conversations
list |
|---|
[
{
"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 2 users with a mean of duration of sessions per week that is above 12 and below 47, exclusive both nums , put to use sorting by count of sessions 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{\"46304\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-07-21 06:27:22.000000+00:00\", \"2022-10-09 23:36:48.000000+00:00\"], \"session_ids\": [\"d0cde848-59f7-45fd-a4cf-d23bda5df52a\", \"197ab0ab-4879-4b96-a6e9-ecaade302134\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 33.0}, \"45701\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-12-05 09:04:23.000000+00:00\", \"2022-07-03 02:06:12.000000+00:00\", \"2019-11-09 16:36:44.000000+00:00\"], \"session_ids\": [\"cf16d370-d6dd-47ae-97c7-d14a5b053db1\", \"625aa52f-8347-4a6e-af05-0b868156705e\", \"2006d8c1-67dc-470e-8e95-7530a45f88e9\"], \"total_duration\": 330.0, \"total_sessions\": 3, \"mean_week_duration\": 2.391}, \"81075\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-06 11:21:13.000000+00:00\", \"2019-07-30 12:22:02.000000+00:00\"], \"session_ids\": [\"e99ffdca-52ec-4946-9b84-c2fa8b4b932d\", \"35f8d3e9-12a3-40d2-a70c-1eaa1b6f70cc\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 6.522}, \"45097\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 6}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-07-18 09:25:20.000000+00:00\", \"2022-08-19 14:08:31.000000+00:00\", \"2020-08-28 03:08:29.000000+00:00\", \"2019-01-04 13:14:19.000000+00:00\", \"2022-09-23 11:42:19.000000+00:00\"], \"session_ids\": [\"35a0748e-d990-4b0d-ba71-b223388525a0\", \"689ef30b-0256-43ec-a74f-3dfb6dd98f8a\", \"4f2741d8-ce34-4388-b2e9-8395fbd0b468\", \"0f724d31-16ce-4b0b-947b-6bcf65247dbb\", \"89849fff-c7a0-4e37-974a-f50f8b3f7f2c\"], \"total_duration\": 99.0, \"total_sessions\": 5, \"mean_week_duration\": 0.51}, \"80801\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-06-01 22:33:18.000000+00:00\", \"2020-09-23 15:50:42.000000+00:00\", \"2019-11-23 10:11:38.000000+00:00\"], \"session_ids\": [\"ea512561-1e9e-402f-b7f8-75ecdab8198b\", \"58f580be-2843-42ef-9dab-a456a98b8b22\", \"98f53ff6-b6be-4a63-a7b0-af5fb3d6eff0\"], \"total_duration\": 362.0, \"total_sessions\": 3, \"mean_week_duration\": 2.742}, \"8751\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-03-05 10:29:13.000000+00:00\", \"2021-03-14 04:51:34.000000+00:00\", \"2021-12-17 20:28:51.000000+00:00\", \"2021-11-23 01:57:00.000000+00:00\"], \"session_ids\": [\"77328886-f581-4b56-8508-b5ba52c478c1\", \"8bf9fa8f-e4da-4189-8526-ec8341f98544\", \"3ab44178-18f2-4a84-87a9-1fc1c7cd843d\", \"70cfa613-0b63-443d-b0eb-f8d8ed605ee2\"], \"total_duration\": 2002.0, \"total_sessions\": 4, \"mean_week_duration\": 39.255}, \"85691\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-05-28 01:24:17.000000+00:00\", \"2020-12-17 05:07:30.000000+00:00\", \"2020-05-28 15:14:44.000000+00:00\"], \"session_ids\": [\"175c6876-5137-42c5-a646-ef108194970a\", \"988730e6-e20b-48c0-b624-ea0daaa950a8\", \"9ccfa9cb-0cbd-4e87-845c-a254ac1fef46\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.268}, \"76124\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-12-05 20:07:20.000000+00:00\", \"2021-03-01 03:39:22.000000+00:00\"], \"session_ids\": [\"14a1a90a-40a0-4f5a-8f9d-85b5aa897b50\", \"24383602-a11a-4825-9ca0-b9c2ed3c1431\"], \"total_duration\": 286.0, \"total_sessions\": 2, \"mean_week_duration\": 3.109}, \"87530\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-11-20 19:18:01.000000+00:00\", \"2021-02-28 02:45:29.000000+00:00\", \"2021-01-12 10:56:55.000000+00:00\", \"2022-07-20 04:35:18.000000+00:00\", \"2023-04-01 05:24:21.000000+00:00\", \"2021-06-05 13:23:52.000000+00:00\"], \"session_ids\": [\"3696d61c-731e-4969-b5a8-77ac89fa673e\", \"fb6c195f-4d97-411c-b1b3-767f4c42a3dd\", \"5c8fabaa-ef6d-4eae-924c-a1be3716bc9b\", \"d4b59816-d1a8-4bf2-82f4-76d0b80fa574\", \"16aa65be-7e4b-4313-8788-22d2e753b99c\", \"1c32dc71-e36f-4b72-babe-b5083e80a4e1\"], \"total_duration\": 791.0, \"total_sessions\": 6, \"mean_week_duration\": 6.819}, \"93075\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-03-21 09:17:11.000000+00:00\", \"2023-06-24 18:55:07.000000+00:00\", \"2021-03-31 21:46:28.000000+00:00\", \"2022-12-25 07:36:53.000000+00:00\"], \"session_ids\": [\"06358af2-8730-4aef-971f-2e855101d85f\", \"30fe67cb-3318-4a2e-ae0a-2f50228aa952\", \"d5635487-a2b4-40bc-8922-5a30581cd4d9\", \"47b0e526-c0ae-4cc5-b972-be6aa1f3e125\"], \"total_duration\": 155.0, \"total_sessions\": 4, \"mean_week_duration\": 1.325}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are greater than 12 and are less than 47"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[12, 47]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"46304\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-07-21 06:27:22.000000+00:00\", \"2022-10-09 23:36:48.000000+00:00\"], \"session_ids\": [\"d0cde848-59f7-45fd-a4cf-d23bda5df52a\", \"197ab0ab-4879-4b96-a6e9-ecaade302134\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 33.0}, \"8751\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-03-05 10:29:13.000000+00:00\", \"2021-03-14 04:51:34.000000+00:00\", \"2021-12-17 20:28:51.000000+00:00\", \"2021-11-23 01:57:00.000000+00:00\"], \"session_ids\": [\"77328886-f581-4b56-8508-b5ba52c478c1\", \"8bf9fa8f-e4da-4189-8526-ec8341f98544\", \"3ab44178-18f2-4a84-87a9-1fc1c7cd843d\", \"70cfa613-0b63-443d-b0eb-f8d8ed605ee2\"], \"total_duration\": 2002.0, \"total_sessions\": 4, \"mean_week_duration\": 39.255}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"46304\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-07-21 06:27:22.000000+00:00\", \"2022-10-09 23:36:48.000000+00:00\"], \"session_ids\": [\"d0cde848-59f7-45fd-a4cf-d23bda5df52a\", \"197ab0ab-4879-4b96-a6e9-ecaade302134\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 33.0}}, {\"8751\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-03-05 10:29:13.000000+00:00\", \"2021-03-14 04:51:34.000000+00:00\", \"2021-12-17 20:28:51.000000+00:00\", \"2021-11-23 01:57:00.000000+00:00\"], \"session_ids\": [\"77328886-f581-4b56-8508-b5ba52c478c1\", \"8bf9fa8f-e4da-4189-8526-ec8341f98544\", \"3ab44178-18f2-4a84-87a9-1fc1c7cd843d\", \"70cfa613-0b63-443d-b0eb-f8d8ed605ee2\"], \"total_duration\": 2002.0, \"total_sessions\": 4, \"mean_week_duration\": 39.255}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"46304\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-07-21 06:27:22.000000+00:00\", \"2022-10-09 23:36:48.000000+00:00\"], \"session_ids\": [\"d0cde848-59f7-45fd-a4cf-d23bda5df52a\", \"197ab0ab-4879-4b96-a6e9-ecaade302134\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 33.0}}, {\"8751\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-03-05 10:29:13.000000+00:00\", \"2021-03-14 04:51:34.000000+00:00\", \"2021-12-17 20:28:51.000000+00:00\", \"2021-11-23 01:57:00.000000+00:00\"], \"session_ids\": [\"77328886-f581-4b56-8508-b5ba52c478c1\", \"8bf9fa8f-e4da-4189-8526-ec8341f98544\", \"3ab44178-18f2-4a84-87a9-1fc1c7cd843d\", \"70cfa613-0b63-443d-b0eb-f8d8ed605ee2\"], \"total_duration\": 2002.0, \"total_sessions\": 4, \"mean_week_duration\": 39.255}}]\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[{\"46304\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-07-21 06:27:22.000000+00:00\", \"2022-10-09 23:36:48.000000+00:00\"], \"session_ids\": [\"d0cde848-59f7-45fd-a4cf-d23bda5df52a\", \"197ab0ab-4879-4b96-a6e9-ecaade302134\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 33.0}}, {\"8751\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-03-05 10:29:13.000000+00:00\", \"2021-03-14 04:51:34.000000+00:00\", \"2021-12-17 20:28:51.000000+00:00\", \"2021-11-23 01:57:00.000000+00:00\"], \"session_ids\": [\"77328886-f581-4b56-8508-b5ba52c478c1\", \"8bf9fa8f-e4da-4189-8526-ec8341f98544\", \"3ab44178-18f2-4a84-87a9-1fc1c7cd843d\", \"70cfa613-0b63-443d-b0eb-f8d8ed605ee2\"], \"total_duration\": 2002.0, \"total_sessions\": 4, \"mean_week_duration\": 39.255}}]\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 7 users who have total amount of duration less than 4058 and (not including) greater than 498 and implement sorting by sum of sessions in descending order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"17467\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-01-02 10:31:47.000000+00:00\", \"2022-06-19 13:53:40.000000+00:00\"], \"session_ids\": [\"3dc797ca-512e-4d06-87ab-2f98c7466460\", \"e9a02c17-da90-4553-b994-898f1677cca9\"], \"total_duration\": 362.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"90015\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-05-29 17:45:10.000000+00:00\", \"2019-02-02 19:37:48.000000+00:00\", \"2019-08-16 09:25:14.000000+00:00\", \"2020-10-24 21:34:14.000000+00:00\"], \"session_ids\": [\"f6f1698a-c3f0-4198-98df-d6a6e8357fb8\", \"4da25623-55ef-4aee-b7ce-74621bbb20ee\", \"aa706e3e-daf5-4831-a0c8-af947fb18807\", \"c3fe0d12-f30c-44b4-b136-bea3631c8a64\"], \"total_duration\": 164.0, \"total_sessions\": 4, \"mean_week_duration\": 0.948}, \"70776\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-03 11:28:53.000000+00:00\", \"2023-06-02 02:45:59.000000+00:00\", \"2019-05-17 18:38:14.000000+00:00\"], \"session_ids\": [\"ecd381d3-822b-4036-a975-7b1e81bfc0e3\", \"28098449-2f73-40c1-b45b-07ed63d660ba\", \"d8500c8f-ced4-4da3-bf96-9338fe212a3f\"], \"total_duration\": 263.0, \"total_sessions\": 3, \"mean_week_duration\": 1.246}, \"55888\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-03-31 13:45:55.000000+00:00\", \"2019-03-08 06:21:37.000000+00:00\"], \"session_ids\": [\"ac4a8747-4a55-439a-a1f7-729c26567ab8\", \"bb97eb9f-a38b-44d5-a09b-8bea1960e608\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 1.407}, \"31119\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-09-24 22:41:14.000000+00:00\", \"2021-04-26 11:47:57.000000+00:00\", \"2022-01-30 07:01:36.000000+00:00\", \"2022-02-08 14:14:52.000000+00:00\"], \"session_ids\": [\"aca1de94-9759-4184-bbff-e0d936d5fd1d\", \"ecb9ab51-8aa1-4f69-93d7-11eaede032e1\", \"4ab09229-cbbb-4918-a44a-f1ab09624400\", \"2cd4ffe4-c75d-44d1-9610-5038ab4b8e07\"], \"total_duration\": 706.0, \"total_sessions\": 4, \"mean_week_duration\": 5.694}, \"32248\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-01-29 03:50:55.000000+00:00\", \"2023-06-05 11:01:40.000000+00:00\"], \"session_ids\": [\"b9938a5f-6271-4aea-bf86-99b0d707be7d\", \"5ecc6a00-a50f-4738-bd4b-b1334cbcb9e0\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.211}, \"95031\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-08-13 11:23:43.000000+00:00\", \"2020-08-22 19:44:48.000000+00:00\"], \"session_ids\": [\"eefaa0cb-e85f-4a30-8a9c-cfdbc2c15f4b\", \"c35ccc63-d7e5-459f-a278-2cb96e6b0f42\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.569}, \"87454\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-12-15 11:02:12.000000+00:00\", \"2023-06-28 23:44:19.000000+00:00\"], \"session_ids\": [\"a19ddea6-5bd6-4674-adc0-4b20e835164c\", \"02a231bb-f81e-41d1-bdcc-ed24f2ade746\"], \"total_duration\": 286.0, \"total_sessions\": 2, \"mean_week_duration\": 2.15}, \"85662\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-04-30 01:46:33.000000+00:00\", \"2022-03-18 11:30:29.000000+00:00\", \"2019-06-04 04:20:05.000000+00:00\"], \"session_ids\": [\"7cd37760-3b1f-4202-80d3-45ea8798d571\", \"c0ccf0fa-f87e-4970-bd7f-5c937956e256\", \"c73e3b34-beb6-4305-be72-00e35ecf34ae\"], \"total_duration\": 278.0, \"total_sessions\": 3, \"mean_week_duration\": 1.904}, \"41894\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-01-16 03:55:12.000000+00:00\", \"2020-03-04 20:06:50.000000+00:00\", \"2023-06-02 06:28:46.000000+00:00\"], \"session_ids\": [\"bb074de0-ab34-4752-aef4-7999a7f74fd5\", \"a131bb3c-4580-4d78-a8d1-5eabefbb0e27\", \"c2fcdf4a-72f9-4b78-b602-4a8a523db375\"], \"total_duration\": 1095.0, \"total_sessions\": 3, \"mean_week_duration\": 6.441}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are greater than 498 and are equal or less than 4058"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[498, 4058]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"31119\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-09-24 22:41:14.000000+00:00\", \"2021-04-26 11:47:57.000000+00:00\", \"2022-01-30 07:01:36.000000+00:00\", \"2022-02-08 14:14:52.000000+00:00\"], \"session_ids\": [\"aca1de94-9759-4184-bbff-e0d936d5fd1d\", \"ecb9ab51-8aa1-4f69-93d7-11eaede032e1\", \"4ab09229-cbbb-4918-a44a-f1ab09624400\", \"2cd4ffe4-c75d-44d1-9610-5038ab4b8e07\"], \"total_duration\": 706.0, \"total_sessions\": 4, \"mean_week_duration\": 5.694}, \"41894\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-01-16 03:55:12.000000+00:00\", \"2020-03-04 20:06:50.000000+00:00\", \"2023-06-02 06:28:46.000000+00:00\"], \"session_ids\": [\"bb074de0-ab34-4752-aef4-7999a7f74fd5\", \"a131bb3c-4580-4d78-a8d1-5eabefbb0e27\", \"c2fcdf4a-72f9-4b78-b602-4a8a523db375\"], \"total_duration\": 1095.0, \"total_sessions\": 3, \"mean_week_duration\": 6.441}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"31119\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-09-24 22:41:14.000000+00:00\", \"2021-04-26 11:47:57.000000+00:00\", \"2022-01-30 07:01:36.000000+00:00\", \"2022-02-08 14:14:52.000000+00:00\"], \"session_ids\": [\"aca1de94-9759-4184-bbff-e0d936d5fd1d\", \"ecb9ab51-8aa1-4f69-93d7-11eaede032e1\", \"4ab09229-cbbb-4918-a44a-f1ab09624400\", \"2cd4ffe4-c75d-44d1-9610-5038ab4b8e07\"], \"total_duration\": 706.0, \"total_sessions\": 4, \"mean_week_duration\": 5.694}}, {\"41894\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-01-16 03:55:12.000000+00:00\", \"2020-03-04 20:06:50.000000+00:00\", \"2023-06-02 06:28:46.000000+00:00\"], \"session_ids\": [\"bb074de0-ab34-4752-aef4-7999a7f74fd5\", \"a131bb3c-4580-4d78-a8d1-5eabefbb0e27\", \"c2fcdf4a-72f9-4b78-b602-4a8a523db375\"], \"total_duration\": 1095.0, \"total_sessions\": 3, \"mean_week_duration\": 6.441}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 7 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"31119\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-09-24 22:41:14.000000+00:00\", \"2021-04-26 11:47:57.000000+00:00\", \"2022-01-30 07:01:36.000000+00:00\", \"2022-02-08 14:14:52.000000+00:00\"], \"session_ids\": [\"aca1de94-9759-4184-bbff-e0d936d5fd1d\", \"ecb9ab51-8aa1-4f69-93d7-11eaede032e1\", \"4ab09229-cbbb-4918-a44a-f1ab09624400\", \"2cd4ffe4-c75d-44d1-9610-5038ab4b8e07\"], \"total_duration\": 706.0, \"total_sessions\": 4, \"mean_week_duration\": 5.694}}, {\"41894\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-01-16 03:55:12.000000+00:00\", \"2020-03-04 20:06:50.000000+00:00\", \"2023-06-02 06:28:46.000000+00:00\"], \"session_ids\": [\"bb074de0-ab34-4752-aef4-7999a7f74fd5\", \"a131bb3c-4580-4d78-a8d1-5eabefbb0e27\", \"c2fcdf4a-72f9-4b78-b602-4a8a523db375\"], \"total_duration\": 1095.0, \"total_sessions\": 3, \"mean_week_duration\": 6.441}}]\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[{\"31119\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-09-24 22:41:14.000000+00:00\", \"2021-04-26 11:47:57.000000+00:00\", \"2022-01-30 07:01:36.000000+00:00\", \"2022-02-08 14:14:52.000000+00:00\"], \"session_ids\": [\"aca1de94-9759-4184-bbff-e0d936d5fd1d\", \"ecb9ab51-8aa1-4f69-93d7-11eaede032e1\", \"4ab09229-cbbb-4918-a44a-f1ab09624400\", \"2cd4ffe4-c75d-44d1-9610-5038ab4b8e07\"], \"total_duration\": 706.0, \"total_sessions\": 4, \"mean_week_duration\": 5.694}}, {\"41894\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-01-16 03:55:12.000000+00:00\", \"2020-03-04 20:06:50.000000+00:00\", \"2023-06-02 06:28:46.000000+00:00\"], \"session_ids\": [\"bb074de0-ab34-4752-aef4-7999a7f74fd5\", \"a131bb3c-4580-4d78-a8d1-5eabefbb0e27\", \"c2fcdf4a-72f9-4b78-b602-4a8a523db375\"], \"total_duration\": 1095.0, \"total_sessions\": 3, \"mean_week_duration\": 6.441}}]\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 have app usage time greater than 1511 and apply sorting by town_name risingly additionaly display me only 2 records."
