conversations
list |
|---|
[
{
"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[{\"58681\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-12-28 01:46:52.000000+00:00\", \"2022-01-25 06:55:59.000000+00:00\", \"2021-06-21 16:37:19.000000+00:00\", \"2021-12-26 20:29:32.000000+00:00\", \"2022-11-24 11:03:48.000000+00:00\"], \"session_ids\": [\"e34ae166-03bd-4f65-8d6f-743711cb8bd7\", \"ba0acc65-79fb-48d5-b166-ebb68e5c0f51\", \"84f233df-aec7-484b-897a-55a7e6273de0\", \"d9702a9b-f6e7-4302-9ba1-9c770be6802a\", \"0ebbb1b5-632d-4977-afa2-fd236ef75641\"], \"total_duration\": 1872.0, \"total_sessions\": 5, \"mean_week_duration\": 12.316}}]\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[{\"58681\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-12-28 01:46:52.000000+00:00\", \"2022-01-25 06:55:59.000000+00:00\", \"2021-06-21 16:37:19.000000+00:00\", \"2021-12-26 20:29:32.000000+00:00\", \"2022-11-24 11:03:48.000000+00:00\"], \"session_ids\": [\"e34ae166-03bd-4f65-8d6f-743711cb8bd7\", \"ba0acc65-79fb-48d5-b166-ebb68e5c0f51\", \"84f233df-aec7-484b-897a-55a7e6273de0\", \"d9702a9b-f6e7-4302-9ba1-9c770be6802a\", \"0ebbb1b5-632d-4977-afa2-fd236ef75641\"], \"total_duration\": 1872.0, \"total_sessions\": 5, \"mean_week_duration\": 12.316}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about 5 users who have the lowest total time using the app additionaly put to use sorting by mean week duration descending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"86488\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-02-07 19:38:54.000000+00:00\", \"2023-01-22 19:06:41.000000+00:00\", \"2019-06-14 13:56:49.000000+00:00\"], \"session_ids\": [\"081d6b20-a08f-4898-a9b3-fa24688f7532\", \"f41d82a0-2ffb-4a9d-881f-f9bc589e9efd\", \"f9a174b0-bbe1-43b2-b2eb-4b5d6973d46a\"], \"total_duration\": 323.0, \"total_sessions\": 3, \"mean_week_duration\": 1.709}, \"7596\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-01-01 15:34:45.000000+00:00\", \"2019-03-08 20:26:29.000000+00:00\", \"2022-12-31 15:09:10.000000+00:00\", \"2021-08-18 06:22:58.000000+00:00\", \"2020-09-24 11:30:25.000000+00:00\"], \"session_ids\": [\"7045c6e7-ab16-4c86-8c46-271aa894fae0\", \"9ba10f15-b53d-4bd1-819e-ccf57985b412\", \"45e0eb7e-3fad-4573-b41a-637a95385661\", \"114f7b35-f7a7-4422-96f7-828b05123763\", \"32caa525-a22c-4735-880f-08ec96e5c912\"], \"total_duration\": 174.0, \"total_sessions\": 5, \"mean_week_duration\": 0.87}, \"53561\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-02-16 19:31:30.000000+00:00\", \"2021-06-10 23:51:56.000000+00:00\", \"2020-03-13 14:56:08.000000+00:00\"], \"session_ids\": [\"7044c83a-7f07-464f-b72b-5798c05f2afd\", \"4b7be53d-59b2-4e8d-b483-906f98a6f0a7\", \"ba24a0c8-8b4e-4a37-a846-ffeec940c678\"], \"total_duration\": 29.0, \"total_sessions\": 3, \"mean_week_duration\": 0.446}, \"78999\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-05-31 23:15:18.000000+00:00\", \"2019-10-01 07:05:10.000000+00:00\", \"2019-08-09 13:40:52.000000+00:00\", \"2019-04-10 09:48:19.000000+00:00\"], \"session_ids\": [\"9cd7eae6-2f71-40ba-a540-c606fa6f9585\", \"22d96d60-22d9-495a-9b72-78f190b9430b\", \"09abcb98-f1ef-4405-bc9b-77eeb118805b\", \"c484761f-bb3b-466d-bb97-8067e40c56ed\"], \"total_duration\": 553.0, \"total_sessions\": 4, \"mean_week_duration\": 9.217}, \"43473\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-05-22 12:13:07.000000+00:00\", \"2019-09-12 18:54:41.000000+00:00\"], \"session_ids\": [\"4a8d9b35-0322-44d2-ac5a-854189166b14\", \"984bb03f-320a-408b-8f6b-b228bb6fd6e3\"], \"total_duration\": 354.0, \"total_sessions\": 2, \"mean_week_duration\": 1.834}, \"72592\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-04-07 21:23:28.000000+00:00\", \"2023-01-16 20:48:29.000000+00:00\"], \"session_ids\": [\"28150ab6-28d9-46b9-80eb-1cce8b20cf7e\", \"19dd0ffc-4ce1-4cff-9841-dffea8c06b34\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.249}, \"27853\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-01-12 07:06:50.000000+00:00\", \"2022-06-19 21:36:28.000000+00:00\", \"2022-01-09 00:31:35.000000+00:00\", \"2019-02-05 17:57:12.000000+00:00\", \"2021-02-26 11:24:40.000000+00:00\", \"2019-09-21 14:33:03.000000+00:00\", \"2023-04-12 09:30:40.000000+00:00\"], \"session_ids\": [\"b69d0db7-a6f1-45fb-8e10-6cda54ac294f\", \"6fc48e1a-47d8-497e-a6fe-90c696f506c0\", \"c6f068f4-fb57-46e3-a6b1-769e2b996a50\", \"507bd459-431a-44ff-9ee9-bb9a41947eab\", \"a908ce6b-412a-4bff-af80-045af2eaa322\", \"7a20bfa0-1da6-494b-99e8-b84316625ecb\", \"dd3718c6-7a5e-491c-b0f6-843d6a3de872\"], \"total_duration\": 956.0, \"total_sessions\": 7, \"mean_week_duration\": 4.385}, \"82162\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-03-25 21:31:08.000000+00:00\", \"2019-04-27 07:41:05.000000+00:00\", \"2022-03-08 18:14:36.000000+00:00\", \"2019-03-29 15:23:14.000000+00:00\", \"2020-04-09 18:50:07.000000+00:00\", \"2020-04-12 07:18:28.000000+00:00\"], \"session_ids\": [\"5c009ae5-16ce-4724-bf82-02587ab28305\", \"465f1234-a45b-46c6-9117-739d4fed381b\", \"c3e4aa21-f924-4bc2-8ae8-3e3b55675571\", \"4a02d113-eed8-48b8-941e-1db8ae3fee04\", \"a990f893-4451-4d1b-9c0b-6390773c7331\", \"9046605d-2225-4de7-817b-c4075397b152\"], \"total_duration\": 610.0, \"total_sessions\": 6, \"mean_week_duration\": 3.91}, \"13594\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-07-31 20:58:56.000000+00:00\", \"2021-02-08 16:45:33.000000+00:00\", \"2020-11-25 02:05:51.000000+00:00\"], \"session_ids\": [\"c475fa79-568a-4a52-a3fb-aa7e777a6d8e\", \"d4870d8c-935c-4a37-a83c-b40178d64081\", \"6d4d1a35-d44f-4332-9cc3-a5d8618e05fc\"], \"total_duration\": 803.0, \"total_sessions\": 3, \"mean_week_duration\": 22.306}, \"28907\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-09-06 18:02:48.000000+00:00\", \"2022-08-31 13:20:34.000000+00:00\", \"2020-11-04 00:36:21.000000+00:00\"], \"session_ids\": [\"ef6fc710-df3f-49a6-9618-8d491eed9cf4\", \"c3996e91-01f7-407d-a6f7-69f0172648c1\", \"5df7dbf7-1939-461e-9162-1c36edea7e0a\"], \"total_duration\": 304.0, \"total_sessions\": 3, \"mean_week_duration\": 3.167}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the lowest 5 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": false, \"quant_to_remain\": 5}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"53561\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-02-16 19:31:30.000000+00:00\", \"2021-06-10 23:51:56.000000+00:00\", \"2020-03-13 14:56:08.000000+00:00\"], \"session_ids\": [\"7044c83a-7f07-464f-b72b-5798c05f2afd\", \"4b7be53d-59b2-4e8d-b483-906f98a6f0a7\", \"ba24a0c8-8b4e-4a37-a846-ffeec940c678\"], \"total_duration\": 29.0, \"total_sessions\": 3, \"mean_week_duration\": 0.446}}, {\"72592\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-04-07 21:23:28.000000+00:00\", \"2023-01-16 20:48:29.000000+00:00\"], \"session_ids\": [\"28150ab6-28d9-46b9-80eb-1cce8b20cf7e\", \"19dd0ffc-4ce1-4cff-9841-dffea8c06b34\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.249}}, {\"7596\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-01-01 15:34:45.000000+00:00\", \"2019-03-08 20:26:29.000000+00:00\", \"2022-12-31 15:09:10.000000+00:00\", \"2021-08-18 06:22:58.000000+00:00\", \"2020-09-24 11:30:25.000000+00:00\"], \"session_ids\": [\"7045c6e7-ab16-4c86-8c46-271aa894fae0\", \"9ba10f15-b53d-4bd1-819e-ccf57985b412\", \"45e0eb7e-3fad-4573-b41a-637a95385661\", \"114f7b35-f7a7-4422-96f7-828b05123763\", \"32caa525-a22c-4735-880f-08ec96e5c912\"], \"total_duration\": 174.0, \"total_sessions\": 5, \"mean_week_duration\": 0.87}}, {\"28907\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-09-06 18:02:48.000000+00:00\", \"2022-08-31 13:20:34.000000+00:00\", \"2020-11-04 00:36:21.000000+00:00\"], \"session_ids\": [\"ef6fc710-df3f-49a6-9618-8d491eed9cf4\", \"c3996e91-01f7-407d-a6f7-69f0172648c1\", \"5df7dbf7-1939-461e-9162-1c36edea7e0a\"], \"total_duration\": 304.0, \"total_sessions\": 3, \"mean_week_duration\": 3.167}}, {\"86488\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-02-07 19:38:54.000000+00:00\", \"2023-01-22 19:06:41.000000+00:00\", \"2019-06-14 13:56:49.000000+00:00\"], \"session_ids\": [\"081d6b20-a08f-4898-a9b3-fa24688f7532\", \"f41d82a0-2ffb-4a9d-881f-f9bc589e9efd\", \"f9a174b0-bbe1-43b2-b2eb-4b5d6973d46a\"], \"total_duration\": 323.0, \"total_sessions\": 3, \"mean_week_duration\": 1.709}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"28907\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-09-06 18:02:48.000000+00:00\", \"2022-08-31 13:20:34.000000+00:00\", \"2020-11-04 00:36:21.000000+00:00\"], \"session_ids\": [\"ef6fc710-df3f-49a6-9618-8d491eed9cf4\", \"c3996e91-01f7-407d-a6f7-69f0172648c1\", \"5df7dbf7-1939-461e-9162-1c36edea7e0a\"], \"total_duration\": 304.0, \"total_sessions\": 3, \"mean_week_duration\": 3.167}}, {\"86488\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-02-07 19:38:54.000000+00:00\", \"2023-01-22 19:06:41.000000+00:00\", \"2019-06-14 13:56:49.000000+00:00\"], \"session_ids\": [\"081d6b20-a08f-4898-a9b3-fa24688f7532\", \"f41d82a0-2ffb-4a9d-881f-f9bc589e9efd\", \"f9a174b0-bbe1-43b2-b2eb-4b5d6973d46a\"], \"total_duration\": 323.0, \"total_sessions\": 3, \"mean_week_duration\": 1.709}}, {\"7596\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-01-01 15:34:45.000000+00:00\", \"2019-03-08 20:26:29.000000+00:00\", \"2022-12-31 15:09:10.000000+00:00\", \"2021-08-18 06:22:58.000000+00:00\", \"2020-09-24 11:30:25.000000+00:00\"], \"session_ids\": [\"7045c6e7-ab16-4c86-8c46-271aa894fae0\", \"9ba10f15-b53d-4bd1-819e-ccf57985b412\", \"45e0eb7e-3fad-4573-b41a-637a95385661\", \"114f7b35-f7a7-4422-96f7-828b05123763\", \"32caa525-a22c-4735-880f-08ec96e5c912\"], \"total_duration\": 174.0, \"total_sessions\": 5, \"mean_week_duration\": 0.87}}, {\"53561\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-02-16 19:31:30.000000+00:00\", \"2021-06-10 23:51:56.000000+00:00\", \"2020-03-13 14:56:08.000000+00:00\"], \"session_ids\": [\"7044c83a-7f07-464f-b72b-5798c05f2afd\", \"4b7be53d-59b2-4e8d-b483-906f98a6f0a7\", \"ba24a0c8-8b4e-4a37-a846-ffeec940c678\"], \"total_duration\": 29.0, \"total_sessions\": 3, \"mean_week_duration\": 0.446}}, {\"72592\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-04-07 21:23:28.000000+00:00\", \"2023-01-16 20:48:29.000000+00:00\"], \"session_ids\": [\"28150ab6-28d9-46b9-80eb-1cce8b20cf7e\", \"19dd0ffc-4ce1-4cff-9841-dffea8c06b34\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.249}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 5 entries and exclude 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[{\"28907\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-09-06 18:02:48.000000+00:00\", \"2022-08-31 13:20:34.000000+00:00\", \"2020-11-04 00:36:21.000000+00:00\"], \"session_ids\": [\"ef6fc710-df3f-49a6-9618-8d491eed9cf4\", \"c3996e91-01f7-407d-a6f7-69f0172648c1\", \"5df7dbf7-1939-461e-9162-1c36edea7e0a\"], \"total_duration\": 304.0, \"total_sessions\": 3, \"mean_week_duration\": 3.167}}, {\"86488\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-02-07 19:38:54.000000+00:00\", \"2023-01-22 19:06:41.000000+00:00\", \"2019-06-14 13:56:49.000000+00:00\"], \"session_ids\": [\"081d6b20-a08f-4898-a9b3-fa24688f7532\", \"f41d82a0-2ffb-4a9d-881f-f9bc589e9efd\", \"f9a174b0-bbe1-43b2-b2eb-4b5d6973d46a\"], \"total_duration\": 323.0, \"total_sessions\": 3, \"mean_week_duration\": 1.709}}, {\"7596\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-01-01 15:34:45.000000+00:00\", \"2019-03-08 20:26:29.000000+00:00\", \"2022-12-31 15:09:10.000000+00:00\", \"2021-08-18 06:22:58.000000+00:00\", \"2020-09-24 11:30:25.000000+00:00\"], \"session_ids\": [\"7045c6e7-ab16-4c86-8c46-271aa894fae0\", \"9ba10f15-b53d-4bd1-819e-ccf57985b412\", \"45e0eb7e-3fad-4573-b41a-637a95385661\", \"114f7b35-f7a7-4422-96f7-828b05123763\", \"32caa525-a22c-4735-880f-08ec96e5c912\"], \"total_duration\": 174.0, \"total_sessions\": 5, \"mean_week_duration\": 0.87}}, {\"53561\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-02-16 19:31:30.000000+00:00\", \"2021-06-10 23:51:56.000000+00:00\", \"2020-03-13 14:56:08.000000+00:00\"], \"session_ids\": [\"7044c83a-7f07-464f-b72b-5798c05f2afd\", \"4b7be53d-59b2-4e8d-b483-906f98a6f0a7\", \"ba24a0c8-8b4e-4a37-a846-ffeec940c678\"], \"total_duration\": 29.0, \"total_sessions\": 3, \"mean_week_duration\": 0.446}}, {\"72592\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-04-07 21:23:28.000000+00:00\", \"2023-01-16 20:48:29.000000+00:00\"], \"session_ids\": [\"28150ab6-28d9-46b9-80eb-1cce8b20cf7e\", \"19dd0ffc-4ce1-4cff-9841-dffea8c06b34\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.249}}]\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[{\"28907\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-09-06 18:02:48.000000+00:00\", \"2022-08-31 13:20:34.000000+00:00\", \"2020-11-04 00:36:21.000000+00:00\"], \"session_ids\": [\"ef6fc710-df3f-49a6-9618-8d491eed9cf4\", \"c3996e91-01f7-407d-a6f7-69f0172648c1\", \"5df7dbf7-1939-461e-9162-1c36edea7e0a\"], \"total_duration\": 304.0, \"total_sessions\": 3, \"mean_week_duration\": 3.167}}, {\"86488\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-02-07 19:38:54.000000+00:00\", \"2023-01-22 19:06:41.000000+00:00\", \"2019-06-14 13:56:49.000000+00:00\"], \"session_ids\": [\"081d6b20-a08f-4898-a9b3-fa24688f7532\", \"f41d82a0-2ffb-4a9d-881f-f9bc589e9efd\", \"f9a174b0-bbe1-43b2-b2eb-4b5d6973d46a\"], \"total_duration\": 323.0, \"total_sessions\": 3, \"mean_week_duration\": 1.709}}, {\"7596\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-01-01 15:34:45.000000+00:00\", \"2019-03-08 20:26:29.000000+00:00\", \"2022-12-31 15:09:10.000000+00:00\", \"2021-08-18 06:22:58.000000+00:00\", \"2020-09-24 11:30:25.000000+00:00\"], \"session_ids\": [\"7045c6e7-ab16-4c86-8c46-271aa894fae0\", \"9ba10f15-b53d-4bd1-819e-ccf57985b412\", \"45e0eb7e-3fad-4573-b41a-637a95385661\", \"114f7b35-f7a7-4422-96f7-828b05123763\", \"32caa525-a22c-4735-880f-08ec96e5c912\"], \"total_duration\": 174.0, \"total_sessions\": 5, \"mean_week_duration\": 0.87}}, {\"53561\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-02-16 19:31:30.000000+00:00\", \"2021-06-10 23:51:56.000000+00:00\", \"2020-03-13 14:56:08.000000+00:00\"], \"session_ids\": [\"7044c83a-7f07-464f-b72b-5798c05f2afd\", \"4b7be53d-59b2-4e8d-b483-906f98a6f0a7\", \"ba24a0c8-8b4e-4a37-a846-ffeec940c678\"], \"total_duration\": 29.0, \"total_sessions\": 3, \"mean_week_duration\": 0.446}}, {\"72592\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-04-07 21:23:28.000000+00:00\", \"2023-01-16 20:48:29.000000+00:00\"], \"session_ids\": [\"28150ab6-28d9-46b9-80eb-1cce8b20cf7e\", \"19dd0ffc-4ce1-4cff-9841-dffea8c06b34\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.249}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding 4 users who are at the peak of user rankings based on sum of duration additionaly do sorting by site usage time in desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"25484\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-04-01 05:04:33.000000+00:00\", \"2021-02-16 07:54:02.000000+00:00\", \"2019-02-07 12:16:06.000000+00:00\"], \"session_ids\": [\"40f19f37-9580-4809-b36c-052278ec9b3a\", \"93c12e73-4127-42f8-b84f-a480a0ef4444\", \"ed88aca6-f41d-479c-aea8-81b862a8b6c7\"], \"total_duration\": 369.0, \"total_sessions\": 3, \"mean_week_duration\": 3.481}, \"34430\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-01-01 03:19:16.000000+00:00\", \"2021-04-29 03:03:34.000000+00:00\"], \"session_ids\": [\"e5e7e104-711b-4437-900e-c85f220084ed\", \"7688a9f7-6dca-4ab8-b070-d8025fa34d0c\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.156}, \"4417\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-09-05 21:36:45.000000+00:00\", \"2019-01-14 11:49:57.000000+00:00\"], \"session_ids\": [\"39015ec9-feff-41d2-b169-16d17a1df0ff\", \"05586c82-7244-4a26-a14d-de51cf3ce6ec\"], \"total_duration\": 154.0, \"total_sessions\": 2, \"mean_week_duration\": 1.116}, \"29426\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-03-12 10:05:56.000000+00:00\", \"2021-09-20 03:25:23.000000+00:00\", \"2019-08-21 06:04:00.000000+00:00\", \"2020-12-02 08:15:30.000000+00:00\", \"2023-04-16 06:48:15.000000+00:00\", \"2019-10-17 22:03:44.000000+00:00\", \"2022-12-05 03:10:24.000000+00:00\", \"2019-08-05 16:52:32.000000+00:00\", \"2020-12-13 01:51:38.000000+00:00\", \"2020-11-27 01:47:15.000000+00:00\"], \"session_ids\": [\"21961ea9-0ffa-41a6-9334-5e2bffac59d2\", \"2e9140df-d930-48fe-9da4-e5f7a5fb93c9\", \"00e60b57-787d-4bbe-90fd-ea098b852d42\", \"6d8fda48-25ef-4a5d-8840-a1b0d1efa2a3\", \"dc536a0c-d37f-48d9-bbef-2a9ce12e76f9\", \"8b83b74d-6bea-4f68-b815-282aaa7b7fd0\", \"d81381ce-0108-4bbf-bc36-fcf71cb9933f\", \"54ea7282-c04c-41f6-959e-5cf9ec4f6d6f\", \"7677aa4a-e055-415e-9f1e-3e42b5d01de6\", \"1043e010-e319-4284-8eae-cf5257c62077\"], \"total_duration\": 1450.0, \"total_sessions\": 10, \"mean_week_duration\": 7.513}, \"10521\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-02 05:58:15.000000+00:00\", \"2021-12-29 19:15:41.000000+00:00\"], \"session_ids\": [\"93249ef3-5bd0-4987-9803-bcc47af45b5b\", \"ef02f815-7600-4376-8783-e5b689769599\"], \"total_duration\": 354.0, \"total_sessions\": 2, \"mean_week_duration\": 3.248}, \"95773\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-04-24 12:15:58.000000+00:00\", \"2022-02-09 20:36:47.000000+00:00\"], \"session_ids\": [\"9319ecf4-e726-4668-9aa4-50f770b5ae11\", \"345f5480-3786-478c-9aa0-59b4b6ff4e44\"], \"total_duration\": 279.0, \"total_sessions\": 2, \"mean_week_duration\": 1.911}, \"39869\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-01-11 05:54:01.000000+00:00\", \"2019-07-24 08:22:28.000000+00:00\"], \"session_ids\": [\"55ae2fad-7ba3-4a17-a8a1-60394f3646f2\", \"916b52ed-047d-4fd4-88a9-f8b2d051b2cf\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 0.431}, \"64632\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-07-19 00:46:54.000000+00:00\", \"2023-03-18 04:16:39.000000+00:00\", \"2020-05-31 13:44:54.000000+00:00\", \"2023-05-08 01:09:54.000000+00:00\", \"2020-11-28 23:11:08.000000+00:00\"], \"session_ids\": [\"93888e89-e746-407f-b4cd-5273c3b57aca\", \"8b802e2b-67cc-43e6-8ad6-76d8196079dd\", \"f19b3658-c166-4431-bc01-26316f262c45\", \"670a4614-29a4-4705-90ae-f68fd679920d\", \"b17af20c-9f1e-4656-aa4b-27882fe444e9\"], \"total_duration\": 2484.0, \"total_sessions\": 5, \"mean_week_duration\": 16.235}, \"17298\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-01-04 07:31:17.000000+00:00\", \"2022-04-17 16:31:17.000000+00:00\", \"2020-06-07 06:35:53.000000+00:00\", \"2021-08-04 15:31:28.000000+00:00\", \"2020-10-05 10:54:45.000000+00:00\"], \"session_ids\": [\"59234927-b651-4613-b76f-3ca885736d63\", \"7b719919-9bc5-4cb1-a5fd-6254d1c5c5a2\", \"420272fa-6689-46dd-b50b-784560b950db\", \"46e619ff-6c55-43d7-b7da-e19577f7658a\", \"8965931b-cb2c-41c9-a79a-4c0eb3c07168\"], \"total_duration\": 2905.0, \"total_sessions\": 5, \"mean_week_duration\": 24.208}, \"58291\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-01-24 19:15:15.000000+00:00\", \"2023-03-08 00:00:55.000000+00:00\", \"2021-10-31 04:05:05.000000+00:00\", \"2021-01-06 00:05:14.000000+00:00\", \"2020-09-01 02:08:04.000000+00:00\", \"2022-01-05 03:12:22.000000+00:00\", \"2019-02-09 04:13:39.000000+00:00\", \"2019-12-02 06:54:16.000000+00:00\"], \"session_ids\": [\"8024daf3-4da5-4cb0-b050-523ba832045d\", \"eed8dd21-1887-46b5-b749-f93b229aac17\", \"c6492df5-e168-4757-a341-e0bbf057ebb5\", \"10c4f4cc-8f09-4f44-ae2f-6379cf485826\", \"dfa2582c-4f01-4ad3-aa70-6d3d944ba9a1\", \"a481dcb8-ff8c-46b7-82e2-1679d9ca9404\", \"7986a3c9-2cd7-4f27-99fb-0c4eb31817d8\", \"fad062ed-49c5-4ed6-8470-4a2a17c68057\"], \"total_duration\": 229.0, \"total_sessions\": 8, \"mean_week_duration\": 1.075}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the highest 4 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": true, \"quant_to_remain\": 4}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"17298\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-01-04 07:31:17.000000+00:00\", \"2022-04-17 16:31:17.000000+00:00\", \"2020-06-07 06:35:53.000000+00:00\", \"2021-08-04 15:31:28.000000+00:00\", \"2020-10-05 10:54:45.000000+00:00\"], \"session_ids\": [\"59234927-b651-4613-b76f-3ca885736d63\", \"7b719919-9bc5-4cb1-a5fd-6254d1c5c5a2\", \"420272fa-6689-46dd-b50b-784560b950db\", \"46e619ff-6c55-43d7-b7da-e19577f7658a\", \"8965931b-cb2c-41c9-a79a-4c0eb3c07168\"], \"total_duration\": 2905.0, \"total_sessions\": 5, \"mean_week_duration\": 24.208}}, {\"64632\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-07-19 00:46:54.000000+00:00\", \"2023-03-18 04:16:39.000000+00:00\", \"2020-05-31 13:44:54.000000+00:00\", \"2023-05-08 01:09:54.000000+00:00\", \"2020-11-28 23:11:08.000000+00:00\"], \"session_ids\": [\"93888e89-e746-407f-b4cd-5273c3b57aca\", \"8b802e2b-67cc-43e6-8ad6-76d8196079dd\", \"f19b3658-c166-4431-bc01-26316f262c45\", \"670a4614-29a4-4705-90ae-f68fd679920d\", \"b17af20c-9f1e-4656-aa4b-27882fe444e9\"], \"total_duration\": 2484.0, \"total_sessions\": 5, \"mean_week_duration\": 16.235}}, {\"29426\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-03-12 10:05:56.000000+00:00\", \"2021-09-20 03:25:23.000000+00:00\", \"2019-08-21 06:04:00.000000+00:00\", \"2020-12-02 08:15:30.000000+00:00\", \"2023-04-16 06:48:15.000000+00:00\", \"2019-10-17 22:03:44.000000+00:00\", \"2022-12-05 03:10:24.000000+00:00\", \"2019-08-05 16:52:32.000000+00:00\", \"2020-12-13 01:51:38.000000+00:00\", \"2020-11-27 01:47:15.000000+00:00\"], \"session_ids\": [\"21961ea9-0ffa-41a6-9334-5e2bffac59d2\", \"2e9140df-d930-48fe-9da4-e5f7a5fb93c9\", \"00e60b57-787d-4bbe-90fd-ea098b852d42\", \"6d8fda48-25ef-4a5d-8840-a1b0d1efa2a3\", \"dc536a0c-d37f-48d9-bbef-2a9ce12e76f9\", \"8b83b74d-6bea-4f68-b815-282aaa7b7fd0\", \"d81381ce-0108-4bbf-bc36-fcf71cb9933f\", \"54ea7282-c04c-41f6-959e-5cf9ec4f6d6f\", \"7677aa4a-e055-415e-9f1e-3e42b5d01de6\", \"1043e010-e319-4284-8eae-cf5257c62077\"], \"total_duration\": 1450.0, \"total_sessions\": 10, \"mean_week_duration\": 7.513}}, {\"25484\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-04-01 05:04:33.000000+00:00\", \"2021-02-16 07:54:02.000000+00:00\", \"2019-02-07 12:16:06.000000+00:00\"], \"session_ids\": [\"40f19f37-9580-4809-b36c-052278ec9b3a\", \"93c12e73-4127-42f8-b84f-a480a0ef4444\", \"ed88aca6-f41d-479c-aea8-81b862a8b6c7\"], \"total_duration\": 369.0, \"total_sessions\": 3, \"mean_week_duration\": 3.481}}]\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[{\"17298\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-01-04 07:31:17.000000+00:00\", \"2022-04-17 16:31:17.000000+00:00\", \"2020-06-07 06:35:53.000000+00:00\", \"2021-08-04 15:31:28.000000+00:00\", \"2020-10-05 10:54:45.000000+00:00\"], \"session_ids\": [\"59234927-b651-4613-b76f-3ca885736d63\", \"7b719919-9bc5-4cb1-a5fd-6254d1c5c5a2\", \"420272fa-6689-46dd-b50b-784560b950db\", \"46e619ff-6c55-43d7-b7da-e19577f7658a\", \"8965931b-cb2c-41c9-a79a-4c0eb3c07168\"], \"total_duration\": 2905.0, \"total_sessions\": 5, \"mean_week_duration\": 24.208}}, {\"64632\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-07-19 00:46:54.000000+00:00\", \"2023-03-18 04:16:39.000000+00:00\", \"2020-05-31 13:44:54.000000+00:00\", \"2023-05-08 01:09:54.000000+00:00\", \"2020-11-28 23:11:08.000000+00:00\"], \"session_ids\": [\"93888e89-e746-407f-b4cd-5273c3b57aca\", \"8b802e2b-67cc-43e6-8ad6-76d8196079dd\", \"f19b3658-c166-4431-bc01-26316f262c45\", \"670a4614-29a4-4705-90ae-f68fd679920d\", \"b17af20c-9f1e-4656-aa4b-27882fe444e9\"], \"total_duration\": 2484.0, \"total_sessions\": 5, \"mean_week_duration\": 16.235}}, {\"29426\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-03-12 10:05:56.000000+00:00\", \"2021-09-20 03:25:23.000000+00:00\", \"2019-08-21 