conversations
list |
|---|
[
{
"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[{\"40369\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-12-15 00:13:32.000000+00:00\", \"2023-03-14 13:34:07.000000+00:00\"], \"session_ids\": [\"85f6fab7-a2a7-4cb9-bdc2-1e7e9a6b0c48\", \"4f925363-5be7-4470-953c-0c6a6b3f0726\"], \"total_duration\": 394.0, \"total_sessions\": 2, \"mean_week_duration\": 30.308}}, {\"15226\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-06-20 14:46:32.000000+00:00\", \"2021-05-17 06:31:00.000000+00:00\", \"2019-11-21 03:30:10.000000+00:00\", \"2019-03-15 16:55:17.000000+00:00\", \"2021-06-29 21:13:44.000000+00:00\", \"2023-04-13 19:37:43.000000+00:00\", \"2022-03-21 01:38:58.000000+00:00\"], \"session_ids\": [\"a33b8009-92d5-45be-8417-7dbfaeb7fcf2\", \"d8f0ecd0-b1bf-4327-b39f-de5e8c05de04\", \"f3ddbf16-3094-4d50-a979-fe50ab8ded29\", \"5215ab9f-d9af-4f2f-a18d-6760f184a7e7\", \"938c07aa-3a73-41a1-a529-193260b7da50\", \"26c9e945-f4a4-4b63-8946-96be14a98542\", \"776a28a4-7f33-48c5-bee8-88499bc671ec\"], \"total_duration\": 389.0, \"total_sessions\": 7, \"mean_week_duration\": 1.744}}]\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[{\"40369\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-12-15 00:13:32.000000+00:00\", \"2023-03-14 13:34:07.000000+00:00\"], \"session_ids\": [\"85f6fab7-a2a7-4cb9-bdc2-1e7e9a6b0c48\", \"4f925363-5be7-4470-953c-0c6a6b3f0726\"], \"total_duration\": 394.0, \"total_sessions\": 2, \"mean_week_duration\": 30.308}}, {\"15226\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-06-20 14:46:32.000000+00:00\", \"2021-05-17 06:31:00.000000+00:00\", \"2019-11-21 03:30:10.000000+00:00\", \"2019-03-15 16:55:17.000000+00:00\", \"2021-06-29 21:13:44.000000+00:00\", \"2023-04-13 19:37:43.000000+00:00\", \"2022-03-21 01:38:58.000000+00:00\"], \"session_ids\": [\"a33b8009-92d5-45be-8417-7dbfaeb7fcf2\", \"d8f0ecd0-b1bf-4327-b39f-de5e8c05de04\", \"f3ddbf16-3094-4d50-a979-fe50ab8ded29\", \"5215ab9f-d9af-4f2f-a18d-6760f184a7e7\", \"938c07aa-3a73-41a1-a529-193260b7da50\", \"26c9e945-f4a4-4b63-8946-96be14a98542\", \"776a28a4-7f33-48c5-bee8-88499bc671ec\"], \"total_duration\": 389.0, \"total_sessions\": 7, \"mean_week_duration\": 1.744}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please provide insights on 5 users who aren't living in cities Jakarta, Nairobi, Dubai, Zurich, Tokyo , put to use sorting by overall sessions count from the largest to the smallest also save only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"78130\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-09-02 14:45:46.000000+00:00\", \"2020-11-25 16:09:00.000000+00:00\"], \"session_ids\": [\"3ddab7e8-b2ce-4baf-8e3b-402c1292fc2b\", \"e774fbd8-6315-446f-827a-5a4e8965e1ce\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.65}, \"28374\": {\"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\": \"Nassau\", \"datetimes\": [\"2020-09-27 14:19:41.000000+00:00\", \"2022-04-01 04:16:58.000000+00:00\"], \"session_ids\": [\"8175c0b7-11cb-4f8d-8128-7c2e99f1331c\", \"3be4027b-320a-4f34-ac3b-037cb177a36e\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 0.899}, \"70261\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 7, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-02-27 14:24:49.000000+00:00\", \"2019-07-14 14:47:48.000000+00:00\", \"2021-01-23 06:21:23.000000+00:00\", \"2020-07-02 06:11:43.000000+00:00\", \"2019-06-04 02:52:39.000000+00:00\", \"2020-05-03 22:14:41.000000+00:00\"], \"session_ids\": [\"c350ef24-91a2-408e-b705-ec903d264041\", \"6ce74900-889a-4279-979e-86ecd4ba2040\", \"5cef1578-e694-4c4f-a7d9-1c88d05ebb72\", \"90e78ba3-7d48-4314-b844-5007b5f99a88\", \"1b02f424-2eb4-4d3e-ae7b-d1e36cb2173f\", \"22a55ef6-61d7-42f7-ba04-5ce914c6a302\"], \"total_duration\": 383.0, \"total_sessions\": 6, \"mean_week_duration\": 4.453}, \"21927\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-02-25 02:42:30.000000+00:00\", \"2022-10-03 02:56:50.000000+00:00\", \"2023-05-19 02:12:37.000000+00:00\"], \"session_ids\": [\"f624d449-4519-464d-9689-8d265d787efa\", \"76211b8e-a1ee-419f-8e26-332b7ba9a05d\", \"6990f605-c5ef-4f07-a091-e9fde1c88a5c\"], \"total_duration\": 144.0, \"total_sessions\": 3, \"mean_week_duration\": 0.852}, \"39309\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-01-21 10:09:06.000000+00:00\", \"2019-10-10 01:23:47.000000+00:00\"], \"session_ids\": [\"e4aa90ba-dde4-445f-81ea-57dd65d11cbc\", \"6dfe6260-1a10-435a-aa51-6eb411b3cdb7\"], \"total_duration\": 392.0, \"total_sessions\": 2, \"mean_week_duration\": 3.267}, \"77340\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-27 01:50:57.000000+00:00\", \"2021-08-21 09:44:46.000000+00:00\", \"2022-11-16 12:40:06.000000+00:00\", \"2019-10-02 13:22:19.000000+00:00\", \"2022-09-08 21:18:39.000000+00:00\"], \"session_ids\": [\"491d0984-be13-4199-9454-8aa2f3192527\", \"a574a59f-a09c-4e03-9fa9-eaa4301fee6e\", \"96bb8139-aa84-4076-992a-425c91c6d8b7\", \"da1771a2-ff6e-45bb-a5f9-f3015dfd94b7\", \"67ea6e78-e4dd-4b8a-8873-bcc28444d8a9\"], \"total_duration\": 3325.0, \"total_sessions\": 5, \"mean_week_duration\": 20.399}, \"43007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2019-05-29 13:17:30.000000+00:00\", \"2021-09-07 21:31:47.000000+00:00\", \"2020-06-20 07:20:20.000000+00:00\", \"2020-12-08 09:31:41.000000+00:00\", \"2020-08-24 15:14:53.000000+00:00\"], \"session_ids\": [\"a1162064-0efa-4b9e-a9a8-d76d4e9055eb\", \"3299710b-b628-4a8c-a8e9-fc72eb1cdc29\", \"dc04ab73-5d50-4cb4-9207-8b2021b47277\", \"18a344e4-0801-4703-930c-4b4c969d3184\", \"013f46dc-02aa-4503-a7fb-29deb94f96f0\"], \"total_duration\": 102.0, \"total_sessions\": 5, \"mean_week_duration\": 0.857}, \"14316\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-08 04:57:39.000000+00:00\", \"2022-03-11 08:52:14.000000+00:00\", \"2021-08-04 00:34:53.000000+00:00\", \"2022-09-20 01:37:27.000000+00:00\", \"2019-07-20 18:37:15.000000+00:00\"], \"session_ids\": [\"17f3064e-78a0-459b-9c24-c051268182eb\", \"2185f8ac-cb86-4f4d-b469-5fd56a19c572\", \"42016f19-6b53-4e5f-bed0-fba7b0f59c5a\", \"f91c4d9e-f443-4092-9768-ade1750bea84\", \"be7e78e3-6881-4ae0-b54c-8eb7874e81af\"], \"total_duration\": 37.0, \"total_sessions\": 5, \"mean_week_duration\": 0.223}, \"42664\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-01-01 17:15:56.000000+00:00\", \"2020-12-06 00:00:24.000000+00:00\", \"2020-07-12 13:05:44.000000+00:00\", \"2019-08-13 05:58:41.000000+00:00\", \"2019-10-07 16:07:41.000000+00:00\"], \"session_ids\": [\"cdcb4830-42f8-4c4f-8eb9-b94815ba297c\", \"ec5588f6-5d3c-4998-b759-65d761ddf35d\", \"3073d200-15cc-4215-81e8-38ed18442c14\", \"1e06c3f5-860f-4f39-ad94-b46d304b2123\", \"d90ff0df-1b4f-469f-91ea-6d5bf47130c4\"], \"total_duration\": 3714.0, \"total_sessions\": 5, \"mean_week_duration\": 20.983}, \"60026\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-01-26 01:25:38.000000+00:00\", \"2022-11-27 13:25:43.000000+00:00\", \"2021-05-11 15:53:45.000000+00:00\"], \"session_ids\": [\"e7bf6e0e-ddae-4f35-acaa-1c154619e8fd\", \"9d2b4f72-39da-496e-8907-176ecce9e95e\", \"fd16b37b-88d3-4fab-93b5-084971cc807b\"], \"total_duration\": 1041.0, \"total_sessions\": 3, \"mean_week_duration\": 5.179}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Jakarta, Nairobi, Dubai, Zurich, Tokyo"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Jakarta\", \"Nairobi\", \"Dubai\", \"Zurich\", \"Tokyo\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"78130\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-09-02 14:45:46.000000+00:00\", \"2020-11-25 16:09:00.000000+00:00\"], \"session_ids\": [\"3ddab7e8-b2ce-4baf-8e3b-402c1292fc2b\", \"e774fbd8-6315-446f-827a-5a4e8965e1ce\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.65}, \"28374\": {\"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\": \"Nassau\", \"datetimes\": [\"2020-09-27 14:19:41.000000+00:00\", \"2022-04-01 04:16:58.000000+00:00\"], \"session_ids\": [\"8175c0b7-11cb-4f8d-8128-7c2e99f1331c\", \"3be4027b-320a-4f34-ac3b-037cb177a36e\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 0.899}, \"70261\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 7, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-02-27 14:24:49.000000+00:00\", \"2019-07-14 14:47:48.000000+00:00\", \"2021-01-23 06:21:23.000000+00:00\", \"2020-07-02 06:11:43.000000+00:00\", \"2019-06-04 02:52:39.000000+00:00\", \"2020-05-03 22:14:41.000000+00:00\"], \"session_ids\": [\"c350ef24-91a2-408e-b705-ec903d264041\", \"6ce74900-889a-4279-979e-86ecd4ba2040\", \"5cef1578-e694-4c4f-a7d9-1c88d05ebb72\", \"90e78ba3-7d48-4314-b844-5007b5f99a88\", \"1b02f424-2eb4-4d3e-ae7b-d1e36cb2173f\", \"22a55ef6-61d7-42f7-ba04-5ce914c6a302\"], \"total_duration\": 383.0, \"total_sessions\": 6, \"mean_week_duration\": 4.453}, \"39309\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-01-21 10:09:06.000000+00:00\", \"2019-10-10 01:23:47.000000+00:00\"], \"session_ids\": [\"e4aa90ba-dde4-445f-81ea-57dd65d11cbc\", \"6dfe6260-1a10-435a-aa51-6eb411b3cdb7\"], \"total_duration\": 392.0, \"total_sessions\": 2, \"mean_week_duration\": 3.267}, \"77340\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-27 01:50:57.000000+00:00\", \"2021-08-21 09:44:46.000000+00:00\", \"2022-11-16 12:40:06.000000+00:00\", \"2019-10-02 13:22:19.000000+00:00\", \"2022-09-08 21:18:39.000000+00:00\"], \"session_ids\": [\"491d0984-be13-4199-9454-8aa2f3192527\", \"a574a59f-a09c-4e03-9fa9-eaa4301fee6e\", \"96bb8139-aa84-4076-992a-425c91c6d8b7\", \"da1771a2-ff6e-45bb-a5f9-f3015dfd94b7\", \"67ea6e78-e4dd-4b8a-8873-bcc28444d8a9\"], \"total_duration\": 3325.0, \"total_sessions\": 5, \"mean_week_duration\": 20.399}, \"43007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2019-05-29 13:17:30.000000+00:00\", \"2021-09-07 21:31:47.000000+00:00\", \"2020-06-20 07:20:20.000000+00:00\", \"2020-12-08 09:31:41.000000+00:00\", \"2020-08-24 15:14:53.000000+00:00\"], \"session_ids\": [\"a1162064-0efa-4b9e-a9a8-d76d4e9055eb\", \"3299710b-b628-4a8c-a8e9-fc72eb1cdc29\", \"dc04ab73-5d50-4cb4-9207-8b2021b47277\", \"18a344e4-0801-4703-930c-4b4c969d3184\", \"013f46dc-02aa-4503-a7fb-29deb94f96f0\"], \"total_duration\": 102.0, \"total_sessions\": 5, \"mean_week_duration\": 0.857}, \"14316\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-08 04:57:39.000000+00:00\", \"2022-03-11 08:52:14.000000+00:00\", \"2021-08-04 00:34:53.000000+00:00\", \"2022-09-20 01:37:27.000000+00:00\", \"2019-07-20 18:37:15.000000+00:00\"], \"session_ids\": [\"17f3064e-78a0-459b-9c24-c051268182eb\", \"2185f8ac-cb86-4f4d-b469-5fd56a19c572\", \"42016f19-6b53-4e5f-bed0-fba7b0f59c5a\", \"f91c4d9e-f443-4092-9768-ade1750bea84\", \"be7e78e3-6881-4ae0-b54c-8eb7874e81af\"], \"total_duration\": 37.0, \"total_sessions\": 5, \"mean_week_duration\": 0.223}, \"42664\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-01-01 17:15:56.000000+00:00\", \"2020-12-06 00:00:24.000000+00:00\", \"2020-07-12 13:05:44.000000+00:00\", \"2019-08-13 05:58:41.000000+00:00\", \"2019-10-07 16:07:41.000000+00:00\"], \"session_ids\": [\"cdcb4830-42f8-4c4f-8eb9-b94815ba297c\", \"ec5588f6-5d3c-4998-b759-65d761ddf35d\", \"3073d200-15cc-4215-81e8-38ed18442c14\", \"1e06c3f5-860f-4f39-ad94-b46d304b2123\", \"d90ff0df-1b4f-469f-91ea-6d5bf47130c4\"], \"total_duration\": 3714.0, \"total_sessions\": 5, \"mean_week_duration\": 20.983}, \"60026\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-01-26 01:25:38.000000+00:00\", \"2022-11-27 13:25:43.000000+00:00\", \"2021-05-11 15:53:45.000000+00:00\"], \"session_ids\": [\"e7bf6e0e-ddae-4f35-acaa-1c154619e8fd\", \"9d2b4f72-39da-496e-8907-176ecce9e95e\", \"fd16b37b-88d3-4fab-93b5-084971cc807b\"], \"total_duration\": 1041.0, \"total_sessions\": 3, \"mean_week_duration\": 5.179}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"70261\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 7, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-02-27 14:24:49.000000+00:00\", \"2019-07-14 14:47:48.000000+00:00\", \"2021-01-23 06:21:23.000000+00:00\", \"2020-07-02 06:11:43.000000+00:00\", \"2019-06-04 02:52:39.000000+00:00\", \"2020-05-03 22:14:41.000000+00:00\"], \"session_ids\": [\"c350ef24-91a2-408e-b705-ec903d264041\", \"6ce74900-889a-4279-979e-86ecd4ba2040\", \"5cef1578-e694-4c4f-a7d9-1c88d05ebb72\", \"90e78ba3-7d48-4314-b844-5007b5f99a88\", \"1b02f424-2eb4-4d3e-ae7b-d1e36cb2173f\", \"22a55ef6-61d7-42f7-ba04-5ce914c6a302\"], \"total_duration\": 383.0, \"total_sessions\": 6, \"mean_week_duration\": 4.453}}, {\"77340\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-27 01:50:57.000000+00:00\", \"2021-08-21 09:44:46.000000+00:00\", \"2022-11-16 12:40:06.000000+00:00\", \"2019-10-02 13:22:19.000000+00:00\", \"2022-09-08 21:18:39.000000+00:00\"], \"session_ids\": [\"491d0984-be13-4199-9454-8aa2f3192527\", \"a574a59f-a09c-4e03-9fa9-eaa4301fee6e\", \"96bb8139-aa84-4076-992a-425c91c6d8b7\", \"da1771a2-ff6e-45bb-a5f9-f3015dfd94b7\", \"67ea6e78-e4dd-4b8a-8873-bcc28444d8a9\"], \"total_duration\": 3325.0, \"total_sessions\": 5, \"mean_week_duration\": 20.399}}, {\"43007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2019-05-29 13:17:30.000000+00:00\", \"2021-09-07 21:31:47.000000+00:00\", \"2020-06-20 07:20:20.000000+00:00\", \"2020-12-08 09:31:41.000000+00:00\", \"2020-08-24 15:14:53.000000+00:00\"], \"session_ids\": [\"a1162064-0efa-4b9e-a9a8-d76d4e9055eb\", \"3299710b-b628-4a8c-a8e9-fc72eb1cdc29\", \"dc04ab73-5d50-4cb4-9207-8b2021b47277\", \"18a344e4-0801-4703-930c-4b4c969d3184\", \"013f46dc-02aa-4503-a7fb-29deb94f96f0\"], \"total_duration\": 102.0, \"total_sessions\": 5, \"mean_week_duration\": 0.857}}, {\"14316\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-08 04:57:39.000000+00:00\", \"2022-03-11 08:52:14.000000+00:00\", \"2021-08-04 00:34:53.000000+00:00\", \"2022-09-20 01:37:27.000000+00:00\", \"2019-07-20 18:37:15.000000+00:00\"], \"session_ids\": [\"17f3064e-78a0-459b-9c24-c051268182eb\", \"2185f8ac-cb86-4f4d-b469-5fd56a19c572\", \"42016f19-6b53-4e5f-bed0-fba7b0f59c5a\", \"f91c4d9e-f443-4092-9768-ade1750bea84\", \"be7e78e3-6881-4ae0-b54c-8eb7874e81af\"], \"total_duration\": 37.0, \"total_sessions\": 5, \"mean_week_duration\": 0.223}}, {\"42664\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-01-01 17:15:56.000000+00:00\", \"2020-12-06 00:00:24.000000+00:00\", \"2020-07-12 13:05:44.000000+00:00\", \"2019-08-13 05:58:41.000000+00:00\", \"2019-10-07 16:07:41.000000+00:00\"], \"session_ids\": [\"cdcb4830-42f8-4c4f-8eb9-b94815ba297c\", \"ec5588f6-5d3c-4998-b759-65d761ddf35d\", \"3073d200-15cc-4215-81e8-38ed18442c14\", \"1e06c3f5-860f-4f39-ad94-b46d304b2123\", \"d90ff0df-1b4f-469f-91ea-6d5bf47130c4\"], \"total_duration\": 3714.0, \"total_sessions\": 5, \"mean_week_duration\": 20.983}}, {\"60026\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-01-26 01:25:38.000000+00:00\", \"2022-11-27 13:25:43.000000+00:00\", \"2021-05-11 15:53:45.000000+00:00\"], \"session_ids\": [\"e7bf6e0e-ddae-4f35-acaa-1c154619e8fd\", \"9d2b4f72-39da-496e-8907-176ecce9e95e\", \"fd16b37b-88d3-4fab-93b5-084971cc807b\"], \"total_duration\": 1041.0, \"total_sessions\": 3, \"mean_week_duration\": 5.179}}, {\"78130\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-09-02 14:45:46.000000+00:00\", \"2020-11-25 16:09:00.000000+00:00\"], \"session_ids\": [\"3ddab7e8-b2ce-4baf-8e3b-402c1292fc2b\", \"e774fbd8-6315-446f-827a-5a4e8965e1ce\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.65}}, {\"28374\": {\"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\": \"Nassau\", \"datetimes\": [\"2020-09-27 14:19:41.000000+00:00\", \"2022-04-01 04:16:58.000000+00:00\"], \"session_ids\": [\"8175c0b7-11cb-4f8d-8128-7c2e99f1331c\", \"3be4027b-320a-4f34-ac3b-037cb177a36e\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 0.899}}, {\"39309\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-01-21 10:09:06.000000+00:00\", \"2019-10-10 01:23:47.000000+00:00\"], \"session_ids\": [\"e4aa90ba-dde4-445f-81ea-57dd65d11cbc\", \"6dfe6260-1a10-435a-aa51-6eb411b3cdb7\"], \"total_duration\": 392.0, \"total_sessions\": 2, \"mean_week_duration\": 3.267}}]\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[{\"70261\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 7, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-02-27 14:24:49.000000+00:00\", \"2019-07-14 14:47:48.000000+00:00\", \"2021-01-23 06:21:23.000000+00:00\", \"2020-07-02 06:11:43.000000+00:00\", \"2019-06-04 02:52:39.000000+00:00\", \"2020-05-03 22:14:41.000000+00:00\"], \"session_ids\": [\"c350ef24-91a2-408e-b705-ec903d264041\", \"6ce74900-889a-4279-979e-86ecd4ba2040\", \"5cef1578-e694-4c4f-a7d9-1c88d05ebb72\", \"90e78ba3-7d48-4314-b844-5007b5f99a88\", \"1b02f424-2eb4-4d3e-ae7b-d1e36cb2173f\", \"22a55ef6-61d7-42f7-ba04-5ce914c6a302\"], \"total_duration\": 383.0, \"total_sessions\": 6, \"mean_week_duration\": 4.453}}, {\"77340\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-27 01:50:57.000000+00:00\", \"2021-08-21 09:44:46.000000+00:00\", \"2022-11-16 12:40:06.000000+00:00\", \"2019-10-02 13:22:19.000000+00:00\", \"2022-09-08 21:18:39.000000+00:00\"], \"session_ids\": [\"491d0984-be13-4199-9454-8aa2f3192527\", \"a574a59f-a09c-4e03-9fa9-eaa4301fee6e\", \"96bb8139-aa84-4076-992a-425c91c6d8b7\", \"da1771a2-ff6e-45bb-a5f9-f3015dfd94b7\", \"67ea6e78-e4dd-4b8a-8873-bcc28444d8a9\"], \"total_duration\": 3325.0, \"total_sessions\": 5, \"mean_week_duration\": 20.399}}, {\"43007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2019-05-29 13:17:30.000000+00:00\", \"2021-09-07 21:31:47.000000+00:00\", \"2020-06-20 07:20:20.000000+00:00\", \"2020-12-08 09:31:41.000000+00:00\", \"2020-08-24 15:14:53.000000+00:00\"], \"session_ids\": [\"a1162064-0efa-4b9e-a9a8-d76d4e9055eb\", \"3299710b-b628-4a8c-a8e9-fc72eb1cdc29\", \"dc04ab73-5d50-4cb4-9207-8b2021b47277\", \"18a344e4-0801-4703-930c-4b4c969d3184\", \"013f46dc-02aa-4503-a7fb-29deb94f96f0\"], \"total_duration\": 102.0, \"total_sessions\": 5, \"mean_week_duration\": 0.857}}]\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[{\"70261\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 7, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-02-27 14:24:49.000000+00:00\", \"2019-07-14 14:47:48.000000+00:00\", \"2021-01-23 06:21:23.000000+00:00\", \"2020-07-02 06:11:43.000000+00:00\", \"2019-06-04 02:52:39.000000+00:00\", \"2020-05-03 22:14:41.000000+00:00\"], \"session_ids\": [\"c350ef24-91a2-408e-b705-ec903d264041\", \"6ce74900-889a-4279-979e-86ecd4ba2040\", \"5cef1578-e694-4c4f-a7d9-1c88d05ebb72\", \"90e78ba3-7d48-4314-b844-5007b5f99a88\", \"1b02f424-2eb4-4d3e-ae7b-d1e36cb2173f\", \"22a55ef6-61d7-42f7-ba04-5ce914c6a302\"], \"total_duration\": 383.0, \"total_sessions\": 6, \"mean_week_duration\": 4.453}}, {\"77340\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-27 01:50:57.000000+00:00\", \"2021-08-21 09:44:46.000000+00:00\", \"2022-11-16 12:40:06.000000+00:00\", \"2019-10-02 13:22:19.000000+00:00\", \"2022-09-08 21:18:39.000000+00:00\"], \"session_ids\": [\"491d0984-be13-4199-9454-8aa2f3192527\", \"a574a59f-a09c-4e03-9fa9-eaa4301fee6e\", \"96bb8139-aa84-4076-992a-425c91c6d8b7\", \"da1771a2-ff6e-45bb-a5f9-f3015dfd94b7\", \"67ea6e78-e4dd-4b8a-8873-bcc28444d8a9\"], \"total_duration\": 3325.0, \"total_sessions\": 5, \"mean_week_duration\": 20.399}}, {\"43007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2019-05-29 13:17:30.000000+00:00\", \"2021-09-07 21:31:47.000000+00:00\", \"2020-06-20 07:20:20.000000+00:00\", \"2020-12-08 09:31:41.000000+00:00\", \"2020-08-24 15:14:53.000000+00:00\"], \"session_ids\": [\"a1162064-0efa-4b9e-a9a8-d76d4e9055eb\", \"3299710b-b628-4a8c-a8e9-fc72eb1cdc29\", \"dc04ab73-5d50-4cb4-9207-8b2021b47277\", \"18a344e4-0801-4703-930c-4b4c969d3184\", \"013f46dc-02aa-4503-a7fb-29deb94f96f0\"], \"total_duration\": 102.0, \"total_sessions\": 5, \"mean_week_duration\": 0.857}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about 6 users whose time in app per week is staying below 2, exclusively 2 + perform sorting by overall duration of sessions per week form the lowest value to the highest 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{\"55240\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-06-02 18:28:58.000000+00:00\", \"2019-02-05 18:30:04.000000+00:00\", \"2019-02-11 05:59:28.000000+00:00\"], \"session_ids\": [\"88111d51-1f01-4a4e-a6ee-ca05ecc27bfb\", \"a19a7bc7-ccee-48a5-afa7-b49f92ae6f38\", \"591d24a1-6af2-42a0-aa9d-7c617b396ade\"], \"total_duration\": 54.0, \"total_sessions\": 3, \"mean_week_duration\": 3.176}, \"82591\": {\"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\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-12-08 18:57:48.000000+00:00\", \"2020-11-26 00:02:56.000000+00:00\"], \"session_ids\": [\"ad5c9315-2601-4e5e-8922-8001bdf4e1f3\", \"7f8cedbc-cbfe-4e0c-8b0a-57ea338f16c0\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 102.5}, \"30129\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-02-15 22:10:01.000000+00:00\", \"2022-05-20 13:23:35.000000+00:00\"], \"session_ids\": [\"5f4d73c3-b990-43c6-b7bc-e39956ea91ca\", \"e6f76f4a-034b-4555-8c0b-ef8c63cbaf79\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.094}, \"10491\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-15 02:35:54.000000+00:00\", \"2019-01-15 17:59:28.000000+00:00\"], \"session_ids\": [\"f69f0ce4-55ca-4442-b79d-0fe84e0ec0a3\", \"d994bcf4-fa6a-4c66-bc28-410c61cbc92a\"], \"total_duration\": 160.0, \"total_sessions\": 2, \"mean_week_duration\": 1.356}, \"22899\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-06-02 14:34:33.000000+00:00\", \"2023-05-27 13:43:13.000000+00:00\"], \"session_ids\": [\"93dc667f-4594-4573-a2a6-c96bea46b28f\", \"269e23e0-0488-4e21-a4a9-3fb5bb7579c2\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 1.471}, \"35358\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-28 17:40:22.000000+00:00\", \"2021-01-13 12:42:19.000000+00:00\", \"2021-06-21 07:46:38.000000+00:00\"], \"session_ids\": [\"2923944b-7aaf-4cf2-acb7-ff6a7db3c6d4\", \"c0e1412b-79e2-410d-96d6-8af91f73231a\", \"3c8f3e9b-d2e6-4869-bdb5-c3a6fb3bca1e\"], \"total_duration\": 212.0, \"total_sessions\": 3, \"mean_week_duration\": 8.48}, \"64303\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-10-25 10:59:57.000000+00:00\", \"2022-01-05 17:39:47.000000+00:00\"], \"session_ids\": [\"1311248c-c15d-403f-b11c-ffad3271c354\", \"3d9bfcc0-fcfa-4204-a0a5-adc3f2f0fa7c\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.417}, \"83397\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-09-10 22:12:10.000000+00:00\", \"2022-06-28 06:39:50.000000+00:00\"], \"session_ids\": [\"852b1f99-e9e0-428f-9416-5a1445f52995\", \"987c1914-5b55-4b5b-9e34-8a25b9482ae0\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 1.277}, \"72322\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-08 00:25:46.000000+00:00\", \"2022-09-24 04:51:25.000000+00:00\", \"2021-07-01 13:06:31.000000+00:00\", \"2019-11-30 17:22:10.000000+00:00\", \"2021-02-19 09:39:36.000000+00:00\", \"2019-03-30 10:57:22.000000+00:00\", \"2019-02-25 01:36:02.000000+00:00\", \"2020-06-24 23:27:33.000000+00:00\", \"2021-01-19 07:36:14.000000+00:00\"], \"session_ids\": [\"96f2c0d6-aba5-4747-b8bd-5b7e2315565e\", \"87dd357b-4cb3-40ee-95f6-ff4d45f9a942\", \"35112cca-df98-4e80-a88f-35543c050f3e\", \"7a2a0d3e-83df-4f1f-b923-97573ab18d2d\", \"c09eed28-3755-4f78-b7c0-7a174c2b282e\", \"bbb1c45b-5f47-4779-a3f7-955cd6bd565a\", \"21375c47-05e4-460a-9f0a-23fc63d77c32\", \"c2cff5d6-7bbe-44e5-8555-715d424bcaf4\", \"c11e2887-6dc2-41ad-91b6-61de6992e656\"], \"total_duration\": 2728.0, \"total_sessions\": 9, \"mean_week_duration\": 12.457}, \"62209\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-10-24 10:25:27.000000+00:00\", \"2020-12-14 06:52:27.000000+00:00\"], \"session_ids\": [\"05879fae-8c0b-4c9f-92cd-c434f88e45fb\", \"748eb920-e691-4592-a02d-6ba20910770f\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 2.933}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are less than 2"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\"]]}, \"all_values\": {\"mean_week_duration\": [[2, 27]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"30129\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-02-15 22:10:01.000000+00:00\", \"2022-05-20 13:23:35.000000+00:00\"], \"session_ids\": [\"5f4d73c3-b990-43c6-b7bc-e39956ea91ca\", \"e6f76f4a-034b-4555-8c0b-ef8c63cbaf79\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.094}, \"10491\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-15 02:35:54.000000+00:00\", \"2019-01-15 17:59:28.000000+00:00\"], \"session_ids\": [\"f69f0ce4-55ca-4442-b79d-0fe84e0ec0a3\", \"d994bcf4-fa6a-4c66-bc28-410c61cbc92a\"], \"total_duration\": 160.0, \"total_sessions\": 2, \"mean_week_duration\": 1.356}, \"22899\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-06-02 14:34:33.000000+00:00\", \"2023-05-27 13:43:13.000000+00:00\"], \"session_ids\": [\"93dc667f-4594-4573-a2a6-c96bea46b28f\", \"269e23e0-0488-4e21-a4a9-3fb5bb7579c2\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 1.471}, \"64303\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-10-25 10:59:57.000000+00:00\", \"2022-01-05 17:39:47.000000+00:00\"], \"session_ids\": [\"1311248c-c15d-403f-b11c-ffad3271c354\", \"3d9bfcc0-fcfa-4204-a0a5-adc3f2f0fa7c\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.417}, \"83397\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-09-10 22:12:10.000000+00:00\", \"2022-06-28 06:39:50.000000+00:00\"], \"session_ids\": [\"852b1f99-e9e0-428f-9416-5a1445f52995\", \"987c1914-5b55-4b5b-9e34-8a25b9482ae0\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 1.277}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"30129\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-02-15 22:10:01.000000+00:00\", \"2022-05-20 13:23:35.000000+00:00\"], \"session_ids\": [\"5f4d73c3-b990-43c6-b7bc-e39956ea91ca\", \"e6f76f4a-034b-4555-8c0b-ef8c63cbaf79\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.094}}, {\"64303\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-10-25 10:59:57.000000+00:00\", \"2022-01-05 17:39:47.000000+00:00\"], \"session_ids\": [\"1311248c-c15d-403f-b11c-ffad3271c354\", \"3d9bfcc0-fcfa-4204-a0a5-adc3f2f0fa7c\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.417}}, {\"83397\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-09-10 22:12:10.000000+00:00\", \"2022-06-28 06:39:50.000000+00:00\"], \"session_ids\": [\"852b1f99-e9e0-428f-9416-5a1445f52995\", \"987c1914-5b55-4b5b-9e34-8a25b9482ae0\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 1.277}}, {\"10491\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-15 02:35:54.000000+00:00\", \"2019-01-15 17:59:28.000000+00:00\"], \"session_ids\": [\"f69f0ce4-55ca-4442-b79d-0fe84e0ec0a3\", \"d994bcf4-fa6a-4c66-bc28-410c61cbc92a\"], \"total_duration\": 160.0, \"total_sessions\": 2, \"mean_week_duration\": 1.356}}, {\"22899\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-06-02 14:34:33.000000+00:00\", \"2023-05-27 13:43:13.000000+00:00\"], \"session_ids\": [\"93dc667f-4594-4573-a2a6-c96bea46b28f\", \"269e23e0-0488-4e21-a4a9-3fb5bb7579c2\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 1.471}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 6 entries and exclude 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[{\"30129\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-02-15 22:10:01.000000+00:00\", \"2022-05-20 13:23:35.000000+00:00\"], \"session_ids\": [\"5f4d73c3-b990-43c6-b7bc-e39956ea91ca\", \"e6f76f4a-034b-4555-8c0b-ef8c63cbaf79\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.094}}, {\"64303\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-10-25 10:59:57.000000+00:00\", \"2022-01-05 17:39:47.000000+00:00\"], \"session_ids\": [\"1311248c-c15d-403f-b11c-ffad3271c354\", \"3d9bfcc0-fcfa-4204-a0a5-adc3f2f0fa7c\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.417}}, {\"83397\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-09-10 22:12:10.000000+00:00\", \"2022-06-28 06:39:50.000000+00:00\"], \"session_ids\": [\"852b1f99-e9e0-428f-9416-5a1445f52995\", \"987c1914-5b55-4b5b-9e34-8a25b9482ae0\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 1.277}}, {\"10491\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-15 02:35:54.000000+00:00\", \"2019-01-15 17:59:28.000000+00:00\"], \"session_ids\": [\"f69f0ce4-55ca-4442-b79d-0fe84e0ec0a3\", \"d994bcf4-fa6a-4c66-bc28-410c61cbc92a\"], \"total_duration\": 160.0, \"total_sessions\": 2, \"mean_week_duration\": 1.356}}, {\"22899\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-06-02 14:34:33.000000+00:00\", \"2023-05-27 13:43:13.000000+00:00\"], \"session_ids\": [\"93dc667f-4594-4573-a2a6-c96bea46b28f\", \"269e23e0-0488-4e21-a4a9-3fb5bb7579c2\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 1.471}}]\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[{\"30129\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-02-15 22:10:01.000000+00:00\", \"2022-05-20 13:23:35.000000+00:00\"], \"session_ids\": [\"5f4d73c3-b990-43c6-b7bc-e39956ea91ca\", \"e6f76f4a-034b-4555-8c0b-ef8c63cbaf79\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.094}}, {\"64303\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-10-25 10:59:57.000000+00:00\", \"2022-01-05 17:39:47.000000+00:00\"], \"session_ids\": [\"1311248c-c15d-403f-b11c-ffad3271c354\", \"3d9bfcc0-fcfa-4204-a0a5-adc3f2f0fa7c\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.417}}, {\"83397\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-09-10 22:12:10.000000+00:00\", \"2022-06-28 06:39:50.000000+00:00\"], \"session_ids\": [\"852b1f99-e9e0-428f-9416-5a1445f52995\", \"987c1914-5b55-4b5b-9e34-8a25b9482ae0\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 1.277}}, {\"10491\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-15 02:35:54.000000+00:00\", \"2019-01-15 17:59:28.000000+00:00\"], \"session_ids\": [\"f69f0ce4-55ca-4442-b79d-0fe84e0ec0a3\", \"d994bcf4-fa6a-4c66-bc28-410c61cbc92a\"], \"total_duration\": 160.0, \"total_sessions\": 2, \"mean_week_duration\": 1.356}}, {\"22899\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-06-02 14:34:33.000000+00:00\", \"2023-05-27 13:43:13.000000+00:00\"], \"session_ids\": [\"93dc667f-4594-4573-a2a6-c96bea46b28f\", \"269e23e0-0488-4e21-a4a9-3fb5bb7579c2\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 1.471}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Share insights on 5 users with a aver of time using the app per week that is higher than 5 and lower than 28, exclusive 28 inclusive 5 also carry out sorting by duration summation decliningly."