}
] |
[
{
"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{\"83379\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-03 19:44:56.000000+00:00\", \"2019-03-17 08:35:07.000000+00:00\"], \"session_ids\": [\"2e0531a9-9db7-49f1-a18b-280bed0fe87b\", \"1dcf7354-413f-4647-8ba3-1196de1cc4fb\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 6.0}, \"91078\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-12-17 20:32:40.000000+00:00\", \"2019-04-10 17:41:38.000000+00:00\", \"2020-07-13 02:43:34.000000+00:00\", \"2019-02-07 08:13:57.000000+00:00\"], \"session_ids\": [\"01a9feb3-f974-4ae7-bb44-170af631e9e5\", \"d7a42ca9-06c3-49e8-b1b2-feb3fb9be8f9\", \"801c1da0-81a9-4682-9dce-af2663bf15b6\", \"83e1c006-ec2d-45b7-afbf-220b7474e6e4\"], \"total_duration\": 1022.0, \"total_sessions\": 4, \"mean_week_duration\": 5.059}, \"33970\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-08-10 19:23:55.000000+00:00\", \"2021-05-18 08:26:27.000000+00:00\", \"2020-01-28 09:51:49.000000+00:00\"], \"session_ids\": [\"8a42ee45-b8a8-4083-a78f-0cfa5380f03b\", \"fa012def-c7fd-4ae6-8fe0-f9239200e1be\", \"fa49297c-2cfd-48a5-85b9-bdf445f7ee2e\"], \"total_duration\": 500.0, \"total_sessions\": 3, \"mean_week_duration\": 7.353}, \"38939\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-09-05 03:54:02.000000+00:00\", \"2021-01-01 15:51:34.000000+00:00\"], \"session_ids\": [\"b8752846-20d4-446d-b19d-b2bc6b99a2f2\", \"9b57f588-b166-4bf7-8a46-0c91a282f714\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.657}, \"37993\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-06-29 01:20:11.000000+00:00\", \"2019-03-24 09:56:12.000000+00:00\"], \"session_ids\": [\"7828202f-754c-4a90-bdf0-1a5c879a6a73\", \"7ea4625e-6e94-407e-b193-bf90e9b531fa\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 4.857}, \"8939\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-05 06:59:44.000000+00:00\", \"2022-07-20 13:45:13.000000+00:00\", \"2020-10-16 18:10:07.000000+00:00\", \"2019-04-25 08:21:44.000000+00:00\", \"2020-04-19 01:04:14.000000+00:00\", \"2020-09-02 13:03:44.000000+00:00\", \"2021-07-04 19:26:34.000000+00:00\", \"2019-11-28 09:22:35.000000+00:00\", \"2023-02-25 22:13:28.000000+00:00\", \"2019-01-13 07:02:14.000000+00:00\"], \"session_ids\": [\"b6d7842d-a2d8-4705-a00f-fb5a6dfee797\", \"21c155e6-e104-4c67-90c5-0a8f2b8c7394\", \"eb8c96b0-545f-4fb4-a54f-e6f83590ee37\", \"b19c83e3-8e58-4d75-966c-e6b28b007f81\", \"d7b958bc-9807-41ce-b9c0-35b5bc6a7486\", \"457fecb8-54e3-4f0f-b63d-6aef7654a147\", \"db75c5a3-d743-44d0-a3e5-69d25a014887\", \"ad0aafc5-2bb5-4044-9206-4088c73f9d05\", \"841002bd-5594-4202-9fdc-d459de1a2b91\", \"4cac29b7-a2cf-4816-9ff4-e777d7b8729b\"], \"total_duration\": 2584.0, \"total_sessions\": 10, \"mean_week_duration\": 12.019}, \"41196\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-06-15 00:31:50.000000+00:00\", \"2020-08-29 23:56:20.000000+00:00\", \"2019-05-05 22:18:54.000000+00:00\"], \"session_ids\": [\"07def352-0733-468a-a6a7-976f8d92120a\", \"890b81e1-963d-4f05-ae3c-2b34e524991a\", \"0c9bda98-ee98-456d-83d6-17e9355aa588\"], \"total_duration\": 538.0, \"total_sessions\": 3, \"mean_week_duration\": 3.301}, \"4383\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-03-25 04:08:36.000000+00:00\", \"2019-07-17 20:12:21.000000+00:00\"], \"session_ids\": [\"76c7ae4a-e23d-4d3c-9119-578213554c0a\", \"5b25a1b5-8b30-4ee1-94ef-07edbf2ad2ac\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 2.806}, \"59072\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-04-23 16:22:56.000000+00:00\", \"2021-05-02 05:51:28.000000+00:00\"], \"session_ids\": [\"1f9bb122-8468-4119-9e74-05484eacac9f\", \"0035fcdf-ce3a-4ff7-830e-3525766a632a\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 1.093}, \"34622\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-03-17 09:40:12.000000+00:00\", \"2022-10-27 04:54:17.000000+00:00\"], \"session_ids\": [\"f5a63ac6-b7e7-4fbc-b1da-6a8ccc53679a\", \"a7577d45-8732-496b-8650-c909a7ee73de\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.656}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or greater than 1511"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\"]]}, \"all_values\": {\"total_duration\": [[1511, 2585]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"8939\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-05 06:59:44.000000+00:00\", \"2022-07-20 13:45:13.000000+00:00\", \"2020-10-16 18:10:07.000000+00:00\", \"2019-04-25 08:21:44.000000+00:00\", \"2020-04-19 01:04:14.000000+00:00\", \"2020-09-02 13:03:44.000000+00:00\", \"2021-07-04 19:26:34.000000+00:00\", \"2019-11-28 09:22:35.000000+00:00\", \"2023-02-25 22:13:28.000000+00:00\", \"2019-01-13 07:02:14.000000+00:00\"], \"session_ids\": [\"b6d7842d-a2d8-4705-a00f-fb5a6dfee797\", \"21c155e6-e104-4c67-90c5-0a8f2b8c7394\", \"eb8c96b0-545f-4fb4-a54f-e6f83590ee37\", \"b19c83e3-8e58-4d75-966c-e6b28b007f81\", \"d7b958bc-9807-41ce-b9c0-35b5bc6a7486\", \"457fecb8-54e3-4f0f-b63d-6aef7654a147\", \"db75c5a3-d743-44d0-a3e5-69d25a014887\", \"ad0aafc5-2bb5-4044-9206-4088c73f9d05\", \"841002bd-5594-4202-9fdc-d459de1a2b91\", \"4cac29b7-a2cf-4816-9ff4-e777d7b8729b\"], \"total_duration\": 2584.0, \"total_sessions\": 10, \"mean_week_duration\": 12.019}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"8939\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-05 06:59:44.000000+00:00\", \"2022-07-20 13:45:13.000000+00:00\", \"2020-10-16 18:10:07.000000+00:00\", \"2019-04-25 08:21:44.000000+00:00\", \"2020-04-19 01:04:14.000000+00:00\", \"2020-09-02 13:03:44.000000+00:00\", \"2021-07-04 19:26:34.000000+00:00\", \"2019-11-28 09:22:35.000000+00:00\", \"2023-02-25 22:13:28.000000+00:00\", \"2019-01-13 07:02:14.000000+00:00\"], \"session_ids\": [\"b6d7842d-a2d8-4705-a00f-fb5a6dfee797\", \"21c155e6-e104-4c67-90c5-0a8f2b8c7394\", \"eb8c96b0-545f-4fb4-a54f-e6f83590ee37\", \"b19c83e3-8e58-4d75-966c-e6b28b007f81\", \"d7b958bc-9807-41ce-b9c0-35b5bc6a7486\", \"457fecb8-54e3-4f0f-b63d-6aef7654a147\", \"db75c5a3-d743-44d0-a3e5-69d25a014887\", \"ad0aafc5-2bb5-4044-9206-4088c73f9d05\", \"841002bd-5594-4202-9fdc-d459de1a2b91\", \"4cac29b7-a2cf-4816-9ff4-e777d7b8729b\"], \"total_duration\": 2584.0, \"total_sessions\": 10, \"mean_week_duration\": 12.019}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"8939\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-05 06:59:44.000000+00:00\", \"2022-07-20 13:45:13.000000+00:00\", \"2020-10-16 18:10:07.000000+00:00\", \"2019-04-25 08:21:44.000000+00:00\", \"2020-04-19 01:04:14.000000+00:00\", \"2020-09-02 13:03:44.000000+00:00\", \"2021-07-04 19:26:34.000000+00:00\", \"2019-11-28 09:22:35.000000+00:00\", \"2023-02-25 22:13:28.000000+00:00\", \"2019-01-13 07:02:14.000000+00:00\"], \"session_ids\": [\"b6d7842d-a2d8-4705-a00f-fb5a6dfee797\", \"21c155e6-e104-4c67-90c5-0a8f2b8c7394\", \"eb8c96b0-545f-4fb4-a54f-e6f83590ee37\", \"b19c83e3-8e58-4d75-966c-e6b28b007f81\", \"d7b958bc-9807-41ce-b9c0-35b5bc6a7486\", \"457fecb8-54e3-4f0f-b63d-6aef7654a147\", \"db75c5a3-d743-44d0-a3e5-69d25a014887\", \"ad0aafc5-2bb5-4044-9206-4088c73f9d05\", \"841002bd-5594-4202-9fdc-d459de1a2b91\", \"4cac29b7-a2cf-4816-9ff4-e777d7b8729b\"], \"total_duration\": 2584.0, \"total_sessions\": 10, \"mean_week_duration\": 12.019}}]\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[{\"8939\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-05 06:59:44.000000+00:00\", \"2022-07-20 13:45:13.000000+00:00\", \"2020-10-16 18:10:07.000000+00:00\", \"2019-04-25 08:21:44.000000+00:00\", \"2020-04-19 01:04:14.000000+00:00\", \"2020-09-02 13:03:44.000000+00:00\", \"2021-07-04 19:26:34.000000+00:00\", \"2019-11-28 09:22:35.000000+00:00\", \"2023-02-25 22:13:28.000000+00:00\", \"2019-01-13 07:02:14.000000+00:00\"], \"session_ids\": [\"b6d7842d-a2d8-4705-a00f-fb5a6dfee797\", \"21c155e6-e104-4c67-90c5-0a8f2b8c7394\", \"eb8c96b0-545f-4fb4-a54f-e6f83590ee37\", \"b19c83e3-8e58-4d75-966c-e6b28b007f81\", \"d7b958bc-9807-41ce-b9c0-35b5bc6a7486\", \"457fecb8-54e3-4f0f-b63d-6aef7654a147\", \"db75c5a3-d743-44d0-a3e5-69d25a014887\", \"ad0aafc5-2bb5-4044-9206-4088c73f9d05\", \"841002bd-5594-4202-9fdc-d459de1a2b91\", \"4cac29b7-a2cf-4816-9ff4-e777d7b8729b\"], \"total_duration\": 2584.0, \"total_sessions\": 10, \"mean_week_duration\": 12.019}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Share insights on 6 users who have overall sessions count larger than 2 inclusive in addition perform sorting by sum of duration of sessions per week in desc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"3979\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-10-04 06:50:12.000000+00:00\", \"2021-06-24 01:55:41.000000+00:00\"], \"session_ids\": [\"3ee6b335-ebf6-451c-b469-5141d5b97e51\", \"55bfdb6e-ed67-4428-ba92-f53c724a146e\"], \"total_duration\": 326.0, \"total_sessions\": 2, \"mean_week_duration\": 3.622}, \"74214\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-03-10 09:24:58.000000+00:00\", \"2019-07-04 17:33:58.000000+00:00\", \"2022-01-20 09:40:07.000000+00:00\", \"2021-10-17 03:07:57.000000+00:00\", \"2020-10-13 08:52:04.000000+00:00\"], \"session_ids\": [\"eb0b935d-f75d-44ba-a243-eab9dd07fee9\", \"a9bf4c5f-cafa-4420-908d-fed5c319120f\", \"21be389e-6796-40f9-bfb4-f8ff67b7ed40\", \"fada8a9d-d36c-4a9d-a0a4-1efcef229f90\", \"cc853d56-d5da-4df6-bcdd-419c1e1303cf\"], \"total_duration\": 44.0, \"total_sessions\": 5, \"mean_week_duration\": 0.331}, \"94611\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-03-22 15:28:12.000000+00:00\", \"2022-03-15 22:59:16.000000+00:00\", \"2023-03-11 15:38:11.000000+00:00\"], \"session_ids\": [\"aa332e95-be15-4634-aa59-585b71fa38de\", \"c8b31de3-ad7f-4fe6-845f-28653e6e1aad\", \"216eda6e-ba4b-4807-98db-fa6cfe3e02f5\"], \"total_duration\": 530.0, \"total_sessions\": 3, \"mean_week_duration\": 10.0}, \"94440\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-11-01 01:13:28.000000+00:00\", \"2022-12-29 13:38:23.000000+00:00\", \"2020-09-29 11:22:45.000000+00:00\", \"2021-01-20 18:29:23.000000+00:00\", \"2022-11-20 23:24:04.000000+00:00\", \"2023-06-03 13:11:23.000000+00:00\", \"2022-09-21 06:26:31.000000+00:00\", \"2021-06-27 09:57:50.000000+00:00\", \"2022-07-06 18:42:52.000000+00:00\", \"2020-10-12 20:29:47.000000+00:00\", \"2023-03-24 20:19:07.000000+00:00\"], \"session_ids\": [\"96a0934b-1f79-4777-a2dc-eadd3b3a2977\", \"9d28a684-f807-4cc0-bf7f-d2a1b6b4b5eb\", \"a86959f2-e937-4ef6-a930-9549396a8bfc\", \"608ab686-8e95-4fba-b970-e795dff274e3\", \"6d975204-ae45-4113-bd80-e9e212d90cf8\", \"dd14b5b8-9b32-444d-a3e3-20cb19731c0a\", \"333f8515-464b-4038-a57f-05ee1c36d028\", \"7c87aee3-1609-4e69-9acd-6dfcdce2d0ef\", \"c7cb5c63-eba5-4683-855c-a7172578ec4b\", \"82a487be-81fd-49e4-92ed-934b632215fc\", \"66d3637c-9716-45ed-84da-f68747c4fd2f\"], \"total_duration\": 20932.0, \"total_sessions\": 11, \"mean_week_duration\": 111.34}, \"63488\": {\"keyflows\": {\"Sign In Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-05-18 17:07:56.000000+00:00\", \"2020-11-08 20:10:36.000000+00:00\", \"2020-04-04 02:39:20.000000+00:00\", \"2021-09-11 13:56:23.000000+00:00\"], \"session_ids\": [\"0150eb05-425c-4ec8-a5b1-898aa5c86bd0\", \"343c67ba-34d1-4de5-9555-5364bf713a0e\", \"d2df8798-7c1a-417f-b7f0-1b449b390457\", \"ac10491b-c78a-4161-b981-ad6d2e69a655\"], \"total_duration\": 1363.0, \"total_sessions\": 4, \"mean_week_duration\": 12.279}, \"97460\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-29 15:47:02.000000+00:00\", \"2019-05-21 00:54:30.000000+00:00\"], \"session_ids\": [\"8d47670b-179e-4eeb-87bc-5f33d53b1f8b\", \"e8e94ea9-b6a7-4e3d-8ed1-a8e8605471a6\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.162}, \"9085\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-17 06:13:45.000000+00:00\", \"2020-04-13 13:13:45.000000+00:00\", \"2019-10-13 21:34:55.000000+00:00\", \"2019-08-17 07:48:45.000000+00:00\", \"2023-05-25 22:21:29.000000+00:00\", \"2020-04-12 09:28:35.000000+00:00\", \"2022-09-16 20:42:13.000000+00:00\", \"2023-04-24 20:02:09.000000+00:00\", \"2022-06-25 21:48:59.000000+00:00\", \"2020-09-01 21:57:43.000000+00:00\"], \"session_ids\": [\"37e1c95a-3ad8-4d41-bea3-5fd405616191\", \"64d9af5a-e2eb-4a97-9d72-c290494eee65\", \"c239d032-5c9a-4a94-8f44-dacc0697c258\", \"7da70a83-8563-4dcb-a945-45ddfbe463fb\", \"1a3cb8be-6a00-413c-80b2-5ddf18207e18\", \"2ed4c64a-ce23-4b5a-9884-7dfce713f558\", \"e76aea74-b7e7-4776-8e65-5752422c2043\", \"f0b0e1dd-4f06-4854-9c27-db3cb1572afb\", \"01823197-d816-4391-b8fc-1d0f7e9a0d78\", \"b093b3e7-ddcc-4b29-9cf7-78704604c561\"], \"total_duration\": 6489.0, \"total_sessions\": 10, \"mean_week_duration\": 32.939}, \"56741\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-01-29 11:59:04.000000+00:00\", \"2020-05-08 18:15:54.000000+00:00\", \"2020-08-01 15:35:31.000000+00:00\", \"2021-09-18 14:04:36.000000+00:00\"], \"session_ids\": [\"60d0d29f-73e5-4c27-bae9-6cf3003b0e9b\", \"5f06cef9-6a15-4263-a4cd-af825975bc85\", \"5c946853-22f9-42ae-a804-bfaf101402d2\", \"c2c77444-3cb1-43a5-b9c3-815f5b6457e5\"], \"total_duration\": 50.0, \"total_sessions\": 4, \"mean_week_duration\": 0.704}, \"86419\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-06-09 17:30:46.000000+00:00\", \"2023-05-13 20:18:03.000000+00:00\", \"2021-04-06 03:50:38.000000+00:00\", \"2022-09-26 01:09:30.000000+00:00\", \"2021-02-13 00:36:55.000000+00:00\", \"2023-01-31 22:52:35.000000+00:00\", \"2019-09-11 11:03:01.000000+00:00\", \"2022-03-03 12:52:07.000000+00:00\"], \"session_ids\": [\"45d1e9dd-57b6-495c-a73c-326febdcdcb6\", \"a1d13be0-a088-4c46-9180-6ada0dcc5f60\", \"52686877-1dfd-4ef6-be4e-ac81a8e3e55e\", \"fce0a2ed-db97-4846-9d13-e89ed1740d98\", \"24743ad0-7ce9-4fed-90b6-c7090c9f6be7\", \"fe98c557-d869-49be-82b1-3aec7bfa2c0e\", \"177c198e-d100-4e11-aa9a-b606e5c2cda3\", \"898a7910-322a-424c-8ade-b4314befa4a0\"], \"total_duration\": 308.0, \"total_sessions\": 8, \"mean_week_duration\": 1.604}, \"88980\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-11-26 18:18:46.000000+00:00\", \"2019-10-15 15:02:28.000000+00:00\", \"2020-11-30 00:29:42.000000+00:00\"], \"session_ids\": [\"19cf20db-cbf7-4e7d-9cdf-610dc74de41d\", \"65a466ef-1bb3-463c-b6b1-35a950b0a1e4\", \"8a5d5ce6-8246-4653-8a15-74fcc15b3882\"], \"total_duration\": 45.0, \"total_sessions\": 3, \"mean_week_duration\": 0.763}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or greater than 2"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\"]]}, \"all_values\": {\"total_sessions\": [[2, 6]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"3979\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-10-04 06:50:12.000000+00:00\", \"2021-06-24 01:55:41.000000+00:00\"], \"session_ids\": [\"3ee6b335-ebf6-451c-b469-5141d5b97e51\", \"55bfdb6e-ed67-4428-ba92-f53c724a146e\"], \"total_duration\": 326.0, \"total_sessions\": 2, \"mean_week_duration\": 3.622}, \"74214\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-03-10 09:24:58.000000+00:00\", \"2019-07-04 17:33:58.000000+00:00\", \"2022-01-20 09:40:07.000000+00:00\", \"2021-10-17 03:07:57.000000+00:00\", \"2020-10-13 08:52:04.000000+00:00\"], \"session_ids\": [\"eb0b935d-f75d-44ba-a243-eab9dd07fee9\", \"a9bf4c5f-cafa-4420-908d-fed5c319120f\", \"21be389e-6796-40f9-bfb4-f8ff67b7ed40\", \"fada8a9d-d36c-4a9d-a0a4-1efcef229f90\", \"cc853d56-d5da-4df6-bcdd-419c1e1303cf\"], \"total_duration\": 44.0, \"total_sessions\": 5, \"mean_week_duration\": 0.331}, \"94611\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-03-22 15:28:12.000000+00:00\", \"2022-03-15 22:59:16.000000+00:00\", \"2023-03-11 15:38:11.000000+00:00\"], \"session_ids\": [\"aa332e95-be15-4634-aa59-585b71fa38de\", \"c8b31de3-ad7f-4fe6-845f-28653e6e1aad\", \"216eda6e-ba4b-4807-98db-fa6cfe3e02f5\"], \"total_duration\": 530.0, \"total_sessions\": 3, \"mean_week_duration\": 10.0}, \"94440\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-11-01 01:13:28.000000+00:00\", \"2022-12-29 13:38:23.000000+00:00\", \"2020-09-29 11:22:45.000000+00:00\", \"2021-01-20 18:29:23.000000+00:00\", \"2022-11-20 23:24:04.000000+00:00\", \"2023-06-03 13:11:23.000000+00:00\", \"2022-09-21 06:26:31.000000+00:00\", \"2021-06-27 09:57:50.000000+00:00\", \"2022-07-06 18:42:52.000000+00:00\", \"2020-10-12 20:29:47.000000+00:00\", \"2023-03-24 20:19:07.000000+00:00\"], \"session_ids\": [\"96a0934b-1f79-4777-a2dc-eadd3b3a2977\", \"9d28a684-f807-4cc0-bf7f-d2a1b6b4b5eb\", \"a86959f2-e937-4ef6-a930-9549396a8bfc\", \"608ab686-8e95-4fba-b970-e795dff274e3\", \"6d975204-ae45-4113-bd80-e9e212d90cf8\", \"dd14b5b8-9b32-444d-a3e3-20cb19731c0a\", \"333f8515-464b-4038-a57f-05ee1c36d028\", \"7c87aee3-1609-4e69-9acd-6dfcdce2d0ef\", \"c7cb5c63-eba5-4683-855c-a7172578ec4b\", \"82a487be-81fd-49e4-92ed-934b632215fc\", \"66d3637c-9716-45ed-84da-f68747c4fd2f\"], \"total_duration\": 20932.0, \"total_sessions\": 11, \"mean_week_duration\": 111.34}, \"63488\": {\"keyflows\": {\"Sign In Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-05-18 17:07:56.000000+00:00\", \"2020-11-08 20:10:36.000000+00:00\", \"2020-04-04 02:39:20.000000+00:00\", \"2021-09-11 13:56:23.000000+00:00\"], \"session_ids\": [\"0150eb05-425c-4ec8-a5b1-898aa5c86bd0\", \"343c67ba-34d1-4de5-9555-5364bf713a0e\", \"d2df8798-7c1a-417f-b7f0-1b449b390457\", \"ac10491b-c78a-4161-b981-ad6d2e69a655\"], \"total_duration\": 1363.0, \"total_sessions\": 4, \"mean_week_duration\": 12.279}, \"97460\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-29 15:47:02.000000+00:00\", \"2019-05-21 00:54:30.000000+00:00\"], \"session_ids\": [\"8d47670b-179e-4eeb-87bc-5f33d53b1f8b\", \"e8e94ea9-b6a7-4e3d-8ed1-a8e8605471a6\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.162}, \"9085\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-17 06:13:45.000000+00:00\", \"2020-04-13 13:13:45.000000+00:00\", \"2019-10-13 21:34:55.000000+00:00\", \"2019-08-17 07:48:45.000000+00:00\", \"2023-05-25 22:21:29.000000+00:00\", \"2020-04-12 09:28:35.000000+00:00\", \"2022-09-16 20:42:13.000000+00:00\", \"2023-04-24 20:02:09.000000+00:00\", \"2022-06-25 21:48:59.000000+00:00\", \"2020-09-01 21:57:43.000000+00:00\"], \"session_ids\": [\"37e1c95a-3ad8-4d41-bea3-5fd405616191\", \"64d9af5a-e2eb-4a97-9d72-c290494eee65\", \"c239d032-5c9a-4a94-8f44-dacc0697c258\", \"7da70a83-8563-4dcb-a945-45ddfbe463fb\", \"1a3cb8be-6a00-413c-80b2-5ddf18207e18\", \"2ed4c64a-ce23-4b5a-9884-7dfce713f558\", \"e76aea74-b7e7-4776-8e65-5752422c2043\", \"f0b0e1dd-4f06-4854-9c27-db3cb1572afb\", \"01823197-d816-4391-b8fc-1d0f7e9a0d78\", \"b093b3e7-ddcc-4b29-9cf7-78704604c561\"], \"total_duration\": 6489.0, \"total_sessions\": 10, \"mean_week_duration\": 32.939}, \"56741\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-01-29 11:59:04.000000+00:00\", \"2020-05-08 18:15:54.000000+00:00\", \"2020-08-01 15:35:31.000000+00:00\", \"2021-09-18 14:04:36.000000+00:00\"], \"session_ids\": [\"60d0d29f-73e5-4c27-bae9-6cf3003b0e9b\", \"5f06cef9-6a15-4263-a4cd-af825975bc85\", \"5c946853-22f9-42ae-a804-bfaf101402d2\", \"c2c77444-3cb1-43a5-b9c3-815f5b6457e5\"], \"total_duration\": 50.0, \"total_sessions\": 4, \"mean_week_duration\": 0.704}, \"86419\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-06-09 17:30:46.000000+00:00\", \"2023-05-13 20:18:03.000000+00:00\", \"2021-04-06 03:50:38.000000+00:00\", \"2022-09-26 01:09:30.000000+00:00\", \"2021-02-13 00:36:55.000000+00:00\", \"2023-01-31 22:52:35.000000+00:00\", \"2019-09-11 11:03:01.000000+00:00\", \"2022-03-03 12:52:07.000000+00:00\"], \"session_ids\": [\"45d1e9dd-57b6-495c-a73c-326febdcdcb6\", \"a1d13be0-a088-4c46-9180-6ada0dcc5f60\", \"52686877-1dfd-4ef6-be4e-ac81a8e3e55e\", \"fce0a2ed-db97-4846-9d13-e89ed1740d98\", \"24743ad0-7ce9-4fed-90b6-c7090c9f6be7\", \"fe98c557-d869-49be-82b1-3aec7bfa2c0e\", \"177c198e-d100-4e11-aa9a-b606e5c2cda3\", \"898a7910-322a-424c-8ade-b4314befa4a0\"], \"total_duration\": 308.0, \"total_sessions\": 8, \"mean_week_duration\": 1.604}, \"88980\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-11-26 18:18:46.000000+00:00\", \"2019-10-15 15:02:28.000000+00:00\", \"2020-11-30 00:29:42.000000+00:00\"], \"session_ids\": [\"19cf20db-cbf7-4e7d-9cdf-610dc74de41d\", \"65a466ef-1bb3-463c-b6b1-35a950b0a1e4\", \"8a5d5ce6-8246-4653-8a15-74fcc15b3882\"], \"total_duration\": 45.0, \"total_sessions\": 