06:04:00.000000+00:00\", \"2020-12-02 08:15:30.000000+00:00\", \"2023-04-16 06:48:15.000000+00:00\", \"2019-10-17 22:03:44.000000+00:00\", \"2022-12-05 03:10:24.000000+00:00\", \"2019-08-05 16:52:32.000000+00:00\", \"2020-12-13 01:51:38.000000+00:00\", \"2020-11-27 01:47:15.000000+00:00\"], \"session_ids\": [\"21961ea9-0ffa-41a6-9334-5e2bffac59d2\", \"2e9140df-d930-48fe-9da4-e5f7a5fb93c9\", \"00e60b57-787d-4bbe-90fd-ea098b852d42\", \"6d8fda48-25ef-4a5d-8840-a1b0d1efa2a3\", \"dc536a0c-d37f-48d9-bbef-2a9ce12e76f9\", \"8b83b74d-6bea-4f68-b815-282aaa7b7fd0\", \"d81381ce-0108-4bbf-bc36-fcf71cb9933f\", \"54ea7282-c04c-41f6-959e-5cf9ec4f6d6f\", \"7677aa4a-e055-415e-9f1e-3e42b5d01de6\", \"1043e010-e319-4284-8eae-cf5257c62077\"], \"total_duration\": 1450.0, \"total_sessions\": 10, \"mean_week_duration\": 7.513}}, {\"25484\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-04-01 05:04:33.000000+00:00\", \"2021-02-16 07:54:02.000000+00:00\", \"2019-02-07 12:16:06.000000+00:00\"], \"session_ids\": [\"40f19f37-9580-4809-b36c-052278ec9b3a\", \"93c12e73-4127-42f8-b84f-a480a0ef4444\", \"ed88aca6-f41d-479c-aea8-81b862a8b6c7\"], \"total_duration\": 369.0, \"total_sessions\": 3, \"mean_week_duration\": 3.481}}]\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[{\"17298\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-01-04 07:31:17.000000+00:00\", \"2022-04-17 16:31:17.000000+00:00\", \"2020-06-07 06:35:53.000000+00:00\", \"2021-08-04 15:31:28.000000+00:00\", \"2020-10-05 10:54:45.000000+00:00\"], \"session_ids\": [\"59234927-b651-4613-b76f-3ca885736d63\", \"7b719919-9bc5-4cb1-a5fd-6254d1c5c5a2\", \"420272fa-6689-46dd-b50b-784560b950db\", \"46e619ff-6c55-43d7-b7da-e19577f7658a\", \"8965931b-cb2c-41c9-a79a-4c0eb3c07168\"], \"total_duration\": 2905.0, \"total_sessions\": 5, \"mean_week_duration\": 24.208}}, {\"64632\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-07-19 00:46:54.000000+00:00\", \"2023-03-18 04:16:39.000000+00:00\", \"2020-05-31 13:44:54.000000+00:00\", \"2023-05-08 01:09:54.000000+00:00\", \"2020-11-28 23:11:08.000000+00:00\"], \"session_ids\": [\"93888e89-e746-407f-b4cd-5273c3b57aca\", \"8b802e2b-67cc-43e6-8ad6-76d8196079dd\", \"f19b3658-c166-4431-bc01-26316f262c45\", \"670a4614-29a4-4705-90ae-f68fd679920d\", \"b17af20c-9f1e-4656-aa4b-27882fe444e9\"], \"total_duration\": 2484.0, \"total_sessions\": 5, \"mean_week_duration\": 16.235}}, {\"29426\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-03-12 10:05:56.000000+00:00\", \"2021-09-20 03:25:23.000000+00:00\", \"2019-08-21 06:04:00.000000+00:00\", \"2020-12-02 08:15:30.000000+00:00\", \"2023-04-16 06:48:15.000000+00:00\", \"2019-10-17 22:03:44.000000+00:00\", \"2022-12-05 03:10:24.000000+00:00\", \"2019-08-05 16:52:32.000000+00:00\", \"2020-12-13 01:51:38.000000+00:00\", \"2020-11-27 01:47:15.000000+00:00\"], \"session_ids\": [\"21961ea9-0ffa-41a6-9334-5e2bffac59d2\", \"2e9140df-d930-48fe-9da4-e5f7a5fb93c9\", \"00e60b57-787d-4bbe-90fd-ea098b852d42\", \"6d8fda48-25ef-4a5d-8840-a1b0d1efa2a3\", \"dc536a0c-d37f-48d9-bbef-2a9ce12e76f9\", \"8b83b74d-6bea-4f68-b815-282aaa7b7fd0\", \"d81381ce-0108-4bbf-bc36-fcf71cb9933f\", \"54ea7282-c04c-41f6-959e-5cf9ec4f6d6f\", \"7677aa4a-e055-415e-9f1e-3e42b5d01de6\", \"1043e010-e319-4284-8eae-cf5257c62077\"], \"total_duration\": 1450.0, \"total_sessions\": 10, \"mean_week_duration\": 7.513}}, {\"25484\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-04-01 05:04:33.000000+00:00\", \"2021-02-16 07:54:02.000000+00:00\", \"2019-02-07 12:16:06.000000+00:00\"], \"session_ids\": [\"40f19f37-9580-4809-b36c-052278ec9b3a\", \"93c12e73-4127-42f8-b84f-a480a0ef4444\", \"ed88aca6-f41d-479c-aea8-81b862a8b6c7\"], \"total_duration\": 369.0, \"total_sessions\": 3, \"mean_week_duration\": 3.481}}]\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[{\"17298\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-01-04 07:31:17.000000+00:00\", \"2022-04-17 16:31:17.000000+00:00\", \"2020-06-07 06:35:53.000000+00:00\", \"2021-08-04 15:31:28.000000+00:00\", \"2020-10-05 10:54:45.000000+00:00\"], \"session_ids\": [\"59234927-b651-4613-b76f-3ca885736d63\", \"7b719919-9bc5-4cb1-a5fd-6254d1c5c5a2\", \"420272fa-6689-46dd-b50b-784560b950db\", \"46e619ff-6c55-43d7-b7da-e19577f7658a\", \"8965931b-cb2c-41c9-a79a-4c0eb3c07168\"], \"total_duration\": 2905.0, \"total_sessions\": 5, \"mean_week_duration\": 24.208}}, {\"64632\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-07-19 00:46:54.000000+00:00\", \"2023-03-18 04:16:39.000000+00:00\", \"2020-05-31 13:44:54.000000+00:00\", \"2023-05-08 01:09:54.000000+00:00\", \"2020-11-28 23:11:08.000000+00:00\"], \"session_ids\": [\"93888e89-e746-407f-b4cd-5273c3b57aca\", \"8b802e2b-67cc-43e6-8ad6-76d8196079dd\", \"f19b3658-c166-4431-bc01-26316f262c45\", \"670a4614-29a4-4705-90ae-f68fd679920d\", \"b17af20c-9f1e-4656-aa4b-27882fe444e9\"], \"total_duration\": 2484.0, \"total_sessions\": 5, \"mean_week_duration\": 16.235}}, {\"29426\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-03-12 10:05:56.000000+00:00\", \"2021-09-20 03:25:23.000000+00:00\", \"2019-08-21 06:04:00.000000+00:00\", \"2020-12-02 08:15:30.000000+00:00\", \"2023-04-16 06:48:15.000000+00:00\", \"2019-10-17 22:03:44.000000+00:00\", \"2022-12-05 03:10:24.000000+00:00\", \"2019-08-05 16:52:32.000000+00:00\", \"2020-12-13 01:51:38.000000+00:00\", \"2020-11-27 01:47:15.000000+00:00\"], \"session_ids\": [\"21961ea9-0ffa-41a6-9334-5e2bffac59d2\", \"2e9140df-d930-48fe-9da4-e5f7a5fb93c9\", \"00e60b57-787d-4bbe-90fd-ea098b852d42\", \"6d8fda48-25ef-4a5d-8840-a1b0d1efa2a3\", \"dc536a0c-d37f-48d9-bbef-2a9ce12e76f9\", \"8b83b74d-6bea-4f68-b815-282aaa7b7fd0\", \"d81381ce-0108-4bbf-bc36-fcf71cb9933f\", \"54ea7282-c04c-41f6-959e-5cf9ec4f6d6f\", \"7677aa4a-e055-415e-9f1e-3e42b5d01de6\", \"1043e010-e319-4284-8eae-cf5257c62077\"], \"total_duration\": 1450.0, \"total_sessions\": 10, \"mean_week_duration\": 7.513}}, {\"25484\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-04-01 05:04:33.000000+00:00\", \"2021-02-16 07:54:02.000000+00:00\", \"2019-02-07 12:16:06.000000+00:00\"], \"session_ids\": [\"40f19f37-9580-4809-b36c-052278ec9b3a\", \"93c12e73-4127-42f8-b84f-a480a0ef4444\", \"ed88aca6-f41d-479c-aea8-81b862a8b6c7\"], \"total_duration\": 369.0, \"total_sessions\": 3, \"mean_week_duration\": 3.481}}]\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 whose duration of sessions per week is strictly bigger than 17 in addition apply sorting by town title 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{\"17944\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-05-17 23:50:56.000000+00:00\", \"2021-08-30 16:48:21.000000+00:00\", \"2023-03-16 08:11:47.000000+00:00\", \"2020-04-05 13:31:46.000000+00:00\"], \"session_ids\": [\"21ab7d6e-c52c-46f3-9bef-ecbdb5b17fe9\", \"9d275ac5-7ab1-4229-a3e2-1c6a49a73d73\", \"448ce1b5-d39a-4ea5-9ed7-dcad34928b91\", \"07f5345d-b3a3-40a7-853d-df2e2cafa131\"], \"total_duration\": 829.0, \"total_sessions\": 4, \"mean_week_duration\": 5.383}, \"56886\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-07-01 20:32:04.000000+00:00\", \"2022-06-11 00:35:59.000000+00:00\"], \"session_ids\": [\"b96bbe1f-2ca3-450f-9b20-7554a4885907\", \"91982f2b-fb45-4977-b8ef-3bec37754ce5\"], \"total_duration\": 338.0, \"total_sessions\": 2, \"mean_week_duration\": 112.667}, \"1619\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-08-15 07:22:01.000000+00:00\", \"2021-10-12 06:29:36.000000+00:00\"], \"session_ids\": [\"f728fc14-a2c2-4928-be20-7f74f32efd24\", \"743d7675-7406-4a05-acaf-2d07f7610c4b\"], \"total_duration\": 451.0, \"total_sessions\": 2, \"mean_week_duration\": 10.25}, \"55597\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-07-27 09:04:52.000000+00:00\", \"2021-01-29 18:52:00.000000+00:00\", \"2021-05-09 21:00:15.000000+00:00\"], \"session_ids\": [\"98ba8e4f-f2f9-498d-b15c-15b5de292579\", \"6964c25a-4d0f-467e-ac8e-b30c0379a4f1\", \"57f24685-b447-4413-98eb-70ff292fd160\"], \"total_duration\": 1078.0, \"total_sessions\": 3, \"mean_week_duration\": 13.821}, \"31781\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-20 22:44:06.000000+00:00\", \"2021-08-09 18:56:49.000000+00:00\"], \"session_ids\": [\"d3a55f22-4720-4f9d-b6f8-8047eec52683\", \"5b0e2a38-48f9-4e9b-83ab-6761d8b66e10\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 19.667}, \"17278\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-08-07 05:19:38.000000+00:00\", \"2021-03-19 02:28:56.000000+00:00\", \"2019-10-15 09:07:16.000000+00:00\", \"2019-07-21 13:39:37.000000+00:00\"], \"session_ids\": [\"ad77f985-b545-4631-a362-8b7e4cda52d5\", \"c759b903-26e3-40db-b068-188c0c8750eb\", \"4b823b6b-ea90-40ce-af34-a512f4a6ab3d\", \"27e971e0-4feb-4303-8cf6-5638f057e75c\"], \"total_duration\": 1709.0, \"total_sessions\": 4, \"mean_week_duration\": 19.644}, \"40292\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-03-19 20:04:41.000000+00:00\", \"2021-07-20 09:41:14.000000+00:00\", \"2019-04-28 16:50:46.000000+00:00\", \"2023-02-14 14:10:46.000000+00:00\", \"2022-08-28 00:34:16.000000+00:00\", \"2021-05-19 03:10:53.000000+00:00\", \"2021-10-01 07:11:33.000000+00:00\", \"2021-07-08 12:01:36.000000+00:00\", \"2021-11-26 08:44:51.000000+00:00\", \"2022-07-22 16:05:35.000000+00:00\"], \"session_ids\": [\"dce7c8c0-c1b1-4587-b76f-96d64bb24247\", \"a61d438a-f985-45e9-bd5a-ea3eec384af5\", \"ab9a85fd-ae3f-4a33-ab78-7492f483a80a\", \"680d5ad8-40f3-4a36-b103-58120094bda4\", \"ceff96a8-0a71-4d13-bfbb-ea26f3a97af8\", \"5b481387-371f-4f30-aad7-d5123bc7e51c\", \"1f283f03-151c-48f0-9606-68b55568d5c7\", \"26446030-6f53-4af2-9e12-7af651e21f31\", \"5942be8e-0a8a-4298-b28d-6bb8e174addf\", \"c61efb00-ba02-495d-8023-6fef0d6d6e65\"], \"total_duration\": 4009.0, \"total_sessions\": 10, \"mean_week_duration\": 20.146}, \"94178\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-08-26 05:13:29.000000+00:00\", \"2021-11-07 22:35:50.000000+00:00\"], \"session_ids\": [\"6b40780e-862c-475f-9fa5-47ef98118148\", \"275b7f04-f12c-456e-8dea-da31c308216f\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 4.182}, \"84848\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-02-05 22:02:05.000000+00:00\", \"2020-08-11 06:12:48.000000+00:00\", \"2020-07-02 17:06:35.000000+00:00\"], \"session_ids\": [\"308d7540-6cf5-4025-9f88-b07e934733cb\", \"178c83d8-e322-4e9b-8502-411f81559a32\", \"256af8df-9a3a-41e4-a39f-778523b997cb\"], \"total_duration\": 449.0, \"total_sessions\": 3, \"mean_week_duration\": 16.63}, \"21622\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-11-01 21:02:33.000000+00:00\", \"2020-03-07 09:10:55.000000+00:00\"], \"session_ids\": [\"5d4ccc01-15fd-4052-bd7d-428dea0b43b0\", \"eab321f3-ccea-4e25-946a-f5fdeeceee62\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 0.908}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are greater than 17"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\"]]}, \"all_values\": {\"mean_week_duration\": [[17, 45]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"56886\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-07-01 20:32:04.000000+00:00\", \"2022-06-11 00:35:59.000000+00:00\"], \"session_ids\": [\"b96bbe1f-2ca3-450f-9b20-7554a4885907\", \"91982f2b-fb45-4977-b8ef-3bec37754ce5\"], \"total_duration\": 338.0, \"total_sessions\": 2, \"mean_week_duration\": 112.667}, \"31781\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-20 22:44:06.000000+00:00\", \"2021-08-09 18:56:49.000000+00:00\"], \"session_ids\": [\"d3a55f22-4720-4f9d-b6f8-8047eec52683\", \"5b0e2a38-48f9-4e9b-83ab-6761d8b66e10\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 19.667}, \"17278\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-08-07 05:19:38.000000+00:00\", \"2021-03-19 02:28:56.000000+00:00\", \"2019-10-15 09:07:16.000000+00:00\", \"2019-07-21 13:39:37.000000+00:00\"], \"session_ids\": [\"ad77f985-b545-4631-a362-8b7e4cda52d5\", \"c759b903-26e3-40db-b068-188c0c8750eb\", \"4b823b6b-ea90-40ce-af34-a512f4a6ab3d\", \"27e971e0-4feb-4303-8cf6-5638f057e75c\"], \"total_duration\": 1709.0, \"total_sessions\": 4, \"mean_week_duration\": 19.644}, \"40292\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-03-19 20:04:41.000000+00:00\", \"2021-07-20 09:41:14.000000+00:00\", \"2019-04-28 16:50:46.000000+00:00\", \"2023-02-14 14:10:46.000000+00:00\", \"2022-08-28 00:34:16.000000+00:00\", \"2021-05-19 03:10:53.000000+00:00\", \"2021-10-01 07:11:33.000000+00:00\", \"2021-07-08 12:01:36.000000+00:00\", \"2021-11-26 08:44:51.000000+00:00\", \"2022-07-22 16:05:35.000000+00:00\"], \"session_ids\": [\"dce7c8c0-c1b1-4587-b76f-96d64bb24247\", \"a61d438a-f985-45e9-bd5a-ea3eec384af5\", \"ab9a85fd-ae3f-4a33-ab78-7492f483a80a\", \"680d5ad8-40f3-4a36-b103-58120094bda4\", \"ceff96a8-0a71-4d13-bfbb-ea26f3a97af8\", \"5b481387-371f-4f30-aad7-d5123bc7e51c\", \"1f283f03-151c-48f0-9606-68b55568d5c7\", \"26446030-6f53-4af2-9e12-7af651e21f31\", \"5942be8e-0a8a-4298-b28d-6bb8e174addf\", \"c61efb00-ba02-495d-8023-6fef0d6d6e65\"], \"total_duration\": 4009.0, \"total_sessions\": 10, \"mean_week_duration\": 20.146}}\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[{\"40292\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-03-19 20:04:41.000000+00:00\", \"2021-07-20 09:41:14.000000+00:00\", \"2019-04-28 16:50:46.000000+00:00\", \"2023-02-14 14:10:46.000000+00:00\", \"2022-08-28 00:34:16.000000+00:00\", \"2021-05-19 03:10:53.000000+00:00\", \"2021-10-01 07:11:33.000000+00:00\", \"2021-07-08 12:01:36.000000+00:00\", \"2021-11-26 08:44:51.000000+00:00\", \"2022-07-22 16:05:35.000000+00:00\"], \"session_ids\": [\"dce7c8c0-c1b1-4587-b76f-96d64bb24247\", \"a61d438a-f985-45e9-bd5a-ea3eec384af5\", \"ab9a85fd-ae3f-4a33-ab78-7492f483a80a\", \"680d5ad8-40f3-4a36-b103-58120094bda4\", \"ceff96a8-0a71-4d13-bfbb-ea26f3a97af8\", \"5b481387-371f-4f30-aad7-d5123bc7e51c\", \"1f283f03-151c-48f0-9606-68b55568d5c7\", \"26446030-6f53-4af2-9e12-7af651e21f31\", \"5942be8e-0a8a-4298-b28d-6bb8e174addf\", \"c61efb00-ba02-495d-8023-6fef0d6d6e65\"], \"total_duration\": 4009.0, \"total_sessions\": 10, \"mean_week_duration\": 20.146}}, {\"17278\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-08-07 05:19:38.000000+00:00\", \"2021-03-19 02:28:56.000000+00:00\", \"2019-10-15 09:07:16.000000+00:00\", \"2019-07-21 13:39:37.000000+00:00\"], \"session_ids\": [\"ad77f985-b545-4631-a362-8b7e4cda52d5\", \"c759b903-26e3-40db-b068-188c0c8750eb\", \"4b823b6b-ea90-40ce-af34-a512f4a6ab3d\", \"27e971e0-4feb-4303-8cf6-5638f057e75c\"], \"total_duration\": 1709.0, \"total_sessions\": 4, \"mean_week_duration\": 19.644}}, {\"56886\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-07-01 20:32:04.000000+00:00\", \"2022-06-11 00:35:59.000000+00:00\"], \"session_ids\": [\"b96bbe1f-2ca3-450f-9b20-7554a4885907\", \"91982f2b-fb45-4977-b8ef-3bec37754ce5\"], \"total_duration\": 338.0, \"total_sessions\": 2, \"mean_week_duration\": 112.667}}, {\"31781\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-20 22:44:06.000000+00:00\", \"2021-08-09 18:56:49.000000+00:00\"], \"session_ids\": [\"d3a55f22-4720-4f9d-b6f8-8047eec52683\", \"5b0e2a38-48f9-4e9b-83ab-6761d8b66e10\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 19.667}}]\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[{\"40292\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-03-19 20:04:41.000000+00:00\", \"2021-07-20 09:41:14.000000+00:00\", \"2019-04-28 16:50:46.000000+00:00\", \"2023-02-14 14:10:46.000000+00:00\", \"2022-08-28 00:34:16.000000+00:00\", \"2021-05-19 03:10:53.000000+00:00\", \"2021-10-01 07:11:33.000000+00:00\", \"2021-07-08 12:01:36.000000+00:00\", \"2021-11-26 08:44:51.000000+00:00\", \"2022-07-22 16:05:35.000000+00:00\"], \"session_ids\": [\"dce7c8c0-c1b1-4587-b76f-96d64bb24247\", \"a61d438a-f985-45e9-bd5a-ea3eec384af5\", \"ab9a85fd-ae3f-4a33-ab78-7492f483a80a\", \"680d5ad8-40f3-4a36-b103-58120094bda4\", \"ceff96a8-0a71-4d13-bfbb-ea26f3a97af8\", \"5b481387-371f-4f30-aad7-d5123bc7e51c\", \"1f283f03-151c-48f0-9606-68b55568d5c7\", \"26446030-6f53-4af2-9e12-7af651e21f31\", \"5942be8e-0a8a-4298-b28d-6bb8e174addf\", \"c61efb00-ba02-495d-8023-6fef0d6d6e65\"], \"total_duration\": 4009.0, \"total_sessions\": 10, \"mean_week_duration\": 20.146}}, {\"17278\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-08-07 05:19:38.000000+00:00\", \"2021-03-19 02:28:56.000000+00:00\", \"2019-10-15 09:07:16.000000+00:00\", \"2019-07-21 13:39:37.000000+00:00\"], \"session_ids\": [\"ad77f985-b545-4631-a362-8b7e4cda52d5\", \"c759b903-26e3-40db-b068-188c0c8750eb\", \"4b823b6b-ea90-40ce-af34-a512f4a6ab3d\", \"27e971e0-4feb-4303-8cf6-5638f057e75c\"], \"total_duration\": 1709.0, \"total_sessions\": 4, \"mean_week_duration\": 19.644}}]\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[{\"40292\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-03-19 20:04:41.000000+00:00\", \"2021-07-20 09:41:14.000000+00:00\", \"2019-04-28 16:50:46.000000+00:00\", \"2023-02-14 14:10:46.000000+00:00\", \"2022-08-28 00:34:16.000000+00:00\", \"2021-05-19 03:10:53.000000+00:00\", \"2021-10-01 07:11:33.000000+00:00\", \"2021-07-08 12:01:36.000000+00:00\", \"2021-11-26 08:44:51.000000+00:00\", \"2022-07-22 16:05:35.000000+00:00\"], \"session_ids\": [\"dce7c8c0-c1b1-4587-b76f-96d64bb24247\", \"a61d438a-f985-45e9-bd5a-ea3eec384af5\", \"ab9a85fd-ae3f-4a33-ab78-7492f483a80a\", \"680d5ad8-40f3-4a36-b103-58120094bda4\", \"ceff96a8-0a71-4d13-bfbb-ea26f3a97af8\", \"5b481387-371f-4f30-aad7-d5123bc7e51c\", \"1f283f03-151c-48f0-9606-68b55568d5c7\", \"26446030-6f53-4af2-9e12-7af651e21f31\", \"5942be8e-0a8a-4298-b28d-6bb8e174addf\", \"c61efb00-ba02-495d-8023-6fef0d6d6e65\"], \"total_duration\": 4009.0, \"total_sessions\": 10, \"mean_week_duration\": 20.146}}, {\"17278\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-08-07 05:19:38.000000+00:00\", \"2021-03-19 02:28:56.000000+00:00\", \"2019-10-15 09:07:16.000000+00:00\", \"2019-07-21 13:39:37.000000+00:00\"], \"session_ids\": [\"ad77f985-b545-4631-a362-8b7e4cda52d5\", \"c759b903-26e3-40db-b068-188c0c8750eb\", \"4b823b6b-ea90-40ce-af34-a512f4a6ab3d\", \"27e971e0-4feb-4303-8cf6-5638f057e75c\"], \"total_duration\": 1709.0, \"total_sessions\": 4, \"mean_week_duration\": 19.644}}]\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 3 users whose total duration less than 1210 and greater than 3700 + perform sorting by time in app 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{\"63085\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-04-28 16:47:58.000000+00:00\", \"2019-05-03 18:18:27.000000+00:00\", \"2020-10-30 09:14:51.000000+00:00\"], \"session_ids\": [\"104a4085-8ef2-4640-9911-f839edcb84e7\", \"88b3c964-9fed-4e41-8174-8a01e1c6f45e\", \"1ee240a9-bf61-43d1-9084-00e81f95f7e1\"], \"total_duration\": 288.0, \"total_sessions\": 3, \"mean_week_duration\": 3.692}, \"42553\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-12 09:51:42.000000+00:00\", \"2021-07-29 23:27:46.000000+00:00\"], \"session_ids\": [\"04cc5b21-14bd-42f1-95c8-cb07f90f6746\", \"874a5fac-9405-4562-9217-d2304661390a\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.778}, \"63421\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-06-22 14:04:34.000000+00:00\", \"2020-07-29 02:09:34.000000+00:00\", \"2021-08-02 06:29:06.000000+00:00\", \"2019-03-09 07:32:07.000000+00:00\"], \"session_ids\": [\"fe5096af-ec5e-47a3-9b68-bc6528841b97\", \"b904ff87-c2a4-4f81-a63e-bbf9f4b38833\", \"dff9b4fd-f0b5-4f53-946d-a1ef28ec4bdf\", \"0583a857-4053-4723-bf88-9d134e20440c\"], \"total_duration\": 611.0, \"total_sessions\": 4, \"mean_week_duration\": 2.728}, \"35093\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-15 23:15:49.000000+00:00\", \"2021-02-11 20:29:14.000000+00:00\", \"2020-10-19 06:31:21.000000+00:00\"], \"session_ids\": [\"b61b8a3f-f64e-42f0-8cb1-d306f0605b5d\", \"e65da7ab-482c-426a-b6a5-9577836bfe4e\", \"fff736ec-a04f-49d7-9def-35e9aabcfb11\"], \"total_duration\": 94.0, \"total_sessions\": 3, \"mean_week_duration\": 2.686}, \"16106\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-12-03 01:45:14.000000+00:00\", \"2022-09-03 22:28:01.000000+00:00\", \"2023-05-12 09:24:30.000000+00:00\", \"2022-02-21 13:43:33.000000+00:00\", \"2021-10-02 03:00:13.000000+00:00\", \"2023-05-29 12:53:14.000000+00:00\", \"2023-06-09 17:03:25.000000+00:00\"], \"session_ids\": [\"5e1ea467-4ba5-4a5a-9a61-4f680c72d562\", \"be42c74d-5105-430c-bb50-a60258efd6f0\", \"5d906352-2c71-4f84-8495-f266cc9c5090\", \"2e98ee7f-5d33-4c64-8c21-8651267b9def\", \"4268e26f-ae7d-4acf-8c68-90ec3ffea66b\", \"f3ddf43d-12ee-4fb7-b971-88767fa12b03\", \"88bf3196-2693-4828-9ffe-171b0fa628d0\"], \"total_duration\": 1036.0, \"total_sessions\": 7, \"mean_week_duration\": 5.63}, \"68330\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-03-06 14:18:35.000000+00:00\", \"2019-05-15 19:54:03.000000+00:00\", \"2021-06-27 01:05:33.000000+00:00\", \"2019-03-20 00:19:09.000000+00:00\", \"2022-06-09 17:41:17.000000+00:00\"], \"session_ids\": [\"536eef3b-8b9a-458e-92f3-9a73112e30fd\", \"5e6328da-e09d-4b49-9440-3a2924256a05\", \"ab49311d-9fd3-4f18-a72a-d37a497b3622\", \"8adf3ae7-7377-4e54-b992-2a8af3a77abf\", \"6e488804-6946-44b2-8e8a-5a4a290d6a43\"], \"total_duration\": 74.0, \"total_sessions\": 5, \"mean_week_duration\": 0.438}, \"11061\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-06-01 21:48:56.000000+00:00\", \"2020-05-02 08:29:25.000000+00:00\"], \"session_ids\": [\"00707c69-3524-4e83-beb9-c3f9cd4a558f\", \"0d90d98e-8d62-46f8-a8a4-755c9fc5e6b4\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 1.583}, \"54136\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-09-06 07:21:22.000000+00:00\", \"2019-12-12 18:57:40.000000+00:00\", \"2020-05-25 01:54:34.000000+00:00\", \"2020-10-21 16:02:47.000000+00:00\"], \"session_ids\": [\"6fad7cf4-0f22-43f6-a602-fca0b01a68e7\", \"45df73a8-caf3-4784-a2b5-3c05339f3531\", \"bdedb2e5-f8cf-4d3a-8ea7-e2903a5fe8d2\", \"519a2591-561e-48da-b7d5-f4a64d588967\"], \"total_duration\": 189.0, \"total_sessions\": 4, \"mean_week_duration\": 2.077}, \"62629\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-10-28 15:08:17.000000+00:00\", \"2019-02-10 23:51:49.000000+00:00\"], \"session_ids\": [\"eda65055-decd-4245-b780-41004370a2d8\", \"aa6ca7a3-1758-4b87-97a4-077a46a7e1f1\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 0.732}, \"23561\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-16 06:29:43.000000+00:00\", \"2020-12-27 19:05:12.000000+00:00\"], \"session_ids\": [\"bc47aedf-775e-4382-8eb2-039e1b1155c5\", \"2e23b3bd-e05a-483d-89cb-6735867fd5c4\"], \"total_duration\": 432.0, \"total_sessions\": 2, \"mean_week_duration\": 11.368}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or less than 1210 and are equal or greater than 3700"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"total_duration\": [[1210, 3700]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"63085\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-04-28 16:47:58.000000+00:00\", \"2019-05-03 18:18:27.000000+00:00\", \"2020-10-30 09:14:51.000000+00:00\"], \"session_ids\": [\"104a4085-8ef2-4640-9911-f839edcb84e7\", \"88b3c964-9fed-4e41-8174-8a01e1c6f45e\", \"1ee240a9-bf61-43d1-9084-00e81f95f7e1\"], \"total_duration\": 288.0, \"total_sessions\": 3, \"mean_week_duration\": 3.692}, \"42553\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-12 09:51:42.000000+00:00\", \"2021-07-29 23:27:46.000000+00:00\"], \"session_ids\": [\"04cc5b21-14bd-42f1-95c8-cb07f90f6746\", \"874a5fac-9405-4562-9217-d2304661390a\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.778}, \"63421\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-06-22 14:04:34.000000+00:00\", \"2020-07-29 02:09:34.000000+00:00\", \"2021-08-02 06:29:06.000000+00:00\", \"2019-03-09 