000000+00:00\", \"2021-09-09 13:06:39.000000+00:00\"], \"session_ids\": [\"e80bb66e-4c31-45b0-9327-86da29084fc5\", \"15b487fa-2c59-430f-b29d-d1d08c3ef7d7\"], \"total_duration\": 401.0, \"total_sessions\": 2, \"mean_week_duration\": 5.141}, \"66158\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-07-13 12:52:56.000000+00:00\", \"2021-05-21 00:46:35.000000+00:00\", \"2020-09-02 20:38:25.000000+00:00\", \"2020-10-22 22:43:44.000000+00:00\", \"2020-04-23 21:15:58.000000+00:00\", \"2020-04-05 21:56:52.000000+00:00\", \"2021-11-12 22:53:09.000000+00:00\", \"2019-02-21 02:27:34.000000+00:00\", \"2022-07-28 02:04:11.000000+00:00\", \"2021-07-19 17:59:57.000000+00:00\", \"2020-06-25 23:07:40.000000+00:00\"], \"session_ids\": [\"c4cdc334-f11c-475a-b389-be8f2a6a91dc\", \"298b533e-2669-47bb-9ddf-f407a617ea91\", \"5ab65bc3-bde2-4903-b50f-74324984e04f\", \"bc0e62c2-8d3d-4edb-ac5a-24be9709207e\", \"571b356a-c8b5-4f70-9539-51854741645b\", \"ead9c375-98de-4af3-b0f5-855bceb3a29d\", \"e379f004-3009-4071-80ed-44d678de4935\", \"653838ee-bb50-4644-bd69-e3d699303012\", \"35e4707c-0b07-4cbf-b24d-3e6f285a6709\", \"ac7952ab-11fe-463e-8ac6-9c1b5aa60ad4\", \"1b6dff8f-3a8c-4aac-8185-57fd17e55dba\"], \"total_duration\": 2004.0, \"total_sessions\": 11, \"mean_week_duration\": 11.196}, \"11142\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-10-19 21:53:59.000000+00:00\", \"2022-01-11 14:37:28.000000+00:00\"], \"session_ids\": [\"80eb38ed-17d0-4c5a-a6a8-2d7fd67ec75d\", \"6ce35520-2576-4173-b963-6a18b5721cb6\"], \"total_duration\": 433.0, \"total_sessions\": 2, \"mean_week_duration\": 3.701}, \"86989\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-09-29 13:59:59.000000+00:00\", \"2021-09-22 04:55:13.000000+00:00\"], \"session_ids\": [\"c2adf138-994a-4354-b29c-715717c5e83d\", \"95acd42d-fb57-4f08-a11e-16bb0bca52d4\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 1.093}, \"9841\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-11-06 11:12:55.000000+00:00\", \"2020-07-31 05:06:16.000000+00:00\", \"2021-10-09 01:35:01.000000+00:00\", \"2020-09-01 05:11:56.000000+00:00\"], \"session_ids\": [\"e9ad730a-dc36-4a4e-ad2c-dc0b93f96d35\", \"0944d637-da46-43a6-9259-2ea6116d3d4f\", \"3d7774d2-e446-4507-abe4-6363f52e4d0b\", \"3ce8b9a9-634f-4625-aa12-f43a85a941f9\"], \"total_duration\": 515.0, \"total_sessions\": 4, \"mean_week_duration\": 5.099}, \"32436\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-03-22 09:26:41.000000+00:00\", \"2020-04-28 12:28:40.000000+00:00\", \"2020-01-31 07:06:32.000000+00:00\"], \"session_ids\": [\"966e5fbc-77df-4af9-9173-61c9d8bf532a\", \"c0b8b5ed-aa74-4f03-9b19-c5b1c05e4a63\", \"556e01b3-46fe-483e-9958-744ad1d902dc\"], \"total_duration\": 115.0, \"total_sessions\": 3, \"mean_week_duration\": 0.701}, \"23139\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-02-10 06:49:45.000000+00:00\", \"2019-10-25 01:07:34.000000+00:00\"], \"session_ids\": [\"ed72e6e5-23ea-43a3-95ec-a662463cdda3\", \"16e85f4c-17d1-41aa-9822-208d10f17570\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 2.587}, \"25181\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-08-30 07:01:26.000000+00:00\", \"2021-11-04 22:18:45.000000+00:00\", \"2022-12-17 01:52:25.000000+00:00\", \"2021-07-30 06:45:32.000000+00:00\", \"2022-11-16 08:44:47.000000+00:00\", \"2019-09-12 02:46:34.000000+00:00\", \"2023-04-04 05:02:50.000000+00:00\", \"2023-03-27 05:15:48.000000+00:00\"], \"session_ids\": [\"3d332c9f-8b46-4b21-8fc6-462999f2a84d\", \"089f5da1-207d-41e5-a299-2163fcf1251c\", \"ee0c774b-ee15-4728-b8d7-c7467b2c869b\", \"0986f956-1e5b-42b0-ac97-b89ae31bc0f8\", \"a84b78fd-1c47-40d1-bfd3-158c4daf129d\", \"a51d5eba-8ac2-4f43-bcee-cbea2cd98c59\", \"7b69107d-1f2f-4348-a897-cf584bf5f2bf\", \"f0154b20-3434-4785-bbcc-a5eb79e899c4\"], \"total_duration\": 6443.0, \"total_sessions\": 8, \"mean_week_duration\": 34.64}, \"31686\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-02-23 15:45:21.000000+00:00\", \"2021-12-30 10:58:32.000000+00:00\", \"2020-07-08 15:10:48.000000+00:00\", \"2022-08-30 14:39:05.000000+00:00\", \"2019-04-05 21:14:34.000000+00:00\"], \"session_ids\": [\"f8432e17-342c-4921-96f6-a73d91bb5cd3\", \"7fe4102f-d1e1-4f99-9809-02f9b2a36535\", \"476a67c6-6241-4281-9805-dbba3d0641ea\", \"ebd5312d-d3dc-4366-b40b-fa7af5e05e84\", \"1cdb7b48-24ec-4d80-aca6-2503548df88d\"], \"total_duration\": 949.0, \"total_sessions\": 5, \"mean_week_duration\": 5.331}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or greater than 2 and are equal or less than 7"
},
{
"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{\"61229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-02-17 00:40:57.000000+00:00\", \"2021-12-05 02:14:29.000000+00:00\", \"2020-08-22 12:59:13.000000+00:00\", \"2020-03-31 14:39:44.000000+00:00\", \"2019-12-24 00:37:56.000000+00:00\"], \"session_ids\": [\"8d7557d2-a309-406e-be63-0a89bfcab060\", \"3ba75912-0682-47f6-af0c-14856cecdb5b\", \"fc4bef6f-ac4b-4d91-8951-22040b918d39\", \"f852f42f-dcb5-483e-b6cd-99244176ab59\", \"5a6c1ad1-4072-4869-ae36-ba74754dc94f\"], \"total_duration\": 991.0, \"total_sessions\": 5, \"mean_week_duration\": 8.77}, \"36685\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-03-04 09:02:38.000000+00:00\", \"2021-09-09 13:06:39.000000+00:00\"], \"session_ids\": [\"e80bb66e-4c31-45b0-9327-86da29084fc5\", \"15b487fa-2c59-430f-b29d-d1d08c3ef7d7\"], \"total_duration\": 401.0, \"total_sessions\": 2, \"mean_week_duration\": 5.141}, \"11142\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-10-19 21:53:59.000000+00:00\", \"2022-01-11 14:37:28.000000+00:00\"], \"session_ids\": [\"80eb38ed-17d0-4c5a-a6a8-2d7fd67ec75d\", \"6ce35520-2576-4173-b963-6a18b5721cb6\"], \"total_duration\": 433.0, \"total_sessions\": 2, \"mean_week_duration\": 3.701}, \"86989\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-09-29 13:59:59.000000+00:00\", \"2021-09-22 04:55:13.000000+00:00\"], \"session_ids\": [\"c2adf138-994a-4354-b29c-715717c5e83d\", \"95acd42d-fb57-4f08-a11e-16bb0bca52d4\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 1.093}, \"9841\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-11-06 11:12:55.000000+00:00\", \"2020-07-31 05:06:16.000000+00:00\", \"2021-10-09 01:35:01.000000+00:00\", \"2020-09-01 05:11:56.000000+00:00\"], \"session_ids\": [\"e9ad730a-dc36-4a4e-ad2c-dc0b93f96d35\", \"0944d637-da46-43a6-9259-2ea6116d3d4f\", \"3d7774d2-e446-4507-abe4-6363f52e4d0b\", \"3ce8b9a9-634f-4625-aa12-f43a85a941f9\"], \"total_duration\": 515.0, \"total_sessions\": 4, \"mean_week_duration\": 5.099}, \"32436\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-03-22 09:26:41.000000+00:00\", \"2020-04-28 12:28:40.000000+00:00\", \"2020-01-31 07:06:32.000000+00:00\"], \"session_ids\": [\"966e5fbc-77df-4af9-9173-61c9d8bf532a\", \"c0b8b5ed-aa74-4f03-9b19-c5b1c05e4a63\", \"556e01b3-46fe-483e-9958-744ad1d902dc\"], \"total_duration\": 115.0, \"total_sessions\": 3, \"mean_week_duration\": 0.701}, \"23139\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-02-10 06:49:45.000000+00:00\", \"2019-10-25 01:07:34.000000+00:00\"], \"session_ids\": [\"ed72e6e5-23ea-43a3-95ec-a662463cdda3\", \"16e85f4c-17d1-41aa-9822-208d10f17570\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 2.587}, \"31686\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-02-23 15:45:21.000000+00:00\", \"2021-12-30 10:58:32.000000+00:00\", \"2020-07-08 15:10:48.000000+00:00\", \"2022-08-30 14:39:05.000000+00:00\", \"2019-04-05 21:14:34.000000+00:00\"], \"session_ids\": [\"f8432e17-342c-4921-96f6-a73d91bb5cd3\", \"7fe4102f-d1e1-4f99-9809-02f9b2a36535\", \"476a67c6-6241-4281-9805-dbba3d0641ea\", \"ebd5312d-d3dc-4366-b40b-fa7af5e05e84\", \"1cdb7b48-24ec-4d80-aca6-2503548df88d\"], \"total_duration\": 949.0, \"total_sessions\": 5, \"mean_week_duration\": 5.331}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"86989\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-09-29 13:59:59.000000+00:00\", \"2021-09-22 04:55:13.000000+00:00\"], \"session_ids\": [\"c2adf138-994a-4354-b29c-715717c5e83d\", \"95acd42d-fb57-4f08-a11e-16bb0bca52d4\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 1.093}}, {\"32436\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-03-22 09:26:41.000000+00:00\", \"2020-04-28 12:28:40.000000+00:00\", \"2020-01-31 07:06:32.000000+00:00\"], \"session_ids\": [\"966e5fbc-77df-4af9-9173-61c9d8bf532a\", \"c0b8b5ed-aa74-4f03-9b19-c5b1c05e4a63\", \"556e01b3-46fe-483e-9958-744ad1d902dc\"], \"total_duration\": 115.0, \"total_sessions\": 3, \"mean_week_duration\": 0.701}}, {\"36685\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-03-04 09:02:38.000000+00:00\", \"2021-09-09 13:06:39.000000+00:00\"], \"session_ids\": [\"e80bb66e-4c31-45b0-9327-86da29084fc5\", \"15b487fa-2c59-430f-b29d-d1d08c3ef7d7\"], \"total_duration\": 401.0, \"total_sessions\": 2, \"mean_week_duration\": 5.141}}, {\"11142\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-10-19 21:53:59.000000+00:00\", \"2022-01-11 14:37:28.000000+00:00\"], \"session_ids\": [\"80eb38ed-17d0-4c5a-a6a8-2d7fd67ec75d\", \"6ce35520-2576-4173-b963-6a18b5721cb6\"], \"total_duration\": 433.0, \"total_sessions\": 2, \"mean_week_duration\": 3.701}}, {\"23139\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-02-10 06:49:45.000000+00:00\", \"2019-10-25 01:07:34.000000+00:00\"], \"session_ids\": [\"ed72e6e5-23ea-43a3-95ec-a662463cdda3\", \"16e85f4c-17d1-41aa-9822-208d10f17570\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 2.587}}, {\"9841\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-11-06 11:12:55.000000+00:00\", \"2020-07-31 05:06:16.000000+00:00\", \"2021-10-09 01:35:01.000000+00:00\", \"2020-09-01 05:11:56.000000+00:00\"], \"session_ids\": [\"e9ad730a-dc36-4a4e-ad2c-dc0b93f96d35\", \"0944d637-da46-43a6-9259-2ea6116d3d4f\", \"3d7774d2-e446-4507-abe4-6363f52e4d0b\", \"3ce8b9a9-634f-4625-aa12-f43a85a941f9\"], \"total_duration\": 515.0, \"total_sessions\": 4, \"mean_week_duration\": 5.099}}, {\"31686\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-02-23 15:45:21.000000+00:00\", \"2021-12-30 10:58:32.000000+00:00\", \"2020-07-08 15:10:48.000000+00:00\", \"2022-08-30 14:39:05.000000+00:00\", \"2019-04-05 21:14:34.000000+00:00\"], \"session_ids\": [\"f8432e17-342c-4921-96f6-a73d91bb5cd3\", \"7fe4102f-d1e1-4f99-9809-02f9b2a36535\", \"476a67c6-6241-4281-9805-dbba3d0641ea\", \"ebd5312d-d3dc-4366-b40b-fa7af5e05e84\", \"1cdb7b48-24ec-4d80-aca6-2503548df88d\"], \"total_duration\": 949.0, \"total_sessions\": 5, \"mean_week_duration\": 5.331}}, {\"61229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-02-17 00:40:57.000000+00:00\", \"2021-12-05 02:14:29.000000+00:00\", \"2020-08-22 12:59:13.000000+00:00\", \"2020-03-31 14:39:44.000000+00:00\", \"2019-12-24 00:37:56.000000+00:00\"], \"session_ids\": [\"8d7557d2-a309-406e-be63-0a89bfcab060\", \"3ba75912-0682-47f6-af0c-14856cecdb5b\", \"fc4bef6f-ac4b-4d91-8951-22040b918d39\", \"f852f42f-dcb5-483e-b6cd-99244176ab59\", \"5a6c1ad1-4072-4869-ae36-ba74754dc94f\"], \"total_duration\": 991.0, \"total_sessions\": 5, \"mean_week_duration\": 8.77}}]\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[{\"86989\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-09-29 13:59:59.000000+00:00\", \"2021-09-22 04:55:13.000000+00:00\"], \"session_ids\": [\"c2adf138-994a-4354-b29c-715717c5e83d\", \"95acd42d-fb57-4f08-a11e-16bb0bca52d4\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 1.093}}, {\"32436\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-03-22 09:26:41.000000+00:00\", \"2020-04-28 12:28:40.000000+00:00\", \"2020-01-31 07:06:32.000000+00:00\"], \"session_ids\": [\"966e5fbc-77df-4af9-9173-61c9d8bf532a\", \"c0b8b5ed-aa74-4f03-9b19-c5b1c05e4a63\", \"556e01b3-46fe-483e-9958-744ad1d902dc\"], \"total_duration\": 115.0, \"total_sessions\": 3, \"mean_week_duration\": 0.701}}, {\"36685\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-03-04 09:02:38.000000+00:00\", \"2021-09-09 13:06:39.000000+00:00\"], \"session_ids\": [\"e80bb66e-4c31-45b0-9327-86da29084fc5\", \"15b487fa-2c59-430f-b29d-d1d08c3ef7d7\"], \"total_duration\": 401.0, \"total_sessions\": 2, \"mean_week_duration\": 5.141}}, {\"11142\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-10-19 21:53:59.000000+00:00\", \"2022-01-11 14:37:28.000000+00:00\"], \"session_ids\": [\"80eb38ed-17d0-4c5a-a6a8-2d7fd67ec75d\", \"6ce35520-2576-4173-b963-6a18b5721cb6\"], \"total_duration\": 433.0, \"total_sessions\": 2, \"mean_week_duration\": 3.701}}, {\"23139\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-02-10 06:49:45.000000+00:00\", \"2019-10-25 01:07:34.000000+00:00\"], \"session_ids\": [\"ed72e6e5-23ea-43a3-95ec-a662463cdda3\", \"16e85f4c-17d1-41aa-9822-208d10f17570\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 2.587}}, {\"9841\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-11-06 11:12:55.000000+00:00\", \"2020-07-31 05:06:16.000000+00:00\", \"2021-10-09 01:35:01.000000+00:00\", \"2020-09-01 05:11:56.000000+00:00\"], \"session_ids\": [\"e9ad730a-dc36-4a4e-ad2c-dc0b93f96d35\", \"0944d637-da46-43a6-9259-2ea6116d3d4f\", \"3d7774d2-e446-4507-abe4-6363f52e4d0b\", \"3ce8b9a9-634f-4625-aa12-f43a85a941f9\"], \"total_duration\": 