3, \"mean_week_duration\": 0.763}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"94440\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-11-01 01:13:28.000000+00:00\", \"2022-12-29 13:38:23.000000+00:00\", \"2020-09-29 11:22:45.000000+00:00\", \"2021-01-20 18:29:23.000000+00:00\", \"2022-11-20 23:24:04.000000+00:00\", \"2023-06-03 13:11:23.000000+00:00\", \"2022-09-21 06:26:31.000000+00:00\", \"2021-06-27 09:57:50.000000+00:00\", \"2022-07-06 18:42:52.000000+00:00\", \"2020-10-12 20:29:47.000000+00:00\", \"2023-03-24 20:19:07.000000+00:00\"], \"session_ids\": [\"96a0934b-1f79-4777-a2dc-eadd3b3a2977\", \"9d28a684-f807-4cc0-bf7f-d2a1b6b4b5eb\", \"a86959f2-e937-4ef6-a930-9549396a8bfc\", \"608ab686-8e95-4fba-b970-e795dff274e3\", \"6d975204-ae45-4113-bd80-e9e212d90cf8\", \"dd14b5b8-9b32-444d-a3e3-20cb19731c0a\", \"333f8515-464b-4038-a57f-05ee1c36d028\", \"7c87aee3-1609-4e69-9acd-6dfcdce2d0ef\", \"c7cb5c63-eba5-4683-855c-a7172578ec4b\", \"82a487be-81fd-49e4-92ed-934b632215fc\", \"66d3637c-9716-45ed-84da-f68747c4fd2f\"], \"total_duration\": 20932.0, \"total_sessions\": 11, \"mean_week_duration\": 111.34}}, {\"9085\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-17 06:13:45.000000+00:00\", \"2020-04-13 13:13:45.000000+00:00\", \"2019-10-13 21:34:55.000000+00:00\", \"2019-08-17 07:48:45.000000+00:00\", \"2023-05-25 22:21:29.000000+00:00\", \"2020-04-12 09:28:35.000000+00:00\", \"2022-09-16 20:42:13.000000+00:00\", \"2023-04-24 20:02:09.000000+00:00\", \"2022-06-25 21:48:59.000000+00:00\", \"2020-09-01 21:57:43.000000+00:00\"], \"session_ids\": [\"37e1c95a-3ad8-4d41-bea3-5fd405616191\", \"64d9af5a-e2eb-4a97-9d72-c290494eee65\", \"c239d032-5c9a-4a94-8f44-dacc0697c258\", \"7da70a83-8563-4dcb-a945-45ddfbe463fb\", \"1a3cb8be-6a00-413c-80b2-5ddf18207e18\", \"2ed4c64a-ce23-4b5a-9884-7dfce713f558\", \"e76aea74-b7e7-4776-8e65-5752422c2043\", \"f0b0e1dd-4f06-4854-9c27-db3cb1572afb\", \"01823197-d816-4391-b8fc-1d0f7e9a0d78\", \"b093b3e7-ddcc-4b29-9cf7-78704604c561\"], \"total_duration\": 6489.0, \"total_sessions\": 10, \"mean_week_duration\": 32.939}}, {\"63488\": {\"keyflows\": {\"Sign In Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-05-18 17:07:56.000000+00:00\", \"2020-11-08 20:10:36.000000+00:00\", \"2020-04-04 02:39:20.000000+00:00\", \"2021-09-11 13:56:23.000000+00:00\"], \"session_ids\": [\"0150eb05-425c-4ec8-a5b1-898aa5c86bd0\", \"343c67ba-34d1-4de5-9555-5364bf713a0e\", \"d2df8798-7c1a-417f-b7f0-1b449b390457\", \"ac10491b-c78a-4161-b981-ad6d2e69a655\"], \"total_duration\": 1363.0, \"total_sessions\": 4, \"mean_week_duration\": 12.279}}, {\"94611\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-03-22 15:28:12.000000+00:00\", \"2022-03-15 22:59:16.000000+00:00\", \"2023-03-11 15:38:11.000000+00:00\"], \"session_ids\": [\"aa332e95-be15-4634-aa59-585b71fa38de\", \"c8b31de3-ad7f-4fe6-845f-28653e6e1aad\", \"216eda6e-ba4b-4807-98db-fa6cfe3e02f5\"], \"total_duration\": 530.0, \"total_sessions\": 3, \"mean_week_duration\": 10.0}}, {\"3979\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-10-04 06:50:12.000000+00:00\", \"2021-06-24 01:55:41.000000+00:00\"], \"session_ids\": [\"3ee6b335-ebf6-451c-b469-5141d5b97e51\", \"55bfdb6e-ed67-4428-ba92-f53c724a146e\"], \"total_duration\": 326.0, \"total_sessions\": 2, \"mean_week_duration\": 3.622}}, {\"86419\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-06-09 17:30:46.000000+00:00\", \"2023-05-13 20:18:03.000000+00:00\", \"2021-04-06 03:50:38.000000+00:00\", \"2022-09-26 01:09:30.000000+00:00\", \"2021-02-13 00:36:55.000000+00:00\", \"2023-01-31 22:52:35.000000+00:00\", \"2019-09-11 11:03:01.000000+00:00\", \"2022-03-03 12:52:07.000000+00:00\"], \"session_ids\": [\"45d1e9dd-57b6-495c-a73c-326febdcdcb6\", \"a1d13be0-a088-4c46-9180-6ada0dcc5f60\", \"52686877-1dfd-4ef6-be4e-ac81a8e3e55e\", \"fce0a2ed-db97-4846-9d13-e89ed1740d98\", \"24743ad0-7ce9-4fed-90b6-c7090c9f6be7\", \"fe98c557-d869-49be-82b1-3aec7bfa2c0e\", \"177c198e-d100-4e11-aa9a-b606e5c2cda3\", \"898a7910-322a-424c-8ade-b4314befa4a0\"], \"total_duration\": 308.0, \"total_sessions\": 8, \"mean_week_duration\": 1.604}}, {\"88980\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-11-26 18:18:46.000000+00:00\", \"2019-10-15 15:02:28.000000+00:00\", \"2020-11-30 00:29:42.000000+00:00\"], \"session_ids\": [\"19cf20db-cbf7-4e7d-9cdf-610dc74de41d\", \"65a466ef-1bb3-463c-b6b1-35a950b0a1e4\", \"8a5d5ce6-8246-4653-8a15-74fcc15b3882\"], \"total_duration\": 45.0, \"total_sessions\": 3, \"mean_week_duration\": 0.763}}, {\"56741\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-01-29 11:59:04.000000+00:00\", \"2020-05-08 18:15:54.000000+00:00\", \"2020-08-01 15:35:31.000000+00:00\", \"2021-09-18 14:04:36.000000+00:00\"], \"session_ids\": [\"60d0d29f-73e5-4c27-bae9-6cf3003b0e9b\", \"5f06cef9-6a15-4263-a4cd-af825975bc85\", \"5c946853-22f9-42ae-a804-bfaf101402d2\", \"c2c77444-3cb1-43a5-b9c3-815f5b6457e5\"], \"total_duration\": 50.0, \"total_sessions\": 4, \"mean_week_duration\": 0.704}}, {\"74214\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-03-10 09:24:58.000000+00:00\", \"2019-07-04 17:33:58.000000+00:00\", \"2022-01-20 09:40:07.000000+00:00\", \"2021-10-17 03:07:57.000000+00:00\", \"2020-10-13 08:52:04.000000+00:00\"], \"session_ids\": [\"eb0b935d-f75d-44ba-a243-eab9dd07fee9\", \"a9bf4c5f-cafa-4420-908d-fed5c319120f\", \"21be389e-6796-40f9-bfb4-f8ff67b7ed40\", \"fada8a9d-d36c-4a9d-a0a4-1efcef229f90\", \"cc853d56-d5da-4df6-bcdd-419c1e1303cf\"], \"total_duration\": 44.0, \"total_sessions\": 5, \"mean_week_duration\": 0.331}}, {\"97460\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-29 15:47:02.000000+00:00\", \"2019-05-21 00:54:30.000000+00:00\"], \"session_ids\": [\"8d47670b-179e-4eeb-87bc-5f33d53b1f8b\", \"e8e94ea9-b6a7-4e3d-8ed1-a8e8605471a6\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.162}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 6 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"94440\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-11-01 01:13:28.000000+00:00\", \"2022-12-29 13:38:23.000000+00:00\", \"2020-09-29 11:22:45.000000+00:00\", \"2021-01-20 18:29:23.000000+00:00\", \"2022-11-20 23:24:04.000000+00:00\", \"2023-06-03 13:11:23.000000+00:00\", \"2022-09-21 06:26:31.000000+00:00\", \"2021-06-27 09:57:50.000000+00:00\", \"2022-07-06 18:42:52.000000+00:00\", \"2020-10-12 20:29:47.000000+00:00\", \"2023-03-24 20:19:07.000000+00:00\"], \"session_ids\": [\"96a0934b-1f79-4777-a2dc-eadd3b3a2977\", \"9d28a684-f807-4cc0-bf7f-d2a1b6b4b5eb\", \"a86959f2-e937-4ef6-a930-9549396a8bfc\", \"608ab686-8e95-4fba-b970-e795dff274e3\", \"6d975204-ae45-4113-bd80-e9e212d90cf8\", \"dd14b5b8-9b32-444d-a3e3-20cb19731c0a\", \"333f8515-464b-4038-a57f-05ee1c36d028\", \"7c87aee3-1609-4e69-9acd-6dfcdce2d0ef\", \"c7cb5c63-eba5-4683-855c-a7172578ec4b\", \"82a487be-81fd-49e4-92ed-934b632215fc\", \"66d3637c-9716-45ed-84da-f68747c4fd2f\"], \"total_duration\": 20932.0, \"total_sessions\": 11, \"mean_week_duration\": 111.34}}, {\"9085\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-17 06:13:45.000000+00:00\", \"2020-04-13 13:13:45.000000+00:00\", \"2019-10-13 21:34:55.000000+00:00\", \"2019-08-17 07:48:45.000000+00:00\", \"2023-05-25 22:21:29.000000+00:00\", \"2020-04-12 09:28:35.000000+00:00\", \"2022-09-16 20:42:13.000000+00:00\", \"2023-04-24 20:02:09.000000+00:00\", \"2022-06-25 21:48:59.000000+00:00\", \"2020-09-01 21:57:43.000000+00:00\"], \"session_ids\": [\"37e1c95a-3ad8-4d41-bea3-5fd405616191\", \"64d9af5a-e2eb-4a97-9d72-c290494eee65\", \"c239d032-5c9a-4a94-8f44-dacc0697c258\", \"7da70a83-8563-4dcb-a945-45ddfbe463fb\", \"1a3cb8be-6a00-413c-80b2-5ddf18207e18\", \"2ed4c64a-ce23-4b5a-9884-7dfce713f558\", \"e76aea74-b7e7-4776-8e65-5752422c2043\", \"f0b0e1dd-4f06-4854-9c27-db3cb1572afb\", \"01823197-d816-4391-b8fc-1d0f7e9a0d78\", \"b093b3e7-ddcc-4b29-9cf7-78704604c561\"], \"total_duration\": 6489.0, \"total_sessions\": 10, \"mean_week_duration\": 32.939}}, {\"63488\": {\"keyflows\": {\"Sign In Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-05-18 17:07:56.000000+00:00\", \"2020-11-08 20:10:36.000000+00:00\", \"2020-04-04 02:39:20.000000+00:00\", \"2021-09-11 13:56:23.000000+00:00\"], \"session_ids\": [\"0150eb05-425c-4ec8-a5b1-898aa5c86bd0\", \"343c67ba-34d1-4de5-9555-5364bf713a0e\", \"d2df8798-7c1a-417f-b7f0-1b449b390457\", \"ac10491b-c78a-4161-b981-ad6d2e69a655\"], \"total_duration\": 1363.0, \"total_sessions\": 4, \"mean_week_duration\": 12.279}}, {\"94611\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-03-22 15:28:12.000000+00:00\", \"2022-03-15 22:59:16.000000+00:00\", \"2023-03-11 15:38:11.000000+00:00\"], \"session_ids\": [\"aa332e95-be15-4634-aa59-585b71fa38de\", \"c8b31de3-ad7f-4fe6-845f-28653e6e1aad\", \"216eda6e-ba4b-4807-98db-fa6cfe3e02f5\"], \"total_duration\": 530.0, \"total_sessions\": 3, \"mean_week_duration\": 10.0}}, {\"3979\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-10-04 06:50:12.000000+00:00\", \"2021-06-24 01:55:41.000000+00:00\"], \"session_ids\": [\"3ee6b335-ebf6-451c-b469-5141d5b97e51\", \"55bfdb6e-ed67-4428-ba92-f53c724a146e\"], \"total_duration\": 326.0, \"total_sessions\": 2, \"mean_week_duration\": 3.622}}, {\"86419\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-06-09 17:30:46.000000+00:00\", \"2023-05-13 20:18:03.000000+00:00\", \"2021-04-06 03:50:38.000000+00:00\", \"2022-09-26 01:09:30.000000+00:00\", \"2021-02-13 00:36:55.000000+00:00\", \"2023-01-31 22:52:35.000000+00:00\", \"2019-09-11 11:03:01.000000+00:00\", \"2022-03-03 12:52:07.000000+00:00\"], \"session_ids\": [\"45d1e9dd-57b6-495c-a73c-326febdcdcb6\", \"a1d13be0-a088-4c46-9180-6ada0dcc5f60\", \"52686877-1dfd-4ef6-be4e-ac81a8e3e55e\", \"fce0a2ed-db97-4846-9d13-e89ed1740d98\", \"24743ad0-7ce9-4fed-90b6-c7090c9f6be7\", \"fe98c557-d869-49be-82b1-3aec7bfa2c0e\", \"177c198e-d100-4e11-aa9a-b606e5c2cda3\", \"898a7910-322a-424c-8ade-b4314befa4a0\"], \"total_duration\": 308.0, \"total_sessions\": 8, \"mean_week_duration\": 1.604}}]\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[{\"94440\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-11-01 01:13:28.000000+00:00\", \"2022-12-29 13:38:23.000000+00:00\", \"2020-09-29 11:22:45.000000+00:00\", \"2021-01-20 18:29:23.000000+00:00\", \"2022-11-20 23:24:04.000000+00:00\", \"2023-06-03 13:11:23.000000+00:00\", \"2022-09-21 06:26:31.000000+00:00\", \"2021-06-27 09:57:50.000000+00:00\", \"2022-07-06 18:42:52.000000+00:00\", \"2020-10-12 20:29:47.000000+00:00\", \"2023-03-24 20:19:07.000000+00:00\"], \"session_ids\": [\"96a0934b-1f79-4777-a2dc-eadd3b3a2977\", \"9d28a684-f807-4cc0-bf7f-d2a1b6b4b5eb\", \"a86959f2-e937-4ef6-a930-9549396a8bfc\", \"608ab686-8e95-4fba-b970-e795dff274e3\", \"6d975204-ae45-4113-bd80-e9e212d90cf8\", \"dd14b5b8-9b32-444d-a3e3-20cb19731c0a\", \"333f8515-464b-4038-a57f-05ee1c36d028\", \"7c87aee3-1609-4e69-9acd-6dfcdce2d0ef\", \"c7cb5c63-eba5-4683-855c-a7172578ec4b\", \"82a487be-81fd-49e4-92ed-934b632215fc\", \"66d3637c-9716-45ed-84da-f68747c4fd2f\"], \"total_duration\": 20932.0, \"total_sessions\": 11, \"mean_week_duration\": 111.34}}, {\"9085\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-17 06:13:45.000000+00:00\", \"2020-04-13 13:13:45.000000+00:00\", \"2019-10-13 21:34:55.000000+00:00\", \"2019-08-17 07:48:45.000000+00:00\", \"2023-05-25 22:21:29.000000+00:00\", \"2020-04-12 09:28:35.000000+00:00\", \"2022-09-16 20:42:13.000000+00:00\", \"2023-04-24 20:02:09.000000+00:00\", \"2022-06-25 21:48:59.000000+00:00\", \"2020-09-01 21:57:43.000000+00:00\"], \"session_ids\": [\"37e1c95a-3ad8-4d41-bea3-5fd405616191\", \"64d9af5a-e2eb-4a97-9d72-c290494eee65\", \"c239d032-5c9a-4a94-8f44-dacc0697c258\", \"7da70a83-8563-4dcb-a945-45ddfbe463fb\", \"1a3cb8be-6a00-413c-80b2-5ddf18207e18\", \"2ed4c64a-ce23-4b5a-9884-7dfce713f558\", \"e76aea74-b7e7-4776-8e65-5752422c2043\", \"f0b0e1dd-4f06-4854-9c27-db3cb1572afb\", \"01823197-d816-4391-b8fc-1d0f7e9a0d78\", \"b093b3e7-ddcc-4b29-9cf7-78704604c561\"], \"total_duration\": 6489.0, \"total_sessions\": 10, \"mean_week_duration\": 32.939}}, {\"63488\": {\"keyflows\": {\"Sign In Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-05-18 17:07:56.000000+00:00\", \"2020-11-08 20:10:36.000000+00:00\", \"2020-04-04 02:39:20.000000+00:00\", \"2021-09-11 13:56:23.000000+00:00\"], \"session_ids\": [\"0150eb05-425c-4ec8-a5b1-898aa5c86bd0\", \"343c67ba-34d1-4de5-9555-5364bf713a0e\", \"d2df8798-7c1a-417f-b7f0-1b449b390457\", \"ac10491b-c78a-4161-b981-ad6d2e69a655\"], \"total_duration\": 1363.0, \"total_sessions\": 4, \"mean_week_duration\": 12.279}}, {\"94611\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-03-22 15:28:12.000000+00:00\", \"2022-03-15 22:59:16.000000+00:00\", \"2023-03-11 15:38:11.000000+00:00\"], \"session_ids\": [\"aa332e95-be15-4634-aa59-585b71fa38de\", \"c8b31de3-ad7f-4fe6-845f-28653e6e1aad\", \"216eda6e-ba4b-4807-98db-fa6cfe3e02f5\"], \"total_duration\": 530.0, \"total_sessions\": 3, \"mean_week_duration\": 10.0}}, {\"3979\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-10-04 06:50:12.000000+00:00\", \"2021-06-24 01:55:41.000000+00:00\"], \"session_ids\": [\"3ee6b335-ebf6-451c-b469-5141d5b97e51\", \"55bfdb6e-ed67-4428-ba92-f53c724a146e\"], \"total_duration\": 326.0, \"total_sessions\": 2, \"mean_week_duration\": 3.622}}, {\"86419\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-06-09 17:30:46.000000+00:00\", \"2023-05-13 20:18:03.000000+00:00\", \"2021-04-06 03:50:38.000000+00:00\", \"2022-09-26 01:09:30.000000+00:00\", \"2021-02-13 00:36:55.000000+00:00\", \"2023-01-31 22:52:35.000000+00:00\", \"2019-09-11 11:03:01.000000+00:00\", \"2022-03-03 12:52:07.000000+00:00\"], \"session_ids\": [\"45d1e9dd-57b6-495c-a73c-326febdcdcb6\", \"a1d13be0-a088-4c46-9180-6ada0dcc5f60\", \"52686877-1dfd-4ef6-be4e-ac81a8e3e55e\", \"fce0a2ed-db97-4846-9d13-e89ed1740d98\", \"24743ad0-7ce9-4fed-90b6-c7090c9f6be7\", \"fe98c557-d869-49be-82b1-3aec7bfa2c0e\", \"177c198e-d100-4e11-aa9a-b606e5c2cda3\", \"898a7910-322a-424c-8ade-b4314befa4a0\"], \"total_duration\": 308.0, \"total_sessions\": 8, \"mean_week_duration\": 1.604}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about user who has average of total time spent in the app per week bigger than 50 and smaller than 13 (not including) , moreover do sorting by time in app per week ascending , and remain only 2 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"7781\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-12-14 05:28:05.000000+00:00\", \"2020-09-01 19:02:24.000000+00:00\"], \"session_ids\": [\"2c7e0947-6388-478b-a9bf-bb5acbc3bf90\", \"a52b7c18-1482-43e0-b462-0bbcc8b9e982\"], \"total_duration\": 488.0, \"total_sessions\": 2, \"mean_week_duration\": 12.842}, \"32743\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-04-06 01:05:29.000000+00:00\", \"2019-07-09 10:14:58.000000+00:00\", \"2023-03-10 12:53:35.000000+00:00\", \"2020-05-30 22:35:36.000000+00:00\", \"2021-07-22 16:48:34.000000+00:00\", \"2019-04-07 03:51:57.000000+00:00\", \"2019-07-14 22:02:05.000000+00:00\", \"2020-03-06 00:15:21.000000+00:00\", \"2019-11-28 04:15:47.000000+00:00\"], \"session_ids\": [\"438135b9-cb29-4a26-8d57-19229e750abc\", \"b865dfc0-0360-4a13-ab47-be6f70fb3a0f\", \"8335e842-a7d9-4347-8eb0-2ec86c4b3572\", \"e9dcf46f-a693-45d2-89f5-9b2e48375d7f\", \"a5139bc2-b3ea-4e55-be22-8222d1d805bb\", \"670f7652-079a-4dba-91fd-b43bc3ea86b9\", \"3eda38cd-763b-4ca7-b5c1-6f18adfe9e7c\", \"49a23aee-2716-42e2-b511-f445bcf8dca1\", \"f56f6333-9809-4f30-8523-71fef7124019\"], \"total_duration\": 2042.0, \"total_sessions\": 9, \"mean_week_duration\": 9.77}, \"84313\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-05-15 07:41:53.000000+00:00\", \"2021-07-01 16:57:15.000000+00:00\"], \"session_ids\": [\"7b4efd48-d8a0-4010-bb0f-62c0b7bf560b\", \"100c6dcd-8b9b-4a71-9a4a-a8c8e72ab168\"], \"total_duration\": 440.0, \"total_sessions\": 2, \"mean_week_duration\": 7.458}, \"61191\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-08-12 14:05:12.000000+00:00\", \"2019-05-19 12:26:19.000000+00:00\"], \"session_ids\": [\"b3a07894-7157-49ac-8c93-303090b5efaa\", \"a294134f-4448-49ba-a230-13b3d881c04e\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 2.831}, \"91490\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 8, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-03-04 02:03:14.000000+00:00\", \"2019-04-10 16:33:20.000000+00:00\", \"2019-07-22 02:31:19.000000+00:00\", \"2022-02-07 04:41:31.000000+00:00\"], \"session_ids\": [\"34a7f17c-4384-4e66-9c43-260a2f0c8b03\", \"9a903723-7818-40d6-a100-c61a362d7e39\", \"5c6f0d8b-f694-40cb-b778-fb0e4e10d1b5\", \"cff17864-8b47-4f89-ab7b-d94754f97c7e\"], \"total_duration\": 1108.0, \"total_sessions\": 4, \"mean_week_duration\": 7.486}, \"51678\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-04-23 03:05:03.000000+00:00\", \"2019-10-11 19:49:01.000000+00:00\"], \"session_ids\": [\"8cb29403-446d-4551-88e1-37d1e4ecd7ff\", \"fbc6a584-1886-4b5f-ad58-cefd479e2818\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.588}, \"60159\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-03-02 09:24:53.000000+00:00\", \"2022-07-14 12:35:14.000000+00:00\"], \"session_ids\": [\"75fd0925-ad57-4444-b54a-375b1b58ad34\", \"f8db2712-78ed-449b-8f8d-3c4531486d42\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.545}, \"27888\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 6, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-08-28 08:31:53.000000+00:00\", \"2019-08-26 21:42:21.000000+00:00\", \"2019-12-10 03:45:29.000000+00:00\"], \"session_ids\": [\"1255207a-9f04-4518-bda3-8d6affaa3cba\", \"b4d44e9d-43a3-436c-ad84-9c48e700c80f\", \"73b92143-1420-4a82-8d6c-29204df075bc\"], \"total_duration\": 126.0, \"total_sessions\": 3, \"mean_week_duration\": 2.377}, \"61062\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-02-22 14:29:51.000000+00:00\", \"2022-04-05 15:19:35.000000+00:00\"], \"session_ids\": [\"10351881-bfa9-4385-ae34-816eba974067\", \"8683c682-efbe-4f9f-8479-b992910e747d\"], \"total_duration\": 199.0, \"total_sessions\": 2, \"mean_week_duration\": 4.326}, \"64195\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-10 02:01:07.000000+00:00\", \"2021-09-01 17:49:26.000000+00:00\"], \"session_ids\": [\"8eaaeda4-f12f-4a98-b60e-0d1aa5d9cf79\", \"d9a9b7b7-ecd3-45ec-851f-5f6937c33168\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.516}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are less than 13 and are equal or greater than 50"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[13, 50]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"7781\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-12-14 05:28:05.000000+00:00\", \"2020-09-01 19:02:24.000000+00:00\"], \"session_ids\": [\"2c7e0947-6388-478b-a9bf-bb5acbc3bf90\", \"a52b7c18-1482-43e0-b462-0bbcc8b9e982\"], \"total_duration\": 488.0, \"total_sessions\": 2, \"mean_week_duration\": 12.842}, \"32743\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-04-06 01:05:29.000000+00:00\", \"2019-07-09 10:14:58.000000+00:00\", \"2023-03-10 12:53:35.000000+00:00\", \"2020-05-30 22:35:36.000000+00:00\", \"2021-07-22 16:48:34.000000+00:00\", \"2019-04-07 03:51:57.000000+00:00\", \"2019-07-14 22:02:05.000000+00:00\", \"2020-03-06 00:15:21.000000+00:00\", \"2019-11-28 04:15:47.000000+00:00\"], \"session_ids\": [\"438135b9-cb29-4a26-8d57-19229e750abc\", \"b865dfc0-0360-4a13-ab47-be6f70fb3a0f\", \"8335e842-a7d9-4347-8eb0-2ec86c4b3572\", \"e9dcf46f-a693-45d2-89f5-9b2e48375d7f\", \"a5139bc2-b3ea-4e55-be22-8222d1d805bb\", \"670f7652-079a-4dba-91fd-b43bc3ea86b9\", \"3eda38cd-763b-4ca7-b5c1-6f18adfe9e7c\", \"49a23aee-2716-42e2-b511-f445bcf8dca1\", \"f56f6333-9809-4f30-8523-71fef7124019\"], \"total_duration\": 2042.0, \"total_sessions\": 9, \"mean_week_duration\": 9.77}, \"84313\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-05-15 07:41:53.000000+00:00\", \"2021-07-01 16:57:15.000000+00:00\"], \"session_ids\": [\"7b4efd48-d8a0-4010-bb0f-62c0b7bf560b\", \"100c6dcd-8b9b-4a71-9a4a-a8c8e72ab168\"], \"total_duration\": 440.0, \"total_sessions\": 2, \"mean_week_duration\": 7.458}, \"61191\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-08-12 14:05:12.000000+00:00\", \"2019-05-19 