07:32:07.000000+00:00\"], \"session_ids\": [\"fe5096af-ec5e-47a3-9b68-bc6528841b97\", \"b904ff87-c2a4-4f81-a63e-bbf9f4b38833\", \"dff9b4fd-f0b5-4f53-946d-a1ef28ec4bdf\", \"0583a857-4053-4723-bf88-9d134e20440c\"], \"total_duration\": 611.0, \"total_sessions\": 4, \"mean_week_duration\": 2.728}, \"35093\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-15 23:15:49.000000+00:00\", \"2021-02-11 20:29:14.000000+00:00\", \"2020-10-19 06:31:21.000000+00:00\"], \"session_ids\": [\"b61b8a3f-f64e-42f0-8cb1-d306f0605b5d\", \"e65da7ab-482c-426a-b6a5-9577836bfe4e\", \"fff736ec-a04f-49d7-9def-35e9aabcfb11\"], \"total_duration\": 94.0, \"total_sessions\": 3, \"mean_week_duration\": 2.686}, \"16106\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-12-03 01:45:14.000000+00:00\", \"2022-09-03 22:28:01.000000+00:00\", \"2023-05-12 09:24:30.000000+00:00\", \"2022-02-21 13:43:33.000000+00:00\", \"2021-10-02 03:00:13.000000+00:00\", \"2023-05-29 12:53:14.000000+00:00\", \"2023-06-09 17:03:25.000000+00:00\"], \"session_ids\": [\"5e1ea467-4ba5-4a5a-9a61-4f680c72d562\", \"be42c74d-5105-430c-bb50-a60258efd6f0\", \"5d906352-2c71-4f84-8495-f266cc9c5090\", \"2e98ee7f-5d33-4c64-8c21-8651267b9def\", \"4268e26f-ae7d-4acf-8c68-90ec3ffea66b\", \"f3ddf43d-12ee-4fb7-b971-88767fa12b03\", \"88bf3196-2693-4828-9ffe-171b0fa628d0\"], \"total_duration\": 1036.0, \"total_sessions\": 7, \"mean_week_duration\": 5.63}, \"68330\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-03-06 14:18:35.000000+00:00\", \"2019-05-15 19:54:03.000000+00:00\", \"2021-06-27 01:05:33.000000+00:00\", \"2019-03-20 00:19:09.000000+00:00\", \"2022-06-09 17:41:17.000000+00:00\"], \"session_ids\": [\"536eef3b-8b9a-458e-92f3-9a73112e30fd\", \"5e6328da-e09d-4b49-9440-3a2924256a05\", \"ab49311d-9fd3-4f18-a72a-d37a497b3622\", \"8adf3ae7-7377-4e54-b992-2a8af3a77abf\", \"6e488804-6946-44b2-8e8a-5a4a290d6a43\"], \"total_duration\": 74.0, \"total_sessions\": 5, \"mean_week_duration\": 0.438}, \"11061\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-06-01 21:48:56.000000+00:00\", \"2020-05-02 08:29:25.000000+00:00\"], \"session_ids\": [\"00707c69-3524-4e83-beb9-c3f9cd4a558f\", \"0d90d98e-8d62-46f8-a8a4-755c9fc5e6b4\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 1.583}, \"54136\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-09-06 07:21:22.000000+00:00\", \"2019-12-12 18:57:40.000000+00:00\", \"2020-05-25 01:54:34.000000+00:00\", \"2020-10-21 16:02:47.000000+00:00\"], \"session_ids\": [\"6fad7cf4-0f22-43f6-a602-fca0b01a68e7\", \"45df73a8-caf3-4784-a2b5-3c05339f3531\", \"bdedb2e5-f8cf-4d3a-8ea7-e2903a5fe8d2\", \"519a2591-561e-48da-b7d5-f4a64d588967\"], \"total_duration\": 189.0, \"total_sessions\": 4, \"mean_week_duration\": 2.077}, \"62629\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-10-28 15:08:17.000000+00:00\", \"2019-02-10 23:51:49.000000+00:00\"], \"session_ids\": [\"eda65055-decd-4245-b780-41004370a2d8\", \"aa6ca7a3-1758-4b87-97a4-077a46a7e1f1\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 0.732}, \"23561\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-16 06:29:43.000000+00:00\", \"2020-12-27 19:05:12.000000+00:00\"], \"session_ids\": [\"bc47aedf-775e-4382-8eb2-039e1b1155c5\", \"2e23b3bd-e05a-483d-89cb-6735867fd5c4\"], \"total_duration\": 432.0, \"total_sessions\": 2, \"mean_week_duration\": 11.368}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"16106\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-12-03 01:45:14.000000+00:00\", \"2022-09-03 22:28:01.000000+00:00\", \"2023-05-12 09:24:30.000000+00:00\", \"2022-02-21 13:43:33.000000+00:00\", \"2021-10-02 03:00:13.000000+00:00\", \"2023-05-29 12:53:14.000000+00:00\", \"2023-06-09 17:03:25.000000+00:00\"], \"session_ids\": [\"5e1ea467-4ba5-4a5a-9a61-4f680c72d562\", \"be42c74d-5105-430c-bb50-a60258efd6f0\", \"5d906352-2c71-4f84-8495-f266cc9c5090\", \"2e98ee7f-5d33-4c64-8c21-8651267b9def\", \"4268e26f-ae7d-4acf-8c68-90ec3ffea66b\", \"f3ddf43d-12ee-4fb7-b971-88767fa12b03\", \"88bf3196-2693-4828-9ffe-171b0fa628d0\"], \"total_duration\": 1036.0, \"total_sessions\": 7, \"mean_week_duration\": 5.63}}, {\"63421\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-06-22 14:04:34.000000+00:00\", \"2020-07-29 02:09:34.000000+00:00\", \"2021-08-02 06:29:06.000000+00:00\", \"2019-03-09 07:32:07.000000+00:00\"], \"session_ids\": [\"fe5096af-ec5e-47a3-9b68-bc6528841b97\", \"b904ff87-c2a4-4f81-a63e-bbf9f4b38833\", \"dff9b4fd-f0b5-4f53-946d-a1ef28ec4bdf\", \"0583a857-4053-4723-bf88-9d134e20440c\"], \"total_duration\": 611.0, \"total_sessions\": 4, \"mean_week_duration\": 2.728}}, {\"23561\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-16 06:29:43.000000+00:00\", \"2020-12-27 19:05:12.000000+00:00\"], \"session_ids\": [\"bc47aedf-775e-4382-8eb2-039e1b1155c5\", \"2e23b3bd-e05a-483d-89cb-6735867fd5c4\"], \"total_duration\": 432.0, \"total_sessions\": 2, \"mean_week_duration\": 11.368}}, {\"63085\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-04-28 16:47:58.000000+00:00\", \"2019-05-03 18:18:27.000000+00:00\", \"2020-10-30 09:14:51.000000+00:00\"], \"session_ids\": [\"104a4085-8ef2-4640-9911-f839edcb84e7\", \"88b3c964-9fed-4e41-8174-8a01e1c6f45e\", \"1ee240a9-bf61-43d1-9084-00e81f95f7e1\"], \"total_duration\": 288.0, \"total_sessions\": 3, \"mean_week_duration\": 3.692}}, {\"54136\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-09-06 07:21:22.000000+00:00\", \"2019-12-12 18:57:40.000000+00:00\", \"2020-05-25 01:54:34.000000+00:00\", \"2020-10-21 16:02:47.000000+00:00\"], \"session_ids\": [\"6fad7cf4-0f22-43f6-a602-fca0b01a68e7\", \"45df73a8-caf3-4784-a2b5-3c05339f3531\", \"bdedb2e5-f8cf-4d3a-8ea7-e2903a5fe8d2\", \"519a2591-561e-48da-b7d5-f4a64d588967\"], \"total_duration\": 189.0, \"total_sessions\": 4, \"mean_week_duration\": 2.077}}, {\"62629\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-10-28 15:08:17.000000+00:00\", \"2019-02-10 23:51:49.000000+00:00\"], \"session_ids\": [\"eda65055-decd-4245-b780-41004370a2d8\", \"aa6ca7a3-1758-4b87-97a4-077a46a7e1f1\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 0.732}}, {\"35093\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-15 23:15:49.000000+00:00\", \"2021-02-11 20:29:14.000000+00:00\", \"2020-10-19 06:31:21.000000+00:00\"], \"session_ids\": [\"b61b8a3f-f64e-42f0-8cb1-d306f0605b5d\", \"e65da7ab-482c-426a-b6a5-9577836bfe4e\", \"fff736ec-a04f-49d7-9def-35e9aabcfb11\"], \"total_duration\": 94.0, \"total_sessions\": 3, \"mean_week_duration\": 2.686}}, {\"11061\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-06-01 21:48:56.000000+00:00\", \"2020-05-02 08:29:25.000000+00:00\"], \"session_ids\": [\"00707c69-3524-4e83-beb9-c3f9cd4a558f\", \"0d90d98e-8d62-46f8-a8a4-755c9fc5e6b4\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 1.583}}, {\"68330\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-03-06 14:18:35.000000+00:00\", \"2019-05-15 19:54:03.000000+00:00\", \"2021-06-27 01:05:33.000000+00:00\", \"2019-03-20 00:19:09.000000+00:00\", \"2022-06-09 17:41:17.000000+00:00\"], \"session_ids\": [\"536eef3b-8b9a-458e-92f3-9a73112e30fd\", \"5e6328da-e09d-4b49-9440-3a2924256a05\", \"ab49311d-9fd3-4f18-a72a-d37a497b3622\", \"8adf3ae7-7377-4e54-b992-2a8af3a77abf\", \"6e488804-6946-44b2-8e8a-5a4a290d6a43\"], \"total_duration\": 74.0, \"total_sessions\": 5, \"mean_week_duration\": 0.438}}, {\"42553\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-12 09:51:42.000000+00:00\", \"2021-07-29 23:27:46.000000+00:00\"], \"session_ids\": [\"04cc5b21-14bd-42f1-95c8-cb07f90f6746\", \"874a5fac-9405-4562-9217-d2304661390a\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.778}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"16106\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-12-03 01:45:14.000000+00:00\", \"2022-09-03 22:28:01.000000+00:00\", \"2023-05-12 09:24:30.000000+00:00\", \"2022-02-21 13:43:33.000000+00:00\", \"2021-10-02 03:00:13.000000+00:00\", \"2023-05-29 12:53:14.000000+00:00\", \"2023-06-09 17:03:25.000000+00:00\"], \"session_ids\": [\"5e1ea467-4ba5-4a5a-9a61-4f680c72d562\", \"be42c74d-5105-430c-bb50-a60258efd6f0\", \"5d906352-2c71-4f84-8495-f266cc9c5090\", \"2e98ee7f-5d33-4c64-8c21-8651267b9def\", \"4268e26f-ae7d-4acf-8c68-90ec3ffea66b\", \"f3ddf43d-12ee-4fb7-b971-88767fa12b03\", \"88bf3196-2693-4828-9ffe-171b0fa628d0\"], \"total_duration\": 1036.0, \"total_sessions\": 7, \"mean_week_duration\": 5.63}}, {\"63421\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-06-22 14:04:34.000000+00:00\", \"2020-07-29 02:09:34.000000+00:00\", \"2021-08-02 06:29:06.000000+00:00\", \"2019-03-09 07:32:07.000000+00:00\"], \"session_ids\": [\"fe5096af-ec5e-47a3-9b68-bc6528841b97\", \"b904ff87-c2a4-4f81-a63e-bbf9f4b38833\", \"dff9b4fd-f0b5-4f53-946d-a1ef28ec4bdf\", \"0583a857-4053-4723-bf88-9d134e20440c\"], \"total_duration\": 611.0, \"total_sessions\": 4, \"mean_week_duration\": 2.728}}, {\"23561\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-16 06:29:43.000000+00:00\", \"2020-12-27 19:05:12.000000+00:00\"], \"session_ids\": [\"bc47aedf-775e-4382-8eb2-039e1b1155c5\", \"2e23b3bd-e05a-483d-89cb-6735867fd5c4\"], \"total_duration\": 432.0, \"total_sessions\": 2, \"mean_week_duration\": 11.368}}]\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[{\"16106\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-12-03 01:45:14.000000+00:00\", \"2022-09-03 22:28:01.000000+00:00\", \"2023-05-12 09:24:30.000000+00:00\", \"2022-02-21 13:43:33.000000+00:00\", \"2021-10-02 03:00:13.000000+00:00\", \"2023-05-29 12:53:14.000000+00:00\", \"2023-06-09 17:03:25.000000+00:00\"], \"session_ids\": [\"5e1ea467-4ba5-4a5a-9a61-4f680c72d562\", \"be42c74d-5105-430c-bb50-a60258efd6f0\", \"5d906352-2c71-4f84-8495-f266cc9c5090\", \"2e98ee7f-5d33-4c64-8c21-8651267b9def\", \"4268e26f-ae7d-4acf-8c68-90ec3ffea66b\", \"f3ddf43d-12ee-4fb7-b971-88767fa12b03\", \"88bf3196-2693-4828-9ffe-171b0fa628d0\"], \"total_duration\": 1036.0, \"total_sessions\": 7, \"mean_week_duration\": 5.63}}, {\"63421\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-06-22 14:04:34.000000+00:00\", \"2020-07-29 02:09:34.000000+00:00\", \"2021-08-02 06:29:06.000000+00:00\", \"2019-03-09 07:32:07.000000+00:00\"], \"session_ids\": [\"fe5096af-ec5e-47a3-9b68-bc6528841b97\", \"b904ff87-c2a4-4f81-a63e-bbf9f4b38833\", \"dff9b4fd-f0b5-4f53-946d-a1ef28ec4bdf\", \"0583a857-4053-4723-bf88-9d134e20440c\"], \"total_duration\": 611.0, \"total_sessions\": 4, \"mean_week_duration\": 2.728}}, {\"23561\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-16 06:29:43.000000+00:00\", \"2020-12-27 19:05:12.000000+00:00\"], \"session_ids\": [\"bc47aedf-775e-4382-8eb2-039e1b1155c5\", \"2e23b3bd-e05a-483d-89cb-6735867fd5c4\"], \"total_duration\": 432.0, \"total_sessions\": 2, \"mean_week_duration\": 11.368}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about 3 users with a mean_week_duration that is higher than 10 and lower than 27, exclusive 10 and carry out sorting by time using the app ascending additionaly save only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"80303\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-30 07:20:50.000000+00:00\", \"2022-12-09 05:46:04.000000+00:00\"], \"session_ids\": [\"db7c348f-851a-4f4e-9048-68e1099d4493\", \"6f8aed3e-4723-4883-9de8-a63a1d0801fb\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 7.688}, \"99722\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-07-16 00:01:28.000000+00:00\", \"2021-01-03 14:46:34.000000+00:00\", \"2019-07-05 05:57:41.000000+00:00\"], \"session_ids\": [\"8b19f6e4-94d6-40fa-a072-e6c7a0c681e7\", \"7d4ee94e-e15b-4d2f-86e0-64cb79240c60\", \"2a8f5def-aa9d-4bf3-a759-3e10325822fc\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.208}, \"28062\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-04-28 15:34:42.000000+00:00\", \"2019-06-25 10:43:42.000000+00:00\"], \"session_ids\": [\"1b895dad-7f46-4dec-bc26-84d4a8f970ca\", \"46edbaca-6ab5-4f9b-bc04-b172098c34ad\"], \"total_duration\": 467.0, \"total_sessions\": 2, \"mean_week_duration\": 51.889}, \"41654\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-04-01 12:53:04.000000+00:00\", \"2022-06-13 15:59:08.000000+00:00\", \"2022-11-30 20:11:22.000000+00:00\", \"2019-09-23 22:08:21.000000+00:00\"], \"session_ids\": [\"8ba84f12-3a01-4339-91b2-f36de7c1cb78\", \"a7619903-d49f-4afe-bc97-19e8bf8610a0\", \"853435d4-cebf-44d6-ae08-0a80ef1bb6dc\", \"c791a5fa-251a-42e8-b6ef-0d98be25c185\"], \"total_duration\": 826.0, \"total_sessions\": 4, \"mean_week_duration\": 4.946}, \"3111\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"New York City\", \"datetimes\": [\"2021-06-30 02:43:28.000000+00:00\", \"2019-01-16 21:41:46.000000+00:00\"], \"session_ids\": [\"7f4e72b8-79b1-4538-8914-cd0dc987c8ae\", \"b2d98b5b-c1d6-4c5a-bbc2-0f80e73aa597\"], \"total_duration\": 148.0, \"total_sessions\": 2, \"mean_week_duration\": 1.156}, \"81793\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-04-04 14:16:02.000000+00:00\", \"2021-05-06 09:26:49.000000+00:00\"], \"session_ids\": [\"8d7ab76e-5898-4bd8-8612-340ffef2a712\", \"a3d79f61-4cff-478f-89c6-06ad23901258\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 25.8}, \"89942\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-07-31 07:36:58.000000+00:00\", \"2022-09-21 11:51:47.000000+00:00\"], \"session_ids\": [\"b2a8b138-f5b7-4b06-b56d-5da43f63e404\", \"fb130def-52fe-4a37-b6c6-b2d7de0b2434\"], \"total_duration\": 275.0, \"total_sessions\": 2, \"mean_week_duration\": 4.583}, \"36844\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 4, \"Change Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-11-03 21:41:54.000000+00:00\", \"2021-02-14 02:35:57.000000+00:00\", \"2020-08-08 18:44:58.000000+00:00\"], \"session_ids\": [\"f5ab2e0c-83ff-4f05-9323-c3e05779a5ca\", \"de6216d1-e1eb-4ca2-9e5c-d98179672956\", \"803fc74a-6454-4cb3-b1b1-95c2d930507a\"], \"total_duration\": 626.0, \"total_sessions\": 3, \"mean_week_duration\": 5.35}, \"74820\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-09-27 07:56:33.000000+00:00\", \"2019-06-11 21:24:54.000000+00:00\"], \"session_ids\": [\"a46995da-5f47-4790-bdbe-cbb80db99fcd\", \"d1abab49-f8c9-4bb8-9e75-bfaf64740ee4\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 1.837}, \"99656\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2020-04-03 12:56:23.000000+00:00\", \"2020-02-16 10:50:22.000000+00:00\"], \"session_ids\": [\"c2a3c9bc-ce0a-4add-960e-73cb7737af15\", \"b9b16782-6537-4eee-8884-6ca968de18c5\"], \"total_duration\": 360.0, \"total_sessions\": 2, \"mean_week_duration\": 51.429}}\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 10 and are equal or less than 27"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[10, 27]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"81793\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-04-04 14:16:02.000000+00:00\", \"2021-05-06 09:26:49.000000+00:00\"], \"session_ids\": [\"8d7ab76e-5898-4bd8-8612-340ffef2a712\", \"a3d79f61-4cff-478f-89c6-06ad23901258\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 25.8}}\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[{\"81793\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-04-04 14:16:02.000000+00:00\", \"2021-05-06 09:26:49.000000+00:00\"], \"session_ids\": [\"8d7ab76e-5898-4bd8-8612-340ffef2a712\", \"a3d79f61-4cff-478f-89c6-06ad23901258\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 25.8}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"81793\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-04-04 14:16:02.000000+00:00\", \"2021-05-06 09:26:49.000000+00:00\"], \"session_ids\": [\"8d7ab76e-5898-4bd8-8612-340ffef2a712\", \"a3d79f61-4cff-478f-89c6-06ad23901258\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 25.8}}]\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[{\"81793\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-04-04 14:16:02.000000+00:00\", \"2021-05-06 09:26:49.000000+00:00\"], \"session_ids\": [\"8d7ab76e-5898-4bd8-8612-340ffef2a712\", \"a3d79f61-4cff-478f-89c6-06ad23901258\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 25.8}}]\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 user who is residing in city Buenos Aires plus sort by overall sessions count desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"54005\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-12-12 18:47:58.000000+00:00\", \"2020-08-20 17:54:27.000000+00:00\", \"2019-07-05 18:03:33.000000+00:00\", \"2022-12-30 12:21:58.000000+00:00\", \"2020-07-18 13:22:50.000000+00:00\", \"2020-06-01 05:50:44.000000+00:00\"], \"session_ids\": [\"b5351781-2f9f-440c-8c25-07b84d9bc4b3\", \"fd7192d1-f228-45b4-84c3-02a2af3a20b2\", \"d9cfe69e-e790-44c2-8a69-57d001e53e10\", \"a4079afd-5c85-4fa6-9ef2-bce96f1e48d0\", \"3131b050-bebe-4683-9c0a-90aaf1fcc0c7\", \"7492f1b1-f14b-4c62-97a7-6d2a9fbd7920\"], \"total_duration\": 168.0, \"total_sessions\": 6, \"mean_week_duration\": 0.923}, \"82899\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"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\": \"Santo Domingo\", \"datetimes\": [\"2019-01-29 12:04:59.000000+00:00\", \"2020-06-04 11:39:46.000000+00:00\"], \"session_ids\": [\"073f9b09-d1cf-45f4-99b4-e3023d04d9ad\", \"22c58251-786c-42d9-a3d8-ca84e3074a82\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 1.113}, \"90369\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-05-07 12:54:02.000000+00:00\", \"2021-10-29 05:54:28.000000+00:00\"], \"session_ids\": [\"c1576206-5c74-4a93-8f84-71948d8ca698\", \"f7aa4900-3f8a-49da-a034-d3661b99e610\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 4.72}, \"55633\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-03-02 07:40:42.000000+00:00\", \"2019-02-15 13:12:05.000000+00:00\"], \"session_ids\": [\"38747691-0a8d-4d22-bb6b-de85f7a6f112\", \"96f5d533-88db-4155-9bbc-da342980e9cd\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 2.654}, \"98359\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-06-22 20:25:18.000000+00:00\", \"2022-06-07 20:56:52.000000+00:00\"], \"session_ids\": [\"4b971b3c-7d74-410c-b27c-2596870d5ca8\", \"1a0c3d7a-cb94-4ab5-b928-f5d3b3a9ca0e\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 2.194}, \"57597\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-05-24 03:22:10.000000+00:00\", \"2021-09-25 20:43:39.000000+00:00\"], \"session_ids\": [\"6730a47f-f807-40ee-810b-5a22cab16d85\", \"12a80d7e-fd17-463c-8828-c65e4a421373\"], \"total_duration\": 202.0, \"total_sessions\": 2, \"mean_week_duration\": 5.771}, \"73931\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-08-13 00:07:09.000000+00:00\", \"2020-03-31 00:36:29.000000+00:00\", \"2019-04-06 17:15:46.000000+00:00\"], \"session_ids\": [\"18cadb07-bf5a-4c18-99e1-2166dd289c75\", \"6f2cea42-7935-46ef-8c9e-a8c8f85641f6\", \"aa6b7f39-8bb5-4631-aa5b-6960ac8e8545\"], \"total_duration\": 640.0, \"total_sessions\": 3, \"mean_week_duration\": 5.203}, \"68134\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-07-29 22:39:44.000000+00:00\", \"2021-04-18 22:31:10.000000+00:00\", \"2020-05-21 10:03:35.000000+00:00\", \"2019-03-10 04:00:05.000000+00:00\", \"2020-12-15 03:50:42.000000+00:00\"], \"session_ids\": [\"7d6cab76-b027-44da-83d6-22252cc17254\", \"91e1c652-d004-4973-ac94-30101bf5c11f\", \"c8fed91b-ba97-46f5-8f15-fe2ef6be6ade\", \"4b70e635-8d60-466b-be2a-9eddb2995509\", \"5dbcac26-0c50-4560-9436-7815849f2616\"], \"total_duration\": 127.0, \"total_sessions\": 5, \"mean_week_duration\": 1.155}, \"50634\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-01-13 13:41:15.000000+00:00\", \"2022-05-19 02:52:41.000000+00:00\", \"2020-10-31 18:38:31.000000+00:00\", \"2019-11-16 13:25:53.000000+00:00\", \"2021-05-13 00:16:09.000000+00:00\"], \"session_ids\": [\"bc233523-3986-4c0e-aecb-2fee5ec9093b\", \"89dbbf19-17ca-4c30-a5e8-417f9a7e2fd7\", \"cb6b5cb5-4cc1-4b39-8186-b5e76e85c3a9\", \"5b1ee99e-e982-4fc1-a01f-37519ac895cf\", \"7894c7de-dff3-487e-87fe-91d634794126\"], \"total_duration\": 586.0, \"total_sessions\": 5, \"mean_week_duration\": 3.552}, \"71167\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-10-09 15:14:35.000000+00:00\", \"2021-08-23 05:05:37.000000+00:00\", \"2020-12-06 16:40:08.000000+00:00\", \"2022-12-19 00:45:11.000000+00:00\", \"2022-11-28 13:44:54.000000+00:00\"], \"session_ids\": [\"ebf2deb5-b50e-4feb-89bb-407a80043e6b\", \"2c9a5304-1db2-46fd-8ccc-b516998a8479\", \"e2950152-0400-4f75-a150-87fc19282a41\", \"099c8342-80bb-4ed3-bd89-b47a99cc2c4d\", \"702c68e0-3e44-4132-b128-659ea58c0b1d\"], \"total_duration\": 650.0, \"total_sessions\": 5, \"mean_week_duration\": 3.892}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is Buenos Aires"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Buenos Aires\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I need to get information about 8 users whose mean week duration is bigger than 20 inclusive and perform sorting by duration summation form the highest value to the lowest 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{\"21695\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-09-07 18:41:17.000000+00:00\", \"2021-01-06 00:02:46.000000+00:00\", \"2020-07-09 08:42:19.000000+00:00\"], \"session_ids\": [\"cc8f1339-3941-475b-adca-0b2e4d2f2e8a\", \"77c5eaec-894c-4c30-bfb1-e030a80d1ecb\", \"14eb64bb-da61-4c01-a69c-7c3faf40f8c9\"], \"total_duration\": 1056.0, \"total_sessions\": 3, \"mean_week_duration\": 17.311}, \"20430\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"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\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-06-18 08:48:10.000000+00:00\", \"2022-11-09 13:44:02.000000+00:00\"], \"session_ids\": [\"a9ac4d40-e9b7-4497-9f60-fdb6043cdbfc\", \"13f7d5a5-ba48-4876-8b38-1fd678f27739\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 1.376}, \"29758\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 4, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-09-30 23:49:05.000000+00:00\", \"2021-01-20 02:12:27.000000+00:00\"], \"session_ids\": [\"ffc62a6f-047a-4324-8229-7f2e867fced2\", \"f88363d9-40c6-4774-b8cf-503585b3b33e\"], \"total_duration\": 188.0, \"total_sessions\": 2, \"mean_week_duration\": 2.725}, \"19024\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-14 08:20:57.000000+00:00\", \"2020-02-29 06:46:27.000000+00:00\"], \"session_ids\": [\"e71b88be-2d8c-401a-bfd3-e4c0016f8eb2\", \"9f360ec6-d965-4822-9b04-2af49296e9e8\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 4.19}, \"74565\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-09-26 21:13:24.000000+00:00\", \"2022-02-17 01:12:29.000000+00:00\", \"2021-03-11 18:17:15.000000+00:00\"], \"session_ids\": [\"a1576839-8f3f-44c5-9cc0-47b383d0c43e\", \"9b770e1e-8caa-4215-9a9a-34ec3d3c3ebf\", \"786b1b5c-141c-41d8-8ff2-bacad0a59d83\"], \"total_duration\": 575.0, \"total_sessions\": 3, \"mean_week_duration\": 4.6}, \"99235\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-23 13:05:08.000000+00:00\", \"2020-07-19 20:18:29.000000+00:00\"], \"session_ids\": [\"bb061ff6-ae2e-40eb-93b2-48b84e79ced5\", \"61f094fc-3d88-40ae-aa9f-a490d6b68a3e\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.239}, \"9312\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-10-07 23:54:22.000000+00:00\", \"2022-12-04 23:34:20.000000+00:00\", \"2020-03-15 04:22:08.000000+00:00\", \"2020-11-18 21:52:02.000000+00:00\", \"2020-01-17 06:11:42.000000+00:00\", \"2019-02-19 09:59:50.000000+00:00\", \"2022-12-11 21:01:42.000000+00:00\", \"2020-02-26 18:08:34.000000+00:00\"], \"session_ids\": [\"54737092-d29a-4575-a963-9a28241cbcff\", \"d2e71d32-19a3-429a-bb63-870f881c2eff\", \"03058616-448c-48a3-ad6e-5af061043ec6\", \"f7edaff8-4d55-4d08-9dbb-dda3113717d2\", \"003511a8-c0c9-468d-9796-4d6add3bb66b\", \"22bd429a-c0b3-4d3a-90e7-f73d959273c3\", \"3f115273-8ec1-4849-9b20-bf90f227c841\", \"0f108180-e955-4161-8127-f31823626f50\"], \"total_duration\": 