515.0, \"total_sessions\": 4, \"mean_week_duration\": 5.099}}, {\"31686\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-02-23 15:45:21.000000+00:00\", \"2021-12-30 10:58:32.000000+00:00\", \"2020-07-08 15:10:48.000000+00:00\", \"2022-08-30 14:39:05.000000+00:00\", \"2019-04-05 21:14:34.000000+00:00\"], \"session_ids\": [\"f8432e17-342c-4921-96f6-a73d91bb5cd3\", \"7fe4102f-d1e1-4f99-9809-02f9b2a36535\", \"476a67c6-6241-4281-9805-dbba3d0641ea\", \"ebd5312d-d3dc-4366-b40b-fa7af5e05e84\", \"1cdb7b48-24ec-4d80-aca6-2503548df88d\"], \"total_duration\": 949.0, \"total_sessions\": 5, \"mean_week_duration\": 5.331}}, {\"61229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-02-17 00:40:57.000000+00:00\", \"2021-12-05 02:14:29.000000+00:00\", \"2020-08-22 12:59:13.000000+00:00\", \"2020-03-31 14:39:44.000000+00:00\", \"2019-12-24 00:37:56.000000+00:00\"], \"session_ids\": [\"8d7557d2-a309-406e-be63-0a89bfcab060\", \"3ba75912-0682-47f6-af0c-14856cecdb5b\", \"fc4bef6f-ac4b-4d91-8951-22040b918d39\", \"f852f42f-dcb5-483e-b6cd-99244176ab59\", \"5a6c1ad1-4072-4869-ae36-ba74754dc94f\"], \"total_duration\": 991.0, \"total_sessions\": 5, \"mean_week_duration\": 8.77}}]\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 have site usage time per week less than 13 (not including) , moreover perform sorting by duration summation decliningly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"63727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Prague\", \"datetimes\": [\"2023-02-04 02:38:55.000000+00:00\", \"2021-02-21 09:53:31.000000+00:00\"], \"session_ids\": [\"689f2403-e03f-471d-87ce-500bae67dfa9\", \"9c5b0485-f9a2-4f76-a6c2-99dc8e77eba7\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.588}, \"85926\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-01-12 15:35:03.000000+00:00\", \"2020-09-13 01:36:00.000000+00:00\", \"2019-07-18 23:49:35.000000+00:00\"], \"session_ids\": [\"213f45fe-95c6-4230-a5a2-fa89df9374f4\", \"7e7c7590-a93e-4922-9a05-a162877179ee\", \"77a76fc6-d35b-4932-a4f2-a3115fb65207\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.397}, \"32779\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-12-27 15:37:31.000000+00:00\", \"2019-05-05 01:53:49.000000+00:00\", \"2021-01-08 18:37:58.000000+00:00\"], \"session_ids\": [\"c6381927-c51c-45dd-b16b-a74484ab9efb\", \"6d08aec1-89ab-42d7-8efa-1f5c0fbf62f9\", \"1a80a88d-0f48-4651-965e-c5064d972a3f\"], \"total_duration\": 232.0, \"total_sessions\": 3, \"mean_week_duration\": 1.669}, \"84810\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-09-21 08:47:21.000000+00:00\", \"2021-01-11 17:11:38.000000+00:00\"], \"session_ids\": [\"324e85ed-6b88-4754-aa9c-ad7448ec1243\", \"71dafbdd-5604-4ae9-81b3-0370e00ff6e8\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 1.75}, \"48378\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-11-15 03:27:58.000000+00:00\", \"2020-07-08 15:56:36.000000+00:00\", \"2023-04-18 03:31:39.000000+00:00\", \"2020-11-23 08:38:15.000000+00:00\", \"2021-03-27 09:18:17.000000+00:00\"], \"session_ids\": [\"f9064528-09df-4e31-85d4-2b243c48845f\", \"79f54768-0683-4b63-93a1-7215f61793bf\", \"b6285b67-a4f4-4d1e-881a-330b9cf3d85d\", \"99dddfce-3465-43a2-a139-6f321b4c7e2d\", \"eebb48c4-2b4b-4405-ba17-0bbe6b5d0f31\"], \"total_duration\": 2341.0, \"total_sessions\": 5, \"mean_week_duration\": 13.078}, \"29410\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 8, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-01-04 02:47:47.000000+00:00\", \"2022-04-19 03:36:24.000000+00:00\"], \"session_ids\": [\"d53d9976-c79d-40c3-9d29-32a2a730b1fc\", \"1ac452d4-3b22-4650-9be7-18deadbfeaf5\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 1.912}, \"37385\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-01-25 00:36:48.000000+00:00\", \"2021-02-15 04:45:44.000000+00:00\"], \"session_ids\": [\"9f1fc188-fe7d-409d-a4ae-28bf1d94bf17\", \"773c2262-6c55-4639-875b-f9397b05f38a\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 2.714}, \"90364\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-06-13 11:43:52.000000+00:00\", \"2023-05-06 04:52:51.000000+00:00\"], \"session_ids\": [\"7f591b96-9d06-47db-8fa8-df8a440a37b8\", \"50ee5b49-0e2f-4e85-91e5-a75de66f0b7c\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 0.436}, \"63823\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-01-30 19:14:47.000000+00:00\", \"2020-03-30 18:35:56.000000+00:00\"], \"session_ids\": [\"1880709b-6838-4e45-bc3a-b730cb00a993\", \"21255dc0-4443-45c7-99e4-67ea4ec4bf70\"], \"total_duration\": 70.0, \"total_sessions\": 2, \"mean_week_duration\": 7.778}, \"76767\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-08-24 06:09:23.000000+00:00\", \"2022-05-11 06:36:20.000000+00:00\", \"2021-04-13 22:08:26.000000+00:00\", \"2020-02-19 18:13:23.000000+00:00\", \"2021-08-19 15:37:36.000000+00:00\", \"2019-08-20 01:36:47.000000+00:00\", \"2021-06-10 12:20:43.000000+00:00\", \"2022-09-22 21:11:03.000000+00:00\"], \"session_ids\": [\"1eae20f6-b703-491c-b051-017218b657af\", \"3c84ed42-55ab-4e0a-879b-31a9661524ea\", \"92d78ad8-3550-4edc-a153-a279981ae94e\", \"20ed6c89-9076-4a06-ac6a-0cb9bf637692\", \"ae6786e8-bfeb-4759-9387-1e830c86c254\", \"4d89530c-513a-42bc-bec5-5c82c8d1670a\", \"20f928e7-f1a6-42c0-8ae6-b8ee8c623b38\", \"48306e94-2e01-4f74-a527-109b0e94c5b3\"], \"total_duration\": 2012.0, \"total_sessions\": 8, \"mean_week_duration\": 12.42}}\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 13"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\"]]}, \"all_values\": {\"mean_week_duration\": [[13, 50]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"63727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Prague\", \"datetimes\": [\"2023-02-04 02:38:55.000000+00:00\", \"2021-02-21 09:53:31.000000+00:00\"], \"session_ids\": [\"689f2403-e03f-471d-87ce-500bae67dfa9\", \"9c5b0485-f9a2-4f76-a6c2-99dc8e77eba7\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.588}, \"85926\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-01-12 15:35:03.000000+00:00\", \"2020-09-13 01:36:00.000000+00:00\", \"2019-07-18 23:49:35.000000+00:00\"], \"session_ids\": [\"213f45fe-95c6-4230-a5a2-fa89df9374f4\", \"7e7c7590-a93e-4922-9a05-a162877179ee\", \"77a76fc6-d35b-4932-a4f2-a3115fb65207\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.397}, \"32779\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-12-27 15:37:31.000000+00:00\", \"2019-05-05 01:53:49.000000+00:00\", \"2021-01-08 18:37:58.000000+00:00\"], \"session_ids\": [\"c6381927-c51c-45dd-b16b-a74484ab9efb\", \"6d08aec1-89ab-42d7-8efa-1f5c0fbf62f9\", \"1a80a88d-0f48-4651-965e-c5064d972a3f\"], \"total_duration\": 232.0, \"total_sessions\": 3, \"mean_week_duration\": 1.669}, \"84810\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-09-21 08:47:21.000000+00:00\", \"2021-01-11 17:11:38.000000+00:00\"], \"session_ids\": [\"324e85ed-6b88-4754-aa9c-ad7448ec1243\", \"71dafbdd-5604-4ae9-81b3-0370e00ff6e8\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 1.75}, \"29410\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 8, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-01-04 02:47:47.000000+00:00\", \"2022-04-19 03:36:24.000000+00:00\"], \"session_ids\": [\"d53d9976-c79d-40c3-9d29-32a2a730b1fc\", \"1ac452d4-3b22-4650-9be7-18deadbfeaf5\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 1.912}, \"37385\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-01-25 00:36:48.000000+00:00\", \"2021-02-15 04:45:44.000000+00:00\"], \"session_ids\": [\"9f1fc188-fe7d-409d-a4ae-28bf1d94bf17\", \"773c2262-6c55-4639-875b-f9397b05f38a\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 2.714}, \"90364\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-06-13 11:43:52.000000+00:00\", \"2023-05-06 04:52:51.000000+00:00\"], \"session_ids\": [\"7f591b96-9d06-47db-8fa8-df8a440a37b8\", \"50ee5b49-0e2f-4e85-91e5-a75de66f0b7c\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 0.436}, \"63823\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-01-30 19:14:47.000000+00:00\", \"2020-03-30 18:35:56.000000+00:00\"], \"session_ids\": [\"1880709b-6838-4e45-bc3a-b730cb00a993\", \"21255dc0-4443-45c7-99e4-67ea4ec4bf70\"], \"total_duration\": 70.0, \"total_sessions\": 2, \"mean_week_duration\": 7.778}, \"76767\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-08-24 06:09:23.000000+00:00\", \"2022-05-11 06:36:20.000000+00:00\", \"2021-04-13 22:08:26.000000+00:00\", \"2020-02-19 18:13:23.000000+00:00\", \"2021-08-19 15:37:36.000000+00:00\", \"2019-08-20 01:36:47.000000+00:00\", \"2021-06-10 12:20:43.000000+00:00\", \"2022-09-22 21:11:03.000000+00:00\"], \"session_ids\": [\"1eae20f6-b703-491c-b051-017218b657af\", \"3c84ed42-55ab-4e0a-879b-31a9661524ea\", \"92d78ad8-3550-4edc-a153-a279981ae94e\", \"20ed6c89-9076-4a06-ac6a-0cb9bf637692\", \"ae6786e8-bfeb-4759-9387-1e830c86c254\", \"4d89530c-513a-42bc-bec5-5c82c8d1670a\", \"20f928e7-f1a6-42c0-8ae6-b8ee8c623b38\", \"48306e94-2e01-4f74-a527-109b0e94c5b3\"], \"total_duration\": 2012.0, \"total_sessions\": 8, \"mean_week_duration\": 12.42}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"76767\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-08-24 06:09:23.000000+00:00\", \"2022-05-11 06:36:20.000000+00:00\", \"2021-04-13 22:08:26.000000+00:00\", \"2020-02-19 18:13:23.000000+00:00\", \"2021-08-19 15:37:36.000000+00:00\", \"2019-08-20 01:36:47.000000+00:00\", \"2021-06-10 12:20:43.000000+00:00\", \"2022-09-22 21:11:03.000000+00:00\"], \"session_ids\": [\"1eae20f6-b703-491c-b051-017218b657af\", \"3c84ed42-55ab-4e0a-879b-31a9661524ea\", \"92d78ad8-3550-4edc-a153-a279981ae94e\", \"20ed6c89-9076-4a06-ac6a-0cb9bf637692\", \"ae6786e8-bfeb-4759-9387-1e830c86c254\", \"4d89530c-513a-42bc-bec5-5c82c8d1670a\", \"20f928e7-f1a6-42c0-8ae6-b8ee8c623b38\", \"48306e94-2e01-4f74-a527-109b0e94c5b3\"], \"total_duration\": 2012.0, \"total_sessions\": 8, \"mean_week_duration\": 12.42}}, {\"32779\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-12-27 15:37:31.000000+00:00\", \"2019-05-05 01:53:49.000000+00:00\", \"2021-01-08 18:37:58.000000+00:00\"], \"session_ids\": [\"c6381927-c51c-45dd-b16b-a74484ab9efb\", \"6d08aec1-89ab-42d7-8efa-1f5c0fbf62f9\", \"1a80a88d-0f48-4651-965e-c5064d972a3f\"], \"total_duration\": 232.0, \"total_sessions\": 3, \"mean_week_duration\": 1.669}}, {\"37385\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-01-25 00:36:48.000000+00:00\", \"2021-02-15 04:45:44.000000+00:00\"], \"session_ids\": [\"9f1fc188-fe7d-409d-a4ae-28bf1d94bf17\", \"773c2262-6c55-4639-875b-f9397b05f38a\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 2.714}}, {\"29410\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 8, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-01-04 02:47:47.000000+00:00\", \"2022-04-19 03:36:24.000000+00:00\"], \"session_ids\": [\"d53d9976-c79d-40c3-9d29-32a2a730b1fc\", \"1ac452d4-3b22-4650-9be7-18deadbfeaf5\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 1.912}}, {\"90364\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-06-13 11:43:52.000000+00:00\", \"2023-05-06 04:52:51.000000+00:00\"], \"session_ids\": [\"7f591b96-9d06-47db-8fa8-df8a440a37b8\", \"50ee5b49-0e2f-4e85-91e5-a75de66f0b7c\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 0.436}}, {\"63823\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-01-30 19:14:47.000000+00:00\", \"2020-03-30 18:35:56.000000+00:00\"], \"session_ids\": [\"1880709b-6838-4e45-bc3a-b730cb00a993\", \"21255dc0-4443-45c7-99e4-67ea4ec4bf70\"], \"total_duration\": 70.0, \"total_sessions\": 2, \"mean_week_duration\": 7.778}}, {\"84810\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-09-21 08:47:21.000000+00:00\", \"2021-01-11 17:11:38.000000+00:00\"], \"session_ids\": [\"324e85ed-6b88-4754-aa9c-ad7448ec1243\", \"71dafbdd-5604-4ae9-81b3-0370e00ff6e8\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 1.75}}, {\"63727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Prague\", \"datetimes\": [\"2023-02-04 02:38:55.000000+00:00\", \"2021-02-21 09:53:31.000000+00:00\"], \"session_ids\": [\"689f2403-e03f-471d-87ce-500bae67dfa9\", \"9c5b0485-f9a2-4f76-a6c2-99dc8e77eba7\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.588}}, {\"85926\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-01-12 15:35:03.000000+00:00\", \"2020-09-13 01:36:00.000000+00:00\", \"2019-07-18 23:49:35.000000+00:00\"], \"session_ids\": [\"213f45fe-95c6-4230-a5a2-fa89df9374f4\", \"7e7c7590-a93e-4922-9a05-a162877179ee\", \"77a76fc6-d35b-4932-a4f2-a3115fb65207\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.397}}]\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[{\"76767\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-08-24 06:09:23.000000+00:00\", \"2022-05-11 06:36:20.000000+00:00\", \"2021-04-13 22:08:26.000000+00:00\", \"2020-02-19 18:13:23.000000+00:00\", \"2021-08-19 15:37:36.000000+00:00\", \"2019-08-20 01:36:47.000000+00:00\", \"2021-06-10 12:20:43.000000+00:00\", \"2022-09-22 