}
] |
[
{
"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{\"75046\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-06-29 05:11:34.000000+00:00\", \"2019-08-20 19:09:38.000000+00:00\"], \"session_ids\": [\"9c03b5d4-f497-4f75-ad7c-add425510eef\", \"72d792ac-0f70-4f50-bebc-ddf920d1dd37\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.139}, \"56136\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-04-16 14:23:51.000000+00:00\", \"2020-02-26 00:09:32.000000+00:00\"], \"session_ids\": [\"41a279a5-61ad-4559-b93a-515c26f32263\", \"d9d32a3b-fa96-4022-ad79-129da5bf21ec\"], \"total_duration\": 482.0, \"total_sessions\": 2, \"mean_week_duration\": 60.25}, \"28418\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-09-09 18:00:16.000000+00:00\", \"2021-11-09 21:01:49.000000+00:00\", \"2022-06-10 01:05:27.000000+00:00\", \"2019-07-31 10:17:07.000000+00:00\", \"2020-09-02 05:21:54.000000+00:00\", \"2023-04-05 07:39:59.000000+00:00\", \"2019-03-28 17:24:41.000000+00:00\", \"2019-04-26 01:32:11.000000+00:00\"], \"session_ids\": [\"eeae865a-a619-498e-9c02-c9cdd7d95f56\", \"b0d84666-6cd6-450c-94f3-081092697a4d\", \"9c9966a7-b92d-48b7-98db-bf866dfe69d3\", \"5c8c893b-c9c7-479e-bcca-056339693647\", \"b7eabaca-0ebf-4488-8ec6-f0f6aa11ac51\", \"323c55df-4e25-4e09-a911-13d01bd22bb5\", \"314920d5-6337-4f01-b79b-f1c6cb81158d\", \"341244c4-6437-4a6b-95eb-689757a9c1e4\"], \"total_duration\": 17167.0, \"total_sessions\": 8, \"mean_week_duration\": 81.748}, \"91071\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-07-08 20:52:50.000000+00:00\", \"2019-04-29 08:25:25.000000+00:00\"], \"session_ids\": [\"06a92e06-c5c6-4f6a-b431-167626512e87\", \"0fd033a7-c74d-4287-a5a7-8c8426bfad1e\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.286}, \"83914\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-03-20 13:47:39.000000+00:00\", \"2019-05-02 12:13:56.000000+00:00\", \"2021-04-17 21:33:36.000000+00:00\", \"2023-04-03 11:52:21.000000+00:00\", \"2021-10-26 08:34:52.000000+00:00\", \"2019-11-10 10:34:02.000000+00:00\", \"2019-06-13 23:47:07.000000+00:00\", \"2021-04-25 02:51:26.000000+00:00\", \"2021-01-10 03:27:13.000000+00:00\", \"2021-06-06 18:03:24.000000+00:00\"], \"session_ids\": [\"d45d110a-cd82-4093-a02d-0c1144e8933c\", \"36faa5e0-6fa2-40d4-87d8-6188d3eea376\", \"75ae5af6-bbea-4810-bbc8-426b64675146\", \"5f6754a4-63d4-4c17-82a7-aeb9f465053b\", \"abbb60f7-d48f-4996-8d2f-59347e85ab4c\", \"5c555575-0299-49c9-ae0c-36972cc21733\", \"45ac1a34-efca-40e8-95ec-38831d52a84b\", \"c9921b19-1282-41b8-940c-63df684f96e2\", \"a228d3e4-7f7a-4365-84b7-482c3c1689a1\", \"a1da4071-1604-45c0-8123-a0cd3dc072e1\"], \"total_duration\": 37088.0, \"total_sessions\": 10, \"mean_week_duration\": 175.773}, \"60829\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-12-27 22:05:50.000000+00:00\", \"2019-05-08 12:40:06.000000+00:00\"], \"session_ids\": [\"e646641f-d3e1-4ac1-8931-8c6282fed84e\", \"1c21f62a-e6f1-4754-9a4c-f28d105942d7\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 1.877}, \"74983\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-01-15 21:07:02.000000+00:00\", \"2021-01-12 10:03:32.000000+00:00\", \"2020-07-08 20:31:36.000000+00:00\", \"2020-11-10 00:16:14.000000+00:00\"], \"session_ids\": [\"4ee2d249-f752-4523-a312-2c19364218fe\", \"93a38d1c-6d40-4427-bd80-c1d3a022f5c6\", \"afa76eb2-e5a8-4280-af76-532fd13135b0\", \"d1b92ad7-3216-4274-8337-4551a4fff242\"], \"total_duration\": 667.0, \"total_sessions\": 4, \"mean_week_duration\": 6.413}, \"58567\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2019-04-05 16:06:22.000000+00:00\", \"2020-03-04 13:24:51.000000+00:00\", \"2023-03-03 14:11:35.000000+00:00\", \"2020-08-27 17:22:18.000000+00:00\", \"2019-04-16 11:26:01.000000+00:00\", \"2021-11-07 19:42:40.000000+00:00\", \"2019-04-30 15:37:37.000000+00:00\"], \"session_ids\": [\"b7ca3ebb-765d-432b-ac67-be71f53952ed\", \"e7cfc1f1-a3de-4616-b7d4-e688240bbef7\", \"9ce25dfd-6588-4bed-91e9-b586e5759167\", \"ea8f3cfc-d782-4acf-ac6b-13841d033c3f\", \"bf04da14-0e9b-47eb-8383-18644f24aeff\", \"ebab5383-4e5f-454a-96d4-b0e2d4ed2afe\", \"43f1d640-aa21-4039-8776-1a2488e0945c\"], \"total_duration\": 806.0, \"total_sessions\": 7, \"mean_week_duration\": 3.951}, \"16859\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-25 09:41:11.000000+00:00\", \"2021-04-18 01:40:42.000000+00:00\", \"2022-04-13 22:20:57.000000+00:00\", \"2021-05-21 07:16:55.000000+00:00\"], \"session_ids\": [\"1cacdb58-00fa-440a-b4f1-de0271828c04\", \"8e16732b-2c89-47e2-a404-31f94f6e499d\", \"c21b3cc6-30e4-4710-8e69-3c69fa1b74a8\", \"41a3627b-6586-4f74-bc16-ccc59498cdc9\"], \"total_duration\": 1208.0, \"total_sessions\": 4, \"mean_week_duration\": 10.414}, \"47102\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-01-15 17:41:08.000000+00:00\", \"2021-03-21 16:14:43.000000+00:00\", \"2023-06-28 06:35:10.000000+00:00\", \"2020-11-06 22:11:50.000000+00:00\", \"2022-09-17 10:33:03.000000+00:00\", \"2023-03-30 09:55:39.000000+00:00\"], \"session_ids\": [\"82768260-10a0-4780-be1c-d8c536edd7e5\", \"e7fd3c4c-e5d9-42a8-a290-3b24472a6d8b\", \"37b6adec-cf2e-44ac-90fb-accecf2b4e13\", \"16b7d701-7934-43d8-b386-35b581173a50\", \"f8ea7201-a2c9-4c0c-b7c9-ef18f3bf0c6d\", \"ce8d5006-3685-4942-b9d5-a7689d0f0dc7\"], \"total_duration\": 110.0, \"total_sessions\": 6, \"mean_week_duration\": 0.797}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are equal or greater than 5 and are less than 28"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[5, 28]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"74983\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-01-15 21:07:02.000000+00:00\", \"2021-01-12 10:03:32.000000+00:00\", \"2020-07-08 20:31:36.000000+00:00\", \"2020-11-10 00:16:14.000000+00:00\"], \"session_ids\": [\"4ee2d249-f752-4523-a312-2c19364218fe\", \"93a38d1c-6d40-4427-bd80-c1d3a022f5c6\", \"afa76eb2-e5a8-4280-af76-532fd13135b0\", \"d1b92ad7-3216-4274-8337-4551a4fff242\"], \"total_duration\": 667.0, \"total_sessions\": 4, \"mean_week_duration\": 6.413}, \"16859\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-25 09:41:11.000000+00:00\", \"2021-04-18 01:40:42.000000+00:00\", \"2022-04-13 22:20:57.000000+00:00\", \"2021-05-21 07:16:55.000000+00:00\"], \"session_ids\": [\"1cacdb58-00fa-440a-b4f1-de0271828c04\", \"8e16732b-2c89-47e2-a404-31f94f6e499d\", \"c21b3cc6-30e4-4710-8e69-3c69fa1b74a8\", \"41a3627b-6586-4f74-bc16-ccc59498cdc9\"], \"total_duration\": 1208.0, \"total_sessions\": 4, \"mean_week_duration\": 10.414}}\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[{\"16859\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-25 09:41:11.000000+00:00\", \"2021-04-18 01:40:42.000000+00:00\", \"2022-04-13 22:20:57.000000+00:00\", \"2021-05-21 07:16:55.000000+00:00\"], \"session_ids\": [\"1cacdb58-00fa-440a-b4f1-de0271828c04\", \"8e16732b-2c89-47e2-a404-31f94f6e499d\", \"c21b3cc6-30e4-4710-8e69-3c69fa1b74a8\", \"41a3627b-6586-4f74-bc16-ccc59498cdc9\"], \"total_duration\": 1208.0, \"total_sessions\": 4, \"mean_week_duration\": 10.414}}, {\"74983\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-01-15 21:07:02.000000+00:00\", \"2021-01-12 10:03:32.000000+00:00\", \"2020-07-08 20:31:36.000000+00:00\", \"2020-11-10 00:16:14.000000+00:00\"], \"session_ids\": [\"4ee2d249-f752-4523-a312-2c19364218fe\", \"93a38d1c-6d40-4427-bd80-c1d3a022f5c6\", \"afa76eb2-e5a8-4280-af76-532fd13135b0\", \"d1b92ad7-3216-4274-8337-4551a4fff242\"], \"total_duration\": 667.0, \"total_sessions\": 4, \"mean_week_duration\": 6.413}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 5 entries and remove 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[{\"16859\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-25 09:41:11.000000+00:00\", \"2021-04-18 01:40:42.000000+00:00\", \"2022-04-13 22:20:57.000000+00:00\", \"2021-05-21 07:16:55.000000+00:00\"], \"session_ids\": [\"1cacdb58-00fa-440a-b4f1-de0271828c04\", \"8e16732b-2c89-47e2-a404-31f94f6e499d\", \"c21b3cc6-30e4-4710-8e69-3c69fa1b74a8\", \"41a3627b-6586-4f74-bc16-ccc59498cdc9\"], \"total_duration\": 1208.0, \"total_sessions\": 4, \"mean_week_duration\": 10.414}}, {\"74983\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-01-15 21:07:02.000000+00:00\", \"2021-01-12 10:03:32.000000+00:00\", \"2020-07-08 20:31:36.000000+00:00\", \"2020-11-10 00:16:14.000000+00:00\"], \"session_ids\": [\"4ee2d249-f752-4523-a312-2c19364218fe\", \"93a38d1c-6d40-4427-bd80-c1d3a022f5c6\", \"afa76eb2-e5a8-4280-af76-532fd13135b0\", \"d1b92ad7-3216-4274-8337-4551a4fff242\"], \"total_duration\": 667.0, \"total_sessions\": 4, \"mean_week_duration\": 6.413}}]\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[{\"16859\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-25 09:41:11.000000+00:00\", \"2021-04-18 01:40:42.000000+00:00\", \"2022-04-13 22:20:57.000000+00:00\", \"2021-05-21 07:16:55.000000+00:00\"], \"session_ids\": [\"1cacdb58-00fa-440a-b4f1-de0271828c04\", \"8e16732b-2c89-47e2-a404-31f94f6e499d\", \"c21b3cc6-30e4-4710-8e69-3c69fa1b74a8\", \"41a3627b-6586-4f74-bc16-ccc59498cdc9\"], \"total_duration\": 1208.0, \"total_sessions\": 4, \"mean_week_duration\": 10.414}}, {\"74983\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-01-15 21:07:02.000000+00:00\", \"2021-01-12 10:03:32.000000+00:00\", \"2020-07-08 20:31:36.000000+00:00\", \"2020-11-10 00:16:14.000000+00:00\"], \"session_ids\": [\"4ee2d249-f752-4523-a312-2c19364218fe\", \"93a38d1c-6d40-4427-bd80-c1d3a022f5c6\", \"afa76eb2-e5a8-4280-af76-532fd13135b0\", \"d1b92ad7-3216-4274-8337-4551a4fff242\"], \"total_duration\": 667.0, \"total_sessions\": 4, \"mean_week_duration\": 6.413}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show user to me with a total_duration that is above 593 and below 3036, exclusive 593 inclusive 3036 + execute sorting by city naming asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"32088\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-04-03 08:04:50.000000+00:00\", \"2020-09-06 15:16:30.000000+00:00\", \"2023-02-09 12:02:59.000000+00:00\"], \"session_ids\": [\"8b5a6658-0b4a-4079-a1a8-844ba5c94e69\", \"fcc88254-bef5-4468-bbe7-259413b2f0d2\", \"0d444229-2413-46e7-8ccf-75931e7c2807\"], \"total_duration\": 790.0, \"total_sessions\": 3, \"mean_week_duration\": 5.302}, \"55848\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-03-03 14:27:57.000000+00:00\", \"2023-01-31 20:03:41.000000+00:00\", \"2020-08-25 02:50:13.000000+00:00\", \"2023-04-02 00:37:17.000000+00:00\", \"2019-03-04 03:26:50.000000+00:00\", \"2019-02-05 01:33:49.000000+00:00\", \"2021-08-22 03:58:21.000000+00:00\", \"2021-01-23 21:41:22.000000+00:00\"], \"session_ids\": [\"c539ccdd-a075-4253-8592-57904d886b52\", \"ab217fe8-110b-4913-b02d-95123514f69f\", \"d05d12c9-db82-4792-a423-54b89ef014f1\", \"229ba505-ce19-42ed-b02b-734b3a36f080\", \"1a57ea05-730a-4d8f-9095-e12d29bcb7cd\", \"b84dddf1-6144-4d18-80f6-2650cfcaff4e\", \"97baf616-2757-457a-bb97-2030655a366f\", \"cb1b0dd9-6186-4818-9180-1373350e33c3\"], \"total_duration\": 1646.0, \"total_sessions\": 8, \"mean_week_duration\": 7.585}, \"50955\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-10-26 16:29:48.000000+00:00\", \"2020-09-02 09:25:45.000000+00:00\"], \"session_ids\": [\"3a5888f0-1a33-424d-85a0-9b1f286b5bde\", \"1247d197-0846-48b3-ace7-97c33b9c4a99\"], \"total_duration\": 398.0, \"total_sessions\": 2, \"mean_week_duration\": 8.844}, \"43538\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2019-04-12 11:24:05.000000+00:00\", \"2023-02-10 14:26:07.000000+00:00\"], \"session_ids\": [\"82744e54-8aef-4d34-96df-06d65991ca10\", \"c518f53e-a7ed-43cc-acb9-551245ffe001\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 0.67}, \"37645\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-08-28 01:19:53.000000+00:00\", \"2021-02-15 07:34:39.000000+00:00\", \"2023-06-06 12:44:15.000000+00:00\", \"2023-06-30 14:21:21.000000+00:00\", \"2019-07-10 18:00:00.000000+00:00\", \"2022-11-10 20:58:31.000000+00:00\", \"2019-02-10 21:07:19.000000+00:00\", \"2020-12-19 14:16:41.000000+00:00\", \"2022-10-14 07:43:04.000000+00:00\"], \"session_ids\": [\"5d40c7f7-09bd-44ae-952d-f091bf55d14a\", \"71d809fc-d465-435e-9fe3-d3ec495cb843\", \"88fa3b3a-7eea-4e7d-8e40-1d9ed0ec4cb6\", \"270c5ff4-6ac9-431f-9a38-7f691acdf01f\", \"ae4e6f61-9351-45a8-b33a-36628a8d5818\", \"02a671a1-4756-42a7-b9d2-be8cd9f7020c\", \"089efdd5-8668-43e2-bda5-04810ef27d62\", \"5487b952-6c4e-4532-b81a-633e219bc22d\", \"54431257-55d5-4839-a055-466844d70dc4\"], \"total_duration\": 1067.0, \"total_sessions\": 9, \"mean_week_duration\": 4.659}, \"17976\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-06-23 18:10:17.000000+00:00\", \"2022-04-29 14:14:11.000000+00:00\", \"2022-02-09 22:08:02.000000+00:00\", \"2022-10-16 01:50:27.000000+00:00\", \"2023-05-09 19:59:02.000000+00:00\", \"2022-07-24 20:35:24.000000+00:00\", \"2021-08-21 00:00:30.000000+00:00\", \"2022-08-07 01:50:00.000000+00:00\", \"2020-11-19 09:12:40.000000+00:00\"], \"session_ids\": [\"25f7b7ae-9173-44f5-8d58-084d1bf7dcaf\", \"21fffab8-b45a-4c6f-ae00-def628315d48\", \"7ca89186-c35a-408b-abcf-6ded122e80ae\", \"48488b42-c1ad-4a8e-b274-4731e7239447\", \"af11c3d3-c69c-4bfe-9706-612da5a1641c\", \"c4a4771c-52ce-419e-b3d8-6efddf529424\", \"44705526-908a-4a75-b167-ab1370aa9ab5\", \"e2c1039d-7600-46e2-9234-ca159d230cb8\", \"5ad996cb-806d-4edd-a125-1bc97355ff2f\"], \"total_duration\": 26762.0, \"total_sessions\": 9, \"mean_week_duration\": 207.457}, \"46887\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-23 07:18:52.000000+00:00\", \"2019-05-03 17:51:42.000000+00:00\", \"2021-10-10 21:16:59.000000+00:00\", \"2020-05-16 19:36:46.000000+00:00\", \"2019-04-17 16:31:15.000000+00:00\"], \"session_ids\": [\"63016033-720a-469c-b464-a86c31b79a06\", \"df502762-3320-409d-929f-90f2ce6b03ef\", \"fdffe818-766e-419d-867e-b87b1211397c\", \"9be4f255-dbf6-47e1-aff8-d739d107b714\", \"9e53911e-50be-47e9-921d-58358649000f\"], \"total_duration\": 289.0, \"total_sessions\": 5, \"mean_week_duration\": 2.223}, \"14931\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-03-03 22:12:37.000000+00:00\", \"2022-10-08 04:37:52.000000+00:00\", \"2020-12-19 03:49:15.000000+00:00\", \"2019-05-09 13:09:27.000000+00:00\", \"2022-10-27 07:21:13.000000+00:00\", \"2019-12-11 10:05:13.000000+00:00\"], \"session_ids\": [\"cc0cc015-e4de-4a5c-92db-cb7691d4f217\", \"15642f2c-5f56-46c0-bf39-88f1c6248a14\", \"89034a76-ec36-4564-8135-048779901e64\", \"93a4c590-ba1d-435d-90b9-701c609ccf96\", \"e8079555-57f1-4186-a29d-360b766ac638\", \"62b50250-24dc-43ad-a3a7-ac13bf8bd9e1\"], \"total_duration\": 4665.0, \"total_sessions\": 6, \"mean_week_duration\": 23.325}, \"36422\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-05-23 12:23:28.000000+00:00\", \"2022-04-05 20:28:26.000000+00:00\"], \"session_ids\": [\"d0d29abd-e646-4c39-ab08-bcb5b89287fd\", \"e1d94242-f963-431e-bfa9-67e5b84f35bf\"], \"total_duration\": 454.0, \"total_sessions\": 2, \"mean_week_duration\": 9.87}, \"6955\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-02-24 00:14:24.000000+00:00\", \"2019-11-15 03:21:37.000000+00:00\"], \"session_ids\": [\"13eae07a-66ae-4e24-980d-a8057eaeded3\", \"e84d0c47-8d73-4565-beb2-3f6e3d3e2f72\"], \"total_duration\": 119.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are greater than 593 and are equal or less than 3036"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[593, 3036]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"32088\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-04-03 08:04:50.000000+00:00\", \"2020-09-06 15:16:30.000000+00:00\", \"2023-02-09 12:02:59.000000+00:00\"], \"session_ids\": [\"8b5a6658-0b4a-4079-a1a8-844ba5c94e69\", \"fcc88254-bef5-4468-bbe7-259413b2f0d2\", \"0d444229-2413-46e7-8ccf-75931e7c2807\"], \"total_duration\": 790.0, \"total_sessions\": 3, \"mean_week_duration\": 5.302}, \"55848\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-03-03 14:27:57.000000+00:00\", \"2023-01-31 20:03:41.000000+00:00\", \"2020-08-25 02:50:13.000000+00:00\", \"2023-04-02 00:37:17.000000+00:00\", \"2019-03-04 03:26:50.000000+00:00\", \"2019-02-05 01:33:49.000000+00:00\", \"2021-08-22 03:58:21.000000+00:00\", \"2021-01-23 21:41:22.000000+00:00\"], \"session_ids\": [\"c539ccdd-a075-4253-8592-57904d886b52\", \"ab217fe8-110b-4913-b02d-95123514f69f\", \"d05d12c9-db82-4792-a423-54b89ef014f1\", \"229ba505-ce19-42ed-b02b-734b3a36f080\", \"1a57ea05-730a-4d8f-9095-e12d29bcb7cd\", \"b84dddf1-6144-4d18-80f6-2650cfcaff4e\", \"97baf616-2757-457a-bb97-2030655a366f\", \"cb1b0dd9-6186-4818-9180-1373350e33c3\"], \"total_duration\": 1646.0, \"total_sessions\": 8, \"mean_week_duration\": 7.585}, \"37645\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-08-28 01:19:53.000000+00:00\", \"2021-02-15 07:34:39.000000+00:00\", \"2023-06-06 12:44:15.000000+00:00\", \"2023-06-30 14:21:21.000000+00:00\", \"2019-07-10 18:00:00.000000+00:00\", \"2022-11-10 20:58:31.000000+00:00\", \"2019-02-10 21:07:19.000000+00:00\", \"2020-12-19 14:16:41.000000+00:00\", \"2022-10-14 07:43:04.000000+00:00\"], \"session_ids\": [\"5d40c7f7-09bd-44ae-952d-f091bf55d14a\", \"71d809fc-d465-435e-9fe3-d3ec495cb843\", \"88fa3b3a-7eea-4e7d-8e40-1d9ed0ec4cb6\", \"270c5ff4-6ac9-431f-9a38-7f691acdf01f\", \"ae4e6f61-9351-45a8-b33a-36628a8d5818\", \"02a671a1-4756-42a7-b9d2-be8cd9f7020c\", \"089efdd5-8668-43e2-bda5-04810ef27d62\", \"5487b952-6c4e-4532-b81a-633e219bc22d\", \"54431257-55d5-4839-a055-466844d70dc4\"], \"total_duration\": 1067.0, \"total_sessions\": 9, \"mean_week_duration\": 4.659}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"55848\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-03-03 14:27:57.000000+00:00\", \"2023-01-31 20:03:41.000000+00:00\", \"2020-08-25 02:50:13.000000+00:00\", \"2023-04-02 00:37:17.000000+00:00\", \"2019-03-04 03:26:50.000000+00:00\", \"2019-02-05 01:33:49.000000+00:00\", \"2021-08-22 03:58:21.000000+00:00\", \"2021-01-23 21:41:22.000000+00:00\"], \"session_ids\": [\"c539ccdd-a075-4253-8592-57904d886b52\", \"ab217fe8-110b-4913-b02d-95123514f69f\", \"d05d12c9-db82-4792-a423-54b89ef014f1\", \"229ba505-ce19-42ed-b02b-734b3a36f080\", \"1a57ea05-730a-4d8f-9095-e12d29bcb7cd\", \"b84dddf1-6144-4d18-80f6-2650cfcaff4e\", \"97baf616-2757-457a-bb97-2030655a366f\", \"cb1b0dd9-6186-4818-9180-1373350e33c3\"], \"total_duration\": 1646.0, \"total_sessions\": 8, \"mean_week_duration\": 7.585}}, {\"32088\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-04-03 08:04:50.000000+00:00\", \"2020-09-06 15:16:30.000000+00:00\", \"2023-02-09 12:02:59.000000+00:00\"], \"session_ids\": [\"8b5a6658-0b4a-4079-a1a8-844ba5c94e69\", \"fcc88254-bef5-4468-bbe7-259413b2f0d2\", \"0d444229-2413-46e7-8ccf-75931e7c2807\"], \"total_duration\": 790.0, \"total_sessions\": 3, \"mean_week_duration\": 5.302}}, {\"37645\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-08-28 01:19:53.000000+00:00\", \"2021-02-15 07:34:39.000000+00:00\", \"2023-06-06 12:44:15.000000+00:00\", \"2023-06-30 14:21:21.000000+00:00\", \"2019-07-10 18:00:00.000000+00:00\", \"2022-11-10 20:58:31.000000+00:00\", \"2019-02-10 21:07:19.000000+00:00\", \"2020-12-19 14:16:41.000000+00:00\", \"2022-10-14 07:43:04.000000+00:00\"], \"session_ids\": [\"5d40c7f7-09bd-44ae-952d-f091bf55d14a\", \"71d809fc-d465-435e-9fe3-d3ec495cb843\", \"88fa3b3a-7eea-4e7d-8e40-1d9ed0ec4cb6\", \"270c5ff4-6ac9-431f-9a38-7f691acdf01f\", \"ae4e6f61-9351-45a8-b33a-36628a8d5818\", \"02a671a1-4756-42a7-b9d2-be8cd9f7020c\", \"089efdd5-8668-43e2-bda5-04810ef27d62\", \"5487b952-6c4e-4532-b81a-633e219bc22d\", \"54431257-55d5-4839-a055-466844d70dc4\"], \"total_duration\": 1067.0, \"total_sessions\": 9, \"mean_week_duration\": 4.659}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 1 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"55848\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-03-03 14:27:57.000000+00:00\", \"2023-01-31 20:03:41.000000+00:00\", \"2020-08-25 02:50:13.000000+00:00\", \"2023-04-02 00:37:17.000000+00:00\", \"2019-03-04 03:26:50.000000+00:00\", \"2019-02-05 01:33:49.000000+00:00\", \"2021-08-22 03:58:21.000000+00:00\", \"2021-01-23 21:41:22.000000+00:00\"], \"session_ids\": [\"c539ccdd-a075-4253-8592-57904d886b52\", \"ab217fe8-110b-4913-b02d-95123514f69f\", \"d05d12c9-db82-4792-a423-54b89ef014f1\", \"229ba505-ce19-42ed-b02b-734b3a36f080\", \"1a57ea05-730a-4d8f-9095-e12d29bcb7cd\", \"b84dddf1-6144-4d18-80f6-2650cfcaff4e\", \"97baf616-2757-457a-bb97-2030655a366f\", \"cb1b0dd9-6186-4818-9180-1373350e33c3\"], \"total_duration\": 1646.0, \"total_sessions\": 8, \"mean_week_duration\": 7.585}}]\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[{\"55848\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-03-03 14:27:57.000000+00:00\", \"2023-01-31 20:03:41.000000+00:00\", \"2020-08-25 02:50:13.000000+00:00\", \"2023-04-02 00:37:17.000000+00:00\", \"2019-03-04 03:26:50.000000+00:00\", \"2019-02-05 01:33:49.000000+00:00\", \"2021-08-22 03:58:21.000000+00:00\", \"2021-01-23 21:41:22.000000+00:00\"], \"session_ids\": [\"c539ccdd-a075-4253-8592-57904d886b52\", \"ab217fe8-110b-4913-b02d-95123514f69f\", \"d05d12c9-db82-4792-a423-54b89ef014f1\", \"229ba505-ce19-42ed-b02b-734b3a36f080\", \"1a57ea05-730a-4d8f-9095-e12d29bcb7cd\", \"b84dddf1-6144-4d18-80f6-2650cfcaff4e\", \"97baf616-2757-457a-bb97-2030655a366f\", \"cb1b0dd9-6186-4818-9180-1373350e33c3\"], \"total_duration\": 1646.0, \"total_sessions\": 8, \"mean_week_duration\": 7.585}}]\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 users who are at the peak of user rankings based on aver of time using the app per week , and carry out sorting by total time using the app from the largest to the smallest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"87562\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-30 04:59:02.000000+00:00\", \"2021-01-09 17:00:45.000000+00:00\", \"2020-02-23 22:02:29.000000+00:00\"], \"session_ids\": [\"499cda59-5d5c-4645-9389-b13a6ce718d6\", \"4d046b16-fbbd-4176-9f7b-5393ebf65172\", \"1e30e709-d706-43f4-8c05-c9c379f4b9b1\"], \"total_duration\": 184.0, \"total_sessions\": 3, \"mean_week_duration\": 1.822}, \"16503\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-08 23:18:44.000000+00:00\", \"2020-03-19 22:18:46.000000+00:00\", \"2022-04-14 21:21:36.000000+00:00\"], \"session_ids\": [\"79f0c27a-0c75-4ad5-9dca-c7e96456ec01\", \"c496dcd9-9638-423f-9880-74792a8118e0\", \"94402cd1-046c-4a49-8a92-26b132cff00d\"], \"total_duration\": 734.0, \"total_sessions\": 3, \"mean_week_duration\": 4.993}, \"56460\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-06-12 04:40:42.000000+00:00\", \"2022-10-15 