17460.0, \"total_sessions\": 8, \"mean_week_duration\": 87.739}, \"52201\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-12-14 02:34:10.000000+00:00\", \"2022-04-14 00:50:12.000000+00:00\", \"2020-10-31 23:38:01.000000+00:00\"], \"session_ids\": [\"21f6df37-818e-4a1a-b13f-10f1fb01d93b\", \"4dadf2ef-f955-4bb4-baf9-d15ece119831\", \"97e0b1b0-9c3b-4584-8168-97c43d756927\"], \"total_duration\": 37.0, \"total_sessions\": 3, \"mean_week_duration\": 0.487}, \"52360\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-01-23 15:26:46.000000+00:00\", \"2022-10-20 08:28:13.000000+00:00\"], \"session_ids\": [\"8fd85e29-09ee-4f6f-a06e-99ee2d33f130\", \"d418a65d-9615-4d1d-9b93-99d4a2c34972\"], \"total_duration\": 489.0, \"total_sessions\": 2, \"mean_week_duration\": 34.929}, \"9819\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-08-28 16:47:11.000000+00:00\", \"2019-10-28 18:39:16.000000+00:00\", \"2023-01-20 09:12:32.000000+00:00\"], \"session_ids\": [\"baf8ff5d-93a3-4f2c-a4c8-a6be766ee2ff\", \"296d8903-8b86-45ed-9e37-22b06b4d0a14\", \"3acd5481-8f76-4a4e-9d49-c8a1f6354c83\"], \"total_duration\": 1056.0, \"total_sessions\": 3, \"mean_week_duration\": 6.249}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or greater than 20"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\"]]}, \"all_values\": {\"mean_week_duration\": [[20, 31]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"9312\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-10-07 23:54:22.000000+00:00\", \"2022-12-04 23:34:20.000000+00:00\", \"2020-03-15 04:22:08.000000+00:00\", \"2020-11-18 21:52:02.000000+00:00\", \"2020-01-17 06:11:42.000000+00:00\", \"2019-02-19 09:59:50.000000+00:00\", \"2022-12-11 21:01:42.000000+00:00\", \"2020-02-26 18:08:34.000000+00:00\"], \"session_ids\": [\"54737092-d29a-4575-a963-9a28241cbcff\", \"d2e71d32-19a3-429a-bb63-870f881c2eff\", \"03058616-448c-48a3-ad6e-5af061043ec6\", \"f7edaff8-4d55-4d08-9dbb-dda3113717d2\", \"003511a8-c0c9-468d-9796-4d6add3bb66b\", \"22bd429a-c0b3-4d3a-90e7-f73d959273c3\", \"3f115273-8ec1-4849-9b20-bf90f227c841\", \"0f108180-e955-4161-8127-f31823626f50\"], \"total_duration\": 17460.0, \"total_sessions\": 8, \"mean_week_duration\": 87.739}, \"52360\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-01-23 15:26:46.000000+00:00\", \"2022-10-20 08:28:13.000000+00:00\"], \"session_ids\": [\"8fd85e29-09ee-4f6f-a06e-99ee2d33f130\", \"d418a65d-9615-4d1d-9b93-99d4a2c34972\"], \"total_duration\": 489.0, \"total_sessions\": 2, \"mean_week_duration\": 34.929}}\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[{\"9312\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-10-07 23:54:22.000000+00:00\", \"2022-12-04 23:34:20.000000+00:00\", \"2020-03-15 04:22:08.000000+00:00\", \"2020-11-18 21:52:02.000000+00:00\", \"2020-01-17 06:11:42.000000+00:00\", \"2019-02-19 09:59:50.000000+00:00\", \"2022-12-11 21:01:42.000000+00:00\", \"2020-02-26 18:08:34.000000+00:00\"], \"session_ids\": [\"54737092-d29a-4575-a963-9a28241cbcff\", \"d2e71d32-19a3-429a-bb63-870f881c2eff\", \"03058616-448c-48a3-ad6e-5af061043ec6\", \"f7edaff8-4d55-4d08-9dbb-dda3113717d2\", \"003511a8-c0c9-468d-9796-4d6add3bb66b\", \"22bd429a-c0b3-4d3a-90e7-f73d959273c3\", \"3f115273-8ec1-4849-9b20-bf90f227c841\", \"0f108180-e955-4161-8127-f31823626f50\"], \"total_duration\": 17460.0, \"total_sessions\": 8, \"mean_week_duration\": 87.739}}, {\"52360\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-01-23 15:26:46.000000+00:00\", \"2022-10-20 08:28:13.000000+00:00\"], \"session_ids\": [\"8fd85e29-09ee-4f6f-a06e-99ee2d33f130\", \"d418a65d-9615-4d1d-9b93-99d4a2c34972\"], \"total_duration\": 489.0, \"total_sessions\": 2, \"mean_week_duration\": 34.929}}]\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[{\"9312\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-10-07 23:54:22.000000+00:00\", \"2022-12-04 23:34:20.000000+00:00\", \"2020-03-15 04:22:08.000000+00:00\", \"2020-11-18 21:52:02.000000+00:00\", \"2020-01-17 06:11:42.000000+00:00\", \"2019-02-19 09:59:50.000000+00:00\", \"2022-12-11 21:01:42.000000+00:00\", \"2020-02-26 18:08:34.000000+00:00\"], \"session_ids\": [\"54737092-d29a-4575-a963-9a28241cbcff\", \"d2e71d32-19a3-429a-bb63-870f881c2eff\", \"03058616-448c-48a3-ad6e-5af061043ec6\", \"f7edaff8-4d55-4d08-9dbb-dda3113717d2\", \"003511a8-c0c9-468d-9796-4d6add3bb66b\", \"22bd429a-c0b3-4d3a-90e7-f73d959273c3\", \"3f115273-8ec1-4849-9b20-bf90f227c841\", \"0f108180-e955-4161-8127-f31823626f50\"], \"total_duration\": 17460.0, \"total_sessions\": 8, \"mean_week_duration\": 87.739}}, {\"52360\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-01-23 15:26:46.000000+00:00\", \"2022-10-20 08:28:13.000000+00:00\"], \"session_ids\": [\"8fd85e29-09ee-4f6f-a06e-99ee2d33f130\", \"d418a65d-9615-4d1d-9b93-99d4a2c34972\"], \"total_duration\": 489.0, \"total_sessions\": 2, \"mean_week_duration\": 34.929}}]\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[{\"9312\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-10-07 23:54:22.000000+00:00\", \"2022-12-04 23:34:20.000000+00:00\", \"2020-03-15 04:22:08.000000+00:00\", \"2020-11-18 21:52:02.000000+00:00\", \"2020-01-17 06:11:42.000000+00:00\", \"2019-02-19 09:59:50.000000+00:00\", \"2022-12-11 21:01:42.000000+00:00\", \"2020-02-26 18:08:34.000000+00:00\"], \"session_ids\": [\"54737092-d29a-4575-a963-9a28241cbcff\", \"d2e71d32-19a3-429a-bb63-870f881c2eff\", \"03058616-448c-48a3-ad6e-5af061043ec6\", \"f7edaff8-4d55-4d08-9dbb-dda3113717d2\", \"003511a8-c0c9-468d-9796-4d6add3bb66b\", \"22bd429a-c0b3-4d3a-90e7-f73d959273c3\", \"3f115273-8ec1-4849-9b20-bf90f227c841\", \"0f108180-e955-4161-8127-f31823626f50\"], \"total_duration\": 17460.0, \"total_sessions\": 8, \"mean_week_duration\": 87.739}}, {\"52360\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-01-23 15:26:46.000000+00:00\", \"2022-10-20 08:28:13.000000+00:00\"], \"session_ids\": [\"8fd85e29-09ee-4f6f-a06e-99ee2d33f130\", \"d418a65d-9615-4d1d-9b93-99d4a2c34972\"], \"total_duration\": 489.0, \"total_sessions\": 2, \"mean_week_duration\": 34.929}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding 2 users whose average week duration is less than 46 and greater than 9 in addition put to use sorting by city naming form the lowest to the highest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"31618\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-06-26 17:11:57.000000+00:00\", \"2021-08-31 00:23:02.000000+00:00\"], \"session_ids\": [\"d62d34e0-2ea9-479b-a9b8-285df2266463\", \"c0388828-5311-4c2e-9291-e8a72fce3fa8\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 3.2}, \"77186\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-06-08 00:15:01.000000+00:00\", \"2021-12-11 18:06:30.000000+00:00\", \"2023-01-05 21:08:14.000000+00:00\", \"2021-10-14 20:01:12.000000+00:00\", \"2020-05-29 12:59:44.000000+00:00\", \"2021-08-13 06:10:26.000000+00:00\"], \"session_ids\": [\"11cc5ef9-680f-4016-bff6-4d4ea45858c8\", \"1bd3a59d-f65a-417b-9abe-e16570566593\", \"82e688e5-2dff-42e7-a2aa-7b4640e8cc56\", \"7def7b09-e212-40a5-9b24-d32afc65f6be\", \"f9c22785-e606-40c3-a55c-48429ce8ceed\", \"a75f513c-ffa1-4d0b-bfcb-b104a4745689\"], \"total_duration\": 6438.0, \"total_sessions\": 6, \"mean_week_duration\": 47.338}, \"41045\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-06-04 02:59:58.000000+00:00\", \"2021-05-30 01:44:22.000000+00:00\"], \"session_ids\": [\"e6260353-26f0-4372-9325-747167ceef7f\", \"8b6c6652-843f-4549-a529-7ff2e6a78b89\"], \"total_duration\": 175.0, \"total_sessions\": 2, \"mean_week_duration\": 1.667}, \"95259\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-10-21 18:13:07.000000+00:00\", \"2023-03-21 21:47:37.000000+00:00\"], \"session_ids\": [\"db416928-0937-4698-be81-6336169dbcb6\", \"6f04d4a0-334b-4a75-bea2-1923635a227f\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 8.273}, \"71649\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-08-18 04:57:45.000000+00:00\", \"2019-03-07 08:27:12.000000+00:00\", \"2020-03-05 13:24:47.000000+00:00\", \"2019-02-17 20:39:52.000000+00:00\"], \"session_ids\": [\"4a7e1d47-76c2-435a-ae0e-c29761b41b51\", \"1538f562-690e-483f-b71e-755dae897945\", \"927dd57d-f70a-4eb1-b6bc-c079cc7f9ec7\", \"2daf4236-a4da-4b59-a672-a4433dcf905f\"], \"total_duration\": 2089.0, \"total_sessions\": 4, \"mean_week_duration\": 15.947}, \"70362\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-18 14:21:19.000000+00:00\", \"2019-12-08 16:12:24.000000+00:00\", \"2019-01-15 13:19:28.000000+00:00\"], \"session_ids\": [\"0c0be58a-cd6a-484f-a9b1-f74bd458ae5c\", \"611076c3-0130-442f-b228-b13513da6d1a\", \"50926b76-c3b2-46ab-a81c-17a11fc8c97f\"], \"total_duration\": 203.0, \"total_sessions\": 3, \"mean_week_duration\": 1.664}, \"21441\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-06-16 14:37:10.000000+00:00\", \"2022-04-27 10:14:36.000000+00:00\"], \"session_ids\": [\"70cc161a-59f8-4cba-a4b7-bd01aad3da8e\", \"e6dc44b7-f43f-4235-a4fa-edb4fcd84c53\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.622}, \"48006\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-09-11 05:57:50.000000+00:00\", \"2021-12-14 21:50:31.000000+00:00\", \"2020-02-11 07:38:10.000000+00:00\", \"2022-07-13 19:08:03.000000+00:00\", \"2021-05-14 02:02:13.000000+00:00\", \"2020-05-17 07:57:06.000000+00:00\"], \"session_ids\": [\"5f46a893-e8ac-4920-aacd-4d9e15770286\", \"2605da3e-6d03-4895-a300-88bbc503ea6a\", \"7b3e13da-fed4-4d1c-97ec-cbd51603d92e\", \"e3990325-22a1-499f-86b6-9b9309ab703d\", \"b044a438-c0d3-47ab-9a86-2ba291585f49\", \"fa8d694b-bd3f-4e66-9cb3-c9f1c7a665e7\"], \"total_duration\": 582.0, \"total_sessions\": 6, \"mean_week_duration\": 3.932}, \"48207\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-02-16 02:55:44.000000+00:00\", \"2021-05-26 23:05:09.000000+00:00\"], \"session_ids\": [\"a8c4f668-6147-4fef-9825-404c3391470d\", \"26ce259e-7cc3-4618-8015-c37b827448ba\"], \"total_duration\": 416.0, \"total_sessions\": 2, \"mean_week_duration\": 6.209}, \"33531\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-03-29 04:59:36.000000+00:00\", \"2019-01-01 11:53:25.000000+00:00\"], \"session_ids\": [\"2fae2630-f9f7-4011-80a0-6c8e9e5fabb1\", \"dda804ad-c5aa-4ffe-928c-6fe86b1527ed\"], \"total_duration\": 191.0, \"total_sessions\": 2, \"mean_week_duration\": 0.864}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or greater than 9 and are equal or less than 46"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[9, 46]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"71649\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-08-18 04:57:45.000000+00:00\", \"2019-03-07 08:27:12.000000+00:00\", \"2020-03-05 13:24:47.000000+00:00\", \"2019-02-17 20:39:52.000000+00:00\"], \"session_ids\": [\"4a7e1d47-76c2-435a-ae0e-c29761b41b51\", \"1538f562-690e-483f-b71e-755dae897945\", \"927dd57d-f70a-4eb1-b6bc-c079cc7f9ec7\", \"2daf4236-a4da-4b59-a672-a4433dcf905f\"], \"total_duration\": 2089.0, \"total_sessions\": 4, \"mean_week_duration\": 15.947}}\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[{\"71649\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-08-18 04:57:45.000000+00:00\", \"2019-03-07 08:27:12.000000+00:00\", \"2020-03-05 13:24:47.000000+00:00\", \"2019-02-17 20:39:52.000000+00:00\"], \"session_ids\": [\"4a7e1d47-76c2-435a-ae0e-c29761b41b51\", \"1538f562-690e-483f-b71e-755dae897945\", \"927dd57d-f70a-4eb1-b6bc-c079cc7f9ec7\", \"2daf4236-a4da-4b59-a672-a4433dcf905f\"], \"total_duration\": 2089.0, \"total_sessions\": 4, \"mean_week_duration\": 15.947}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"71649\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-08-18 04:57:45.000000+00:00\", \"2019-03-07 08:27:12.000000+00:00\", \"2020-03-05 13:24:47.000000+00:00\", \"2019-02-17 20:39:52.000000+00:00\"], \"session_ids\": [\"4a7e1d47-76c2-435a-ae0e-c29761b41b51\", \"1538f562-690e-483f-b71e-755dae897945\", \"927dd57d-f70a-4eb1-b6bc-c079cc7f9ec7\", \"2daf4236-a4da-4b59-a672-a4433dcf905f\"], \"total_duration\": 2089.0, \"total_sessions\": 4, \"mean_week_duration\": 15.947}}]\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[{\"71649\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-08-18 04:57:45.000000+00:00\", \"2019-03-07 08:27:12.000000+00:00\", \"2020-03-05 13:24:47.000000+00:00\", \"2019-02-17 20:39:52.000000+00:00\"], \"session_ids\": [\"4a7e1d47-76c2-435a-ae0e-c29761b41b51\", \"1538f562-690e-483f-b71e-755dae897945\", \"927dd57d-f70a-4eb1-b6bc-c079cc7f9ec7\", \"2daf4236-a4da-4b59-a672-a4433dcf905f\"], \"total_duration\": 2089.0, \"total_sessions\": 4, \"mean_week_duration\": 15.947}}]\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 3 users whose number of sessions is smaller than 10 (not including) and bigger than 5 , apply sorting by overall total duration in ascending."
}
] |
[
{
"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{\"90743\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-04-18 06:14:55.000000+00:00\", \"2023-04-09 21:02:14.000000+00:00\", \"2021-05-09 03:04:48.000000+00:00\", \"2021-10-23 08:45:00.000000+00:00\"], \"session_ids\": [\"8830cfd7-c29d-4f0e-810c-82acf694bff9\", \"6be7666d-e7bd-4e82-a002-cd0705c040db\", \"e1acc62c-cb3b-4453-828e-92382d49b4fa\", \"a9fa1aff-dace-431a-ab8c-94667f0f4e0a\"], \"total_duration\": 1691.0, \"total_sessions\": 4, \"mean_week_duration\": 16.578}, \"25296\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-05-17 09:03:28.000000+00:00\", \"2021-05-28 17:19:08.000000+00:00\", \"2020-07-30 19:12:43.000000+00:00\", \"2022-01-07 18:04:07.000000+00:00\"], \"session_ids\": [\"4cbbcac1-7b86-42fe-aeaf-1c2752de16d4\", \"8120b3f6-aff3-4e18-8ab9-00f99a1ca94e\", \"1b263ec7-f2e5-479a-abaa-b50e34b7eb96\", \"c2eeedd1-8011-432c-84f4-6322d7bcff30\"], \"total_duration\": 285.0, \"total_sessions\": 4, \"mean_week_duration\": 3.314}, \"60714\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-07-03 00:35:14.000000+00:00\", \"2021-01-16 13:55:35.000000+00:00\"], \"session_ids\": [\"d672f26e-0055-49d4-ae4a-ce634e5a041d\", \"8cc5783c-6beb-4a0a-b8af-1023c4fa58f0\"], \"total_duration\": 297.0, \"total_sessions\": 2, \"mean_week_duration\": 12.375}, \"45211\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-03-08 14:50:11.000000+00:00\", \"2019-08-17 13:58:01.000000+00:00\", \"2023-01-26 02:13:48.000000+00:00\"], \"session_ids\": [\"c28bcd17-89cd-44b8-be01-9c05606b7540\", \"6c2b6009-db43-4ce0-9c59-14f61abe1116\", \"a98654be-d31f-4df5-9e41-8b21c9ef5a56\"], \"total_duration\": 714.0, \"total_sessions\": 3, \"mean_week_duration\": 3.967}, \"68808\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-25 02:48:28.000000+00:00\", \"2022-04-18 13:48:22.000000+00:00\"], \"session_ids\": [\"ddfdeb4c-b96e-4111-abe6-e65234fe4e21\", \"d6eceaaa-6324-4b5b-8d02-95eb1de2b8f2\"], \"total_duration\": 263.0, \"total_sessions\": 2, \"mean_week_duration\": 263.0}, \"84676\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-08-12 09:40:41.000000+00:00\", \"2023-04-09 11:35:34.000000+00:00\", \"2022-05-28 22:08:42.000000+00:00\", \"2022-09-14 07:15:30.000000+00:00\", \"2020-02-05 14:33:11.000000+00:00\", \"2021-08-03 01:04:12.000000+00:00\", \"2019-12-10 17:58:03.000000+00:00\", \"2021-01-29 02:58:15.000000+00:00\", \"2022-02-26 18:14:28.000000+00:00\"], \"session_ids\": [\"e016fe39-62e7-4c26-8476-e9522fd56fdf\", \"2327fa34-0c15-4e29-b6d1-6e1df45514ad\", \"53ed1eb2-3780-4d70-99f3-b13939b04a4b\", \"c7b3dd50-3193-46bb-97c5-25ac6781fb62\", \"8c768ae1-eeb5-4ec9-9516-3c0a6d450252\", \"c4ddde8f-ca60-4f17-8360-491e8c7ac790\", \"c96d6faa-1ecc-47cf-858d-c704b6f11090\", \"de29d5a9-8fc9-4462-82f1-e3fa3831bcc3\", \"1690975e-12e8-4b57-b2a6-2a1b3f9aee3e\"], \"total_duration\": 469.0, \"total_sessions\": 9, \"mean_week_duration\": 2.695}, \"60528\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-03-12 01:29:52.000000+00:00\", \"2021-06-13 19:30:03.000000+00:00\"], \"session_ids\": [\"950411f2-9cc4-4a35-8148-ba518c1bc6a1\", \"6da31a08-1950-4dec-a2a5-38480cc234d4\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 6.0}, \"62545\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-09-25 03:22:19.000000+00:00\", \"2022-05-27 19:45:15.000000+00:00\"], \"session_ids\": [\"7749c6e0-ad66-4541-bbc9-4d3a48c985b9\", \"5fa466c7-a37c-4a8f-9eee-6edf069d8404\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.586}, \"48795\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-11-05 18:45:16.000000+00:00\", \"2019-08-21 10:22:15.000000+00:00\"], \"session_ids\": [\"35589e0f-7d77-45c7-a80b-13796fd00969\", \"54b71a3f-8459-498c-b6af-1428d7ce8016\"], \"total_duration\": 369.0, \"total_sessions\": 2, \"mean_week_duration\": 33.545}, \"73061\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 5, \"Apply Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-01 20:18:11.000000+00:00\", \"2022-03-22 21:59:39.000000+00:00\"], \"session_ids\": [\"4cfed407-9414-4ec6-a3b3-9e78f4db7c12\", \"f78b2ceb-6b9d-41f5-85c1-c251c446b71d\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.833}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or greater than 5 and are less than 10"
},
{
"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{\"84676\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-08-12 09:40:41.000000+00:00\", \"2023-04-09 11:35:34.000000+00:00\", \"2022-05-28 22:08:42.000000+00:00\", \"2022-09-14 07:15:30.000000+00:00\", \"2020-02-05 14:33:11.000000+00:00\", \"2021-08-03 01:04:12.000000+00:00\", \"2019-12-10 17:58:03.000000+00:00\", \"2021-01-29 02:58:15.000000+00:00\", \"2022-02-26 18:14:28.000000+00:00\"], \"session_ids\": [\"e016fe39-62e7-4c26-8476-e9522fd56fdf\", \"2327fa34-0c15-4e29-b6d1-6e1df45514ad\", \"53ed1eb2-3780-4d70-99f3-b13939b04a4b\", \"c7b3dd50-3193-46bb-97c5-25ac6781fb62\", \"8c768ae1-eeb5-4ec9-9516-3c0a6d450252\", \"c4ddde8f-ca60-4f17-8360-491e8c7ac790\", \"c96d6faa-1ecc-47cf-858d-c704b6f11090\", \"de29d5a9-8fc9-4462-82f1-e3fa3831bcc3\", \"1690975e-12e8-4b57-b2a6-2a1b3f9aee3e\"], \"total_duration\": 469.0, \"total_sessions\": 9, \"mean_week_duration\": 2.695}}\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[{\"84676\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-08-12 09:40:41.000000+00:00\", \"2023-04-09 11:35:34.000000+00:00\", \"2022-05-28 22:08:42.000000+00:00\", \"2022-09-14 07:15:30.000000+00:00\", \"2020-02-05 14:33:11.000000+00:00\", \"2021-08-03 01:04:12.000000+00:00\", \"2019-12-10 17:58:03.000000+00:00\", \"2021-01-29 02:58:15.000000+00:00\", \"2022-02-26 18:14:28.000000+00:00\"], \"session_ids\": [\"e016fe39-62e7-4c26-8476-e9522fd56fdf\", \"2327fa34-0c15-4e29-b6d1-6e1df45514ad\", \"53ed1eb2-3780-4d70-99f3-b13939b04a4b\", \"c7b3dd50-3193-46bb-97c5-25ac6781fb62\", \"8c768ae1-eeb5-4ec9-9516-3c0a6d450252\", \"c4ddde8f-ca60-4f17-8360-491e8c7ac790\", \"c96d6faa-1ecc-47cf-858d-c704b6f11090\", \"de29d5a9-8fc9-4462-82f1-e3fa3831bcc3\", \"1690975e-12e8-4b57-b2a6-2a1b3f9aee3e\"], \"total_duration\": 469.0, \"total_sessions\": 9, \"mean_week_duration\": 2.695}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 3 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"84676\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-08-12 09:40:41.000000+00:00\", \"2023-04-09 11:35:34.000000+00:00\", \"2022-05-28 22:08:42.000000+00:00\", \"2022-09-14 07:15:30.000000+00:00\", \"2020-02-05 14:33:11.000000+00:00\", \"2021-08-03 01:04:12.000000+00:00\", \"2019-12-10 17:58:03.000000+00:00\", \"2021-01-29 02:58:15.000000+00:00\", \"2022-02-26 18:14:28.000000+00:00\"], \"session_ids\": [\"e016fe39-62e7-4c26-8476-e9522fd56fdf\", \"2327fa34-0c15-4e29-b6d1-6e1df45514ad\", \"53ed1eb2-3780-4d70-99f3-b13939b04a4b\", \"c7b3dd50-3193-46bb-97c5-25ac6781fb62\", \"8c768ae1-eeb5-4ec9-9516-3c0a6d450252\", \"c4ddde8f-ca60-4f17-8360-491e8c7ac790\", \"c96d6faa-1ecc-47cf-858d-c704b6f11090\", \"de29d5a9-8fc9-4462-82f1-e3fa3831bcc3\", \"1690975e-12e8-4b57-b2a6-2a1b3f9aee3e\"], \"total_duration\": 469.0, \"total_sessions\": 9, \"mean_week_duration\": 2.695}}]\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[{\"84676\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-08-12 09:40:41.000000+00:00\", \"2023-04-09 11:35:34.000000+00:00\", \"2022-05-28 22:08:42.000000+00:00\", \"2022-09-14 07:15:30.000000+00:00\", \"2020-02-05 14:33:11.000000+00:00\", \"2021-08-03 01:04:12.000000+00:00\", \"2019-12-10 17:58:03.000000+00:00\", \"2021-01-29 02:58:15.000000+00:00\", \"2022-02-26 18:14:28.000000+00:00\"], \"session_ids\": [\"e016fe39-62e7-4c26-8476-e9522fd56fdf\", \"2327fa34-0c15-4e29-b6d1-6e1df45514ad\", \"53ed1eb2-3780-4d70-99f3-b13939b04a4b\", \"c7b3dd50-3193-46bb-97c5-25ac6781fb62\", \"8c768ae1-eeb5-4ec9-9516-3c0a6d450252\", \"c4ddde8f-ca60-4f17-8360-491e8c7ac790\", \"c96d6faa-1ecc-47cf-858d-c704b6f11090\", \"de29d5a9-8fc9-4462-82f1-e3fa3831bcc3\", \"1690975e-12e8-4b57-b2a6-2a1b3f9aee3e\"], \"total_duration\": 469.0, \"total_sessions\": 9, \"mean_week_duration\": 2.695}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me an information about 6 users who are at the peak of user rankings based on all sessions quantity plus sort by time using the app per week from the largest value to the smallest 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{\"1278\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-18 15:37:29.000000+00:00\", \"2022-01-28 04:46:22.000000+00:00\", \"2022-08-11 18:59:53.000000+00:00\", \"2022-04-23 01:49:33.000000+00:00\", \"2019-08-17 04:24:43.000000+00:00\", \"2021-01-20 11:29:05.000000+00:00\", \"2019-08-05 23:08:57.000000+00:00\", \"2019-08-12 18:12:40.000000+00:00\", \"2021-09-30 05:34:36.000000+00:00\", \"2019-10-12 15:32:43.000000+00:00\"], \"session_ids\": [\"22bd131e-1714-4517-af80-beceeb7fb1ab\", \"52b4bf03-6890-409f-a2a0-9a1665d62876\", \"7ae9b5db-fbe6-461b-810e-926ac4ed96dc\", \"f94ba4fa-bb39-44ed-a811-700b9a19901f\", \"0986cad2-adef-43d8-8a4d-17c1884f2b91\", \"a25358e2-9cc7-48c5-a586-1faeffd11109\", \"31d7c21c-3be9-46a3-8cd2-223ea958a1fd\", \"b02d6fc6-25f3-47c0-8d36-02e9b8119d56\", \"e8917873-89ce-4029-86c0-26017f885fff\", \"08a29547-d1e6-4173-927e-8c4db5363432\"], \"total_duration\": 1291.0, \"total_sessions\": 10, \"mean_week_duration\": 8.171}, \"54184\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 5, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-08 19:18:02.000000+00:00\", \"2019-11-21 18:37:43.000000+00:00\"], \"session_ids\": [\"670d40fd-55e6-4cf6-8b78-0a6f8192b722\", \"e977aa19-153d-4447-ad41-b683e7394827\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 132.0}, \"26890\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-12-25 08:13:16.000000+00:00\", \"2021-04-19 07:29:40.000000+00:00\"], \"session_ids\": [\"6d6d538d-5619-4975-ba65-2ec9731b6f2e\", \"5f5287f6-1175-466a-9c2e-29950fe7b955\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 3.882}, \"28274\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-09-23 02:47:20.000000+00:00\", \"2020-12-16 10:11:36.000000+00:00\"], \"session_ids\": [\"577dd0ce-1898-4dd2-8a99-c0987dbf6cbc\", \"5b3d117e-02b3-44ea-87c9-64ba50385249\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 6.167}, \"43417\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-10-23 02:33:39.000000+00:00\", \"2020-03-04 15:28:18.000000+00:00\"], \"session_ids\": [\"d5f571bd-9baa-40e6-b4b5-8f771d5aecf2\", \"9468d331-c72f-4ee6-9444-d6b527a03322\"], \"total_duration\": 483.0, \"total_sessions\": 2, \"mean_week_duration\": 3.5}, \"93831\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-09-26 02:39:34.000000+00:00\", \"2020-09-15 00:36:55.000000+00:00\"], \"session_ids\": [\"eeb5bf95-f152-401c-b69c-06209971eef8\", \"01d0b7b9-9d76-44d3-8f9f-39c86e36e4d4\"], \"total_duration\": 218.0, \"total_sessions\": 2, \"mean_week_duration\": 4.275}, \"89138\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-02-20 18:28:09.000000+00:00\", \"2020-03-26 