21:11:03.000000+00:00\"], \"session_ids\": [\"1eae20f6-b703-491c-b051-017218b657af\", \"3c84ed42-55ab-4e0a-879b-31a9661524ea\", \"92d78ad8-3550-4edc-a153-a279981ae94e\", \"20ed6c89-9076-4a06-ac6a-0cb9bf637692\", \"ae6786e8-bfeb-4759-9387-1e830c86c254\", \"4d89530c-513a-42bc-bec5-5c82c8d1670a\", \"20f928e7-f1a6-42c0-8ae6-b8ee8c623b38\", \"48306e94-2e01-4f74-a527-109b0e94c5b3\"], \"total_duration\": 2012.0, \"total_sessions\": 8, \"mean_week_duration\": 12.42}}, {\"32779\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-12-27 15:37:31.000000+00:00\", \"2019-05-05 01:53:49.000000+00:00\", \"2021-01-08 18:37:58.000000+00:00\"], \"session_ids\": [\"c6381927-c51c-45dd-b16b-a74484ab9efb\", \"6d08aec1-89ab-42d7-8efa-1f5c0fbf62f9\", \"1a80a88d-0f48-4651-965e-c5064d972a3f\"], \"total_duration\": 232.0, \"total_sessions\": 3, \"mean_week_duration\": 1.669}}, {\"37385\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-01-25 00:36:48.000000+00:00\", \"2021-02-15 04:45:44.000000+00:00\"], \"session_ids\": [\"9f1fc188-fe7d-409d-a4ae-28bf1d94bf17\", \"773c2262-6c55-4639-875b-f9397b05f38a\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 2.714}}, {\"29410\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 8, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-01-04 02:47:47.000000+00:00\", \"2022-04-19 03:36:24.000000+00:00\"], \"session_ids\": [\"d53d9976-c79d-40c3-9d29-32a2a730b1fc\", \"1ac452d4-3b22-4650-9be7-18deadbfeaf5\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 1.912}}, {\"90364\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-06-13 11:43:52.000000+00:00\", \"2023-05-06 04:52:51.000000+00:00\"], \"session_ids\": [\"7f591b96-9d06-47db-8fa8-df8a440a37b8\", \"50ee5b49-0e2f-4e85-91e5-a75de66f0b7c\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 0.436}}, {\"63823\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-01-30 19:14:47.000000+00:00\", \"2020-03-30 18:35:56.000000+00:00\"], \"session_ids\": [\"1880709b-6838-4e45-bc3a-b730cb00a993\", \"21255dc0-4443-45c7-99e4-67ea4ec4bf70\"], \"total_duration\": 70.0, \"total_sessions\": 2, \"mean_week_duration\": 7.778}}, {\"84810\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-09-21 08:47:21.000000+00:00\", \"2021-01-11 17:11:38.000000+00:00\"], \"session_ids\": [\"324e85ed-6b88-4754-aa9c-ad7448ec1243\", \"71dafbdd-5604-4ae9-81b3-0370e00ff6e8\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 1.75}}, {\"63727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Prague\", \"datetimes\": [\"2023-02-04 02:38:55.000000+00:00\", \"2021-02-21 09:53:31.000000+00:00\"], \"session_ids\": [\"689f2403-e03f-471d-87ce-500bae67dfa9\", \"9c5b0485-f9a2-4f76-a6c2-99dc8e77eba7\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.588}}, {\"85926\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-01-12 15:35:03.000000+00:00\", \"2020-09-13 01:36:00.000000+00:00\", \"2019-07-18 23:49:35.000000+00:00\"], \"session_ids\": [\"213f45fe-95c6-4230-a5a2-fa89df9374f4\", \"7e7c7590-a93e-4922-9a05-a162877179ee\", \"77a76fc6-d35b-4932-a4f2-a3115fb65207\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.397}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about user whose overall total duration exceeds 3599 while staying below 2099, exclusively 2099 also perform sorting by total duration from the smallest to the largest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"63858\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-09-24 16:15:16.000000+00:00\", \"2019-05-04 04:24:06.000000+00:00\", \"2023-06-23 23:32:33.000000+00:00\", \"2021-09-11 11:51:20.000000+00:00\"], \"session_ids\": [\"4d7cef79-11e6-4863-b5bc-c922b6073f3f\", \"cbba9f38-4ac8-49da-905d-a8cff0f34622\", \"c24570ef-b6d7-493a-a642-4f4b56a7de85\", \"a195b00c-ac4c-4957-9994-e28c023490da\"], \"total_duration\": 1661.0, \"total_sessions\": 4, \"mean_week_duration\": 7.69}, \"54403\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-13 05:25:43.000000+00:00\", \"2019-12-11 12:26:50.000000+00:00\"], \"session_ids\": [\"2caf70ad-0bfd-464c-9ef5-9df5557346ed\", \"431bb9b8-ddc9-4b7f-8891-37b9df23e5d2\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 1.333}, \"94956\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-22 22:10:33.000000+00:00\", \"2022-12-09 02:34:33.000000+00:00\", \"2020-01-11 01:12:19.000000+00:00\"], \"session_ids\": [\"aad765bb-c9c6-459f-86ec-3d24da488f1e\", \"62a4da04-f1ca-4292-88e6-8a2adf7aac7a\", \"00e4b5cd-5dde-46e3-b16b-dfe5501e2a0a\"], \"total_duration\": 260.0, \"total_sessions\": 3, \"mean_week_duration\": 1.711}, \"35940\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-06-11 04:20:52.000000+00:00\", \"2019-08-08 18:00:01.000000+00:00\"], \"session_ids\": [\"2b20c3d8-fe0d-4ca0-85cc-4de706d7b39c\", \"fe34b7c9-7039-4c0e-aa72-ad0aa917aca9\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.08}, \"11700\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-06-17 18:39:48.000000+00:00\", \"2023-03-13 23:08:19.000000+00:00\", \"2020-04-18 00:13:21.000000+00:00\", \"2022-09-09 03:26:10.000000+00:00\", \"2022-07-12 22:07:19.000000+00:00\", \"2021-05-28 14:00:46.000000+00:00\", \"2022-06-17 13:23:09.000000+00:00\", \"2023-06-14 00:27:58.000000+00:00\"], \"session_ids\": [\"addc23c3-849d-4bf2-9117-7a1ca9c7c1fe\", \"08e3ebab-858b-40a8-9dac-34397f8ea06f\", \"1a4a87d9-7393-4a31-a023-ed2a433fa9fc\", \"85ee65b9-7d1c-4e86-9d54-64c0f89a80be\", \"79072a5c-6216-48b4-91f7-ab30040e533f\", \"e7612b25-e164-44ca-b618-7cbdb9fcf9e7\", \"fe2aad85-dc54-425f-97b1-273c84b298fe\", \"e74b3286-bfc2-4817-a6bf-3a9aee3f5f16\"], \"total_duration\": 7311.0, \"total_sessions\": 8, \"mean_week_duration\": 44.309}, \"53373\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-06-19 03:17:26.000000+00:00\", \"2022-12-11 19:12:32.000000+00:00\"], \"session_ids\": [\"576a08dc-c976-4d57-b8f9-82918c75be35\", \"4dc00b7d-d317-452e-886f-be6ef174e799\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 2.52}, \"71220\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-10-13 17:18:44.000000+00:00\", \"2020-11-06 06:14:54.000000+00:00\"], \"session_ids\": [\"3b7e2a8b-9357-4cd7-b21f-5e84612c7e6c\", \"35833d4a-e7c5-4097-9ee0-7766755109c8\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 1.265}, \"36534\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-03-28 17:45:01.000000+00:00\", \"2019-12-15 14:53:56.000000+00:00\", \"2019-05-07 07:54:27.000000+00:00\", \"2019-04-01 11:29:38.000000+00:00\", \"2019-07-14 17:48:11.000000+00:00\", \"2022-07-01 23:03:18.000000+00:00\", \"2020-01-13 00:34:56.000000+00:00\", \"2020-06-22 02:19:52.000000+00:00\", \"2019-08-10 06:01:45.000000+00:00\", \"2022-07-23 12:49:23.000000+00:00\"], \"session_ids\": [\"5b19bc4d-83c1-4879-b67b-de7b046512ca\", \"7357ba0f-3d21-432c-87a6-42d863d920ab\", \"a66cdca6-af49-435f-b70d-89b4a78b8ebe\", \"69bfa11f-6b76-428d-a962-9fa990360783\", \"dbd02da8-f2cd-47c2-9d3a-d43448d85fef\", \"a051bd7b-b484-4cf8-86d5-68ccf597029d\", \"bcf8f496-1ff2-4491-bfcb-44429d4e843a\", \"631b6953-fc68-4f51-8155-37f71a721358\", \"379be466-a064-491c-9717-bae039169ce9\", \"da3f7f12-4ceb-4149-ab4d-091481ea205c\"], \"total_duration\": 1944.0, \"total_sessions\": 10, \"mean_week_duration\": 11.237}, \"42250\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-09-11 18:13:08.000000+00:00\", \"2021-03-30 03:31:55.000000+00:00\", \"2021-07-13 04:19:10.000000+00:00\", \"2021-01-08 17:06:39.000000+00:00\", \"2022-04-17 21:51:14.000000+00:00\", \"2023-04-29 08:04:35.000000+00:00\", \"2022-09-19 02:03:45.000000+00:00\", \"2023-06-24 06:31:22.000000+00:00\", \"2021-02-22 19:45:38.000000+00:00\", \"2020-03-08 10:31:57.000000+00:00\", \"2021-10-24 08:06:39.000000+00:00\"], \"session_ids\": [\"17696764-64c1-41f2-bb62-7e097549a033\", \"de24f296-51be-4e52-a177-a76ad3425f86\", \"ca1ca842-3bfc-4f27-895d-2c46bbf5c7ec\", \"9ae9b14c-9a51-4db0-a269-bd14e301481b\", \"1c3d44b4-ea0f-4aa5-8212-28c1c55b2ba1\", \"f512c0ec-8a1e-43ea-91d3-65c4d99970cc\", \"51581c11-25dd-4949-a48e-c97e5dfa1610\", \"0b200678-78ba-4842-be08-44bc5146a02f\", \"31f06b7f-45c3-4ea5-9a40-45120d38adb6\", \"121f628c-8337-494f-a361-f79fba44144d\", \"255b7fe6-abd5-40f0-8900-58e89f384c5d\"], \"total_duration\": 913.0, \"total_sessions\": 11, \"mean_week_duration\": 5.308}, \"37060\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-07-01 01:00:26.000000+00:00\", \"2022-11-21 16:52:44.000000+00:00\", \"2022-11-17 20:29:58.000000+00:00\", \"2021-06-30 14:09:19.000000+00:00\", \"2021-03-12 01:52:23.000000+00:00\", \"2019-08-08 14:28:34.000000+00:00\"], \"session_ids\": [\"ee33e47c-a855-4b91-b681-15e728115e03\", \"61ec3036-ed4c-4bdb-a29f-0b0c62c44fc2\", \"123eddaa-3f0b-4619-bcb9-63d81c3a8d84\", \"b3e92f78-58aa-4fe0-911c-d3121a564f43\", \"4d28c8b8-c004-47e7-9fb8-78f3f858653a\", \"b9435c31-fddd-4506-b3a0-14e9592a3c1c\"], \"total_duration\": 1333.0, \"total_sessions\": 6, \"mean_week_duration\": 7.531}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are less than 2099 and are equal or greater than 3599"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_duration\": [[2099, 3599]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"63858\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-09-24 16:15:16.000000+00:00\", \"2019-05-04 04:24:06.000000+00:00\", \"2023-06-23 23:32:33.000000+00:00\", \"2021-09-11 11:51:20.000000+00:00\"], \"session_ids\": [\"4d7cef79-11e6-4863-b5bc-c922b6073f3f\", \"cbba9f38-4ac8-49da-905d-a8cff0f34622\", \"c24570ef-b6d7-493a-a642-4f4b56a7de85\", \"a195b00c-ac4c-4957-9994-e28c023490da\"], \"total_duration\": 1661.0, \"total_sessions\": 4, \"mean_week_duration\": 7.69}, \"54403\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-13 05:25:43.000000+00:00\", \"2019-12-11 12:26:50.000000+00:00\"], \"session_ids\": [\"2caf70ad-0bfd-464c-9ef5-9df5557346ed\", \"431bb9b8-ddc9-4b7f-8891-37b9df23e5d2\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 1.333}, \"94956\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-22 22:10:33.000000+00:00\", \"2022-12-09 02:34:33.000000+00:00\", \"2020-01-11 01:12:19.000000+00:00\"], \"session_ids\": [\"aad765bb-c9c6-459f-86ec-3d24da488f1e\", \"62a4da04-f1ca-4292-88e6-8a2adf7aac7a\", \"00e4b5cd-5dde-46e3-b16b-dfe5501e2a0a\"], \"total_duration\": 260.0, \"total_sessions\": 3, \"mean_week_duration\": 1.711}, \"35940\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-06-11 04:20:52.000000+00:00\", \"2019-08-08 18:00:01.000000+00:00\"], \"session_ids\": [\"2b20c3d8-fe0d-4ca0-85cc-4de706d7b39c\", \"fe34b7c9-7039-4c0e-aa72-ad0aa917aca9\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.08}, \"53373\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-06-19 03:17:26.000000+00:00\", \"2022-12-11 19:12:32.000000+00:00\"], \"session_ids\": [\"576a08dc-c976-4d57-b8f9-82918c75be35\", \"4dc00b7d-d317-452e-886f-be6ef174e799\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 2.52}, \"71220\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-10-13 17:18:44.000000+00:00\", \"2020-11-06 06:14:54.000000+00:00\"], \"session_ids\": [\"3b7e2a8b-9357-4cd7-b21f-5e84612c7e6c\", \"35833d4a-e7c5-4097-9ee0-7766755109c8\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 1.265}, \"36534\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-03-28 17:45:01.000000+00:00\", \"2019-12-15 14:53:56.000000+00:00\", \"2019-05-07 07:54:27.000000+00:00\", \"2019-04-01 11:29:38.000000+00:00\", \"2019-07-14 17:48:11.000000+00:00\", \"2022-07-01 23:03:18.000000+00:00\", \"2020-01-13 00:34:56.000000+00:00\", \"2020-06-22 02:19:52.000000+00:00\", \"2019-08-10 06:01:45.000000+00:00\", \"2022-07-23 12:49:23.000000+00:00\"], \"session_ids\": [\"5b19bc4d-83c1-4879-b67b-de7b046512ca\", \"7357ba0f-3d21-432c-87a6-42d863d920ab\", \"a66cdca6-af49-435f-b70d-89b4a78b8ebe\", \"69bfa11f-6b76-428d-a962-9fa990360783\", \"dbd02da8-f2cd-47c2-9d3a-d43448d85fef\", \"a051bd7b-b484-4cf8-86d5-68ccf597029d\", \"bcf8f496-1ff2-4491-bfcb-44429d4e843a\", \"631b6953-fc68-4f51-8155-37f71a721358\", \"379be466-a064-491c-9717-bae039169ce9\", \"da3f7f12-4ceb-4149-ab4d-091481ea205c\"], \"total_duration\": 1944.0, \"total_sessions\": 10, \"mean_week_duration\": 11.237}, \"42250\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-09-11 18:13:08.000000+00:00\", \"2021-03-30 03:31:55.000000+00:00\", \"2021-07-13 04:19:10.000000+00:00\", \"2021-01-08 17:06:39.000000+00:00\", \"2022-04-17 21:51:14.000000+00:00\", \"2023-04-29 08:04:35.000000+00:00\", \"2022-09-19 02:03:45.000000+00:00\", \"2023-06-24 06:31:22.000000+00:00\", \"2021-02-22 19:45:38.000000+00:00\", \"2020-03-08 10:31:57.000000+00:00\", \"2021-10-24 08:06:39.000000+00:00\"], \"session_ids\": [\"17696764-64c1-41f2-bb62-7e097549a033\", \"de24f296-51be-4e52-a177-a76ad3425f86\", \"ca1ca842-3bfc-4f27-895d-2c46bbf5c7ec\", \"9ae9b14c-9a51-4db0-a269-bd14e301481b\", \"1c3d44b4-ea0f-4aa5-8212-28c1c55b2ba1\", \"f512c0ec-8a1e-43ea-91d3-65c4d99970cc\", \"51581c11-25dd-4949-a48e-c97e5dfa1610\", \"0b200678-78ba-4842-be08-44bc5146a02f\", \"31f06b7f-45c3-4ea5-9a40-45120d38adb6\", \"121f628c-8337-494f-a361-f79fba44144d\", \"255b7fe6-abd5-40f0-8900-58e89f384c5d\"], \"total_duration\": 