12:26:19.000000+00:00\"], \"session_ids\": [\"b3a07894-7157-49ac-8c93-303090b5efaa\", \"a294134f-4448-49ba-a230-13b3d881c04e\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 2.831}, \"91490\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 8, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-03-04 02:03:14.000000+00:00\", \"2019-04-10 16:33:20.000000+00:00\", \"2019-07-22 02:31:19.000000+00:00\", \"2022-02-07 04:41:31.000000+00:00\"], \"session_ids\": [\"34a7f17c-4384-4e66-9c43-260a2f0c8b03\", \"9a903723-7818-40d6-a100-c61a362d7e39\", \"5c6f0d8b-f694-40cb-b778-fb0e4e10d1b5\", \"cff17864-8b47-4f89-ab7b-d94754f97c7e\"], \"total_duration\": 1108.0, \"total_sessions\": 4, \"mean_week_duration\": 7.486}, \"51678\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-04-23 03:05:03.000000+00:00\", \"2019-10-11 19:49:01.000000+00:00\"], \"session_ids\": [\"8cb29403-446d-4551-88e1-37d1e4ecd7ff\", \"fbc6a584-1886-4b5f-ad58-cefd479e2818\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.588}, \"60159\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-03-02 09:24:53.000000+00:00\", \"2022-07-14 12:35:14.000000+00:00\"], \"session_ids\": [\"75fd0925-ad57-4444-b54a-375b1b58ad34\", \"f8db2712-78ed-449b-8f8d-3c4531486d42\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.545}, \"27888\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 6, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-08-28 08:31:53.000000+00:00\", \"2019-08-26 21:42:21.000000+00:00\", \"2019-12-10 03:45:29.000000+00:00\"], \"session_ids\": [\"1255207a-9f04-4518-bda3-8d6affaa3cba\", \"b4d44e9d-43a3-436c-ad84-9c48e700c80f\", \"73b92143-1420-4a82-8d6c-29204df075bc\"], \"total_duration\": 126.0, \"total_sessions\": 3, \"mean_week_duration\": 2.377}, \"61062\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-02-22 14:29:51.000000+00:00\", \"2022-04-05 15:19:35.000000+00:00\"], \"session_ids\": [\"10351881-bfa9-4385-ae34-816eba974067\", \"8683c682-efbe-4f9f-8479-b992910e747d\"], \"total_duration\": 199.0, \"total_sessions\": 2, \"mean_week_duration\": 4.326}, \"64195\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-10 02:01:07.000000+00:00\", \"2021-09-01 17:49:26.000000+00:00\"], \"session_ids\": [\"8eaaeda4-f12f-4a98-b60e-0d1aa5d9cf79\", \"d9a9b7b7-ecd3-45ec-851f-5f6937c33168\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.516}}\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[{\"64195\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-10 02:01:07.000000+00:00\", \"2021-09-01 17:49:26.000000+00:00\"], \"session_ids\": [\"8eaaeda4-f12f-4a98-b60e-0d1aa5d9cf79\", \"d9a9b7b7-ecd3-45ec-851f-5f6937c33168\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.516}}, {\"60159\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-03-02 09:24:53.000000+00:00\", \"2022-07-14 12:35:14.000000+00:00\"], \"session_ids\": [\"75fd0925-ad57-4444-b54a-375b1b58ad34\", \"f8db2712-78ed-449b-8f8d-3c4531486d42\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.545}}, {\"51678\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-04-23 03:05:03.000000+00:00\", \"2019-10-11 19:49:01.000000+00:00\"], \"session_ids\": [\"8cb29403-446d-4551-88e1-37d1e4ecd7ff\", \"fbc6a584-1886-4b5f-ad58-cefd479e2818\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.588}}, {\"27888\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 6, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-08-28 08:31:53.000000+00:00\", \"2019-08-26 21:42:21.000000+00:00\", \"2019-12-10 03:45:29.000000+00:00\"], \"session_ids\": [\"1255207a-9f04-4518-bda3-8d6affaa3cba\", \"b4d44e9d-43a3-436c-ad84-9c48e700c80f\", \"73b92143-1420-4a82-8d6c-29204df075bc\"], \"total_duration\": 126.0, \"total_sessions\": 3, \"mean_week_duration\": 2.377}}, {\"61191\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-08-12 14:05:12.000000+00:00\", \"2019-05-19 12:26:19.000000+00:00\"], \"session_ids\": [\"b3a07894-7157-49ac-8c93-303090b5efaa\", \"a294134f-4448-49ba-a230-13b3d881c04e\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 2.831}}, {\"61062\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-02-22 14:29:51.000000+00:00\", \"2022-04-05 15:19:35.000000+00:00\"], \"session_ids\": [\"10351881-bfa9-4385-ae34-816eba974067\", \"8683c682-efbe-4f9f-8479-b992910e747d\"], \"total_duration\": 199.0, \"total_sessions\": 2, \"mean_week_duration\": 4.326}}, {\"84313\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-05-15 07:41:53.000000+00:00\", \"2021-07-01 16:57:15.000000+00:00\"], \"session_ids\": [\"7b4efd48-d8a0-4010-bb0f-62c0b7bf560b\", \"100c6dcd-8b9b-4a71-9a4a-a8c8e72ab168\"], \"total_duration\": 440.0, \"total_sessions\": 2, \"mean_week_duration\": 7.458}}, {\"91490\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 8, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-03-04 02:03:14.000000+00:00\", \"2019-04-10 16:33:20.000000+00:00\", \"2019-07-22 02:31:19.000000+00:00\", \"2022-02-07 04:41:31.000000+00:00\"], \"session_ids\": [\"34a7f17c-4384-4e66-9c43-260a2f0c8b03\", \"9a903723-7818-40d6-a100-c61a362d7e39\", \"5c6f0d8b-f694-40cb-b778-fb0e4e10d1b5\", \"cff17864-8b47-4f89-ab7b-d94754f97c7e\"], \"total_duration\": 1108.0, \"total_sessions\": 4, \"mean_week_duration\": 7.486}}, {\"32743\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-04-06 01:05:29.000000+00:00\", \"2019-07-09 10:14:58.000000+00:00\", \"2023-03-10 12:53:35.000000+00:00\", \"2020-05-30 22:35:36.000000+00:00\", \"2021-07-22 16:48:34.000000+00:00\", \"2019-04-07 03:51:57.000000+00:00\", \"2019-07-14 22:02:05.000000+00:00\", \"2020-03-06 00:15:21.000000+00:00\", \"2019-11-28 04:15:47.000000+00:00\"], \"session_ids\": [\"438135b9-cb29-4a26-8d57-19229e750abc\", \"b865dfc0-0360-4a13-ab47-be6f70fb3a0f\", \"8335e842-a7d9-4347-8eb0-2ec86c4b3572\", \"e9dcf46f-a693-45d2-89f5-9b2e48375d7f\", \"a5139bc2-b3ea-4e55-be22-8222d1d805bb\", \"670f7652-079a-4dba-91fd-b43bc3ea86b9\", \"3eda38cd-763b-4ca7-b5c1-6f18adfe9e7c\", \"49a23aee-2716-42e2-b511-f445bcf8dca1\", \"f56f6333-9809-4f30-8523-71fef7124019\"], \"total_duration\": 2042.0, \"total_sessions\": 9, \"mean_week_duration\": 9.77}}, {\"7781\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-12-14 05:28:05.000000+00:00\", \"2020-09-01 19:02:24.000000+00:00\"], \"session_ids\": [\"2c7e0947-6388-478b-a9bf-bb5acbc3bf90\", \"a52b7c18-1482-43e0-b462-0bbcc8b9e982\"], \"total_duration\": 488.0, \"total_sessions\": 2, \"mean_week_duration\": 12.842}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"64195\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-10 02:01:07.000000+00:00\", \"2021-09-01 17:49:26.000000+00:00\"], \"session_ids\": [\"8eaaeda4-f12f-4a98-b60e-0d1aa5d9cf79\", \"d9a9b7b7-ecd3-45ec-851f-5f6937c33168\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.516}}, {\"60159\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-03-02 09:24:53.000000+00:00\", \"2022-07-14 12:35:14.000000+00:00\"], \"session_ids\": [\"75fd0925-ad57-4444-b54a-375b1b58ad34\", \"f8db2712-78ed-449b-8f8d-3c4531486d42\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.545}}]\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[{\"64195\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-10 02:01:07.000000+00:00\", \"2021-09-01 17:49:26.000000+00:00\"], \"session_ids\": [\"8eaaeda4-f12f-4a98-b60e-0d1aa5d9cf79\", \"d9a9b7b7-ecd3-45ec-851f-5f6937c33168\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.516}}, {\"60159\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-03-02 09:24:53.000000+00:00\", \"2022-07-14 12:35:14.000000+00:00\"], \"session_ids\": [\"75fd0925-ad57-4444-b54a-375b1b58ad34\", \"f8db2712-78ed-449b-8f8d-3c4531486d42\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.545}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you enlighten me about 2 users who are not folks of city Vienna in addition carry out sorting by city naming 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{\"90092\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-06-11 14:27:50.000000+00:00\", \"2022-10-27 13:34:48.000000+00:00\", \"2021-08-31 00:35:22.000000+00:00\"], \"session_ids\": [\"f4985915-f485-444f-9841-c0072ec40600\", \"2f246fe1-918b-4610-9bdf-c73dccdfa0bd\", \"1ce145be-7db2-443d-a370-0aa4f7178646\"], \"total_duration\": 972.0, \"total_sessions\": 3, \"mean_week_duration\": 15.934}, \"87857\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-29 22:17:58.000000+00:00\", \"2021-10-13 20:20:24.000000+00:00\"], \"session_ids\": [\"c6fa6931-6be3-41e6-ae21-64c1f40a6880\", \"0b70d11f-29fd-410e-af7d-2f3c42caeedd\"], \"total_duration\": 228.0, \"total_sessions\": 2, \"mean_week_duration\": 1.767}, \"86067\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-07-04 23:05:56.000000+00:00\", \"2020-11-14 23:59:36.000000+00:00\"], \"session_ids\": [\"fdc4d9cf-92bc-4057-ac8d-c400bf00db17\", \"60c752b7-4d34-4b6e-888c-326547fbf998\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.477}, \"18852\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-08-10 07:15:33.000000+00:00\", \"2022-07-13 22:08:34.000000+00:00\", \"2023-06-14 20:24:59.000000+00:00\", \"2021-06-29 13:23:03.000000+00:00\"], \"session_ids\": [\"2b12c926-3786-4944-8759-f39cc5d8a986\", \"087878fe-488a-4dc2-9c0d-571f8b7dd90d\", \"43f8bf2c-64b6-4a8c-9e4a-eddaa9a93513\", \"be75833e-735e-4a7b-9f3c-e054e8b07d14\"], \"total_duration\": 1507.0, \"total_sessions\": 4, \"mean_week_duration\": 14.631}, \"87011\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-10-12 12:34:25.000000+00:00\", \"2021-02-04 05:59:08.000000+00:00\", \"2020-12-28 01:15:09.000000+00:00\"], \"session_ids\": [\"560ec10f-03b9-4119-9e14-45bfd2c2cf3c\", \"0f2fcd03-95a1-4227-b6e5-020031224907\", \"41cf7bcc-9910-4ae2-a90d-194b611a1324\"], \"total_duration\": 331.0, \"total_sessions\": 3, \"mean_week_duration\": 3.521}, \"31334\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-06 14:17:07.000000+00:00\", \"2019-06-12 23:37:19.000000+00:00\"], \"session_ids\": [\"ad5979b2-c0d7-456a-b9b9-6fd743279aa1\", \"d7b24948-ac86-44a2-a1ad-c9630e507b95\"], \"total_duration\": 444.0, \"total_sessions\": 2, \"mean_week_duration\": 44.4}, \"44275\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-06-06 10:46:19.000000+00:00\", \"2021-05-10 02:52:05.000000+00:00\"], \"session_ids\": [\"5af7de4c-8e65-4130-85e7-d2e007446aac\", \"6782b895-7447-450d-a8cd-cf5801b188fb\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 4.347}, \"5564\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-10-17 07:10:09.000000+00:00\", \"2020-08-26 00:07:05.000000+00:00\"], \"session_ids\": [\"391b1302-9125-4f1d-81a2-4d7230c1c9d7\", \"e1877bc2-32e2-48b7-9464-76f0acf5e5a2\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 2.356}, \"17562\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-03-07 17:10:15.000000+00:00\", \"2020-02-23 16:37:02.000000+00:00\"], \"session_ids\": [\"1c6d09f8-7c14-481f-807c-cc92da7a532d\", \"16136cdc-f51e-4a8a-986a-61be423a5919\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 0.478}, \"95780\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-04-13 22:44:36.000000+00:00\", \"2023-01-16 08:35:16.000000+00:00\"], \"session_ids\": [\"61406a49-826f-44dd-be7b-1a90f326bb2b\", \"3684ce80-33d9-4e63-bf2e-8a6c73144189\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 0.935}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not Vienna"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Vienna\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"90092\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-06-11 14:27:50.000000+00:00\", \"2022-10-27 13:34:48.000000+00:00\", \"2021-08-31 00:35:22.000000+00:00\"], \"session_ids\": [\"f4985915-f485-444f-9841-c0072ec40600\", \"2f246fe1-918b-4610-9bdf-c73dccdfa0bd\", \"1ce145be-7db2-443d-a370-0aa4f7178646\"], \"total_duration\": 972.0, \"total_sessions\": 3, \"mean_week_duration\": 15.934}, \"87857\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-29 22:17:58.000000+00:00\", \"2021-10-13 20:20:24.000000+00:00\"], \"session_ids\": [\"c6fa6931-6be3-41e6-ae21-64c1f40a6880\", \"0b70d11f-29fd-410e-af7d-2f3c42caeedd\"], \"total_duration\": 228.0, \"total_sessions\": 2, \"mean_week_duration\": 1.767}, \"86067\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-07-04 23:05:56.000000+00:00\", \"2020-11-14 23:59:36.000000+00:00\"], \"session_ids\": [\"fdc4d9cf-92bc-4057-ac8d-c400bf00db17\", \"60c752b7-4d34-4b6e-888c-326547fbf998\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.477}, \"18852\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-08-10 07:15:33.000000+00:00\", \"2022-07-13 22:08:34.000000+00:00\", \"2023-06-14 20:24:59.000000+00:00\", \"2021-06-29 13:23:03.000000+00:00\"], \"session_ids\": [\"2b12c926-3786-4944-8759-f39cc5d8a986\", \"087878fe-488a-4dc2-9c0d-571f8b7dd90d\", \"43f8bf2c-64b6-4a8c-9e4a-eddaa9a93513\", \"be75833e-735e-4a7b-9f3c-e054e8b07d14\"], \"total_duration\": 1507.0, \"total_sessions\": 4, \"mean_week_duration\": 14.631}, \"87011\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-10-12 12:34:25.000000+00:00\", \"2021-02-04 05:59:08.000000+00:00\", \"2020-12-28 01:15:09.000000+00:00\"], \"session_ids\": [\"560ec10f-03b9-4119-9e14-45bfd2c2cf3c\", \"0f2fcd03-95a1-4227-b6e5-020031224907\", \"41cf7bcc-9910-4ae2-a90d-194b611a1324\"], \"total_duration\": 331.0, \"total_sessions\": 3, \"mean_week_duration\": 3.521}, \"31334\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-06 14:17:07.000000+00:00\", \"2019-06-12 23:37:19.000000+00:00\"], \"session_ids\": [\"ad5979b2-c0d7-456a-b9b9-6fd743279aa1\", \"d7b24948-ac86-44a2-a1ad-c9630e507b95\"], \"total_duration\": 444.0, \"total_sessions\": 2, \"mean_week_duration\": 44.4}, \"44275\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-06-06 10:46:19.000000+00:00\", \"2021-05-10 02:52:05.000000+00:00\"], \"session_ids\": [\"5af7de4c-8e65-4130-85e7-d2e007446aac\", \"6782b895-7447-450d-a8cd-cf5801b188fb\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 4.347}, \"5564\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-10-17 07:10:09.000000+00:00\", \"2020-08-26 00:07:05.000000+00:00\"], \"session_ids\": [\"391b1302-9125-4f1d-81a2-4d7230c1c9d7\", \"e1877bc2-32e2-48b7-9464-76f0acf5e5a2\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 2.356}, \"17562\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-03-07 17:10:15.000000+00:00\", \"2020-02-23 16:37:02.000000+00:00\"], \"session_ids\": [\"1c6d09f8-7c14-481f-807c-cc92da7a532d\", \"16136cdc-f51e-4a8a-986a-61be423a5919\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 0.478}, \"95780\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-04-13 22:44:36.000000+00:00\", \"2023-01-16 08:35:16.000000+00:00\"], \"session_ids\": [\"61406a49-826f-44dd-be7b-1a90f326bb2b\", \"3684ce80-33d9-4e63-bf2e-8a6c73144189\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 0.935}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute ascendingly."
},
{
"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[{\"17562\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-03-07 17:10:15.000000+00:00\", \"2020-02-23 16:37:02.000000+00:00\"], \"session_ids\": [\"1c6d09f8-7c14-481f-807c-cc92da7a532d\", \"16136cdc-f51e-4a8a-986a-61be423a5919\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 0.478}}, {\"18852\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-08-10 07:15:33.000000+00:00\", \"2022-07-13 22:08:34.000000+00:00\", \"2023-06-14 20:24:59.000000+00:00\", \"2021-06-29 13:23:03.000000+00:00\"], \"session_ids\": [\"2b12c926-3786-4944-8759-f39cc5d8a986\", \"087878fe-488a-4dc2-9c0d-571f8b7dd90d\", \"43f8bf2c-64b6-4a8c-9e4a-eddaa9a93513\", \"be75833e-735e-4a7b-9f3c-e054e8b07d14\"], \"total_duration\": 1507.0, \"total_sessions\": 4, \"mean_week_duration\": 14.631}}, {\"87857\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-29 22:17:58.000000+00:00\", \"2021-10-13 20:20:24.000000+00:00\"], \"session_ids\": [\"c6fa6931-6be3-41e6-ae21-64c1f40a6880\", \"0b70d11f-29fd-410e-af7d-2f3c42caeedd\"], \"total_duration\": 228.0, \"total_sessions\": 2, \"mean_week_duration\": 1.767}}, {\"90092\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-06-11 14:27:50.000000+00:00\", \"2022-10-27 13:34:48.000000+00:00\", \"2021-08-31 00:35:22.000000+00:00\"], \"session_ids\": [\"f4985915-f485-444f-9841-c0072ec40600\", \"2f246fe1-918b-4610-9bdf-c73dccdfa0bd\", \"1ce145be-7db2-443d-a370-0aa4f7178646\"], \"total_duration\": 972.0, \"total_sessions\": 3, \"mean_week_duration\": 15.934}}, {\"44275\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-06-06 10:46:19.000000+00:00\", \"2021-05-10 02:52:05.000000+00:00\"], \"session_ids\": [\"5af7de4c-8e65-4130-85e7-d2e007446aac\", \"6782b895-7447-450d-a8cd-cf5801b188fb\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 4.347}}, {\"31334\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-06 14:17:07.000000+00:00\", \"2019-06-12 23:37:19.000000+00:00\"], \"session_ids\": [\"ad5979b2-c0d7-456a-b9b9-6fd743279aa1\", \"d7b24948-ac86-44a2-a1ad-c9630e507b95\"], \"total_duration\": 444.0, \"total_sessions\": 2, \"mean_week_duration\": 44.4}}, {\"87011\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-10-12 12:34:25.000000+00:00\", \"2021-02-04 05:59:08.000000+00:00\", \"2020-12-28 01:15:09.000000+00:00\"], \"session_ids\": [\"560ec10f-03b9-4119-9e14-45bfd2c2cf3c\", \"0f2fcd03-95a1-4227-b6e5-020031224907\", \"41cf7bcc-9910-4ae2-a90d-194b611a1324\"], \"total_duration\": 331.0, \"total_sessions\": 3, \"mean_week_duration\": 3.521}}, {\"95780\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-04-13 22:44:36.000000+00:00\", \"2023-01-16 08:35:16.000000+00:00\"], \"session_ids\": [\"61406a49-826f-44dd-be7b-1a90f326bb2b\", \"3684ce80-33d9-4e63-bf2e-8a6c73144189\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 0.935}}, {\"86067\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-07-04 23:05:56.000000+00:00\", \"2020-11-14 23:59:36.000000+00:00\"], \"session_ids\": [\"fdc4d9cf-92bc-4057-ac8d-c400bf00db17\", \"60c752b7-4d34-4b6e-888c-326547fbf998\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.477}}, {\"5564\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-10-17 07:10:09.000000+00:00\", \"2020-08-26 00:07:05.000000+00:00\"], \"session_ids\": [\"391b1302-9125-4f1d-81a2-4d7230c1c9d7\", \"e1877bc2-32e2-48b7-9464-76f0acf5e5a2\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 2.356}}]\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[{\"17562\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-03-07 17:10:15.000000+00:00\", \"2020-02-23 16:37:02.000000+00:00\"], \"session_ids\": [\"1c6d09f8-7c14-481f-807c-cc92da7a532d\", \"16136cdc-f51e-4a8a-986a-61be423a5919\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 0.478}}, {\"18852\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-08-10 07:15:33.000000+00:00\", \"2022-07-13 22:08:34.000000+00:00\", \"2023-06-14 20:24:59.000000+00:00\", \"2021-06-29 13:23:03.000000+00:00\"], \"session_ids\": [\"2b12c926-3786-4944-8759-f39cc5d8a986\", \"087878fe-488a-4dc2-9c0d-571f8b7dd90d\", \"43f8bf2c-64b6-4a8c-9e4a-eddaa9a93513\", \"be75833e-735e-4a7b-9f3c-e054e8b07d14\"], \"total_duration\": 1507.0, \"total_sessions\": 4, \"mean_week_duration\": 14.631}}]\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[{\"17562\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-03-07 17:10:15.000000+00:00\", \"2020-02-23 16:37:02.000000+00:00\"], \"session_ids\": [\"1c6d09f8-7c14-481f-807c-cc92da7a532d\", \"16136cdc-f51e-4a8a-986a-61be423a5919\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 0.478}}, {\"18852\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-08-10 07:15:33.000000+00:00\", \"2022-07-13 22:08:34.000000+00:00\", \"2023-06-14 20:24:59.000000+00:00\", \"2021-06-29 13:23:03.000000+00:00\"], \"session_ids\": [\"2b12c926-3786-4944-8759-f39cc5d8a986\", \"087878fe-488a-4dc2-9c0d-571f8b7dd90d\", \"43f8bf2c-64b6-4a8c-9e4a-eddaa9a93513\", \"be75833e-735e-4a7b-9f3c-e054e8b07d14\"], \"total_duration\": 1507.0, \"total_sessions\": 4, \"mean_week_duration\": 14.631}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I need to get information about 7 users whose time spent on the site exceeds 2190 plus perform sorting by site usage time in desc order."