14:32:41.000000+00:00\"], \"session_ids\": [\"20258f37-8ae2-4389-9e68-da9076656e32\", \"59edf560-92e0-4c70-804f-ec8b0ce395a5\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 1.789}, \"41755\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-04-16 02:38:47.000000+00:00\", \"2022-04-29 17:35:24.000000+00:00\"], \"session_ids\": [\"ae465776-087d-490e-a836-4d71de7420c1\", \"f74555ee-29fe-4a96-bba6-216bd20f633b\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 2.778}, \"33684\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-22 08:19:52.000000+00:00\", \"2019-08-09 04:36:05.000000+00:00\"], \"session_ids\": [\"15832d57-26b3-43c1-96ae-1f410016b532\", \"2a084fa2-b8e2-49ce-a60a-92099e09f14f\"], \"total_duration\": 402.0, \"total_sessions\": 2, \"mean_week_duration\": 2.127}, \"29180\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-05-14 10:44:28.000000+00:00\", \"2020-04-16 14:58:54.000000+00:00\", \"2019-10-02 22:57:17.000000+00:00\"], \"session_ids\": [\"184c1935-525a-47ff-bf6a-de8077278ae3\", \"be068194-9648-415a-8b92-1153abf886be\", \"fe00efd4-5714-4217-b1ae-22c62933833f\"], \"total_duration\": 804.0, \"total_sessions\": 3, \"mean_week_duration\": 16.408}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the highest 6 total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": true, \"quant_to_remain\": 6}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"1278\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-18 15:37:29.000000+00:00\", \"2022-01-28 04:46:22.000000+00:00\", \"2022-08-11 18:59:53.000000+00:00\", \"2022-04-23 01:49:33.000000+00:00\", \"2019-08-17 04:24:43.000000+00:00\", \"2021-01-20 11:29:05.000000+00:00\", \"2019-08-05 23:08:57.000000+00:00\", \"2019-08-12 18:12:40.000000+00:00\", \"2021-09-30 05:34:36.000000+00:00\", \"2019-10-12 15:32:43.000000+00:00\"], \"session_ids\": [\"22bd131e-1714-4517-af80-beceeb7fb1ab\", \"52b4bf03-6890-409f-a2a0-9a1665d62876\", \"7ae9b5db-fbe6-461b-810e-926ac4ed96dc\", \"f94ba4fa-bb39-44ed-a811-700b9a19901f\", \"0986cad2-adef-43d8-8a4d-17c1884f2b91\", \"a25358e2-9cc7-48c5-a586-1faeffd11109\", \"31d7c21c-3be9-46a3-8cd2-223ea958a1fd\", \"b02d6fc6-25f3-47c0-8d36-02e9b8119d56\", \"e8917873-89ce-4029-86c0-26017f885fff\", \"08a29547-d1e6-4173-927e-8c4db5363432\"], \"total_duration\": 1291.0, \"total_sessions\": 10, \"mean_week_duration\": 8.171}}, {\"29180\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-05-14 10:44:28.000000+00:00\", \"2020-04-16 14:58:54.000000+00:00\", \"2019-10-02 22:57:17.000000+00:00\"], \"session_ids\": [\"184c1935-525a-47ff-bf6a-de8077278ae3\", \"be068194-9648-415a-8b92-1153abf886be\", \"fe00efd4-5714-4217-b1ae-22c62933833f\"], \"total_duration\": 804.0, \"total_sessions\": 3, \"mean_week_duration\": 16.408}}, {\"54184\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 5, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-08 19:18:02.000000+00:00\", \"2019-11-21 18:37:43.000000+00:00\"], \"session_ids\": [\"670d40fd-55e6-4cf6-8b78-0a6f8192b722\", \"e977aa19-153d-4447-ad41-b683e7394827\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 132.0}}, {\"26890\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-12-25 08:13:16.000000+00:00\", \"2021-04-19 07:29:40.000000+00:00\"], \"session_ids\": [\"6d6d538d-5619-4975-ba65-2ec9731b6f2e\", \"5f5287f6-1175-466a-9c2e-29950fe7b955\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 3.882}}, {\"28274\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-09-23 02:47:20.000000+00:00\", \"2020-12-16 10:11:36.000000+00:00\"], \"session_ids\": [\"577dd0ce-1898-4dd2-8a99-c0987dbf6cbc\", \"5b3d117e-02b3-44ea-87c9-64ba50385249\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 6.167}}, {\"43417\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-10-23 02:33:39.000000+00:00\", \"2020-03-04 15:28:18.000000+00:00\"], \"session_ids\": [\"d5f571bd-9baa-40e6-b4b5-8f771d5aecf2\", \"9468d331-c72f-4ee6-9444-d6b527a03322\"], \"total_duration\": 483.0, \"total_sessions\": 2, \"mean_week_duration\": 3.5}}]\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[{\"54184\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 5, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-08 19:18:02.000000+00:00\", \"2019-11-21 18:37:43.000000+00:00\"], \"session_ids\": [\"670d40fd-55e6-4cf6-8b78-0a6f8192b722\", \"e977aa19-153d-4447-ad41-b683e7394827\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 132.0}}, {\"29180\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-05-14 10:44:28.000000+00:00\", \"2020-04-16 14:58:54.000000+00:00\", \"2019-10-02 22:57:17.000000+00:00\"], \"session_ids\": [\"184c1935-525a-47ff-bf6a-de8077278ae3\", \"be068194-9648-415a-8b92-1153abf886be\", \"fe00efd4-5714-4217-b1ae-22c62933833f\"], \"total_duration\": 804.0, \"total_sessions\": 3, \"mean_week_duration\": 16.408}}, {\"1278\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-18 15:37:29.000000+00:00\", \"2022-01-28 04:46:22.000000+00:00\", \"2022-08-11 18:59:53.000000+00:00\", \"2022-04-23 01:49:33.000000+00:00\", \"2019-08-17 04:24:43.000000+00:00\", \"2021-01-20 11:29:05.000000+00:00\", \"2019-08-05 23:08:57.000000+00:00\", \"2019-08-12 18:12:40.000000+00:00\", \"2021-09-30 05:34:36.000000+00:00\", \"2019-10-12 15:32:43.000000+00:00\"], \"session_ids\": [\"22bd131e-1714-4517-af80-beceeb7fb1ab\", \"52b4bf03-6890-409f-a2a0-9a1665d62876\", \"7ae9b5db-fbe6-461b-810e-926ac4ed96dc\", \"f94ba4fa-bb39-44ed-a811-700b9a19901f\", \"0986cad2-adef-43d8-8a4d-17c1884f2b91\", \"a25358e2-9cc7-48c5-a586-1faeffd11109\", \"31d7c21c-3be9-46a3-8cd2-223ea958a1fd\", \"b02d6fc6-25f3-47c0-8d36-02e9b8119d56\", \"e8917873-89ce-4029-86c0-26017f885fff\", \"08a29547-d1e6-4173-927e-8c4db5363432\"], \"total_duration\": 1291.0, \"total_sessions\": 10, \"mean_week_duration\": 8.171}}, {\"28274\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-09-23 02:47:20.000000+00:00\", \"2020-12-16 10:11:36.000000+00:00\"], \"session_ids\": [\"577dd0ce-1898-4dd2-8a99-c0987dbf6cbc\", \"5b3d117e-02b3-44ea-87c9-64ba50385249\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 6.167}}, {\"26890\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-12-25 08:13:16.000000+00:00\", \"2021-04-19 07:29:40.000000+00:00\"], \"session_ids\": [\"6d6d538d-5619-4975-ba65-2ec9731b6f2e\", \"5f5287f6-1175-466a-9c2e-29950fe7b955\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 3.882}}, {\"43417\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-10-23 02:33:39.000000+00:00\", \"2020-03-04 15:28:18.000000+00:00\"], \"session_ids\": [\"d5f571bd-9baa-40e6-b4b5-8f771d5aecf2\", \"9468d331-c72f-4ee6-9444-d6b527a03322\"], \"total_duration\": 483.0, \"total_sessions\": 2, \"mean_week_duration\": 3.5}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 6 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"54184\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 5, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-08 19:18:02.000000+00:00\", \"2019-11-21 18:37:43.000000+00:00\"], \"session_ids\": [\"670d40fd-55e6-4cf6-8b78-0a6f8192b722\", \"e977aa19-153d-4447-ad41-b683e7394827\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 132.0}}, {\"29180\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-05-14 10:44:28.000000+00:00\", \"2020-04-16 14:58:54.000000+00:00\", \"2019-10-02 22:57:17.000000+00:00\"], \"session_ids\": [\"184c1935-525a-47ff-bf6a-de8077278ae3\", \"be068194-9648-415a-8b92-1153abf886be\", \"fe00efd4-5714-4217-b1ae-22c62933833f\"], \"total_duration\": 804.0, \"total_sessions\": 3, \"mean_week_duration\": 16.408}}, {\"1278\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-18 15:37:29.000000+00:00\", \"2022-01-28 04:46:22.000000+00:00\", \"2022-08-11 18:59:53.000000+00:00\", \"2022-04-23 01:49:33.000000+00:00\", \"2019-08-17 04:24:43.000000+00:00\", \"2021-01-20 11:29:05.000000+00:00\", \"2019-08-05 23:08:57.000000+00:00\", \"2019-08-12 18:12:40.000000+00:00\", \"2021-09-30 05:34:36.000000+00:00\", \"2019-10-12 15:32:43.000000+00:00\"], \"session_ids\": [\"22bd131e-1714-4517-af80-beceeb7fb1ab\", \"52b4bf03-6890-409f-a2a0-9a1665d62876\", \"7ae9b5db-fbe6-461b-810e-926ac4ed96dc\", \"f94ba4fa-bb39-44ed-a811-700b9a19901f\", \"0986cad2-adef-43d8-8a4d-17c1884f2b91\", \"a25358e2-9cc7-48c5-a586-1faeffd11109\", \"31d7c21c-3be9-46a3-8cd2-223ea958a1fd\", \"b02d6fc6-25f3-47c0-8d36-02e9b8119d56\", \"e8917873-89ce-4029-86c0-26017f885fff\", \"08a29547-d1e6-4173-927e-8c4db5363432\"], \"total_duration\": 1291.0, \"total_sessions\": 10, \"mean_week_duration\": 8.171}}, {\"28274\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-09-23 02:47:20.000000+00:00\", \"2020-12-16 10:11:36.000000+00:00\"], \"session_ids\": [\"577dd0ce-1898-4dd2-8a99-c0987dbf6cbc\", \"5b3d117e-02b3-44ea-87c9-64ba50385249\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 6.167}}, {\"26890\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-12-25 08:13:16.000000+00:00\", \"2021-04-19 07:29:40.000000+00:00\"], \"session_ids\": [\"6d6d538d-5619-4975-ba65-2ec9731b6f2e\", \"5f5287f6-1175-466a-9c2e-29950fe7b955\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 3.882}}, {\"43417\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-10-23 02:33:39.000000+00:00\", \"2020-03-04 15:28:18.000000+00:00\"], \"session_ids\": [\"d5f571bd-9baa-40e6-b4b5-8f771d5aecf2\", \"9468d331-c72f-4ee6-9444-d6b527a03322\"], \"total_duration\": 483.0, \"total_sessions\": 2, \"mean_week_duration\": 3.5}}]\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[{\"54184\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 5, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-08 19:18:02.000000+00:00\", \"2019-11-21 18:37:43.000000+00:00\"], \"session_ids\": [\"670d40fd-55e6-4cf6-8b78-0a6f8192b722\", \"e977aa19-153d-4447-ad41-b683e7394827\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 132.0}}, {\"29180\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-05-14 10:44:28.000000+00:00\", \"2020-04-16 14:58:54.000000+00:00\", \"2019-10-02 22:57:17.000000+00:00\"], \"session_ids\": [\"184c1935-525a-47ff-bf6a-de8077278ae3\", \"be068194-9648-415a-8b92-1153abf886be\", \"fe00efd4-5714-4217-b1ae-22c62933833f\"], \"total_duration\": 804.0, \"total_sessions\": 3, \"mean_week_duration\": 16.408}}, {\"1278\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-18 15:37:29.000000+00:00\", \"2022-01-28 04:46:22.000000+00:00\", \"2022-08-11 18:59:53.000000+00:00\", \"2022-04-23 01:49:33.000000+00:00\", \"2019-08-17 04:24:43.000000+00:00\", \"2021-01-20 11:29:05.000000+00:00\", \"2019-08-05 23:08:57.000000+00:00\", \"2019-08-12 18:12:40.000000+00:00\", \"2021-09-30 05:34:36.000000+00:00\", \"2019-10-12 15:32:43.000000+00:00\"], \"session_ids\": [\"22bd131e-1714-4517-af80-beceeb7fb1ab\", \"52b4bf03-6890-409f-a2a0-9a1665d62876\", \"7ae9b5db-fbe6-461b-810e-926ac4ed96dc\", \"f94ba4fa-bb39-44ed-a811-700b9a19901f\", \"0986cad2-adef-43d8-8a4d-17c1884f2b91\", \"a25358e2-9cc7-48c5-a586-1faeffd11109\", \"31d7c21c-3be9-46a3-8cd2-223ea958a1fd\", \"b02d6fc6-25f3-47c0-8d36-02e9b8119d56\", \"e8917873-89ce-4029-86c0-26017f885fff\", \"08a29547-d1e6-4173-927e-8c4db5363432\"], \"total_duration\": 1291.0, \"total_sessions\": 10, \"mean_week_duration\": 8.171}}, {\"28274\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-09-23 02:47:20.000000+00:00\", \"2020-12-16 10:11:36.000000+00:00\"], \"session_ids\": [\"577dd0ce-1898-4dd2-8a99-c0987dbf6cbc\", \"5b3d117e-02b3-44ea-87c9-64ba50385249\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 6.167}}, {\"26890\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-12-25 08:13:16.000000+00:00\", \"2021-04-19 07:29:40.000000+00:00\"], \"session_ids\": [\"6d6d538d-5619-4975-ba65-2ec9731b6f2e\", \"5f5287f6-1175-466a-9c2e-29950fe7b955\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 3.882}}, {\"43417\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-10-23 02:33:39.000000+00:00\", \"2020-03-04 15:28:18.000000+00:00\"], \"session_ids\": [\"d5f571bd-9baa-40e6-b4b5-8f771d5aecf2\", \"9468d331-c72f-4ee6-9444-d6b527a03322\"], \"total_duration\": 483.0, \"total_sessions\": 2, \"mean_week_duration\": 3.5}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show 2 users to me who are bot users based on mean week duration plus apply sorting by overall total duration 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{\"79629\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-04-07 16:16:47.000000+00:00\", \"2023-03-13 12:22:21.000000+00:00\"], \"session_ids\": [\"d992df83-f246-4888-9dce-c57553e56942\", \"3f8278a5-64c0-4876-996c-2d2030205e75\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 3.168}, \"39696\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-03-05 06:03:21.000000+00:00\", \"2022-05-08 10:09:54.000000+00:00\"], \"session_ids\": [\"920958d0-35a7-4c9d-a2ed-c4231f90fafc\", \"02f0c964-329d-4dc1-96b0-a4dac1930b43\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.465}, \"48616\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 4, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-12 00:27:33.000000+00:00\", \"2021-03-25 16:42:33.000000+00:00\", \"2020-05-08 09:51:20.000000+00:00\", \"2022-06-24 14:58:38.000000+00:00\", \"2022-10-17 05:06:45.000000+00:00\", \"2021-08-20 00:01:00.000000+00:00\", \"2020-06-20 06:04:29.000000+00:00\", \"2019-12-04 11:44:23.000000+00:00\"], \"session_ids\": [\"79a944ac-ff5c-4fa9-90c3-50c6e70f5b1b\", \"51eb36ec-32ca-4941-b360-ebecabc25495\", \"7420ac91-f65d-43c7-9aba-324601b2b741\", \"9af0e7f8-ee86-47af-8a74-d5365fda61fd\", \"31fb4b80-e168-4830-9a05-425a3741cdcb\", \"18de6f89-a958-4787-aca0-0f510de6543a\", \"cf251c7b-e489-4b1d-8ed8-915f91799926\", \"5ff4177b-ac6e-4f91-b667-b378fe082d7c\"], \"total_duration\": 12812.0, \"total_sessions\": 8, \"mean_week_duration\": 85.413}, \"37810\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-02-19 06:15:09.000000+00:00\", \"2022-02-09 23:07:31.000000+00:00\", \"2020-10-22 17:49:44.000000+00:00\", \"2021-12-08 01:32:09.000000+00:00\"], \"session_ids\": [\"491242cd-20ab-48af-8e00-8ba6713bd8e1\", \"0b6045e9-85f5-4050-90c6-51a755c02115\", \"c2a1a335-c48a-4023-9931-e6fc93fbcaf7\", \"9c9911e7-6bf2-4ba6-bf9b-8ddb0caf4818\"], \"total_duration\": 1966.0, \"total_sessions\": 4, \"mean_week_duration\": 19.087}, \"93724\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-05-25 18:38:56.000000+00:00\", \"2019-09-12 23:25:36.000000+00:00\"], \"session_ids\": [\"ef843601-7ee3-4cf6-8433-6fe09f6f1612\", \"e2a50b24-3b64-45ed-a46b-c2168ca176a1\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.459}, \"62538\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-03-07 23:39:45.000000+00:00\", \"2023-03-11 14:16:28.000000+00:00\"], \"session_ids\": [\"31840b9c-dfa2-45ea-8d40-2dfd866d76ce\", \"fa01edc6-3254-47e1-a916-ac7b3947b8c5\"], \"total_duration\": 248.0, \"total_sessions\": 2, \"mean_week_duration\": 2.362}, \"97093\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-09-04 10:53:33.000000+00:00\", \"2020-08-22 17:53:05.000000+00:00\", \"2022-10-16 04:28:56.000000+00:00\", \"2022-05-29 15:24:51.000000+00:00\", \"2023-02-15 09:08:51.000000+00:00\", \"2022-09-20 20:21:39.000000+00:00\", \"2019-03-15 08:23:12.000000+00:00\", \"2019-05-07 06:20:22.000000+00:00\"], \"session_ids\": [\"ba57d195-d7ed-484c-9279-1db173a1430e\", \"b81c56de-f3d5-4dd9-9b01-f17b7d09e9ee\", \"b445819d-08d0-46b7-8096-b946ee73f942\", \"e254e7da-70f4-4e91-9d9d-52a29a0348ee\", \"0b791dc2-2437-4626-aa15-bd348e54bb28\", \"41cfa937-49e6-4619-9a43-8d6f780dc085\", \"50ba4748-4d42-4e19-9471-2c4de12ed2e9\", \"d59f8ec6-c4ac-476a-bc8b-3b0d7ffeb3ed\"], \"total_duration\": 14307.0, \"total_sessions\": 8, \"mean_week_duration\": 69.79}, \"96881\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-06-07 22:47:21.000000+00:00\", \"2022-12-24 04:09:48.000000+00:00\"], \"session_ids\": [\"fc2cfa2a-2922-432a-bf62-1868b4a52e51\", \"01e009e5-3edf-44b0-9420-c73117507f62\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.13}, \"52522\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-02-02 12:05:27.000000+00:00\", \"2020-10-17 22:41:17.000000+00:00\"], \"session_ids\": [\"b885a274-ece7-4589-88fc-b130dd3f95ae\", \"122e65cd-7046-4c68-8bae-ba9bc9e52a4a\"], \"total_duration\": 391.0, \"total_sessions\": 2, \"mean_week_duration\": 5.75}, \"83588\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2020-06-06 15:09:40.000000+00:00\", \"2019-03-20 17:35:23.000000+00:00\"], \"session_ids\": [\"6c70c94e-411e-40f8-8c88-f77f195a714a\", \"a07a48e2-ba5c-42d7-ba18-6b4a3fa9d170\"], \"total_duration\": 190.0, \"total_sessions\": 2, \"mean_week_duration\": 2.969}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the lowest 2 mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": false, \"quant_to_remain\": 2}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"96881\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-06-07 22:47:21.000000+00:00\", \"2022-12-24 04:09:48.000000+00:00\"], \"session_ids\": [\"fc2cfa2a-2922-432a-bf62-1868b4a52e51\", \"01e009e5-3edf-44b0-9420-c73117507f62\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.13}}, {\"93724\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-05-25 18:38:56.000000+00:00\", \"2019-09-12 23:25:36.000000+00:00\"], \"session_ids\": [\"ef843601-7ee3-4cf6-8433-6fe09f6f1612\", \"e2a50b24-3b64-45ed-a46b-c2168ca176a1\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.459}}, {\"39696\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-03-05 06:03:21.000000+00:00\", \"2022-05-08 10:09:54.000000+00:00\"], \"session_ids\": [\"920958d0-35a7-4c9d-a2ed-c4231f90fafc\", \"02f0c964-329d-4dc1-96b0-a4dac1930b43\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.465}}]\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[{\"93724\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-05-25 18:38:56.000000+00:00\", \"2019-09-12 23:25:36.000000+00:00\"], \"session_ids\": [\"ef843601-7ee3-4cf6-8433-6fe09f6f1612\", \"e2a50b24-3b64-45ed-a46b-c2168ca176a1\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.459}}, {\"39696\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-03-05 06:03:21.000000+00:00\", \"2022-05-08 10:09:54.000000+00:00\"], \"session_ids\": [\"920958d0-35a7-4c9d-a2ed-c4231f90fafc\", \"02f0c964-329d-4dc1-96b0-a4dac1930b43\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.465}}, {\"96881\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-06-07 22:47:21.000000+00:00\", \"2022-12-24 04:09:48.000000+00:00\"], \"session_ids\": [\"fc2cfa2a-2922-432a-bf62-1868b4a52e51\", \"01e009e5-3edf-44b0-9420-c73117507f62\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.13}}]\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[{\"93724\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-05-25 18:38:56.000000+00:00\", \"2019-09-12 23:25:36.000000+00:00\"], \"session_ids\": [\"ef843601-7ee3-4cf6-8433-6fe09f6f1612\", \"e2a50b24-3b64-45ed-a46b-c2168ca176a1\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.459}}, {\"39696\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-03-05 06:03:21.000000+00:00\", \"2022-05-08 10:09:54.000000+00:00\"], \"session_ids\": [\"920958d0-35a7-4c9d-a2ed-c4231f90fafc\", \"02f0c964-329d-4dc1-96b0-a4dac1930b43\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.465}}]\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[{\"93724\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-05-25 18:38:56.000000+00:00\", \"2019-09-12 23:25:36.000000+00:00\"], \"session_ids\": [\"ef843601-7ee3-4cf6-8433-6fe09f6f1612\", \"e2a50b24-3b64-45ed-a46b-c2168ca176a1\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.459}}, {\"39696\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-03-05 06:03:21.000000+00:00\", \"2022-05-08 10:09:54.000000+00:00\"], \"session_ids\": [\"920958d0-35a7-4c9d-a2ed-c4231f90fafc\", \"02f0c964-329d-4dc1-96b0-a4dac1930b43\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.465}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the user with a sum of duration that is strictly higher than 3741 and lower than 816 , and put to use sorting by all sessions quantity in asc in addition save 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{\"34858\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2020-03-05 14:19:58.000000+00:00\", \"2021-01-11 06:02:35.000000+00:00\", \"2022-05-09 08:54:21.000000+00:00\", \"2020-05-26 17:26:07.000000+00:00\", \"2019-11-22 10:26:47.000000+00:00\", \"2021-11-22 14:04:27.000000+00:00\"], \"session_ids\": [\"437b1aa1-f5ed-4d21-bd74-b85876575d65\", \"a616d5e2-935e-43c7-8b47-6a46186e6f02\", \"1ee2afbc-d454-4942-aed7-7867fc3899c1\", \"ab1f37a6-7a65-4661-8006-21cf34c7fe0c\", \"dd82d51e-5005-41db-a804-24b575b99e89\", \"61f3c722-8224-433e-942c-5207d5209880\"], \"total_duration\": 5921.0, \"total_sessions\": 6, \"mean_week_duration\": 45.899}, \"43072\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-03-24 07:58:48.000000+00:00\", \"2020-12-03 20:30:45.000000+00:00\", \"2020-08-12 01:33:40.000000+00:00\", \"2020-02-26 10:11:18.000000+00:00\"], \"session_ids\": [\"1c8cee93-1ef4-4ed4-9a36-d01018cbd639\", \"1d722c0f-9b27-476b-ab73-2c4f6d0daee2\", \"ed41446a-7ef8-48fd-b905-839bb613b24e\", \"18cb01ca-bf46-4ddb-af93-3f5e68e877d0\"], \"total_duration\": 152.0, \"total_sessions\": 4, \"mean_week_duration\": 1.708}, \"8367\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-01-27 09:43:40.000000+00:00\", \"2023-06-24 11:45:51.000000+00:00\"], \"session_ids\": [\"5fc5b770-bc31-42cd-b10d-e7c7e3bf0fb0\", \"2b2d7e13-ef80-4247-9490-e84987918231\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 2.048}, \"48901\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-05-22 22:13:29.000000+00:00\", \"2019-11-07 12:46:09.000000+00:00\"], \"session_ids\": [\"d514f434-bc77-4b66-82ca-15afffc014a8\", \"265d544f-a98f-4ea7-8033-c332dd658b42\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.481}, \"26024\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-03-14 03:25:29.000000+00:00\", \"2022-05-18 17:55:00.000000+00:00\"], \"session_ids\": [\"941701b4-99a7-4d1d-8b2d-540c9cf6c21b\", \"60f96cf1-a043-4f94-9e26-4684ea10a401\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.677}, \"2751\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-10-02 17:48:20.000000+00:00\", \"2023-02-21 16:12:32.000000+00:00\", \"2021-04-30 07:01:01.000000+00:00\"], \"session_ids\": [\"38d57fb7-9dea-430d-a7b5-cfeba5197c7d\", \"c67ba7f2-ab4a-45bd-b9d9-64bc88a336b0\", \"0715e949-2714-4c94-9d9a-af31963d0eec\"], \"total_duration\": 963.0, \"total_sessions\": 3, \"mean_week_duration\": 10.137}, \"26818\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-06-06 10:02:31.000000+00:00\", \"2022-03-31 19:42:51.000000+00:00\", \"2020-01-23 08:18:41.000000+00:00\"], \"session_ids\": [\"546590cf-3148-42b4-bea3-af076c4d85c2\", \"38ca56ec-f8f2-4275-8344-5d48e84d8836\", \"256bf5cc-f248-4604-8c85-61679c8a6711\"], \"total_duration\": 999.0, \"total_sessions\": 3, \"mean_week_duration\": 8.056}, \"63489\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-28 03:31:53.000000+00:00\", \"2022-07-03 15:02:16.000000+00:00\"], \"session_ids\": [\"b43d41e3-5022-4090-a843-10b1ad2c2088\", \"ac80f89b-64e2-4eb0-8045-7a19b7f6552c\"], \"total_duration\": 389.0, \"total_sessions\": 2, \"mean_week_duration\": 11.114}, \"51220\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2019-02-24 06:09:28.000000+00:00\", \"2022-08-09 17:05:29.000000+00:00\", \"2022-09-16 11:58:05.000000+00:00\"], \"session_ids\": [\"a67ea3fb-1578-4939-95f2-d301aa03be0b\", \"f9532d8b-42ff-43e0-bef0-f3aad5825635\", \"fbac2623-86f3-4199-bb29-d4ac816f3415\"], \"total_duration\": 1049.0, \"total_sessions\": 3, \"mean_week_duration\": 5.64}, \"94497\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-08-11 23:07:01.000000+00:00\", \"2019-01-27 18:32:39.000000+00:00\", \"2021-06-22 