913.0, \"total_sessions\": 11, \"mean_week_duration\": 5.308}, \"37060\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-07-01 01:00:26.000000+00:00\", \"2022-11-21 16:52:44.000000+00:00\", \"2022-11-17 20:29:58.000000+00:00\", \"2021-06-30 14:09:19.000000+00:00\", \"2021-03-12 01:52:23.000000+00:00\", \"2019-08-08 14:28:34.000000+00:00\"], \"session_ids\": [\"ee33e47c-a855-4b91-b681-15e728115e03\", \"61ec3036-ed4c-4bdb-a29f-0b0c62c44fc2\", \"123eddaa-3f0b-4619-bcb9-63d81c3a8d84\", \"b3e92f78-58aa-4fe0-911c-d3121a564f43\", \"4d28c8b8-c004-47e7-9fb8-78f3f858653a\", \"b9435c31-fddd-4506-b3a0-14e9592a3c1c\"], \"total_duration\": 1333.0, \"total_sessions\": 6, \"mean_week_duration\": 7.531}, \"11700\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-06-17 18:39:48.000000+00:00\", \"2023-03-13 23:08:19.000000+00:00\", \"2020-04-18 00:13:21.000000+00:00\", \"2022-09-09 03:26:10.000000+00:00\", \"2022-07-12 22:07:19.000000+00:00\", \"2021-05-28 14:00:46.000000+00:00\", \"2022-06-17 13:23:09.000000+00:00\", \"2023-06-14 00:27:58.000000+00:00\"], \"session_ids\": [\"addc23c3-849d-4bf2-9117-7a1ca9c7c1fe\", \"08e3ebab-858b-40a8-9dac-34397f8ea06f\", \"1a4a87d9-7393-4a31-a023-ed2a433fa9fc\", \"85ee65b9-7d1c-4e86-9d54-64c0f89a80be\", \"79072a5c-6216-48b4-91f7-ab30040e533f\", \"e7612b25-e164-44ca-b618-7cbdb9fcf9e7\", \"fe2aad85-dc54-425f-97b1-273c84b298fe\", \"e74b3286-bfc2-4817-a6bf-3a9aee3f5f16\"], \"total_duration\": 7311.0, \"total_sessions\": 8, \"mean_week_duration\": 44.309}}\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[{\"35940\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-06-11 04:20:52.000000+00:00\", \"2019-08-08 18:00:01.000000+00:00\"], \"session_ids\": [\"2b20c3d8-fe0d-4ca0-85cc-4de706d7b39c\", \"fe34b7c9-7039-4c0e-aa72-ad0aa917aca9\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.08}}, {\"71220\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-10-13 17:18:44.000000+00:00\", \"2020-11-06 06:14:54.000000+00:00\"], \"session_ids\": [\"3b7e2a8b-9357-4cd7-b21f-5e84612c7e6c\", \"35833d4a-e7c5-4097-9ee0-7766755109c8\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 1.265}}, {\"53373\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-06-19 03:17:26.000000+00:00\", \"2022-12-11 19:12:32.000000+00:00\"], \"session_ids\": [\"576a08dc-c976-4d57-b8f9-82918c75be35\", \"4dc00b7d-d317-452e-886f-be6ef174e799\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 2.52}}, {\"54403\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-13 05:25:43.000000+00:00\", \"2019-12-11 12:26:50.000000+00:00\"], \"session_ids\": [\"2caf70ad-0bfd-464c-9ef5-9df5557346ed\", \"431bb9b8-ddc9-4b7f-8891-37b9df23e5d2\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 1.333}}, {\"94956\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-22 22:10:33.000000+00:00\", \"2022-12-09 02:34:33.000000+00:00\", \"2020-01-11 01:12:19.000000+00:00\"], \"session_ids\": [\"aad765bb-c9c6-459f-86ec-3d24da488f1e\", \"62a4da04-f1ca-4292-88e6-8a2adf7aac7a\", \"00e4b5cd-5dde-46e3-b16b-dfe5501e2a0a\"], \"total_duration\": 260.0, \"total_sessions\": 3, \"mean_week_duration\": 1.711}}, {\"42250\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-09-11 18:13:08.000000+00:00\", \"2021-03-30 03:31:55.000000+00:00\", \"2021-07-13 04:19:10.000000+00:00\", \"2021-01-08 17:06:39.000000+00:00\", \"2022-04-17 21:51:14.000000+00:00\", \"2023-04-29 08:04:35.000000+00:00\", \"2022-09-19 02:03:45.000000+00:00\", \"2023-06-24 06:31:22.000000+00:00\", \"2021-02-22 19:45:38.000000+00:00\", \"2020-03-08 10:31:57.000000+00:00\", \"2021-10-24 08:06:39.000000+00:00\"], \"session_ids\": [\"17696764-64c1-41f2-bb62-7e097549a033\", \"de24f296-51be-4e52-a177-a76ad3425f86\", \"ca1ca842-3bfc-4f27-895d-2c46bbf5c7ec\", \"9ae9b14c-9a51-4db0-a269-bd14e301481b\", \"1c3d44b4-ea0f-4aa5-8212-28c1c55b2ba1\", \"f512c0ec-8a1e-43ea-91d3-65c4d99970cc\", \"51581c11-25dd-4949-a48e-c97e5dfa1610\", \"0b200678-78ba-4842-be08-44bc5146a02f\", \"31f06b7f-45c3-4ea5-9a40-45120d38adb6\", \"121f628c-8337-494f-a361-f79fba44144d\", \"255b7fe6-abd5-40f0-8900-58e89f384c5d\"], \"total_duration\": 913.0, \"total_sessions\": 11, \"mean_week_duration\": 5.308}}, {\"37060\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-07-01 01:00:26.000000+00:00\", \"2022-11-21 16:52:44.000000+00:00\", \"2022-11-17 20:29:58.000000+00:00\", \"2021-06-30 14:09:19.000000+00:00\", \"2021-03-12 01:52:23.000000+00:00\", \"2019-08-08 14:28:34.000000+00:00\"], \"session_ids\": [\"ee33e47c-a855-4b91-b681-15e728115e03\", \"61ec3036-ed4c-4bdb-a29f-0b0c62c44fc2\", \"123eddaa-3f0b-4619-bcb9-63d81c3a8d84\", \"b3e92f78-58aa-4fe0-911c-d3121a564f43\", \"4d28c8b8-c004-47e7-9fb8-78f3f858653a\", \"b9435c31-fddd-4506-b3a0-14e9592a3c1c\"], \"total_duration\": 1333.0, \"total_sessions\": 6, \"mean_week_duration\": 7.531}}, {\"63858\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-09-24 16:15:16.000000+00:00\", \"2019-05-04 04:24:06.000000+00:00\", \"2023-06-23 23:32:33.000000+00:00\", \"2021-09-11 11:51:20.000000+00:00\"], \"session_ids\": [\"4d7cef79-11e6-4863-b5bc-c922b6073f3f\", \"cbba9f38-4ac8-49da-905d-a8cff0f34622\", \"c24570ef-b6d7-493a-a642-4f4b56a7de85\", \"a195b00c-ac4c-4957-9994-e28c023490da\"], \"total_duration\": 1661.0, \"total_sessions\": 4, \"mean_week_duration\": 7.69}}, {\"36534\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-03-28 17:45:01.000000+00:00\", \"2019-12-15 14:53:56.000000+00:00\", \"2019-05-07 07:54:27.000000+00:00\", \"2019-04-01 11:29:38.000000+00:00\", \"2019-07-14 17:48:11.000000+00:00\", \"2022-07-01 23:03:18.000000+00:00\", \"2020-01-13 00:34:56.000000+00:00\", \"2020-06-22 02:19:52.000000+00:00\", \"2019-08-10 06:01:45.000000+00:00\", \"2022-07-23 12:49:23.000000+00:00\"], \"session_ids\": [\"5b19bc4d-83c1-4879-b67b-de7b046512ca\", \"7357ba0f-3d21-432c-87a6-42d863d920ab\", \"a66cdca6-af49-435f-b70d-89b4a78b8ebe\", \"69bfa11f-6b76-428d-a962-9fa990360783\", \"dbd02da8-f2cd-47c2-9d3a-d43448d85fef\", \"a051bd7b-b484-4cf8-86d5-68ccf597029d\", \"bcf8f496-1ff2-4491-bfcb-44429d4e843a\", \"631b6953-fc68-4f51-8155-37f71a721358\", \"379be466-a064-491c-9717-bae039169ce9\", \"da3f7f12-4ceb-4149-ab4d-091481ea205c\"], \"total_duration\": 1944.0, \"total_sessions\": 10, \"mean_week_duration\": 11.237}}, {\"11700\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-06-17 18:39:48.000000+00:00\", \"2023-03-13 23:08:19.000000+00:00\", \"2020-04-18 00:13:21.000000+00:00\", \"2022-09-09 03:26:10.000000+00:00\", \"2022-07-12 22:07:19.000000+00:00\", \"2021-05-28 14:00:46.000000+00:00\", \"2022-06-17 13:23:09.000000+00:00\", \"2023-06-14 00:27:58.000000+00:00\"], \"session_ids\": [\"addc23c3-849d-4bf2-9117-7a1ca9c7c1fe\", \"08e3ebab-858b-40a8-9dac-34397f8ea06f\", \"1a4a87d9-7393-4a31-a023-ed2a433fa9fc\", \"85ee65b9-7d1c-4e86-9d54-64c0f89a80be\", \"79072a5c-6216-48b4-91f7-ab30040e533f\", \"e7612b25-e164-44ca-b618-7cbdb9fcf9e7\", \"fe2aad85-dc54-425f-97b1-273c84b298fe\", \"e74b3286-bfc2-4817-a6bf-3a9aee3f5f16\"], \"total_duration\": 7311.0, \"total_sessions\": 8, \"mean_week_duration\": 44.309}}]\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[{\"35940\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-06-11 04:20:52.000000+00:00\", \"2019-08-08 18:00:01.000000+00:00\"], \"session_ids\": [\"2b20c3d8-fe0d-4ca0-85cc-4de706d7b39c\", \"fe34b7c9-7039-4c0e-aa72-ad0aa917aca9\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.08}}]\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[{\"35940\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-06-11 04:20:52.000000+00:00\", \"2019-08-08 18:00:01.000000+00:00\"], \"session_ids\": [\"2b20c3d8-fe0d-4ca0-85cc-4de706d7b39c\", \"fe34b7c9-7039-4c0e-aa72-ad0aa917aca9\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.08}}]\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 who currently live in city Dublin plus perform sorting by duration summation of sessions per week asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"14386\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-03-03 13:42:16.000000+00:00\", \"2020-05-05 01:34:08.000000+00:00\", \"2022-02-27 13:49:11.000000+00:00\"], \"session_ids\": [\"d445ce27-a5e8-4a1b-a528-f683e84c174b\", \"5632b2ac-e82e-4206-aa32-ab60267b40f9\", \"51854fe9-2e6f-4a28-895c-c6b29c11cd5b\"], \"total_duration\": 522.0, \"total_sessions\": 3, \"mean_week_duration\": 3.346}, \"20958\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-06-29 10:11:55.000000+00:00\", \"2019-07-22 05:09:14.000000+00:00\", \"2019-11-08 13:06:54.000000+00:00\", \"2021-05-04 18:55:37.000000+00:00\", \"2020-02-11 19:27:19.000000+00:00\", \"2022-02-25 20:39:12.000000+00:00\", \"2021-01-29 12:52:54.000000+00:00\", \"2021-12-26 06:35:39.000000+00:00\"], \"session_ids\": [\"2c6bb32e-85d5-4610-9ad0-cfdf298143af\", \"df169e23-905b-4572-af6a-21ce7d0117eb\", \"a43aeb88-fcc6-44fa-aa60-944f2e0bb181\", \"4d1f982a-b93d-48b1-8744-6d3864208f6f\", \"db7eee9b-362a-45c6-8438-d60cf49cfb83\", \"b6c29942-434c-44ab-bdbd-ccb8f5812db8\", \"10a32d13-ac87-433f-a672-7cdf1d3e6443\", \"1634fa8a-863e-48c4-86ee-0efb6fe44f69\"], \"total_duration\": 11678.0, \"total_sessions\": 8, \"mean_week_duration\": 85.868}, \"35159\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-12-27 07:25:59.000000+00:00\", \"2021-09-23 10:37:51.000000+00:00\", \"2022-01-30 07:04:55.000000+00:00\", \"2022-10-28 02:36:29.000000+00:00\", \"2022-07-31 18:21:45.000000+00:00\", \"2021-01-15 02:39:23.000000+00:00\", \"2022-08-16 08:49:41.000000+00:00\", \"2023-05-15 05:14:50.000000+00:00\", \"2020-01-01 20:29:56.000000+00:00\"], \"session_ids\": [\"475e4edc-d59e-412a-b6f7-72a4fd656563\", \"aca1b907-b811-4156-b27c-f2187e0e61fe\", \"675e9985-1f36-4e0c-8f33-fe217afbc8de\", \"83d74799-0539-4634-a462-1d6a4953edba\", \"5d591e93-f2c9-4b39-b6af-c768668d99fc\", \"a9048a00-03e9-435e-8c8f-e3c8ed3df5bd\", \"ad5c8a76-2366-4eed-b55d-e2ca58c655b3\", \"4a8f008d-3203-4d19-ba83-e6d0c41fd6d3\", \"4a02a3cf-9ba2-42e0-b4f7-7e98250023ab\"], \"total_duration\": 17854.0, \"total_sessions\": 9, \"mean_week_duration\": 101.443}, \"39155\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-05-05 13:23:17.000000+00:00\", \"2019-08-07 21:07:55.000000+00:00\"], \"session_ids\": [\"b8bdb2c8-0906-46d2-bda2-bdc5e5beade0\", \"346c03a5-88c2-4c58-b095-6ad9bc384056\"], \"total_duration\": 465.0, \"total_sessions\": 2, \"mean_week_duration\": 3.252}, \"60637\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-05-19 06:19:10.000000+00:00\", \"2019-03-07 17:37:08.000000+00:00\", \"2019-09-18 10:03:13.000000+00:00\", \"2021-09-18 20:16:04.000000+00:00\"], \"session_ids\": [\"1833c266-f14f-407d-94d6-a989ff5ea1cc\", \"910e80ae-0a65-47a5-b496-8f740172899a\", \"858a99d8-d926-4abc-bc99-8a6faba0cddf\", \"46d755cf-410a-4dad-a524-4a8fb72690dd\"], \"total_duration\": 265.0, \"total_sessions\": 4, \"mean_week_duration\": 1.992}, \"67746\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-30 20:44:44.000000+00:00\", \"2019-06-14 06:38:26.000000+00:00\", \"2019-08-29 19:11:20.000000+00:00\"], \"session_ids\": [\"b3386abd-e740-4998-b78c-9b182cf7671f\", \"5bf07ee1-bd0d-4442-bbf4-80f8080e19cb\", \"e881ecfe-971e-4b8e-87ba-71578948d84e\"], \"total_duration\": 271.0, \"total_sessions\": 3, \"mean_week_duration\": 15.056}, \"9949\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-05-08 18:39:40.000000+00:00\", \"2020-07-27 09:23:59.000000+00:00\"], \"session_ids\": [\"49ab7231-ad4b-4306-8d79-ca952c7da86b\", \"35a340df-9078-42b7-bbd1-a1ffee8ad927\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 1.978}, \"85542\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-06-30 17:01:21.000000+00:00\", \"2022-11-28 12:10:19.000000+00:00\"], \"session_ids\": [\"6b9d71e1-2d89-4704-ab3e-be36b7b47419\", \"68ebe1e6-4432-47f9-9c11-90b1adfda48a\"], \"total_duration\": 165.0, \"total_sessions\": 2, \"mean_week_duration\": 7.5}, \"28780\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-03-31 19:09:11.000000+00:00\", \"2022-05-28 14:59:48.000000+00:00\", \"2020-05-10 16:52:26.000000+00:00\", \"2020-01-20 11:40:04.000000+00:00\", \"2020-06-14 19:21:58.000000+00:00\", \"2022-10-26 06:12:57.000000+00:00\"], \"session_ids\": [\"9a58e613-b5b3-4123-9994-310776f7cf5e\", \"f0e91392-5828-46c5-bfa9-702cd805e21c\", \"60210d4e-d99c-4d76-9c12-5ea88abf9f41\", \"d680ae91-a944-47b3-a648-4aafadf507aa\", \"cbc7fae5-ad8a-4571-86bb-06b1575e95d2\", \"f7c3de0e-7bdd-471c-85eb-31c0b30a85c0\"], \"total_duration\": 420.0, \"total_sessions\": 6, \"mean_week_duration\": 2.897}, \"55530\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-09-26 15:02:15.000000+00:00\", \"2023-02-13 07:00:26.000000+00:00\"], \"session_ids\": [\"6ae60aa8-79ac-4585-b7a3-781dddb3103f\", \"d1505122-52de-4cbb-8677-2fb4afdcff4c\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 2.968}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is Dublin"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Dublin\"]]}}}\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": "Tell me about user whose total sessions is same as 5 and implement sorting by town naming ascending."