12:15:01.000000+00:00\"], \"session_ids\": [\"89b632e0-168c-4e35-a615-c038ba940afc\", \"8b9ab9dd-3eb3-471a-bfc3-c67c068c12d8\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 1.014}, \"45347\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-05-05 11:08:58.000000+00:00\", \"2020-01-24 13:04:19.000000+00:00\"], \"session_ids\": [\"b7264dda-8f84-4e13-8ae9-a28e3a7e3647\", \"cd562525-bc54-4c84-9094-5483490c5b7e\"], \"total_duration\": 311.0, \"total_sessions\": 2, \"mean_week_duration\": 4.642}, \"13342\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-02-16 22:26:09.000000+00:00\", \"2019-05-15 20:09:49.000000+00:00\"], \"session_ids\": [\"b7105179-9cb4-4ab1-b5bd-60e4211699dd\", \"51fb5ba4-9d45-4b33-afea-6c995ca47ce1\"], \"total_duration\": 357.0, \"total_sessions\": 2, \"mean_week_duration\": 27.462}, \"11952\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-06-14 06:09:33.000000+00:00\", \"2022-03-20 03:44:05.000000+00:00\"], \"session_ids\": [\"ca19859d-a867-49b5-8277-08cc14aa74c5\", \"653985b0-7468-47d0-9522-fd77e37b5fb9\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 1.109}, \"85755\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-11-20 08:14:16.000000+00:00\", \"2022-10-30 13:28:12.000000+00:00\", \"2019-04-22 19:37:42.000000+00:00\", \"2019-07-20 20:54:59.000000+00:00\"], \"session_ids\": [\"01c50172-5dab-4836-bcf4-f8242ed6f9bc\", \"2a0dcf46-b739-4d10-b022-dd05395a62b8\", \"683cbadd-0286-4673-922d-75308581c28b\", \"0b093d5e-7546-4f11-9414-2911d1d8e8b9\"], \"total_duration\": 457.0, \"total_sessions\": 4, \"mean_week_duration\": 2.484}, \"46490\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-15 16:47:19.000000+00:00\", \"2023-01-10 13:50:26.000000+00:00\", \"2020-11-26 15:37:50.000000+00:00\", \"2023-03-19 16:48:23.000000+00:00\", \"2019-07-04 06:11:38.000000+00:00\"], \"session_ids\": [\"9040b440-70f0-4c82-b6f9-a10a944807ce\", \"819e719f-ae21-4f0d-bdf3-e46d2b98e793\", \"1503f477-307f-4d49-9882-609ccc175219\", \"3c111869-e0b3-4756-b5dc-c40ba7574c53\", \"75a44cda-25e9-45ee-aa50-e533703a261b\"], \"total_duration\": 1917.0, \"total_sessions\": 5, \"mean_week_duration\": 9.881}, \"76616\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-09-10 19:31:48.000000+00:00\", \"2021-02-08 06:19:30.000000+00:00\"], \"session_ids\": [\"a8be187a-4770-4a36-883f-48569cc1b811\", \"35da0464-4533-4666-858a-ab30ee65075b\"], \"total_duration\": 262.0, \"total_sessions\": 2, \"mean_week_duration\": 3.541}, \"84044\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-07-14 23:43:10.000000+00:00\", \"2023-01-22 07:14:43.000000+00:00\"], \"session_ids\": [\"2173fdf0-1351-4018-beae-45f296ae684f\", \"3367a9c6-394f-482f-9102-02493d706a8e\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.55}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the highest mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": true, \"quant_to_remain\": -1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"13342\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-02-16 22:26:09.000000+00:00\", \"2019-05-15 20:09:49.000000+00:00\"], \"session_ids\": [\"b7105179-9cb4-4ab1-b5bd-60e4211699dd\", \"51fb5ba4-9d45-4b33-afea-6c995ca47ce1\"], \"total_duration\": 357.0, \"total_sessions\": 2, \"mean_week_duration\": 27.462}}, {\"46490\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-15 16:47:19.000000+00:00\", \"2023-01-10 13:50:26.000000+00:00\", \"2020-11-26 15:37:50.000000+00:00\", \"2023-03-19 16:48:23.000000+00:00\", \"2019-07-04 06:11:38.000000+00:00\"], \"session_ids\": [\"9040b440-70f0-4c82-b6f9-a10a944807ce\", \"819e719f-ae21-4f0d-bdf3-e46d2b98e793\", \"1503f477-307f-4d49-9882-609ccc175219\", \"3c111869-e0b3-4756-b5dc-c40ba7574c53\", \"75a44cda-25e9-45ee-aa50-e533703a261b\"], \"total_duration\": 1917.0, \"total_sessions\": 5, \"mean_week_duration\": 9.881}}, {\"16503\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-08 23:18:44.000000+00:00\", \"2020-03-19 22:18:46.000000+00:00\", \"2022-04-14 21:21:36.000000+00:00\"], \"session_ids\": [\"79f0c27a-0c75-4ad5-9dca-c7e96456ec01\", \"c496dcd9-9638-423f-9880-74792a8118e0\", \"94402cd1-046c-4a49-8a92-26b132cff00d\"], \"total_duration\": 734.0, \"total_sessions\": 3, \"mean_week_duration\": 4.993}}]\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[{\"46490\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-15 16:47:19.000000+00:00\", \"2023-01-10 13:50:26.000000+00:00\", \"2020-11-26 15:37:50.000000+00:00\", \"2023-03-19 16:48:23.000000+00:00\", \"2019-07-04 06:11:38.000000+00:00\"], \"session_ids\": [\"9040b440-70f0-4c82-b6f9-a10a944807ce\", \"819e719f-ae21-4f0d-bdf3-e46d2b98e793\", \"1503f477-307f-4d49-9882-609ccc175219\", \"3c111869-e0b3-4756-b5dc-c40ba7574c53\", \"75a44cda-25e9-45ee-aa50-e533703a261b\"], \"total_duration\": 1917.0, \"total_sessions\": 5, \"mean_week_duration\": 9.881}}, {\"16503\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-08 23:18:44.000000+00:00\", \"2020-03-19 22:18:46.000000+00:00\", \"2022-04-14 21:21:36.000000+00:00\"], \"session_ids\": [\"79f0c27a-0c75-4ad5-9dca-c7e96456ec01\", \"c496dcd9-9638-423f-9880-74792a8118e0\", \"94402cd1-046c-4a49-8a92-26b132cff00d\"], \"total_duration\": 734.0, \"total_sessions\": 3, \"mean_week_duration\": 4.993}}, {\"13342\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-02-16 22:26:09.000000+00:00\", \"2019-05-15 20:09:49.000000+00:00\"], \"session_ids\": [\"b7105179-9cb4-4ab1-b5bd-60e4211699dd\", \"51fb5ba4-9d45-4b33-afea-6c995ca47ce1\"], \"total_duration\": 357.0, \"total_sessions\": 2, \"mean_week_duration\": 27.462}}]\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[{\"46490\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-15 16:47:19.000000+00:00\", \"2023-01-10 13:50:26.000000+00:00\", \"2020-11-26 15:37:50.000000+00:00\", \"2023-03-19 16:48:23.000000+00:00\", \"2019-07-04 06:11:38.000000+00:00\"], \"session_ids\": [\"9040b440-70f0-4c82-b6f9-a10a944807ce\", \"819e719f-ae21-4f0d-bdf3-e46d2b98e793\", \"1503f477-307f-4d49-9882-609ccc175219\", \"3c111869-e0b3-4756-b5dc-c40ba7574c53\", \"75a44cda-25e9-45ee-aa50-e533703a261b\"], \"total_duration\": 1917.0, \"total_sessions\": 5, \"mean_week_duration\": 9.881}}, {\"16503\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-08 23:18:44.000000+00:00\", \"2020-03-19 22:18:46.000000+00:00\", \"2022-04-14 21:21:36.000000+00:00\"], \"session_ids\": [\"79f0c27a-0c75-4ad5-9dca-c7e96456ec01\", \"c496dcd9-9638-423f-9880-74792a8118e0\", \"94402cd1-046c-4a49-8a92-26b132cff00d\"], \"total_duration\": 734.0, \"total_sessions\": 3, \"mean_week_duration\": 4.993}}, {\"13342\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-02-16 22:26:09.000000+00:00\", \"2019-05-15 20:09:49.000000+00:00\"], \"session_ids\": [\"b7105179-9cb4-4ab1-b5bd-60e4211699dd\", \"51fb5ba4-9d45-4b33-afea-6c995ca47ce1\"], \"total_duration\": 357.0, \"total_sessions\": 2, \"mean_week_duration\": 27.462}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please provide insights on user whose cities are Budapest, Tegucigalpa, Lima , and sort by duration total from the largest to the smallest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"52674\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-12-09 09:40:41.000000+00:00\", \"2020-07-19 16:05:27.000000+00:00\", \"2023-05-27 05:40:44.000000+00:00\"], \"session_ids\": [\"f7e839f0-1cdd-4840-a214-7a60a4c5b1f4\", \"afbd6836-0f90-4a17-897f-01c258ec5241\", \"5350d6a2-89a5-43b9-8345-c92001b3368c\"], \"total_duration\": 135.0, \"total_sessions\": 3, \"mean_week_duration\": 0.906}, \"74592\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-01-30 04:18:09.000000+00:00\", \"2021-02-15 07:29:25.000000+00:00\", \"2019-02-07 08:27:49.000000+00:00\"], \"session_ids\": [\"de5e045f-f590-4e47-b9a2-70df4936d73a\", \"2938694f-b25f-4df1-b1bb-2ef3c5182a19\", \"ee07bb66-18b2-4734-a91b-22479857d772\"], \"total_duration\": 915.0, \"total_sessions\": 3, \"mean_week_duration\": 5.865}, \"51965\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-05-16 22:57:21.000000+00:00\", \"2020-10-05 00:52:48.000000+00:00\"], \"session_ids\": [\"d9d9d0f8-03c2-44bf-84eb-15c7f15f26cb\", \"dd5854ee-c428-4fed-acbc-7c7419e52c20\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.595}, \"74015\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-01-19 18:50:27.000000+00:00\", \"2022-04-08 13:21:29.000000+00:00\"], \"session_ids\": [\"500f659b-829a-4d30-ae37-3c58fcbad858\", \"71e5eb8d-5b31-4a02-953b-373e4fb69ce6\"], \"total_duration\": 404.0, \"total_sessions\": 2, \"mean_week_duration\": 9.854}, \"4863\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-18 06:58:52.000000+00:00\", \"2022-03-10 10:25:29.000000+00:00\", \"2020-05-04 22:24:35.000000+00:00\"], \"session_ids\": [\"17029791-023e-451e-8e50-4c68fc844efe\", \"bb658b5c-16c2-45f9-a0aa-5a8c8ae783c2\", \"a4506468-a5ae-402c-b5cb-176f41b9b9e7\"], \"total_duration\": 283.0, \"total_sessions\": 3, \"mean_week_duration\": 2.051}, \"62438\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-02-17 03:17:57.000000+00:00\", \"2021-01-16 20:32:21.000000+00:00\", \"2019-07-26 07:48:04.000000+00:00\", \"2020-05-24 00:57:49.000000+00:00\", \"2020-11-30 08:05:04.000000+00:00\", \"2023-04-21 06:01:09.000000+00:00\", \"2022-11-07 10:31:24.000000+00:00\"], \"session_ids\": [\"c9b68964-e8d9-48a8-bd6b-ecb10e65a79f\", \"3b6c27f8-e180-4653-8413-6c8436a18ec2\", \"7118778d-2c73-439c-a75b-f4ba061361aa\", \"32a150dc-64d7-41a7-9ad9-f56790b17123\", \"3c471c8a-2cd4-4e45-91f4-9a3c4068ece2\", \"cd8eae1e-2acd-4b71-be38-5577f934b6c5\", \"667d8873-dc18-4afe-8a98-ba52ebe4b682\"], \"total_duration\": 159.0, \"total_sessions\": 7, \"mean_week_duration\": 0.815}, \"14332\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-08-12 00:05:22.000000+00:00\", \"2020-08-04 02:47:15.000000+00:00\", \"2023-02-17 20:43:57.000000+00:00\", \"2022-03-13 14:40:22.000000+00:00\", \"2020-03-28 17:18:42.000000+00:00\"], \"session_ids\": [\"3e9cdfc9-8f74-4987-b652-e1ac17e2ae25\", \"bc5faa14-790e-4ad5-afb9-283507538ed1\", \"79a65e48-509c-44de-b218-2f670173f046\", \"476ae135-a65f-4b1a-b88c-128c5ee1ae6c\", \"a169ad7e-1644-4c04-8473-8d5a0e8ec160\"], \"total_duration\": 55.0, \"total_sessions\": 5, \"mean_week_duration\": 0.364}, \"20996\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-08-12 17:59:12.000000+00:00\", \"2023-04-08 07:01:03.000000+00:00\", \"2021-05-11 07:54:54.000000+00:00\", \"2020-07-05 21:44:04.000000+00:00\"], \"session_ids\": [\"73467d38-b14e-4424-bcb1-fa2994017ec1\", \"f3db6134-315d-447b-9051-eb9f2ec65a60\", \"83834e43-883b-4f28-a432-25e73ba1f7d3\", \"9999da43-3eb0-4479-8b1a-d309e05883b6\"], \"total_duration\": 1920.0, \"total_sessions\": 4, \"mean_week_duration\": 13.333}, \"64260\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-07-04 23:50:52.000000+00:00\", \"2019-05-31 03:14:53.000000+00:00\"], \"session_ids\": [\"453c742e-83d9-40a8-8fa1-eb4eb75ae23a\", \"d43c0d8b-0d1b-4b19-8c4d-29d3ec8457f1\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 1.448}, \"63142\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-12-20 23:42:17.000000+00:00\", \"2023-06-08 00:43:36.000000+00:00\", \"2020-04-02 15:50:55.000000+00:00\", \"2021-04-07 02:12:39.000000+00:00\", \"2021-07-03 23:45:17.000000+00:00\"], \"session_ids\": [\"0d35db6f-fcd6-4ab9-9117-25395d50aaca\", \"a60f1eaa-a763-4255-a7af-c6af551d3d6c\", \"02847911-4085-4e37-8190-5d4cbfa0d803\", \"ed90fe1a-55bf-48e8-9b0b-87795382e714\", \"6a43bbbc-727e-4d05-85a5-546c166fd8ac\"], \"total_duration\": 806.0, \"total_sessions\": 5, \"mean_week_duration\": 4.855}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Budapest, Tegucigalpa, Lima"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Budapest\", \"Tegucigalpa\", \"Lima\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me an information about 3 users whose time using the app per week is less than 39 and strictly greater than 4 plus do sorting by site usage time per week in asc order plus get rid of all records, except 2."
}
] |
[
{
"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{\"81556\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 4}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-03-08 20:19:27.000000+00:00\", \"2022-09-28 23:26:50.000000+00:00\"], \"session_ids\": [\"cd9ceb6e-bf6b-4d06-b9c3-512b1f674546\", \"95b9bf4f-e139-4d7a-82c6-a574e2ffb8ae\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 2.739}, \"95202\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-10-12 03:37:01.000000+00:00\", \"2022-08-17 22:35:49.000000+00:00\"], \"session_ids\": [\"98a03f45-fbde-4f66-ad8b-b5648241d147\", \"670a3857-dae0-45d3-930a-999414356251\"], \"total_duration\": 412.0, \"total_sessions\": 2, \"mean_week_duration\": 51.5}, \"44863\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-07-03 04:59:24.000000+00:00\", \"2022-10-26 20:52:16.000000+00:00\"], \"session_ids\": [\"b5d73816-3883-4d41-b58a-3be50ef38fb8\", \"827dc7e0-e017-4ef4-90df-6679bceba8cd\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.405}, \"19863\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-03-20 06:29:11.000000+00:00\", \"2019-01-13 05:14:26.000000+00:00\"], \"session_ids\": [\"a542e474-3ef4-475b-99ff-6bd4307b24d3\", \"83be1382-df65-45bb-b634-575fc68579c4\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 1.468}, \"98988\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Cairo\", \"datetimes\": [\"2022-05-17 16:21:58.000000+00:00\", \"2019-09-25 20:53:02.000000+00:00\"], \"session_ids\": [\"ed6f6ea3-cd76-4426-84e4-844f6c82fd57\", \"438e489e-13d5-41e2-ad55-6f79180d1550\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 1.949}, \"61366\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-24 16:24:51.000000+00:00\", \"2022-08-29 09:21:36.000000+00:00\", \"2020-09-21 09:18:45.000000+00:00\", \"2022-05-11 03:06:19.000000+00:00\", \"2019-05-19 14:08:49.000000+00:00\"], \"session_ids\": [\"1937f78f-d9c9-46d1-bdd4-0b88dbfc9783\", \"eedf2abf-0878-4284-8af6-2de125847dc8\", \"3f032d5a-ddea-4e49-aeba-f9e4453eb7eb\", \"0be7a796-16ad-433f-a35c-00484ef6c1d5\", \"f2859379-23eb-4d44-bf12-640d73a27f15\"], \"total_duration\": 2035.0, \"total_sessions\": 5, \"mean_week_duration\": 9.879}, \"57737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2023-04-27 23:51:17.000000+00:00\", \"2019-07-02 12:39:03.000000+00:00\", \"2020-06-12 19:19:08.000000+00:00\"], \"session_ids\": [\"2e6c0057-6764-403c-8fff-c20ba0da8ff5\", \"9cca0c7c-01ea-4281-82a6-84c395839a76\", \"13a8ae3a-3564-468d-a41c-90a1cf99c4bd\"], \"total_duration\": 745.0, \"total_sessions\": 3, \"mean_week_duration\": 3.725}, \"74343\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-11-24 17:30:04.000000+00:00\", \"2019-08-10 19:01:24.000000+00:00\"], \"session_ids\": [\"c8fa8ed5-3d77-4fe2-b531-039c8f7476d4\", \"8c5f782e-3726-4108-b770-4b0c7ee9ef3b\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 1.775}, \"9584\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-09-14 14:45:14.000000+00:00\", \"2019-11-16 05:42:54.000000+00:00\"], \"session_ids\": [\"23411e31-8992-47e3-9227-427980caca51\", \"0f024346-4da7-41ab-9d53-e7e024c732e3\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 0.412}, \"67135\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-10-21 11:39:01.000000+00:00\", \"2022-09-08 06:18:09.000000+00:00\", \"2021-11-08 15:29:16.000000+00:00\"], \"session_ids\": [\"ce7bfaee-03ee-423c-97db-580900c09afa\", \"96a34ccf-fee5-4c4c-a8e9-ca492473e9c6\", \"93c5aee0-5c27-4db1-bc62-d41422352e4c\"], \"total_duration\": 106.0, \"total_sessions\": 3, \"mean_week_duration\": 2.304}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are greater than 4 and are equal or less than 39"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[4, 39]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"61366\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-24 16:24:51.000000+00:00\", \"2022-08-29 09:21:36.000000+00:00\", \"2020-09-21 09:18:45.000000+00:00\", \"2022-05-11 03:06:19.000000+00:00\", \"2019-05-19 14:08:49.000000+00:00\"], \"session_ids\": [\"1937f78f-d9c9-46d1-bdd4-0b88dbfc9783\", \"eedf2abf-0878-4284-8af6-2de125847dc8\", \"3f032d5a-ddea-4e49-aeba-f9e4453eb7eb\", \"0be7a796-16ad-433f-a35c-00484ef6c1d5\", \"f2859379-23eb-4d44-bf12-640d73a27f15\"], \"total_duration\": 2035.0, \"total_sessions\": 5, \"mean_week_duration\": 9.879}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"61366\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-24 16:24:51.000000+00:00\", \"2022-08-29 09:21:36.000000+00:00\", \"2020-09-21 09:18:45.000000+00:00\", \"2022-05-11 03:06:19.000000+00:00\", \"2019-05-19 14:08:49.000000+00:00\"], \"session_ids\": [\"1937f78f-d9c9-46d1-bdd4-0b88dbfc9783\", \"eedf2abf-0878-4284-8af6-2de125847dc8\", \"3f032d5a-ddea-4e49-aeba-f9e4453eb7eb\", \"0be7a796-16ad-433f-a35c-00484ef6c1d5\", \"f2859379-23eb-4d44-bf12-640d73a27f15\"], \"total_duration\": 2035.0, \"total_sessions\": 5, \"mean_week_duration\": 9.879}}]\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[{\"61366\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-24 16:24:51.000000+00:00\", \"2022-08-29 09:21:36.000000+00:00\", \"2020-09-21 09:18:45.000000+00:00\", \"2022-05-11 03:06:19.000000+00:00\", \"2019-05-19 14:08:49.000000+00:00\"], \"session_ids\": [\"1937f78f-d9c9-46d1-bdd4-0b88dbfc9783\", \"eedf2abf-0878-4284-8af6-2de125847dc8\", \"3f032d5a-ddea-4e49-aeba-f9e4453eb7eb\", \"0be7a796-16ad-433f-a35c-00484ef6c1d5\", \"f2859379-23eb-4d44-bf12-640d73a27f15\"], \"total_duration\": 2035.0, \"total_sessions\": 5, \"mean_week_duration\": 9.879}}]\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[{\"61366\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-24 16:24:51.000000+00:00\", \"2022-08-29 09:21:36.000000+00:00\", \"2020-09-21 09:18:45.000000+00:00\", \"2022-05-11 03:06:19.000000+00:00\", \"2019-05-19 14:08:49.000000+00:00\"], \"session_ids\": [\"1937f78f-d9c9-46d1-bdd4-0b88dbfc9783\", \"eedf2abf-0878-4284-8af6-2de125847dc8\", \"3f032d5a-ddea-4e49-aeba-f9e4453eb7eb\", \"0be7a796-16ad-433f-a35c-00484ef6c1d5\", \"f2859379-23eb-4d44-bf12-640d73a27f15\"], \"total_duration\": 2035.0, \"total_sessions\": 5, \"mean_week_duration\": 9.879}}]\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 whose total_duration is less than 4474 and greater than 2201 and in addition do sorting by mean_week_duration from the smallest value to the largest value and in addition remain only 2 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"52837\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-16 22:23:33.000000+00:00\", \"2020-09-07 22:21:40.000000+00:00\"], \"session_ids\": [\"4015c344-8209-4a11-84e9-74f64f09b54c\", \"d42ccf1e-64b8-43ab-8e74-d201ad9a173b\"], \"total_duration\": 382.0, \"total_sessions\": 2, \"mean_week_duration\": 4.548}, \"59277\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-01-22 14:58:44.000000+00:00\", \"2019-10-13 04:36:59.000000+00:00\", \"2019-05-28 08:38:48.000000+00:00\"], \"session_ids\": [\"171f4eb0-34a9-4c58-97c3-9519c390bedc\", \"65f4f2cb-2942-41bb-bbea-aaebb9b79aa3\", \"ece19dcd-5020-4e95-b861-27bf8f8be4cc\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.298}, \"97667\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-05-27 13:12:50.000000+00:00\", \"2020-12-16 17:59:13.000000+00:00\", \"2022-09-21 12:45:59.000000+00:00\"], \"session_ids\": [\"aeeb0d18-ea2e-4840-bfa6-cc339fd8f706\", \"9f1f7099-c01b-4304-b8f6-76d492a65ede\", \"7fa3085c-79dd-48d1-ac2f-5d01f8f0b52a\"], \"total_duration\": 743.0, \"total_sessions\": 3, \"mean_week_duration\": 6.14}, \"59070\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-03-26 12:37:41.000000+00:00\", \"2022-07-14 09:35:05.000000+00:00\"], \"session_ids\": [\"764afebc-210c-4967-ab95-654a5f526330\", \"2638bf54-a9bb-432f-bd38-e0206dfeb40c\"], \"total_duration\": 356.0, \"total_sessions\": 2, \"mean_week_duration\": 5.235}, \"49575\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-01-06 06:01:45.000000+00:00\", \"2022-08-31 20:18:04.000000+00:00\", \"2019-11-03 17:13:08.000000+00:00\"], \"session_ids\": [\"10d5ae5c-eef7-48f8-8946-75cd30ebd8c0\", \"a589d198-0b2f-4d78-b8d8-152cd064aa07\", \"b345d0f2-253d-4e22-b3ec-5a46dc0c03e2\"], \"total_duration\": 189.0, \"total_sessions\": 3, \"mean_week_duration\": 1.277}, \"99997\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-12-13 20:01:38.000000+00:00\", \"2019-01-15 01:06:16.000000+00:00\", \"2020-09-03 16:44:22.000000+00:00\"], \"session_ids\": [\"40af01a3-f36b-4b4b-af21-22dba118ea02\", \"a1dbfefb-e651-45aa-9733-d4d0e6c11123\", \"71680208-a9aa-45f7-8fd7-5a4ce189d0c4\"], \"total_duration\": 220.0, \"total_sessions\": 3, \"mean_week_duration\": 2.2}, \"59421\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-12-24 18:15:38.000000+00:00\", \"2020-07-30 00:18:23.000000+00:00\"], \"session_ids\": [\"162d4f0e-0742-4ef1-8600-a73b0317ecc3\", \"23df0525-2292-4669-9258-eef38c5da605\"], \"total_duration\": 459.0, \"total_sessions\": 2, \"mean_week_duration\": 14.344}, \"26280\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-05 13:29:30.000000+00:00\", \"2022-08-07 22:50:27.000000+00:00\", \"2019-05-20 19:36:58.000000+00:00\", \"2022-05-14 08:32:15.000000+00:00\", \"2023-02-06 06:06:13.000000+00:00\", \"2023-05-21 09:33:30.000000+00:00\"], \"session_ids\": [\"d38b7f45-02c3-40cb-a50c-789049905822\", \"383d54a3-0b38-49ae-a28e-3652a4813798\", \"200e5567-8468-41a6-9f7f-ec17f4a85a1a\", \"4748f0ee-8179-4ae1-8995-5429efa46da0\", \"912c22ee-df77-43a6-b330-efedb8007497\", \"30dc0fc7-4d09-48a3-be53-0c6349d57f0a\"], \"total_duration\": 1277.0, \"total_sessions\": 6, \"mean_week_duration\": 6.11}, \"98688\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-10-31 14:08:32.000000+00:00\", \"2019-11-22 22:34:38.000000+00:00\"], \"session_ids\": [\"d153399c-e78c-4f07-9669-e5659a7cd504\", \"1c0ca16a-d879-4a60-9a94-876062c6430e\"], \"total_duration\": 335.0, \"total_sessions\": 2, \"mean_week_duration\": 83.75}, \"67065\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-10-21 01:59:58.000000+00:00\", \"2019-04-25 06:34:47.000000+00:00\", \"2023-03-11 19:01:40.000000+00:00\"], \"session_ids\": [\"d46effc5-1028-4f6b-a029-a9038cf070a0\", \"46bad536-249b-406a-83fe-f42e7ce4f8e5\", \"4a2e08d7-cd64-4b6f-8e5c-e690cab946ca\"], \"total_duration\": 763.0, \"total_sessions\": 3, \"mean_week_duration\": 3.759}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or greater than 2201 and are equal or less than 4474"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[2201, 4474]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the 2 users who are currently living in city Stockholm plus implement sorting by median of duration of sessions per week in descending , moreover provide me only with 2 pieces of information."