20:01:17.000000+00:00\"], \"session_ids\": [\"7ccaf5c6-0946-4729-98e6-32b9912c7c7c\", \"c45ffbca-0c53-4f35-9961-7cfc4390ce9e\", \"e3ebeb4b-2357-4d08-b5b8-e5ec92bce2c0\"], \"total_duration\": 324.0, \"total_sessions\": 3, \"mean_week_duration\": 1.751}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or less than 816 and are greater than 3741"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_duration\": [[816, 3741]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"43072\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-03-24 07:58:48.000000+00:00\", \"2020-12-03 20:30:45.000000+00:00\", \"2020-08-12 01:33:40.000000+00:00\", \"2020-02-26 10:11:18.000000+00:00\"], \"session_ids\": [\"1c8cee93-1ef4-4ed4-9a36-d01018cbd639\", \"1d722c0f-9b27-476b-ab73-2c4f6d0daee2\", \"ed41446a-7ef8-48fd-b905-839bb613b24e\", \"18cb01ca-bf46-4ddb-af93-3f5e68e877d0\"], \"total_duration\": 152.0, \"total_sessions\": 4, \"mean_week_duration\": 1.708}, \"8367\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-01-27 09:43:40.000000+00:00\", \"2023-06-24 11:45:51.000000+00:00\"], \"session_ids\": [\"5fc5b770-bc31-42cd-b10d-e7c7e3bf0fb0\", \"2b2d7e13-ef80-4247-9490-e84987918231\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 2.048}, \"48901\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-05-22 22:13:29.000000+00:00\", \"2019-11-07 12:46:09.000000+00:00\"], \"session_ids\": [\"d514f434-bc77-4b66-82ca-15afffc014a8\", \"265d544f-a98f-4ea7-8033-c332dd658b42\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.481}, \"26024\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-03-14 03:25:29.000000+00:00\", \"2022-05-18 17:55:00.000000+00:00\"], \"session_ids\": [\"941701b4-99a7-4d1d-8b2d-540c9cf6c21b\", \"60f96cf1-a043-4f94-9e26-4684ea10a401\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.677}, \"63489\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-28 03:31:53.000000+00:00\", \"2022-07-03 15:02:16.000000+00:00\"], \"session_ids\": [\"b43d41e3-5022-4090-a843-10b1ad2c2088\", \"ac80f89b-64e2-4eb0-8045-7a19b7f6552c\"], \"total_duration\": 389.0, \"total_sessions\": 2, \"mean_week_duration\": 11.114}, \"94497\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-08-11 23:07:01.000000+00:00\", \"2019-01-27 18:32:39.000000+00:00\", \"2021-06-22 20:01:17.000000+00:00\"], \"session_ids\": [\"7ccaf5c6-0946-4729-98e6-32b9912c7c7c\", \"c45ffbca-0c53-4f35-9961-7cfc4390ce9e\", \"e3ebeb4b-2357-4d08-b5b8-e5ec92bce2c0\"], \"total_duration\": 324.0, \"total_sessions\": 3, \"mean_week_duration\": 1.751}, \"34858\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2020-03-05 14:19:58.000000+00:00\", \"2021-01-11 06:02:35.000000+00:00\", \"2022-05-09 08:54:21.000000+00:00\", \"2020-05-26 17:26:07.000000+00:00\", \"2019-11-22 10:26:47.000000+00:00\", \"2021-11-22 14:04:27.000000+00:00\"], \"session_ids\": [\"437b1aa1-f5ed-4d21-bd74-b85876575d65\", \"a616d5e2-935e-43c7-8b47-6a46186e6f02\", \"1ee2afbc-d454-4942-aed7-7867fc3899c1\", \"ab1f37a6-7a65-4661-8006-21cf34c7fe0c\", \"dd82d51e-5005-41db-a804-24b575b99e89\", \"61f3c722-8224-433e-942c-5207d5209880\"], \"total_duration\": 5921.0, \"total_sessions\": 6, \"mean_week_duration\": 45.899}}\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[{\"8367\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-01-27 09:43:40.000000+00:00\", \"2023-06-24 11:45:51.000000+00:00\"], \"session_ids\": [\"5fc5b770-bc31-42cd-b10d-e7c7e3bf0fb0\", \"2b2d7e13-ef80-4247-9490-e84987918231\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 2.048}}, {\"48901\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-05-22 22:13:29.000000+00:00\", \"2019-11-07 12:46:09.000000+00:00\"], \"session_ids\": [\"d514f434-bc77-4b66-82ca-15afffc014a8\", \"265d544f-a98f-4ea7-8033-c332dd658b42\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.481}}, {\"26024\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-03-14 03:25:29.000000+00:00\", \"2022-05-18 17:55:00.000000+00:00\"], \"session_ids\": [\"941701b4-99a7-4d1d-8b2d-540c9cf6c21b\", \"60f96cf1-a043-4f94-9e26-4684ea10a401\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.677}}, {\"63489\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-28 03:31:53.000000+00:00\", \"2022-07-03 15:02:16.000000+00:00\"], \"session_ids\": [\"b43d41e3-5022-4090-a843-10b1ad2c2088\", \"ac80f89b-64e2-4eb0-8045-7a19b7f6552c\"], \"total_duration\": 389.0, \"total_sessions\": 2, \"mean_week_duration\": 11.114}}, {\"94497\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-08-11 23:07:01.000000+00:00\", \"2019-01-27 18:32:39.000000+00:00\", \"2021-06-22 20:01:17.000000+00:00\"], \"session_ids\": [\"7ccaf5c6-0946-4729-98e6-32b9912c7c7c\", \"c45ffbca-0c53-4f35-9961-7cfc4390ce9e\", \"e3ebeb4b-2357-4d08-b5b8-e5ec92bce2c0\"], \"total_duration\": 324.0, \"total_sessions\": 3, \"mean_week_duration\": 1.751}}, {\"43072\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-03-24 07:58:48.000000+00:00\", \"2020-12-03 20:30:45.000000+00:00\", \"2020-08-12 01:33:40.000000+00:00\", \"2020-02-26 10:11:18.000000+00:00\"], \"session_ids\": [\"1c8cee93-1ef4-4ed4-9a36-d01018cbd639\", \"1d722c0f-9b27-476b-ab73-2c4f6d0daee2\", \"ed41446a-7ef8-48fd-b905-839bb613b24e\", \"18cb01ca-bf46-4ddb-af93-3f5e68e877d0\"], \"total_duration\": 152.0, \"total_sessions\": 4, \"mean_week_duration\": 1.708}}, {\"34858\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2020-03-05 14:19:58.000000+00:00\", \"2021-01-11 06:02:35.000000+00:00\", \"2022-05-09 08:54:21.000000+00:00\", \"2020-05-26 17:26:07.000000+00:00\", \"2019-11-22 10:26:47.000000+00:00\", \"2021-11-22 14:04:27.000000+00:00\"], \"session_ids\": [\"437b1aa1-f5ed-4d21-bd74-b85876575d65\", \"a616d5e2-935e-43c7-8b47-6a46186e6f02\", \"1ee2afbc-d454-4942-aed7-7867fc3899c1\", \"ab1f37a6-7a65-4661-8006-21cf34c7fe0c\", \"dd82d51e-5005-41db-a804-24b575b99e89\", \"61f3c722-8224-433e-942c-5207d5209880\"], \"total_duration\": 5921.0, \"total_sessions\": 6, \"mean_week_duration\": 45.899}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"8367\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-01-27 09:43:40.000000+00:00\", \"2023-06-24 11:45:51.000000+00:00\"], \"session_ids\": [\"5fc5b770-bc31-42cd-b10d-e7c7e3bf0fb0\", \"2b2d7e13-ef80-4247-9490-e84987918231\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 2.048}}, {\"48901\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-05-22 22:13:29.000000+00:00\", \"2019-11-07 12:46:09.000000+00:00\"], \"session_ids\": [\"d514f434-bc77-4b66-82ca-15afffc014a8\", \"265d544f-a98f-4ea7-8033-c332dd658b42\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.481}}, {\"26024\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-03-14 03:25:29.000000+00:00\", \"2022-05-18 17:55:00.000000+00:00\"], \"session_ids\": [\"941701b4-99a7-4d1d-8b2d-540c9cf6c21b\", \"60f96cf1-a043-4f94-9e26-4684ea10a401\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.677}}, {\"63489\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-28 03:31:53.000000+00:00\", \"2022-07-03 15:02:16.000000+00:00\"], \"session_ids\": [\"b43d41e3-5022-4090-a843-10b1ad2c2088\", \"ac80f89b-64e2-4eb0-8045-7a19b7f6552c\"], \"total_duration\": 389.0, \"total_sessions\": 2, \"mean_week_duration\": 11.114}}]\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[{\"8367\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-01-27 09:43:40.000000+00:00\", \"2023-06-24 11:45:51.000000+00:00\"], \"session_ids\": [\"5fc5b770-bc31-42cd-b10d-e7c7e3bf0fb0\", \"2b2d7e13-ef80-4247-9490-e84987918231\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 2.048}}, {\"48901\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-05-22 22:13:29.000000+00:00\", \"2019-11-07 12:46:09.000000+00:00\"], \"session_ids\": [\"d514f434-bc77-4b66-82ca-15afffc014a8\", \"265d544f-a98f-4ea7-8033-c332dd658b42\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.481}}, {\"26024\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-03-14 03:25:29.000000+00:00\", \"2022-05-18 17:55:00.000000+00:00\"], \"session_ids\": [\"941701b4-99a7-4d1d-8b2d-540c9cf6c21b\", \"60f96cf1-a043-4f94-9e26-4684ea10a401\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.677}}, {\"63489\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-28 03:31:53.000000+00:00\", \"2022-07-03 15:02:16.000000+00:00\"], \"session_ids\": [\"b43d41e3-5022-4090-a843-10b1ad2c2088\", \"ac80f89b-64e2-4eb0-8045-7a19b7f6552c\"], \"total_duration\": 389.0, \"total_sessions\": 2, \"mean_week_duration\": 11.114}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about 8 users who have duration of sessions per week bigger than 27 and smaller than 10 in addition perform sorting by total sessions risingly and show me only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"32980\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-08-21 06:02:12.000000+00:00\", \"2022-08-13 22:37:49.000000+00:00\"], \"session_ids\": [\"a029f384-9bea-4a38-8d7a-c38ef48099d2\", \"e1e4f1ef-1171-4d11-891f-50f7b73fea56\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.173}, \"64772\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-10-03 09:39:11.000000+00:00\", \"2020-02-20 01:26:15.000000+00:00\", \"2022-04-25 18:34:31.000000+00:00\", \"2023-06-19 04:53:51.000000+00:00\", \"2019-01-09 22:29:49.000000+00:00\"], \"session_ids\": [\"cc906b76-71cf-4ba4-acd3-87ffcd7d962e\", \"ba8fec06-6289-4df0-b941-d90b691377b0\", \"24a2fe04-4bcb-43a4-a2b1-7b5309ea653d\", \"6e3aab22-1b81-4829-a62b-5ab064e6d17b\", \"c08896c4-14c1-43b7-b1b6-a65922a80d55\"], \"total_duration\": 514.0, \"total_sessions\": 5, \"mean_week_duration\": 2.216}, \"61602\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-01-01 11:08:11.000000+00:00\", \"2023-05-14 23:48:19.000000+00:00\", \"2019-12-08 04:24:52.000000+00:00\", \"2021-10-02 10:17:26.000000+00:00\", \"2020-03-05 11:10:32.000000+00:00\"], \"session_ids\": [\"57d97471-cb64-4247-8517-7601711573e5\", \"ac99bb31-1b99-4871-a1da-4006fbe10503\", \"a0f14a40-ff26-4e92-9d84-b0dafb93fd2b\", \"2bcd7175-7ecc-48ce-b771-c663e07ce4ed\", \"1ce550ea-9e93-4cd8-845e-cd13f2c1c6f5\"], \"total_duration\": 3907.0, \"total_sessions\": 5, \"mean_week_duration\": 21.827}, \"50920\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2023-05-17 13:38:45.000000+00:00\", \"2021-06-07 09:03:39.000000+00:00\", \"2019-03-20 00:48:02.000000+00:00\", \"2019-02-18 14:55:25.000000+00:00\", \"2021-05-05 09:07:22.000000+00:00\", \"2022-11-15 06:17:46.000000+00:00\", \"2019-05-10 21:31:32.000000+00:00\", \"2019-12-18 01:10:33.000000+00:00\", \"2020-03-28 06:03:33.000000+00:00\", \"2020-04-07 22:32:25.000000+00:00\", \"2023-06-23 08:36:01.000000+00:00\"], \"session_ids\": [\"519beb04-090f-4b24-94a9-c28c1e217b9d\", \"6b966183-cb7b-4fef-8a3d-35daffc4c4dc\", \"d91d4853-1d12-44de-8183-53d45033f00a\", \"9fcabe93-1ed0-4772-ac33-bddd4fc1c1e2\", \"899de876-cad6-42d4-8b55-cae5fab0e4a5\", \"41d1e70a-9d16-4906-b83e-5adedb6e28cd\", \"24c55e8e-550e-47b6-8159-c678cfa4a293\", \"ac5966c4-cd02-4b2a-aadd-3b0b401a6c3d\", \"d2ecf839-565e-4fab-9551-9dc1e746a647\", \"454ca5e5-5c7c-4882-86b5-cda3199f216f\", \"e1c03568-e4b2-4ffe-b226-88bfa94da514\"], \"total_duration\": 782.0, \"total_sessions\": 11, \"mean_week_duration\": 3.445}, \"52511\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-27 23:47:15.000000+00:00\", \"2023-05-20 11:23:20.000000+00:00\", \"2022-07-22 07:14:03.000000+00:00\", \"2020-06-01 01:59:08.000000+00:00\"], \"session_ids\": [\"c2fa0c22-5c99-47c9-9978-918cbef7777d\", \"f5e4276f-dfa8-43fa-8d9b-badd9f16f216\", \"16c7be01-77cd-4190-8b27-d91d2501e501\", \"c4b4f05e-76d5-41bd-9960-06ea8ba8b599\"], \"total_duration\": 1625.0, \"total_sessions\": 4, \"mean_week_duration\": 10.484}, \"44317\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-14 19:03:36.000000+00:00\", \"2019-04-06 04:44:42.000000+00:00\"], \"session_ids\": [\"4c7cc02f-5934-4781-81c5-cdc065712a0a\", \"1cd1c83a-08dc-4ff2-896d-1b0be595bb01\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 1.034}, \"79822\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-11-17 19:09:24.000000+00:00\", \"2023-01-10 10:02:19.000000+00:00\", \"2019-09-12 15:39:11.000000+00:00\"], \"session_ids\": [\"233b31dc-cee5-4064-8fc2-f35332925a47\", \"274042f3-3de2-49c2-8256-386cd4b9ce9f\", \"fa5c9f36-c341-40aa-b348-49b9d03fe0d1\"], \"total_duration\": 337.0, \"total_sessions\": 3, \"mean_week_duration\": 1.937}, \"14262\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-08-27 12:57:38.000000+00:00\", \"2021-02-01 11:49:02.000000+00:00\", \"2022-04-21 23:43:48.000000+00:00\", \"2019-11-27 15:26:21.000000+00:00\", \"2020-12-30 23:40:07.000000+00:00\", \"2022-07-21 06:40:07.000000+00:00\"], \"session_ids\": [\"5377bb6b-419c-469f-b4ca-26f05b8cdaee\", \"7720e8ce-c360-40f9-92ec-75c6734cd633\", \"baee72c0-7fab-4767-ac7e-f1fa954265ba\", \"34371e3a-0f22-48ff-9fc7-8432a6844a42\", \"53cb2b32-6f93-403d-b923-522467cafd49\", \"d997564e-25d8-421c-834f-408267e0a1e4\"], \"total_duration\": 208.0, \"total_sessions\": 6, \"mean_week_duration\": 1.507}, \"14373\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-09 21:52:46.000000+00:00\", \"2019-01-24 06:15:27.000000+00:00\"], \"session_ids\": [\"be12343b-a4cb-4e95-9f0e-150bf4642b33\", \"7d8f0bdf-4b22-4ad2-aef4-d9afc9d75993\"], \"total_duration\": 358.0, \"total_sessions\": 2, \"mean_week_duration\": 119.333}, \"51024\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-10-23 01:03:29.000000+00:00\", \"2019-08-12 11:25:46.000000+00:00\"], \"session_ids\": [\"3bf92305-d829-477c-a198-a3d122f70c02\", \"7c1ea5b4-80c3-48b3-84b1-c6142876d07b\"], \"total_duration\": 433.0, \"total_sessions\": 2, \"mean_week_duration\": 3.765}}\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 10 and are equal or greater than 27"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[10, 27]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"32980\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-08-21 06:02:12.000000+00:00\", \"2022-08-13 22:37:49.000000+00:00\"], \"session_ids\": [\"a029f384-9bea-4a38-8d7a-c38ef48099d2\", \"e1e4f1ef-1171-4d11-891f-50f7b73fea56\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.173}, \"64772\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-10-03 09:39:11.000000+00:00\", \"2020-02-20 01:26:15.000000+00:00\", \"2022-04-25 18:34:31.000000+00:00\", \"2023-06-19 04:53:51.000000+00:00\", \"2019-01-09 22:29:49.000000+00:00\"], \"session_ids\": [\"cc906b76-71cf-4ba4-acd3-87ffcd7d962e\", \"ba8fec06-6289-4df0-b941-d90b691377b0\", \"24a2fe04-4bcb-43a4-a2b1-7b5309ea653d\", \"6e3aab22-1b81-4829-a62b-5ab064e6d17b\", \"c08896c4-14c1-43b7-b1b6-a65922a80d55\"], \"total_duration\": 514.0, \"total_sessions\": 5, \"mean_week_duration\": 2.216}, \"50920\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2023-05-17 13:38:45.000000+00:00\", \"2021-06-07 09:03:39.000000+00:00\", \"2019-03-20 00:48:02.000000+00:00\", \"2019-02-18 14:55:25.000000+00:00\", \"2021-05-05 09:07:22.000000+00:00\", \"2022-11-15 06:17:46.000000+00:00\", \"2019-05-10 21:31:32.000000+00:00\", \"2019-12-18 01:10:33.000000+00:00\", \"2020-03-28 06:03:33.000000+00:00\", \"2020-04-07 22:32:25.000000+00:00\", \"2023-06-23 08:36:01.000000+00:00\"], \"session_ids\": [\"519beb04-090f-4b24-94a9-c28c1e217b9d\", \"6b966183-cb7b-4fef-8a3d-35daffc4c4dc\", \"d91d4853-1d12-44de-8183-53d45033f00a\", \"9fcabe93-1ed0-4772-ac33-bddd4fc1c1e2\", \"899de876-cad6-42d4-8b55-cae5fab0e4a5\", \"41d1e70a-9d16-4906-b83e-5adedb6e28cd\", \"24c55e8e-550e-47b6-8159-c678cfa4a293\", \"ac5966c4-cd02-4b2a-aadd-3b0b401a6c3d\", \"d2ecf839-565e-4fab-9551-9dc1e746a647\", \"454ca5e5-5c7c-4882-86b5-cda3199f216f\", \"e1c03568-e4b2-4ffe-b226-88bfa94da514\"], \"total_duration\": 782.0, \"total_sessions\": 11, \"mean_week_duration\": 3.445}, \"44317\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-14 19:03:36.000000+00:00\", \"2019-04-06 04:44:42.000000+00:00\"], \"session_ids\": [\"4c7cc02f-5934-4781-81c5-cdc065712a0a\", \"1cd1c83a-08dc-4ff2-896d-1b0be595bb01\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 1.034}, \"79822\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-11-17 19:09:24.000000+00:00\", \"2023-01-10 10:02:19.000000+00:00\", \"2019-09-12 15:39:11.000000+00:00\"], \"session_ids\": [\"233b31dc-cee5-4064-8fc2-f35332925a47\", \"274042f3-3de2-49c2-8256-386cd4b9ce9f\", \"fa5c9f36-c341-40aa-b348-49b9d03fe0d1\"], \"total_duration\": 337.0, \"total_sessions\": 3, \"mean_week_duration\": 1.937}, \"14262\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-08-27 12:57:38.000000+00:00\", \"2021-02-01 11:49:02.000000+00:00\", \"2022-04-21 23:43:48.000000+00:00\", \"2019-11-27 15:26:21.000000+00:00\", \"2020-12-30 23:40:07.000000+00:00\", \"2022-07-21 06:40:07.000000+00:00\"], \"session_ids\": [\"5377bb6b-419c-469f-b4ca-26f05b8cdaee\", \"7720e8ce-c360-40f9-92ec-75c6734cd633\", \"baee72c0-7fab-4767-ac7e-f1fa954265ba\", \"34371e3a-0f22-48ff-9fc7-8432a6844a42\", \"53cb2b32-6f93-403d-b923-522467cafd49\", \"d997564e-25d8-421c-834f-408267e0a1e4\"], \"total_duration\": 208.0, \"total_sessions\": 6, \"mean_week_duration\": 1.507}, \"51024\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-10-23 01:03:29.000000+00:00\", \"2019-08-12 11:25:46.000000+00:00\"], \"session_ids\": [\"3bf92305-d829-477c-a198-a3d122f70c02\", \"7c1ea5b4-80c3-48b3-84b1-c6142876d07b\"], \"total_duration\": 433.0, \"total_sessions\": 2, \"mean_week_duration\": 3.765}, \"14373\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-09 21:52:46.000000+00:00\", \"2019-01-24 06:15:27.000000+00:00\"], \"session_ids\": [\"be12343b-a4cb-4e95-9f0e-150bf4642b33\", \"7d8f0bdf-4b22-4ad2-aef4-d9afc9d75993\"], \"total_duration\": 358.0, \"total_sessions\": 2, \"mean_week_duration\": 119.333}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"32980\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-08-21 06:02:12.000000+00:00\", \"2022-08-13 22:37:49.000000+00:00\"], \"session_ids\": [\"a029f384-9bea-4a38-8d7a-c38ef48099d2\", \"e1e4f1ef-1171-4d11-891f-50f7b73fea56\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.173}}, {\"44317\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-14 19:03:36.000000+00:00\", \"2019-04-06 04:44:42.000000+00:00\"], \"session_ids\": [\"4c7cc02f-5934-4781-81c5-cdc065712a0a\", \"1cd1c83a-08dc-4ff2-896d-1b0be595bb01\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 1.034}}, {\"51024\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-10-23 01:03:29.000000+00:00\", \"2019-08-12 11:25:46.000000+00:00\"], \"session_ids\": [\"3bf92305-d829-477c-a198-a3d122f70c02\", \"7c1ea5b4-80c3-48b3-84b1-c6142876d07b\"], \"total_duration\": 433.0, \"total_sessions\": 2, \"mean_week_duration\": 3.765}}, {\"14373\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-09 21:52:46.000000+00:00\", \"2019-01-24 06:15:27.000000+00:00\"], \"session_ids\": [\"be12343b-a4cb-4e95-9f0e-150bf4642b33\", \"7d8f0bdf-4b22-4ad2-aef4-d9afc9d75993\"], \"total_duration\": 358.0, \"total_sessions\": 2, \"mean_week_duration\": 119.333}}, {\"79822\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-11-17 19:09:24.000000+00:00\", \"2023-01-10 10:02:19.000000+00:00\", \"2019-09-12 15:39:11.000000+00:00\"], \"session_ids\": [\"233b31dc-cee5-4064-8fc2-f35332925a47\", \"274042f3-3de2-49c2-8256-386cd4b9ce9f\", \"fa5c9f36-c341-40aa-b348-49b9d03fe0d1\"], \"total_duration\": 337.0, \"total_sessions\": 3, \"mean_week_duration\": 1.937}}, {\"64772\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-10-03 09:39:11.000000+00:00\", \"2020-02-20 01:26:15.000000+00:00\", \"2022-04-25 18:34:31.000000+00:00\", \"2023-06-19 04:53:51.000000+00:00\", \"2019-01-09 22:29:49.000000+00:00\"], \"session_ids\": [\"cc906b76-71cf-4ba4-acd3-87ffcd7d962e\", \"ba8fec06-6289-4df0-b941-d90b691377b0\", \"24a2fe04-4bcb-43a4-a2b1-7b5309ea653d\", \"6e3aab22-1b81-4829-a62b-5ab064e6d17b\", \"c08896c4-14c1-43b7-b1b6-a65922a80d55\"], \"total_duration\": 514.0, \"total_sessions\": 5, \"mean_week_duration\": 2.216}}, {\"14262\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-08-27 12:57:38.000000+00:00\", \"2021-02-01 11:49:02.000000+00:00\", \"2022-04-21 23:43:48.000000+00:00\", \"2019-11-27 15:26:21.000000+00:00\", \"2020-12-30 23:40:07.000000+00:00\", \"2022-07-21 06:40:07.000000+00:00\"], \"session_ids\": [\"5377bb6b-419c-469f-b4ca-26f05b8cdaee\", \"7720e8ce-c360-40f9-92ec-75c6734cd633\", \"baee72c0-7fab-4767-ac7e-f1fa954265ba\", \"34371e3a-0f22-48ff-9fc7-8432a6844a42\", \"53cb2b32-6f93-403d-b923-522467cafd49\", \"d997564e-25d8-421c-834f-408267e0a1e4\"], \"total_duration\": 208.0, \"total_sessions\": 6, \"mean_week_duration\": 1.507}}, {\"50920\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2023-05-17 13:38:45.000000+00:00\", \"2021-06-07 09:03:39.000000+00:00\", \"2019-03-20 00:48:02.000000+00:00\", \"2019-02-18 14:55:25.000000+00:00\", \"2021-05-05 09:07:22.000000+00:00\", \"2022-11-15 06:17:46.000000+00:00\", \"2019-05-10 21:31:32.000000+00:00\", \"2019-12-18 01:10:33.000000+00:00\", \"2020-03-28 06:03:33.000000+00:00\", \"2020-04-07 22:32:25.000000+00:00\", \"2023-06-23 08:36:01.000000+00:00\"], \"session_ids\": [\"519beb04-090f-4b24-94a9-c28c1e217b9d\", \"6b966183-cb7b-4fef-8a3d-35daffc4c4dc\", \"d91d4853-1d12-44de-8183-53d45033f00a\", \"9fcabe93-1ed0-4772-ac33-bddd4fc1c1e2\", \"899de876-cad6-42d4-8b55-cae5fab0e4a5\", \"41d1e70a-9d16-4906-b83e-5adedb6e28cd\", \"24c55e8e-550e-47b6-8159-c678cfa4a293\", \"ac5966c4-cd02-4b2a-aadd-3b0b401a6c3d\", \"d2ecf839-565e-4fab-9551-9dc1e746a647\", \"454ca5e5-5c7c-4882-86b5-cda3199f216f\", \"e1c03568-e4b2-4ffe-b226-88bfa94da514\"], \"total_duration\": 782.0, \"total_sessions\": 11, \"mean_week_duration\": 3.445}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"32980\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-08-21 06:02:12.000000+00:00\", \"2022-08-13 22:37:49.000000+00:00\"], \"session_ids\": [\"a029f384-9bea-4a38-8d7a-c38ef48099d2\", \"e1e4f1ef-1171-4d11-891f-50f7b73fea56\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.173}}, {\"44317\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-14 19:03:36.000000+00:00\", \"2019-04-06 04:44:42.000000+00:00\"], \"session_ids\": [\"4c7cc02f-5934-4781-81c5-cdc065712a0a\", \"1cd1c83a-08dc-4ff2-896d-1b0be595bb01\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 1.034}}, {\"51024\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-10-23 01:03:29.000000+00:00\", \"2019-08-12 11:25:46.000000+00:00\"], \"session_ids\": [\"3bf92305-d829-477c-a198-a3d122f70c02\", \"7c1ea5b4-80c3-48b3-84b1-c6142876d07b\"], \"total_duration\": 433.0, \"total_sessions\": 2, \"mean_week_duration\": 3.765}}]\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[{\"32980\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-08-21 06:02:12.000000+00:00\", \"2022-08-13 22:37:49.000000+00:00\"], \"session_ids\": [\"a029f384-9bea-4a38-8d7a-c38ef48099d2\", \"e1e4f1ef-1171-4d11-891f-50f7b73fea56\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.173}}, {\"44317\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-14 19:03:36.000000+00:00\", \"2019-04-06 04:44:42.000000+00:00\"], \"session_ids\": [\"4c7cc02f-5934-4781-81c5-cdc065712a0a\", \"1cd1c83a-08dc-4ff2-896d-1b0be595bb01\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 1.034}}, {\"51024\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-10-23 01:03:29.000000+00:00\", \"2019-08-12 11:25:46.000000+00:00\"], \"session_ids\": [\"3bf92305-d829-477c-a198-a3d122f70c02\", \"7c1ea5b4-80c3-48b3-84b1-c6142876d07b\"], \"total_duration\": 433.0, \"total_sessions\": 2, \"mean_week_duration\": 3.765}}]\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 6 users whose duration total is bigger than 4713 and smaller than 693 (not including) plus carry out sorting by time in app per week in descending , moreover provide me only with 3 pieces of data."