}
] |
[
{
"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{\"75559\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-07-30 15:34:42.000000+00:00\", \"2019-12-07 04:48:32.000000+00:00\"], \"session_ids\": [\"a2375f79-28d3-4310-9393-875f9067587b\", \"aace48fe-f3ed-4c9e-ad44-318216e50617\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 1.579}, \"77361\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-08-11 19:52:33.000000+00:00\", \"2022-07-14 17:01:45.000000+00:00\", \"2022-08-22 12:26:37.000000+00:00\", \"2022-11-14 20:24:20.000000+00:00\"], \"session_ids\": [\"819f7b78-01fd-4aac-a324-0e00762a9168\", \"69839e8a-b5cb-477c-b84d-64b628dd3eab\", \"ad9a898d-9c07-4cba-847a-029f517ad036\", \"8a80b3f7-dd41-46a9-9154-537648f44d5c\"], \"total_duration\": 59.0, \"total_sessions\": 4, \"mean_week_duration\": 0.345}, \"56784\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-03-24 10:51:31.000000+00:00\", \"2019-04-25 17:58:00.000000+00:00\", \"2021-08-22 07:51:35.000000+00:00\", \"2021-09-01 14:04:29.000000+00:00\", \"2019-01-10 22:01:17.000000+00:00\", \"2020-09-05 01:40:33.000000+00:00\", \"2023-03-12 06:20:17.000000+00:00\", \"2020-09-02 15:13:55.000000+00:00\"], \"session_ids\": [\"77202f15-7beb-49ff-84eb-6563f53fed73\", \"00951e3b-030b-406d-806b-d3ca264bbbd1\", \"1aee8c0b-cece-42ad-9f9d-b9adb3944710\", \"b1ab81df-51d7-418a-898a-592f2754366d\", \"ce9eeb49-9951-43f8-9c58-bfda43b300f3\", \"13242368-5918-4e76-a9c5-e64ae8744b63\", \"a1bee055-2281-494c-abba-58946e438cd1\", \"ad69a91f-4679-4fca-b8d8-1a582e4ddad0\"], \"total_duration\": 3009.0, \"total_sessions\": 8, \"mean_week_duration\": 13.803}, \"82192\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-11-28 14:26:03.000000+00:00\", \"2019-09-16 00:21:00.000000+00:00\"], \"session_ids\": [\"217f3d4a-c24a-4ab0-b785-c5bc634fc9fd\", \"01ba8466-a276-4adb-97bd-22b07cb428ee\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 1.974}, \"80630\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-08-22 08:32:14.000000+00:00\", \"2020-01-03 14:51:46.000000+00:00\", \"2019-02-26 08:22:40.000000+00:00\", \"2019-02-17 12:16:34.000000+00:00\", \"2023-02-06 18:14:41.000000+00:00\", \"2023-06-14 01:13:23.000000+00:00\", \"2019-01-17 19:43:18.000000+00:00\", \"2020-04-16 23:37:39.000000+00:00\"], \"session_ids\": [\"c683cfad-7413-4e91-83f6-955f6a7c69cc\", \"00de4970-4e7c-45cc-96aa-eeaeb0a0ebda\", \"43b3a2a6-06e0-4916-98db-f9e3b81d1de3\", \"d14d48f6-0ed0-457a-a785-25b2d280c6ac\", \"e435dd71-f7fb-4b68-8f58-7ae36bb74d35\", \"3751b6f6-7d00-490d-8485-c6384269db00\", \"bd6a0af7-cefb-4e47-8400-f695fee3eae9\", \"29fde2fd-1273-46e9-8d40-3d8cd4009817\"], \"total_duration\": 5101.0, \"total_sessions\": 8, \"mean_week_duration\": 22.178}, \"10527\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-05-03 01:05:55.000000+00:00\", \"2021-11-14 18:01:24.000000+00:00\"], \"session_ids\": [\"f2933565-25d0-410d-8fb3-8b75a70a9d8f\", \"c2de2b81-b4ac-4470-9b19-e7e11fd57040\"], \"total_duration\": 231.0, \"total_sessions\": 2, \"mean_week_duration\": 8.25}, \"29372\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-14 05:09:17.000000+00:00\", \"2020-02-10 17:12:48.000000+00:00\"], \"session_ids\": [\"eb369810-26cc-4384-b38c-49db48a96d63\", \"df924993-8c8c-427e-b54a-95f83c71e50b\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 1.727}, \"2409\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"New York City\", \"datetimes\": [\"2021-10-21 13:10:54.000000+00:00\", \"2021-11-26 06:29:13.000000+00:00\"], \"session_ids\": [\"d8486437-ddd2-4a1a-b538-d7a5f9f87386\", \"1f95e00a-07fc-41b3-bd86-260034c9485b\"], \"total_duration\": 149.0, \"total_sessions\": 2, \"mean_week_duration\": 29.8}, \"21314\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-14 03:30:50.000000+00:00\", \"2020-08-04 15:32:18.000000+00:00\", \"2020-11-27 06:15:47.000000+00:00\", \"2019-11-21 05:06:40.000000+00:00\", \"2020-12-20 01:13:53.000000+00:00\"], \"session_ids\": [\"2abdfbec-3ed9-4fa3-9ca9-6b9c86701dd6\", \"f770a230-dd66-4b30-891c-efe56bc0c88e\", \"873e76b0-5e14-418b-830c-347a6fc40cd2\", \"0afd5d02-cde4-4031-87a2-5110a914577d\", \"dbc0ac2e-9223-4e66-a694-6b0032f226f1\"], \"total_duration\": 1330.0, \"total_sessions\": 5, \"mean_week_duration\": 13.168}, \"88738\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-09-04 14:09:26.000000+00:00\", \"2022-07-01 17:53:56.000000+00:00\", \"2022-10-31 07:09:17.000000+00:00\", \"2022-04-02 02:21:48.000000+00:00\"], \"session_ids\": [\"482613af-363d-40e6-aebc-4817e20eac1c\", \"5a744687-24e3-4af3-b620-e030e900254b\", \"f486ead0-d2c4-4ae3-92d8-66946aac05aa\", \"31adcf2c-f3fb-4816-8c20-8676347dfd10\"], \"total_duration\": 1444.0, \"total_sessions\": 4, \"mean_week_duration\": 8.752}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"==\"]]}, \"all_values\": {\"total_sessions\": [[5, 6]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"21314\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-14 03:30:50.000000+00:00\", \"2020-08-04 15:32:18.000000+00:00\", \"2020-11-27 06:15:47.000000+00:00\", \"2019-11-21 05:06:40.000000+00:00\", \"2020-12-20 01:13:53.000000+00:00\"], \"session_ids\": [\"2abdfbec-3ed9-4fa3-9ca9-6b9c86701dd6\", \"f770a230-dd66-4b30-891c-efe56bc0c88e\", \"873e76b0-5e14-418b-830c-347a6fc40cd2\", \"0afd5d02-cde4-4031-87a2-5110a914577d\", \"dbc0ac2e-9223-4e66-a694-6b0032f226f1\"], \"total_duration\": 1330.0, \"total_sessions\": 5, \"mean_week_duration\": 13.168}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"21314\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-14 03:30:50.000000+00:00\", \"2020-08-04 15:32:18.000000+00:00\", \"2020-11-27 06:15:47.000000+00:00\", \"2019-11-21 05:06:40.000000+00:00\", \"2020-12-20 01:13:53.000000+00:00\"], \"session_ids\": [\"2abdfbec-3ed9-4fa3-9ca9-6b9c86701dd6\", \"f770a230-dd66-4b30-891c-efe56bc0c88e\", \"873e76b0-5e14-418b-830c-347a6fc40cd2\", \"0afd5d02-cde4-4031-87a2-5110a914577d\", \"dbc0ac2e-9223-4e66-a694-6b0032f226f1\"], \"total_duration\": 1330.0, \"total_sessions\": 5, \"mean_week_duration\": 13.168}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 1 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"21314\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-14 03:30:50.000000+00:00\", \"2020-08-04 15:32:18.000000+00:00\", \"2020-11-27 06:15:47.000000+00:00\", \"2019-11-21 05:06:40.000000+00:00\", \"2020-12-20 01:13:53.000000+00:00\"], \"session_ids\": [\"2abdfbec-3ed9-4fa3-9ca9-6b9c86701dd6\", \"f770a230-dd66-4b30-891c-efe56bc0c88e\", \"873e76b0-5e14-418b-830c-347a6fc40cd2\", \"0afd5d02-cde4-4031-87a2-5110a914577d\", \"dbc0ac2e-9223-4e66-a694-6b0032f226f1\"], \"total_duration\": 1330.0, \"total_sessions\": 5, \"mean_week_duration\": 13.168}}]\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[{\"21314\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-14 03:30:50.000000+00:00\", \"2020-08-04 15:32:18.000000+00:00\", \"2020-11-27 06:15:47.000000+00:00\", \"2019-11-21 05:06:40.000000+00:00\", \"2020-12-20 01:13:53.000000+00:00\"], \"session_ids\": [\"2abdfbec-3ed9-4fa3-9ca9-6b9c86701dd6\", \"f770a230-dd66-4b30-891c-efe56bc0c88e\", \"873e76b0-5e14-418b-830c-347a6fc40cd2\", \"0afd5d02-cde4-4031-87a2-5110a914577d\", \"dbc0ac2e-9223-4e66-a694-6b0032f226f1\"], \"total_duration\": 1330.0, \"total_sessions\": 5, \"mean_week_duration\": 13.168}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I have a curiosity about 2 users who have total time using the app bigger than 561 and smaller than 4776 additionaly execute sorting by city name form the lowest to the highest plus 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{\"22685\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-01-22 15:19:22.000000+00:00\", \"2019-04-04 19:29:47.000000+00:00\", \"2022-08-10 01:32:52.000000+00:00\"], \"session_ids\": [\"dac6a7e5-4926-4a7b-8cc2-8f3686efeb0c\", \"c088e589-d2f3-4703-8595-bacad9579221\", \"c22a96b8-fd17-4b17-8bbe-cdff4f99440a\"], \"total_duration\": 86.0, \"total_sessions\": 3, \"mean_week_duration\": 0.465}, \"98030\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-03-03 16:23:11.000000+00:00\", \"2021-04-01 03:42:57.000000+00:00\", \"2019-09-18 03:00:54.000000+00:00\", \"2020-02-22 02:29:14.000000+00:00\"], \"session_ids\": [\"d348f8b7-6857-46b8-b6ec-8f089f62ece7\", \"28209411-cdf6-4024-8f48-8a387eaa3d72\", \"7aca2d72-3f47-4a29-b460-c703d1bb7be2\", \"3f7c31c4-0984-4265-a7c1-ae14d841a93a\"], \"total_duration\": 860.0, \"total_sessions\": 4, \"mean_week_duration\": 4.751}, \"57540\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-09-27 16:43:19.000000+00:00\", \"2020-11-29 23:55:18.000000+00:00\"], \"session_ids\": [\"c1dda7ea-2961-479a-832f-a2333adb4fd3\", \"82e10c48-58a0-4d3e-af0a-7185ad3a5be8\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 7.111}, \"71724\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-06-24 13:55:49.000000+00:00\", \"2020-01-30 15:43:09.000000+00:00\", \"2019-09-17 02:49:36.000000+00:00\", \"2022-07-25 19:37:54.000000+00:00\", \"2019-08-18 20:51:59.000000+00:00\"], \"session_ids\": [\"d7469dc5-b59b-450b-b37b-587ac4c854e9\", \"4de36393-8559-4569-aaaa-ea9807ad64f9\", \"a280ebef-69c0-4ea4-80a2-b062d908b4a6\", \"44ea0af5-b17c-48b2-b7ff-24068b0c7ed9\", \"ddae732b-a952-42a4-8409-23af4bdd6b0a\"], \"total_duration\": 2027.0, \"total_sessions\": 5, \"mean_week_duration\": 12.59}, \"96549\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-09-10 09:18:25.000000+00:00\", \"2022-12-27 08:36:01.000000+00:00\"], \"session_ids\": [\"241ff079-606d-48c4-81c1-ca9438c0afa7\", \"d040a5dc-9cca-48f4-a7d9-1f1092b5f9f3\"], \"total_duration\": 403.0, \"total_sessions\": 2, \"mean_week_duration\": 25.188}, \"46088\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-07-21 12:16:39.000000+00:00\", \"2019-10-15 12:23:18.000000+00:00\", \"2019-04-26 21:35:40.000000+00:00\", \"2020-04-24 22:49:58.000000+00:00\"], \"session_ids\": [\"ff0fb305-8714-42cf-818c-28a83f1ed112\", \"801b066d-11e5-4d45-aa68-831a45a4860c\", \"da7e0696-eae7-4d7f-bd61-7049ce5e0b24\", \"66fb1807-7a76-4491-b1a5-62be7210fa91\"], \"total_duration\": 398.0, \"total_sessions\": 4, \"mean_week_duration\": 3.402}, \"71446\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-04-13 15:01:09.000000+00:00\", \"2019-08-23 22:03:13.000000+00:00\", \"2021-10-01 22:37:12.000000+00:00\", \"2023-06-08 01:03:04.000000+00:00\", \"2021-10-03 15:56:36.000000+00:00\", \"2022-02-18 17:56:27.000000+00:00\", \"2020-08-09 11:28:30.000000+00:00\", \"2019-04-23 13:52:47.000000+00:00\", \"2022-10-28 09:58:30.000000+00:00\", \"2022-06-08 02:26:03.000000+00:00\"], \"session_ids\": [\"af06263b-cae8-4176-ab84-ea003f02c5a9\", \"318c517f-a0a6-4815-abc1-a3f7e757c429\", \"6f78b92e-0c6a-4e41-a8ec-b1f316d58399\", \"3012e852-df79-4e81-a5dd-9f90d55dc7f2\", \"81e6969d-339d-4b18-af3e-ce41a009a76e\", \"c9c17fec-46d1-4783-a461-889e76da4f92\", \"f7634794-8ead-4da8-a307-e79345aad95d\", \"154002ad-6bcb-41f8-9c58-f22efd6899c5\", \"9d504f34-1307-41fe-8f72-085434f878c5\", \"035f88e4-dd59-4fc4-abfc-e31684053c10\"], \"total_duration\": 34111.0, \"total_sessions\": 10, \"mean_week_duration\": 157.194}, \"83996\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-02-19 22:22:28.000000+00:00\", \"2020-04-13 12:07:38.000000+00:00\", \"2020-08-16 22:47:32.000000+00:00\"], \"session_ids\": [\"a549022b-f7c9-41f0-a2c7-4139967d8537\", \"976e5c0d-e70a-4831-9be7-5e2572cf89a1\", \"4564f9dc-6fbe-4969-9b9c-d004eccee65e\"], \"total_duration\": 1100.0, \"total_sessions\": 3, \"mean_week_duration\": 11.34}, \"12800\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-05-16 03:44:17.000000+00:00\", \"2019-10-28 23:39:14.000000+00:00\"], \"session_ids\": [\"4a812da6-0687-4a87-9a5b-ce5687ad17b7\", \"e4589ca3-fb27-459d-bb4b-5f281192967b\"], \"total_duration\": 175.0, \"total_sessions\": 2, \"mean_week_duration\": 2.16}, \"44415\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-03-11 02:34:55.000000+00:00\", \"2019-11-03 16:12:06.000000+00:00\"], \"session_ids\": [\"ea40c412-3f24-403b-848e-545dba62714a\", \"74643c6c-370b-440d-9c9c-c9a8da79bb99\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.143}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or greater than 561 and are equal or less than 4776"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[561, 4776]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"98030\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-03-03 16:23:11.000000+00:00\", \"2021-04-01 03:42:57.000000+00:00\", \"2019-09-18 03:00:54.000000+00:00\", \"2020-02-22 02:29:14.000000+00:00\"], \"session_ids\": [\"d348f8b7-6857-46b8-b6ec-8f089f62ece7\", \"28209411-cdf6-4024-8f48-8a387eaa3d72\", \"7aca2d72-3f47-4a29-b460-c703d1bb7be2\", \"3f7c31c4-0984-4265-a7c1-ae14d841a93a\"], \"total_duration\": 860.0, \"total_sessions\": 4, \"mean_week_duration\": 4.751}, \"71724\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-06-24 13:55:49.000000+00:00\", \"2020-01-30 15:43:09.000000+00:00\", \"2019-09-17 02:49:36.000000+00:00\", \"2022-07-25 19:37:54.000000+00:00\", \"2019-08-18 20:51:59.000000+00:00\"], \"session_ids\": [\"d7469dc5-b59b-450b-b37b-587ac4c854e9\", \"4de36393-8559-4569-aaaa-ea9807ad64f9\", \"a280ebef-69c0-4ea4-80a2-b062d908b4a6\", \"44ea0af5-b17c-48b2-b7ff-24068b0c7ed9\", \"ddae732b-a952-42a4-8409-23af4bdd6b0a\"], \"total_duration\": 2027.0, \"total_sessions\": 5, \"mean_week_duration\": 12.59}, \"83996\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-02-19 22:22:28.000000+00:00\", \"2020-04-13 12:07:38.000000+00:00\", \"2020-08-16 22:47:32.000000+00:00\"], \"session_ids\": [\"a549022b-f7c9-41f0-a2c7-4139967d8537\", \"976e5c0d-e70a-4831-9be7-5e2572cf89a1\", \"4564f9dc-6fbe-4969-9b9c-d004eccee65e\"], \"total_duration\": 1100.0, \"total_sessions\": 3, \"mean_week_duration\": 11.34}}\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[{\"71724\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-06-24 13:55:49.000000+00:00\", \"2020-01-30 15:43:09.000000+00:00\", \"2019-09-17 02:49:36.000000+00:00\", \"2022-07-25 19:37:54.000000+00:00\", \"2019-08-18 20:51:59.000000+00:00\"], \"session_ids\": [\"d7469dc5-b59b-450b-b37b-587ac4c854e9\", \"4de36393-8559-4569-aaaa-ea9807ad64f9\", \"a280ebef-69c0-4ea4-80a2-b062d908b4a6\", \"44ea0af5-b17c-48b2-b7ff-24068b0c7ed9\", \"ddae732b-a952-42a4-8409-23af4bdd6b0a\"], \"total_duration\": 2027.0, \"total_sessions\": 5, \"mean_week_duration\": 12.59}}, {\"83996\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-02-19 22:22:28.000000+00:00\", \"2020-04-13 12:07:38.000000+00:00\", \"2020-08-16 22:47:32.000000+00:00\"], \"session_ids\": [\"a549022b-f7c9-41f0-a2c7-4139967d8537\", \"976e5c0d-e70a-4831-9be7-5e2572cf89a1\", \"4564f9dc-6fbe-4969-9b9c-d004eccee65e\"], \"total_duration\": 1100.0, \"total_sessions\": 3, \"mean_week_duration\": 11.34}}, {\"98030\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-03-03 16:23:11.000000+00:00\", \"2021-04-01 03:42:57.000000+00:00\", \"2019-09-18 