}
] |
[
{
"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{\"86002\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-03-22 05:05:24.000000+00:00\", \"2022-01-23 13:17:45.000000+00:00\"], \"session_ids\": [\"b46e6fd3-cff6-474f-aa79-336fb00cfcd7\", \"40c5b13f-b3be-443b-aa67-f1a7d75b13c0\"], \"total_duration\": 203.0, \"total_sessions\": 2, \"mean_week_duration\": 3.328}, \"18342\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-01 20:35:13.000000+00:00\", \"2019-10-09 16:49:22.000000+00:00\", \"2021-04-30 09:57:52.000000+00:00\", \"2021-12-18 09:37:34.000000+00:00\", \"2019-12-18 03:20:52.000000+00:00\"], \"session_ids\": [\"c8c8c199-5937-48f8-9798-5498d39b7d65\", \"6e735cd0-5778-4548-a816-6e3a0f2eb214\", \"cb07a891-81ed-4329-8b0b-6a434eb7e1b7\", \"286c93c0-a935-4fcf-a8b6-4b7209301fd7\", \"1b6de6f2-e750-46ba-80e2-528192e6c6bf\"], \"total_duration\": 311.0, \"total_sessions\": 5, \"mean_week_duration\": 1.709}, \"25288\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-01-04 06:25:24.000000+00:00\", \"2019-11-15 17:00:27.000000+00:00\"], \"session_ids\": [\"3e8cd913-3661-48c5-8105-cdc88bc1fcab\", \"f78e7ed6-1e82-4ec0-9d26-3da7aad2e77d\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 0.774}, \"74774\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-07-30 16:22:34.000000+00:00\", \"2023-06-28 15:30:15.000000+00:00\", \"2022-09-03 06:32:24.000000+00:00\"], \"session_ids\": [\"55a36242-1be6-4aa3-997a-8f10464dc374\", \"ed37c0a5-55dc-4180-9f8e-602c562f0853\", \"183b2515-ef3d-4ee6-99a8-ed016a0005f6\"], \"total_duration\": 362.0, \"total_sessions\": 3, \"mean_week_duration\": 2.382}, \"25286\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-04-02 11:05:35.000000+00:00\", \"2021-10-26 08:41:46.000000+00:00\"], \"session_ids\": [\"a0ff561f-da44-4293-81ae-b3b39179cffc\", \"214d7790-a7d9-460c-8876-a15909ec1e14\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.652}, \"99885\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-08-31 11:38:22.000000+00:00\", \"2021-02-18 02:12:55.000000+00:00\"], \"session_ids\": [\"6ec34655-22d4-4400-a78a-7dfc971b5ca0\", \"b9c5a492-0a7e-4c5d-a58e-e0efc17a6996\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 6.964}, \"49428\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4}, \"city_name\": \"Dubai\", \"datetimes\": [\"2020-06-15 09:22:50.000000+00:00\", \"2019-07-06 12:08:49.000000+00:00\"], \"session_ids\": [\"cc761c3f-8e6d-4da6-9197-8658ca23bf07\", \"700e2a3e-0fa9-4995-9117-425a10ff66cd\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.58}, \"92291\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-05-27 15:56:09.000000+00:00\", \"2019-01-25 20:07:28.000000+00:00\", \"2021-12-29 19:56:50.000000+00:00\", \"2020-03-17 09:12:57.000000+00:00\", \"2020-12-10 13:03:29.000000+00:00\", \"2019-06-03 03:10:51.000000+00:00\", \"2022-10-23 19:43:12.000000+00:00\"], \"session_ids\": [\"1fa00ade-1c85-403d-aff1-31873abe10de\", \"f09c6c1a-5c6e-4569-9398-5cd4d50c1cf9\", \"496079c7-a559-435f-8eed-936abe31d450\", \"ec7ae97d-ed59-4730-835c-5e9616d198d1\", \"1e6fde17-c8b9-4b0b-a3c8-da89b64a45a1\", \"0b01da3b-bece-4eb5-9cee-02d1aaa97fea\", \"2814f7c2-cc72-4a97-b353-24b4f46a0f0c\"], \"total_duration\": 3262.0, \"total_sessions\": 7, \"mean_week_duration\": 16.643}, \"46833\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-01-06 13:27:22.000000+00:00\", \"2019-07-25 02:08:24.000000+00:00\"], \"session_ids\": [\"d65cbe1f-0d1d-4e9a-8feb-803456fded00\", \"f957cf6b-0f7e-42d8-9626-d9969013f916\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.309}, \"78534\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-04 19:59:49.000000+00:00\", \"2019-10-07 03:14:06.000000+00:00\"], \"session_ids\": [\"b68785de-9fd6-46d6-b642-b25fd3c0425b\", \"52055cab-c5da-4e22-9824-589e2203974a\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 0.689}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or greater than 2190"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\"]]}, \"all_values\": {\"total_duration\": [[2190, 3171]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"92291\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-05-27 15:56:09.000000+00:00\", \"2019-01-25 20:07:28.000000+00:00\", \"2021-12-29 19:56:50.000000+00:00\", \"2020-03-17 09:12:57.000000+00:00\", \"2020-12-10 13:03:29.000000+00:00\", \"2019-06-03 03:10:51.000000+00:00\", \"2022-10-23 19:43:12.000000+00:00\"], \"session_ids\": [\"1fa00ade-1c85-403d-aff1-31873abe10de\", \"f09c6c1a-5c6e-4569-9398-5cd4d50c1cf9\", \"496079c7-a559-435f-8eed-936abe31d450\", \"ec7ae97d-ed59-4730-835c-5e9616d198d1\", \"1e6fde17-c8b9-4b0b-a3c8-da89b64a45a1\", \"0b01da3b-bece-4eb5-9cee-02d1aaa97fea\", \"2814f7c2-cc72-4a97-b353-24b4f46a0f0c\"], \"total_duration\": 3262.0, \"total_sessions\": 7, \"mean_week_duration\": 16.643}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"92291\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-05-27 15:56:09.000000+00:00\", \"2019-01-25 20:07:28.000000+00:00\", \"2021-12-29 19:56:50.000000+00:00\", \"2020-03-17 09:12:57.000000+00:00\", \"2020-12-10 13:03:29.000000+00:00\", \"2019-06-03 03:10:51.000000+00:00\", \"2022-10-23 19:43:12.000000+00:00\"], \"session_ids\": [\"1fa00ade-1c85-403d-aff1-31873abe10de\", \"f09c6c1a-5c6e-4569-9398-5cd4d50c1cf9\", \"496079c7-a559-435f-8eed-936abe31d450\", \"ec7ae97d-ed59-4730-835c-5e9616d198d1\", \"1e6fde17-c8b9-4b0b-a3c8-da89b64a45a1\", \"0b01da3b-bece-4eb5-9cee-02d1aaa97fea\", \"2814f7c2-cc72-4a97-b353-24b4f46a0f0c\"], \"total_duration\": 3262.0, \"total_sessions\": 7, \"mean_week_duration\": 16.643}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 7 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"92291\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-05-27 15:56:09.000000+00:00\", \"2019-01-25 20:07:28.000000+00:00\", \"2021-12-29 19:56:50.000000+00:00\", \"2020-03-17 09:12:57.000000+00:00\", \"2020-12-10 13:03:29.000000+00:00\", \"2019-06-03 03:10:51.000000+00:00\", \"2022-10-23 19:43:12.000000+00:00\"], \"session_ids\": [\"1fa00ade-1c85-403d-aff1-31873abe10de\", \"f09c6c1a-5c6e-4569-9398-5cd4d50c1cf9\", \"496079c7-a559-435f-8eed-936abe31d450\", \"ec7ae97d-ed59-4730-835c-5e9616d198d1\", \"1e6fde17-c8b9-4b0b-a3c8-da89b64a45a1\", \"0b01da3b-bece-4eb5-9cee-02d1aaa97fea\", \"2814f7c2-cc72-4a97-b353-24b4f46a0f0c\"], \"total_duration\": 3262.0, \"total_sessions\": 7, \"mean_week_duration\": 16.643}}]\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[{\"92291\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-05-27 15:56:09.000000+00:00\", \"2019-01-25 20:07:28.000000+00:00\", \"2021-12-29 19:56:50.000000+00:00\", \"2020-03-17 09:12:57.000000+00:00\", \"2020-12-10 13:03:29.000000+00:00\", \"2019-06-03 03:10:51.000000+00:00\", \"2022-10-23 19:43:12.000000+00:00\"], \"session_ids\": [\"1fa00ade-1c85-403d-aff1-31873abe10de\", \"f09c6c1a-5c6e-4569-9398-5cd4d50c1cf9\", \"496079c7-a559-435f-8eed-936abe31d450\", \"ec7ae97d-ed59-4730-835c-5e9616d198d1\", \"1e6fde17-c8b9-4b0b-a3c8-da89b64a45a1\", \"0b01da3b-bece-4eb5-9cee-02d1aaa97fea\", \"2814f7c2-cc72-4a97-b353-24b4f46a0f0c\"], \"total_duration\": 3262.0, \"total_sessions\": 7, \"mean_week_duration\": 16.643}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you tell me about user who is residing in cities Lima, Vienna, Dubai, Toronto, Stockholm, Karachi + do sorting by site usage time from the smallest value to the largest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"42928\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-08-06 10:08:58.000000+00:00\", \"2020-06-03 05:01:09.000000+00:00\"], \"session_ids\": [\"3b294df1-976e-46f3-a099-76e3e5f131fb\", \"7c159a6a-3de7-4c7e-9ce6-c7ce2014ce96\"], \"total_duration\": 277.0, \"total_sessions\": 2, \"mean_week_duration\": 4.468}, \"35368\": {\"keyflows\": {\"Sign In Flow\": 2, \"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\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-12-16 12:38:58.000000+00:00\", \"2023-06-12 07:29:30.000000+00:00\", \"2019-10-04 11:12:50.000000+00:00\", \"2022-04-04 09:06:43.000000+00:00\", \"2021-12-08 00:52:21.000000+00:00\", \"2020-11-28 22:15:58.000000+00:00\", \"2019-12-04 14:02:05.000000+00:00\"], \"session_ids\": [\"b78d9547-05d7-4ce6-8805-07c72158f9a4\", \"b9167960-9c07-44b7-99ba-ba405f758a31\", \"cb4d5308-78f1-4726-a864-42f163895829\", \"7d6fb433-26f1-42c7-a871-b25f9c022ca3\", \"7a214833-dd0c-4fea-bb17-2742abb61901\", \"07e8f41e-e188-49a0-a0e9-992166cddecd\", \"89ae2a96-9e7d-4bec-a512-9df9da25b823\"], \"total_duration\": 3208.0, \"total_sessions\": 7, \"mean_week_duration\": 16.622}, \"6340\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 4, \"Change Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-05-24 03:00:06.000000+00:00\", \"2020-04-02 13:46:39.000000+00:00\", \"2020-07-12 22:09:31.000000+00:00\", \"2023-02-21 16:39:02.000000+00:00\", \"2022-10-15 12:10:40.000000+00:00\", \"2022-01-03 04:07:32.000000+00:00\", \"2020-03-28 17:28:23.000000+00:00\", \"2019-02-10 13:54:27.000000+00:00\", \"2023-01-10 11:35:25.000000+00:00\"], \"session_ids\": [\"2b79acba-cc7e-4105-9f5f-04ed2e226051\", \"901dfce9-2f6a-49f0-8ea4-8993bd5e3d5e\", \"9aff59ea-2776-48bc-a74c-803eaba9e193\", \"fa9f1a1c-619c-4e37-a954-103d19bf3cff\", \"0969cc83-18a0-4fc8-9f3c-0537d5da1058\", \"b3a384ca-726e-4a12-8748-28ba0fb08c17\", \"e1362f68-58e7-4969-8e3d-baca584bb76c\", \"59289160-42fb-4437-b06c-7e1f73bc3c00\", \"804cba3a-aa95-42f2-b888-a95516ba4f17\"], \"total_duration\": 1772.0, \"total_sessions\": 9, \"mean_week_duration\": 7.911}, \"84992\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-02-01 00:54:09.000000+00:00\", \"2019-09-01 08:54:30.000000+00:00\"], \"session_ids\": [\"691f9274-0d93-4087-8290-601168a0fa45\", \"9509ddc4-babd-49ec-b2b3-12f6768717fb\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.268}, \"1441\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-03-08 18:17:22.000000+00:00\", \"2019-09-18 06:07:29.000000+00:00\"], \"session_ids\": [\"26e840c0-d702-454f-a703-d95bf4e21f57\", \"8e14fdee-6260-4934-b846-206192d74333\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.248}, \"17782\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-03-11 21:05:53.000000+00:00\", \"2022-05-28 13:00:34.000000+00:00\"], \"session_ids\": [\"4b06960c-d1a2-4448-b29d-8eaa4e62a9b3\", \"a3486d47-a897-4d3f-99af-fce576f55417\"], \"total_duration\": 323.0, \"total_sessions\": 2, \"mean_week_duration\": 2.784}, \"21382\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-09-01 11:27:32.000000+00:00\", \"2022-04-02 00:42:51.000000+00:00\"], \"session_ids\": [\"61f5a2b7-ff25-4bb2-a09c-0184b269f058\", \"0d01e790-1b3a-4ba3-876c-b1196674769b\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 4.097}, \"91013\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-01-29 07:21:01.000000+00:00\", \"2021-11-01 13:22:55.000000+00:00\"], \"session_ids\": [\"6bfaa921-8839-4b42-b326-769e34810225\", \"850252fd-0784-4497-9951-73a8f615ff7f\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 1.522}, \"97347\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-06-29 11:55:53.000000+00:00\", \"2021-09-03 12:09:58.000000+00:00\"], \"session_ids\": [\"9a2678f2-ad7a-40a6-8272-e45d8f82970b\", \"684b97c3-1352-4ec4-997d-cb378ca131ae\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.158}, \"34183\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-09-29 19:12:10.000000+00:00\", \"2022-06-09 03:24:38.000000+00:00\", \"2019-05-21 05:04:34.000000+00:00\"], \"session_ids\": [\"2f395f5e-19e5-4700-8802-44c3120fecdc\", \"d08e6a02-ec1b-4046-a58d-e6b84134fe3b\", \"5c2ff2d5-b895-4cc6-b442-50c1a0f22db0\"], \"total_duration\": 60.0, \"total_sessions\": 3, \"mean_week_duration\": 0.375}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are Lima, Vienna, Dubai, Toronto, Stockholm, Karachi"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Lima\", \"Vienna\", \"Dubai\", \"Toronto\", \"Stockholm\", \"Karachi\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"42928\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-08-06 10:08:58.000000+00:00\", \"2020-06-03 05:01:09.000000+00:00\"], \"session_ids\": [\"3b294df1-976e-46f3-a099-76e3e5f131fb\", \"7c159a6a-3de7-4c7e-9ce6-c7ce2014ce96\"], \"total_duration\": 277.0, \"total_sessions\": 2, \"mean_week_duration\": 4.468}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"42928\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-08-06 10:08:58.000000+00:00\", \"2020-06-03 05:01:09.000000+00:00\"], \"session_ids\": [\"3b294df1-976e-46f3-a099-76e3e5f131fb\", \"7c159a6a-3de7-4c7e-9ce6-c7ce2014ce96\"], \"total_duration\": 277.0, \"total_sessions\": 2, \"mean_week_duration\": 4.468}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 1 entries and exclude 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[{\"42928\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-08-06 10:08:58.000000+00:00\", \"2020-06-03 05:01:09.000000+00:00\"], \"session_ids\": [\"3b294df1-976e-46f3-a099-76e3e5f131fb\", \"7c159a6a-3de7-4c7e-9ce6-c7ce2014ce96\"], \"total_duration\": 277.0, \"total_sessions\": 2, \"mean_week_duration\": 4.468}}]\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[{\"42928\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-08-06 10:08:58.000000+00:00\", \"2020-06-03 05:01:09.000000+00:00\"], \"session_ids\": [\"3b294df1-976e-46f3-a099-76e3e5f131fb\", \"7c159a6a-3de7-4c7e-9ce6-c7ce2014ce96\"], \"total_duration\": 277.0, \"total_sessions\": 2, \"mean_week_duration\": 4.468}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about 7 users who have total amount of duration less than 3669 and (not including) greater than 1902 and perform sorting by sum of sessions ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"15285\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-05-05 07:00:25.000000+00:00\", \"2019-05-17 00:10:54.000000+00:00\", \"2019-11-11 20:34:46.000000+00:00\"], \"session_ids\": [\"71026269-2758-4cef-9317-da4d87e1e272\", \"0c205d65-7e1b-49a8-9732-25c130453301\", \"76efbf4e-cebe-4512-961c-357f4d01d4e1\"], \"total_duration\": 197.0, \"total_sessions\": 3, \"mean_week_duration\": 0.952}, \"57338\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-03-07 21:21:01.000000+00:00\", \"2023-05-12 07:43:55.000000+00:00\"], \"session_ids\": [\"18d09e10-04c7-4296-9d50-109a6551bc47\", \"74fc3b16-2a38-454f-b61d-46410bf0cb4b\"], \"total_duration\": 300.0, \"total_sessions\": 2, \"mean_week_duration\": 30.0}, \"55186\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-11-02 09:04:17.000000+00:00\", \"2020-05-22 01:10:47.000000+00:00\", \"2020-07-15 17:52:08.000000+00:00\", \"2021-10-24 14:11:48.000000+00:00\", \"2021-06-24 08:37:29.000000+00:00\", \"2022-05-18 06:41:08.000000+00:00\"], \"session_ids\": [\"f6e49454-b2b0-42d0-82be-2a285503ed91\", \"87c0af8b-67b1-472e-93be-e878642700a9\", \"e5aa7186-6e71-477b-9aaf-f07a07ae5504\", \"4af074d2-69d5-4945-9479-f0863eb3e194\", \"63bfef99-04cc-47d6-9c18-251c967fe9be\", \"4a59dcd3-0588-41fe-aa9e-f5f582828bb3\"], \"total_duration\": 1294.0, \"total_sessions\": 6, \"mean_week_duration\": 9.729}, \"17269\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-12-03 04:08:34.000000+00:00\", \"2020-06-06 21:04:11.000000+00:00\"], \"session_ids\": [\"8a570037-e264-40a4-98c2-4a95dcaf255f\", \"8ec841c6-bcac-4628-b764-96e9b3f953a5\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.692}, \"65909\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-02-21 00:40:55.000000+00:00\", \"2022-07-25 10:43:51.000000+00:00\"], \"session_ids\": [\"9bf4f2ca-a67d-4854-97f2-97e5eab0ef62\", \"61ae1f30-3624-485e-8cf8-2c30e6a544c7\"], \"total_duration\": 70.0, \"total_sessions\": 2, \"mean_week_duration\": 0.391}, \"89585\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-12-29 14:05:29.000000+00:00\", \"2022-10-02 19:11:27.000000+00:00\"], \"session_ids\": [\"67dbadef-724a-4f86-8763-26a198654ca9\", \"b0966da7-7cd1-40eb-81d8-286b0d70e6db\"], \"total_duration\": 289.0, \"total_sessions\": 2, \"mean_week_duration\": 22.231}, \"68599\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-01-03 22:38:01.000000+00:00\", \"2021-12-04 01:18:58.000000+00:00\", \"2019-01-14 21:01:29.000000+00:00\"], \"session_ids\": [\"b16b387d-b2af-4619-896c-7731bb7f03db\", \"cc878a84-6895-454d-8b25-998f992b75c5\", \"3e81b0dc-46dc-44a2-b73d-930ea278f797\"], \"total_duration\": 34.0, \"total_sessions\": 3, \"mean_week_duration\": 0.225}, \"30450\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-02-17 10:39:51.000000+00:00\", \"2020-01-03 21:02:37.000000+00:00\"], \"session_ids\": [\"43ccbdcc-3de5-475f-aa64-c9ff62bb076d\", \"0a0401d8-f97a-4348-b0ea-88a99d08c2c5\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 3.543}, \"68147\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-12-06 12:30:20.000000+00:00\", \"2022-01-07 13:55:41.000000+00:00\"], \"session_ids\": [\"22a2d510-98c1-4720-b1cd-1456d3bd911f\", \"343e1e4f-05fd-414b-9ce5-ecd3dd001377\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 1.842}, \"77049\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-05-19 10:09:23.000000+00:00\", \"2022-06-20 14:56:37.000000+00:00\", \"2021-11-21 14:27:15.000000+00:00\"], \"session_ids\": [\"de55e19a-eaaf-4f62-9f49-f2ad7f39721f\", \"eb1e967f-8975-4c63-affb-286df3b3589f\", \"20894f66-3ca8-44e9-a89f-809f18ce1051\"], \"total_duration\": 27.0, \"total_sessions\": 3, \"mean_week_duration\": 0.346}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are greater than 1902 and are equal or less than 3669"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[1902, 3669]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me with information about user who is top-tier based on value of total sessions plus implement sorting by median of duration of sessions per week form the highest to the lowest."
}
] |
[
{
"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{\"85717\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-04-27 16:08:49.000000+00:00\", \"2019-04-04 04:18:05.000000+00:00\"], \"session_ids\": [\"d848c0a7-d4ae-4c9b-92b4-3c2d13b1d132\", \"d4b5fa67-86c0-4f40-817b-5d74356c07a3\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 7.75}, \"97075\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-04-24 20:34:27.000000+00:00\", \"2023-01-29 12:10:14.000000+00:00\"], \"session_ids\": [\"2a3e9abc-c59b-4b58-b57a-a25a8f60231b\", \"1aa259d3-7dc1-40cb-a8c1-fc1643d28f23\"], \"total_duration\": 464.0, \"total_sessions\": 2, \"mean_week_duration\": 3.2}, \"88921\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-06-20 02:58:38.000000+00:00\", \"2020-07-16 14:42:20.000000+00:00\", \"2023-01-01 04:51:56.000000+00:00\", \"2020-09-18 08:02:32.000000+00:00\", \"2020-03-24 02:32:35.000000+00:00\", \"2023-02-08 06:45:02.000000+00:00\", \"2021-09-11 00:44:12.000000+00:00\", \"2020-08-29 19:06:39.000000+00:00\"], \"session_ids\": [\"66a1043d-e1b5-4c97-b027-36a6edf12c5f\", \"3b905e7e-0106-4321-8c5f-ffabeef93555\", \"4746532a-ae0a-4054-adb9-ea71a1a20316\", \"8ac729e0-fb6e-4712-8b8b-f20dcd5c58ce\", \"3142ae23-2193-4868-a241-a2b72b86c677\", \"4ccc55ee-cf0b-4753-a213-26e639495da0\", \"b6e4c79d-c8af-47fa-bc28-e845a14f2ea9\", \"7b7acf89-c005-4fea-a134-253d38641dc2\"], \"total_duration\": 10079.0, \"total_sessions\": 8, \"mean_week_duration\": 66.748}, \"86189\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-07-31 10:10:22.000000+00:00\", \"2019-01-01 11:26:22.000000+00:00\"], \"session_ids\": [\"9eaadb71-43ac-46b6-9e55-d82b68e396e2\", \"1294260d-64bb-41d1-84eb-c8f326c04a1c\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.904}, \"72231\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Berlin\", \"datetimes\": [\"2022-10-16 18:39:08.000000+00:00\", \"2023-01-21 02:57:26.000000+00:00\"], \"session_ids\": [\"788d41cc-a50d-4303-9c4d-d14f870396c6\", \"9e9ee097-8c06-43b6-aac8-3a2c8626c496\"], \"total_duration\": 93.0, \"total_sessions\": 2, \"mean_week_duration\": 6.643}, \"33103\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-03-03 13:17:49.000000+00:00\", \"2021-10-04 23:32:52.000000+00:00\"], \"session_ids\": [\"c6991edf-0b54-420b-bf7b-c1b15cb43388\", \"f01f5d13-1575-4b4f-83a8-2d1c88be1dd4\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 1.935}, \"16928\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-16 01:36:35.000000+00:00\", \"2020-03-14 20:09:03.000000+00:00\"], \"session_ids\": [\"5d10b6ce-8372-4081-acc2-f4566a207598\", \"90523685-99e7-4924-8ab1-f8fad1944652\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 2.278}, \"44025\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-07-30 03:53:44.000000+00:00\", \"2020-03-12 20:06:17.000000+00:00\", \"2021-11-11 16:32:11.000000+00:00\"], \"session_ids\": [\"61bc5742-b2df-4c5e-9ffd-6623ce8f0979\", \"b35a2cac-a858-4536-99a3-ff9f21bf1be0\", \"013fdfa6-1a4f-4938-b1f9-80e71877aed8\"], \"total_duration\": 631.0, \"total_sessions\": 3, \"mean_week_duration\": 7.253}, \"49703\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-24 08:36:33.000000+00:00\", \"2020-11-21 04:17:33.000000+00:00\"], \"session_ids\": [\"65845482-a522-4ad7-b10c-ef8d61128c8f\", \"dd31c5e1-1457-4d48-98be-6c1db8f7a1a6\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.963}, \"33439\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-12-06 22:13:10.000000+00:00\", \"2020-12-08 05:44:14.000000+00:00\"], \"session_ids\": [\"bed1cbdf-5863-41e2-bb05-fcbc2651fde4\", \"29739745-5cca-4a2e-a6f2-6d6cfeac8c54\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the highest 1 total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": true, \"quant_to_remain\": 1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"88921\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-06-20 02:58:38.000000+00:00\", \"2020-07-16 14:42:20.000000+00:00\", \"2023-01-01 04:51:56.000000+00:00\", \"2020-09-18 08:02:32.000000+00:00\", \"2020-03-24 02:32:35.000000+00:00\", \"2023-02-08 06:45:02.000000+00:00\", \"2021-09-11 00:44:12.000000+00:00\", \"2020-08-29 19:06:39.000000+00:00\"], \"session_ids\": [\"66a1043d-e1b5-4c97-b027-36a6edf12c5f\", \"3b905e7e-0106-4321-8c5f-ffabeef93555\", \"4746532a-ae0a-4054-adb9-ea71a1a20316\", \"8ac729e0-fb6e-4712-8b8b-f20dcd5c58ce\", \"3142ae23-2193-4868-a241-a2b72b86c677\", \"4ccc55ee-cf0b-4753-a213-26e639495da0\", \"b6e4c79d-c8af-47fa-bc28-e845a14f2ea9\", \"7b7acf89-c005-4fea-a134-253d38641dc2\"], \"total_duration\": 10079.0, \"total_sessions\": 8, \"mean_week_duration\": 66.748}}, {\"44025\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-07-30 03:53:44.000000+00:00\", \"2020-03-12 20:06:17.000000+00:00\", \"2021-11-11 16:32:11.000000+00:00\"], \"session_ids\": [\"61bc5742-b2df-4c5e-9ffd-6623ce8f0979\", \"b35a2cac-a858-4536-99a3-ff9f21bf1be0\", \"013fdfa6-1a4f-4938-b1f9-80e71877aed8\"], \"total_duration\": 631.0, \"total_sessions\": 3, \"mean_week_duration\": 7.253}}, {\"85717\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-04-27 16:08:49.000000+00:00\", \"2019-04-04 04:18:05.000000+00:00\"], \"session_ids\": [\"d848c0a7-d4ae-4c9b-92b4-3c2d13b1d132\", \"d4b5fa67-86c0-4f40-817b-5d74356c07a3\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 7.75}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"88921\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-06-20 02:58:38.000000+00:00\", \"2020-07-16 14:42:20.000000+00:00\", \"2023-01-01 04:51:56.000000+00:00\", \"2020-09-18 08:02:32.000000+00:00\", \"2020-03-24 02:32:35.000000+00:00\", \"2023-02-08 06:45:02.000000+00:00\", \"2021-09-11 00:44:12.000000+00:00\", \"2020-08-29 19:06:39.000000+00:00\"], \"session_ids\": [\"66a1043d-e1b5-4c97-b027-36a6edf12c5f\", \"3b905e7e-0106-4321-8c5f-ffabeef93555\", \"4746532a-ae0a-4054-adb9-ea71a1a20316\", \"8ac729e0-fb6e-4712-8b8b-f20dcd5c58ce\", \"3142ae23-2193-4868-a241-a2b72b86c677\", \"4ccc55ee-cf0b-4753-a213-26e639495da0\", \"b6e4c79d-c8af-47fa-bc28-e845a14f2ea9\", \"7b7acf89-c005-4fea-a134-253d38641dc2\"], \"total_duration\": 10079.0, \"total_sessions\": 8, \"mean_week_duration\": 66.748}}, {\"85717\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-04-27 16:08:49.000000+00:00\", \"2019-04-04 04:18:05.000000+00:00\"], \"session_ids\": [\"d848c0a7-d4ae-4c9b-92b4-3c2d13b1d132\", \"d4b5fa67-86c0-4f40-817b-5d74356c07a3\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 7.75}}, {\"44025\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-07-30 03:53:44.000000+00:00\", \"2020-03-12 20:06:17.000000+00:00\", \"2021-11-11 16:32:11.000000+00:00\"], \"session_ids\": [\"61bc5742-b2df-4c5e-9ffd-6623ce8f0979\", \"b35a2cac-a858-4536-99a3-ff9f21bf1be0\", \"013fdfa6-1a4f-4938-b1f9-80e71877aed8\"], \"total_duration\": 631.0, \"total_sessions\": 3, \"mean_week_duration\": 7.253}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 1 entries and exclude 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[{\"88921\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-06-20 02:58:38.000000+00:00\", \"2020-07-16 14:42:20.000000+00:00\", \"2023-01-01 04:51:56.000000+00:00\", \"2020-09-18 08:02:32.000000+00:00\", \"2020-03-24 02:32:35.000000+00:00\", \"2023-02-08 06:45:02.000000+00:00\", \"2021-09-11 00:44:12.000000+00:00\", \"2020-08-29 19:06:39.000000+00:00\"], \"session_ids\": [\"66a1043d-e1b5-4c97-b027-36a6edf12c5f\", \"3b905e7e-0106-4321-8c5f-ffabeef93555\", \"4746532a-ae0a-4054-adb9-ea71a1a20316\", \"8ac729e0-fb6e-4712-8b8b-f20dcd5c58ce\", \"3142ae23-2193-4868-a241-a2b72b86c677\", \"4ccc55ee-cf0b-4753-a213-26e639495da0\", \"b6e4c79d-c8af-47fa-bc28-e845a14f2ea9\", \"7b7acf89-c005-4fea-a134-253d38641dc2\"], \"total_duration\": 10079.0, \"total_sessions\": 8, \"mean_week_duration\": 66.748}}]\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[{\"88921\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-06-20 02:58:38.000000+00:00\", \"2020-07-16 14:42:20.000000+00:00\", \"2023-01-01 04:51:56.000000+00:00\", \"2020-09-18 08:02:32.000000+00:00\", \"2020-03-24 02:32:35.000000+00:00\", \"2023-02-08 06:45:02.000000+00:00\", \"2021-09-11 00:44:12.000000+00:00\", \"2020-08-29 19:06:39.000000+00:00\"], \"session_ids\": [\"66a1043d-e1b5-4c97-b027-36a6edf12c5f\", \"3b905e7e-0106-4321-8c5f-ffabeef93555\", \"4746532a-ae0a-4054-adb9-ea71a1a20316\", \"8ac729e0-fb6e-4712-8b8b-f20dcd5c58ce\", \"3142ae23-2193-4868-a241-a2b72b86c677\", \"4ccc55ee-cf0b-4753-a213-26e639495da0\", \"b6e4c79d-c8af-47fa-bc28-e845a14f2ea9\", \"7b7acf89-c005-4fea-a134-253d38641dc2\"], \"total_duration\": 10079.0, \"total_sessions\": 8, \"mean_week_duration\": 66.748}}]\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 5 users who are not residents of city Nairobi , and apply sorting by mean week duration asc."