}
] |
[
{
"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{\"92299\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-08-23 21:54:06.000000+00:00\", \"2019-11-30 08:49:13.000000+00:00\"], \"session_ids\": [\"0fd9a224-a298-4c47-ae6b-891900b60b3e\", \"8dd02bd7-26e4-4f77-a813-a5d1be56dd13\"], \"total_duration\": 360.0, \"total_sessions\": 2, \"mean_week_duration\": 3.956}, \"47491\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-07-06 06:49:11.000000+00:00\", \"2019-07-08 19:02:14.000000+00:00\"], \"session_ids\": [\"017341fa-3f19-471e-afee-4f9c6bd085ad\", \"c028ecd2-5c73-44b8-9bf5-0ef931e93664\"], \"total_duration\": 377.0, \"total_sessions\": 2, \"mean_week_duration\": 2.401}, \"23810\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-09-17 21:48:21.000000+00:00\", \"2020-10-15 09:14:11.000000+00:00\", \"2019-03-02 22:19:30.000000+00:00\", \"2020-11-01 05:46:43.000000+00:00\"], \"session_ids\": [\"055d40bd-1f09-4d38-85f0-f1ec93247e3b\", \"55312cb2-9fc8-4910-94f7-f716085806ae\", \"3992cf66-d0b2-41f8-a79e-b4c1e040202b\", \"5266690d-2d16-41c3-a836-8a1100d5f03d\"], \"total_duration\": 1450.0, \"total_sessions\": 4, \"mean_week_duration\": 16.667}, \"41276\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 8, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-04 07:27:18.000000+00:00\", \"2021-10-26 09:01:41.000000+00:00\"], \"session_ids\": [\"a701d7cf-cb75-47cc-ac19-d91cd05b3c29\", \"a6f73096-b6f9-405c-8125-38fca7d19744\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.579}, \"58628\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-10-12 16:31:16.000000+00:00\", \"2022-04-17 15:48:45.000000+00:00\"], \"session_ids\": [\"4dfe13b5-1600-486b-929f-9305e33567b3\", \"10a204fd-f144-41fa-afe5-0d4b34b57612\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 1.013}, \"26655\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-07-23 17:58:59.000000+00:00\", \"2022-04-26 04:23:04.000000+00:00\", \"2020-05-25 19:30:05.000000+00:00\"], \"session_ids\": [\"2df4f71a-d2a2-497a-a445-89b1b39f42f3\", \"7b681657-6172-4136-b6ca-fd947f3227e4\", \"9e30d4aa-910b-4c92-a0e6-9bbff261d7c5\"], \"total_duration\": 30.0, \"total_sessions\": 3, \"mean_week_duration\": 0.208}, \"74930\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-01-08 14:17:57.000000+00:00\", \"2019-07-28 19:30:18.000000+00:00\"], \"session_ids\": [\"6ede2e45-f34c-42ee-b8bd-562d46e4ab41\", \"6db62a5b-fca4-4511-bfce-b524e38fffea\"], \"total_duration\": 255.0, \"total_sessions\": 2, \"mean_week_duration\": 10.625}, \"2830\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-11-07 20:28:11.000000+00:00\", \"2023-06-01 00:09:26.000000+00:00\", \"2020-03-17 12:05:33.000000+00:00\", \"2022-01-15 02:10:57.000000+00:00\", \"2019-02-14 10:38:59.000000+00:00\"], \"session_ids\": [\"cc0d10c4-e765-4704-a621-4546ed5886dc\", \"884473a4-1b79-4130-8032-a13e589ae680\", \"6772725a-3d88-46e2-838e-3fa485906381\", \"07b1ead4-e987-4043-a8f3-f95a48d3a8d7\", \"07d096a8-05c7-4cd0-9978-b1589d57d125\"], \"total_duration\": 3585.0, \"total_sessions\": 5, \"mean_week_duration\": 16.004}, \"61970\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-12-10 02:03:24.000000+00:00\", \"2020-01-26 04:25:00.000000+00:00\"], \"session_ids\": [\"94909634-ac8e-47f6-a926-aa5de444d47d\", \"159c2d75-cebf-4e29-b661-956e30114e11\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 7.152}, \"87125\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-05-21 14:50:47.000000+00:00\", \"2021-10-07 20:07:15.000000+00:00\", \"2019-09-04 08:53:57.000000+00:00\", \"2020-09-28 11:47:23.000000+00:00\", \"2020-01-29 15:28:03.000000+00:00\", \"2021-10-29 19:58:25.000000+00:00\", \"2021-04-01 00:26:34.000000+00:00\"], \"session_ids\": [\"8a4873e4-cce0-4f36-96ec-1a7e66581dfd\", \"8c1856b1-24dd-4320-b31f-38b3c87018d8\", \"108dbf80-ba01-4195-a5f0-84cf7f1529b3\", \"677d32d9-f837-4f50-bcdf-25dd31c47328\", \"9cee9101-051e-434f-95f4-6fe3f1405495\", \"d88df7ba-0ef0-4498-ba4f-a41eb54ac204\", \"d8ba0d7f-b933-4cb3-a0d3-a371493cfc95\"], \"total_duration\": 8718.0, \"total_sessions\": 7, \"mean_week_duration\": 61.394}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are less than 693 and are equal or greater than 4713"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_duration\": [[693, 4713]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"92299\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-08-23 21:54:06.000000+00:00\", \"2019-11-30 08:49:13.000000+00:00\"], \"session_ids\": [\"0fd9a224-a298-4c47-ae6b-891900b60b3e\", \"8dd02bd7-26e4-4f77-a813-a5d1be56dd13\"], \"total_duration\": 360.0, \"total_sessions\": 2, \"mean_week_duration\": 3.956}, \"47491\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-07-06 06:49:11.000000+00:00\", \"2019-07-08 19:02:14.000000+00:00\"], \"session_ids\": [\"017341fa-3f19-471e-afee-4f9c6bd085ad\", \"c028ecd2-5c73-44b8-9bf5-0ef931e93664\"], \"total_duration\": 377.0, \"total_sessions\": 2, \"mean_week_duration\": 2.401}, \"41276\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 8, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-04 07:27:18.000000+00:00\", \"2021-10-26 09:01:41.000000+00:00\"], \"session_ids\": [\"a701d7cf-cb75-47cc-ac19-d91cd05b3c29\", \"a6f73096-b6f9-405c-8125-38fca7d19744\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.579}, \"58628\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-10-12 16:31:16.000000+00:00\", \"2022-04-17 15:48:45.000000+00:00\"], \"session_ids\": [\"4dfe13b5-1600-486b-929f-9305e33567b3\", \"10a204fd-f144-41fa-afe5-0d4b34b57612\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 1.013}, \"26655\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-07-23 17:58:59.000000+00:00\", \"2022-04-26 04:23:04.000000+00:00\", \"2020-05-25 19:30:05.000000+00:00\"], \"session_ids\": [\"2df4f71a-d2a2-497a-a445-89b1b39f42f3\", \"7b681657-6172-4136-b6ca-fd947f3227e4\", \"9e30d4aa-910b-4c92-a0e6-9bbff261d7c5\"], \"total_duration\": 30.0, \"total_sessions\": 3, \"mean_week_duration\": 0.208}, \"74930\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-01-08 14:17:57.000000+00:00\", \"2019-07-28 19:30:18.000000+00:00\"], \"session_ids\": [\"6ede2e45-f34c-42ee-b8bd-562d46e4ab41\", \"6db62a5b-fca4-4511-bfce-b524e38fffea\"], \"total_duration\": 255.0, \"total_sessions\": 2, \"mean_week_duration\": 10.625}, \"61970\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-12-10 02:03:24.000000+00:00\", \"2020-01-26 04:25:00.000000+00:00\"], \"session_ids\": [\"94909634-ac8e-47f6-a926-aa5de444d47d\", \"159c2d75-cebf-4e29-b661-956e30114e11\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 7.152}, \"87125\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-05-21 14:50:47.000000+00:00\", \"2021-10-07 20:07:15.000000+00:00\", \"2019-09-04 08:53:57.000000+00:00\", \"2020-09-28 11:47:23.000000+00:00\", \"2020-01-29 15:28:03.000000+00:00\", \"2021-10-29 19:58:25.000000+00:00\", \"2021-04-01 00:26:34.000000+00:00\"], \"session_ids\": [\"8a4873e4-cce0-4f36-96ec-1a7e66581dfd\", \"8c1856b1-24dd-4320-b31f-38b3c87018d8\", \"108dbf80-ba01-4195-a5f0-84cf7f1529b3\", \"677d32d9-f837-4f50-bcdf-25dd31c47328\", \"9cee9101-051e-434f-95f4-6fe3f1405495\", \"d88df7ba-0ef0-4498-ba4f-a41eb54ac204\", \"d8ba0d7f-b933-4cb3-a0d3-a371493cfc95\"], \"total_duration\": 8718.0, \"total_sessions\": 7, \"mean_week_duration\": 61.394}}\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[{\"87125\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-05-21 14:50:47.000000+00:00\", \"2021-10-07 20:07:15.000000+00:00\", \"2019-09-04 08:53:57.000000+00:00\", \"2020-09-28 11:47:23.000000+00:00\", \"2020-01-29 15:28:03.000000+00:00\", \"2021-10-29 19:58:25.000000+00:00\", \"2021-04-01 00:26:34.000000+00:00\"], \"session_ids\": [\"8a4873e4-cce0-4f36-96ec-1a7e66581dfd\", \"8c1856b1-24dd-4320-b31f-38b3c87018d8\", \"108dbf80-ba01-4195-a5f0-84cf7f1529b3\", \"677d32d9-f837-4f50-bcdf-25dd31c47328\", \"9cee9101-051e-434f-95f4-6fe3f1405495\", \"d88df7ba-0ef0-4498-ba4f-a41eb54ac204\", \"d8ba0d7f-b933-4cb3-a0d3-a371493cfc95\"], \"total_duration\": 8718.0, \"total_sessions\": 7, \"mean_week_duration\": 61.394}}, {\"74930\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-01-08 14:17:57.000000+00:00\", \"2019-07-28 19:30:18.000000+00:00\"], \"session_ids\": [\"6ede2e45-f34c-42ee-b8bd-562d46e4ab41\", \"6db62a5b-fca4-4511-bfce-b524e38fffea\"], \"total_duration\": 255.0, \"total_sessions\": 2, \"mean_week_duration\": 10.625}}, {\"61970\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-12-10 02:03:24.000000+00:00\", \"2020-01-26 04:25:00.000000+00:00\"], \"session_ids\": [\"94909634-ac8e-47f6-a926-aa5de444d47d\", \"159c2d75-cebf-4e29-b661-956e30114e11\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 7.152}}, {\"92299\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-08-23 21:54:06.000000+00:00\", \"2019-11-30 08:49:13.000000+00:00\"], \"session_ids\": [\"0fd9a224-a298-4c47-ae6b-891900b60b3e\", \"8dd02bd7-26e4-4f77-a813-a5d1be56dd13\"], \"total_duration\": 360.0, \"total_sessions\": 2, \"mean_week_duration\": 3.956}}, {\"47491\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-07-06 06:49:11.000000+00:00\", \"2019-07-08 19:02:14.000000+00:00\"], \"session_ids\": [\"017341fa-3f19-471e-afee-4f9c6bd085ad\", \"c028ecd2-5c73-44b8-9bf5-0ef931e93664\"], \"total_duration\": 377.0, \"total_sessions\": 2, \"mean_week_duration\": 2.401}}, {\"58628\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-10-12 16:31:16.000000+00:00\", \"2022-04-17 15:48:45.000000+00:00\"], \"session_ids\": [\"4dfe13b5-1600-486b-929f-9305e33567b3\", \"10a204fd-f144-41fa-afe5-0d4b34b57612\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 1.013}}, {\"41276\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 8, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-04 07:27:18.000000+00:00\", \"2021-10-26 09:01:41.000000+00:00\"], \"session_ids\": [\"a701d7cf-cb75-47cc-ac19-d91cd05b3c29\", \"a6f73096-b6f9-405c-8125-38fca7d19744\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.579}}, {\"26655\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-07-23 17:58:59.000000+00:00\", \"2022-04-26 04:23:04.000000+00:00\", \"2020-05-25 19:30:05.000000+00:00\"], \"session_ids\": [\"2df4f71a-d2a2-497a-a445-89b1b39f42f3\", \"7b681657-6172-4136-b6ca-fd947f3227e4\", \"9e30d4aa-910b-4c92-a0e6-9bbff261d7c5\"], \"total_duration\": 30.0, \"total_sessions\": 3, \"mean_week_duration\": 0.208}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"87125\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-05-21 14:50:47.000000+00:00\", \"2021-10-07 20:07:15.000000+00:00\", \"2019-09-04 08:53:57.000000+00:00\", \"2020-09-28 11:47:23.000000+00:00\", \"2020-01-29 15:28:03.000000+00:00\", \"2021-10-29 19:58:25.000000+00:00\", \"2021-04-01 00:26:34.000000+00:00\"], \"session_ids\": [\"8a4873e4-cce0-4f36-96ec-1a7e66581dfd\", \"8c1856b1-24dd-4320-b31f-38b3c87018d8\", \"108dbf80-ba01-4195-a5f0-84cf7f1529b3\", \"677d32d9-f837-4f50-bcdf-25dd31c47328\", \"9cee9101-051e-434f-95f4-6fe3f1405495\", \"d88df7ba-0ef0-4498-ba4f-a41eb54ac204\", \"d8ba0d7f-b933-4cb3-a0d3-a371493cfc95\"], \"total_duration\": 8718.0, \"total_sessions\": 7, \"mean_week_duration\": 61.394}}, {\"74930\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-01-08 14:17:57.000000+00:00\", \"2019-07-28 19:30:18.000000+00:00\"], \"session_ids\": [\"6ede2e45-f34c-42ee-b8bd-562d46e4ab41\", \"6db62a5b-fca4-4511-bfce-b524e38fffea\"], \"total_duration\": 255.0, \"total_sessions\": 2, \"mean_week_duration\": 10.625}}, {\"61970\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-12-10 02:03:24.000000+00:00\", \"2020-01-26 04:25:00.000000+00:00\"], \"session_ids\": [\"94909634-ac8e-47f6-a926-aa5de444d47d\", \"159c2d75-cebf-4e29-b661-956e30114e11\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 7.152}}]\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[{\"87125\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-05-21 14:50:47.000000+00:00\", \"2021-10-07 20:07:15.000000+00:00\", \"2019-09-04 08:53:57.000000+00:00\", \"2020-09-28 11:47:23.000000+00:00\", \"2020-01-29 15:28:03.000000+00:00\", \"2021-10-29 19:58:25.000000+00:00\", \"2021-04-01 00:26:34.000000+00:00\"], \"session_ids\": [\"8a4873e4-cce0-4f36-96ec-1a7e66581dfd\", \"8c1856b1-24dd-4320-b31f-38b3c87018d8\", \"108dbf80-ba01-4195-a5f0-84cf7f1529b3\", \"677d32d9-f837-4f50-bcdf-25dd31c47328\", \"9cee9101-051e-434f-95f4-6fe3f1405495\", \"d88df7ba-0ef0-4498-ba4f-a41eb54ac204\", \"d8ba0d7f-b933-4cb3-a0d3-a371493cfc95\"], \"total_duration\": 8718.0, \"total_sessions\": 7, \"mean_week_duration\": 61.394}}, {\"74930\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-01-08 14:17:57.000000+00:00\", \"2019-07-28 19:30:18.000000+00:00\"], \"session_ids\": [\"6ede2e45-f34c-42ee-b8bd-562d46e4ab41\", \"6db62a5b-fca4-4511-bfce-b524e38fffea\"], \"total_duration\": 255.0, \"total_sessions\": 2, \"mean_week_duration\": 10.625}}, {\"61970\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-12-10 02:03:24.000000+00:00\", \"2020-01-26 04:25:00.000000+00:00\"], \"session_ids\": [\"94909634-ac8e-47f6-a926-aa5de444d47d\", \"159c2d75-cebf-4e29-b661-956e30114e11\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 7.152}}]\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 8 users who have app usage time per week smaller than 21 and bigger than 28 (not including) as well as put to use sorting by sessions summation 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{\"25887\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-10-14 14:52:34.000000+00:00\", \"2022-03-24 06:46:35.000000+00:00\"], \"session_ids\": [\"4b4b5eec-fe45-4964-b0f0-6e920f174024\", \"6da24e8a-667b-4cb7-8ba6-b7d03be7aa37\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 1.609}, \"8722\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-11-19 10:56:15.000000+00:00\", \"2023-04-22 07:17:14.000000+00:00\", \"2020-09-27 12:19:35.000000+00:00\", \"2020-08-09 23:36:12.000000+00:00\", \"2019-07-27 19:05:26.000000+00:00\"], \"session_ids\": [\"00ac2fd4-f27f-49f8-9dc9-343eff5f1025\", \"68102410-6ce8-457c-b758-32713df68736\", \"aa45c3de-e488-4ed1-a26a-7c78fc354c87\", \"ae1ebd69-706b-444a-9e3c-e4a1ced2f139\", \"558c0dd0-754e-4a0a-b26d-0b2149d52af8\"], \"total_duration\": 353.0, \"total_sessions\": 5, \"mean_week_duration\": 1.81}, \"68322\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 5}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-06-23 11:17:04.000000+00:00\", \"2022-01-31 04:50:50.000000+00:00\", \"2021-11-30 02:23:08.000000+00:00\"], \"session_ids\": [\"5909aa20-7868-4977-9044-73ee599dafbe\", \"dd3226d5-8185-47d5-bac8-a0548e04b10d\", \"fd685bcd-b3c1-45ca-bc8b-0d27634d2da2\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.733}, \"18393\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-01-15 13:46:04.000000+00:00\", \"2021-08-14 01:33:28.000000+00:00\"], \"session_ids\": [\"1ef23094-7aa9-4222-aed9-dd094b645c77\", \"92adfca4-d44b-49d6-933c-b305291c0864\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 12.167}, \"94073\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-05-08 07:21:18.000000+00:00\", \"2023-03-29 21:30:16.000000+00:00\", \"2020-06-22 15:40:05.000000+00:00\", \"2022-01-23 09:12:47.000000+00:00\", \"2022-01-03 19:03:37.000000+00:00\", \"2020-06-11 21:18:20.000000+00:00\", \"2019-09-09 01:36:27.000000+00:00\", \"2021-03-19 20:03:03.000000+00:00\"], \"session_ids\": [\"b14162f4-7c04-4d22-82ff-b6ac6f170b8d\", \"192e075e-4855-4edf-bb9c-246a379e5ef7\", \"b12db6c8-2680-4883-8345-07eecd52fd98\", \"bb240d8f-2acf-4383-8f1d-a7b453f00574\", \"e7584c0c-30cf-4ca4-849e-2b2110bdf319\", \"a75b381c-585e-42c5-9cfc-530a4d135602\", \"9a2ff4eb-8697-400b-b23c-c8de3c2eb64b\", \"251be002-ad49-4dd1-a64f-00eab9389683\"], \"total_duration\": 7099.0, \"total_sessions\": 8, \"mean_week_duration\": 38.167}, \"48963\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2020-10-16 21:07:00.000000+00:00\", \"2022-07-09 10:31:39.000000+00:00\", \"2020-05-06 16:11:36.000000+00:00\", \"2022-07-28 16:37:27.000000+00:00\", \"2021-12-03 13:04:13.000000+00:00\", \"2022-11-20 04:21:03.000000+00:00\", \"2022-06-30 10:43:41.000000+00:00\", \"2019-11-18 07:00:41.000000+00:00\", \"2020-02-06 19:22:00.000000+00:00\"], \"session_ids\": [\"26c6d423-9863-4773-9bed-740e06d17899\", \"f3ba57c0-81c9-4d3f-85fa-f834c87cd80d\", \"82b7852a-c53b-4400-8a9d-226157732756\", \"570a52da-2e39-422e-803c-510c88cbb166\", \"e5c2ffc1-4cad-4c5a-b4e4-0948f483f75c\", \"a48d4025-e3dd-4e00-828d-7c2c295d8ee5\", \"955ebbc4-6758-46b6-bc0b-e525a72724f0\", \"8351ddc0-bb24-4079-8415-292155e8ab22\", \"2717cec3-8770-424b-a7e5-efea1dff348e\"], \"total_duration\": 3377.0, \"total_sessions\": 9, \"mean_week_duration\": 21.51}, \"4675\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-06-16 23:27:23.000000+00:00\", \"2020-10-11 09:38:49.000000+00:00\", \"2020-12-20 01:21:08.000000+00:00\", \"2020-08-21 12:08:51.000000+00:00\", \"2020-04-03 18:52:25.000000+00:00\", \"2023-02-11 15:17:52.000000+00:00\", \"2023-05-14 03:09:25.000000+00:00\"], \"session_ids\": [\"9bcff88f-536f-4a05-9f39-d80e734c7390\", \"f68ad0ee-8393-4875-b291-24f5f53ecb51\", \"73d2371a-b470-4546-944b-6e08d3716351\", \"781f3c9e-e8bf-4242-be78-fb853117cd6a\", \"e8455824-2320-4170-ab7a-b010bd39a14a\", \"d1516950-7d8d-4c20-8419-806021984c6e\", \"506bcef8-d379-478a-9faa-2d26a53e316f\"], \"total_duration\": 4639.0, \"total_sessions\": 7, \"mean_week_duration\": 22.74}, \"49727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-01-06 12:10:37.000000+00:00\", \"2021-07-01 11:36:47.000000+00:00\"], \"session_ids\": [\"6fcf7682-2d99-48f3-9ee7-3bac1563d43c\", \"5c9a9c00-0b36-4922-ac61-ea266ea95023\"], \"total_duration\": 484.0, \"total_sessions\": 2, \"mean_week_duration\": 17.926}, \"88303\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-09-13 20:02:55.000000+00:00\", \"2021-02-02 05:26:21.000000+00:00\", \"2022-11-05 23:33:26.000000+00:00\", \"2020-02-15 06:34:16.000000+00:00\", \"2020-10-07 18:54:12.000000+00:00\"], \"session_ids\": [\"d3f6792e-67f7-4b24-b4bb-c9fb7aa5383f\", \"9d3b7a42-fe14-423c-aee6-30db094251e3\", \"171c0533-8cb5-4c0d-a9c6-f9dfd69caa6f\", \"23db1072-d10b-457f-9d80-7f8f5e75d1dd\", \"64e795da-c8ed-4c1d-8a4e-1ff34ae9d176\"], \"total_duration\": 1655.0, \"total_sessions\": 5, \"mean_week_duration\": 11.655}, \"13608\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-10-20 02:00:01.000000+00:00\", \"2022-05-18 10:17:54.000000+00:00\"], \"session_ids\": [\"ab6ef252-7db4-4d16-811f-7dcb894b674a\", \"4e768cdc-c8e3-46d6-ac38-f6f84c0c7762\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.386}}\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 21 and are greater than 28"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[21, 28]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"25887\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-10-14 14:52:34.000000+00:00\", \"2022-03-24 06:46:35.000000+00:00\"], \"session_ids\": [\"4b4b5eec-fe45-4964-b0f0-6e920f174024\", \"6da24e8a-667b-4cb7-8ba6-b7d03be7aa37\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 1.609}, \"8722\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-11-19 10:56:15.000000+00:00\", \"2023-04-22 07:17:14.000000+00:00\", \"2020-09-27 12:19:35.000000+00:00\", \"2020-08-09 23:36:12.000000+00:00\", \"2019-07-27 19:05:26.000000+00:00\"], \"session_ids\": [\"00ac2fd4-f27f-49f8-9dc9-343eff5f1025\", \"68102410-6ce8-457c-b758-32713df68736\", \"aa45c3de-e488-4ed1-a26a-7c78fc354c87\", \"ae1ebd69-706b-444a-9e3c-e4a1ced2f139\", \"558c0dd0-754e-4a0a-b26d-0b2149d52af8\"], \"total_duration\": 353.0, \"total_sessions\": 5, \"mean_week_duration\": 1.81}, \"68322\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 5}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-06-23 11:17:04.000000+00:00\", \"2022-01-31 04:50:50.000000+00:00\", \"2021-11-30 02:23:08.000000+00:00\"], \"session_ids\": [\"5909aa20-7868-4977-9044-73ee599dafbe\", \"dd3226d5-8185-47d5-bac8-a0548e04b10d\", \"fd685bcd-b3c1-45ca-bc8b-0d27634d2da2\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.733}, \"18393\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-01-15 13:46:04.000000+00:00\", \"2021-08-14 01:33:28.000000+00:00\"], \"session_ids\": [\"1ef23094-7aa9-4222-aed9-dd094b645c77\", \"92adfca4-d44b-49d6-933c-b305291c0864\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 12.167}, \"49727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-01-06 12:10:37.000000+00:00\", \"2021-07-01 11:36:47.000000+00:00\"], \"session_ids\": [\"6fcf7682-2d99-48f3-9ee7-3bac1563d43c\", \"5c9a9c00-0b36-4922-ac61-ea266ea95023\"], \"total_duration\": 484.0, \"total_sessions\": 2, \"mean_week_duration\": 17.926}, \"88303\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-09-13 20:02:55.000000+00:00\", \"2021-02-02 05:26:21.000000+00:00\", \"2022-11-05 23:33:26.000000+00:00\", \"2020-02-15 06:34:16.000000+00:00\", \"2020-10-07 18:54:12.000000+00:00\"], \"session_ids\": [\"d3f6792e-67f7-4b24-b4bb-c9fb7aa5383f\", \"9d3b7a42-fe14-423c-aee6-30db094251e3\", \"171c0533-8cb5-4c0d-a9c6-f9dfd69caa6f\", \"23db1072-d10b-457f-9d80-7f8f5e75d1dd\", \"64e795da-c8ed-4c1d-8a4e-1ff34ae9d176\"], \"total_duration\": 1655.0, \"total_sessions\": 5, \"mean_week_duration\": 11.655}, \"13608\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-10-20 02:00:01.000000+00:00\", \"2022-05-18 10:17:54.000000+00:00\"], \"session_ids\": [\"ab6ef252-7db4-4d16-811f-7dcb894b674a\", \"4e768cdc-c8e3-46d6-ac38-f6f84c0c7762\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.386}, \"94073\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-05-08 07:21:18.000000+00:00\", \"2023-03-29 21:30:16.000000+00:00\", \"2020-06-22 15:40:05.000000+00:00\", \"2022-01-23 09:12:47.000000+00:00\", \"2022-01-03 19:03:37.000000+00:00\", \"2020-06-11 21:18:20.000000+00:00\", \"2019-09-09 01:36:27.000000+00:00\", \"2021-03-19 20:03:03.000000+00:00\"], \"session_ids\": [\"b14162f4-7c04-4d22-82ff-b6ac6f170b8d\", \"192e075e-4855-4edf-bb9c-246a379e5ef7\", \"b12db6c8-2680-4883-8345-07eecd52fd98\", \"bb240d8f-2acf-4383-8f1d-a7b453f00574\", \"e7584c0c-30cf-4ca4-849e-2b2110bdf319\", \"a75b381c-585e-42c5-9cfc-530a4d135602\", \"9a2ff4eb-8697-400b-b23c-c8de3c2eb64b\", \"251be002-ad49-4dd1-a64f-00eab9389683\"], \"total_duration\": 7099.0, \"total_sessions\": 8, \"mean_week_duration\": 38.167}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to 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[{\"25887\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-10-14 14:52:34.000000+00:00\", \"2022-03-24 06:46:35.000000+00:00\"], \"session_ids\": [\"4b4b5eec-fe45-4964-b0f0-6e920f174024\", \"6da24e8a-667b-4cb7-8ba6-b7d03be7aa37\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 1.609}}, {\"18393\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-01-15 13:46:04.000000+00:00\", \"2021-08-14 01:33:28.000000+00:00\"], \"session_ids\": [\"1ef23094-7aa9-4222-aed9-dd094b645c77\", \"92adfca4-d44b-49d6-933c-b305291c0864\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 12.167}}, {\"49727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-01-06 12:10:37.000000+00:00\", \"2021-07-01 11:36:47.000000+00:00\"], \"session_ids\": [\"6fcf7682-2d99-48f3-9ee7-3bac1563d43c\", \"5c9a9c00-0b36-4922-ac61-ea266ea95023\"], \"total_duration\": 484.0, \"total_sessions\": 2, \"mean_week_duration\": 