}
] |
[
{
"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{\"32785\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-12-04 13:49:36.000000+00:00\", \"2021-08-03 09:36:33.000000+00:00\"], \"session_ids\": [\"400a3956-345b-436a-b632-c7c4f892106b\", \"b1078c43-0d55-4939-a735-7b06b521521e\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 1.389}, \"58727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-03-25 23:34:54.000000+00:00\", \"2020-04-20 01:21:03.000000+00:00\", \"2021-09-14 08:05:50.000000+00:00\", \"2021-03-24 23:25:54.000000+00:00\", \"2023-03-14 03:23:03.000000+00:00\"], \"session_ids\": [\"eb98d295-2ada-42ca-a817-f1b76b061b59\", \"7554971a-bee6-41b8-8558-010796e9cb03\", \"98b585cc-f9a6-46b5-8e9e-a8fd460002ef\", \"8489dee0-a7f0-4658-8b58-c63c2bde46bc\", \"b4ad985e-9750-431a-bd91-c20510427943\"], \"total_duration\": 40.0, \"total_sessions\": 5, \"mean_week_duration\": 0.263}, \"6429\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-07-16 11:07:51.000000+00:00\", \"2020-05-22 22:31:24.000000+00:00\", \"2021-08-16 23:59:13.000000+00:00\", \"2020-07-18 11:16:38.000000+00:00\", \"2022-02-16 23:40:21.000000+00:00\", \"2020-11-11 21:30:13.000000+00:00\"], \"session_ids\": [\"e35e8d48-4a63-4cf8-9503-d4a0b9a0757b\", \"6c6ed665-e820-4acb-b35d-b7bd42333372\", \"7960569f-2ef5-4d26-8260-cc2d184073c9\", \"af924740-947c-47f5-990e-995095402d77\", \"dcf478ec-0735-4a2e-bd20-2b2d64731c51\", \"98b7f962-dcc3-4811-ab09-5b07c38ffd1a\"], \"total_duration\": 150.0, \"total_sessions\": 6, \"mean_week_duration\": 1.648}, \"85241\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-08-06 17:03:56.000000+00:00\", \"2020-07-29 18:32:54.000000+00:00\"], \"session_ids\": [\"912d2bf9-eca3-4b64-8c2a-81552f60f7ec\", \"ba718c07-0abc-40e4-a304-3bb781b8e4c4\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.179}, \"56902\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-11-27 08:53:22.000000+00:00\", \"2022-07-14 09:22:31.000000+00:00\"], \"session_ids\": [\"7ea57402-a233-4182-bf52-e9e5ac1f1ee1\", \"782a7e0d-82c6-4fe2-bdfb-11ffdc06663b\"], \"total_duration\": 250.0, \"total_sessions\": 2, \"mean_week_duration\": 1.812}, \"59950\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-07-25 11:39:30.000000+00:00\", \"2019-04-20 03:08:23.000000+00:00\"], \"session_ids\": [\"cefe8b0c-75ec-47d3-b30b-284d3111000a\", \"82605739-b490-454b-b962-cac1a544c628\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 1.212}, \"80008\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-06-22 23:46:36.000000+00:00\", \"2019-01-21 16:36:15.000000+00:00\", \"2020-07-06 11:19:26.000000+00:00\"], \"session_ids\": [\"3636a9fe-0be6-4484-9c98-7db552cbf20d\", \"ae445c95-b8a6-41d2-a010-bca7215b692e\", \"96924549-5bd1-41a4-9d82-912f351cb4d8\"], \"total_duration\": 881.0, \"total_sessions\": 3, \"mean_week_duration\": 6.937}, \"38548\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-02-11 11:14:27.000000+00:00\", \"2023-03-25 00:01:47.000000+00:00\", \"2022-08-08 23:22:47.000000+00:00\"], \"session_ids\": [\"be5102b7-9122-4ea7-a34f-3942894af187\", \"aaa9980b-43f1-46da-af95-9be0f3f0aad6\", \"43acae4f-0feb-428a-bb8a-e1d0d443c060\"], \"total_duration\": 931.0, \"total_sessions\": 3, \"mean_week_duration\": 28.212}, \"50302\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-03-19 21:03:23.000000+00:00\", \"2022-11-06 00:41:18.000000+00:00\", \"2021-08-13 16:49:12.000000+00:00\", \"2019-03-14 23:53:52.000000+00:00\", \"2020-11-30 20:20:08.000000+00:00\", \"2022-06-06 11:59:02.000000+00:00\", \"2021-05-28 13:08:07.000000+00:00\"], \"session_ids\": [\"cc14a315-e75f-4ca0-85f7-acd738c7d326\", \"45e3b2db-1f5f-4b20-b8dd-152eb6e5d91a\", \"8987a67c-ab57-4fba-903c-2c4fbcbe7fed\", \"2e4bd175-fbb9-4b7e-bfd6-e547fc5140c7\", \"766b618b-399b-4240-add9-74de8fd9ab14\", \"012860c6-ab85-4e4a-b480-e6bbb7ff5fbf\", \"960e15ff-6fa0-4413-99b2-62a28f2e8f05\"], \"total_duration\": 2897.0, \"total_sessions\": 7, \"mean_week_duration\": 15.168}, \"48621\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-07-30 20:09:13.000000+00:00\", \"2019-09-23 08:10:18.000000+00:00\", \"2019-03-19 03:44:21.000000+00:00\", \"2021-09-09 08:07:28.000000+00:00\", \"2022-06-12 18:18:59.000000+00:00\", \"2019-11-07 07:18:06.000000+00:00\", \"2022-05-29 10:35:33.000000+00:00\", \"2020-04-09 11:52:54.000000+00:00\", \"2021-09-25 08:28:03.000000+00:00\"], \"session_ids\": [\"6d695590-b116-480f-a09b-2bb2d1ae5104\", \"a50d8bb5-ba76-43de-86ac-496b8ecfe5fd\", \"7e3fb37b-dc57-4cbe-9dd4-7b1cd307cde4\", \"05d39081-11e7-4376-8b7f-d15b3f11aa01\", \"525ed7b3-709a-404a-98e2-15ad969d8222\", \"39fadd37-0a1b-4443-8fac-c094de0da986\", \"f7bfbdd9-f730-46a5-b0d8-23f761f977ed\", \"bdf358c3-75c2-4c5f-bd68-7b6e8d16acd1\", \"b35f74d4-ebf4-4463-a8ca-ce50e0dcb423\"], \"total_duration\": 1189.0, \"total_sessions\": 9, \"mean_week_duration\": 7.036}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is Stockholm"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Stockholm\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about 3 users with a site usage time that is lower than 603, exclusive 603 as well as execute sorting by number of sessions desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"69883\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-04-20 20:10:16.000000+00:00\", \"2020-06-07 07:48:29.000000+00:00\"], \"session_ids\": [\"f888da25-2421-499c-a63f-8d4d10af87f4\", \"0c838ce2-eda2-4f57-974d-6222a020f60c\"], \"total_duration\": 424.0, \"total_sessions\": 2, \"mean_week_duration\": 60.571}, \"76102\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-08-21 19:22:09.000000+00:00\", \"2022-06-09 08:54:56.000000+00:00\"], \"session_ids\": [\"f25552ac-c529-457e-a57b-e94ae5019e8e\", \"a312c0e9-c9bb-4ae2-b4af-7cb1b76c369a\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 1.281}, \"68481\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-26 16:19:38.000000+00:00\", \"2021-03-12 14:15:12.000000+00:00\"], \"session_ids\": [\"7a85f576-b7d8-4212-8cf2-16045dd25e1b\", \"485f4892-c0f2-4346-a3db-91d074f1c76a\"], \"total_duration\": 297.0, \"total_sessions\": 2, \"mean_week_duration\": 42.429}, \"46166\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-09-01 07:42:53.000000+00:00\", \"2019-10-11 05:09:05.000000+00:00\", \"2022-03-01 20:13:28.000000+00:00\", \"2023-02-08 07:56:10.000000+00:00\"], \"session_ids\": [\"8c491827-c26d-46f4-8d94-7ad67a565abd\", \"81854b83-f5fc-44a7-b5f7-b5b7046d8882\", \"87a92177-83b2-4b58-9181-b3c05aba921d\", \"e4f41eb2-ea4f-402e-bc21-c1c398b8d297\"], \"total_duration\": 81.0, \"total_sessions\": 4, \"mean_week_duration\": 0.466}, \"31796\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-05-14 02:09:31.000000+00:00\", \"2021-04-03 20:37:12.000000+00:00\", \"2022-08-27 14:26:14.000000+00:00\"], \"session_ids\": [\"d354aad4-affd-4b7f-982a-abe24ba9be50\", \"6a731650-9f8a-4b8c-bf35-79c03a8e9333\", \"ae32114c-dcb3-4f26-91ba-4ec379f3ae05\"], \"total_duration\": 97.0, \"total_sessions\": 3, \"mean_week_duration\": 1.329}, \"9010\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-04-01 19:22:09.000000+00:00\", \"2020-09-20 08:06:15.000000+00:00\", \"2022-02-02 18:44:21.000000+00:00\"], \"session_ids\": [\"5239c5db-6d98-4596-b754-7f96ba2d0b71\", \"24afba75-eed3-4ac9-8f89-25a2a3262854\", \"d37efd04-651d-427b-851a-0df8a5cdfeb4\"], \"total_duration\": 653.0, \"total_sessions\": 3, \"mean_week_duration\": 9.069}, \"60925\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-11-18 23:00:32.000000+00:00\", \"2022-09-20 09:40:41.000000+00:00\"], \"session_ids\": [\"6d8f1ec0-a35c-438b-b664-413f3e3a43f3\", \"ada0e20a-cad5-4e76-abf9-b9eb4b067895\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 2.219}, \"89220\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-07-18 14:18:29.000000+00:00\", \"2021-08-15 00:35:11.000000+00:00\"], \"session_ids\": [\"8d330913-81ed-4f43-a3f5-663af59d785f\", \"9f44f898-aa78-4a85-b178-6ebcf57c64a1\"], \"total_duration\": 204.0, \"total_sessions\": 2, \"mean_week_duration\": 1.872}, \"75772\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-07-09 16:16:11.000000+00:00\", \"2023-01-26 23:10:46.000000+00:00\", \"2019-06-19 15:12:55.000000+00:00\"], \"session_ids\": [\"3be69483-0a8d-4384-881d-d68259236622\", \"0bd9bdee-6b50-4781-bd61-5f020fc914ac\", \"c0fcf364-d62e-4386-aaec-cd0c57bd8e4b\"], \"total_duration\": 90.0, \"total_sessions\": 3, \"mean_week_duration\": 0.476}, \"93762\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-01-24 15:07:04.000000+00:00\", \"2021-08-27 06:24:03.000000+00:00\", \"2022-01-18 05:29:21.000000+00:00\"], \"session_ids\": [\"e96fb69e-973d-4abf-aabf-c37f5a96d18c\", \"4e31990a-f3d1-4e02-95b7-cc05c7b78a4f\", \"0e12763e-99b6-47ac-af49-35571eec378b\"], \"total_duration\": 66.0, \"total_sessions\": 3, \"mean_week_duration\": 0.892}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are less than 603"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\"]]}, \"all_values\": {\"total_duration\": [[603, 4576]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"69883\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-04-20 20:10:16.000000+00:00\", \"2020-06-07 07:48:29.000000+00:00\"], \"session_ids\": [\"f888da25-2421-499c-a63f-8d4d10af87f4\", \"0c838ce2-eda2-4f57-974d-6222a020f60c\"], \"total_duration\": 424.0, \"total_sessions\": 2, \"mean_week_duration\": 60.571}, \"76102\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-08-21 19:22:09.000000+00:00\", \"2022-06-09 08:54:56.000000+00:00\"], \"session_ids\": [\"f25552ac-c529-457e-a57b-e94ae5019e8e\", \"a312c0e9-c9bb-4ae2-b4af-7cb1b76c369a\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 1.281}, \"68481\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-26 16:19:38.000000+00:00\", \"2021-03-12 14:15:12.000000+00:00\"], \"session_ids\": [\"7a85f576-b7d8-4212-8cf2-16045dd25e1b\", \"485f4892-c0f2-4346-a3db-91d074f1c76a\"], \"total_duration\": 297.0, \"total_sessions\": 2, \"mean_week_duration\": 42.429}, \"46166\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-09-01 07:42:53.000000+00:00\", \"2019-10-11 05:09:05.000000+00:00\", \"2022-03-01 20:13:28.000000+00:00\", \"2023-02-08 07:56:10.000000+00:00\"], \"session_ids\": [\"8c491827-c26d-46f4-8d94-7ad67a565abd\", \"81854b83-f5fc-44a7-b5f7-b5b7046d8882\", \"87a92177-83b2-4b58-9181-b3c05aba921d\", \"e4f41eb2-ea4f-402e-bc21-c1c398b8d297\"], \"total_duration\": 81.0, \"total_sessions\": 4, \"mean_week_duration\": 0.466}, \"31796\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-05-14 02:09:31.000000+00:00\", \"2021-04-03 20:37:12.000000+00:00\", \"2022-08-27 14:26:14.000000+00:00\"], \"session_ids\": [\"d354aad4-affd-4b7f-982a-abe24ba9be50\", \"6a731650-9f8a-4b8c-bf35-79c03a8e9333\", \"ae32114c-dcb3-4f26-91ba-4ec379f3ae05\"], \"total_duration\": 97.0, \"total_sessions\": 3, \"mean_week_duration\": 1.329}, \"60925\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-11-18 23:00:32.000000+00:00\", \"2022-09-20 09:40:41.000000+00:00\"], \"session_ids\": [\"6d8f1ec0-a35c-438b-b664-413f3e3a43f3\", \"ada0e20a-cad5-4e76-abf9-b9eb4b067895\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 2.219}, \"89220\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-07-18 14:18:29.000000+00:00\", \"2021-08-15 00:35:11.000000+00:00\"], \"session_ids\": [\"8d330913-81ed-4f43-a3f5-663af59d785f\", \"9f44f898-aa78-4a85-b178-6ebcf57c64a1\"], \"total_duration\": 204.0, \"total_sessions\": 2, \"mean_week_duration\": 1.872}, \"75772\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-07-09 16:16:11.000000+00:00\", \"2023-01-26 23:10:46.000000+00:00\", \"2019-06-19 15:12:55.000000+00:00\"], \"session_ids\": [\"3be69483-0a8d-4384-881d-d68259236622\", \"0bd9bdee-6b50-4781-bd61-5f020fc914ac\", \"c0fcf364-d62e-4386-aaec-cd0c57bd8e4b\"], \"total_duration\": 90.0, \"total_sessions\": 3, \"mean_week_duration\": 0.476}, \"93762\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-01-24 15:07:04.000000+00:00\", \"2021-08-27 06:24:03.000000+00:00\", \"2022-01-18 05:29:21.000000+00:00\"], \"session_ids\": [\"e96fb69e-973d-4abf-aabf-c37f5a96d18c\", \"4e31990a-f3d1-4e02-95b7-cc05c7b78a4f\", \"0e12763e-99b6-47ac-af49-35571eec378b\"], \"total_duration\": 66.0, \"total_sessions\": 3, \"mean_week_duration\": 0.892}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_sessions"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"46166\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-09-01 07:42:53.000000+00:00\", \"2019-10-11 05:09:05.000000+00:00\", \"2022-03-01 20:13:28.000000+00:00\", \"2023-02-08 07:56:10.000000+00:00\"], \"session_ids\": [\"8c491827-c26d-46f4-8d94-7ad67a565abd\", \"81854b83-f5fc-44a7-b5f7-b5b7046d8882\", \"87a92177-83b2-4b58-9181-b3c05aba921d\", \"e4f41eb2-ea4f-402e-bc21-c1c398b8d297\"], \"total_duration\": 81.0, \"total_sessions\": 4, \"mean_week_duration\": 0.466}}, {\"31796\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-05-14 02:09:31.000000+00:00\", \"2021-04-03 20:37:12.000000+00:00\", \"2022-08-27 14:26:14.000000+00:00\"], \"session_ids\": [\"d354aad4-affd-4b7f-982a-abe24ba9be50\", \"6a731650-9f8a-4b8c-bf35-79c03a8e9333\", \"ae32114c-dcb3-4f26-91ba-4ec379f3ae05\"], \"total_duration\": 97.0, \"total_sessions\": 3, \"mean_week_duration\": 1.329}}, {\"75772\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-07-09 16:16:11.000000+00:00\", \"2023-01-26 23:10:46.000000+00:00\", \"2019-06-19 15:12:55.000000+00:00\"], \"session_ids\": [\"3be69483-0a8d-4384-881d-d68259236622\", \"0bd9bdee-6b50-4781-bd61-5f020fc914ac\", \"c0fcf364-d62e-4386-aaec-cd0c57bd8e4b\"], \"total_duration\": 90.0, \"total_sessions\": 3, \"mean_week_duration\": 0.476}}, {\"93762\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-01-24 15:07:04.000000+00:00\", \"2021-08-27 06:24:03.000000+00:00\", \"2022-01-18 05:29:21.000000+00:00\"], \"session_ids\": [\"e96fb69e-973d-4abf-aabf-c37f5a96d18c\", \"4e31990a-f3d1-4e02-95b7-cc05c7b78a4f\", \"0e12763e-99b6-47ac-af49-35571eec378b\"], \"total_duration\": 66.0, \"total_sessions\": 3, \"mean_week_duration\": 0.892}}, {\"69883\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-04-20 20:10:16.000000+00:00\", \"2020-06-07 07:48:29.000000+00:00\"], \"session_ids\": [\"f888da25-2421-499c-a63f-8d4d10af87f4\", \"0c838ce2-eda2-4f57-974d-6222a020f60c\"], \"total_duration\": 424.0, \"total_sessions\": 2, \"mean_week_duration\": 60.571}}, {\"76102\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-08-21 19:22:09.000000+00:00\", \"2022-06-09 08:54:56.000000+00:00\"], \"session_ids\": [\"f25552ac-c529-457e-a57b-e94ae5019e8e\", \"a312c0e9-c9bb-4ae2-b4af-7cb1b76c369a\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 1.281}}, {\"68481\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-26 16:19:38.000000+00:00\", \"2021-03-12 14:15:12.000000+00:00\"], \"session_ids\": [\"7a85f576-b7d8-4212-8cf2-16045dd25e1b\", \"485f4892-c0f2-4346-a3db-91d074f1c76a\"], \"total_duration\": 297.0, \"total_sessions\": 2, \"mean_week_duration\": 42.429}}, {\"60925\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-11-18 23:00:32.000000+00:00\", \"2022-09-20 09:40:41.000000+00:00\"], \"session_ids\": [\"6d8f1ec0-a35c-438b-b664-413f3e3a43f3\", \"ada0e20a-cad5-4e76-abf9-b9eb4b067895\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 2.219}}, {\"89220\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-07-18 14:18:29.000000+00:00\", \"2021-08-15 00:35:11.000000+00:00\"], \"session_ids\": [\"8d330913-81ed-4f43-a3f5-663af59d785f\", \"9f44f898-aa78-4a85-b178-6ebcf57c64a1\"], \"total_duration\": 204.0, \"total_sessions\": 2, \"mean_week_duration\": 1.872}}]\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[{\"46166\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-09-01 07:42:53.000000+00:00\", \"2019-10-11 05:09:05.000000+00:00\", \"2022-03-01 20:13:28.000000+00:00\", \"2023-02-08 07:56:10.000000+00:00\"], \"session_ids\": [\"8c491827-c26d-46f4-8d94-7ad67a565abd\", \"81854b83-f5fc-44a7-b5f7-b5b7046d8882\", \"87a92177-83b2-4b58-9181-b3c05aba921d\", \"e4f41eb2-ea4f-402e-bc21-c1c398b8d297\"], \"total_duration\": 81.0, \"total_sessions\": 4, \"mean_week_duration\": 0.466}}, {\"31796\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-05-14 02:09:31.000000+00:00\", \"2021-04-03 20:37:12.000000+00:00\", \"2022-08-27 14:26:14.000000+00:00\"], \"session_ids\": [\"d354aad4-affd-4b7f-982a-abe24ba9be50\", \"6a731650-9f8a-4b8c-bf35-79c03a8e9333\", \"ae32114c-dcb3-4f26-91ba-4ec379f3ae05\"], \"total_duration\": 97.0, \"total_sessions\": 3, \"mean_week_duration\": 1.329}}, {\"75772\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-07-09 16:16:11.000000+00:00\", \"2023-01-26 23:10:46.000000+00:00\", \"2019-06-19 15:12:55.000000+00:00\"], \"session_ids\": [\"3be69483-0a8d-4384-881d-d68259236622\", \"0bd9bdee-6b50-4781-bd61-5f020fc914ac\", \"c0fcf364-d62e-4386-aaec-cd0c57bd8e4b\"], \"total_duration\": 90.0, \"total_sessions\": 3, \"mean_week_duration\": 0.476}}]\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[{\"46166\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-09-01 07:42:53.000000+00:00\", \"2019-10-11 05:09:05.000000+00:00\", \"2022-03-01 20:13:28.000000+00:00\", \"2023-02-08 07:56:10.000000+00:00\"], \"session_ids\": [\"8c491827-c26d-46f4-8d94-7ad67a565abd\", \"81854b83-f5fc-44a7-b5f7-b5b7046d8882\", \"87a92177-83b2-4b58-9181-b3c05aba921d\", \"e4f41eb2-ea4f-402e-bc21-c1c398b8d297\"], \"total_duration\": 81.0, \"total_sessions\": 4, \"mean_week_duration\": 0.466}}, {\"31796\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-05-14 02:09:31.000000+00:00\", \"2021-04-03 20:37:12.000000+00:00\", \"2022-08-27 14:26:14.000000+00:00\"], \"session_ids\": [\"d354aad4-affd-4b7f-982a-abe24ba9be50\", \"6a731650-9f8a-4b8c-bf35-79c03a8e9333\", \"ae32114c-dcb3-4f26-91ba-4ec379f3ae05\"], \"total_duration\": 97.0, \"total_sessions\": 3, \"mean_week_duration\": 1.329}}, {\"75772\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-07-09 16:16:11.000000+00:00\", \"2023-01-26 23:10:46.000000+00:00\", \"2019-06-19 15:12:55.000000+00:00\"], \"session_ids\": [\"3be69483-0a8d-4384-881d-d68259236622\", \"0bd9bdee-6b50-4781-bd61-5f020fc914ac\", \"c0fcf364-d62e-4386-aaec-cd0c57bd8e4b\"], \"total_duration\": 90.0, \"total_sessions\": 3, \"mean_week_duration\": 0.476}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about 7 users who are at the peak of user rankings based on duration of sessions per week + put to use sorting by total duration amount from the largest value to the smallest value additionaly keep only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"30791\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-01-03 17:22:56.000000+00:00\", \"2021-03-23 16:24:52.000000+00:00\", \"2023-06-13 19:25:55.000000+00:00\", \"2022-07-31 08:02:14.000000+00:00\", \"2019-12-15 22:52:01.000000+00:00\", \"2020-07-28 02:39:06.000000+00:00\", \"2020-07-05 14:34:23.000000+00:00\", \"2019-06-25 18:57:13.000000+00:00\"], \"session_ids\": [\"c26d1025-7cae-4339-a86e-0b72c20e86d8\", \"13f6205d-fb1d-44b9-a0c5-6af14d9ad455\", \"f4b03992-c05b-472e-a9fd-bdf94ce9bab3\", \"6675b5ce-604d-46c0-85e7-2ce48a057d26\", \"cec4cd33-ea71-4836-a3fd-bad0e3d50212\", \"b1ad75e7-c4f4-49fd-8198-00d9d1482220\", \"7ef4659c-66dc-42c2-8582-9f2377f8c480\", \"948e1464-3a3d-4168-bc85-573d9a391754\"], \"total_duration\": 9202.0, \"total_sessions\": 8, \"mean_week_duration\": 44.454}, \"53959\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-11-17 19:00:34.000000+00:00\", \"2020-02-24 11:59:50.000000+00:00\"], \"session_ids\": [\"1c36d356-4752-483e-906a-dad4480d8e3f\", \"f2a16042-ff12-457d-8412-a344e6f756d7\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 7.571}, \"78644\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-10-25 03:46:45.000000+00:00\", \"2021-04-10 15:03:01.000000+00:00\", \"2020-02-12 10:17:08.000000+00:00\"], \"session_ids\": [\"b3f25ca3-30fd-4a4a-99c8-a00a0a5fd1d5\", \"7e50f17a-7b3d-4080-acc9-68829a5bab30\", \"beb42113-393e-4bb0-b5cb-01555115c74a\"], \"total_duration\": 348.0, \"total_sessions\": 3, \"mean_week_duration\": 5.705}, \"33654\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-12-05 00:47:57.000000+00:00\", \"2022-12-20 13:33:40.000000+00:00\", \"2022-04-30 18:44:26.000000+00:00\"], \"session_ids\": [\"bbad835c-9307-4c06-81a6-3375ca52fa81\", \"32a6b018-975a-4bab-8229-c6f68c3e67ff\", \"c0fded9e-bce5-47e9-8ed2-a5defded46af\"], \"total_duration\": 112.0, \"total_sessions\": 3, \"mean_week_duration\": 0.704}, \"5053\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-09-22 01:37:01.000000+00:00\", \"2020-01-09 07:41:16.000000+00:00\"], \"session_ids\": [\"3964cd31-354e-4158-b164-a29948c392f8\", \"d538885d-fd01-48c4-82bd-4af86567feda\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 5.5}, \"64560\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-02-21 02:17:44.000000+00:00\", \"2023-04-01 02:08:42.000000+00:00\", \"2023-02-15 10:12:55.000000+00:00\"], \"session_ids\": [\"7aafacc7-c2a5-419e-ac9b-299265e1b219\", \"a2a5ef84-2ffe-4bbe-8fe6-a85fb4617100\", \"83c4d285-836d-444d-879a-b1c73a39c1ea\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.136}, \"19179\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-20 23:23:29.000000+00:00\", \"2019-07-11 07:09:36.000000+00:00\", \"2019-04-05 13:37:37.000000+00:00\", \"2021-05-12 07:18:11.000000+00:00\", \"2022-03-29 12:18:19.000000+00:00\", \"2020-05-02 23:24:17.000000+00:00\", \"2021-07-11 16:02:05.000000+00:00\"], \"session_ids\": [\"732bf721-739e-4c6a-80d0-39b789c37c6c\", \"788468eb-681c-4204-aab8-b1977a8f654c\", \"1ffbfcd4-2919-49cb-b424-48a6c8a0a8b5\", \"6f62fb07-7dcb-4bae-8416-29749302cdde\", \"9492504e-12e4-48df-a360-fabb52d6e974\", \"de746746-2c9d-42ff-9caa-c52f37e1e70a\", \"13e9fc55-adac-4b8a-b712-c2f24b704f47\"], \"total_duration\": 8406.0, \"total_sessions\": 7, \"mean_week_duration\": 53.885}, \"77656\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-03-11 03:44:17.000000+00:00\", \"2019-10-18 03:16:08.000000+00:00\", \"2022-03-18 00:06:08.000000+00:00\", \"2021-10-25 15:04:30.000000+00:00\", \"2020-05-19 17:52:52.000000+00:00\"], \"session_ids\": [\"7ae3b140-b142-4fbe-aceb-c485abf883c6\", \"1a23f590-26e3-4e4a-b9fa-b24087cbe790\", \"7dbfa180-8312-47fd-8b4c-f69b6e9aebdc\", \"ae1ae909-873b-4732-bb68-8a94c6abf543\", \"eb4b2e19-a7f9-4829-8f98-d50cd9eeedce\"], \"total_duration\": 399.0, \"total_sessions\": 5, \"mean_week_duration\": 3.167}, \"56051\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-04-30 08:55:33.000000+00:00\", \"2019-12-11 06:31:47.000000+00:00\", \"2020-07-16 13:30:16.000000+00:00\", \"2021-06-02 05:50:32.000000+00:00\", \"2021-04-17 02:50:10.000000+00:00\", \"2019-01-07 06:55:30.000000+00:00\", \"2019-06-13 09:52:49.000000+00:00\", \"2019-09-30 08:13:51.000000+00:00\", \"2022-07-15 03:29:54.000000+00:00\", \"2019-03-04 03:35:45.000000+00:00\"], \"session_ids\": [\"88382bec-1ff2-4441-adbd-c9f4eefd2bc9\", \"24262410-247e-4552-9f1c-bf2b60a78bcf\", \"f7ca8836-ba77-48a5-abba-8d9e03c573bb\", \"e3b7c880-9dd7-4ad5-bf58-e1b23d84c5ff\", \"28139476-062c-48e2-8902-a81439c4cb9e\", \"a0c00709-cd19-4fab-b50c-019a449b451a\", \"3e6b1037-fe81-465d-8fd0-bf0c4783fe1d\", \"a8ae3fd9-bc65-40c3-9893-1a29d4c56a76\", \"c7ef431e-439a-4018-98bc-82fd4fbacce0\", \"e0162789-aac3-4b8a-84ca-257888613c24\"], \"total_duration\": 3018.0, \"total_sessions\": 10, \"mean_week_duration\": 13.413}, \"69693\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-07-11 17:42:57.000000+00:00\", \"2022-08-21 07:19:26.000000+00:00\", \"2021-07-24 17:04:52.000000+00:00\", \"2020-02-23 02:50:11.000000+00:00\"], \"session_ids\": [\"d312bed0-3da5-4e0f-a9ed-4f662e567bb4\", \"048e295a-ff6b-462a-8ac5-3284a41b9279\", \"cf952864-4ead-409e-b031-f44c72ca1c42\", \"1f10139b-1bdb-4b30-b093-ad53a6a1d58d\"], \"total_duration\": 405.0, \"total_sessions\": 4, \"mean_week_duration\": 3.115}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the highest 7 mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": true, \"quant_to_remain\": 7}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"19179\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-20 23:23:29.000000+00:00\", \"2019-07-11 07:09:36.000000+00:00\", \"2019-04-05 13:37:37.000000+00:00\", \"2021-05-12 07:18:11.000000+00:00\", \"2022-03-29 12:18:19.000000+00:00\", \"2020-05-02 23:24:17.000000+00:00\", \"2021-07-11 16:02:05.000000+00:00\"], \"session_ids\": [\"732bf721-739e-4c6a-80d0-39b789c37c6c\", \"788468eb-681c-4204-aab8-b1977a8f654c\", \"1ffbfcd4-2919-49cb-b424-48a6c8a0a8b5\", \"6f62fb07-7dcb-4bae-8416-29749302cdde\", \"9492504e-12e4-48df-a360-fabb52d6e974\", \"de746746-2c9d-42ff-9caa-c52f37e1e70a\", \"13e9fc55-adac-4b8a-b712-c2f24b704f47\"], \"total_duration\": 8406.0, \"total_sessions\": 7, \"mean_week_duration\": 53.885}}, {\"30791\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-01-03 17:22:56.000000+00:00\", \"2021-03-23 16:24:52.000000+00:00\", \"2023-06-13 19:25:55.000000+00:00\", \"2022-07-31 08:02:14.000000+00:00\", \"2019-12-15 22:52:01.000000+00:00\", \"2020-07-28 02:39:06.000000+00:00\", \"2020-07-05 14:34:23.000000+00:00\", \"2019-06-25 