}
] |
[
{
"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{\"76694\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-05-25 05:53:30.000000+00:00\", \"2019-01-27 19:51:32.000000+00:00\"], \"session_ids\": [\"84f407cb-d98d-4e79-aa78-04b1aedf2782\", \"913d2544-1f7b-45b2-95c6-ae864fc8e701\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.156}, \"90091\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-11-16 10:11:18.000000+00:00\", \"2022-06-13 01:16:10.000000+00:00\", \"2021-12-04 23:37:01.000000+00:00\", \"2019-05-16 14:49:18.000000+00:00\", \"2019-10-17 01:08:46.000000+00:00\"], \"session_ids\": [\"1aaf40aa-96a8-48d8-884e-96e4b8b9ad33\", \"6a4a04f2-c9c2-4213-be78-dddfaf636ec5\", \"e3dc3b46-a216-4753-b2dd-f580f2f0ec40\", \"b0f5629d-1e0c-4ca0-8781-a0263c5e67b3\", \"140d95e2-50f6-442f-b736-4021bef4d83a\"], \"total_duration\": 714.0, \"total_sessions\": 5, \"mean_week_duration\": 4.435}, \"7806\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-05-31 16:09:59.000000+00:00\", \"2021-11-16 13:16:25.000000+00:00\"], \"session_ids\": [\"52a58d84-0290-4766-b7eb-4597a3dd06d0\", \"3c086337-476b-4c32-9b5b-69f5cb781dd4\"], \"total_duration\": 461.0, \"total_sessions\": 2, \"mean_week_duration\": 3.574}, \"77900\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 5}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-07-28 22:08:10.000000+00:00\", \"2020-12-12 23:57:21.000000+00:00\"], \"session_ids\": [\"2a88a658-1b10-42e0-bf50-4d09c5d6017a\", \"e9de132b-dcad-435a-8b97-0a375c0ca3e6\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 1.903}, \"51614\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-05-09 11:55:01.000000+00:00\", \"2019-02-13 02:34:09.000000+00:00\", \"2020-03-11 00:25:54.000000+00:00\", \"2022-08-07 00:45:04.000000+00:00\", \"2020-10-13 09:22:21.000000+00:00\"], \"session_ids\": [\"0d5ef6b0-700c-4feb-85b6-b168b4305707\", \"ff28a9f6-1209-4046-a1c9-4049860e4dbd\", \"eda03e88-fd0b-4820-9105-6165cf5acdd7\", \"80eb1cce-6932-4ac8-a8ff-623d142ef45b\", \"7977e81a-9ceb-4617-a33d-0bbd12cadd13\"], \"total_duration\": 1407.0, \"total_sessions\": 5, \"mean_week_duration\": 7.731}, \"14065\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-07-08 06:05:01.000000+00:00\", \"2022-11-28 07:16:19.000000+00:00\"], \"session_ids\": [\"a2515dfb-866e-4057-abbf-6c429ea87088\", \"a3619a43-8461-4635-a06e-b0e5457de5b8\"], \"total_duration\": 428.0, \"total_sessions\": 2, \"mean_week_duration\": 2.418}, \"77484\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-06-01 03:33:28.000000+00:00\", \"2019-02-22 01:23:52.000000+00:00\"], \"session_ids\": [\"801f734b-8473-4045-8c6f-c1088894e66b\", \"231ed1ad-5b54-4b55-b69d-56c438ad93eb\"], \"total_duration\": 454.0, \"total_sessions\": 2, \"mean_week_duration\": 3.815}, \"43141\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-05-03 06:09:08.000000+00:00\", \"2021-02-02 06:22:56.000000+00:00\"], \"session_ids\": [\"7c4087f5-db99-42e3-b5ad-78e7869b0e37\", \"6d5af567-d05f-447e-8b5d-573d24a5757c\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.137}, \"98081\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-07-21 00:28:20.000000+00:00\", \"2020-07-03 11:57:21.000000+00:00\", \"2021-05-25 20:23:13.000000+00:00\"], \"session_ids\": [\"9ea79d3c-f197-4eac-801a-749fda754ca1\", \"48aeb789-2ce2-4284-8f22-122c6e3a7c3a\", \"a7ffbc6e-1c6e-419d-8425-2b9099ca24ce\"], \"total_duration\": 836.0, \"total_sessions\": 3, \"mean_week_duration\": 17.787}, \"24272\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2023-02-07 22:18:05.000000+00:00\", \"2022-05-30 19:04:31.000000+00:00\", \"2019-06-04 05:43:59.000000+00:00\"], \"session_ids\": [\"506afabd-adeb-4edd-82da-4f0b1983cdb6\", \"0d017bb5-740e-45b7-9c34-c39d729f7393\", \"af10f639-0893-42f6-b504-0a126d9f848e\"], \"total_duration\": 30.0, \"total_sessions\": 3, \"mean_week_duration\": 0.156}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is not Nairobi"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Nairobi\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"76694\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-05-25 05:53:30.000000+00:00\", \"2019-01-27 19:51:32.000000+00:00\"], \"session_ids\": [\"84f407cb-d98d-4e79-aa78-04b1aedf2782\", \"913d2544-1f7b-45b2-95c6-ae864fc8e701\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.156}, \"90091\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-11-16 10:11:18.000000+00:00\", \"2022-06-13 01:16:10.000000+00:00\", \"2021-12-04 23:37:01.000000+00:00\", \"2019-05-16 14:49:18.000000+00:00\", \"2019-10-17 01:08:46.000000+00:00\"], \"session_ids\": [\"1aaf40aa-96a8-48d8-884e-96e4b8b9ad33\", \"6a4a04f2-c9c2-4213-be78-dddfaf636ec5\", \"e3dc3b46-a216-4753-b2dd-f580f2f0ec40\", \"b0f5629d-1e0c-4ca0-8781-a0263c5e67b3\", \"140d95e2-50f6-442f-b736-4021bef4d83a\"], \"total_duration\": 714.0, \"total_sessions\": 5, \"mean_week_duration\": 4.435}, \"7806\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-05-31 16:09:59.000000+00:00\", \"2021-11-16 13:16:25.000000+00:00\"], \"session_ids\": [\"52a58d84-0290-4766-b7eb-4597a3dd06d0\", \"3c086337-476b-4c32-9b5b-69f5cb781dd4\"], \"total_duration\": 461.0, \"total_sessions\": 2, \"mean_week_duration\": 3.574}, \"77900\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 5}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-07-28 22:08:10.000000+00:00\", \"2020-12-12 23:57:21.000000+00:00\"], \"session_ids\": [\"2a88a658-1b10-42e0-bf50-4d09c5d6017a\", \"e9de132b-dcad-435a-8b97-0a375c0ca3e6\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 1.903}, \"51614\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-05-09 11:55:01.000000+00:00\", \"2019-02-13 02:34:09.000000+00:00\", \"2020-03-11 00:25:54.000000+00:00\", \"2022-08-07 00:45:04.000000+00:00\", \"2020-10-13 09:22:21.000000+00:00\"], \"session_ids\": [\"0d5ef6b0-700c-4feb-85b6-b168b4305707\", \"ff28a9f6-1209-4046-a1c9-4049860e4dbd\", \"eda03e88-fd0b-4820-9105-6165cf5acdd7\", \"80eb1cce-6932-4ac8-a8ff-623d142ef45b\", \"7977e81a-9ceb-4617-a33d-0bbd12cadd13\"], \"total_duration\": 1407.0, \"total_sessions\": 5, \"mean_week_duration\": 7.731}, \"14065\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-07-08 06:05:01.000000+00:00\", \"2022-11-28 07:16:19.000000+00:00\"], \"session_ids\": [\"a2515dfb-866e-4057-abbf-6c429ea87088\", \"a3619a43-8461-4635-a06e-b0e5457de5b8\"], \"total_duration\": 428.0, \"total_sessions\": 2, \"mean_week_duration\": 2.418}, \"77484\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-06-01 03:33:28.000000+00:00\", \"2019-02-22 01:23:52.000000+00:00\"], \"session_ids\": [\"801f734b-8473-4045-8c6f-c1088894e66b\", \"231ed1ad-5b54-4b55-b69d-56c438ad93eb\"], \"total_duration\": 454.0, \"total_sessions\": 2, \"mean_week_duration\": 3.815}, \"43141\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-05-03 06:09:08.000000+00:00\", \"2021-02-02 06:22:56.000000+00:00\"], \"session_ids\": [\"7c4087f5-db99-42e3-b5ad-78e7869b0e37\", \"6d5af567-d05f-447e-8b5d-573d24a5757c\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.137}, \"98081\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-07-21 00:28:20.000000+00:00\", \"2020-07-03 11:57:21.000000+00:00\", \"2021-05-25 20:23:13.000000+00:00\"], \"session_ids\": [\"9ea79d3c-f197-4eac-801a-749fda754ca1\", \"48aeb789-2ce2-4284-8f22-122c6e3a7c3a\", \"a7ffbc6e-1c6e-419d-8425-2b9099ca24ce\"], \"total_duration\": 836.0, \"total_sessions\": 3, \"mean_week_duration\": 17.787}, \"24272\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2023-02-07 22:18:05.000000+00:00\", \"2022-05-30 19:04:31.000000+00:00\", \"2019-06-04 05:43:59.000000+00:00\"], \"session_ids\": [\"506afabd-adeb-4edd-82da-4f0b1983cdb6\", \"0d017bb5-740e-45b7-9c34-c39d729f7393\", \"af10f639-0893-42f6-b504-0a126d9f848e\"], \"total_duration\": 30.0, \"total_sessions\": 3, \"mean_week_duration\": 0.156}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"76694\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-05-25 05:53:30.000000+00:00\", \"2019-01-27 19:51:32.000000+00:00\"], \"session_ids\": [\"84f407cb-d98d-4e79-aa78-04b1aedf2782\", \"913d2544-1f7b-45b2-95c6-ae864fc8e701\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.156}}, {\"24272\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2023-02-07 22:18:05.000000+00:00\", \"2022-05-30 19:04:31.000000+00:00\", \"2019-06-04 05:43:59.000000+00:00\"], \"session_ids\": [\"506afabd-adeb-4edd-82da-4f0b1983cdb6\", \"0d017bb5-740e-45b7-9c34-c39d729f7393\", \"af10f639-0893-42f6-b504-0a126d9f848e\"], \"total_duration\": 30.0, \"total_sessions\": 3, \"mean_week_duration\": 0.156}}, {\"43141\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-05-03 06:09:08.000000+00:00\", \"2021-02-02 06:22:56.000000+00:00\"], \"session_ids\": [\"7c4087f5-db99-42e3-b5ad-78e7869b0e37\", \"6d5af567-d05f-447e-8b5d-573d24a5757c\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.137}}, {\"77900\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 5}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-07-28 22:08:10.000000+00:00\", \"2020-12-12 23:57:21.000000+00:00\"], \"session_ids\": [\"2a88a658-1b10-42e0-bf50-4d09c5d6017a\", \"e9de132b-dcad-435a-8b97-0a375c0ca3e6\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 1.903}}, {\"14065\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-07-08 06:05:01.000000+00:00\", \"2022-11-28 07:16:19.000000+00:00\"], \"session_ids\": [\"a2515dfb-866e-4057-abbf-6c429ea87088\", \"a3619a43-8461-4635-a06e-b0e5457de5b8\"], \"total_duration\": 428.0, \"total_sessions\": 2, \"mean_week_duration\": 2.418}}, {\"7806\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-05-31 16:09:59.000000+00:00\", \"2021-11-16 13:16:25.000000+00:00\"], \"session_ids\": [\"52a58d84-0290-4766-b7eb-4597a3dd06d0\", \"3c086337-476b-4c32-9b5b-69f5cb781dd4\"], \"total_duration\": 461.0, \"total_sessions\": 2, \"mean_week_duration\": 3.574}}, {\"77484\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-06-01 03:33:28.000000+00:00\", \"2019-02-22 01:23:52.000000+00:00\"], \"session_ids\": [\"801f734b-8473-4045-8c6f-c1088894e66b\", \"231ed1ad-5b54-4b55-b69d-56c438ad93eb\"], \"total_duration\": 454.0, \"total_sessions\": 2, \"mean_week_duration\": 3.815}}, {\"90091\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-11-16 10:11:18.000000+00:00\", \"2022-06-13 01:16:10.000000+00:00\", \"2021-12-04 23:37:01.000000+00:00\", \"2019-05-16 14:49:18.000000+00:00\", \"2019-10-17 01:08:46.000000+00:00\"], \"session_ids\": [\"1aaf40aa-96a8-48d8-884e-96e4b8b9ad33\", \"6a4a04f2-c9c2-4213-be78-dddfaf636ec5\", \"e3dc3b46-a216-4753-b2dd-f580f2f0ec40\", \"b0f5629d-1e0c-4ca0-8781-a0263c5e67b3\", \"140d95e2-50f6-442f-b736-4021bef4d83a\"], \"total_duration\": 714.0, \"total_sessions\": 5, \"mean_week_duration\": 4.435}}, {\"51614\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-05-09 11:55:01.000000+00:00\", \"2019-02-13 02:34:09.000000+00:00\", \"2020-03-11 00:25:54.000000+00:00\", \"2022-08-07 00:45:04.000000+00:00\", \"2020-10-13 09:22:21.000000+00:00\"], \"session_ids\": [\"0d5ef6b0-700c-4feb-85b6-b168b4305707\", \"ff28a9f6-1209-4046-a1c9-4049860e4dbd\", \"eda03e88-fd0b-4820-9105-6165cf5acdd7\", \"80eb1cce-6932-4ac8-a8ff-623d142ef45b\", \"7977e81a-9ceb-4617-a33d-0bbd12cadd13\"], \"total_duration\": 1407.0, \"total_sessions\": 5, \"mean_week_duration\": 7.731}}, {\"98081\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-07-21 00:28:20.000000+00:00\", \"2020-07-03 11:57:21.000000+00:00\", \"2021-05-25 20:23:13.000000+00:00\"], \"session_ids\": [\"9ea79d3c-f197-4eac-801a-749fda754ca1\", \"48aeb789-2ce2-4284-8f22-122c6e3a7c3a\", \"a7ffbc6e-1c6e-419d-8425-2b9099ca24ce\"], \"total_duration\": 836.0, \"total_sessions\": 3, \"mean_week_duration\": 17.787}}]\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[{\"76694\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-05-25 05:53:30.000000+00:00\", \"2019-01-27 19:51:32.000000+00:00\"], \"session_ids\": [\"84f407cb-d98d-4e79-aa78-04b1aedf2782\", \"913d2544-1f7b-45b2-95c6-ae864fc8e701\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.156}}, {\"24272\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2023-02-07 22:18:05.000000+00:00\", \"2022-05-30 19:04:31.000000+00:00\", \"2019-06-04 05:43:59.000000+00:00\"], \"session_ids\": [\"506afabd-adeb-4edd-82da-4f0b1983cdb6\", \"0d017bb5-740e-45b7-9c34-c39d729f7393\", \"af10f639-0893-42f6-b504-0a126d9f848e\"], \"total_duration\": 30.0, \"total_sessions\": 3, \"mean_week_duration\": 0.156}}, {\"43141\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-05-03 06:09:08.000000+00:00\", \"2021-02-02 06:22:56.000000+00:00\"], \"session_ids\": [\"7c4087f5-db99-42e3-b5ad-78e7869b0e37\", \"6d5af567-d05f-447e-8b5d-573d24a5757c\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.137}}, {\"77900\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 5}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-07-28 22:08:10.000000+00:00\", \"2020-12-12 23:57:21.000000+00:00\"], \"session_ids\": [\"2a88a658-1b10-42e0-bf50-4d09c5d6017a\", \"e9de132b-dcad-435a-8b97-0a375c0ca3e6\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 1.903}}, {\"14065\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-07-08 06:05:01.000000+00:00\", \"2022-11-28 07:16:19.000000+00:00\"], \"session_ids\": [\"a2515dfb-866e-4057-abbf-6c429ea87088\", \"a3619a43-8461-4635-a06e-b0e5457de5b8\"], \"total_duration\": 428.0, \"total_sessions\": 2, \"mean_week_duration\": 2.418}}]\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[{\"76694\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-05-25 05:53:30.000000+00:00\", \"2019-01-27 19:51:32.000000+00:00\"], \"session_ids\": [\"84f407cb-d98d-4e79-aa78-04b1aedf2782\", \"913d2544-1f7b-45b2-95c6-ae864fc8e701\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.156}}, {\"24272\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2023-02-07 22:18:05.000000+00:00\", \"2022-05-30 19:04:31.000000+00:00\", \"2019-06-04 05:43:59.000000+00:00\"], \"session_ids\": [\"506afabd-adeb-4edd-82da-4f0b1983cdb6\", \"0d017bb5-740e-45b7-9c34-c39d729f7393\", \"af10f639-0893-42f6-b504-0a126d9f848e\"], \"total_duration\": 30.0, \"total_sessions\": 3, \"mean_week_duration\": 0.156}}, {\"43141\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-05-03 06:09:08.000000+00:00\", \"2021-02-02 06:22:56.000000+00:00\"], \"session_ids\": [\"7c4087f5-db99-42e3-b5ad-78e7869b0e37\", \"6d5af567-d05f-447e-8b5d-573d24a5757c\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.137}}, {\"77900\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 5}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-07-28 22:08:10.000000+00:00\", \"2020-12-12 23:57:21.000000+00:00\"], \"session_ids\": [\"2a88a658-1b10-42e0-bf50-4d09c5d6017a\", \"e9de132b-dcad-435a-8b97-0a375c0ca3e6\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 1.903}}, {\"14065\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-07-08 06:05:01.000000+00:00\", \"2022-11-28 07:16:19.000000+00:00\"], \"session_ids\": [\"a2515dfb-866e-4057-abbf-6c429ea87088\", \"a3619a43-8461-4635-a06e-b0e5457de5b8\"], \"total_duration\": 428.0, \"total_sessions\": 2, \"mean_week_duration\": 2.418}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I have a curiosity about 4 users whose app usage time is strictly bigger than 323 in addition carry out sorting by sum of duration of sessions per week from the smallest to the largest and save only 2 records."