03:00:54.000000+00:00\", \"2020-02-22 02:29:14.000000+00:00\"], \"session_ids\": [\"d348f8b7-6857-46b8-b6ec-8f089f62ece7\", \"28209411-cdf6-4024-8f48-8a387eaa3d72\", \"7aca2d72-3f47-4a29-b460-c703d1bb7be2\", \"3f7c31c4-0984-4265-a7c1-ae14d841a93a\"], \"total_duration\": 860.0, \"total_sessions\": 4, \"mean_week_duration\": 4.751}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"71724\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-06-24 13:55:49.000000+00:00\", \"2020-01-30 15:43:09.000000+00:00\", \"2019-09-17 02:49:36.000000+00:00\", \"2022-07-25 19:37:54.000000+00:00\", \"2019-08-18 20:51:59.000000+00:00\"], \"session_ids\": [\"d7469dc5-b59b-450b-b37b-587ac4c854e9\", \"4de36393-8559-4569-aaaa-ea9807ad64f9\", \"a280ebef-69c0-4ea4-80a2-b062d908b4a6\", \"44ea0af5-b17c-48b2-b7ff-24068b0c7ed9\", \"ddae732b-a952-42a4-8409-23af4bdd6b0a\"], \"total_duration\": 2027.0, \"total_sessions\": 5, \"mean_week_duration\": 12.59}}, {\"83996\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-02-19 22:22:28.000000+00:00\", \"2020-04-13 12:07:38.000000+00:00\", \"2020-08-16 22:47:32.000000+00:00\"], \"session_ids\": [\"a549022b-f7c9-41f0-a2c7-4139967d8537\", \"976e5c0d-e70a-4831-9be7-5e2572cf89a1\", \"4564f9dc-6fbe-4969-9b9c-d004eccee65e\"], \"total_duration\": 1100.0, \"total_sessions\": 3, \"mean_week_duration\": 11.34}}]\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[{\"71724\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-06-24 13:55:49.000000+00:00\", \"2020-01-30 15:43:09.000000+00:00\", \"2019-09-17 02:49:36.000000+00:00\", \"2022-07-25 19:37:54.000000+00:00\", \"2019-08-18 20:51:59.000000+00:00\"], \"session_ids\": [\"d7469dc5-b59b-450b-b37b-587ac4c854e9\", \"4de36393-8559-4569-aaaa-ea9807ad64f9\", \"a280ebef-69c0-4ea4-80a2-b062d908b4a6\", \"44ea0af5-b17c-48b2-b7ff-24068b0c7ed9\", \"ddae732b-a952-42a4-8409-23af4bdd6b0a\"], \"total_duration\": 2027.0, \"total_sessions\": 5, \"mean_week_duration\": 12.59}}, {\"83996\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-02-19 22:22:28.000000+00:00\", \"2020-04-13 12:07:38.000000+00:00\", \"2020-08-16 22:47:32.000000+00:00\"], \"session_ids\": [\"a549022b-f7c9-41f0-a2c7-4139967d8537\", \"976e5c0d-e70a-4831-9be7-5e2572cf89a1\", \"4564f9dc-6fbe-4969-9b9c-d004eccee65e\"], \"total_duration\": 1100.0, \"total_sessions\": 3, \"mean_week_duration\": 11.34}}]\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 8 users who aren't residing in city Kingston additionaly perform sorting by city naming in desc order plus display only 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"61337\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-12-12 21:06:48.000000+00:00\", \"2022-05-27 23:02:50.000000+00:00\", \"2019-06-27 16:24:26.000000+00:00\"], \"session_ids\": [\"6a3a083d-1641-416b-bc25-2212ece81db0\", \"1ee5d767-6389-44bb-b5df-935b3dda8fa1\", \"97d249b8-c980-4a34-8dea-5a2e800daa50\"], \"total_duration\": 181.0, \"total_sessions\": 3, \"mean_week_duration\": 1.183}, \"43304\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-04-12 12:06:45.000000+00:00\", \"2020-08-24 18:32:04.000000+00:00\", \"2020-08-15 23:50:21.000000+00:00\", \"2019-07-05 22:13:47.000000+00:00\", \"2021-09-14 20:46:38.000000+00:00\", \"2022-01-26 15:10:24.000000+00:00\"], \"session_ids\": [\"72483430-8f37-47e7-918d-a1434c7fb21d\", \"79304d1d-2520-44c9-9fd8-4a8121607f8a\", \"0d7ee599-8ac7-4177-8f7f-672b3552bced\", \"a0609900-8806-4610-88a0-f39ca95e620e\", \"f147d295-5005-4d8f-805e-293416807111\", \"4ac9d408-c0e9-4191-a290-b22e7e801cba\"], \"total_duration\": 146.0, \"total_sessions\": 6, \"mean_week_duration\": 0.741}, \"91986\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-06-02 01:51:32.000000+00:00\", \"2020-02-01 21:36:59.000000+00:00\", \"2022-10-27 10:34:04.000000+00:00\", \"2022-05-16 10:39:21.000000+00:00\", \"2023-01-15 23:55:07.000000+00:00\", \"2022-05-02 16:01:48.000000+00:00\", \"2019-11-09 19:42:46.000000+00:00\"], \"session_ids\": [\"3b54a891-81c2-443d-91bc-80fcdd21c776\", \"2ea594f8-04f6-40a9-854d-1431b17df296\", \"2d0a6c34-2b3f-4844-94c9-fd5de5460511\", \"6131bd4a-fc5e-4c12-9bb6-fe0fa2ee3527\", \"7cf262fd-db50-40c1-afdd-4b1319b0076e\", \"bd1eef10-cf1c-40c9-b880-3f4ead94d0ed\", \"4857c944-39ee-48d5-a244-355e7170e669\"], \"total_duration\": 8493.0, \"total_sessions\": 7, \"mean_week_duration\": 45.661}, \"76699\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-01 19:51:20.000000+00:00\", \"2021-10-09 00:20:51.000000+00:00\"], \"session_ids\": [\"039fe91c-c807-4b52-86a5-3f85f890b0fd\", \"a1bb4f4b-1ff3-4f24-8352-8356743e9f3c\"], \"total_duration\": 303.0, \"total_sessions\": 2, \"mean_week_duration\": 2.463}, \"89404\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-04-26 01:50:28.000000+00:00\", \"2022-06-15 01:08:47.000000+00:00\", \"2021-10-06 13:24:34.000000+00:00\", \"2019-09-03 09:33:02.000000+00:00\", \"2022-08-18 08:06:18.000000+00:00\", \"2019-01-19 04:46:10.000000+00:00\", \"2022-06-14 11:40:51.000000+00:00\"], \"session_ids\": [\"5407f3f8-820d-4244-8648-613293824f78\", \"0915208f-89ed-40b8-9697-7edd0b48bdca\", \"976f96cf-f9e8-494a-b2d8-55ff93cac0a0\", \"bb031d8e-f79a-4dd5-92ee-957177dbaf48\", \"c819cc33-e837-4f6b-9792-623ff2e03a06\", \"ab78a844-2790-4396-91e7-7363f436555d\", \"60637384-cefc-4038-b14d-83b25e4433e3\"], \"total_duration\": 6418.0, \"total_sessions\": 7, \"mean_week_duration\": 34.321}, \"31125\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-27 07:56:09.000000+00:00\", \"2020-08-10 20:09:51.000000+00:00\", \"2020-01-18 19:46:16.000000+00:00\"], \"session_ids\": [\"fce14056-8edb-4b5a-9c10-e47a336fbe46\", \"00ca0490-54d5-4f28-a429-3c4e9d6340f8\", \"60935942-906f-46b2-a46f-134f985df770\"], \"total_duration\": 307.0, \"total_sessions\": 3, \"mean_week_duration\": 3.301}, \"44470\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-06-13 21:40:28.000000+00:00\", \"2021-05-19 22:01:45.000000+00:00\", \"2020-06-17 03:39:31.000000+00:00\", \"2022-07-29 08:43:30.000000+00:00\"], \"session_ids\": [\"cbfaf6e0-2984-4b46-a589-1e33d8c39a0a\", \"f2af6feb-0955-4325-8857-225951a2f593\", \"9d6c49a9-062c-4423-ac42-e18c293167fd\", \"491a4e60-4b77-4b67-8a2a-2e517e6b3e6a\"], \"total_duration\": 90.0, \"total_sessions\": 4, \"mean_week_duration\": 0.811}, \"10994\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-02-04 01:13:45.000000+00:00\", \"2021-07-24 17:00:02.000000+00:00\", \"2021-02-22 18:00:22.000000+00:00\"], \"session_ids\": [\"cb76779b-074f-44a9-bb30-900d4b84e5cd\", \"aff51ebd-148d-4eb0-ad78-bf5b667c319e\", \"9ea3beb0-5feb-47f3-995e-3194d66889ac\"], \"total_duration\": 802.0, \"total_sessions\": 3, \"mean_week_duration\": 32.08}, \"45590\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Sydney\", \"datetimes\": [\"2020-08-28 23:53:46.000000+00:00\", \"2021-08-01 00:02:03.000000+00:00\", \"2019-06-24 11:44:57.000000+00:00\", \"2019-01-10 21:00:14.000000+00:00\", \"2020-08-05 15:24:43.000000+00:00\"], \"session_ids\": [\"436d0d50-24b8-4f79-8421-46ffc6a2e14a\", \"f326bd27-6f1a-4e11-af30-995f35281f5b\", \"729ca6e8-01c7-4499-9a5a-dcc44a3a43e4\", \"1a469ad6-3819-4fe0-be2d-d8fb20d3044a\", \"933c9ff3-588f-4bc5-ae8d-a4dd4840900e\"], \"total_duration\": 41.0, \"total_sessions\": 5, \"mean_week_duration\": 0.306}, \"77860\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-07-22 14:48:53.000000+00:00\", \"2023-06-10 04:55:27.000000+00:00\"], \"session_ids\": [\"dcfe8433-39b2-4ce8-9c94-c3882b9aa08e\", \"21bb7dab-8e40-4eb9-8eb8-a9342ae015b1\"], \"total_duration\": 265.0, \"total_sessions\": 2, \"mean_week_duration\": 2.677}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not Kingston"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Kingston\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"61337\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-12-12 21:06:48.000000+00:00\", \"2022-05-27 23:02:50.000000+00:00\", \"2019-06-27 16:24:26.000000+00:00\"], \"session_ids\": [\"6a3a083d-1641-416b-bc25-2212ece81db0\", \"1ee5d767-6389-44bb-b5df-935b3dda8fa1\", \"97d249b8-c980-4a34-8dea-5a2e800daa50\"], \"total_duration\": 181.0, \"total_sessions\": 3, \"mean_week_duration\": 1.183}, \"43304\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-04-12 12:06:45.000000+00:00\", \"2020-08-24 18:32:04.000000+00:00\", \"2020-08-15 23:50:21.000000+00:00\", \"2019-07-05 22:13:47.000000+00:00\", \"2021-09-14 20:46:38.000000+00:00\", \"2022-01-26 15:10:24.000000+00:00\"], \"session_ids\": [\"72483430-8f37-47e7-918d-a1434c7fb21d\", \"79304d1d-2520-44c9-9fd8-4a8121607f8a\", \"0d7ee599-8ac7-4177-8f7f-672b3552bced\", \"a0609900-8806-4610-88a0-f39ca95e620e\", \"f147d295-5005-4d8f-805e-293416807111\", \"4ac9d408-c0e9-4191-a290-b22e7e801cba\"], \"total_duration\": 146.0, \"total_sessions\": 6, \"mean_week_duration\": 0.741}, \"91986\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-06-02 01:51:32.000000+00:00\", \"2020-02-01 21:36:59.000000+00:00\", \"2022-10-27 10:34:04.000000+00:00\", \"2022-05-16 10:39:21.000000+00:00\", \"2023-01-15 23:55:07.000000+00:00\", \"2022-05-02 16:01:48.000000+00:00\", \"2019-11-09 19:42:46.000000+00:00\"], \"session_ids\": [\"3b54a891-81c2-443d-91bc-80fcdd21c776\", \"2ea594f8-04f6-40a9-854d-1431b17df296\", \"2d0a6c34-2b3f-4844-94c9-fd5de5460511\", \"6131bd4a-fc5e-4c12-9bb6-fe0fa2ee3527\", \"7cf262fd-db50-40c1-afdd-4b1319b0076e\", \"bd1eef10-cf1c-40c9-b880-3f4ead94d0ed\", \"4857c944-39ee-48d5-a244-355e7170e669\"], \"total_duration\": 8493.0, \"total_sessions\": 7, \"mean_week_duration\": 45.661}, \"76699\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-01 19:51:20.000000+00:00\", \"2021-10-09 00:20:51.000000+00:00\"], \"session_ids\": [\"039fe91c-c807-4b52-86a5-3f85f890b0fd\", \"a1bb4f4b-1ff3-4f24-8352-8356743e9f3c\"], \"total_duration\": 303.0, \"total_sessions\": 2, \"mean_week_duration\": 2.463}, \"89404\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-04-26 01:50:28.000000+00:00\", \"2022-06-15 01:08:47.000000+00:00\", \"2021-10-06 13:24:34.000000+00:00\", \"2019-09-03 09:33:02.000000+00:00\", \"2022-08-18 08:06:18.000000+00:00\", \"2019-01-19 04:46:10.000000+00:00\", \"2022-06-14 11:40:51.000000+00:00\"], \"session_ids\": [\"5407f3f8-820d-4244-8648-613293824f78\", \"0915208f-89ed-40b8-9697-7edd0b48bdca\", \"976f96cf-f9e8-494a-b2d8-55ff93cac0a0\", \"bb031d8e-f79a-4dd5-92ee-957177dbaf48\", \"c819cc33-e837-4f6b-9792-623ff2e03a06\", \"ab78a844-2790-4396-91e7-7363f436555d\", \"60637384-cefc-4038-b14d-83b25e4433e3\"], \"total_duration\": 6418.0, \"total_sessions\": 7, \"mean_week_duration\": 34.321}, \"31125\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-27 07:56:09.000000+00:00\", \"2020-08-10 20:09:51.000000+00:00\", \"2020-01-18 19:46:16.000000+00:00\"], \"session_ids\": [\"fce14056-8edb-4b5a-9c10-e47a336fbe46\", \"00ca0490-54d5-4f28-a429-3c4e9d6340f8\", \"60935942-906f-46b2-a46f-134f985df770\"], \"total_duration\": 307.0, \"total_sessions\": 3, \"mean_week_duration\": 3.301}, \"44470\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-06-13 21:40:28.000000+00:00\", \"2021-05-19 22:01:45.000000+00:00\", \"2020-06-17 03:39:31.000000+00:00\", \"2022-07-29 08:43:30.000000+00:00\"], \"session_ids\": [\"cbfaf6e0-2984-4b46-a589-1e33d8c39a0a\", \"f2af6feb-0955-4325-8857-225951a2f593\", \"9d6c49a9-062c-4423-ac42-e18c293167fd\", \"491a4e60-4b77-4b67-8a2a-2e517e6b3e6a\"], \"total_duration\": 90.0, \"total_sessions\": 4, \"mean_week_duration\": 0.811}, \"10994\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-02-04 01:13:45.000000+00:00\", \"2021-07-24 17:00:02.000000+00:00\", \"2021-02-22 18:00:22.000000+00:00\"], \"session_ids\": [\"cb76779b-074f-44a9-bb30-900d4b84e5cd\", \"aff51ebd-148d-4eb0-ad78-bf5b667c319e\", \"9ea3beb0-5feb-47f3-995e-3194d66889ac\"], \"total_duration\": 802.0, \"total_sessions\": 3, \"mean_week_duration\": 32.08}, \"45590\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Sydney\", \"datetimes\": [\"2020-08-28 23:53:46.000000+00:00\", \"2021-08-01 00:02:03.000000+00:00\", \"2019-06-24 11:44:57.000000+00:00\", \"2019-01-10 21:00:14.000000+00:00\", \"2020-08-05 15:24:43.000000+00:00\"], \"session_ids\": [\"436d0d50-24b8-4f79-8421-46ffc6a2e14a\", \"f326bd27-6f1a-4e11-af30-995f35281f5b\", \"729ca6e8-01c7-4499-9a5a-dcc44a3a43e4\", \"1a469ad6-3819-4fe0-be2d-d8fb20d3044a\", \"933c9ff3-588f-4bc5-ae8d-a4dd4840900e\"], \"total_duration\": 41.0, \"total_sessions\": 5, \"mean_week_duration\": 0.306}, \"77860\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-07-22 14:48:53.000000+00:00\", \"2023-06-10 04:55:27.000000+00:00\"], \"session_ids\": [\"dcfe8433-39b2-4ce8-9c94-c3882b9aa08e\", \"21bb7dab-8e40-4eb9-8eb8-a9342ae015b1\"], \"total_duration\": 265.0, \"total_sessions\": 2, \"mean_week_duration\": 2.677}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"89404\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-04-26 01:50:28.000000+00:00\", \"2022-06-15 01:08:47.000000+00:00\", \"2021-10-06 13:24:34.000000+00:00\", \"2019-09-03 09:33:02.000000+00:00\", \"2022-08-18 08:06:18.000000+00:00\", \"2019-01-19 04:46:10.000000+00:00\", \"2022-06-14 11:40:51.000000+00:00\"], \"session_ids\": [\"5407f3f8-820d-4244-8648-613293824f78\", \"0915208f-89ed-40b8-9697-7edd0b48bdca\", \"976f96cf-f9e8-494a-b2d8-55ff93cac0a0\", \"bb031d8e-f79a-4dd5-92ee-957177dbaf48\", \"c819cc33-e837-4f6b-9792-623ff2e03a06\", \"ab78a844-2790-4396-91e7-7363f436555d\", \"60637384-cefc-4038-b14d-83b25e4433e3\"], \"total_duration\": 6418.0, \"total_sessions\": 7, \"mean_week_duration\": 34.321}}, {\"45590\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Sydney\", \"datetimes\": [\"2020-08-28 23:53:46.000000+00:00\", \"2021-08-01 00:02:03.000000+00:00\", \"2019-06-24 11:44:57.000000+00:00\", \"2019-01-10 21:00:14.000000+00:00\", \"2020-08-05 15:24:43.000000+00:00\"], \"session_ids\": [\"436d0d50-24b8-4f79-8421-46ffc6a2e14a\", \"f326bd27-6f1a-4e11-af30-995f35281f5b\", \"729ca6e8-01c7-4499-9a5a-dcc44a3a43e4\", \"1a469ad6-3819-4fe0-be2d-d8fb20d3044a\", \"933c9ff3-588f-4bc5-ae8d-a4dd4840900e\"], \"total_duration\": 41.0, \"total_sessions\": 5, \"mean_week_duration\": 0.306}}, {\"61337\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-12-12 21:06:48.000000+00:00\", \"2022-05-27 23:02:50.000000+00:00\", \"2019-06-27 16:24:26.000000+00:00\"], \"session_ids\": [\"6a3a083d-1641-416b-bc25-2212ece81db0\", \"1ee5d767-6389-44bb-b5df-935b3dda8fa1\", \"97d249b8-c980-4a34-8dea-5a2e800daa50\"], \"total_duration\": 181.0, \"total_sessions\": 3, \"mean_week_duration\": 1.183}}, {\"43304\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-04-12 12:06:45.000000+00:00\", \"2020-08-24 18:32:04.000000+00:00\", \"2020-08-15 23:50:21.000000+00:00\", \"2019-07-05 22:13:47.000000+00:00\", \"2021-09-14 20:46:38.000000+00:00\", \"2022-01-26 15:10:24.000000+00:00\"], \"session_ids\": [\"72483430-8f37-47e7-918d-a1434c7fb21d\", \"79304d1d-2520-44c9-9fd8-4a8121607f8a\", \"0d7ee599-8ac7-4177-8f7f-672b3552bced\", \"a0609900-8806-4610-88a0-f39ca95e620e\", \"f147d295-5005-4d8f-805e-293416807111\", \"4ac9d408-c0e9-4191-a290-b22e7e801cba\"], \"total_duration\": 