18:57:13.000000+00:00\"], \"session_ids\": [\"c26d1025-7cae-4339-a86e-0b72c20e86d8\", \"13f6205d-fb1d-44b9-a0c5-6af14d9ad455\", \"f4b03992-c05b-472e-a9fd-bdf94ce9bab3\", \"6675b5ce-604d-46c0-85e7-2ce48a057d26\", \"cec4cd33-ea71-4836-a3fd-bad0e3d50212\", \"b1ad75e7-c4f4-49fd-8198-00d9d1482220\", \"7ef4659c-66dc-42c2-8582-9f2377f8c480\", \"948e1464-3a3d-4168-bc85-573d9a391754\"], \"total_duration\": 9202.0, \"total_sessions\": 8, \"mean_week_duration\": 44.454}}, {\"56051\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-04-30 08:55:33.000000+00:00\", \"2019-12-11 06:31:47.000000+00:00\", \"2020-07-16 13:30:16.000000+00:00\", \"2021-06-02 05:50:32.000000+00:00\", \"2021-04-17 02:50:10.000000+00:00\", \"2019-01-07 06:55:30.000000+00:00\", \"2019-06-13 09:52:49.000000+00:00\", \"2019-09-30 08:13:51.000000+00:00\", \"2022-07-15 03:29:54.000000+00:00\", \"2019-03-04 03:35:45.000000+00:00\"], \"session_ids\": [\"88382bec-1ff2-4441-adbd-c9f4eefd2bc9\", \"24262410-247e-4552-9f1c-bf2b60a78bcf\", \"f7ca8836-ba77-48a5-abba-8d9e03c573bb\", \"e3b7c880-9dd7-4ad5-bf58-e1b23d84c5ff\", \"28139476-062c-48e2-8902-a81439c4cb9e\", \"a0c00709-cd19-4fab-b50c-019a449b451a\", \"3e6b1037-fe81-465d-8fd0-bf0c4783fe1d\", \"a8ae3fd9-bc65-40c3-9893-1a29d4c56a76\", \"c7ef431e-439a-4018-98bc-82fd4fbacce0\", \"e0162789-aac3-4b8a-84ca-257888613c24\"], \"total_duration\": 3018.0, \"total_sessions\": 10, \"mean_week_duration\": 13.413}}, {\"53959\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-11-17 19:00:34.000000+00:00\", \"2020-02-24 11:59:50.000000+00:00\"], \"session_ids\": [\"1c36d356-4752-483e-906a-dad4480d8e3f\", \"f2a16042-ff12-457d-8412-a344e6f756d7\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 7.571}}, {\"78644\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-10-25 03:46:45.000000+00:00\", \"2021-04-10 15:03:01.000000+00:00\", \"2020-02-12 10:17:08.000000+00:00\"], \"session_ids\": [\"b3f25ca3-30fd-4a4a-99c8-a00a0a5fd1d5\", \"7e50f17a-7b3d-4080-acc9-68829a5bab30\", \"beb42113-393e-4bb0-b5cb-01555115c74a\"], \"total_duration\": 348.0, \"total_sessions\": 3, \"mean_week_duration\": 5.705}}, {\"5053\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-09-22 01:37:01.000000+00:00\", \"2020-01-09 07:41:16.000000+00:00\"], \"session_ids\": [\"3964cd31-354e-4158-b164-a29948c392f8\", \"d538885d-fd01-48c4-82bd-4af86567feda\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 5.5}}, {\"77656\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-03-11 03:44:17.000000+00:00\", \"2019-10-18 03:16:08.000000+00:00\", \"2022-03-18 00:06:08.000000+00:00\", \"2021-10-25 15:04:30.000000+00:00\", \"2020-05-19 17:52:52.000000+00:00\"], \"session_ids\": [\"7ae3b140-b142-4fbe-aceb-c485abf883c6\", \"1a23f590-26e3-4e4a-b9fa-b24087cbe790\", \"7dbfa180-8312-47fd-8b4c-f69b6e9aebdc\", \"ae1ae909-873b-4732-bb68-8a94c6abf543\", \"eb4b2e19-a7f9-4829-8f98-d50cd9eeedce\"], \"total_duration\": 399.0, \"total_sessions\": 5, \"mean_week_duration\": 3.167}}]\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[{\"30791\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-01-03 17:22:56.000000+00:00\", \"2021-03-23 16:24:52.000000+00:00\", \"2023-06-13 19:25:55.000000+00:00\", \"2022-07-31 08:02:14.000000+00:00\", \"2019-12-15 22:52:01.000000+00:00\", \"2020-07-28 02:39:06.000000+00:00\", \"2020-07-05 14:34:23.000000+00:00\", \"2019-06-25 18:57:13.000000+00:00\"], \"session_ids\": [\"c26d1025-7cae-4339-a86e-0b72c20e86d8\", \"13f6205d-fb1d-44b9-a0c5-6af14d9ad455\", \"f4b03992-c05b-472e-a9fd-bdf94ce9bab3\", \"6675b5ce-604d-46c0-85e7-2ce48a057d26\", \"cec4cd33-ea71-4836-a3fd-bad0e3d50212\", \"b1ad75e7-c4f4-49fd-8198-00d9d1482220\", \"7ef4659c-66dc-42c2-8582-9f2377f8c480\", \"948e1464-3a3d-4168-bc85-573d9a391754\"], \"total_duration\": 9202.0, \"total_sessions\": 8, \"mean_week_duration\": 44.454}}, {\"19179\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-20 23:23:29.000000+00:00\", \"2019-07-11 07:09:36.000000+00:00\", \"2019-04-05 13:37:37.000000+00:00\", \"2021-05-12 07:18:11.000000+00:00\", \"2022-03-29 12:18:19.000000+00:00\", \"2020-05-02 23:24:17.000000+00:00\", \"2021-07-11 16:02:05.000000+00:00\"], \"session_ids\": [\"732bf721-739e-4c6a-80d0-39b789c37c6c\", \"788468eb-681c-4204-aab8-b1977a8f654c\", \"1ffbfcd4-2919-49cb-b424-48a6c8a0a8b5\", \"6f62fb07-7dcb-4bae-8416-29749302cdde\", \"9492504e-12e4-48df-a360-fabb52d6e974\", \"de746746-2c9d-42ff-9caa-c52f37e1e70a\", \"13e9fc55-adac-4b8a-b712-c2f24b704f47\"], \"total_duration\": 8406.0, \"total_sessions\": 7, \"mean_week_duration\": 53.885}}, {\"56051\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-04-30 08:55:33.000000+00:00\", \"2019-12-11 06:31:47.000000+00:00\", \"2020-07-16 13:30:16.000000+00:00\", \"2021-06-02 05:50:32.000000+00:00\", \"2021-04-17 02:50:10.000000+00:00\", \"2019-01-07 06:55:30.000000+00:00\", \"2019-06-13 09:52:49.000000+00:00\", \"2019-09-30 08:13:51.000000+00:00\", \"2022-07-15 03:29:54.000000+00:00\", \"2019-03-04 03:35:45.000000+00:00\"], \"session_ids\": [\"88382bec-1ff2-4441-adbd-c9f4eefd2bc9\", \"24262410-247e-4552-9f1c-bf2b60a78bcf\", \"f7ca8836-ba77-48a5-abba-8d9e03c573bb\", \"e3b7c880-9dd7-4ad5-bf58-e1b23d84c5ff\", \"28139476-062c-48e2-8902-a81439c4cb9e\", \"a0c00709-cd19-4fab-b50c-019a449b451a\", \"3e6b1037-fe81-465d-8fd0-bf0c4783fe1d\", \"a8ae3fd9-bc65-40c3-9893-1a29d4c56a76\", \"c7ef431e-439a-4018-98bc-82fd4fbacce0\", \"e0162789-aac3-4b8a-84ca-257888613c24\"], \"total_duration\": 3018.0, \"total_sessions\": 10, \"mean_week_duration\": 13.413}}, {\"77656\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-03-11 03:44:17.000000+00:00\", \"2019-10-18 03:16:08.000000+00:00\", \"2022-03-18 00:06:08.000000+00:00\", \"2021-10-25 15:04:30.000000+00:00\", \"2020-05-19 17:52:52.000000+00:00\"], \"session_ids\": [\"7ae3b140-b142-4fbe-aceb-c485abf883c6\", \"1a23f590-26e3-4e4a-b9fa-b24087cbe790\", \"7dbfa180-8312-47fd-8b4c-f69b6e9aebdc\", \"ae1ae909-873b-4732-bb68-8a94c6abf543\", \"eb4b2e19-a7f9-4829-8f98-d50cd9eeedce\"], \"total_duration\": 399.0, \"total_sessions\": 5, \"mean_week_duration\": 3.167}}, {\"78644\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-10-25 03:46:45.000000+00:00\", \"2021-04-10 15:03:01.000000+00:00\", \"2020-02-12 10:17:08.000000+00:00\"], \"session_ids\": [\"b3f25ca3-30fd-4a4a-99c8-a00a0a5fd1d5\", \"7e50f17a-7b3d-4080-acc9-68829a5bab30\", \"beb42113-393e-4bb0-b5cb-01555115c74a\"], \"total_duration\": 348.0, \"total_sessions\": 3, \"mean_week_duration\": 5.705}}, {\"53959\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-11-17 19:00:34.000000+00:00\", \"2020-02-24 11:59:50.000000+00:00\"], \"session_ids\": [\"1c36d356-4752-483e-906a-dad4480d8e3f\", \"f2a16042-ff12-457d-8412-a344e6f756d7\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 7.571}}, {\"5053\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-09-22 01:37:01.000000+00:00\", \"2020-01-09 07:41:16.000000+00:00\"], \"session_ids\": [\"3964cd31-354e-4158-b164-a29948c392f8\", \"d538885d-fd01-48c4-82bd-4af86567feda\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 5.5}}]\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[{\"30791\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-01-03 17:22:56.000000+00:00\", \"2021-03-23 16:24:52.000000+00:00\", \"2023-06-13 19:25:55.000000+00:00\", \"2022-07-31 08:02:14.000000+00:00\", \"2019-12-15 22:52:01.000000+00:00\", \"2020-07-28 02:39:06.000000+00:00\", \"2020-07-05 14:34:23.000000+00:00\", \"2019-06-25 18:57:13.000000+00:00\"], \"session_ids\": [\"c26d1025-7cae-4339-a86e-0b72c20e86d8\", \"13f6205d-fb1d-44b9-a0c5-6af14d9ad455\", \"f4b03992-c05b-472e-a9fd-bdf94ce9bab3\", \"6675b5ce-604d-46c0-85e7-2ce48a057d26\", \"cec4cd33-ea71-4836-a3fd-bad0e3d50212\", \"b1ad75e7-c4f4-49fd-8198-00d9d1482220\", \"7ef4659c-66dc-42c2-8582-9f2377f8c480\", \"948e1464-3a3d-4168-bc85-573d9a391754\"], \"total_duration\": 9202.0, \"total_sessions\": 8, \"mean_week_duration\": 44.454}}, {\"19179\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-20 23:23:29.000000+00:00\", \"2019-07-11 07:09:36.000000+00:00\", \"2019-04-05 13:37:37.000000+00:00\", \"2021-05-12 07:18:11.000000+00:00\", \"2022-03-29 12:18:19.000000+00:00\", \"2020-05-02 23:24:17.000000+00:00\", \"2021-07-11 16:02:05.000000+00:00\"], \"session_ids\": [\"732bf721-739e-4c6a-80d0-39b789c37c6c\", \"788468eb-681c-4204-aab8-b1977a8f654c\", \"1ffbfcd4-2919-49cb-b424-48a6c8a0a8b5\", \"6f62fb07-7dcb-4bae-8416-29749302cdde\", \"9492504e-12e4-48df-a360-fabb52d6e974\", \"de746746-2c9d-42ff-9caa-c52f37e1e70a\", \"13e9fc55-adac-4b8a-b712-c2f24b704f47\"], \"total_duration\": 8406.0, \"total_sessions\": 7, \"mean_week_duration\": 53.885}}, {\"56051\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-04-30 08:55:33.000000+00:00\", \"2019-12-11 06:31:47.000000+00:00\", \"2020-07-16 13:30:16.000000+00:00\", \"2021-06-02 05:50:32.000000+00:00\", \"2021-04-17 02:50:10.000000+00:00\", \"2019-01-07 06:55:30.000000+00:00\", \"2019-06-13 09:52:49.000000+00:00\", \"2019-09-30 08:13:51.000000+00:00\", \"2022-07-15 03:29:54.000000+00:00\", \"2019-03-04 03:35:45.000000+00:00\"], \"session_ids\": [\"88382bec-1ff2-4441-adbd-c9f4eefd2bc9\", \"24262410-247e-4552-9f1c-bf2b60a78bcf\", \"f7ca8836-ba77-48a5-abba-8d9e03c573bb\", \"e3b7c880-9dd7-4ad5-bf58-e1b23d84c5ff\", \"28139476-062c-48e2-8902-a81439c4cb9e\", \"a0c00709-cd19-4fab-b50c-019a449b451a\", \"3e6b1037-fe81-465d-8fd0-bf0c4783fe1d\", \"a8ae3fd9-bc65-40c3-9893-1a29d4c56a76\", \"c7ef431e-439a-4018-98bc-82fd4fbacce0\", \"e0162789-aac3-4b8a-84ca-257888613c24\"], \"total_duration\": 3018.0, \"total_sessions\": 10, \"mean_week_duration\": 13.413}}]\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[{\"30791\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-01-03 17:22:56.000000+00:00\", \"2021-03-23 16:24:52.000000+00:00\", \"2023-06-13 19:25:55.000000+00:00\", \"2022-07-31 08:02:14.000000+00:00\", \"2019-12-15 22:52:01.000000+00:00\", \"2020-07-28 02:39:06.000000+00:00\", \"2020-07-05 14:34:23.000000+00:00\", \"2019-06-25 18:57:13.000000+00:00\"], \"session_ids\": [\"c26d1025-7cae-4339-a86e-0b72c20e86d8\", \"13f6205d-fb1d-44b9-a0c5-6af14d9ad455\", \"f4b03992-c05b-472e-a9fd-bdf94ce9bab3\", \"6675b5ce-604d-46c0-85e7-2ce48a057d26\", \"cec4cd33-ea71-4836-a3fd-bad0e3d50212\", \"b1ad75e7-c4f4-49fd-8198-00d9d1482220\", \"7ef4659c-66dc-42c2-8582-9f2377f8c480\", \"948e1464-3a3d-4168-bc85-573d9a391754\"], \"total_duration\": 9202.0, \"total_sessions\": 8, \"mean_week_duration\": 44.454}}, {\"19179\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-20 23:23:29.000000+00:00\", \"2019-07-11 07:09:36.000000+00:00\", \"2019-04-05 13:37:37.000000+00:00\", \"2021-05-12 07:18:11.000000+00:00\", \"2022-03-29 12:18:19.000000+00:00\", \"2020-05-02 23:24:17.000000+00:00\", \"2021-07-11 16:02:05.000000+00:00\"], \"session_ids\": [\"732bf721-739e-4c6a-80d0-39b789c37c6c\", \"788468eb-681c-4204-aab8-b1977a8f654c\", \"1ffbfcd4-2919-49cb-b424-48a6c8a0a8b5\", \"6f62fb07-7dcb-4bae-8416-29749302cdde\", \"9492504e-12e4-48df-a360-fabb52d6e974\", \"de746746-2c9d-42ff-9caa-c52f37e1e70a\", \"13e9fc55-adac-4b8a-b712-c2f24b704f47\"], \"total_duration\": 8406.0, \"total_sessions\": 7, \"mean_week_duration\": 53.885}}, {\"56051\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-04-30 08:55:33.000000+00:00\", \"2019-12-11 06:31:47.000000+00:00\", \"2020-07-16 13:30:16.000000+00:00\", \"2021-06-02 05:50:32.000000+00:00\", \"2021-04-17 02:50:10.000000+00:00\", \"2019-01-07 06:55:30.000000+00:00\", \"2019-06-13 09:52:49.000000+00:00\", \"2019-09-30 08:13:51.000000+00:00\", \"2022-07-15 03:29:54.000000+00:00\", \"2019-03-04 03:35:45.000000+00:00\"], \"session_ids\": [\"88382bec-1ff2-4441-adbd-c9f4eefd2bc9\", \"24262410-247e-4552-9f1c-bf2b60a78bcf\", \"f7ca8836-ba77-48a5-abba-8d9e03c573bb\", \"e3b7c880-9dd7-4ad5-bf58-e1b23d84c5ff\", \"28139476-062c-48e2-8902-a81439c4cb9e\", \"a0c00709-cd19-4fab-b50c-019a449b451a\", \"3e6b1037-fe81-465d-8fd0-bf0c4783fe1d\", \"a8ae3fd9-bc65-40c3-9893-1a29d4c56a76\", \"c7ef431e-439a-4018-98bc-82fd4fbacce0\", \"e0162789-aac3-4b8a-84ca-257888613c24\"], \"total_duration\": 3018.0, \"total_sessions\": 10, \"mean_week_duration\": 13.413}}]\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 8 users to me I can't find living in cities London, Mexico City, Tokyo, Santo Domingo, Beijing, Athens, Belize City , execute sorting by overall total duration form the highest to the lowest."
}
] |
[
{
"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{\"16328\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-12-24 16:04:25.000000+00:00\", \"2021-04-15 01:02:51.000000+00:00\"], \"session_ids\": [\"289ab9a6-8d9a-4b41-aebf-818400812d86\", \"053761e9-b5f5-4844-b7dc-412b98029545\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 8.892}, \"19211\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-06-11 12:14:19.000000+00:00\", \"2020-01-25 17:44:42.000000+00:00\"], \"session_ids\": [\"f2914845-09eb-4472-81f3-573861a3c11b\", \"e55a58df-fa91-4aa4-a259-4147556364a7\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.312}, \"34712\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-11-19 15:37:59.000000+00:00\", \"2023-03-16 13:54:21.000000+00:00\", \"2022-01-19 22:34:31.000000+00:00\"], \"session_ids\": [\"9d3bfb4e-ed21-4d03-af37-c0e6c1a2cda1\", \"df802012-9ba2-4ba5-a3bd-bb4c7d006bf3\", \"0030a10f-183b-47a3-88b4-fe8c04bf6383\"], \"total_duration\": 814.0, \"total_sessions\": 3, \"mean_week_duration\": 6.727}, \"60165\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-10-06 05:08:45.000000+00:00\", \"2019-05-29 19:16:14.000000+00:00\"], \"session_ids\": [\"7d3f5663-cb2c-4da9-8922-83b92390fdf0\", \"22c2af83-29af-4c51-8b25-d56e4a184bbe\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 3.474}, \"13033\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-02-18 07:19:28.000000+00:00\", \"2020-01-20 17:01:17.000000+00:00\", \"2019-10-27 04:08:08.000000+00:00\", \"2021-09-08 16:49:20.000000+00:00\"], \"session_ids\": [\"b371699d-8599-49b8-b610-acbaf7ac9f96\", \"a325ac6c-15fd-47e4-bf20-a2270f16682c\", \"38824726-916d-4e6a-88e2-9dd68f2ae9f3\", \"dd3f256d-9fb1-4b8c-ad3f-de2aa9143cbc\"], \"total_duration\": 268.0, \"total_sessions\": 4, \"mean_week_duration\": 2.0}, \"4017\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-05-28 23:39:40.000000+00:00\", \"2021-11-22 04:09:47.000000+00:00\"], \"session_ids\": [\"fd854bc9-ed71-4d08-aaf3-c32adbb7eb5f\", \"ea4b0ede-c8f4-41ef-9f19-a13aca6f38f1\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 1.41}, \"73228\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-02-01 03:39:50.000000+00:00\", \"2019-11-23 21:41:06.000000+00:00\", \"2022-01-29 21:27:33.000000+00:00\", \"2021-02-06 19:07:06.000000+00:00\", \"2022-02-13 13:26:35.000000+00:00\", \"2022-09-09 13:25:17.000000+00:00\", \"2022-09-30 08:10:02.000000+00:00\", \"2019-01-07 21:01:36.000000+00:00\", \"2019-12-25 20:23:55.000000+00:00\", \"2020-11-27 23:42:28.000000+00:00\"], \"session_ids\": [\"a5f0e770-d2d7-4358-8263-e1da3dfe46ae\", \"25099189-aae3-4a83-92a2-5b2bb7eaa60c\", \"bec465eb-47df-45cb-9d06-7fca7a334841\", \"04859e69-e1f6-4479-a7b0-391a21adfce9\", \"23b4406e-16ca-4ce0-99e9-796ae8e213a5\", \"b94784de-39f6-48ba-8280-290c4e1b6154\", \"c327c3fa-dbdf-4f66-9dfd-6cc166c0036b\", \"6df89a6b-5992-4960-996f-bf0e03184472\", \"bff015ce-c965-4523-afb1-f04166d680d9\", \"8f1ffad0-39a1-4581-890a-2bb81511c132\"], \"total_duration\": 148.0, \"total_sessions\": 10, \"mean_week_duration\": 0.695}, \"48165\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-29 22:33:21.000000+00:00\", \"2022-09-19 17:04:34.000000+00:00\"], \"session_ids\": [\"906d5cff-8c61-4d22-ab61-efac693b2468\", \"816b9ba4-6c72-4c14-9404-e5bbfb628ac1\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 0.636}, \"9365\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-04-25 07:16:09.000000+00:00\", \"2021-09-01 07:34:35.000000+00:00\"], \"session_ids\": [\"e83bb1a3-4be3-4d2b-8f92-f8e70d80e0ab\", \"6e6e4ceb-0369-47ee-992d-5dd8f921d1a6\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 4.056}, \"1700\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-01-10 21:50:29.000000+00:00\", \"2022-06-17 12:04:56.000000+00:00\"], \"session_ids\": [\"aff3d602-901f-470c-891e-10d7de0a6937\", \"73de2392-7264-453c-b98a-ac00d31c8cee\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.335}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not London, Mexico City, Tokyo, Santo Domingo, Beijing, Athens, Belize City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"London\", \"Mexico City\", \"Tokyo\", \"Santo Domingo\", \"Beijing\", \"Athens\", \"Belize City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"16328\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-12-24 16:04:25.000000+00:00\", \"2021-04-15 01:02:51.000000+00:00\"], \"session_ids\": [\"289ab9a6-8d9a-4b41-aebf-818400812d86\", \"053761e9-b5f5-4844-b7dc-412b98029545\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 8.892}, \"19211\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-06-11 12:14:19.000000+00:00\", \"2020-01-25 17:44:42.000000+00:00\"], \"session_ids\": [\"f2914845-09eb-4472-81f3-573861a3c11b\", \"e55a58df-fa91-4aa4-a259-4147556364a7\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.312}, \"34712\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-11-19 15:37:59.000000+00:00\", \"2023-03-16 13:54:21.000000+00:00\", \"2022-01-19 22:34:31.000000+00:00\"], \"session_ids\": [\"9d3bfb4e-ed21-4d03-af37-c0e6c1a2cda1\", \"df802012-9ba2-4ba5-a3bd-bb4c7d006bf3\", \"0030a10f-183b-47a3-88b4-fe8c04bf6383\"], \"total_duration\": 814.0, \"total_sessions\": 3, \"mean_week_duration\": 6.727}, \"60165\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-10-06 05:08:45.000000+00:00\", \"2019-05-29 19:16:14.000000+00:00\"], \"session_ids\": [\"7d3f5663-cb2c-4da9-8922-83b92390fdf0\", \"22c2af83-29af-4c51-8b25-d56e4a184bbe\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 3.474}, \"13033\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-02-18 07:19:28.000000+00:00\", \"2020-01-20 17:01:17.000000+00:00\", \"2019-10-27 04:08:08.000000+00:00\", \"2021-09-08 16:49:20.000000+00:00\"], \"session_ids\": [\"b371699d-8599-49b8-b610-acbaf7ac9f96\", \"a325ac6c-15fd-47e4-bf20-a2270f16682c\", \"38824726-916d-4e6a-88e2-9dd68f2ae9f3\", \"dd3f256d-9fb1-4b8c-ad3f-de2aa9143cbc\"], \"total_duration\": 268.0, \"total_sessions\": 4, \"mean_week_duration\": 2.0}, \"4017\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-05-28 23:39:40.000000+00:00\", \"2021-11-22 04:09:47.000000+00:00\"], \"session_ids\": [\"fd854bc9-ed71-4d08-aaf3-c32adbb7eb5f\", \"ea4b0ede-c8f4-41ef-9f19-a13aca6f38f1\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 1.41}, \"73228\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-02-01 03:39:50.000000+00:00\", \"2019-11-23 21:41:06.000000+00:00\", \"2022-01-29 21:27:33.000000+00:00\", \"2021-02-06 19:07:06.000000+00:00\", \"2022-02-13 13:26:35.000000+00:00\", \"2022-09-09 13:25:17.000000+00:00\", \"2022-09-30 08:10:02.000000+00:00\", \"2019-01-07 21:01:36.000000+00:00\", \"2019-12-25 20:23:55.000000+00:00\", \"2020-11-27 23:42:28.000000+00:00\"], \"session_ids\": [\"a5f0e770-d2d7-4358-8263-e1da3dfe46ae\", \"25099189-aae3-4a83-92a2-5b2bb7eaa60c\", \"bec465eb-47df-45cb-9d06-7fca7a334841\", \"04859e69-e1f6-4479-a7b0-391a21adfce9\", \"23b4406e-16ca-4ce0-99e9-796ae8e213a5\", \"b94784de-39f6-48ba-8280-290c4e1b6154\", \"c327c3fa-dbdf-4f66-9dfd-6cc166c0036b\", \"6df89a6b-5992-4960-996f-bf0e03184472\", \"bff015ce-c965-4523-afb1-f04166d680d9\", \"8f1ffad0-39a1-4581-890a-2bb81511c132\"], \"total_duration\": 148.0, \"total_sessions\": 10, \"mean_week_duration\": 0.695}, \"48165\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-29 22:33:21.000000+00:00\", \"2022-09-19 17:04:34.000000+00:00\"], \"session_ids\": [\"906d5cff-8c61-4d22-ab61-efac693b2468\", \"816b9ba4-6c72-4c14-9404-e5bbfb628ac1\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 0.636}, \"9365\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-04-25 07:16:09.000000+00:00\", \"2021-09-01 07:34:35.000000+00:00\"], \"session_ids\": [\"e83bb1a3-4be3-4d2b-8f92-f8e70d80e0ab\", \"6e6e4ceb-0369-47ee-992d-5dd8f921d1a6\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 4.056}, \"1700\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-01-10 21:50:29.000000+00:00\", \"2022-06-17 12:04:56.000000+00:00\"], \"session_ids\": [\"aff3d602-901f-470c-891e-10d7de0a6937\", \"73de2392-7264-453c-b98a-ac00d31c8cee\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.335}}\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[{\"34712\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-11-19 15:37:59.000000+00:00\", \"2023-03-16 13:54:21.000000+00:00\", \"2022-01-19 22:34:31.000000+00:00\"], \"session_ids\": [\"9d3bfb4e-ed21-4d03-af37-c0e6c1a2cda1\", \"df802012-9ba2-4ba5-a3bd-bb4c7d006bf3\", \"0030a10f-183b-47a3-88b4-fe8c04bf6383\"], \"total_duration\": 814.0, \"total_sessions\": 3, \"mean_week_duration\": 6.727}}, {\"16328\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-12-24 16:04:25.000000+00:00\", \"2021-04-15 01:02:51.000000+00:00\"], \"session_ids\": [\"289ab9a6-8d9a-4b41-aebf-818400812d86\", \"053761e9-b5f5-4844-b7dc-412b98029545\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 8.892}}, {\"9365\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-04-25 07:16:09.000000+00:00\", \"2021-09-01 07:34:35.000000+00:00\"], \"session_ids\": [\"e83bb1a3-4be3-4d2b-8f92-f8e70d80e0ab\", \"6e6e4ceb-0369-47ee-992d-5dd8f921d1a6\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 4.056}}, {\"13033\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-02-18 07:19:28.000000+00:00\", \"2020-01-20 17:01:17.000000+00:00\", \"2019-10-27 04:08:08.000000+00:00\", \"2021-09-08 16:49:20.000000+00:00\"], \"session_ids\": [\"b371699d-8599-49b8-b610-acbaf7ac9f96\", \"a325ac6c-15fd-47e4-bf20-a2270f16682c\", \"38824726-916d-4e6a-88e2-9dd68f2ae9f3\", \"dd3f256d-9fb1-4b8c-ad3f-de2aa9143cbc\"], \"total_duration\": 268.0, \"total_sessions\": 4, \"mean_week_duration\": 2.0}}, {\"73228\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-02-01 03:39:50.000000+00:00\", \"2019-11-23 21:41:06.000000+00:00\", \"2022-01-29 21:27:33.000000+00:00\", \"2021-02-06 19:07:06.000000+00:00\", \"2022-02-13 13:26:35.000000+00:00\", \"2022-09-09 13:25:17.000000+00:00\", \"2022-09-30 08:10:02.000000+00:00\", \"2019-01-07 21:01:36.000000+00:00\", \"2019-12-25 20:23:55.000000+00:00\", \"2020-11-27 23:42:28.000000+00:00\"], \"session_ids\": [\"a5f0e770-d2d7-4358-8263-e1da3dfe46ae\", \"25099189-aae3-4a83-92a2-5b2bb7eaa60c\", \"bec465eb-47df-45cb-9d06-7fca7a334841\", \"04859e69-e1f6-4479-a7b0-391a21adfce9\", \"23b4406e-16ca-4ce0-99e9-796ae8e213a5\", \"b94784de-39f6-48ba-8280-290c4e1b6154\", \"c327c3fa-dbdf-4f66-9dfd-6cc166c0036b\", \"6df89a6b-5992-4960-996f-bf0e03184472\", \"bff015ce-c965-4523-afb1-f04166d680d9\", \"8f1ffad0-39a1-4581-890a-2bb81511c132\"], \"total_duration\": 148.0, \"total_sessions\": 10, \"mean_week_duration\": 0.695}}, {\"4017\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-05-28 23:39:40.000000+00:00\", \"2021-11-22 04:09:47.000000+00:00\"], \"session_ids\": [\"fd854bc9-ed71-4d08-aaf3-c32adbb7eb5f\", \"ea4b0ede-c8f4-41ef-9f19-a13aca6f38f1\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 1.41}}, {\"48165\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-29 22:33:21.000000+00:00\", \"2022-09-19 17:04:34.000000+00:00\"], \"session_ids\": [\"906d5cff-8c61-4d22-ab61-efac693b2468\", \"816b9ba4-6c72-4c14-9404-e5bbfb628ac1\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 0.636}}, {\"60165\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-10-06 05:08:45.000000+00:00\", \"2019-05-29 19:16:14.000000+00:00\"], \"session_ids\": [\"7d3f5663-cb2c-4da9-8922-83b92390fdf0\", \"22c2af83-29af-4c51-8b25-d56e4a184bbe\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 3.474}}, {\"1700\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-01-10 21:50:29.000000+00:00\", \"2022-06-17 12:04:56.000000+00:00\"], \"session_ids\": [\"aff3d602-901f-470c-891e-10d7de0a6937\", \"73de2392-7264-453c-b98a-ac00d31c8cee\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.335}}, {\"19211\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-06-11 12:14:19.000000+00:00\", \"2020-01-25 17:44:42.000000+00:00\"], \"session_ids\": [\"f2914845-09eb-4472-81f3-573861a3c11b\", \"e55a58df-fa91-4aa4-a259-4147556364a7\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.312}}]\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[{\"34712\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-11-19 15:37:59.000000+00:00\", \"2023-03-16 13:54:21.000000+00:00\", \"2022-01-19 22:34:31.000000+00:00\"], \"session_ids\": [\"9d3bfb4e-ed21-4d03-af37-c0e6c1a2cda1\", \"df802012-9ba2-4ba5-a3bd-bb4c7d006bf3\", \"0030a10f-183b-47a3-88b4-fe8c04bf6383\"], \"total_duration\": 814.0, \"total_sessions\": 3, \"mean_week_duration\": 6.727}}, {\"16328\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-12-24 16:04:25.000000+00:00\", \"2021-04-15 01:02:51.000000+00:00\"], \"session_ids\": [\"289ab9a6-8d9a-4b41-aebf-818400812d86\", \"053761e9-b5f5-4844-b7dc-412b98029545\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 8.892}}, {\"9365\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-04-25 