}
] |
[
{
"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{\"88107\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-08-07 18:20:21.000000+00:00\", \"2022-05-21 10:14:46.000000+00:00\"], \"session_ids\": [\"401a4efe-0e10-4af6-8c5c-00a2e7b14f56\", \"55ce2b4a-c9a9-4384-9ad5-930c3574e563\"], \"total_duration\": 333.0, \"total_sessions\": 2, \"mean_week_duration\": 3.581}, \"72749\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-08-04 07:17:01.000000+00:00\", \"2022-06-12 22:12:10.000000+00:00\"], \"session_ids\": [\"a7a645e3-5203-4ddd-b698-0a5a030a8037\", \"7a327fe6-8f48-4394-9de1-b62ad4369135\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}, \"81379\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-09-05 10:35:31.000000+00:00\", \"2021-08-22 20:12:45.000000+00:00\", \"2022-03-26 03:16:12.000000+00:00\", \"2021-04-19 07:12:03.000000+00:00\", \"2021-06-20 21:28:11.000000+00:00\"], \"session_ids\": [\"5c296008-45b7-4d1d-a4a4-6df3a3a1c7e1\", \"41ac119e-953f-4993-9937-9027b35560c0\", \"4ba3bcf2-2207-4d4a-9ade-d6414090c01f\", \"a7990820-82d7-407d-923f-5c1f516f0c8c\", \"364cd64d-a592-485a-850d-b9113b2659d9\"], \"total_duration\": 1538.0, \"total_sessions\": 5, \"mean_week_duration\": 18.988}, \"78261\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-11-21 22:08:01.000000+00:00\", \"2021-12-27 12:02:43.000000+00:00\", \"2020-06-13 16:36:54.000000+00:00\", \"2019-04-20 16:59:17.000000+00:00\"], \"session_ids\": [\"d79ca84e-9644-4874-91df-6a918e75e477\", \"1752b6bb-3d06-4588-9ac7-8dfa62ecbe6a\", \"5245be0b-9b99-470e-84da-0f95404c9ca6\", \"fcb018a7-b8af-4815-b8d1-dd957340eaa4\"], \"total_duration\": 109.0, \"total_sessions\": 4, \"mean_week_duration\": 0.773}, \"57218\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-05-04 09:14:12.000000+00:00\", \"2020-09-06 11:14:03.000000+00:00\"], \"session_ids\": [\"2d2ae2aa-3672-4c10-97e1-074f7a8b6171\", \"27cc3f13-652b-4e19-b4ea-67bc03d94c44\"], \"total_duration\": 119.0, \"total_sessions\": 2, \"mean_week_duration\": 1.676}, \"25056\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-23 05:47:02.000000+00:00\", \"2019-02-26 18:58:45.000000+00:00\"], \"session_ids\": [\"c5c1631d-0131-480e-b8b9-3bef0defa45b\", \"54216971-987b-4980-a665-3c5066c91f01\"], \"total_duration\": 431.0, \"total_sessions\": 2, \"mean_week_duration\": 2.368}, \"66846\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-07-02 10:24:17.000000+00:00\", \"2021-03-09 21:45:08.000000+00:00\"], \"session_ids\": [\"2131856b-9fb1-4140-83ed-f47e15cfeb09\", \"e0aa4389-d981-4765-9339-474efdfa5c7a\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.639}, \"49059\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-08-16 11:47:24.000000+00:00\", \"2021-02-16 18:24:13.000000+00:00\"], \"session_ids\": [\"3a8386eb-e805-4967-ae9a-82b5bf7029bc\", \"fa513aad-9964-49b3-a2b6-97586163e866\"], \"total_duration\": 360.0, \"total_sessions\": 2, \"mean_week_duration\": 13.846}, \"96089\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-02-13 05:43:20.000000+00:00\", \"2022-03-20 22:53:31.000000+00:00\", \"2019-02-24 02:46:37.000000+00:00\"], \"session_ids\": [\"7315769c-7032-4ad7-89b7-c4620f5839e7\", \"2361c37a-8007-4fee-a896-d9a28e8732ed\", \"065ac7e8-f989-4d7a-92cd-d36107d81520\"], \"total_duration\": 642.0, \"total_sessions\": 3, \"mean_week_duration\": 4.013}, \"35317\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-01-09 20:29:40.000000+00:00\", \"2019-12-19 05:11:13.000000+00:00\", \"2020-01-03 13:01:32.000000+00:00\", \"2019-02-28 20:19:13.000000+00:00\"], \"session_ids\": [\"8b0bcd8a-f037-4482-9ad7-cc66ee01ef9b\", \"6e3ae8c0-26e9-4ae8-b373-c3f2a3f7c6bb\", \"4fb90378-f505-4e7b-afa3-02ff227028ac\", \"45eff79d-d363-45ec-9fbc-8b47f3923108\"], \"total_duration\": 402.0, \"total_sessions\": 4, \"mean_week_duration\": 4.102}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are greater than 323"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\"]]}, \"all_values\": {\"total_duration\": [[323, 2710]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"88107\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-08-07 18:20:21.000000+00:00\", \"2022-05-21 10:14:46.000000+00:00\"], \"session_ids\": [\"401a4efe-0e10-4af6-8c5c-00a2e7b14f56\", \"55ce2b4a-c9a9-4384-9ad5-930c3574e563\"], \"total_duration\": 333.0, \"total_sessions\": 2, \"mean_week_duration\": 3.581}, \"81379\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-09-05 10:35:31.000000+00:00\", \"2021-08-22 20:12:45.000000+00:00\", \"2022-03-26 03:16:12.000000+00:00\", \"2021-04-19 07:12:03.000000+00:00\", \"2021-06-20 21:28:11.000000+00:00\"], \"session_ids\": [\"5c296008-45b7-4d1d-a4a4-6df3a3a1c7e1\", \"41ac119e-953f-4993-9937-9027b35560c0\", \"4ba3bcf2-2207-4d4a-9ade-d6414090c01f\", \"a7990820-82d7-407d-923f-5c1f516f0c8c\", \"364cd64d-a592-485a-850d-b9113b2659d9\"], \"total_duration\": 1538.0, \"total_sessions\": 5, \"mean_week_duration\": 18.988}, \"25056\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-23 05:47:02.000000+00:00\", \"2019-02-26 18:58:45.000000+00:00\"], \"session_ids\": [\"c5c1631d-0131-480e-b8b9-3bef0defa45b\", \"54216971-987b-4980-a665-3c5066c91f01\"], \"total_duration\": 431.0, \"total_sessions\": 2, \"mean_week_duration\": 2.368}, \"49059\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-08-16 11:47:24.000000+00:00\", \"2021-02-16 18:24:13.000000+00:00\"], \"session_ids\": [\"3a8386eb-e805-4967-ae9a-82b5bf7029bc\", \"fa513aad-9964-49b3-a2b6-97586163e866\"], \"total_duration\": 360.0, \"total_sessions\": 2, \"mean_week_duration\": 13.846}, \"96089\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-02-13 05:43:20.000000+00:00\", \"2022-03-20 22:53:31.000000+00:00\", \"2019-02-24 02:46:37.000000+00:00\"], \"session_ids\": [\"7315769c-7032-4ad7-89b7-c4620f5839e7\", \"2361c37a-8007-4fee-a896-d9a28e8732ed\", \"065ac7e8-f989-4d7a-92cd-d36107d81520\"], \"total_duration\": 642.0, \"total_sessions\": 3, \"mean_week_duration\": 4.013}, \"35317\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-01-09 20:29:40.000000+00:00\", \"2019-12-19 05:11:13.000000+00:00\", \"2020-01-03 13:01:32.000000+00:00\", \"2019-02-28 20:19:13.000000+00:00\"], \"session_ids\": [\"8b0bcd8a-f037-4482-9ad7-cc66ee01ef9b\", \"6e3ae8c0-26e9-4ae8-b373-c3f2a3f7c6bb\", \"4fb90378-f505-4e7b-afa3-02ff227028ac\", \"45eff79d-d363-45ec-9fbc-8b47f3923108\"], \"total_duration\": 402.0, \"total_sessions\": 4, \"mean_week_duration\": 4.102}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"25056\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-23 05:47:02.000000+00:00\", \"2019-02-26 18:58:45.000000+00:00\"], \"session_ids\": [\"c5c1631d-0131-480e-b8b9-3bef0defa45b\", \"54216971-987b-4980-a665-3c5066c91f01\"], \"total_duration\": 431.0, \"total_sessions\": 2, \"mean_week_duration\": 2.368}}, {\"88107\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-08-07 18:20:21.000000+00:00\", \"2022-05-21 10:14:46.000000+00:00\"], \"session_ids\": [\"401a4efe-0e10-4af6-8c5c-00a2e7b14f56\", \"55ce2b4a-c9a9-4384-9ad5-930c3574e563\"], \"total_duration\": 333.0, \"total_sessions\": 2, \"mean_week_duration\": 3.581}}, {\"96089\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-02-13 05:43:20.000000+00:00\", \"2022-03-20 22:53:31.000000+00:00\", \"2019-02-24 02:46:37.000000+00:00\"], \"session_ids\": [\"7315769c-7032-4ad7-89b7-c4620f5839e7\", \"2361c37a-8007-4fee-a896-d9a28e8732ed\", \"065ac7e8-f989-4d7a-92cd-d36107d81520\"], \"total_duration\": 642.0, \"total_sessions\": 3, \"mean_week_duration\": 4.013}}, {\"35317\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-01-09 20:29:40.000000+00:00\", \"2019-12-19 05:11:13.000000+00:00\", \"2020-01-03 13:01:32.000000+00:00\", \"2019-02-28 20:19:13.000000+00:00\"], \"session_ids\": [\"8b0bcd8a-f037-4482-9ad7-cc66ee01ef9b\", \"6e3ae8c0-26e9-4ae8-b373-c3f2a3f7c6bb\", \"4fb90378-f505-4e7b-afa3-02ff227028ac\", \"45eff79d-d363-45ec-9fbc-8b47f3923108\"], \"total_duration\": 402.0, \"total_sessions\": 4, \"mean_week_duration\": 4.102}}, {\"49059\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-08-16 11:47:24.000000+00:00\", \"2021-02-16 18:24:13.000000+00:00\"], \"session_ids\": [\"3a8386eb-e805-4967-ae9a-82b5bf7029bc\", \"fa513aad-9964-49b3-a2b6-97586163e866\"], \"total_duration\": 360.0, \"total_sessions\": 2, \"mean_week_duration\": 13.846}}, {\"81379\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-09-05 10:35:31.000000+00:00\", \"2021-08-22 20:12:45.000000+00:00\", \"2022-03-26 03:16:12.000000+00:00\", \"2021-04-19 07:12:03.000000+00:00\", \"2021-06-20 21:28:11.000000+00:00\"], \"session_ids\": [\"5c296008-45b7-4d1d-a4a4-6df3a3a1c7e1\", \"41ac119e-953f-4993-9937-9027b35560c0\", \"4ba3bcf2-2207-4d4a-9ade-d6414090c01f\", \"a7990820-82d7-407d-923f-5c1f516f0c8c\", \"364cd64d-a592-485a-850d-b9113b2659d9\"], \"total_duration\": 1538.0, \"total_sessions\": 5, \"mean_week_duration\": 18.988}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"25056\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-23 05:47:02.000000+00:00\", \"2019-02-26 18:58:45.000000+00:00\"], \"session_ids\": [\"c5c1631d-0131-480e-b8b9-3bef0defa45b\", \"54216971-987b-4980-a665-3c5066c91f01\"], \"total_duration\": 431.0, \"total_sessions\": 2, \"mean_week_duration\": 2.368}}, {\"88107\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-08-07 18:20:21.000000+00:00\", \"2022-05-21 10:14:46.000000+00:00\"], \"session_ids\": [\"401a4efe-0e10-4af6-8c5c-00a2e7b14f56\", \"55ce2b4a-c9a9-4384-9ad5-930c3574e563\"], \"total_duration\": 333.0, \"total_sessions\": 2, \"mean_week_duration\": 3.581}}]\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[{\"25056\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-23 05:47:02.000000+00:00\", \"2019-02-26 18:58:45.000000+00:00\"], \"session_ids\": [\"c5c1631d-0131-480e-b8b9-3bef0defa45b\", \"54216971-987b-4980-a665-3c5066c91f01\"], \"total_duration\": 431.0, \"total_sessions\": 2, \"mean_week_duration\": 2.368}}, {\"88107\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-08-07 18:20:21.000000+00:00\", \"2022-05-21 10:14:46.000000+00:00\"], \"session_ids\": [\"401a4efe-0e10-4af6-8c5c-00a2e7b14f56\", \"55ce2b4a-c9a9-4384-9ad5-930c3574e563\"], \"total_duration\": 333.0, \"total_sessions\": 2, \"mean_week_duration\": 3.581}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Give me details on user who isn't residing in cities San Salvador, New Delhi, San Juan and sort by overall sessions count 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{\"38575\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-08-30 12:06:51.000000+00:00\", \"2020-05-01 05:22:49.000000+00:00\", \"2023-02-06 16:12:51.000000+00:00\", \"2020-02-06 23:18:29.000000+00:00\", \"2019-04-26 09:58:17.000000+00:00\", \"2020-01-06 00:48:50.000000+00:00\", \"2021-10-25 21:56:06.000000+00:00\", \"2019-03-11 04:51:15.000000+00:00\", \"2022-04-26 14:51:02.000000+00:00\"], \"session_ids\": [\"c99379db-120b-4adf-af3f-cd7edfe05ac2\", \"2e4160fe-6fa4-40bf-8c37-2f375899c029\", \"183154f1-346f-440b-acea-cc0d9fdb742e\", \"dbad2d71-30c4-4d9d-80f7-e1352ca581ba\", \"65de9c28-50b9-4aae-b1e7-ca7c60928e62\", \"df6b9ad7-3573-4d6f-a04e-0d6f4c8f13ad\", \"71ece725-4bbb-4a60-9fd0-cb81c12307cd\", \"c0f1bf1e-cfd7-46ea-bb7c-56c4b5274893\", \"5ec92152-d9fa-4a3a-aa7a-09dfcab655ae\"], \"total_duration\": 13182.0, \"total_sessions\": 9, \"mean_week_duration\": 64.618}, \"62126\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-04-21 13:35:38.000000+00:00\", \"2022-07-24 15:27:08.000000+00:00\", \"2022-01-21 03:40:11.000000+00:00\", \"2022-06-17 23:47:45.000000+00:00\", \"2019-09-28 07:17:22.000000+00:00\", \"2019-04-15 05:59:22.000000+00:00\", \"2022-07-12 10:52:02.000000+00:00\", \"2023-04-16 21:06:31.000000+00:00\", \"2020-06-02 07:35:10.000000+00:00\"], \"session_ids\": [\"fe72024f-5b0b-4d14-804a-cf537d01a1c8\", \"34e0bd97-b4aa-459d-9ebb-8db98032376b\", \"ed3d0c62-7e35-4eb2-8826-85ea072bd385\", \"5bc42b6f-dcb3-4f2d-a69a-960e8b24380a\", \"88477d72-8fd8-4b35-8913-fc53cae2a462\", \"92ba90b6-54c8-472d-a61a-5dc6b7a467d6\", \"6b24174f-d3f6-4c0c-a2ac-fbbad5779bb9\", \"b718f799-8573-4ca0-959a-4f21bd685966\", \"0e27d400-9f44-4aa1-9ceb-dfad07f49359\"], \"total_duration\": 15271.0, \"total_sessions\": 9, \"mean_week_duration\": 73.067}, \"19075\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-06-10 09:56:03.000000+00:00\", \"2020-06-04 19:10:42.000000+00:00\"], \"session_ids\": [\"c10aecd6-ff7d-4d18-b5c5-c7402dc4cc71\", \"ac55d75b-9a0d-422b-90b6-ba7063ab80bf\"], \"total_duration\": 296.0, \"total_sessions\": 2, \"mean_week_duration\": 296.0}, \"78411\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-04-01 10:23:18.000000+00:00\", \"2021-01-23 02:22:19.000000+00:00\", \"2020-01-07 00:56:19.000000+00:00\", \"2019-06-29 11:59:00.000000+00:00\", \"2019-07-15 19:59:31.000000+00:00\"], \"session_ids\": [\"80780880-e38c-4e63-b481-a48d7557281c\", \"332015ce-ba55-4d11-9305-234f025f45b1\", \"f1586026-6e0d-43ce-b20e-cead35ccb69c\", \"30d5420a-e11a-430e-a2f0-7e3de1d791e6\", \"472e154e-6124-40cc-8609-6fed5d7800a0\"], \"total_duration\": 2944.0, \"total_sessions\": 5, \"mean_week_duration\": 20.444}, \"2029\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-01-04 18:54:43.000000+00:00\", \"2019-03-06 05:39:29.000000+00:00\"], \"session_ids\": [\"567b7436-1035-428f-a67a-ff372e828148\", \"37123d86-93de-470c-8cdc-62809105d6e9\"], \"total_duration\": 390.0, \"total_sessions\": 2, \"mean_week_duration\": 8.864}, \"38906\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-01-24 15:34:40.000000+00:00\", \"2020-04-14 11:38:03.000000+00:00\", \"2019-07-25 16:08:12.000000+00:00\", \"2021-05-10 12:26:27.000000+00:00\", \"2022-07-09 19:18:14.000000+00:00\"], \"session_ids\": [\"61677ff1-ac5d-4fcb-8aac-309986bcf5fc\", \"4ea37071-801a-4257-99bc-78dacebc8f46\", \"c539323c-85be-4392-ab8b-43cff2737691\", \"d8ec72e1-93f0-499e-8151-7aa94d0096bc\", \"b55aa219-0d43-41b4-82ba-cb3c4f4a35f6\"], \"total_duration\": 1969.0, \"total_sessions\": 5, \"mean_week_duration\": 12.703}, \"56698\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-07-30 03:29:36.000000+00:00\", \"2020-06-11 14:59:33.000000+00:00\", \"2020-12-24 07:02:58.000000+00:00\", \"2022-02-11 12:49:24.000000+00:00\", \"2021-07-15 21:13:57.000000+00:00\", \"2021-01-29 02:28:04.000000+00:00\", \"2019-08-14 21:27:14.000000+00:00\", \"2022-06-11 12:36:45.000000+00:00\", \"2023-03-08 10:10:17.000000+00:00\", \"2023-05-24 20:15:57.000000+00:00\"], \"session_ids\": [\"f286bd12-fe46-4205-a5e2-5d58299198d2\", \"fbbe87fb-3022-4489-a7f8-4ff5f372f87c\", \"4de58322-e307-4d85-ac60-132d05cf2877\", \"7bd38261-d829-46fb-a998-34d8c67b0b5b\", \"f3459e7e-3e4f-4afc-8568-0ca583f36e46\", \"c48061db-b3f7-4f8d-9d41-6349d1016091\", \"585036bd-3a04-4fc0-9cff-afb4885d7bd1\", \"d8b4e0dc-a9d2-442c-8782-092ebc32b8a2\", \"6272bdf3-d251-469e-b2b9-e0c8981a1f56\", \"5d140d5d-62a9-4e52-acf9-827fe44db829\"], \"total_duration\": 37588.0, \"total_sessions\": 10, \"mean_week_duration\": 190.802}, \"65236\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-08-25 18:16:15.000000+00:00\", \"2021-08-07 12:30:18.000000+00:00\", \"2023-06-26 10:05:20.000000+00:00\", \"2023-01-06 05:24:31.000000+00:00\"], \"session_ids\": [\"a0ac4fd7-8d2c-4512-97c9-97c00dfe3deb\", \"849cbb1f-67ba-4f9b-8a9b-e598b6e74ba7\", \"b7d96be1-2b9b-4f79-bbc7-f19c9b7946a4\", \"dcc220f5-4b9c-4364-ab99-f78d210f95b5\"], \"total_duration\": 445.0, \"total_sessions\": 4, \"mean_week_duration\": 2.225}, \"41612\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-02-23 22:59:44.000000+00:00\", \"2020-08-11 00:24:53.000000+00:00\"], \"session_ids\": [\"902297af-d908-489c-bf47-68f6773132cd\", \"448fc89b-3fce-45a4-84e4-472cdf5cc60e\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 1.28}, \"92749\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-05 20:41:57.000000+00:00\", \"2021-05-14 06:49:18.000000+00:00\"], \"session_ids\": [\"16374f1b-bcb4-4f90-b004-e9044be38efb\", \"79aa5c1a-9e3a-4c1a-a01e-63df1d3e8bbe\"], \"total_duration\": 232.0, \"total_sessions\": 2, \"mean_week_duration\": 10.087}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not San Salvador, New Delhi, San Juan"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"San Salvador\", \"New Delhi\", \"San Juan\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"38575\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-08-30 12:06:51.000000+00:00\", \"2020-05-01 05:22:49.000000+00:00\", \"2023-02-06 16:12:51.000000+00:00\", \"2020-02-06 23:18:29.000000+00:00\", \"2019-04-26 09:58:17.000000+00:00\", \"2020-01-06 00:48:50.000000+00:00\", \"2021-10-25 21:56:06.000000+00:00\", \"2019-03-11 04:51:15.000000+00:00\", \"2022-04-26 14:51:02.000000+00:00\"], \"session_ids\": [\"c99379db-120b-4adf-af3f-cd7edfe05ac2\", \"2e4160fe-6fa4-40bf-8c37-2f375899c029\", \"183154f1-346f-440b-acea-cc0d9fdb742e\", \"dbad2d71-30c4-4d9d-80f7-e1352ca581ba\", \"65de9c28-50b9-4aae-b1e7-ca7c60928e62\", \"df6b9ad7-3573-4d6f-a04e-0d6f4c8f13ad\", \"71ece725-4bbb-4a60-9fd0-cb81c12307cd\", \"c0f1bf1e-cfd7-46ea-bb7c-56c4b5274893\", \"5ec92152-d9fa-4a3a-aa7a-09dfcab655ae\"], \"total_duration\": 13182.0, \"total_sessions\": 9, \"mean_week_duration\": 64.618}, \"62126\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-04-21 13:35:38.000000+00:00\", \"2022-07-24 15:27:08.000000+00:00\", \"2022-01-21 03:40:11.000000+00:00\", \"2022-06-17 23:47:45.000000+00:00\", \"2019-09-28 07:17:22.000000+00:00\", \"2019-04-15 05:59:22.000000+00:00\", \"2022-07-12 10:52:02.000000+00:00\", \"2023-04-16 21:06:31.000000+00:00\", \"2020-06-02 07:35:10.000000+00:00\"], \"session_ids\": [\"fe72024f-5b0b-4d14-804a-cf537d01a1c8\", \"34e0bd97-b4aa-459d-9ebb-8db98032376b\", \"ed3d0c62-7e35-4eb2-8826-85ea072bd385\", \"5bc42b6f-dcb3-4f2d-a69a-960e8b24380a\", \"88477d72-8fd8-4b35-8913-fc53cae2a462\", \"92ba90b6-54c8-472d-a61a-5dc6b7a467d6\", \"6b24174f-d3f6-4c0c-a2ac-fbbad5779bb9\", \"b718f799-8573-4ca0-959a-4f21bd685966\", \"0e27d400-9f44-4aa1-9ceb-dfad07f49359\"], \"total_duration\": 15271.0, \"total_sessions\": 9, \"mean_week_duration\": 73.067}, \"19075\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-06-10 09:56:03.000000+00:00\", \"2020-06-04 19:10:42.000000+00:00\"], \"session_ids\": [\"c10aecd6-ff7d-4d18-b5c5-c7402dc4cc71\", \"ac55d75b-9a0d-422b-90b6-ba7063ab80bf\"], \"total_duration\": 296.0, \"total_sessions\": 2, \"mean_week_duration\": 296.0}, \"78411\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-04-01 10:23:18.000000+00:00\", \"2021-01-23 02:22:19.000000+00:00\", \"2020-01-07 00:56:19.000000+00:00\", \"2019-06-29 11:59:00.000000+00:00\", \"2019-07-15 19:59:31.000000+00:00\"], \"session_ids\": [\"80780880-e38c-4e63-b481-a48d7557281c\", \"332015ce-ba55-4d11-9305-234f025f45b1\", \"f1586026-6e0d-43ce-b20e-cead35ccb69c\", \"30d5420a-e11a-430e-a2f0-7e3de1d791e6\", \"472e154e-6124-40cc-8609-6fed5d7800a0\"], \"total_duration\": 2944.0, \"total_sessions\": 5, \"mean_week_duration\": 20.444}, \"2029\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-01-04 18:54:43.000000+00:00\", \"2019-03-06 05:39:29.000000+00:00\"], \"session_ids\": [\"567b7436-1035-428f-a67a-ff372e828148\", \"37123d86-93de-470c-8cdc-62809105d6e9\"], \"total_duration\": 390.0, \"total_sessions\": 2, \"mean_week_duration\": 8.864}, \"56698\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-07-30 03:29:36.000000+00:00\", \"2020-06-11 14:59:33.000000+00:00\", \"2020-12-24 07:02:58.000000+00:00\", \"2022-02-11 12:49:24.000000+00:00\", \"2021-07-15 21:13:57.000000+00:00\", \"2021-01-29 02:28:04.000000+00:00\", \"2019-08-14 21:27:14.000000+00:00\", \"2022-06-11 12:36:45.000000+00:00\", \"2023-03-08 10:10:17.000000+00:00\", \"2023-05-24 20:15:57.000000+00:00\"], \"session_ids\": [\"f286bd12-fe46-4205-a5e2-5d58299198d2\", \"fbbe87fb-3022-4489-a7f8-4ff5f372f87c\", \"4de58322-e307-4d85-ac60-132d05cf2877\", \"7bd38261-d829-46fb-a998-34d8c67b0b5b\", \"f3459e7e-3e4f-4afc-8568-0ca583f36e46\", \"c48061db-b3f7-4f8d-9d41-6349d1016091\", \"585036bd-3a04-4fc0-9cff-afb4885d7bd1\", \"d8b4e0dc-a9d2-442c-8782-092ebc32b8a2\", \"6272bdf3-d251-469e-b2b9-e0c8981a1f56\", \"5d140d5d-62a9-4e52-acf9-827fe44db829\"], \"total_duration\": 37588.0, \"total_sessions\": 