146.0, \"total_sessions\": 6, \"mean_week_duration\": 0.741}}, {\"77860\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-07-22 14:48:53.000000+00:00\", \"2023-06-10 04:55:27.000000+00:00\"], \"session_ids\": [\"dcfe8433-39b2-4ce8-9c94-c3882b9aa08e\", \"21bb7dab-8e40-4eb9-8eb8-a9342ae015b1\"], \"total_duration\": 265.0, \"total_sessions\": 2, \"mean_week_duration\": 2.677}}, {\"76699\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-01 19:51:20.000000+00:00\", \"2021-10-09 00:20:51.000000+00:00\"], \"session_ids\": [\"039fe91c-c807-4b52-86a5-3f85f890b0fd\", \"a1bb4f4b-1ff3-4f24-8352-8356743e9f3c\"], \"total_duration\": 303.0, \"total_sessions\": 2, \"mean_week_duration\": 2.463}}, {\"31125\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-27 07:56:09.000000+00:00\", \"2020-08-10 20:09:51.000000+00:00\", \"2020-01-18 19:46:16.000000+00:00\"], \"session_ids\": [\"fce14056-8edb-4b5a-9c10-e47a336fbe46\", \"00ca0490-54d5-4f28-a429-3c4e9d6340f8\", \"60935942-906f-46b2-a46f-134f985df770\"], \"total_duration\": 307.0, \"total_sessions\": 3, \"mean_week_duration\": 3.301}}, {\"91986\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-06-02 01:51:32.000000+00:00\", \"2020-02-01 21:36:59.000000+00:00\", \"2022-10-27 10:34:04.000000+00:00\", \"2022-05-16 10:39:21.000000+00:00\", \"2023-01-15 23:55:07.000000+00:00\", \"2022-05-02 16:01:48.000000+00:00\", \"2019-11-09 19:42:46.000000+00:00\"], \"session_ids\": [\"3b54a891-81c2-443d-91bc-80fcdd21c776\", \"2ea594f8-04f6-40a9-854d-1431b17df296\", \"2d0a6c34-2b3f-4844-94c9-fd5de5460511\", \"6131bd4a-fc5e-4c12-9bb6-fe0fa2ee3527\", \"7cf262fd-db50-40c1-afdd-4b1319b0076e\", \"bd1eef10-cf1c-40c9-b880-3f4ead94d0ed\", \"4857c944-39ee-48d5-a244-355e7170e669\"], \"total_duration\": 8493.0, \"total_sessions\": 7, \"mean_week_duration\": 45.661}}, {\"10994\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-02-04 01:13:45.000000+00:00\", \"2021-07-24 17:00:02.000000+00:00\", \"2021-02-22 18:00:22.000000+00:00\"], \"session_ids\": [\"cb76779b-074f-44a9-bb30-900d4b84e5cd\", \"aff51ebd-148d-4eb0-ad78-bf5b667c319e\", \"9ea3beb0-5feb-47f3-995e-3194d66889ac\"], \"total_duration\": 802.0, \"total_sessions\": 3, \"mean_week_duration\": 32.08}}, {\"44470\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-06-13 21:40:28.000000+00:00\", \"2021-05-19 22:01:45.000000+00:00\", \"2020-06-17 03:39:31.000000+00:00\", \"2022-07-29 08:43:30.000000+00:00\"], \"session_ids\": [\"cbfaf6e0-2984-4b46-a589-1e33d8c39a0a\", \"f2af6feb-0955-4325-8857-225951a2f593\", \"9d6c49a9-062c-4423-ac42-e18c293167fd\", \"491a4e60-4b77-4b67-8a2a-2e517e6b3e6a\"], \"total_duration\": 90.0, \"total_sessions\": 4, \"mean_week_duration\": 0.811}}]\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[{\"89404\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-04-26 01:50:28.000000+00:00\", \"2022-06-15 01:08:47.000000+00:00\", \"2021-10-06 13:24:34.000000+00:00\", \"2019-09-03 09:33:02.000000+00:00\", \"2022-08-18 08:06:18.000000+00:00\", \"2019-01-19 04:46:10.000000+00:00\", \"2022-06-14 11:40:51.000000+00:00\"], \"session_ids\": [\"5407f3f8-820d-4244-8648-613293824f78\", \"0915208f-89ed-40b8-9697-7edd0b48bdca\", \"976f96cf-f9e8-494a-b2d8-55ff93cac0a0\", \"bb031d8e-f79a-4dd5-92ee-957177dbaf48\", \"c819cc33-e837-4f6b-9792-623ff2e03a06\", \"ab78a844-2790-4396-91e7-7363f436555d\", \"60637384-cefc-4038-b14d-83b25e4433e3\"], \"total_duration\": 6418.0, \"total_sessions\": 7, \"mean_week_duration\": 34.321}}, {\"45590\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Sydney\", \"datetimes\": [\"2020-08-28 23:53:46.000000+00:00\", \"2021-08-01 00:02:03.000000+00:00\", \"2019-06-24 11:44:57.000000+00:00\", \"2019-01-10 21:00:14.000000+00:00\", \"2020-08-05 15:24:43.000000+00:00\"], \"session_ids\": [\"436d0d50-24b8-4f79-8421-46ffc6a2e14a\", \"f326bd27-6f1a-4e11-af30-995f35281f5b\", \"729ca6e8-01c7-4499-9a5a-dcc44a3a43e4\", \"1a469ad6-3819-4fe0-be2d-d8fb20d3044a\", \"933c9ff3-588f-4bc5-ae8d-a4dd4840900e\"], \"total_duration\": 41.0, \"total_sessions\": 5, \"mean_week_duration\": 0.306}}, {\"61337\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-12-12 21:06:48.000000+00:00\", \"2022-05-27 23:02:50.000000+00:00\", \"2019-06-27 16:24:26.000000+00:00\"], \"session_ids\": [\"6a3a083d-1641-416b-bc25-2212ece81db0\", \"1ee5d767-6389-44bb-b5df-935b3dda8fa1\", \"97d249b8-c980-4a34-8dea-5a2e800daa50\"], \"total_duration\": 181.0, \"total_sessions\": 3, \"mean_week_duration\": 1.183}}, {\"43304\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-04-12 12:06:45.000000+00:00\", \"2020-08-24 18:32:04.000000+00:00\", \"2020-08-15 23:50:21.000000+00:00\", \"2019-07-05 22:13:47.000000+00:00\", \"2021-09-14 20:46:38.000000+00:00\", \"2022-01-26 15:10:24.000000+00:00\"], \"session_ids\": [\"72483430-8f37-47e7-918d-a1434c7fb21d\", \"79304d1d-2520-44c9-9fd8-4a8121607f8a\", \"0d7ee599-8ac7-4177-8f7f-672b3552bced\", \"a0609900-8806-4610-88a0-f39ca95e620e\", \"f147d295-5005-4d8f-805e-293416807111\", \"4ac9d408-c0e9-4191-a290-b22e7e801cba\"], \"total_duration\": 146.0, \"total_sessions\": 6, \"mean_week_duration\": 0.741}}]\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[{\"89404\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-04-26 01:50:28.000000+00:00\", \"2022-06-15 01:08:47.000000+00:00\", \"2021-10-06 13:24:34.000000+00:00\", \"2019-09-03 09:33:02.000000+00:00\", \"2022-08-18 08:06:18.000000+00:00\", \"2019-01-19 04:46:10.000000+00:00\", \"2022-06-14 11:40:51.000000+00:00\"], \"session_ids\": [\"5407f3f8-820d-4244-8648-613293824f78\", \"0915208f-89ed-40b8-9697-7edd0b48bdca\", \"976f96cf-f9e8-494a-b2d8-55ff93cac0a0\", \"bb031d8e-f79a-4dd5-92ee-957177dbaf48\", \"c819cc33-e837-4f6b-9792-623ff2e03a06\", \"ab78a844-2790-4396-91e7-7363f436555d\", \"60637384-cefc-4038-b14d-83b25e4433e3\"], \"total_duration\": 6418.0, \"total_sessions\": 7, \"mean_week_duration\": 34.321}}, {\"45590\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Sydney\", \"datetimes\": [\"2020-08-28 23:53:46.000000+00:00\", \"2021-08-01 00:02:03.000000+00:00\", \"2019-06-24 11:44:57.000000+00:00\", \"2019-01-10 21:00:14.000000+00:00\", \"2020-08-05 15:24:43.000000+00:00\"], \"session_ids\": [\"436d0d50-24b8-4f79-8421-46ffc6a2e14a\", \"f326bd27-6f1a-4e11-af30-995f35281f5b\", \"729ca6e8-01c7-4499-9a5a-dcc44a3a43e4\", \"1a469ad6-3819-4fe0-be2d-d8fb20d3044a\", \"933c9ff3-588f-4bc5-ae8d-a4dd4840900e\"], \"total_duration\": 41.0, \"total_sessions\": 5, \"mean_week_duration\": 0.306}}, {\"61337\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-12-12 21:06:48.000000+00:00\", \"2022-05-27 23:02:50.000000+00:00\", \"2019-06-27 16:24:26.000000+00:00\"], \"session_ids\": [\"6a3a083d-1641-416b-bc25-2212ece81db0\", \"1ee5d767-6389-44bb-b5df-935b3dda8fa1\", \"97d249b8-c980-4a34-8dea-5a2e800daa50\"], \"total_duration\": 181.0, \"total_sessions\": 3, \"mean_week_duration\": 1.183}}, {\"43304\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-04-12 12:06:45.000000+00:00\", \"2020-08-24 18:32:04.000000+00:00\", \"2020-08-15 23:50:21.000000+00:00\", \"2019-07-05 22:13:47.000000+00:00\", \"2021-09-14 20:46:38.000000+00:00\", \"2022-01-26 15:10:24.000000+00:00\"], \"session_ids\": [\"72483430-8f37-47e7-918d-a1434c7fb21d\", \"79304d1d-2520-44c9-9fd8-4a8121607f8a\", \"0d7ee599-8ac7-4177-8f7f-672b3552bced\", \"a0609900-8806-4610-88a0-f39ca95e620e\", \"f147d295-5005-4d8f-805e-293416807111\", \"4ac9d408-c0e9-4191-a290-b22e7e801cba\"], \"total_duration\": 146.0, \"total_sessions\": 6, \"mean_week_duration\": 0.741}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about 8 users who aren't residing in cities Berlin, Prague, Helsinki in addition implement sorting by total_sessions in descending order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"54425\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-08 04:01:12.000000+00:00\", \"2019-03-14 13:02:57.000000+00:00\"], \"session_ids\": [\"20c6c359-ee5b-4021-a2b2-e1e1efd970de\", \"ed55e603-37e8-40e4-839f-c1e5e1f292bd\"], \"total_duration\": 474.0, \"total_sessions\": 2, \"mean_week_duration\": 5.78}, \"1824\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-06-04 19:02:11.000000+00:00\", \"2022-08-08 15:50:26.000000+00:00\", \"2022-10-18 15:50:29.000000+00:00\", \"2023-04-07 21:07:10.000000+00:00\", \"2019-04-26 13:46:35.000000+00:00\", \"2021-09-09 10:30:49.000000+00:00\"], \"session_ids\": [\"810ab7cf-4e32-4fce-85d4-b4b2e617be14\", \"14c45d4a-7c2b-4242-a3b7-67b408c90b65\", \"6c0ebbd2-794b-4acd-9473-fe61f6c2b259\", \"1b690c76-14f0-400f-a5e0-6400395a1ab4\", \"8de1a39c-9a5c-4edf-9e82-d9cdbd9a032e\", \"08740f9f-fc3f-4073-a259-1f43da726e23\"], \"total_duration\": 3234.0, \"total_sessions\": 6, \"mean_week_duration\": 15.699}, \"71914\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-05-17 13:08:22.000000+00:00\", \"2021-04-05 03:28:34.000000+00:00\"], \"session_ids\": [\"c1fa392f-a9b7-4da0-a622-edf92b5bfbfc\", \"029bd69f-2c80-4cbc-84e1-6930a4fd6f0f\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 2.848}, \"66030\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-07-22 06:13:11.000000+00:00\", \"2020-04-05 12:53:43.000000+00:00\", \"2021-05-26 19:31:42.000000+00:00\"], \"session_ids\": [\"9a2b4e16-3f09-4a7a-87e6-7cf582e63cbc\", \"9220e7aa-4dbb-470a-aebc-40eec3f15c63\", \"77ba4e44-9559-4782-b396-c175a42283b6\"], \"total_duration\": 861.0, \"total_sessions\": 3, \"mean_week_duration\": 8.876}, \"5595\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-03-22 07:23:10.000000+00:00\", \"2019-03-14 18:28:41.000000+00:00\"], \"session_ids\": [\"c544c767-76ab-4020-b2cd-29cbbf222299\", \"af0cc93b-6658-47f6-a73e-f8775608802c\"], \"total_duration\": 370.0, \"total_sessions\": 2, \"mean_week_duration\": 2.342}, \"9675\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-01-17 08:01:12.000000+00:00\", \"2021-07-18 18:52:13.000000+00:00\"], \"session_ids\": [\"6d29f960-810a-4995-9457-5d7c98d62090\", \"5d4dc06a-4e73-464e-8e34-42cd5a96d27e\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 2.5}, \"60173\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-17 22:30:08.000000+00:00\", \"2022-01-23 08:40:19.000000+00:00\"], \"session_ids\": [\"b5356f42-63d3-4218-9c51-a37e280f888e\", \"b18b19e9-d476-4638-abc3-48cbe59b67ef\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 2.647}, \"94468\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-03-19 22:23:44.000000+00:00\", \"2019-02-18 05:17:38.000000+00:00\"], \"session_ids\": [\"fd5242cb-aa61-4936-a42f-9b25973fe67d\", \"9180a0fb-1c1e-466d-a660-dffe7aa31aa2\"], \"total_duration\": 421.0, \"total_sessions\": 2, \"mean_week_duration\": 3.862}, \"11288\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-04-12 15:39:18.000000+00:00\", \"2020-09-17 03:24:29.000000+00:00\"], \"session_ids\": [\"5054de36-2205-4bf4-b020-43316b043b43\", \"4f980b30-592f-490c-907f-a42de7b437c1\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.5}, \"52077\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-27 06:39:40.000000+00:00\", \"2019-10-03 22:21:42.000000+00:00\", \"2020-07-08 00:45:16.000000+00:00\", \"2021-02-21 18:19:48.000000+00:00\"], \"session_ids\": [\"7f78279a-436b-40c9-861b-34272733777f\", \"10a49b06-0e59-4804-bcb1-60bbc0987d9a\", \"5be99e21-b37f-4cc2-8d71-e34c4e155a93\", \"ca29d55c-289d-4e1c-8da7-8859ade7a4c3\"], \"total_duration\": 352.0, \"total_sessions\": 4, \"mean_week_duration\": 4.822}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Berlin, Prague, Helsinki"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Berlin\", \"Prague\", \"Helsinki\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"54425\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-08 04:01:12.000000+00:00\", \"2019-03-14 13:02:57.000000+00:00\"], \"session_ids\": [\"20c6c359-ee5b-4021-a2b2-e1e1efd970de\", \"ed55e603-37e8-40e4-839f-c1e5e1f292bd\"], \"total_duration\": 474.0, \"total_sessions\": 2, \"mean_week_duration\": 5.78}, \"1824\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-06-04 19:02:11.000000+00:00\", \"2022-08-08 15:50:26.000000+00:00\", \"2022-10-18 15:50:29.000000+00:00\", \"2023-04-07 21:07:10.000000+00:00\", \"2019-04-26 13:46:35.000000+00:00\", \"2021-09-09 10:30:49.000000+00:00\"], \"session_ids\": [\"810ab7cf-4e32-4fce-85d4-b4b2e617be14\", \"14c45d4a-7c2b-4242-a3b7-67b408c90b65\", \"6c0ebbd2-794b-4acd-9473-fe61f6c2b259\", \"1b690c76-14f0-400f-a5e0-6400395a1ab4\", \"8de1a39c-9a5c-4edf-9e82-d9cdbd9a032e\", \"08740f9f-fc3f-4073-a259-1f43da726e23\"], \"total_duration\": 3234.0, \"total_sessions\": 6, \"mean_week_duration\": 15.699}, \"71914\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-05-17 13:08:22.000000+00:00\", \"2021-04-05 03:28:34.000000+00:00\"], \"session_ids\": [\"c1fa392f-a9b7-4da0-a622-edf92b5bfbfc\", \"029bd69f-2c80-4cbc-84e1-6930a4fd6f0f\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 2.848}, \"66030\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-07-22 06:13:11.000000+00:00\", \"2020-04-05 12:53:43.000000+00:00\", \"2021-05-26 19:31:42.000000+00:00\"], \"session_ids\": [\"9a2b4e16-3f09-4a7a-87e6-7cf582e63cbc\", \"9220e7aa-4dbb-470a-aebc-40eec3f15c63\", \"77ba4e44-9559-4782-b396-c175a42283b6\"], \"total_duration\": 861.0, \"total_sessions\": 3, \"mean_week_duration\": 8.876}, \"5595\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-03-22 07:23:10.000000+00:00\", \"2019-03-14 18:28:41.000000+00:00\"], \"session_ids\": [\"c544c767-76ab-4020-b2cd-29cbbf222299\", \"af0cc93b-6658-47f6-a73e-f8775608802c\"], \"total_duration\": 370.0, \"total_sessions\": 2, \"mean_week_duration\": 2.342}, \"9675\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-01-17 08:01:12.000000+00:00\", \"2021-07-18 18:52:13.000000+00:00\"], \"session_ids\": [\"6d29f960-810a-4995-9457-5d7c98d62090\", \"5d4dc06a-4e73-464e-8e34-42cd5a96d27e\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 2.5}, \"60173\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-17 22:30:08.000000+00:00\", \"2022-01-23 08:40:19.000000+00:00\"], \"session_ids\": [\"b5356f42-63d3-4218-9c51-a37e280f888e\", \"b18b19e9-d476-4638-abc3-48cbe59b67ef\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 2.647}, \"94468\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-03-19 22:23:44.000000+00:00\", \"2019-02-18 05:17:38.000000+00:00\"], \"session_ids\": [\"fd5242cb-aa61-4936-a42f-9b25973fe67d\", \"9180a0fb-1c1e-466d-a660-dffe7aa31aa2\"], \"total_duration\": 421.0, \"total_sessions\": 2, \"mean_week_duration\": 3.862}, \"11288\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-04-12 15:39:18.000000+00:00\", \"2020-09-17 03:24:29.000000+00:00\"], \"session_ids\": [\"5054de36-2205-4bf4-b020-43316b043b43\", \"4f980b30-592f-490c-907f-a42de7b437c1\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.5}, \"52077\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-27 06:39:40.000000+00:00\", \"2019-10-03 