07:16:09.000000+00:00\", \"2021-09-01 07:34:35.000000+00:00\"], \"session_ids\": [\"e83bb1a3-4be3-4d2b-8f92-f8e70d80e0ab\", \"6e6e4ceb-0369-47ee-992d-5dd8f921d1a6\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 4.056}}, {\"13033\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-02-18 07:19:28.000000+00:00\", \"2020-01-20 17:01:17.000000+00:00\", \"2019-10-27 04:08:08.000000+00:00\", \"2021-09-08 16:49:20.000000+00:00\"], \"session_ids\": [\"b371699d-8599-49b8-b610-acbaf7ac9f96\", \"a325ac6c-15fd-47e4-bf20-a2270f16682c\", \"38824726-916d-4e6a-88e2-9dd68f2ae9f3\", \"dd3f256d-9fb1-4b8c-ad3f-de2aa9143cbc\"], \"total_duration\": 268.0, \"total_sessions\": 4, \"mean_week_duration\": 2.0}}, {\"73228\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-02-01 03:39:50.000000+00:00\", \"2019-11-23 21:41:06.000000+00:00\", \"2022-01-29 21:27:33.000000+00:00\", \"2021-02-06 19:07:06.000000+00:00\", \"2022-02-13 13:26:35.000000+00:00\", \"2022-09-09 13:25:17.000000+00:00\", \"2022-09-30 08:10:02.000000+00:00\", \"2019-01-07 21:01:36.000000+00:00\", \"2019-12-25 20:23:55.000000+00:00\", \"2020-11-27 23:42:28.000000+00:00\"], \"session_ids\": [\"a5f0e770-d2d7-4358-8263-e1da3dfe46ae\", \"25099189-aae3-4a83-92a2-5b2bb7eaa60c\", \"bec465eb-47df-45cb-9d06-7fca7a334841\", \"04859e69-e1f6-4479-a7b0-391a21adfce9\", \"23b4406e-16ca-4ce0-99e9-796ae8e213a5\", \"b94784de-39f6-48ba-8280-290c4e1b6154\", \"c327c3fa-dbdf-4f66-9dfd-6cc166c0036b\", \"6df89a6b-5992-4960-996f-bf0e03184472\", \"bff015ce-c965-4523-afb1-f04166d680d9\", \"8f1ffad0-39a1-4581-890a-2bb81511c132\"], \"total_duration\": 148.0, \"total_sessions\": 10, \"mean_week_duration\": 0.695}}, {\"4017\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-05-28 23:39:40.000000+00:00\", \"2021-11-22 04:09:47.000000+00:00\"], \"session_ids\": [\"fd854bc9-ed71-4d08-aaf3-c32adbb7eb5f\", \"ea4b0ede-c8f4-41ef-9f19-a13aca6f38f1\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 1.41}}, {\"48165\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-29 22:33:21.000000+00:00\", \"2022-09-19 17:04:34.000000+00:00\"], \"session_ids\": [\"906d5cff-8c61-4d22-ab61-efac693b2468\", \"816b9ba4-6c72-4c14-9404-e5bbfb628ac1\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 0.636}}, {\"60165\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-10-06 05:08:45.000000+00:00\", \"2019-05-29 19:16:14.000000+00:00\"], \"session_ids\": [\"7d3f5663-cb2c-4da9-8922-83b92390fdf0\", \"22c2af83-29af-4c51-8b25-d56e4a184bbe\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 3.474}}]\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[{\"34712\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-11-19 15:37:59.000000+00:00\", \"2023-03-16 13:54:21.000000+00:00\", \"2022-01-19 22:34:31.000000+00:00\"], \"session_ids\": [\"9d3bfb4e-ed21-4d03-af37-c0e6c1a2cda1\", \"df802012-9ba2-4ba5-a3bd-bb4c7d006bf3\", \"0030a10f-183b-47a3-88b4-fe8c04bf6383\"], \"total_duration\": 814.0, \"total_sessions\": 3, \"mean_week_duration\": 6.727}}, {\"16328\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-12-24 16:04:25.000000+00:00\", \"2021-04-15 01:02:51.000000+00:00\"], \"session_ids\": [\"289ab9a6-8d9a-4b41-aebf-818400812d86\", \"053761e9-b5f5-4844-b7dc-412b98029545\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 8.892}}, {\"9365\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-04-25 07:16:09.000000+00:00\", \"2021-09-01 07:34:35.000000+00:00\"], \"session_ids\": [\"e83bb1a3-4be3-4d2b-8f92-f8e70d80e0ab\", \"6e6e4ceb-0369-47ee-992d-5dd8f921d1a6\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 4.056}}, {\"13033\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-02-18 07:19:28.000000+00:00\", \"2020-01-20 17:01:17.000000+00:00\", \"2019-10-27 04:08:08.000000+00:00\", \"2021-09-08 16:49:20.000000+00:00\"], \"session_ids\": [\"b371699d-8599-49b8-b610-acbaf7ac9f96\", \"a325ac6c-15fd-47e4-bf20-a2270f16682c\", \"38824726-916d-4e6a-88e2-9dd68f2ae9f3\", \"dd3f256d-9fb1-4b8c-ad3f-de2aa9143cbc\"], \"total_duration\": 268.0, \"total_sessions\": 4, \"mean_week_duration\": 2.0}}, {\"73228\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-02-01 03:39:50.000000+00:00\", \"2019-11-23 21:41:06.000000+00:00\", \"2022-01-29 21:27:33.000000+00:00\", \"2021-02-06 19:07:06.000000+00:00\", \"2022-02-13 13:26:35.000000+00:00\", \"2022-09-09 13:25:17.000000+00:00\", \"2022-09-30 08:10:02.000000+00:00\", \"2019-01-07 21:01:36.000000+00:00\", \"2019-12-25 20:23:55.000000+00:00\", \"2020-11-27 23:42:28.000000+00:00\"], \"session_ids\": [\"a5f0e770-d2d7-4358-8263-e1da3dfe46ae\", \"25099189-aae3-4a83-92a2-5b2bb7eaa60c\", \"bec465eb-47df-45cb-9d06-7fca7a334841\", \"04859e69-e1f6-4479-a7b0-391a21adfce9\", \"23b4406e-16ca-4ce0-99e9-796ae8e213a5\", \"b94784de-39f6-48ba-8280-290c4e1b6154\", \"c327c3fa-dbdf-4f66-9dfd-6cc166c0036b\", \"6df89a6b-5992-4960-996f-bf0e03184472\", \"bff015ce-c965-4523-afb1-f04166d680d9\", \"8f1ffad0-39a1-4581-890a-2bb81511c132\"], \"total_duration\": 148.0, \"total_sessions\": 10, \"mean_week_duration\": 0.695}}, {\"4017\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-05-28 23:39:40.000000+00:00\", \"2021-11-22 04:09:47.000000+00:00\"], \"session_ids\": [\"fd854bc9-ed71-4d08-aaf3-c32adbb7eb5f\", \"ea4b0ede-c8f4-41ef-9f19-a13aca6f38f1\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 1.41}}, {\"48165\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-29 22:33:21.000000+00:00\", \"2022-09-19 17:04:34.000000+00:00\"], \"session_ids\": [\"906d5cff-8c61-4d22-ab61-efac693b2468\", \"816b9ba4-6c72-4c14-9404-e5bbfb628ac1\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 0.636}}, {\"60165\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-10-06 05:08:45.000000+00:00\", \"2019-05-29 19:16:14.000000+00:00\"], \"session_ids\": [\"7d3f5663-cb2c-4da9-8922-83b92390fdf0\", \"22c2af83-29af-4c51-8b25-d56e4a184bbe\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 3.474}}]\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 2 users who have total sessions strictly smaller than 9 and bigger than 2 and do sorting by sum of duration of sessions per week in asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"30995\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-18 08:44:51.000000+00:00\", \"2020-02-12 16:29:43.000000+00:00\", \"2021-05-29 07:23:54.000000+00:00\"], \"session_ids\": [\"b9de72fb-56eb-4fc8-b8ad-26425309245e\", \"d15370c3-97a1-4978-945e-dc03df8fd3bf\", \"070e6dea-7179-407d-bddf-54ffc303bbd3\"], \"total_duration\": 287.0, \"total_sessions\": 3, \"mean_week_duration\": 4.221}, \"66719\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-06-27 01:42:23.000000+00:00\", \"2020-06-02 11:43:56.000000+00:00\", \"2019-10-13 02:57:41.000000+00:00\"], \"session_ids\": [\"dd22aaf2-fbf6-45f1-9e3a-0ffc3234806b\", \"54376339-3d75-43a6-a9c6-44707d4b183c\", \"29bc35e1-acf3-4cd2-8c16-2a214cf0dd16\"], \"total_duration\": 122.0, \"total_sessions\": 3, \"mean_week_duration\": 2.49}, \"33685\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-02-04 01:19:12.000000+00:00\", \"2021-10-01 10:36:50.000000+00:00\"], \"session_ids\": [\"5bec2a26-fb9a-4afb-960b-b34a817572f1\", \"b1fd768d-9531-4153-9250-d0ebd4d35f57\"], \"total_duration\": 485.0, \"total_sessions\": 2, \"mean_week_duration\": 5.575}, \"53558\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-11-19 22:24:23.000000+00:00\", \"2022-04-24 23:25:51.000000+00:00\"], \"session_ids\": [\"b11c5cb6-64cb-4e1e-a67e-203f02b325e9\", \"9456e0c1-25b7-4966-8522-6e2f26d9d913\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 4.783}, \"3919\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-04-26 16:23:18.000000+00:00\", \"2021-12-09 13:28:51.000000+00:00\"], \"session_ids\": [\"5ee1858c-7a8d-4cc0-a226-04464ee00763\", \"57ea2fd4-6646-411e-b7c0-804ff3ea868c\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 1.167}, \"42967\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-03-25 23:27:50.000000+00:00\", \"2022-06-29 19:19:01.000000+00:00\", \"2021-05-04 15:11:05.000000+00:00\", \"2021-01-04 07:39:24.000000+00:00\", \"2019-11-15 05:34:41.000000+00:00\", \"2019-01-23 02:11:12.000000+00:00\", \"2020-03-31 17:46:02.000000+00:00\", \"2019-04-01 05:07:12.000000+00:00\", \"2022-03-27 12:00:15.000000+00:00\", \"2019-08-29 13:08:48.000000+00:00\"], \"session_ids\": [\"37444ea7-03fb-423e-a93a-107a961eba07\", \"1d3e9dc6-ab8d-4f78-aaec-1112d93d3a83\", \"b7d45564-6ae7-4541-99b4-ea952bf4ec34\", \"4902ce32-ba6c-443f-a60c-e66d8c4401ef\", \"d9455791-7190-465d-85e3-4a367940acf8\", \"d38e9908-9902-45a6-9def-e81bac711c47\", \"05d4dc34-5c30-462d-b93e-19afe8507fa8\", \"f9917d21-5c31-4fe2-bae8-7c9f8428c869\", \"8a893848-1e95-49cd-bdad-70c5acc47de4\", \"660223d6-4847-48d7-a14b-be2fe511fc82\"], \"total_duration\": 9303.0, \"total_sessions\": 10, \"mean_week_duration\": 51.972}, \"55035\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-02-18 07:47:15.000000+00:00\", \"2021-04-09 08:58:26.000000+00:00\", \"2022-09-16 04:08:22.000000+00:00\", \"2022-11-16 22:09:33.000000+00:00\"], \"session_ids\": [\"6e7af393-ed33-4b52-83e9-e3bef5fe1cc4\", \"4f373450-5d2c-43f0-afce-b2c0b40348ab\", \"a94e1bfe-0a42-4d51-be83-8e3230598b93\", \"3cd6cc95-87d2-47f5-a871-bf4daa5c71b5\"], \"total_duration\": 296.0, \"total_sessions\": 4, \"mean_week_duration\": 2.056}, \"60922\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-01-10 06:28:30.000000+00:00\", \"2019-04-22 16:13:25.000000+00:00\", \"2022-09-13 20:34:37.000000+00:00\", \"2023-06-15 12:55:22.000000+00:00\", \"2021-08-27 07:43:35.000000+00:00\"], \"session_ids\": [\"83dac5a0-a954-485e-bbdd-dea1bf88277e\", \"ae57b9d0-0054-477e-b69a-44e55716b2a0\", \"f558b45d-1ef3-4547-b3e8-c0ee4b996263\", \"aabbcf24-4f7f-4391-8e42-7165efc78a93\", \"819b9cfc-b265-4dec-9424-c03efcf65705\"], \"total_duration\": 3987.0, \"total_sessions\": 5, \"mean_week_duration\": 18.373}, \"41279\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-02-23 10:21:34.000000+00:00\", \"2023-01-20 20:31:23.000000+00:00\"], \"session_ids\": [\"35c8e7bf-a75c-461d-9771-d9f4227c3890\", \"97ae2396-bd17-46a8-ba4f-e6c73fa5aa3d\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 15.8}, \"45800\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-07-29 03:25:33.000000+00:00\", \"2021-07-21 07:29:37.000000+00:00\", \"2019-03-21 23:11:57.000000+00:00\", \"2022-12-06 22:06:46.000000+00:00\", \"2019-10-06 09:10:06.000000+00:00\"], \"session_ids\": [\"911a0dfc-ca71-4629-b7ae-08f280757d34\", \"7dde1bc5-e7f3-4f80-acf7-d266be3488a6\", \"169dd6c3-92f3-4b83-a381-1bbc524e48b1\", \"92ad34f7-49fd-4e92-9e15-2647a5e8057c\", \"b1ba9074-2b53-4d62-9dbe-36330dd77e56\"], \"total_duration\": 998.0, \"total_sessions\": 5, \"mean_week_duration\": 5.144}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or greater than 2 and are less than 9"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_sessions\": [[2, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"30995\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-18 08:44:51.000000+00:00\", \"2020-02-12 16:29:43.000000+00:00\", \"2021-05-29 07:23:54.000000+00:00\"], \"session_ids\": [\"b9de72fb-56eb-4fc8-b8ad-26425309245e\", \"d15370c3-97a1-4978-945e-dc03df8fd3bf\", \"070e6dea-7179-407d-bddf-54ffc303bbd3\"], \"total_duration\": 287.0, \"total_sessions\": 3, \"mean_week_duration\": 4.221}, \"66719\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-06-27 01:42:23.000000+00:00\", \"2020-06-02 11:43:56.000000+00:00\", \"2019-10-13 02:57:41.000000+00:00\"], \"session_ids\": [\"dd22aaf2-fbf6-45f1-9e3a-0ffc3234806b\", \"54376339-3d75-43a6-a9c6-44707d4b183c\", \"29bc35e1-acf3-4cd2-8c16-2a214cf0dd16\"], \"total_duration\": 122.0, \"total_sessions\": 3, \"mean_week_duration\": 2.49}, \"33685\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-02-04 01:19:12.000000+00:00\", \"2021-10-01 10:36:50.000000+00:00\"], \"session_ids\": [\"5bec2a26-fb9a-4afb-960b-b34a817572f1\", \"b1fd768d-9531-4153-9250-d0ebd4d35f57\"], \"total_duration\": 485.0, \"total_sessions\": 2, \"mean_week_duration\": 5.575}, \"53558\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-11-19 22:24:23.000000+00:00\", \"2022-04-24 23:25:51.000000+00:00\"], \"session_ids\": [\"b11c5cb6-64cb-4e1e-a67e-203f02b325e9\", \"9456e0c1-25b7-4966-8522-6e2f26d9d913\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 4.783}, \"3919\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-04-26 16:23:18.000000+00:00\", \"2021-12-09 13:28:51.000000+00:00\"], \"session_ids\": [\"5ee1858c-7a8d-4cc0-a226-04464ee00763\", \"57ea2fd4-6646-411e-b7c0-804ff3ea868c\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 1.167}, \"55035\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-02-18 07:47:15.000000+00:00\", \"2021-04-09 08:58:26.000000+00:00\", \"2022-09-16 04:08:22.000000+00:00\", \"2022-11-16 22:09:33.000000+00:00\"], \"session_ids\": [\"6e7af393-ed33-4b52-83e9-e3bef5fe1cc4\", \"4f373450-5d2c-43f0-afce-b2c0b40348ab\", \"a94e1bfe-0a42-4d51-be83-8e3230598b93\", \"3cd6cc95-87d2-47f5-a871-bf4daa5c71b5\"], \"total_duration\": 296.0, \"total_sessions\": 4, \"mean_week_duration\": 2.056}, \"60922\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-01-10 06:28:30.000000+00:00\", \"2019-04-22 16:13:25.000000+00:00\", \"2022-09-13 20:34:37.000000+00:00\", \"2023-06-15 12:55:22.000000+00:00\", \"2021-08-27 07:43:35.000000+00:00\"], \"session_ids\": [\"83dac5a0-a954-485e-bbdd-dea1bf88277e\", \"ae57b9d0-0054-477e-b69a-44e55716b2a0\", \"f558b45d-1ef3-4547-b3e8-c0ee4b996263\", \"aabbcf24-4f7f-4391-8e42-7165efc78a93\", \"819b9cfc-b265-4dec-9424-c03efcf65705\"], \"total_duration\": 3987.0, \"total_sessions\": 5, \"mean_week_duration\": 18.373}, \"41279\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-02-23 10:21:34.000000+00:00\", \"2023-01-20 20:31:23.000000+00:00\"], \"session_ids\": [\"35c8e7bf-a75c-461d-9771-d9f4227c3890\", \"97ae2396-bd17-46a8-ba4f-e6c73fa5aa3d\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 15.8}, \"45800\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-07-29 03:25:33.000000+00:00\", \"2021-07-21 07:29:37.000000+00:00\", \"2019-03-21 23:11:57.000000+00:00\", \"2022-12-06 22:06:46.000000+00:00\", \"2019-10-06 09:10:06.000000+00:00\"], \"session_ids\": [\"911a0dfc-ca71-4629-b7ae-08f280757d34\", \"7dde1bc5-e7f3-4f80-acf7-d266be3488a6\", \"169dd6c3-92f3-4b83-a381-1bbc524e48b1\", \"92ad34f7-49fd-4e92-9e15-2647a5e8057c\", \"b1ba9074-2b53-4d62-9dbe-36330dd77e56\"], \"total_duration\": 998.0, \"total_sessions\": 5, \"mean_week_duration\": 5.144}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"3919\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-04-26 16:23:18.000000+00:00\", \"2021-12-09 13:28:51.000000+00:00\"], \"session_ids\": [\"5ee1858c-7a8d-4cc0-a226-04464ee00763\", \"57ea2fd4-6646-411e-b7c0-804ff3ea868c\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 1.167}}, {\"55035\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-02-18 07:47:15.000000+00:00\", \"2021-04-09 08:58:26.000000+00:00\", \"2022-09-16 04:08:22.000000+00:00\", \"2022-11-16 22:09:33.000000+00:00\"], \"session_ids\": [\"6e7af393-ed33-4b52-83e9-e3bef5fe1cc4\", \"4f373450-5d2c-43f0-afce-b2c0b40348ab\", \"a94e1bfe-0a42-4d51-be83-8e3230598b93\", \"3cd6cc95-87d2-47f5-a871-bf4daa5c71b5\"], \"total_duration\": 296.0, \"total_sessions\": 4, \"mean_week_duration\": 2.056}}, {\"66719\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-06-27 01:42:23.000000+00:00\", \"2020-06-02 11:43:56.000000+00:00\", \"2019-10-13 02:57:41.000000+00:00\"], \"session_ids\": [\"dd22aaf2-fbf6-45f1-9e3a-0ffc3234806b\", \"54376339-3d75-43a6-a9c6-44707d4b183c\", \"29bc35e1-acf3-4cd2-8c16-2a214cf0dd16\"], \"total_duration\": 122.0, \"total_sessions\": 3, \"mean_week_duration\": 2.49}}, {\"30995\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-18 08:44:51.000000+00:00\", \"2020-02-12 16:29:43.000000+00:00\", \"2021-05-29 07:23:54.000000+00:00\"], \"session_ids\": [\"b9de72fb-56eb-4fc8-b8ad-26425309245e\", \"d15370c3-97a1-4978-945e-dc03df8fd3bf\", \"070e6dea-7179-407d-bddf-54ffc303bbd3\"], \"total_duration\": 287.0, \"total_sessions\": 3, \"mean_week_duration\": 4.221}}, {\"53558\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-11-19 22:24:23.000000+00:00\", \"2022-04-24 23:25:51.000000+00:00\"], \"session_ids\": [\"b11c5cb6-64cb-4e1e-a67e-203f02b325e9\", \"9456e0c1-25b7-4966-8522-6e2f26d9d913\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 4.783}}, {\"45800\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-07-29 03:25:33.000000+00:00\", \"2021-07-21 07:29:37.000000+00:00\", \"2019-03-21 23:11:57.000000+00:00\", \"2022-12-06 22:06:46.000000+00:00\", \"2019-10-06 09:10:06.000000+00:00\"], \"session_ids\": [\"911a0dfc-ca71-4629-b7ae-08f280757d34\", \"7dde1bc5-e7f3-4f80-acf7-d266be3488a6\", \"169dd6c3-92f3-4b83-a381-1bbc524e48b1\", \"92ad34f7-49fd-4e92-9e15-2647a5e8057c\", \"b1ba9074-2b53-4d62-9dbe-36330dd77e56\"], \"total_duration\": 998.0, \"total_sessions\": 5, \"mean_week_duration\": 5.144}}, {\"33685\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-02-04 01:19:12.000000+00:00\", \"2021-10-01 10:36:50.000000+00:00\"], \"session_ids\": [\"5bec2a26-fb9a-4afb-960b-b34a817572f1\", \"b1fd768d-9531-4153-9250-d0ebd4d35f57\"], \"total_duration\": 485.0, \"total_sessions\": 2, \"mean_week_duration\": 5.575}}, {\"41279\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-02-23 10:21:34.000000+00:00\", \"2023-01-20 20:31:23.000000+00:00\"], \"session_ids\": [\"35c8e7bf-a75c-461d-9771-d9f4227c3890\", \"97ae2396-bd17-46a8-ba4f-e6c73fa5aa3d\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 15.8}}, {\"60922\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-01-10 06:28:30.000000+00:00\", \"2019-04-22 16:13:25.000000+00:00\", \"2022-09-13 20:34:37.000000+00:00\", \"2023-06-15 12:55:22.000000+00:00\", \"2021-08-27 07:43:35.000000+00:00\"], \"session_ids\": [\"83dac5a0-a954-485e-bbdd-dea1bf88277e\", \"ae57b9d0-0054-477e-b69a-44e55716b2a0\", \"f558b45d-1ef3-4547-b3e8-c0ee4b996263\", \"aabbcf24-4f7f-4391-8e42-7165efc78a93\", \"819b9cfc-b265-4dec-9424-c03efcf65705\"], \"total_duration\": 3987.0, \"total_sessions\": 5, \"mean_week_duration\": 18.373}}]\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[{\"3919\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-04-26 16:23:18.000000+00:00\", \"2021-12-09 13:28:51.000000+00:00\"], \"session_ids\": [\"5ee1858c-7a8d-4cc0-a226-04464ee00763\", \"57ea2fd4-6646-411e-b7c0-804ff3ea868c\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 1.167}}, {\"55035\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-02-18 07:47:15.000000+00:00\", \"2021-04-09 08:58:26.000000+00:00\", \"2022-09-16 04:08:22.000000+00:00\", \"2022-11-16 22:09:33.000000+00:00\"], \"session_ids\": [\"6e7af393-ed33-4b52-83e9-e3bef5fe1cc4\", \"4f373450-5d2c-43f0-afce-b2c0b40348ab\", \"a94e1bfe-0a42-4d51-be83-8e3230598b93\", \"3cd6cc95-87d2-47f5-a871-bf4daa5c71b5\"], \"total_duration\": 296.0, \"total_sessions\": 4, \"mean_week_duration\": 2.056}}]\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[{\"3919\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-04-26 16:23:18.000000+00:00\", \"2021-12-09 13:28:51.000000+00:00\"], \"session_ids\": [\"5ee1858c-7a8d-4cc0-a226-04464ee00763\", \"57ea2fd4-6646-411e-b7c0-804ff3ea868c\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 1.167}}, {\"55035\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-02-18 07:47:15.000000+00:00\", \"2021-04-09 08:58:26.000000+00:00\", \"2022-09-16 04:08:22.000000+00:00\", \"2022-11-16 22:09:33.000000+00:00\"], \"session_ids\": [\"6e7af393-ed33-4b52-83e9-e3bef5fe1cc4\", \"4f373450-5d2c-43f0-afce-b2c0b40348ab\", \"a94e1bfe-0a42-4d51-be83-8e3230598b93\", \"3cd6cc95-87d2-47f5-a871-bf4daa5c71b5\"], \"total_duration\": 296.0, \"total_sessions\": 4, \"mean_week_duration\": 2.056}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about 2 users who don't live in cities Caracas, Athens, Dubai, New York City, Copenhagen and apply sorting by sum of duration 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{\"47213\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-15 23:01:01.000000+00:00\", \"2019-05-26 20:19:30.000000+00:00\"], \"session_ids\": [\"ecccfbd1-dc0a-4250-b23e-2fa6325af69d\", \"f982a587-9cb4-4ac7-ba97-7716291cf56e\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.127}, \"24486\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-06-19 05:19:37.000000+00:00\", \"2019-03-02 15:07:43.000000+00:00\"], \"session_ids\": [\"99f7c120-919c-40fd-a644-3b1370fdd833\", \"61171dc6-24dc-4c93-a5de-15e682a0496f\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 4.162}, \"11508\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-05 07:17:42.000000+00:00\", \"2021-08-31 05:38:08.000000+00:00\", \"2020-05-22 13:09:58.000000+00:00\"], \"session_ids\": [\"059e12e0-5238-4324-ba1c-c015d9f8f1cf\", \"c31bbf8d-a5e7-4d10-b047-4516a25c26da\", \"aa633d1f-baa1-40a7-9888-d4f95501d577\"], \"total_duration\": 32.0, \"total_sessions\": 3, \"mean_week_duration\": 0.464}, \"94116\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 6, \"Fallout Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2019-12-14 09:08:54.000000+00:00\", \"2019-11-04 17:07:43.000000+00:00\"], \"session_ids\": [\"7cbdc060-6d17-4cca-982a-884ef7dbad63\", \"0a159752-dd0c-4390-b6b3-483cb5856e2b\"], \"total_duration\": 406.0, \"total_sessions\": 2, \"mean_week_duration\": 67.667}, \"68049\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-07-26 20:17:54.000000+00:00\", \"2019-02-13 18:03:42.000000+00:00\", \"2021-11-23 10:42:33.000000+00:00\"], \"session_ids\": [\"6a6e4f07-4e8e-4f5a-9926-3d8f2af43409\", \"5213dce7-4f52-474d-81e4-8ca2ae5a66d2\", \"194437be-a00a-4143-b43e-cd2d0372f703\"], \"total_duration\": 291.0, \"total_sessions\": 3, \"mean_week_duration\": 1.617}, \"37005\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-02-20 08:18:13.000000+00:00\", \"2020-11-09 11:40:36.000000+00:00\"], \"session_ids\": [\"9b657f1b-4d8b-4919-b090-a9679443398e\", \"0b9c1166-d185-4685-a20d-bb3314059f14\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 4.776}, \"90766\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-03-10 05:13:50.000000+00:00\", \"2021-06-04 08:12:52.000000+00:00\", \"2023-06-28 06:08:03.000000+00:00\", \"2019-08-25 15:01:34.000000+00:00\"], \"session_ids\": [\"e0f2b06a-7462-4147-b70a-d4a88fab7c87\", \"9bd62238-f807-4aa2-a6ac-315cd16ff629\", \"33ca0630-e97e-48b0-ae3d-4ed707ac6ecb\", \"7a2e266e-944d-4d45-85cf-b5898fa7959f\"], \"total_duration\": 305.0, \"total_sessions\": 4, \"mean_week_duration\": 1.517}, \"25963\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2023-02-19 10:52:19.000000+00:00\", \"2019-08-29 14:32:17.000000+00:00\", \"2021-10-04 18:48:33.000000+00:00\"], \"session_ids\": [\"60b72658-5d53-4939-bc74-30aa422b6643\", \"59eb3cf3-736b-42a7-ad49-6b70da1188fc\", \"b334ac79-cd9f-45f2-a3bc-2427f611109f\"], \"total_duration\": 623.0, \"total_sessions\": 3, \"mean_week_duration\": 3.423}, \"37550\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-03-19 07:21:40.000000+00:00\", \"2021-12-10 20:40:02.000000+00:00\", \"2020-12-24 05:40:46.000000+00:00\", \"2020-06-29 07:37:42.000000+00:00\", \"2021-01-13 00:24:06.000000+00:00\", \"2020-05-21 18:10:34.000000+00:00\"], \"session_ids\": [\"7b23eedf-2dda-4b1c-96c6-b4a1783b6b55\", \"3c569842-a026-4c15-a991-fe20cad65e96\", \"22b26767-b646-4899-b533-9b4a81d88f7d\", \"1cafb0ad-7caa-4181-9cf0-d9afc6d3c285\", \"3c86a3d8-175c-41c6-a6e0-b75367ac4774\", \"b336bd39-df59-4fe2-ad14-05b4e7a2ca4a\"], \"total_duration\": 187.0, \"total_sessions\": 6, \"mean_week_duration\": 1.308}, \"61579\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-02 08:11:11.000000+00:00\", \"2020-04-27 19:52:47.000000+00:00\"], \"session_ids\": [\"c6ffd80d-5d13-4fec-bf13-270438539b54\", \"1a4025e4-6e1d-4a98-a32a-deca45d9b153\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.261}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are not Caracas, Athens, Dubai, New York City, Copenhagen"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Caracas\", \"Athens\", \"Dubai\", \"New York City\", \"Copenhagen\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"47213\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-15 23:01:01.000000+00:00\", \"2019-05-26 20:19:30.000000+00:00\"], \"session_ids\": [\"ecccfbd1-dc0a-4250-b23e-2fa6325af69d\", \"f982a587-9cb4-4ac7-ba97-7716291cf56e\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.127}, \"24486\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-06-19 05:19:37.000000+00:00\", \"2019-03-02 15:07:43.000000+00:00\"], \"session_ids\": [\"99f7c120-919c-40fd-a644-3b1370fdd833\", \"61171dc6-24dc-4c93-a5de-15e682a0496f\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 4.162}, \"11508\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-05 07:17:42.000000+00:00\", \"2021-08-31 05:38:08.000000+00:00\", \"2020-05-22 13:09:58.000000+00:00\"], \"session_ids\": [\"059e12e0-5238-4324-ba1c-c015d9f8f1cf\", \"c31bbf8d-a5e7-4d10-b047-4516a25c26da\", \"aa633d1f-baa1-40a7-9888-d4f95501d577\"], \"total_duration\": 32.0, \"total_sessions\": 3, \"mean_week_duration\": 0.464}, \"94116\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 