17.926}}, {\"13608\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-10-20 02:00:01.000000+00:00\", \"2022-05-18 10:17:54.000000+00:00\"], \"session_ids\": [\"ab6ef252-7db4-4d16-811f-7dcb894b674a\", \"4e768cdc-c8e3-46d6-ac38-f6f84c0c7762\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.386}}, {\"68322\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 5}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-06-23 11:17:04.000000+00:00\", \"2022-01-31 04:50:50.000000+00:00\", \"2021-11-30 02:23:08.000000+00:00\"], \"session_ids\": [\"5909aa20-7868-4977-9044-73ee599dafbe\", \"dd3226d5-8185-47d5-bac8-a0548e04b10d\", \"fd685bcd-b3c1-45ca-bc8b-0d27634d2da2\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.733}}, {\"8722\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-11-19 10:56:15.000000+00:00\", \"2023-04-22 07:17:14.000000+00:00\", \"2020-09-27 12:19:35.000000+00:00\", \"2020-08-09 23:36:12.000000+00:00\", \"2019-07-27 19:05:26.000000+00:00\"], \"session_ids\": [\"00ac2fd4-f27f-49f8-9dc9-343eff5f1025\", \"68102410-6ce8-457c-b758-32713df68736\", \"aa45c3de-e488-4ed1-a26a-7c78fc354c87\", \"ae1ebd69-706b-444a-9e3c-e4a1ced2f139\", \"558c0dd0-754e-4a0a-b26d-0b2149d52af8\"], \"total_duration\": 353.0, \"total_sessions\": 5, \"mean_week_duration\": 1.81}}, {\"88303\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-09-13 20:02:55.000000+00:00\", \"2021-02-02 05:26:21.000000+00:00\", \"2022-11-05 23:33:26.000000+00:00\", \"2020-02-15 06:34:16.000000+00:00\", \"2020-10-07 18:54:12.000000+00:00\"], \"session_ids\": [\"d3f6792e-67f7-4b24-b4bb-c9fb7aa5383f\", \"9d3b7a42-fe14-423c-aee6-30db094251e3\", \"171c0533-8cb5-4c0d-a9c6-f9dfd69caa6f\", \"23db1072-d10b-457f-9d80-7f8f5e75d1dd\", \"64e795da-c8ed-4c1d-8a4e-1ff34ae9d176\"], \"total_duration\": 1655.0, \"total_sessions\": 5, \"mean_week_duration\": 11.655}}, {\"94073\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-05-08 07:21:18.000000+00:00\", \"2023-03-29 21:30:16.000000+00:00\", \"2020-06-22 15:40:05.000000+00:00\", \"2022-01-23 09:12:47.000000+00:00\", \"2022-01-03 19:03:37.000000+00:00\", \"2020-06-11 21:18:20.000000+00:00\", \"2019-09-09 01:36:27.000000+00:00\", \"2021-03-19 20:03:03.000000+00:00\"], \"session_ids\": [\"b14162f4-7c04-4d22-82ff-b6ac6f170b8d\", \"192e075e-4855-4edf-bb9c-246a379e5ef7\", \"b12db6c8-2680-4883-8345-07eecd52fd98\", \"bb240d8f-2acf-4383-8f1d-a7b453f00574\", \"e7584c0c-30cf-4ca4-849e-2b2110bdf319\", \"a75b381c-585e-42c5-9cfc-530a4d135602\", \"9a2ff4eb-8697-400b-b23c-c8de3c2eb64b\", \"251be002-ad49-4dd1-a64f-00eab9389683\"], \"total_duration\": 7099.0, \"total_sessions\": 8, \"mean_week_duration\": 38.167}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 8 entries and exclude 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[{\"25887\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-10-14 14:52:34.000000+00:00\", \"2022-03-24 06:46:35.000000+00:00\"], \"session_ids\": [\"4b4b5eec-fe45-4964-b0f0-6e920f174024\", \"6da24e8a-667b-4cb7-8ba6-b7d03be7aa37\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 1.609}}, {\"18393\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-01-15 13:46:04.000000+00:00\", \"2021-08-14 01:33:28.000000+00:00\"], \"session_ids\": [\"1ef23094-7aa9-4222-aed9-dd094b645c77\", \"92adfca4-d44b-49d6-933c-b305291c0864\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 12.167}}, {\"49727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-01-06 12:10:37.000000+00:00\", \"2021-07-01 11:36:47.000000+00:00\"], \"session_ids\": [\"6fcf7682-2d99-48f3-9ee7-3bac1563d43c\", \"5c9a9c00-0b36-4922-ac61-ea266ea95023\"], \"total_duration\": 484.0, \"total_sessions\": 2, \"mean_week_duration\": 17.926}}, {\"13608\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-10-20 02:00:01.000000+00:00\", \"2022-05-18 10:17:54.000000+00:00\"], \"session_ids\": [\"ab6ef252-7db4-4d16-811f-7dcb894b674a\", \"4e768cdc-c8e3-46d6-ac38-f6f84c0c7762\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.386}}, {\"68322\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 5}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-06-23 11:17:04.000000+00:00\", \"2022-01-31 04:50:50.000000+00:00\", \"2021-11-30 02:23:08.000000+00:00\"], \"session_ids\": [\"5909aa20-7868-4977-9044-73ee599dafbe\", \"dd3226d5-8185-47d5-bac8-a0548e04b10d\", \"fd685bcd-b3c1-45ca-bc8b-0d27634d2da2\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.733}}, {\"8722\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-11-19 10:56:15.000000+00:00\", \"2023-04-22 07:17:14.000000+00:00\", \"2020-09-27 12:19:35.000000+00:00\", \"2020-08-09 23:36:12.000000+00:00\", \"2019-07-27 19:05:26.000000+00:00\"], \"session_ids\": [\"00ac2fd4-f27f-49f8-9dc9-343eff5f1025\", \"68102410-6ce8-457c-b758-32713df68736\", \"aa45c3de-e488-4ed1-a26a-7c78fc354c87\", \"ae1ebd69-706b-444a-9e3c-e4a1ced2f139\", \"558c0dd0-754e-4a0a-b26d-0b2149d52af8\"], \"total_duration\": 353.0, \"total_sessions\": 5, \"mean_week_duration\": 1.81}}, {\"88303\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-09-13 20:02:55.000000+00:00\", \"2021-02-02 05:26:21.000000+00:00\", \"2022-11-05 23:33:26.000000+00:00\", \"2020-02-15 06:34:16.000000+00:00\", \"2020-10-07 18:54:12.000000+00:00\"], \"session_ids\": [\"d3f6792e-67f7-4b24-b4bb-c9fb7aa5383f\", \"9d3b7a42-fe14-423c-aee6-30db094251e3\", \"171c0533-8cb5-4c0d-a9c6-f9dfd69caa6f\", \"23db1072-d10b-457f-9d80-7f8f5e75d1dd\", \"64e795da-c8ed-4c1d-8a4e-1ff34ae9d176\"], \"total_duration\": 1655.0, \"total_sessions\": 5, \"mean_week_duration\": 11.655}}, {\"94073\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-05-08 07:21:18.000000+00:00\", \"2023-03-29 21:30:16.000000+00:00\", \"2020-06-22 15:40:05.000000+00:00\", \"2022-01-23 09:12:47.000000+00:00\", \"2022-01-03 19:03:37.000000+00:00\", \"2020-06-11 21:18:20.000000+00:00\", \"2019-09-09 01:36:27.000000+00:00\", \"2021-03-19 20:03:03.000000+00:00\"], \"session_ids\": [\"b14162f4-7c04-4d22-82ff-b6ac6f170b8d\", \"192e075e-4855-4edf-bb9c-246a379e5ef7\", \"b12db6c8-2680-4883-8345-07eecd52fd98\", \"bb240d8f-2acf-4383-8f1d-a7b453f00574\", \"e7584c0c-30cf-4ca4-849e-2b2110bdf319\", \"a75b381c-585e-42c5-9cfc-530a4d135602\", \"9a2ff4eb-8697-400b-b23c-c8de3c2eb64b\", \"251be002-ad49-4dd1-a64f-00eab9389683\"], \"total_duration\": 7099.0, \"total_sessions\": 8, \"mean_week_duration\": 38.167}}]\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[{\"25887\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-10-14 14:52:34.000000+00:00\", \"2022-03-24 06:46:35.000000+00:00\"], \"session_ids\": [\"4b4b5eec-fe45-4964-b0f0-6e920f174024\", \"6da24e8a-667b-4cb7-8ba6-b7d03be7aa37\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 1.609}}, {\"18393\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-01-15 13:46:04.000000+00:00\", \"2021-08-14 01:33:28.000000+00:00\"], \"session_ids\": [\"1ef23094-7aa9-4222-aed9-dd094b645c77\", \"92adfca4-d44b-49d6-933c-b305291c0864\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 12.167}}, {\"49727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-01-06 12:10:37.000000+00:00\", \"2021-07-01 11:36:47.000000+00:00\"], \"session_ids\": [\"6fcf7682-2d99-48f3-9ee7-3bac1563d43c\", \"5c9a9c00-0b36-4922-ac61-ea266ea95023\"], \"total_duration\": 484.0, \"total_sessions\": 2, \"mean_week_duration\": 17.926}}, {\"13608\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-10-20 02:00:01.000000+00:00\", \"2022-05-18 10:17:54.000000+00:00\"], \"session_ids\": [\"ab6ef252-7db4-4d16-811f-7dcb894b674a\", \"4e768cdc-c8e3-46d6-ac38-f6f84c0c7762\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.386}}, {\"68322\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 5}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-06-23 11:17:04.000000+00:00\", \"2022-01-31 04:50:50.000000+00:00\", \"2021-11-30 02:23:08.000000+00:00\"], \"session_ids\": [\"5909aa20-7868-4977-9044-73ee599dafbe\", \"dd3226d5-8185-47d5-bac8-a0548e04b10d\", \"fd685bcd-b3c1-45ca-bc8b-0d27634d2da2\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.733}}, {\"8722\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-11-19 10:56:15.000000+00:00\", \"2023-04-22 07:17:14.000000+00:00\", \"2020-09-27 12:19:35.000000+00:00\", \"2020-08-09 23:36:12.000000+00:00\", \"2019-07-27 19:05:26.000000+00:00\"], \"session_ids\": [\"00ac2fd4-f27f-49f8-9dc9-343eff5f1025\", \"68102410-6ce8-457c-b758-32713df68736\", \"aa45c3de-e488-4ed1-a26a-7c78fc354c87\", \"ae1ebd69-706b-444a-9e3c-e4a1ced2f139\", \"558c0dd0-754e-4a0a-b26d-0b2149d52af8\"], \"total_duration\": 353.0, \"total_sessions\": 5, \"mean_week_duration\": 1.81}}, {\"88303\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-09-13 20:02:55.000000+00:00\", \"2021-02-02 05:26:21.000000+00:00\", \"2022-11-05 23:33:26.000000+00:00\", \"2020-02-15 06:34:16.000000+00:00\", \"2020-10-07 18:54:12.000000+00:00\"], \"session_ids\": [\"d3f6792e-67f7-4b24-b4bb-c9fb7aa5383f\", \"9d3b7a42-fe14-423c-aee6-30db094251e3\", \"171c0533-8cb5-4c0d-a9c6-f9dfd69caa6f\", \"23db1072-d10b-457f-9d80-7f8f5e75d1dd\", \"64e795da-c8ed-4c1d-8a4e-1ff34ae9d176\"], \"total_duration\": 1655.0, \"total_sessions\": 5, \"mean_week_duration\": 11.655}}, {\"94073\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-05-08 07:21:18.000000+00:00\", \"2023-03-29 21:30:16.000000+00:00\", \"2020-06-22 15:40:05.000000+00:00\", \"2022-01-23 09:12:47.000000+00:00\", \"2022-01-03 19:03:37.000000+00:00\", \"2020-06-11 21:18:20.000000+00:00\", \"2019-09-09 01:36:27.000000+00:00\", \"2021-03-19 20:03:03.000000+00:00\"], \"session_ids\": [\"b14162f4-7c04-4d22-82ff-b6ac6f170b8d\", \"192e075e-4855-4edf-bb9c-246a379e5ef7\", \"b12db6c8-2680-4883-8345-07eecd52fd98\", \"bb240d8f-2acf-4383-8f1d-a7b453f00574\", \"e7584c0c-30cf-4ca4-849e-2b2110bdf319\", \"a75b381c-585e-42c5-9cfc-530a4d135602\", \"9a2ff4eb-8697-400b-b23c-c8de3c2eb64b\", \"251be002-ad49-4dd1-a64f-00eab9389683\"], \"total_duration\": 7099.0, \"total_sessions\": 8, \"mean_week_duration\": 38.167}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide insights into 8 users whose total duration is strictly greater than 897 and strictly less than 4907 also execute sorting by average_week_duration from the largest to the smallest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"36879\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-02-01 18:31:36.000000+00:00\", \"2019-11-15 16:15:56.000000+00:00\", \"2021-08-20 08:11:37.000000+00:00\"], \"session_ids\": [\"853824a5-511f-458d-97e8-ce2e3ce63c80\", \"4a364d71-7053-4498-978d-3c4b6f7dec9b\", \"c2fa903f-1286-4576-b43d-31b7b03f9c78\"], \"total_duration\": 332.0, \"total_sessions\": 3, \"mean_week_duration\": 1.976}, \"34706\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-01-17 21:17:36.000000+00:00\", \"2019-05-15 03:22:20.000000+00:00\"], \"session_ids\": [\"5c859f28-4a66-49a4-a7e0-ad6568e7ca55\", \"b722e789-26a7-4eff-8418-74b258abbb84\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.125}, \"67738\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-03-06 08:15:40.000000+00:00\", \"2019-05-03 23:14:49.000000+00:00\"], \"session_ids\": [\"63a1f59b-4993-4117-90e6-53271f387396\", \"02dd5752-d62c-476a-b81a-82450483aa5d\"], \"total_duration\": 254.0, \"total_sessions\": 2, \"mean_week_duration\": 1.705}, \"11783\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-03 03:10:03.000000+00:00\", \"2022-12-22 13:33:29.000000+00:00\"], \"session_ids\": [\"42ab1576-91b9-49ac-957b-fa57aa6c2f72\", \"c974fa0f-69ba-46ae-9529-933e11b3fc62\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 1.089}, \"74659\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-04-04 00:09:21.000000+00:00\", \"2019-09-12 08:46:20.000000+00:00\", \"2020-01-22 09:00:40.000000+00:00\", \"2021-05-22 14:31:22.000000+00:00\", \"2022-06-20 02:31:54.000000+00:00\"], \"session_ids\": [\"7ae6e53f-1387-448a-82b7-d286bdf69b6b\", \"be28d20f-c42b-4ce3-839b-161ce2a94dda\", \"fa72036c-fb5d-4767-98fc-7dbcb776ccac\", \"62134aa3-ef3c-4883-ba8c-05a4a57e3123\", \"e8780407-f71f-48b1-9c22-b1fd9f81e661\"], \"total_duration\": 297.0, \"total_sessions\": 5, \"mean_week_duration\": 2.048}, \"50971\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-07-23 23:32:07.000000+00:00\", \"2020-11-01 01:19:03.000000+00:00\", \"2020-11-09 11:22:43.000000+00:00\"], \"session_ids\": [\"e5af98b2-1c41-4fe5-be32-d5c921fcd306\", \"358fe2fa-947a-4913-8c29-ff596b1fcdd8\", \"1fa850db-45cb-4f26-b6fe-befee2da3650\"], \"total_duration\": 643.0, \"total_sessions\": 3, \"mean_week_duration\": 7.144}, \"93153\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-05-18 22:33:31.000000+00:00\", \"2023-03-09 10:52:01.000000+00:00\"], \"session_ids\": [\"0158a5c7-ba1f-432a-9d81-308710a09745\", \"20a97a99-297f-48f9-9959-4054b9339b0e\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 4.684}, \"92339\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-09-01 14:28:36.000000+00:00\", \"2022-12-30 02:29:25.000000+00:00\"], \"session_ids\": [\"a1bdc642-f61b-4a98-92e7-ffb9f3acf20d\", \"ace267d0-4653-4e73-bcfd-3b4f7bb0667a\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 0.434}, \"26072\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-23 18:41:51.000000+00:00\", \"2019-11-18 19:39:35.000000+00:00\"], \"session_ids\": [\"597bf8e6-5ca1-4bd6-9ef6-838505f53c16\", \"23bf9cfe-d6af-4e09-be10-6b83c74b808c\"], \"total_duration\": 358.0, \"total_sessions\": 2, \"mean_week_duration\": 19.889}, \"50772\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-09-10 22:54:13.000000+00:00\", \"2019-04-28 22:03:45.000000+00:00\", \"2021-07-22 10:08:54.000000+00:00\", \"2020-06-09 20:46:58.000000+00:00\", \"2019-09-16 08:38:48.000000+00:00\", \"2022-11-20 12:53:45.000000+00:00\"], \"session_ids\": [\"f679cccd-487f-4317-b0b6-a06c6c77c0a7\", \"88679877-d68b-4b34-9fd3-272df8f4579d\", \"b92b97ae-f140-4702-8319-4d4991cf4814\", \"d6c1e11e-3f64-4d84-ba7d-c9c51dca76f0\", \"ce8da400-b5a8-42f0-ad5a-70864e605a0b\", \"23eb024f-6793-4546-b320-e73bff5f4e21\"], \"total_duration\": 206.0, \"total_sessions\": 6, \"mean_week_duration\": 1.108}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are greater than 897 and are less than 4907"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"total_duration\": [[897, 4907]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about users with a sum of duration that is higher than 1706 and lower than 4423, exclusive 4423 inclusive 1706 , moreover sort by town name in descending also display only 2 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{\"39562\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-11-26 14:47:48.000000+00:00\", \"2021-02-21 06:45:32.000000+00:00\"], \"session_ids\": [\"80b71fe5-504e-4dcf-a5a2-075ed9b1607c\", \"1a040b33-29ee-4e15-ac0b-70a0cb101ba0\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.862}, \"8839\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-06-26 05:31:10.000000+00:00\", \"2020-03-14 20:11:38.000000+00:00\", \"2022-02-28 07:43:37.000000+00:00\", \"2022-05-31 17:05:00.000000+00:00\", \"2022-10-08 12:23:45.000000+00:00\", \"2021-04-22 05:54:24.000000+00:00\"], \"session_ids\": [\"115f0969-63c8-4736-ae31-0397029a6fc8\", \"6a2333bc-3a5a-40b5-b994-17157e4ce020\", \"c5bca8cf-95a6-4a1c-ad22-88816bf90d85\", \"f2827fba-ba3f-4f7a-90a1-ec96e9aa8473\", \"dc994b47-57f8-4f0f-baed-69e23022e2d3\", \"c5594c94-150a-40d0-b3f9-66d4442d13a0\"], \"total_duration\": 5404.0, \"total_sessions\": 6, \"mean_week_duration\": 40.328}, \"43124\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-06-13 14:17:56.000000+00:00\", \"2020-05-07 07:26:38.000000+00:00\", \"2019-07-02 10:22:29.000000+00:00\", \"2023-03-07 17:20:11.000000+00:00\", \"2020-09-13 21:31:05.000000+00:00\", \"2022-07-24 05:11:43.000000+00:00\", \"2019-04-25 01:31:18.000000+00:00\", \"2021-08-09 13:46:46.000000+00:00\"], \"session_ids\": [\"80c2f7bf-279f-4088-b04f-909faf6ad8b2\", \"028a7cb0-b5cd-46b0-948d-409dd6333df4\", \"d9cf5124-6db3-4d0f-b67d-c84fb6c0fb18\", \"31e31981-07ba-49f2-b8c5-a089503d68af\", \"26ce9a8f-0dde-4ffc-b82a-d39971cace01\", \"ca6c7650-07a6-42cf-8995-b81424874fba\", \"88ce5e52-087f-44d3-869a-8eb861a56aba\", \"a035b66a-1c32-4825-b7a4-8fae49cb88cf\"], \"total_duration\": 4498.0, \"total_sessions\": 8, \"mean_week_duration\": 22.267}, \"36820\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-07-06 13:39:38.000000+00:00\", \"2022-02-01 02:03:18.000000+00:00\"], \"session_ids\": [\"71838d5a-7c42-427c-8cef-f089fb9e4f1c\", \"587d845d-30f2-4621-8990-425ae2b08db0\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.141}, \"67736\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-02-20 20:43:01.000000+00:00\", \"2019-04-07 04:17:36.000000+00:00\"], \"session_ids\": [\"e02ce844-ec52-4b7f-a08c-20ccd70c1fde\", \"19dd2305-f995-4c24-a99f-e8d8188476d7\"], \"total_duration\": 179.0, \"total_sessions\": 2, \"mean_week_duration\": 1.827}, \"78184\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-11-11 16:43:56.000000+00:00\", \"2020-05-11 14:04:26.000000+00:00\", \"2022-09-13 02:36:57.000000+00:00\", \"2021-04-20 07:49:06.000000+00:00\", \"2023-01-24 05:00:18.000000+00:00\", \"2022-08-02 02:01:34.000000+00:00\"], \"session_ids\": [\"61519f32-ce27-44e1-89b2-ebda8e09fa1e\", \"c8d88947-fdf4-48b2-bd79-deab007c55da\", \"22a34d0c-041c-4782-88ad-f59e809bf73b\", \"b26bb502-046b-49e5-8efc-cd46fb334a44\", \"686e63ad-df15-4277-a95d-065c49b3a7d9\", \"3f8a453c-7e28-46f6-b387-b82037ec6aee\"], \"total_duration\": 47.0, \"total_sessions\": 6, \"mean_week_duration\": 0.333}, \"55809\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-06-03 11:33:49.000000+00:00\", \"2019-08-23 01:39:36.000000+00:00\"], \"session_ids\": [\"e8af6a88-8e71-477c-a26c-f0bcc2ef0961\", \"87f74057-be37-4ab9-abcd-73b246af3571\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 1.439}, \"63814\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-06-03 11:47:25.000000+00:00\", \"2021-07-05 16:47:19.000000+00:00\"], \"session_ids\": [\"024b1944-1ce7-46fa-98aa-a7f00c9e132a\", \"96c4486c-8471-423b-a2bf-17c9f91a7c2b\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 1.854}, \"12847\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-04-23 21:50:25.000000+00:00\", \"2022-10-29 09:57:21.000000+00:00\"], \"session_ids\": [\"139d2809-9ce4-40c6-9f14-48b294e3d269\", \"5821678e-1dbb-4374-ad64-1bef62c596d5\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 1.481}, \"68128\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-02-28 16:26:25.000000+00:00\", \"2019-04-08 15:49:40.000000+00:00\", \"2022-07-25 09:19:23.000000+00:00\"], \"session_ids\": [\"94b66191-b66e-4232-bba5-8711aa755a68\", \"8165d4ac-0234-43d0-b4ae-39e2d37a7826\", \"26ae2aa8-f744-44cd-9fa6-99635138b353\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.32}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or greater than 1706 and are less than 4423"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_duration\": [[1706, 4423]]}}}\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 close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about 8 users whose sessions count is < than 2 inclusive and in addition sort by time spent on the site per week ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"75812\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-09-29 17:09:38.000000+00:00\", \"2022-02-08 12:38:44.000000+00:00\", \"2019-10-02 12:26:06.000000+00:00\", \"2019-09-18 22:07:16.000000+00:00\", \"2019-02-19 08:27:30.000000+00:00\"], \"session_ids\": [\"f129b7e3-6b54-4895-8c4b-c84df61b6139\", \"daf1af2e-3a93-46c4-b599-3ef059a17629\", \"7ccee5a1-1fc7-4634-9b25-7908f0c84b05\", \"ed1bfc60-4c59-42c8-9d00-616043b484dd\", \"a1af72f9-dc4f-4821-9f91-bf860d62929b\"], \"total_duration\": 96.0, \"total_sessions\": 5, \"mean_week_duration\": 0.619}, \"22382\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-14 04:12:38.000000+00:00\", \"2021-01-17 06:00:14.000000+00:00\", \"2020-03-23 06:16:44.000000+00:00\", \"2022-10-14 13:07:29.000000+00:00\"], \"session_ids\": [\"ae443430-f7f3-46f0-9c57-6f86929acae7\", \"dccd5dfd-80ad-4013-adf6-7033c9fed5b9\", \"1b542053-c155-4def-866b-ad6f61c34a9b\", \"f2b6d338-863a-4673-9413-dae2a070da90\"], \"total_duration\": 847.0, \"total_sessions\": 4, \"mean_week_duration\": 6.321}, \"79288\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-10-28 03:54:09.000000+00:00\", \"2022-01-24 18:54:24.000000+00:00\"], \"session_ids\": [\"61245e82-bd78-4deb-b177-38d32284be8e\", \"019e2a71-19e3-4b60-8687-ba14ef7a7cf8\"], \"total_duration\": 224.0, \"total_sessions\": 2, \"mean_week_duration\": 5.6}, \"86731\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-02-17 21:04:48.000000+00:00\", \"2019-03-08 11:50:24.000000+00:00\", \"2019-09-01 07:04:24.000000+00:00\", \"2022-06-30 09:37:10.000000+00:00\"], \"session_ids\": [\"03e8feb4-de1c-45b7-969f-f09997967110\", \"84b13d08-4e4a-48bb-9bfb-1c5e07a2c7ae\", \"6a7d3d87-6306-4b5c-abb0-45d8ea1b368d\", \"5725151e-e3bf-4174-a946-a5a13d060962\"], \"total_duration\": 294.0, \"total_sessions\": 4, \"mean_week_duration\": 1.699}, \"47425\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-05-18 09:10:15.000000+00:00\", \"2020-04-03 10:43:30.000000+00:00\"], \"session_ids\": [\"1d9f1402-42ec-4100-bb44-84de8d972a9b\", \"c6439f81-b5ad-425e-8676-18b4a856f369\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.391}, \"10984\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-08-12 03:44:01.000000+00:00\", \"2019-11-11 13:28:29.000000+00:00\"], \"session_ids\": [\"dea8abfb-0cd3-4e76-a5fc-f328a77aa026\", \"527df4ba-09a6-4b5f-acc6-e677861c62c8\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.228}, \"71489\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-16 07:19:03.000000+00:00\", \"2023-01-05 04:38:15.000000+00:00\"], \"session_ids\": [\"03b109a5-8a6c-4694-96c5-aaabb7346814\", \"bcd2c505-d6a7-4810-b136-8bb6b28eec1a\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 2.829}, \"25298\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-09-13 03:24:21.000000+00:00\", \"2021-07-08 06:39:24.000000+00:00\", \"2022-01-14 09:54:21.000000+00:00\", \"2022-10-27 13:37:32.000000+00:00\", \"2021-11-16 08:44:15.000000+00:00\", \"2022-08-06 06:52:22.000000+00:00\"], \"session_ids\": [\"815c3d1a-95d4-4624-85b7-0ce05572a805\", \"dc6df87d-58d4-4b29-8b6c-a68408e4f035\", \"8ff61136-5422-4252-832d-bca5a88c5c5e\", \"bc789c2e-efe7-4399-bdc7-9c19e19efa15\", \"6e36de40-ce62-429c-9033-6b1a2621c635\", \"ace939a8-c730-4910-be19-8d5d63d137a4\"], \"total_duration\": 2661.0, \"total_sessions\": 6, \"mean_week_duration\": 23.973}, \"6798\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-03-07 04:10:36.000000+00:00\", \"2021-02-12 09:57:39.000000+00:00\"], \"session_ids\": [\"65ad1b97-1378-48c7-8a38-abc19247b005\", \"01a36545-0102-45ea-8010-845c2dadbfc6\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 16.25}, \"87800\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-02-13 11:13:37.000000+00:00\", \"2021-11-15 00:14:06.000000+00:00\", \"2022-08-16 17:26:09.000000+00:00\", \"2021-02-04 20:14:55.000000+00:00\"], \"session_ids\": [\"7df44ebd-46c2-4eea-beaa-f86f97a3757e\", \"8a05848a-28b4-4c62-926e-e010b1390840\", \"f1e9d9da-44d7-46d2-b4c1-796a2378f348\", \"46803527-e908-41c7-adb1-d63f94cbbc03\"], \"total_duration\": 302.0, \"total_sessions\": 4, \"mean_week_duration\": 3.775}}\n```\n"
}
] |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.