22:21:42.000000+00:00\", \"2020-07-08 00:45:16.000000+00:00\", \"2021-02-21 18:19:48.000000+00:00\"], \"session_ids\": [\"7f78279a-436b-40c9-861b-34272733777f\", \"10a49b06-0e59-4804-bcb1-60bbc0987d9a\", \"5be99e21-b37f-4cc2-8d71-e34c4e155a93\", \"ca29d55c-289d-4e1c-8da7-8859ade7a4c3\"], \"total_duration\": 352.0, \"total_sessions\": 4, \"mean_week_duration\": 4.822}}\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[{\"1824\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-06-04 19:02:11.000000+00:00\", \"2022-08-08 15:50:26.000000+00:00\", \"2022-10-18 15:50:29.000000+00:00\", \"2023-04-07 21:07:10.000000+00:00\", \"2019-04-26 13:46:35.000000+00:00\", \"2021-09-09 10:30:49.000000+00:00\"], \"session_ids\": [\"810ab7cf-4e32-4fce-85d4-b4b2e617be14\", \"14c45d4a-7c2b-4242-a3b7-67b408c90b65\", \"6c0ebbd2-794b-4acd-9473-fe61f6c2b259\", \"1b690c76-14f0-400f-a5e0-6400395a1ab4\", \"8de1a39c-9a5c-4edf-9e82-d9cdbd9a032e\", \"08740f9f-fc3f-4073-a259-1f43da726e23\"], \"total_duration\": 3234.0, \"total_sessions\": 6, \"mean_week_duration\": 15.699}}, {\"52077\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-27 06:39:40.000000+00:00\", \"2019-10-03 22:21:42.000000+00:00\", \"2020-07-08 00:45:16.000000+00:00\", \"2021-02-21 18:19:48.000000+00:00\"], \"session_ids\": [\"7f78279a-436b-40c9-861b-34272733777f\", \"10a49b06-0e59-4804-bcb1-60bbc0987d9a\", \"5be99e21-b37f-4cc2-8d71-e34c4e155a93\", \"ca29d55c-289d-4e1c-8da7-8859ade7a4c3\"], \"total_duration\": 352.0, \"total_sessions\": 4, \"mean_week_duration\": 4.822}}, {\"66030\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-07-22 06:13:11.000000+00:00\", \"2020-04-05 12:53:43.000000+00:00\", \"2021-05-26 19:31:42.000000+00:00\"], \"session_ids\": [\"9a2b4e16-3f09-4a7a-87e6-7cf582e63cbc\", \"9220e7aa-4dbb-470a-aebc-40eec3f15c63\", \"77ba4e44-9559-4782-b396-c175a42283b6\"], \"total_duration\": 861.0, \"total_sessions\": 3, \"mean_week_duration\": 8.876}}, {\"54425\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-08 04:01:12.000000+00:00\", \"2019-03-14 13:02:57.000000+00:00\"], \"session_ids\": [\"20c6c359-ee5b-4021-a2b2-e1e1efd970de\", \"ed55e603-37e8-40e4-839f-c1e5e1f292bd\"], \"total_duration\": 474.0, \"total_sessions\": 2, \"mean_week_duration\": 5.78}}, {\"71914\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-05-17 13:08:22.000000+00:00\", \"2021-04-05 03:28:34.000000+00:00\"], \"session_ids\": [\"c1fa392f-a9b7-4da0-a622-edf92b5bfbfc\", \"029bd69f-2c80-4cbc-84e1-6930a4fd6f0f\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 2.848}}, {\"5595\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-03-22 07:23:10.000000+00:00\", \"2019-03-14 18:28:41.000000+00:00\"], \"session_ids\": [\"c544c767-76ab-4020-b2cd-29cbbf222299\", \"af0cc93b-6658-47f6-a73e-f8775608802c\"], \"total_duration\": 370.0, \"total_sessions\": 2, \"mean_week_duration\": 2.342}}, {\"9675\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-01-17 08:01:12.000000+00:00\", \"2021-07-18 18:52:13.000000+00:00\"], \"session_ids\": [\"6d29f960-810a-4995-9457-5d7c98d62090\", \"5d4dc06a-4e73-464e-8e34-42cd5a96d27e\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 2.5}}, {\"60173\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-17 22:30:08.000000+00:00\", \"2022-01-23 08:40:19.000000+00:00\"], \"session_ids\": [\"b5356f42-63d3-4218-9c51-a37e280f888e\", \"b18b19e9-d476-4638-abc3-48cbe59b67ef\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 2.647}}, {\"94468\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-03-19 22:23:44.000000+00:00\", \"2019-02-18 05:17:38.000000+00:00\"], \"session_ids\": [\"fd5242cb-aa61-4936-a42f-9b25973fe67d\", \"9180a0fb-1c1e-466d-a660-dffe7aa31aa2\"], \"total_duration\": 421.0, \"total_sessions\": 2, \"mean_week_duration\": 3.862}}, {\"11288\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-04-12 15:39:18.000000+00:00\", \"2020-09-17 03:24:29.000000+00:00\"], \"session_ids\": [\"5054de36-2205-4bf4-b020-43316b043b43\", \"4f980b30-592f-490c-907f-a42de7b437c1\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.5}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 8 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"1824\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-06-04 19:02:11.000000+00:00\", \"2022-08-08 15:50:26.000000+00:00\", \"2022-10-18 15:50:29.000000+00:00\", \"2023-04-07 21:07:10.000000+00:00\", \"2019-04-26 13:46:35.000000+00:00\", \"2021-09-09 10:30:49.000000+00:00\"], \"session_ids\": [\"810ab7cf-4e32-4fce-85d4-b4b2e617be14\", \"14c45d4a-7c2b-4242-a3b7-67b408c90b65\", \"6c0ebbd2-794b-4acd-9473-fe61f6c2b259\", \"1b690c76-14f0-400f-a5e0-6400395a1ab4\", \"8de1a39c-9a5c-4edf-9e82-d9cdbd9a032e\", \"08740f9f-fc3f-4073-a259-1f43da726e23\"], \"total_duration\": 3234.0, \"total_sessions\": 6, \"mean_week_duration\": 15.699}}, {\"52077\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-27 06:39:40.000000+00:00\", \"2019-10-03 22:21:42.000000+00:00\", \"2020-07-08 00:45:16.000000+00:00\", \"2021-02-21 18:19:48.000000+00:00\"], \"session_ids\": [\"7f78279a-436b-40c9-861b-34272733777f\", \"10a49b06-0e59-4804-bcb1-60bbc0987d9a\", \"5be99e21-b37f-4cc2-8d71-e34c4e155a93\", \"ca29d55c-289d-4e1c-8da7-8859ade7a4c3\"], \"total_duration\": 352.0, \"total_sessions\": 4, \"mean_week_duration\": 4.822}}, {\"66030\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-07-22 06:13:11.000000+00:00\", \"2020-04-05 12:53:43.000000+00:00\", \"2021-05-26 19:31:42.000000+00:00\"], \"session_ids\": [\"9a2b4e16-3f09-4a7a-87e6-7cf582e63cbc\", \"9220e7aa-4dbb-470a-aebc-40eec3f15c63\", \"77ba4e44-9559-4782-b396-c175a42283b6\"], \"total_duration\": 861.0, \"total_sessions\": 3, \"mean_week_duration\": 8.876}}, {\"54425\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-08 04:01:12.000000+00:00\", \"2019-03-14 13:02:57.000000+00:00\"], \"session_ids\": [\"20c6c359-ee5b-4021-a2b2-e1e1efd970de\", \"ed55e603-37e8-40e4-839f-c1e5e1f292bd\"], \"total_duration\": 474.0, \"total_sessions\": 2, \"mean_week_duration\": 5.78}}, {\"71914\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-05-17 13:08:22.000000+00:00\", \"2021-04-05 03:28:34.000000+00:00\"], \"session_ids\": [\"c1fa392f-a9b7-4da0-a622-edf92b5bfbfc\", \"029bd69f-2c80-4cbc-84e1-6930a4fd6f0f\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 2.848}}, {\"5595\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-03-22 07:23:10.000000+00:00\", \"2019-03-14 18:28:41.000000+00:00\"], \"session_ids\": [\"c544c767-76ab-4020-b2cd-29cbbf222299\", \"af0cc93b-6658-47f6-a73e-f8775608802c\"], \"total_duration\": 370.0, \"total_sessions\": 2, \"mean_week_duration\": 2.342}}, {\"9675\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-01-17 08:01:12.000000+00:00\", \"2021-07-18 18:52:13.000000+00:00\"], \"session_ids\": [\"6d29f960-810a-4995-9457-5d7c98d62090\", \"5d4dc06a-4e73-464e-8e34-42cd5a96d27e\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 2.5}}, {\"60173\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-17 22:30:08.000000+00:00\", \"2022-01-23 08:40:19.000000+00:00\"], \"session_ids\": [\"b5356f42-63d3-4218-9c51-a37e280f888e\", \"b18b19e9-d476-4638-abc3-48cbe59b67ef\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 2.647}}]\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[{\"1824\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-06-04 19:02:11.000000+00:00\", \"2022-08-08 15:50:26.000000+00:00\", \"2022-10-18 15:50:29.000000+00:00\", \"2023-04-07 21:07:10.000000+00:00\", \"2019-04-26 13:46:35.000000+00:00\", \"2021-09-09 10:30:49.000000+00:00\"], \"session_ids\": [\"810ab7cf-4e32-4fce-85d4-b4b2e617be14\", \"14c45d4a-7c2b-4242-a3b7-67b408c90b65\", \"6c0ebbd2-794b-4acd-9473-fe61f6c2b259\", \"1b690c76-14f0-400f-a5e0-6400395a1ab4\", \"8de1a39c-9a5c-4edf-9e82-d9cdbd9a032e\", \"08740f9f-fc3f-4073-a259-1f43da726e23\"], \"total_duration\": 3234.0, \"total_sessions\": 6, \"mean_week_duration\": 15.699}}, {\"52077\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-27 06:39:40.000000+00:00\", \"2019-10-03 22:21:42.000000+00:00\", \"2020-07-08 00:45:16.000000+00:00\", \"2021-02-21 18:19:48.000000+00:00\"], \"session_ids\": [\"7f78279a-436b-40c9-861b-34272733777f\", \"10a49b06-0e59-4804-bcb1-60bbc0987d9a\", \"5be99e21-b37f-4cc2-8d71-e34c4e155a93\", \"ca29d55c-289d-4e1c-8da7-8859ade7a4c3\"], \"total_duration\": 352.0, \"total_sessions\": 4, \"mean_week_duration\": 4.822}}, {\"66030\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-07-22 06:13:11.000000+00:00\", \"2020-04-05 12:53:43.000000+00:00\", \"2021-05-26 19:31:42.000000+00:00\"], \"session_ids\": [\"9a2b4e16-3f09-4a7a-87e6-7cf582e63cbc\", \"9220e7aa-4dbb-470a-aebc-40eec3f15c63\", \"77ba4e44-9559-4782-b396-c175a42283b6\"], \"total_duration\": 861.0, \"total_sessions\": 3, \"mean_week_duration\": 8.876}}, {\"54425\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-08 04:01:12.000000+00:00\", \"2019-03-14 13:02:57.000000+00:00\"], \"session_ids\": [\"20c6c359-ee5b-4021-a2b2-e1e1efd970de\", \"ed55e603-37e8-40e4-839f-c1e5e1f292bd\"], \"total_duration\": 474.0, \"total_sessions\": 2, \"mean_week_duration\": 5.78}}, {\"71914\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-05-17 13:08:22.000000+00:00\", \"2021-04-05 03:28:34.000000+00:00\"], \"session_ids\": [\"c1fa392f-a9b7-4da0-a622-edf92b5bfbfc\", \"029bd69f-2c80-4cbc-84e1-6930a4fd6f0f\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 2.848}}, {\"5595\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-03-22 07:23:10.000000+00:00\", \"2019-03-14 18:28:41.000000+00:00\"], \"session_ids\": [\"c544c767-76ab-4020-b2cd-29cbbf222299\", \"af0cc93b-6658-47f6-a73e-f8775608802c\"], \"total_duration\": 370.0, \"total_sessions\": 2, \"mean_week_duration\": 2.342}}, {\"9675\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-01-17 08:01:12.000000+00:00\", \"2021-07-18 18:52:13.000000+00:00\"], \"session_ids\": [\"6d29f960-810a-4995-9457-5d7c98d62090\", \"5d4dc06a-4e73-464e-8e34-42cd5a96d27e\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 2.5}}, {\"60173\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-17 22:30:08.000000+00:00\", \"2022-01-23 08:40:19.000000+00:00\"], \"session_ids\": [\"b5356f42-63d3-4218-9c51-a37e280f888e\", \"b18b19e9-d476-4638-abc3-48cbe59b67ef\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 2.647}}]\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 city is San Juan , execute sorting by total sessions in ascending order plus display only 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"77665\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-03-13 08:04:58.000000+00:00\", \"2022-08-20 22:05:44.000000+00:00\"], \"session_ids\": [\"d4c25609-580b-429a-baa5-78f05b69fa0f\", \"b41cbed4-dc9a-4f2b-a547-2041f7b56273\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 3.9}, \"35319\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-09-08 21:37:29.000000+00:00\", \"2019-11-19 00:26:37.000000+00:00\"], \"session_ids\": [\"5fd324dc-3900-46ec-a651-7e12ccf4fcbd\", \"e227b9df-fa7a-4437-a162-5b59290dacaf\"], \"total_duration\": 240.0, \"total_sessions\": 2, \"mean_week_duration\": 21.818}, \"69171\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-01-03 00:58:58.000000+00:00\", \"2020-05-03 13:51:47.000000+00:00\", \"2022-04-22 07:36:45.000000+00:00\", \"2022-12-29 03:26:49.000000+00:00\", \"2020-01-29 16:48:37.000000+00:00\"], \"session_ids\": [\"d9f3b35c-46fd-4f2d-ae38-20636922a81c\", \"c7b3a66f-a650-4f32-818d-6a1192a006e2\", \"ea27b80c-cb09-4f21-a2d1-87daa827f7a4\", \"65518648-6f41-4880-96d7-23c9914c19ba\", \"8c56e8f3-32ad-4c02-ad78-e001d76d6a8b\"], \"total_duration\": 815.0, \"total_sessions\": 5, \"mean_week_duration\": 3.918}, \"74730\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-01-26 20:02:04.000000+00:00\", \"2020-03-22 12:31:30.000000+00:00\", \"2022-08-11 16:28:31.000000+00:00\", \"2021-11-14 15:18:18.000000+00:00\"], \"session_ids\": [\"bccfe43d-2f0c-49b3-8fa2-886aab36804a\", \"73b9fab4-a295-4e4e-a1af-810469c3393b\", \"c9fcf7d5-d1c2-4335-ad83-e2f986fa7c1c\", \"877f92ca-bd6a-4cd9-8714-720c98ad9f44\"], \"total_duration\": 316.0, \"total_sessions\": 4, \"mean_week_duration\": 2.528}, \"16837\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-29 12:48:39.000000+00:00\", \"2019-10-30 07:33:09.000000+00:00\"], \"session_ids\": [\"015b4b5a-9156-4d31-ba5d-9546c6ba6abb\", \"d77c740b-57d5-4a3d-b26a-92dc31f21857\"], \"total_duration\": 271.0, \"total_sessions\": 2, \"mean_week_duration\": 1.95}, \"31110\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-11-09 13:43:53.000000+00:00\", \"2019-01-05 11:53:04.000000+00:00\"], \"session_ids\": [\"72898344-6b04-4387-9a6e-c69e7db3af48\", \"2f5cd9b4-a509-4dc8-8efb-b71d8758eca7\"], \"total_duration\": 334.0, \"total_sessions\": 2, \"mean_week_duration\": 1.662}, \"61484\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-05-20 11:38:22.000000+00:00\", \"2019-05-30 00:52:56.000000+00:00\", \"2023-02-17 11:20:58.000000+00:00\", \"2021-03-28 18:50:48.000000+00:00\", \"2021-03-10 04:29:30.000000+00:00\"], \"session_ids\": [\"605d9077-6890-4e10-86fe-90b09bc43aae\", \"927d6f4e-418b-40ff-8244-1dcb2781df82\", \"56dc0cbe-467d-43e5-976c-1c6e088b0320\", \"8be8a3e6-62b8-41b5-a557-144405627c6a\", \"328d1242-039e-4452-8ad2-d9c7b3472c6a\"], \"total_duration\": 1662.0, \"total_sessions\": 5, \"mean_week_duration\": 8.523}, \"51822\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-08-16 23:28:41.000000+00:00\", \"2022-07-20 08:52:16.000000+00:00\"], \"session_ids\": [\"c8f1e49b-189b-4a56-bc37-2f6e210f4062\", \"3168a9e4-4bad-42fa-9a2d-894d60a73f66\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 2.327}, \"12152\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-05-28 02:17:05.000000+00:00\", \"2019-08-24 03:52:20.000000+00:00\"], \"session_ids\": [\"b3c90e4b-dba0-4ec0-9384-36c79b41817b\", \"4a35212d-ae28-4809-9974-6127de538a89\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 17.462}, \"5403\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-05-15 22:29:32.000000+00:00\", \"2020-03-27 13:17:01.000000+00:00\", \"2020-09-03 10:46:55.000000+00:00\"], \"session_ids\": [\"196bab6e-3a5d-4a35-ac7c-4ebd749d84c3\", \"40d8ef6c-94b6-47ff-adad-da9e6b378b2f\", \"5eb11d91-a464-4e50-a8e7-5579682a770b\"], \"total_duration\": 927.0, \"total_sessions\": 3, \"mean_week_duration\": 15.45}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is San Juan"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"San Juan\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"5403\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-05-15 22:29:32.000000+00:00\", \"2020-03-27 13:17:01.000000+00:00\", \"2020-09-03 10:46:55.000000+00:00\"], \"session_ids\": [\"196bab6e-3a5d-4a35-ac7c-4ebd749d84c3\", \"40d8ef6c-94b6-47ff-adad-da9e6b378b2f\", \"5eb11d91-a464-4e50-a8e7-5579682a770b\"], \"total_duration\": 927.0, \"total_sessions\": 3, \"mean_week_duration\": 15.45}}\n```\n"
}
] |
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