6, \"Fallout Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2019-12-14 09:08:54.000000+00:00\", \"2019-11-04 17:07:43.000000+00:00\"], \"session_ids\": [\"7cbdc060-6d17-4cca-982a-884ef7dbad63\", \"0a159752-dd0c-4390-b6b3-483cb5856e2b\"], \"total_duration\": 406.0, \"total_sessions\": 2, \"mean_week_duration\": 67.667}, \"68049\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-07-26 20:17:54.000000+00:00\", \"2019-02-13 18:03:42.000000+00:00\", \"2021-11-23 10:42:33.000000+00:00\"], \"session_ids\": [\"6a6e4f07-4e8e-4f5a-9926-3d8f2af43409\", \"5213dce7-4f52-474d-81e4-8ca2ae5a66d2\", \"194437be-a00a-4143-b43e-cd2d0372f703\"], \"total_duration\": 291.0, \"total_sessions\": 3, \"mean_week_duration\": 1.617}, \"37005\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-02-20 08:18:13.000000+00:00\", \"2020-11-09 11:40:36.000000+00:00\"], \"session_ids\": [\"9b657f1b-4d8b-4919-b090-a9679443398e\", \"0b9c1166-d185-4685-a20d-bb3314059f14\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 4.776}, \"90766\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-03-10 05:13:50.000000+00:00\", \"2021-06-04 08:12:52.000000+00:00\", \"2023-06-28 06:08:03.000000+00:00\", \"2019-08-25 15:01:34.000000+00:00\"], \"session_ids\": [\"e0f2b06a-7462-4147-b70a-d4a88fab7c87\", \"9bd62238-f807-4aa2-a6ac-315cd16ff629\", \"33ca0630-e97e-48b0-ae3d-4ed707ac6ecb\", \"7a2e266e-944d-4d45-85cf-b5898fa7959f\"], \"total_duration\": 305.0, \"total_sessions\": 4, \"mean_week_duration\": 1.517}, \"25963\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2023-02-19 10:52:19.000000+00:00\", \"2019-08-29 14:32:17.000000+00:00\", \"2021-10-04 18:48:33.000000+00:00\"], \"session_ids\": [\"60b72658-5d53-4939-bc74-30aa422b6643\", \"59eb3cf3-736b-42a7-ad49-6b70da1188fc\", \"b334ac79-cd9f-45f2-a3bc-2427f611109f\"], \"total_duration\": 623.0, \"total_sessions\": 3, \"mean_week_duration\": 3.423}, \"37550\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-03-19 07:21:40.000000+00:00\", \"2021-12-10 20:40:02.000000+00:00\", \"2020-12-24 05:40:46.000000+00:00\", \"2020-06-29 07:37:42.000000+00:00\", \"2021-01-13 00:24:06.000000+00:00\", \"2020-05-21 18:10:34.000000+00:00\"], \"session_ids\": [\"7b23eedf-2dda-4b1c-96c6-b4a1783b6b55\", \"3c569842-a026-4c15-a991-fe20cad65e96\", \"22b26767-b646-4899-b533-9b4a81d88f7d\", \"1cafb0ad-7caa-4181-9cf0-d9afc6d3c285\", \"3c86a3d8-175c-41c6-a6e0-b75367ac4774\", \"b336bd39-df59-4fe2-ad14-05b4e7a2ca4a\"], \"total_duration\": 187.0, \"total_sessions\": 6, \"mean_week_duration\": 1.308}, \"61579\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-02 08:11:11.000000+00:00\", \"2020-04-27 19:52:47.000000+00:00\"], \"session_ids\": [\"c6ffd80d-5d13-4fec-bf13-270438539b54\", \"1a4025e4-6e1d-4a98-a32a-deca45d9b153\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.261}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"61579\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-02 08:11:11.000000+00:00\", \"2020-04-27 19:52:47.000000+00:00\"], \"session_ids\": [\"c6ffd80d-5d13-4fec-bf13-270438539b54\", \"1a4025e4-6e1d-4a98-a32a-deca45d9b153\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.261}}, {\"47213\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-15 23:01:01.000000+00:00\", \"2019-05-26 20:19:30.000000+00:00\"], \"session_ids\": [\"ecccfbd1-dc0a-4250-b23e-2fa6325af69d\", \"f982a587-9cb4-4ac7-ba97-7716291cf56e\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.127}}, {\"11508\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-05 07:17:42.000000+00:00\", \"2021-08-31 05:38:08.000000+00:00\", \"2020-05-22 13:09:58.000000+00:00\"], \"session_ids\": [\"059e12e0-5238-4324-ba1c-c015d9f8f1cf\", \"c31bbf8d-a5e7-4d10-b047-4516a25c26da\", \"aa633d1f-baa1-40a7-9888-d4f95501d577\"], \"total_duration\": 32.0, \"total_sessions\": 3, \"mean_week_duration\": 0.464}}, {\"37550\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-03-19 07:21:40.000000+00:00\", \"2021-12-10 20:40:02.000000+00:00\", \"2020-12-24 05:40:46.000000+00:00\", \"2020-06-29 07:37:42.000000+00:00\", \"2021-01-13 00:24:06.000000+00:00\", \"2020-05-21 18:10:34.000000+00:00\"], \"session_ids\": [\"7b23eedf-2dda-4b1c-96c6-b4a1783b6b55\", \"3c569842-a026-4c15-a991-fe20cad65e96\", \"22b26767-b646-4899-b533-9b4a81d88f7d\", \"1cafb0ad-7caa-4181-9cf0-d9afc6d3c285\", \"3c86a3d8-175c-41c6-a6e0-b75367ac4774\", \"b336bd39-df59-4fe2-ad14-05b4e7a2ca4a\"], \"total_duration\": 187.0, \"total_sessions\": 6, \"mean_week_duration\": 1.308}}, {\"24486\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-06-19 05:19:37.000000+00:00\", \"2019-03-02 15:07:43.000000+00:00\"], \"session_ids\": [\"99f7c120-919c-40fd-a644-3b1370fdd833\", \"61171dc6-24dc-4c93-a5de-15e682a0496f\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 4.162}}, {\"68049\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-07-26 20:17:54.000000+00:00\", \"2019-02-13 18:03:42.000000+00:00\", \"2021-11-23 10:42:33.000000+00:00\"], \"session_ids\": [\"6a6e4f07-4e8e-4f5a-9926-3d8f2af43409\", \"5213dce7-4f52-474d-81e4-8ca2ae5a66d2\", \"194437be-a00a-4143-b43e-cd2d0372f703\"], \"total_duration\": 291.0, \"total_sessions\": 3, \"mean_week_duration\": 1.617}}, {\"90766\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-03-10 05:13:50.000000+00:00\", \"2021-06-04 08:12:52.000000+00:00\", \"2023-06-28 06:08:03.000000+00:00\", \"2019-08-25 15:01:34.000000+00:00\"], \"session_ids\": [\"e0f2b06a-7462-4147-b70a-d4a88fab7c87\", \"9bd62238-f807-4aa2-a6ac-315cd16ff629\", \"33ca0630-e97e-48b0-ae3d-4ed707ac6ecb\", \"7a2e266e-944d-4d45-85cf-b5898fa7959f\"], \"total_duration\": 305.0, \"total_sessions\": 4, \"mean_week_duration\": 1.517}}, {\"37005\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-02-20 08:18:13.000000+00:00\", \"2020-11-09 11:40:36.000000+00:00\"], \"session_ids\": [\"9b657f1b-4d8b-4919-b090-a9679443398e\", \"0b9c1166-d185-4685-a20d-bb3314059f14\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 4.776}}, {\"94116\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 6, \"Fallout Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2019-12-14 09:08:54.000000+00:00\", \"2019-11-04 17:07:43.000000+00:00\"], \"session_ids\": [\"7cbdc060-6d17-4cca-982a-884ef7dbad63\", \"0a159752-dd0c-4390-b6b3-483cb5856e2b\"], \"total_duration\": 406.0, \"total_sessions\": 2, \"mean_week_duration\": 67.667}}, {\"25963\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2023-02-19 10:52:19.000000+00:00\", \"2019-08-29 14:32:17.000000+00:00\", \"2021-10-04 18:48:33.000000+00:00\"], \"session_ids\": [\"60b72658-5d53-4939-bc74-30aa422b6643\", \"59eb3cf3-736b-42a7-ad49-6b70da1188fc\", \"b334ac79-cd9f-45f2-a3bc-2427f611109f\"], \"total_duration\": 623.0, \"total_sessions\": 3, \"mean_week_duration\": 3.423}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"61579\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-02 08:11:11.000000+00:00\", \"2020-04-27 19:52:47.000000+00:00\"], \"session_ids\": [\"c6ffd80d-5d13-4fec-bf13-270438539b54\", \"1a4025e4-6e1d-4a98-a32a-deca45d9b153\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.261}}, {\"47213\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-15 23:01:01.000000+00:00\", \"2019-05-26 20:19:30.000000+00:00\"], \"session_ids\": [\"ecccfbd1-dc0a-4250-b23e-2fa6325af69d\", \"f982a587-9cb4-4ac7-ba97-7716291cf56e\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.127}}]\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[{\"61579\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-02 08:11:11.000000+00:00\", \"2020-04-27 19:52:47.000000+00:00\"], \"session_ids\": [\"c6ffd80d-5d13-4fec-bf13-270438539b54\", \"1a4025e4-6e1d-4a98-a32a-deca45d9b153\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.261}}, {\"47213\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-15 23:01:01.000000+00:00\", \"2019-05-26 20:19:30.000000+00:00\"], \"session_ids\": [\"ecccfbd1-dc0a-4250-b23e-2fa6325af69d\", \"f982a587-9cb4-4ac7-ba97-7716291cf56e\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.127}}]\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 users to me with a duration of sessions per week that is lower than 17, exclusive as well as sort by total_duration form the lowest value to the highest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"66526\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-11-21 10:57:03.000000+00:00\", \"2022-05-03 00:45:02.000000+00:00\", \"2021-10-21 11:21:13.000000+00:00\", \"2019-06-17 16:14:38.000000+00:00\", \"2019-09-20 04:39:16.000000+00:00\", \"2019-08-11 09:57:23.000000+00:00\", \"2022-06-03 05:40:57.000000+00:00\", \"2020-05-06 23:59:01.000000+00:00\", \"2021-02-08 01:31:43.000000+00:00\", \"2020-03-09 13:27:30.000000+00:00\"], \"session_ids\": [\"f675f8b2-06a4-4de0-8c73-c113b9ec7bea\", \"67edc294-59e7-43af-85b8-0b0ca85954ea\", \"ee660cb3-4138-4fa4-8ee0-06c044c5c887\", \"f3de750c-dea0-431c-858a-a0edb1e521da\", \"99c42d34-e2f2-4f03-99aa-46326e0297ea\", \"913800ef-9499-4415-bfb9-b4c25d9f8d19\", \"eb335abc-334e-4ec6-8b0a-9ef1ff8559db\", \"103dea37-5d50-4ff3-bb6c-5f379ab1dcac\", \"01a93e77-5336-4d21-8158-0d86cf04004d\", \"fbe3ddad-735d-4fd3-9c65-dec0b1612b95\"], \"total_duration\": 8241.0, \"total_sessions\": 10, \"mean_week_duration\": 53.168}, \"37515\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-09-11 15:43:23.000000+00:00\", \"2021-10-26 15:02:35.000000+00:00\", \"2023-03-09 06:49:32.000000+00:00\"], \"session_ids\": [\"0c874beb-6186-4f36-ab9f-ba74af200657\", \"3c1f7ac4-896e-4b1a-8265-57b8a88a9921\", \"7d82c8f3-aca1-40e3-84ba-4d1831bbdbcb\"], \"total_duration\": 570.0, \"total_sessions\": 3, \"mean_week_duration\": 4.385}, \"75148\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-04-27 10:18:38.000000+00:00\", \"2023-06-09 17:58:41.000000+00:00\"], \"session_ids\": [\"b7abe8e6-0ae4-4cd6-baf3-7ae903bd9f38\", \"78456157-c2ef-46c3-90cc-e73174136c46\"], \"total_duration\": 386.0, \"total_sessions\": 2, \"mean_week_duration\": 2.368}, \"71952\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-11-24 13:06:49.000000+00:00\", \"2019-04-24 09:12:41.000000+00:00\", \"2019-09-26 23:16:50.000000+00:00\"], \"session_ids\": [\"8044ceab-e81f-47f0-9b9d-1286d0b2aec9\", \"dd49b93f-f721-4907-96eb-c428505da939\", \"15646ee0-062b-4ee4-9a3b-99595c10d8cb\"], \"total_duration\": 357.0, \"total_sessions\": 3, \"mean_week_duration\": 2.644}, \"91251\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-04-14 06:33:03.000000+00:00\", \"2020-10-24 11:25:52.000000+00:00\"], \"session_ids\": [\"81b8f067-7b58-48cd-8c40-94b785997271\", \"65024593-9a9a-4ad3-b533-17528fdf469f\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 2.714}, \"44537\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-02-09 00:04:47.000000+00:00\", \"2021-08-30 13:28:49.000000+00:00\"], \"session_ids\": [\"51f571c8-3552-46ad-9cff-9c2401a8d2dd\", \"ab68223b-d147-4471-a320-6721f3dad17d\"], \"total_duration\": 145.0, \"total_sessions\": 2, \"mean_week_duration\": 1.082}, \"66614\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-12-15 18:37:22.000000+00:00\", \"2022-04-10 20:34:45.000000+00:00\"], \"session_ids\": [\"ebe8c7f7-b36d-42bb-a22e-e1fcdac5fff9\", \"9a53cfc9-5275-4313-844e-900beec1f861\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 1.882}, \"15301\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-07-26 17:17:57.000000+00:00\", \"2023-06-24 15:20:37.000000+00:00\"], \"session_ids\": [\"14fd636e-e380-43bd-acb0-d7eea1c3dbd5\", \"0a1321a9-2649-48bd-ae92-081b65df432c\"], \"total_duration\": 108.0, \"total_sessions\": 2, \"mean_week_duration\": 2.25}, \"90840\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-08-27 21:47:47.000000+00:00\", \"2021-07-19 04:28:06.000000+00:00\", \"2019-05-29 22:21:07.000000+00:00\", \"2021-05-24 17:08:04.000000+00:00\", \"2022-01-10 22:09:01.000000+00:00\", \"2019-06-10 23:38:05.000000+00:00\"], \"session_ids\": [\"df91ca1a-9c7d-483e-9256-7e8a4224b8d6\", \"efd220d5-7877-46ca-bb6a-d4aac3fb429f\", \"48e91b03-e1cb-4771-b722-169ecae5813a\", \"221e56d7-3d47-47fb-a8c7-8b5a4d61e1b6\", \"c4aa0833-dc8a-4f5c-8a0c-5fac3bb891be\", \"ac86bf74-4bf4-4d2f-9e14-9434a2715fce\"], \"total_duration\": 6642.0, \"total_sessions\": 6, \"mean_week_duration\": 39.071}, \"25160\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-11-19 04:12:54.000000+00:00\", \"2022-10-30 06:47:38.000000+00:00\", \"2022-07-17 10:11:30.000000+00:00\"], \"session_ids\": [\"d75977b9-6eb6-4a4c-b573-60b4239614af\", \"945e2b30-a6f3-4ec4-9572-9d936b91420d\", \"814dad42-0cb0-402d-9ced-efa62a3befb9\"], \"total_duration\": 636.0, \"total_sessions\": 3, \"mean_week_duration\": 4.13}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are less than 17"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\"]]}, \"all_values\": {\"mean_week_duration\": [[17, 35]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"37515\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-09-11 15:43:23.000000+00:00\", \"2021-10-26 15:02:35.000000+00:00\", \"2023-03-09 06:49:32.000000+00:00\"], \"session_ids\": [\"0c874beb-6186-4f36-ab9f-ba74af200657\", \"3c1f7ac4-896e-4b1a-8265-57b8a88a9921\", \"7d82c8f3-aca1-40e3-84ba-4d1831bbdbcb\"], \"total_duration\": 570.0, \"total_sessions\": 3, \"mean_week_duration\": 4.385}, \"75148\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-04-27 10:18:38.000000+00:00\", \"2023-06-09 17:58:41.000000+00:00\"], \"session_ids\": [\"b7abe8e6-0ae4-4cd6-baf3-7ae903bd9f38\", \"78456157-c2ef-46c3-90cc-e73174136c46\"], \"total_duration\": 386.0, \"total_sessions\": 2, \"mean_week_duration\": 2.368}, \"71952\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-11-24 13:06:49.000000+00:00\", \"2019-04-24 09:12:41.000000+00:00\", \"2019-09-26 23:16:50.000000+00:00\"], \"session_ids\": [\"8044ceab-e81f-47f0-9b9d-1286d0b2aec9\", \"dd49b93f-f721-4907-96eb-c428505da939\", \"15646ee0-062b-4ee4-9a3b-99595c10d8cb\"], \"total_duration\": 357.0, \"total_sessions\": 3, \"mean_week_duration\": 2.644}, \"91251\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-04-14 06:33:03.000000+00:00\", \"2020-10-24 11:25:52.000000+00:00\"], \"session_ids\": [\"81b8f067-7b58-48cd-8c40-94b785997271\", \"65024593-9a9a-4ad3-b533-17528fdf469f\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 2.714}, \"44537\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-02-09 00:04:47.000000+00:00\", \"2021-08-30 13:28:49.000000+00:00\"], \"session_ids\": [\"51f571c8-3552-46ad-9cff-9c2401a8d2dd\", \"ab68223b-d147-4471-a320-6721f3dad17d\"], \"total_duration\": 145.0, \"total_sessions\": 2, \"mean_week_duration\": 1.082}, \"66614\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-12-15 18:37:22.000000+00:00\", \"2022-04-10 20:34:45.000000+00:00\"], \"session_ids\": [\"ebe8c7f7-b36d-42bb-a22e-e1fcdac5fff9\", \"9a53cfc9-5275-4313-844e-900beec1f861\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 1.882}, \"15301\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-07-26 17:17:57.000000+00:00\", \"2023-06-24 15:20:37.000000+00:00\"], \"session_ids\": [\"14fd636e-e380-43bd-acb0-d7eea1c3dbd5\", \"0a1321a9-2649-48bd-ae92-081b65df432c\"], \"total_duration\": 108.0, \"total_sessions\": 2, \"mean_week_duration\": 2.25}, \"25160\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-11-19 04:12:54.000000+00:00\", \"2022-10-30 06:47:38.000000+00:00\", \"2022-07-17 10:11:30.000000+00:00\"], \"session_ids\": [\"d75977b9-6eb6-4a4c-b573-60b4239614af\", \"945e2b30-a6f3-4ec4-9572-9d936b91420d\", \"814dad42-0cb0-402d-9ced-efa62a3befb9\"], \"total_duration\": 636.0, \"total_sessions\": 3, \"mean_week_duration\": 4.13}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"66614\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-12-15 18:37:22.000000+00:00\", \"2022-04-10 20:34:45.000000+00:00\"], \"session_ids\": [\"ebe8c7f7-b36d-42bb-a22e-e1fcdac5fff9\", \"9a53cfc9-5275-4313-844e-900beec1f861\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 1.882}}, {\"15301\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-07-26 17:17:57.000000+00:00\", \"2023-06-24 15:20:37.000000+00:00\"], \"session_ids\": [\"14fd636e-e380-43bd-acb0-d7eea1c3dbd5\", \"0a1321a9-2649-48bd-ae92-081b65df432c\"], \"total_duration\": 108.0, \"total_sessions\": 2, \"mean_week_duration\": 2.25}}, {\"44537\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-02-09 00:04:47.000000+00:00\", \"2021-08-30 13:28:49.000000+00:00\"], \"session_ids\": [\"51f571c8-3552-46ad-9cff-9c2401a8d2dd\", \"ab68223b-d147-4471-a320-6721f3dad17d\"], \"total_duration\": 145.0, \"total_sessions\": 2, \"mean_week_duration\": 1.082}}, {\"91251\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-04-14 06:33:03.000000+00:00\", \"2020-10-24 11:25:52.000000+00:00\"], \"session_ids\": [\"81b8f067-7b58-48cd-8c40-94b785997271\", \"65024593-9a9a-4ad3-b533-17528fdf469f\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 2.714}}, {\"71952\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-11-24 13:06:49.000000+00:00\", \"2019-04-24 09:12:41.000000+00:00\", \"2019-09-26 23:16:50.000000+00:00\"], \"session_ids\": [\"8044ceab-e81f-47f0-9b9d-1286d0b2aec9\", \"dd49b93f-f721-4907-96eb-c428505da939\", \"15646ee0-062b-4ee4-9a3b-99595c10d8cb\"], \"total_duration\": 357.0, \"total_sessions\": 3, \"mean_week_duration\": 2.644}}, {\"75148\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-04-27 10:18:38.000000+00:00\", \"2023-06-09 17:58:41.000000+00:00\"], \"session_ids\": [\"b7abe8e6-0ae4-4cd6-baf3-7ae903bd9f38\", \"78456157-c2ef-46c3-90cc-e73174136c46\"], \"total_duration\": 386.0, \"total_sessions\": 2, \"mean_week_duration\": 2.368}}, {\"37515\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-09-11 15:43:23.000000+00:00\", \"2021-10-26 15:02:35.000000+00:00\", \"2023-03-09 06:49:32.000000+00:00\"], \"session_ids\": [\"0c874beb-6186-4f36-ab9f-ba74af200657\", \"3c1f7ac4-896e-4b1a-8265-57b8a88a9921\", \"7d82c8f3-aca1-40e3-84ba-4d1831bbdbcb\"], \"total_duration\": 570.0, \"total_sessions\": 3, \"mean_week_duration\": 4.385}}, {\"25160\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-11-19 04:12:54.000000+00:00\", \"2022-10-30 06:47:38.000000+00:00\", \"2022-07-17 10:11:30.000000+00:00\"], \"session_ids\": [\"d75977b9-6eb6-4a4c-b573-60b4239614af\", \"945e2b30-a6f3-4ec4-9572-9d936b91420d\", \"814dad42-0cb0-402d-9ced-efa62a3befb9\"], \"total_duration\": 636.0, \"total_sessions\": 3, \"mean_week_duration\": 4.13}}]\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[{\"66614\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-12-15 18:37:22.000000+00:00\", \"2022-04-10 20:34:45.000000+00:00\"], \"session_ids\": [\"ebe8c7f7-b36d-42bb-a22e-e1fcdac5fff9\", \"9a53cfc9-5275-4313-844e-900beec1f861\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 1.882}}, {\"15301\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-07-26 17:17:57.000000+00:00\", \"2023-06-24 15:20:37.000000+00:00\"], \"session_ids\": [\"14fd636e-e380-43bd-acb0-d7eea1c3dbd5\", \"0a1321a9-2649-48bd-ae92-081b65df432c\"], \"total_duration\": 108.0, \"total_sessions\": 2, \"mean_week_duration\": 2.25}}, {\"44537\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-02-09 00:04:47.000000+00:00\", \"2021-08-30 13:28:49.000000+00:00\"], \"session_ids\": [\"51f571c8-3552-46ad-9cff-9c2401a8d2dd\", \"ab68223b-d147-4471-a320-6721f3dad17d\"], \"total_duration\": 145.0, \"total_sessions\": 2, \"mean_week_duration\": 1.082}}, {\"91251\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-04-14 06:33:03.000000+00:00\", \"2020-10-24 11:25:52.000000+00:00\"], \"session_ids\": [\"81b8f067-7b58-48cd-8c40-94b785997271\", \"65024593-9a9a-4ad3-b533-17528fdf469f\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 2.714}}, {\"71952\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-11-24 13:06:49.000000+00:00\", \"2019-04-24 09:12:41.000000+00:00\", \"2019-09-26 23:16:50.000000+00:00\"], \"session_ids\": [\"8044ceab-e81f-47f0-9b9d-1286d0b2aec9\", \"dd49b93f-f721-4907-96eb-c428505da939\", \"15646ee0-062b-4ee4-9a3b-99595c10d8cb\"], \"total_duration\": 357.0, \"total_sessions\": 3, \"mean_week_duration\": 2.644}}, {\"75148\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-04-27 10:18:38.000000+00:00\", \"2023-06-09 17:58:41.000000+00:00\"], \"session_ids\": [\"b7abe8e6-0ae4-4cd6-baf3-7ae903bd9f38\", \"78456157-c2ef-46c3-90cc-e73174136c46\"], \"total_duration\": 386.0, \"total_sessions\": 2, \"mean_week_duration\": 2.368}}, {\"37515\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-09-11 15:43:23.000000+00:00\", \"2021-10-26 15:02:35.000000+00:00\", \"2023-03-09 06:49:32.000000+00:00\"], \"session_ids\": [\"0c874beb-6186-4f36-ab9f-ba74af200657\", \"3c1f7ac4-896e-4b1a-8265-57b8a88a9921\", \"7d82c8f3-aca1-40e3-84ba-4d1831bbdbcb\"], \"total_duration\": 570.0, \"total_sessions\": 3, \"mean_week_duration\": 4.385}}, {\"25160\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-11-19 04:12:54.000000+00:00\", \"2022-10-30 06:47:38.000000+00:00\", \"2022-07-17 10:11:30.000000+00:00\"], \"session_ids\": [\"d75977b9-6eb6-4a4c-b573-60b4239614af\", \"945e2b30-a6f3-4ec4-9572-9d936b91420d\", \"814dad42-0cb0-402d-9ced-efa62a3befb9\"], \"total_duration\": 636.0, \"total_sessions\": 3, \"mean_week_duration\": 4.13}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I need to get information about 7 users who have time using the app strictly smaller than AAA additionaly apply sorting by sum of duration of sessions per week in descending additionaly 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{\"35773\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-09-14 13:18:21.000000+00:00\", \"2021-12-27 12:43:24.000000+00:00\", \"2021-09-12 20:01:26.000000+00:00\"], \"session_ids\": [\"52f41b53-853e-4114-89ae-4d261c62ea16\", \"a43067bf-96f3-47e0-84e1-d62a79b8d90e\", \"a2a4b086-e2d1-49c0-8ae1-9dcad20293ff\"], \"total_duration\": 600.0, \"total_sessions\": 3, \"mean_week_duration\": 40.0}, \"1411\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-23 16:07:02.000000+00:00\", \"2022-12-17 01:37:08.000000+00:00\"], \"session_ids\": [\"5d0c9494-0561-48b5-86d9-0562a4846ee3\", \"f0c38df7-9584-4cd8-b5ae-f929f8a2c320\"], \"total_duration\": 223.0, \"total_sessions\": 2, \"mean_week_duration\": 1.664}, \"79404\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-12-11 06:39:38.000000+00:00\", \"2022-11-24 11:51:14.000000+00:00\"], \"session_ids\": [\"2077718f-5e26-462a-9b96-fe8ed42c3c6f\", \"530dc5a2-85c0-4444-843d-8c37d0c703c1\"], \"total_duration\": 469.0, \"total_sessions\": 2, \"mean_week_duration\": 4.598}, \"49463\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-02-10 04:44:08.000000+00:00\", \"2022-08-16 04:45:42.000000+00:00\"], \"session_ids\": [\"e90a9092-8b0c-4660-a36e-10227e84d4b7\", \"779901e6-c64b-4bf1-932f-cf3eb2d9e200\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 9.269}, \"14353\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-02-04 21:29:43.000000+00:00\", \"2019-05-28 10:03:36.000000+00:00\", \"2020-03-08 08:20:07.000000+00:00\", \"2023-06-23 08:27:18.000000+00:00\", \"2020-06-02 04:46:38.000000+00:00\"], \"session_ids\": [\"c79c8c18-37e2-4602-bb9f-ae0d670751a5\", \"7f458d1c-6e25-489a-8b3a-28d5c42e4e29\", \"e76c6650-56e1-4438-a983-377f71f5695b\", \"0f23c3b1-52d7-4431-b925-bb8073fc91a2\", \"be220b8e-80ba-4749-8825-97a8982c1882\"], \"total_duration\": 531.0, \"total_sessions\": 5, \"mean_week_duration\": 2.493}, \"78629\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-03-04 14:54:50.000000+00:00\", \"2023-04-10 19:19:59.000000+00:00\"], \"session_ids\": [\"5a038c1d-633b-4a6b-9fab-f4dec95b0b8e\", \"4e4fcf39-817f-47eb-9304-5de5d91d3138\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 25.167}, \"16495\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-04-18 10:55:20.000000+00:00\", \"2019-03-08 18:24:25.000000+00:00\"], \"session_ids\": [\"05124a8a-77ee-4828-8396-1449ff18b904\", \"e16b8a53-d399-4473-ab5d-4857b6ed063e\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 2.414}, \"69399\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-27 19:27:42.000000+00:00\", \"2019-04-25 07:27:00.000000+00:00\"], \"session_ids\": [\"49775a51-170c-4385-aaee-05b7c09090a0\", \"8147a8cb-6f37-4c8c-aa3d-3eec80ae54f7\"], \"total_duration\": 391.0, \"total_sessions\": 2, \"mean_week_duration\": 4.25}, \"37877\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2023-03-28 04:30:29.000000+00:00\", \"2020-02-29 20:26:53.000000+00:00\"], \"session_ids\": [\"c2f7d73e-94a1-4955-b677-4c0fd92ef578\", \"d9803503-939b-4474-b400-052a1df9e4e9\"], \"total_duration\": 355.0, \"total_sessions\": 2, \"mean_week_duration\": 2.205}, \"47825\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-05-02 17:25:26.000000+00:00\", \"2020-01-11 06:10:28.000000+00:00\", \"2019-01-04 19:54:38.000000+00:00\"], \"session_ids\": [\"8f13c412-33e9-4dec-8c74-b9fced6282a3\", \"1db25b87-40b9-4256-b5ea-6f925222e748\", \"89acd125-3b40-4c28-a9d1-88da7c716f43\"], \"total_duration\": 853.0, \"total_sessions\": 3, \"mean_week_duration\": 6.992}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are less than 1291"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\"]]}, \"all_values\": {\"total_duration\": [[1291, 4939]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"35773\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-09-14 13:18:21.000000+00:00\", \"2021-12-27 12:43:24.000000+00:00\", \"2021-09-12 20:01:26.000000+00:00\"], \"session_ids\": [\"52f41b53-853e-4114-89ae-4d261c62ea16\", \"a43067bf-96f3-47e0-84e1-d62a79b8d90e\", \"a2a4b086-e2d1-49c0-8ae1-9dcad20293ff\"], \"total_duration\": 600.0, \"total_sessions\": 3, \"mean_week_duration\": 40.0}, \"1411\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-23 16:07:02.000000+00:00\", \"2022-12-17 01:37:08.000000+00:00\"], \"session_ids\": [\"5d0c9494-0561-48b5-86d9-0562a4846ee3\", \"f0c38df7-9584-4cd8-b5ae-f929f8a2c320\"], \"total_duration\": 223.0, \"total_sessions\": 2, \"mean_week_duration\": 1.664}, \"79404\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-12-11 06:39:38.000000+00:00\", \"2022-11-24 11:51:14.000000+00:00\"], \"session_ids\": [\"2077718f-5e26-462a-9b96-fe8ed42c3c6f\", \"530dc5a2-85c0-4444-843d-8c37d0c703c1\"], \"total_duration\": 469.0, \"total_sessions\": 2, \"mean_week_duration\": 4.598}, \"49463\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-02-10 04:44:08.000000+00:00\", \"2022-08-16 04:45:42.000000+00:00\"], \"session_ids\": [\"e90a9092-8b0c-4660-a36e-10227e84d4b7\", \"779901e6-c64b-4bf1-932f-cf3eb2d9e200\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 9.269}, \"14353\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-02-04 21:29:43.000000+00:00\", \"2019-05-28 10:03:36.000000+00:00\", \"2020-03-08 08:20:07.000000+00:00\", \"2023-06-23 08:27:18.000000+00:00\", \"2020-06-02 04:46:38.000000+00:00\"], \"session_ids\": [\"c79c8c18-37e2-4602-bb9f-ae0d670751a5\", \"7f458d1c-6e25-489a-8b3a-28d5c42e4e29\", \"e76c6650-56e1-4438-a983-377f71f5695b\", \"0f23c3b1-52d7-4431-b925-bb8073fc91a2\", \"be220b8e-80ba-4749-8825-97a8982c1882\"], \"total_duration\": 531.0, \"total_sessions\": 5, \"mean_week_duration\": 2.493}, \"78629\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-03-04 14:54:50.000000+00:00\", \"2023-04-10 19:19:59.000000+00:00\"], \"session_ids\": [\"5a038c1d-633b-4a6b-9fab-f4dec95b0b8e\", \"4e4fcf39-817f-47eb-9304-5de5d91d3138\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 25.167}, \"16495\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-04-18 10:55:20.000000+00:00\", \"2019-03-08 18:24:25.000000+00:00\"], \"session_ids\": [\"05124a8a-77ee-4828-8396-1449ff18b904\", \"e16b8a53-d399-4473-ab5d-4857b6ed063e\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 2.414}, \"69399\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-27 19:27:42.000000+00:00\", \"2019-04-25 07:27:00.000000+00:00\"], \"session_ids\": [\"49775a51-170c-4385-aaee-05b7c09090a0\", \"8147a8cb-6f37-4c8c-aa3d-3eec80ae54f7\"], \"total_duration\": 391.0, \"total_sessions\": 2, \"mean_week_duration\": 4.25}, \"37877\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2023-03-28 04:30:29.000000+00:00\", \"2020-02-29 20:26:53.000000+00:00\"], \"session_ids\": [\"c2f7d73e-94a1-4955-b677-4c0fd92ef578\", \"d9803503-939b-4474-b400-052a1df9e4e9\"], \"total_duration\": 355.0, \"total_sessions\": 2, \"mean_week_duration\": 2.205}, \"47825\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-05-02 17:25:26.000000+00:00\", \"2020-01-11 06:10:28.000000+00:00\", \"2019-01-04 19:54:38.000000+00:00\"], \"session_ids\": [\"8f13c412-33e9-4dec-8c74-b9fced6282a3\", \"1db25b87-40b9-4256-b5ea-6f925222e748\", \"89acd125-3b40-4c28-a9d1-88da7c716f43\"], \"total_duration\": 853.0, \"total_sessions\": 3, \"mean_week_duration\": 6.992}}\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[{\"35773\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-09-14 13:18:21.000000+00:00\", \"2021-12-27 12:43:24.000000+00:00\", \"2021-09-12 20:01:26.000000+00:00\"], \"session_ids\": [\"52f41b53-853e-4114-89ae-4d261c62ea16\", \"a43067bf-96f3-47e0-84e1-d62a79b8d90e\", \"a2a4b086-e2d1-49c0-8ae1-9dcad20293ff\"], \"total_duration\": 600.0, \"total_sessions\": 3, \"mean_week_duration\": 40.0}}, {\"78629\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-03-04 14:54:50.000000+00:00\", \"2023-04-10 19:19:59.000000+00:00\"], \"session_ids\": [\"5a038c1d-633b-4a6b-9fab-f4dec95b0b8e\", \"4e4fcf39-817f-47eb-9304-5de5d91d3138\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 25.167}}, {\"49463\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-02-10 04:44:08.000000+00:00\", \"2022-08-16 04:45:42.000000+00:00\"], \"session_ids\": [\"e90a9092-8b0c-4660-a36e-10227e84d4b7\", \"779901e6-c64b-4bf1-932f-cf3eb2d9e200\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 9.269}}, {\"47825\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-05-02 17:25:26.000000+00:00\", \"2020-01-11 06:10:28.000000+00:00\", \"2019-01-04 19:54:38.000000+00:00\"], \"session_ids\": [\"8f13c412-33e9-4dec-8c74-b9fced6282a3\", \"1db25b87-40b9-4256-b5ea-6f925222e748\", \"89acd125-3b40-4c28-a9d1-88da7c716f43\"], \"total_duration\": 853.0, \"total_sessions\": 3, \"mean_week_duration\": 6.992}}, {\"79404\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-12-11 06:39:38.000000+00:00\", \"2022-11-24 11:51:14.000000+00:00\"], \"session_ids\": [\"2077718f-5e26-462a-9b96-fe8ed42c3c6f\", \"530dc5a2-85c0-4444-843d-8c37d0c703c1\"], \"total_duration\": 469.0, \"total_sessions\": 2, \"mean_week_duration\": 4.598}}, {\"69399\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-27 19:27:42.000000+00:00\", \"2019-04-25 07:27:00.000000+00:00\"], \"session_ids\": [\"49775a51-170c-4385-aaee-05b7c09090a0\", \"8147a8cb-6f37-4c8c-aa3d-3eec80ae54f7\"], \"total_duration\": 391.0, \"total_sessions\": 2, \"mean_week_duration\": 4.25}}, {\"14353\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-02-04 21:29:43.000000+00:00\", \"2019-05-28 10:03:36.000000+00:00\", \"2020-03-08 08:20:07.000000+00:00\", \"2023-06-23 08:27:18.000000+00:00\", \"2020-06-02 04:46:38.000000+00:00\"], \"session_ids\": [\"c79c8c18-37e2-4602-bb9f-ae0d670751a5\", \"7f458d1c-6e25-489a-8b3a-28d5c42e4e29\", \"e76c6650-56e1-4438-a983-377f71f5695b\", \"0f23c3b1-52d7-4431-b925-bb8073fc91a2\", \"be220b8e-80ba-4749-8825-97a8982c1882\"], \"total_duration\": 531.0, \"total_sessions\": 5, \"mean_week_duration\": 2.493}}, {\"16495\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-04-18 10:55:20.000000+00:00\", \"2019-03-08 18:24:25.000000+00:00\"], \"session_ids\": [\"05124a8a-77ee-4828-8396-1449ff18b904\", \"e16b8a53-d399-4473-ab5d-4857b6ed063e\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 2.414}}, {\"37877\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2023-03-28 04:30:29.000000+00:00\", \"2020-02-29 20:26:53.000000+00:00\"], \"session_ids\": [\"c2f7d73e-94a1-4955-b677-4c0fd92ef578\", \"d9803503-939b-4474-b400-052a1df9e4e9\"], \"total_duration\": 355.0, \"total_sessions\": 2, \"mean_week_duration\": 2.205}}, {\"1411\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-23 16:07:02.000000+00:00\", \"2022-12-17 01:37:08.000000+00:00\"], \"session_ids\": [\"5d0c9494-0561-48b5-86d9-0562a4846ee3\", \"f0c38df7-9584-4cd8-b5ae-f929f8a2c320\"], \"total_duration\": 223.0, \"total_sessions\": 2, \"mean_week_duration\": 1.664}}]\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[{\"35773\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-09-14 13:18:21.000000+00:00\", \"2021-12-27 12:43:24.000000+00:00\", \"2021-09-12 20:01:26.000000+00:00\"], \"session_ids\": [\"52f41b53-853e-4114-89ae-4d261c62ea16\", \"a43067bf-96f3-47e0-84e1-d62a79b8d90e\", \"a2a4b086-e2d1-49c0-8ae1-9dcad20293ff\"], \"total_duration\": 600.0, \"total_sessions\": 3, \"mean_week_duration\": 40.0}}, {\"78629\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-03-04 14:54:50.000000+00:00\", \"2023-04-10 19:19:59.000000+00:00\"], \"session_ids\": [\"5a038c1d-633b-4a6b-9fab-f4dec95b0b8e\", \"4e4fcf39-817f-47eb-9304-5de5d91d3138\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 25.167}}, {\"49463\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-02-10 04:44:08.000000+00:00\", \"2022-08-16 04:45:42.000000+00:00\"], \"session_ids\": [\"e90a9092-8b0c-4660-a36e-10227e84d4b7\", \"779901e6-c64b-4bf1-932f-cf3eb2d9e200\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 9.269}}]\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[{\"35773\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-09-14 13:18:21.000000+00:00\", \"2021-12-27 12:43:24.000000+00:00\", \"2021-09-12 20:01:26.000000+00:00\"], \"session_ids\": [\"52f41b53-853e-4114-89ae-4d261c62ea16\", \"a43067bf-96f3-47e0-84e1-d62a79b8d90e\", \"a2a4b086-e2d1-49c0-8ae1-9dcad20293ff\"], \"total_duration\": 600.0, \"total_sessions\": 3, \"mean_week_duration\": 40.0}}, {\"78629\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-03-04 14:54:50.000000+00:00\", \"2023-04-10 19:19:59.000000+00:00\"], \"session_ids\": [\"5a038c1d-633b-4a6b-9fab-f4dec95b0b8e\", \"4e4fcf39-817f-47eb-9304-5de5d91d3138\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 25.167}}, {\"49463\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-02-10 04:44:08.000000+00:00\", \"2022-08-16 04:45:42.000000+00:00\"], \"session_ids\": [\"e90a9092-8b0c-4660-a36e-10227e84d4b7\", \"779901e6-c64b-4bf1-932f-cf3eb2d9e200\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 9.269}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show 7 users to me whose total_sessions is greater than 3 (strictly) plus do sorting by overall total duration form the highest value to the lowest value , provide me only with 4 pieces of information."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"69928\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-08 05:37:04.000000+00:00\", \"2022-01-31 00:50:57.000000+00:00\"], \"session_ids\": [\"3afb6543-ef1c-4711-b4f8-5232daf505f3\", \"64f437ab-4c91-4eda-b3ab-4023095efb5d\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 2.156}, \"43957\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-08-06 00:38:00.000000+00:00\", \"2020-10-02 13:57:19.000000+00:00\"], \"session_ids\": [\"5b620e56-0e6e-49c4-a544-96eeb982afac\", \"59f14af3-81d4-4a49-823f-40303d30e43f\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.377}, \"90527\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-03-06 18:07:49.000000+00:00\", \"2021-11-06 08:21:27.000000+00:00\", \"2022-09-08 19:47:40.000000+00:00\"], \"session_ids\": [\"88e87f66-1964-4ad9-8817-028c37f1fadc\", \"6a037633-f2a4-40b6-bc80-736ff0416af6\", \"9e29c94d-811f-4972-9896-eb9adb3d64e5\"], \"total_duration\": 124.0, \"total_sessions\": 3, \"mean_week_duration\": 0.674}, \"56526\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-04-06 05:42:37.000000+00:00\", \"2023-05-31 13:44:06.000000+00:00\", \"2021-02-21 07:20:36.000000+00:00\", \"2022-03-20 01:03:10.000000+00:00\", \"2020-04-23 23:18:49.000000+00:00\"], \"session_ids\": [\"54fbab51-6d5b-4ee7-8d27-3386027ed17d\", \"fd63754e-d679-4511-9c17-c94dd70195b8\", \"5fe855f3-9214-4c35-91d4-5408b3225ea4\", \"41aa5605-9b7d-49b8-873b-1d93fb3239f4\", \"e6086797-5a58-4091-bf20-479b2f17622e\"], \"total_duration\": 1693.0, \"total_sessions\": 5, \"mean_week_duration\": 7.802}, \"40032\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-05-07 14:36:51.000000+00:00\", \"2019-06-23 23:59:39.000000+00:00\", \"2023-03-06 10:09:40.000000+00:00\", \"2022-12-31 10:37:54.000000+00:00\", \"2019-10-31 12:02:44.000000+00:00\", \"2022-01-15 03:26:44.000000+00:00\"], \"session_ids\": [\"06dd633a-da18-401c-9d16-44693593878a\", \"ebe0a08d-ea6b-4783-b7c6-a0c6b476f7bd\", \"44e83db1-178d-43aa-bfd7-e93b1c050b73\", \"192f6e13-1179-414a-aab7-58fd8e45d896\", \"70408d30-eafc-47f2-9641-26bf93b1460b\", \"1cb72bc9-4d1b-429e-9421-4d34f26a1b6c\"], \"total_duration\": 5761.0, \"total_sessions\": 6, \"mean_week_duration\": 29.85}, \"25708\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-06-21 07:10:02.000000+00:00\", \"2022-05-14 10:47:40.000000+00:00\"], \"session_ids\": [\"ba61f8dd-8b9c-4010-9dbd-e6a755797823\", \"597adb58-ac0e-4bb8-8e59-b0e636fbd20d\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 1.552}, \"14435\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-09-13 06:38:27.000000+00:00\", \"2019-11-08 04:47:44.000000+00:00\", \"2019-01-31 01:12:17.000000+00:00\", \"2019-04-09 07:22:42.000000+00:00\", \"2019-07-28 03:30:37.000000+00:00\"], \"session_ids\": [\"9eee2116-67a2-4877-8485-90488ac5294a\", \"4167f4fb-3c5a-4dc2-8045-1753b473f259\", \"7e4d306a-632d-41e0-a361-7dc66688ee07\", \"327dbf65-dff2-4667-ba5c-f30ea9fde92f\", \"56023d80-d02c-4402-9373-6dd2d32221fc\"], \"total_duration\": 1099.0, \"total_sessions\": 5, \"mean_week_duration\": 12.929}, \"21354\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-02-14 07:30:04.000000+00:00\", \"2023-02-03 09:35:58.000000+00:00\"], \"session_ids\": [\"00594dfb-de66-484d-8ccd-6de723aa635a\", \"c7267998-6700-4473-995c-a249c5a9e4f1\"], \"total_duration\": 415.0, \"total_sessions\": 2, \"mean_week_duration\": 207.5}, \"11463\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-01-30 22:34:29.000000+00:00\", \"2021-08-05 12:42:53.000000+00:00\"], \"session_ids\": [\"4a23e4c9-6518-4a06-bc2e-c4eba4d955b4\", \"ab77ae79-175d-432a-97c5-e26bdda6ee04\"], \"total_duration\": 354.0, \"total_sessions\": 2, \"mean_week_duration\": 13.615}, \"59333\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-04-11 20:20:15.000000+00:00\", \"2019-05-04 21:28:48.000000+00:00\"], \"session_ids\": [\"9afa4379-62c8-498b-bc88-368607cf78d6\", \"95badb4f-0c87-4916-bba3-2371945a8691\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.633}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are greater than 3"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\"]]}, \"all_values\": {\"total_sessions\": [[3, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"56526\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-04-06 05:42:37.000000+00:00\", \"2023-05-31 13:44:06.000000+00:00\", \"2021-02-21 07:20:36.000000+00:00\", \"2022-03-20 01:03:10.000000+00:00\", \"2020-04-23 23:18:49.000000+00:00\"], \"session_ids\": [\"54fbab51-6d5b-4ee7-8d27-3386027ed17d\", \"fd63754e-d679-4511-9c17-c94dd70195b8\", \"5fe855f3-9214-4c35-91d4-5408b3225ea4\", \"41aa5605-9b7d-49b8-873b-1d93fb3239f4\", \"e6086797-5a58-4091-bf20-479b2f17622e\"], \"total_duration\": 1693.0, \"total_sessions\": 5, \"mean_week_duration\": 7.802}, \"40032\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-05-07 14:36:51.000000+00:00\", \"2019-06-23 23:59:39.000000+00:00\", \"2023-03-06 10:09:40.000000+00:00\", \"2022-12-31 10:37:54.000000+00:00\", \"2019-10-31 12:02:44.000000+00:00\", \"2022-01-15 03:26:44.000000+00:00\"], \"session_ids\": [\"06dd633a-da18-401c-9d16-44693593878a\", \"ebe0a08d-ea6b-4783-b7c6-a0c6b476f7bd\", \"44e83db1-178d-43aa-bfd7-e93b1c050b73\", \"192f6e13-1179-414a-aab7-58fd8e45d896\", \"70408d30-eafc-47f2-9641-26bf93b1460b\", \"1cb72bc9-4d1b-429e-9421-4d34f26a1b6c\"], \"total_duration\": 5761.0, \"total_sessions\": 6, \"mean_week_duration\": 29.85}, \"14435\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-09-13 06:38:27.000000+00:00\", \"2019-11-08 04:47:44.000000+00:00\", \"2019-01-31 01:12:17.000000+00:00\", \"2019-04-09 07:22:42.000000+00:00\", \"2019-07-28 03:30:37.000000+00:00\"], \"session_ids\": [\"9eee2116-67a2-4877-8485-90488ac5294a\", \"4167f4fb-3c5a-4dc2-8045-1753b473f259\", \"7e4d306a-632d-41e0-a361-7dc66688ee07\", \"327dbf65-dff2-4667-ba5c-f30ea9fde92f\", \"56023d80-d02c-4402-9373-6dd2d32221fc\"], \"total_duration\": 1099.0, \"total_sessions\": 5, \"mean_week_duration\": 12.929}}\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[{\"40032\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-05-07 14:36:51.000000+00:00\", \"2019-06-23 23:59:39.000000+00:00\", \"2023-03-06 10:09:40.000000+00:00\", \"2022-12-31 10:37:54.000000+00:00\", \"2019-10-31 12:02:44.000000+00:00\", \"2022-01-15 03:26:44.000000+00:00\"], \"session_ids\": [\"06dd633a-da18-401c-9d16-44693593878a\", \"ebe0a08d-ea6b-4783-b7c6-a0c6b476f7bd\", \"44e83db1-178d-43aa-bfd7-e93b1c050b73\", \"192f6e13-1179-414a-aab7-58fd8e45d896\", \"70408d30-eafc-47f2-9641-26bf93b1460b\", \"1cb72bc9-4d1b-429e-9421-4d34f26a1b6c\"], \"total_duration\": 5761.0, \"total_sessions\": 6, \"mean_week_duration\": 29.85}}, {\"56526\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-04-06 05:42:37.000000+00:00\", \"2023-05-31 13:44:06.000000+00:00\", \"2021-02-21 07:20:36.000000+00:00\", \"2022-03-20 01:03:10.000000+00:00\", \"2020-04-23 23:18:49.000000+00:00\"], \"session_ids\": [\"54fbab51-6d5b-4ee7-8d27-3386027ed17d\", \"fd63754e-d679-4511-9c17-c94dd70195b8\", \"5fe855f3-9214-4c35-91d4-5408b3225ea4\", \"41aa5605-9b7d-49b8-873b-1d93fb3239f4\", \"e6086797-5a58-4091-bf20-479b2f17622e\"], \"total_duration\": 1693.0, \"total_sessions\": 5, \"mean_week_duration\": 7.802}}, {\"14435\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-09-13 06:38:27.000000+00:00\", \"2019-11-08 04:47:44.000000+00:00\", \"2019-01-31 01:12:17.000000+00:00\", \"2019-04-09 07:22:42.000000+00:00\", \"2019-07-28 03:30:37.000000+00:00\"], \"session_ids\": [\"9eee2116-67a2-4877-8485-90488ac5294a\", \"4167f4fb-3c5a-4dc2-8045-1753b473f259\", \"7e4d306a-632d-41e0-a361-7dc66688ee07\", \"327dbf65-dff2-4667-ba5c-f30ea9fde92f\", \"56023d80-d02c-4402-9373-6dd2d32221fc\"], \"total_duration\": 1099.0, \"total_sessions\": 5, \"mean_week_duration\": 12.929}}]\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[{\"40032\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-05-07 14:36:51.000000+00:00\", \"2019-06-23 23:59:39.000000+00:00\", \"2023-03-06 10:09:40.000000+00:00\", \"2022-12-31 10:37:54.000000+00:00\", \"2019-10-31 12:02:44.000000+00:00\", \"2022-01-15 03:26:44.000000+00:00\"], \"session_ids\": [\"06dd633a-da18-401c-9d16-44693593878a\", \"ebe0a08d-ea6b-4783-b7c6-a0c6b476f7bd\", \"44e83db1-178d-43aa-bfd7-e93b1c050b73\", \"192f6e13-1179-414a-aab7-58fd8e45d896\", \"70408d30-eafc-47f2-9641-26bf93b1460b\", \"1cb72bc9-4d1b-429e-9421-4d34f26a1b6c\"], \"total_duration\": 5761.0, \"total_sessions\": 6, \"mean_week_duration\": 29.85}}, {\"56526\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-04-06 05:42:37.000000+00:00\", \"2023-05-31 13:44:06.000000+00:00\", \"2021-02-21 07:20:36.000000+00:00\", \"2022-03-20 01:03:10.000000+00:00\", \"2020-04-23 23:18:49.000000+00:00\"], \"session_ids\": [\"54fbab51-6d5b-4ee7-8d27-3386027ed17d\", \"fd63754e-d679-4511-9c17-c94dd70195b8\", \"5fe855f3-9214-4c35-91d4-5408b3225ea4\", \"41aa5605-9b7d-49b8-873b-1d93fb3239f4\", \"e6086797-5a58-4091-bf20-479b2f17622e\"], \"total_duration\": 1693.0, \"total_sessions\": 5, \"mean_week_duration\": 7.802}}, {\"14435\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-09-13 06:38:27.000000+00:00\", \"2019-11-08 04:47:44.000000+00:00\", \"2019-01-31 01:12:17.000000+00:00\", \"2019-04-09 07:22:42.000000+00:00\", \"2019-07-28 03:30:37.000000+00:00\"], \"session_ids\": [\"9eee2116-67a2-4877-8485-90488ac5294a\", \"4167f4fb-3c5a-4dc2-8045-1753b473f259\", \"7e4d306a-632d-41e0-a361-7dc66688ee07\", \"327dbf65-dff2-4667-ba5c-f30ea9fde92f\", \"56023d80-d02c-4402-9373-6dd2d32221fc\"], \"total_duration\": 1099.0, \"total_sessions\": 5, \"mean_week_duration\": 12.929}}]\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[{\"40032\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-05-07 14:36:51.000000+00:00\", \"2019-06-23 23:59:39.000000+00:00\", \"2023-03-06 10:09:40.000000+00:00\", \"2022-12-31 10:37:54.000000+00:00\", \"2019-10-31 12:02:44.000000+00:00\", \"2022-01-15 03:26:44.000000+00:00\"], \"session_ids\": [\"06dd633a-da18-401c-9d16-44693593878a\", \"ebe0a08d-ea6b-4783-b7c6-a0c6b476f7bd\", \"44e83db1-178d-43aa-bfd7-e93b1c050b73\", \"192f6e13-1179-414a-aab7-58fd8e45d896\", \"70408d30-eafc-47f2-9641-26bf93b1460b\", \"1cb72bc9-4d1b-429e-9421-4d34f26a1b6c\"], \"total_duration\": 5761.0, \"total_sessions\": 6, \"mean_week_duration\": 29.85}}, {\"56526\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-04-06 05:42:37.000000+00:00\", \"2023-05-31 13:44:06.000000+00:00\", \"2021-02-21 07:20:36.000000+00:00\", \"2022-03-20 01:03:10.000000+00:00\", \"2020-04-23 23:18:49.000000+00:00\"], \"session_ids\": [\"54fbab51-6d5b-4ee7-8d27-3386027ed17d\", \"fd63754e-d679-4511-9c17-c94dd70195b8\", \"5fe855f3-9214-4c35-91d4-5408b3225ea4\", \"41aa5605-9b7d-49b8-873b-1d93fb3239f4\", \"e6086797-5a58-4091-bf20-479b2f17622e\"], \"total_duration\": 1693.0, \"total_sessions\": 5, \"mean_week_duration\": 7.802}}, {\"14435\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-09-13 06:38:27.000000+00:00\", \"2019-11-08 04:47:44.000000+00:00\", \"2019-01-31 01:12:17.000000+00:00\", \"2019-04-09 07:22:42.000000+00:00\", \"2019-07-28 03:30:37.000000+00:00\"], \"session_ids\": [\"9eee2116-67a2-4877-8485-90488ac5294a\", \"4167f4fb-3c5a-4dc2-8045-1753b473f259\", \"7e4d306a-632d-41e0-a361-7dc66688ee07\", \"327dbf65-dff2-4667-ba5c-f30ea9fde92f\", \"56023d80-d02c-4402-9373-6dd2d32221fc\"], \"total_duration\": 1099.0, \"total_sessions\": 5, \"mean_week_duration\": 12.929}}]\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": "Display to me 4 users pieces of information with a duration total that is above 2144 and below 2515 plus put to use sorting by overall duration of sessions per week descendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"77762\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-01-27 14:42:31.000000+00:00\", \"2022-01-23 09:05:06.000000+00:00\"], \"session_ids\": [\"f36f626b-95df-4b41-a688-abad670b61d7\", \"5eb17c5b-43a4-401c-ab7e-66af36e45cc1\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 50.0}, \"65483\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-10-17 16:08:24.000000+00:00\", \"2020-11-07 13:48:35.000000+00:00\"], \"session_ids\": [\"8b274458-6ab8-4dd2-b057-8d084c477fe3\", \"7b408d46-9013-4f68-803e-dfef3f43a8f6\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 4.821}, \"95137\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-06-07 08:52:56.000000+00:00\", \"2020-06-09 07:48:20.000000+00:00\"], \"session_ids\": [\"fb92906c-bd5d-4c1f-a23c-5279bd6aaad6\", \"188c1c73-e846-438a-b90f-fa3db69e5843\"], \"total_duration\": 350.0, \"total_sessions\": 2, \"mean_week_duration\": 6.604}, \"67984\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 6, \"Play Game Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-07-28 08:25:05.000000+00:00\", \"2021-08-17 18:12:36.000000+00:00\"], \"session_ids\": [\"3785cd12-af42-4fc8-bb67-7bf746e3115e\", \"0858f691-e06a-4952-92ab-8f4dfd06eb68\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 2.18}, \"3822\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-02-12 06:18:26.000000+00:00\", \"2020-06-10 01:23:59.000000+00:00\"], \"session_ids\": [\"ad6eb710-3679-4d2d-927a-c5d9c8d4c79f\", \"49f4b04c-a421-4e75-920c-128513b1fe0a\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 0.621}, \"91825\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"London\", \"datetimes\": [\"2022-07-23 21:57:13.000000+00:00\", \"2019-03-02 07:38:37.000000+00:00\", \"2019-03-26 02:22:20.000000+00:00\"], \"session_ids\": [\"d0ef0e24-36d0-4dac-987c-3863672dab9e\", \"242a6864-bb3d-4096-9fb4-f9b363819315\", \"c329e3c7-6b0c-4ddd-82ff-b71be76b7c2f\"], \"total_duration\": 963.0, \"total_sessions\": 3, \"mean_week_duration\": 5.441}, \"9735\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-02-24 16:38:29.000000+00:00\", \"2020-12-20 22:06:02.000000+00:00\"], \"session_ids\": [\"4c8d2f80-cbda-4eb7-a86c-c4ae5c0d7ae8\", \"e2f15077-0bba-429f-97a2-53c7d23a75b9\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 13.2}, \"51775\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-04-20 22:45:07.000000+00:00\", \"2022-10-26 15:12:45.000000+00:00\", \"2020-09-06 06:03:43.000000+00:00\"], \"session_ids\": [\"d479cce0-6cbe-4ce1-ad05-af9964d33bb5\", \"384c8764-aed9-4aaa-b09c-86e41f0efdaf\", \"d080f0d9-d972-44e8-95b6-44451c71234b\"], \"total_duration\": 305.0, \"total_sessions\": 3, \"mean_week_duration\": 2.723}, \"61318\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-06-17 02:51:17.000000+00:00\", \"2019-06-29 10:15:05.000000+00:00\"], \"session_ids\": [\"0068bb37-99ed-4619-94a6-a2140265f8f5\", \"87658d58-1eaf-4405-87ff-8aa3033113b8\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.103}, \"69280\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-11-06 05:49:13.000000+00:00\", \"2022-11-22 06:57:24.000000+00:00\", \"2022-07-24 02:53:34.000000+00:00\", \"2019-07-01 07:41:28.000000+00:00\", \"2022-04-23 13:00:25.000000+00:00\", \"2019-02-23 01:37:45.000000+00:00\", \"2022-09-14 07:27:47.000000+00:00\", \"2022-09-27 13:27:44.000000+00:00\"], \"session_ids\": [\"05def53a-d749-4ce7-b550-70418b9a7940\", \"78e1385d-59aa-4798-bfbd-c608d4751434\", \"4c91fd6c-4aa0-46f5-8c33-55724a8e2738\", \"80f436ab-5e34-43eb-926d-7de6263a824a\", \"429910fb-6d6c-417d-b97b-ad476195398c\", \"ba3a5cfa-fdd5-4eac-a70d-4b9d25f088a4\", \"5239dc28-2acd-457d-a73a-e7c55466e96f\", \"769bdea4-dc96-49a1-af57-f91d7272c466\"], \"total_duration\": 3077.0, \"total_sessions\": 8, \"mean_week_duration\": 15.699}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or greater than 2144 and are equal or less than 2515"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[2144, 2515]]}}}\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"
}
] |
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