10, \"mean_week_duration\": 190.802}, \"65236\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-08-25 18:16:15.000000+00:00\", \"2021-08-07 12:30:18.000000+00:00\", \"2023-06-26 10:05:20.000000+00:00\", \"2023-01-06 05:24:31.000000+00:00\"], \"session_ids\": [\"a0ac4fd7-8d2c-4512-97c9-97c00dfe3deb\", \"849cbb1f-67ba-4f9b-8a9b-e598b6e74ba7\", \"b7d96be1-2b9b-4f79-bbc7-f19c9b7946a4\", \"dcc220f5-4b9c-4364-ab99-f78d210f95b5\"], \"total_duration\": 445.0, \"total_sessions\": 4, \"mean_week_duration\": 2.225}, \"41612\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-02-23 22:59:44.000000+00:00\", \"2020-08-11 00:24:53.000000+00:00\"], \"session_ids\": [\"902297af-d908-489c-bf47-68f6773132cd\", \"448fc89b-3fce-45a4-84e4-472cdf5cc60e\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 1.28}, \"92749\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-05 20:41:57.000000+00:00\", \"2021-05-14 06:49:18.000000+00:00\"], \"session_ids\": [\"16374f1b-bcb4-4f90-b004-e9044be38efb\", \"79aa5c1a-9e3a-4c1a-a01e-63df1d3e8bbe\"], \"total_duration\": 232.0, \"total_sessions\": 2, \"mean_week_duration\": 10.087}}\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[{\"56698\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-07-30 03:29:36.000000+00:00\", \"2020-06-11 14:59:33.000000+00:00\", \"2020-12-24 07:02:58.000000+00:00\", \"2022-02-11 12:49:24.000000+00:00\", \"2021-07-15 21:13:57.000000+00:00\", \"2021-01-29 02:28:04.000000+00:00\", \"2019-08-14 21:27:14.000000+00:00\", \"2022-06-11 12:36:45.000000+00:00\", \"2023-03-08 10:10:17.000000+00:00\", \"2023-05-24 20:15:57.000000+00:00\"], \"session_ids\": [\"f286bd12-fe46-4205-a5e2-5d58299198d2\", \"fbbe87fb-3022-4489-a7f8-4ff5f372f87c\", \"4de58322-e307-4d85-ac60-132d05cf2877\", \"7bd38261-d829-46fb-a998-34d8c67b0b5b\", \"f3459e7e-3e4f-4afc-8568-0ca583f36e46\", \"c48061db-b3f7-4f8d-9d41-6349d1016091\", \"585036bd-3a04-4fc0-9cff-afb4885d7bd1\", \"d8b4e0dc-a9d2-442c-8782-092ebc32b8a2\", \"6272bdf3-d251-469e-b2b9-e0c8981a1f56\", \"5d140d5d-62a9-4e52-acf9-827fe44db829\"], \"total_duration\": 37588.0, \"total_sessions\": 10, \"mean_week_duration\": 190.802}}, {\"38575\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-08-30 12:06:51.000000+00:00\", \"2020-05-01 05:22:49.000000+00:00\", \"2023-02-06 16:12:51.000000+00:00\", \"2020-02-06 23:18:29.000000+00:00\", \"2019-04-26 09:58:17.000000+00:00\", \"2020-01-06 00:48:50.000000+00:00\", \"2021-10-25 21:56:06.000000+00:00\", \"2019-03-11 04:51:15.000000+00:00\", \"2022-04-26 14:51:02.000000+00:00\"], \"session_ids\": [\"c99379db-120b-4adf-af3f-cd7edfe05ac2\", \"2e4160fe-6fa4-40bf-8c37-2f375899c029\", \"183154f1-346f-440b-acea-cc0d9fdb742e\", \"dbad2d71-30c4-4d9d-80f7-e1352ca581ba\", \"65de9c28-50b9-4aae-b1e7-ca7c60928e62\", \"df6b9ad7-3573-4d6f-a04e-0d6f4c8f13ad\", \"71ece725-4bbb-4a60-9fd0-cb81c12307cd\", \"c0f1bf1e-cfd7-46ea-bb7c-56c4b5274893\", \"5ec92152-d9fa-4a3a-aa7a-09dfcab655ae\"], \"total_duration\": 13182.0, \"total_sessions\": 9, \"mean_week_duration\": 64.618}}, {\"62126\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-04-21 13:35:38.000000+00:00\", \"2022-07-24 15:27:08.000000+00:00\", \"2022-01-21 03:40:11.000000+00:00\", \"2022-06-17 23:47:45.000000+00:00\", \"2019-09-28 07:17:22.000000+00:00\", \"2019-04-15 05:59:22.000000+00:00\", \"2022-07-12 10:52:02.000000+00:00\", \"2023-04-16 21:06:31.000000+00:00\", \"2020-06-02 07:35:10.000000+00:00\"], \"session_ids\": [\"fe72024f-5b0b-4d14-804a-cf537d01a1c8\", \"34e0bd97-b4aa-459d-9ebb-8db98032376b\", \"ed3d0c62-7e35-4eb2-8826-85ea072bd385\", \"5bc42b6f-dcb3-4f2d-a69a-960e8b24380a\", \"88477d72-8fd8-4b35-8913-fc53cae2a462\", \"92ba90b6-54c8-472d-a61a-5dc6b7a467d6\", \"6b24174f-d3f6-4c0c-a2ac-fbbad5779bb9\", \"b718f799-8573-4ca0-959a-4f21bd685966\", \"0e27d400-9f44-4aa1-9ceb-dfad07f49359\"], \"total_duration\": 15271.0, \"total_sessions\": 9, \"mean_week_duration\": 73.067}}, {\"78411\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-04-01 10:23:18.000000+00:00\", \"2021-01-23 02:22:19.000000+00:00\", \"2020-01-07 00:56:19.000000+00:00\", \"2019-06-29 11:59:00.000000+00:00\", \"2019-07-15 19:59:31.000000+00:00\"], \"session_ids\": [\"80780880-e38c-4e63-b481-a48d7557281c\", \"332015ce-ba55-4d11-9305-234f025f45b1\", \"f1586026-6e0d-43ce-b20e-cead35ccb69c\", \"30d5420a-e11a-430e-a2f0-7e3de1d791e6\", \"472e154e-6124-40cc-8609-6fed5d7800a0\"], \"total_duration\": 2944.0, \"total_sessions\": 5, \"mean_week_duration\": 20.444}}, {\"65236\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-08-25 18:16:15.000000+00:00\", \"2021-08-07 12:30:18.000000+00:00\", \"2023-06-26 10:05:20.000000+00:00\", \"2023-01-06 05:24:31.000000+00:00\"], \"session_ids\": [\"a0ac4fd7-8d2c-4512-97c9-97c00dfe3deb\", \"849cbb1f-67ba-4f9b-8a9b-e598b6e74ba7\", \"b7d96be1-2b9b-4f79-bbc7-f19c9b7946a4\", \"dcc220f5-4b9c-4364-ab99-f78d210f95b5\"], \"total_duration\": 445.0, \"total_sessions\": 4, \"mean_week_duration\": 2.225}}, {\"19075\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-06-10 09:56:03.000000+00:00\", \"2020-06-04 19:10:42.000000+00:00\"], \"session_ids\": [\"c10aecd6-ff7d-4d18-b5c5-c7402dc4cc71\", \"ac55d75b-9a0d-422b-90b6-ba7063ab80bf\"], \"total_duration\": 296.0, \"total_sessions\": 2, \"mean_week_duration\": 296.0}}, {\"2029\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-01-04 18:54:43.000000+00:00\", \"2019-03-06 05:39:29.000000+00:00\"], \"session_ids\": [\"567b7436-1035-428f-a67a-ff372e828148\", \"37123d86-93de-470c-8cdc-62809105d6e9\"], \"total_duration\": 390.0, \"total_sessions\": 2, \"mean_week_duration\": 8.864}}, {\"41612\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-02-23 22:59:44.000000+00:00\", \"2020-08-11 00:24:53.000000+00:00\"], \"session_ids\": [\"902297af-d908-489c-bf47-68f6773132cd\", \"448fc89b-3fce-45a4-84e4-472cdf5cc60e\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 1.28}}, {\"92749\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-05 20:41:57.000000+00:00\", \"2021-05-14 06:49:18.000000+00:00\"], \"session_ids\": [\"16374f1b-bcb4-4f90-b004-e9044be38efb\", \"79aa5c1a-9e3a-4c1a-a01e-63df1d3e8bbe\"], \"total_duration\": 232.0, \"total_sessions\": 2, \"mean_week_duration\": 10.087}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 1 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"56698\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-07-30 03:29:36.000000+00:00\", \"2020-06-11 14:59:33.000000+00:00\", \"2020-12-24 07:02:58.000000+00:00\", \"2022-02-11 12:49:24.000000+00:00\", \"2021-07-15 21:13:57.000000+00:00\", \"2021-01-29 02:28:04.000000+00:00\", \"2019-08-14 21:27:14.000000+00:00\", \"2022-06-11 12:36:45.000000+00:00\", \"2023-03-08 10:10:17.000000+00:00\", \"2023-05-24 20:15:57.000000+00:00\"], \"session_ids\": [\"f286bd12-fe46-4205-a5e2-5d58299198d2\", \"fbbe87fb-3022-4489-a7f8-4ff5f372f87c\", \"4de58322-e307-4d85-ac60-132d05cf2877\", \"7bd38261-d829-46fb-a998-34d8c67b0b5b\", \"f3459e7e-3e4f-4afc-8568-0ca583f36e46\", \"c48061db-b3f7-4f8d-9d41-6349d1016091\", \"585036bd-3a04-4fc0-9cff-afb4885d7bd1\", \"d8b4e0dc-a9d2-442c-8782-092ebc32b8a2\", \"6272bdf3-d251-469e-b2b9-e0c8981a1f56\", \"5d140d5d-62a9-4e52-acf9-827fe44db829\"], \"total_duration\": 37588.0, \"total_sessions\": 10, \"mean_week_duration\": 190.802}}]\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[{\"56698\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-07-30 03:29:36.000000+00:00\", \"2020-06-11 14:59:33.000000+00:00\", \"2020-12-24 07:02:58.000000+00:00\", \"2022-02-11 12:49:24.000000+00:00\", \"2021-07-15 21:13:57.000000+00:00\", \"2021-01-29 02:28:04.000000+00:00\", \"2019-08-14 21:27:14.000000+00:00\", \"2022-06-11 12:36:45.000000+00:00\", \"2023-03-08 10:10:17.000000+00:00\", \"2023-05-24 20:15:57.000000+00:00\"], \"session_ids\": [\"f286bd12-fe46-4205-a5e2-5d58299198d2\", \"fbbe87fb-3022-4489-a7f8-4ff5f372f87c\", \"4de58322-e307-4d85-ac60-132d05cf2877\", \"7bd38261-d829-46fb-a998-34d8c67b0b5b\", \"f3459e7e-3e4f-4afc-8568-0ca583f36e46\", \"c48061db-b3f7-4f8d-9d41-6349d1016091\", \"585036bd-3a04-4fc0-9cff-afb4885d7bd1\", \"d8b4e0dc-a9d2-442c-8782-092ebc32b8a2\", \"6272bdf3-d251-469e-b2b9-e0c8981a1f56\", \"5d140d5d-62a9-4e52-acf9-827fe44db829\"], \"total_duration\": 37588.0, \"total_sessions\": 10, \"mean_week_duration\": 190.802}}]\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 4 users whose app usage time per week is smaller than 29 (not including) and bigger than 2 (not including) also implement sorting by duration summation of sessions per week 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{\"64503\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-02-03 21:06:07.000000+00:00\", \"2022-12-17 15:29:47.000000+00:00\", \"2019-10-18 01:45:19.000000+00:00\", \"2019-09-22 06:25:23.000000+00:00\", \"2020-10-26 14:32:07.000000+00:00\"], \"session_ids\": [\"f156956b-75a2-4f73-b6f6-d2490a3816d9\", \"c4a37de6-4703-4e63-8a45-a52acec581e1\", \"89e47abd-f929-4964-bced-271621ccf822\", \"30c6fad3-017f-4320-92a5-35545b7ba1a1\", \"60646cdc-f1a0-4436-bd61-c79f75d3d0e7\"], \"total_duration\": 186.0, \"total_sessions\": 5, \"mean_week_duration\": 0.921}, \"18115\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-03-27 03:40:09.000000+00:00\", \"2021-07-24 13:53:20.000000+00:00\"], \"session_ids\": [\"7bc4e6fa-476c-4a63-afb1-2d1002f805a1\", \"bd71ccea-465f-469e-8638-27c718927582\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 4.353}, \"74116\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-26 10:12:41.000000+00:00\", \"2020-07-07 02:41:47.000000+00:00\"], \"session_ids\": [\"b960cfda-37b9-4293-ba6d-179b702d0c76\", \"2dc93be7-5a70-4c45-88b7-845f68d6b483\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 1.625}, \"67598\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-05-23 14:24:10.000000+00:00\", \"2020-08-20 02:25:25.000000+00:00\"], \"session_ids\": [\"478fec4d-e155-4f30-b6a0-856543e0fbdc\", \"01cf6fc9-b6b8-427a-bc18-d6523c1f380d\"], \"total_duration\": 348.0, \"total_sessions\": 2, \"mean_week_duration\": 8.7}, \"29264\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-26 02:54:40.000000+00:00\", \"2020-05-11 02:34:22.000000+00:00\"], \"session_ids\": [\"12904fdf-40c9-4a38-ac53-b7ed4fd4ebbe\", \"37cc366b-c9d6-40d9-901b-d81a32663edc\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.714}, \"26259\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-04-29 13:13:54.000000+00:00\", \"2020-04-01 19:21:37.000000+00:00\"], \"session_ids\": [\"9cba7a1c-edc1-49e1-a554-6cbf74fd20b9\", \"9a675b9c-b3aa-4414-9d10-8fe7594206a9\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 13.75}, \"81552\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-01-01 04:38:28.000000+00:00\", \"2021-01-14 13:07:23.000000+00:00\"], \"session_ids\": [\"cddfe4ad-3127-4b61-95eb-9b8235ee3d72\", \"f92c86ca-5f07-42f1-8d1c-9d2526ae6970\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 53.5}, \"85816\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-04-07 10:11:37.000000+00:00\", \"2019-09-24 06:39:19.000000+00:00\"], \"session_ids\": [\"8fda5ca3-cfa0-4570-bab2-b931108c2f7e\", \"e7b911c9-9ddb-4945-ab7d-33dc2ecf5b9c\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.643}, \"63277\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-09-05 18:35:33.000000+00:00\", \"2022-09-10 20:35:43.000000+00:00\", \"2019-08-04 00:01:05.000000+00:00\", \"2022-04-20 21:47:18.000000+00:00\", \"2021-03-17 01:41:06.000000+00:00\", \"2021-06-19 12:02:21.000000+00:00\"], \"session_ids\": [\"e8008ad7-facc-4893-b9a7-6991f83a44ae\", \"f2602534-fe2a-439f-8d01-d53a395c817f\", \"43f0b4a1-ee0d-45d2-b621-0d55eedc8520\", \"3bd1bd35-cd14-4384-b172-242afc9fba6b\", \"f0031453-2975-499c-ab3a-7077087fc30f\", \"e717f9f8-a407-46d7-9c0b-3d4a4c43406e\"], \"total_duration\": 146.0, \"total_sessions\": 6, \"mean_week_duration\": 0.901}, \"71481\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-04-11 17:05:28.000000+00:00\", \"2020-06-29 06:14:35.000000+00:00\", \"2019-11-02 00:34:21.000000+00:00\"], \"session_ids\": [\"d0e9689b-7819-4d04-bfd0-7f33453d05ba\", \"f9cf4207-1959-4ff5-8c50-227a8c033f21\", \"9cb51350-0a05-4a56-9d57-3da86acaf314\"], \"total_duration\": 424.0, \"total_sessions\": 3, \"mean_week_duration\": 2.356}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are greater than 2 and are less than 29"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[2, 29]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"18115\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-03-27 03:40:09.000000+00:00\", \"2021-07-24 13:53:20.000000+00:00\"], \"session_ids\": [\"7bc4e6fa-476c-4a63-afb1-2d1002f805a1\", \"bd71ccea-465f-469e-8638-27c718927582\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 4.353}, \"67598\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-05-23 14:24:10.000000+00:00\", \"2020-08-20 02:25:25.000000+00:00\"], \"session_ids\": [\"478fec4d-e155-4f30-b6a0-856543e0fbdc\", \"01cf6fc9-b6b8-427a-bc18-d6523c1f380d\"], \"total_duration\": 348.0, \"total_sessions\": 2, \"mean_week_duration\": 8.7}, \"26259\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-04-29 13:13:54.000000+00:00\", \"2020-04-01 19:21:37.000000+00:00\"], \"session_ids\": [\"9cba7a1c-edc1-49e1-a554-6cbf74fd20b9\", \"9a675b9c-b3aa-4414-9d10-8fe7594206a9\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 13.75}, \"71481\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-04-11 17:05:28.000000+00:00\", \"2020-06-29 06:14:35.000000+00:00\", \"2019-11-02 00:34:21.000000+00:00\"], \"session_ids\": [\"d0e9689b-7819-4d04-bfd0-7f33453d05ba\", \"f9cf4207-1959-4ff5-8c50-227a8c033f21\", \"9cb51350-0a05-4a56-9d57-3da86acaf314\"], \"total_duration\": 424.0, \"total_sessions\": 3, \"mean_week_duration\": 2.356}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"71481\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-04-11 17:05:28.000000+00:00\", \"2020-06-29 06:14:35.000000+00:00\", \"2019-11-02 00:34:21.000000+00:00\"], \"session_ids\": [\"d0e9689b-7819-4d04-bfd0-7f33453d05ba\", \"f9cf4207-1959-4ff5-8c50-227a8c033f21\", \"9cb51350-0a05-4a56-9d57-3da86acaf314\"], \"total_duration\": 424.0, \"total_sessions\": 3, \"mean_week_duration\": 2.356}}, {\"18115\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-03-27 03:40:09.000000+00:00\", \"2021-07-24 13:53:20.000000+00:00\"], \"session_ids\": [\"7bc4e6fa-476c-4a63-afb1-2d1002f805a1\", \"bd71ccea-465f-469e-8638-27c718927582\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 4.353}}, {\"67598\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-05-23 14:24:10.000000+00:00\", \"2020-08-20 02:25:25.000000+00:00\"], \"session_ids\": [\"478fec4d-e155-4f30-b6a0-856543e0fbdc\", \"01cf6fc9-b6b8-427a-bc18-d6523c1f380d\"], \"total_duration\": 348.0, \"total_sessions\": 2, \"mean_week_duration\": 8.7}}, {\"26259\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-04-29 13:13:54.000000+00:00\", \"2020-04-01 19:21:37.000000+00:00\"], \"session_ids\": [\"9cba7a1c-edc1-49e1-a554-6cbf74fd20b9\", \"9a675b9c-b3aa-4414-9d10-8fe7594206a9\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 13.75}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 4 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"71481\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-04-11 17:05:28.000000+00:00\", \"2020-06-29 06:14:35.000000+00:00\", \"2019-11-02 00:34:21.000000+00:00\"], \"session_ids\": [\"d0e9689b-7819-4d04-bfd0-7f33453d05ba\", \"f9cf4207-1959-4ff5-8c50-227a8c033f21\", \"9cb51350-0a05-4a56-9d57-3da86acaf314\"], \"total_duration\": 424.0, \"total_sessions\": 3, \"mean_week_duration\": 2.356}}, {\"18115\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-03-27 03:40:09.000000+00:00\", \"2021-07-24 13:53:20.000000+00:00\"], \"session_ids\": [\"7bc4e6fa-476c-4a63-afb1-2d1002f805a1\", \"bd71ccea-465f-469e-8638-27c718927582\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 4.353}}, {\"67598\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-05-23 14:24:10.000000+00:00\", \"2020-08-20 02:25:25.000000+00:00\"], \"session_ids\": [\"478fec4d-e155-4f30-b6a0-856543e0fbdc\", \"01cf6fc9-b6b8-427a-bc18-d6523c1f380d\"], \"total_duration\": 348.0, \"total_sessions\": 2, \"mean_week_duration\": 8.7}}, {\"26259\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-04-29 13:13:54.000000+00:00\", \"2020-04-01 19:21:37.000000+00:00\"], \"session_ids\": [\"9cba7a1c-edc1-49e1-a554-6cbf74fd20b9\", \"9a675b9c-b3aa-4414-9d10-8fe7594206a9\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 13.75}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"71481\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-04-11 17:05:28.000000+00:00\", \"2020-06-29 06:14:35.000000+00:00\", \"2019-11-02 00:34:21.000000+00:00\"], \"session_ids\": [\"d0e9689b-7819-4d04-bfd0-7f33453d05ba\", \"f9cf4207-1959-4ff5-8c50-227a8c033f21\", \"9cb51350-0a05-4a56-9d57-3da86acaf314\"], \"total_duration\": 424.0, \"total_sessions\": 3, \"mean_week_duration\": 2.356}}, {\"18115\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-03-27 03:40:09.000000+00:00\", \"2021-07-24 13:53:20.000000+00:00\"], \"session_ids\": [\"7bc4e6fa-476c-4a63-afb1-2d1002f805a1\", \"bd71ccea-465f-469e-8638-27c718927582\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 4.353}}, {\"67598\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-05-23 14:24:10.000000+00:00\", \"2020-08-20 02:25:25.000000+00:00\"], \"session_ids\": [\"478fec4d-e155-4f30-b6a0-856543e0fbdc\", \"01cf6fc9-b6b8-427a-bc18-d6523c1f380d\"], \"total_duration\": 348.0, \"total_sessions\": 2, \"mean_week_duration\": 8.7}}, {\"26259\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-04-29 13:13:54.000000+00:00\", \"2020-04-01 19:21:37.000000+00:00\"], \"session_ids\": [\"9cba7a1c-edc1-49e1-a554-6cbf74fd20b9\", \"9a675b9c-b3aa-4414-9d10-8fe7594206a9\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 13.75}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about 3 users with a median of duration of sessions per week that is above 0 and below 45, exclusive 45 and in addition do sorting by mean week duration from the smallest value to the largest value additionaly save only 2 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"55208\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-05-20 13:06:06.000000+00:00\", \"2021-06-18 12:56:31.000000+00:00\"], \"session_ids\": [\"30a48207-d592-47e3-85e3-12d5b682f45b\", \"7cfb5cff-fff2-450f-87bd-8b4f4183d9fd\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 1.297}, \"31433\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-04-12 08:52:16.000000+00:00\", \"2019-10-11 10:41:23.000000+00:00\"], \"session_ids\": [\"a4507146-a9b0-48f7-b688-450857309dcf\", \"6f925bdf-86a3-4059-a221-00fd7b4b8bd8\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.282}, \"83854\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-28 05:05:46.000000+00:00\", \"2022-05-21 21:59:49.000000+00:00\", \"2019-04-13 16:45:25.000000+00:00\"], \"session_ids\": [\"8630b689-67cb-43ec-8c46-be8bc489edaa\", \"53470f68-2d68-4167-93e2-5daec37911f6\", \"b67654b5-3e27-4086-a9f6-9c10be950d60\"], \"total_duration\": 190.0, \"total_sessions\": 3, \"mean_week_duration\": 0.864}, \"43108\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-02-09 19:05:31.000000+00:00\", \"2022-03-29 16:18:30.000000+00:00\", \"2021-09-16 13:21:22.000000+00:00\", \"2022-03-23 19:45:42.000000+00:00\", \"2019-01-22 02:33:06.000000+00:00\", \"2022-04-23 03:34:30.000000+00:00\"], \"session_ids\": [\"57f1c766-46d4-41a6-b530-869a33f650fe\", \"fa2420e1-54d5-4ead-91b6-bfe2777a71eb\", \"ca8e9c48-ea7d-46e9-b4de-5649e78b535d\", \"f154dad1-9fae-4f30-bba1-808cc0b56c9b\", \"a8043f41-1b6f-44ed-8f72-7d3b2d5213e5\", \"084c296e-3345-414a-a401-8473d076040d\"], \"total_duration\": 419.0, \"total_sessions\": 6, \"mean_week_duration\": 2.465}, \"86640\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-12-10 21:01:00.000000+00:00\", \"2022-02-28 17:31:56.000000+00:00\"], \"session_ids\": [\"f6079fe5-0ecd-498b-a11e-13d2d86b7e7e\", \"8a6eda66-0c97-4977-a1a2-bf6e4dc21dda\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 11.25}, \"41534\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-05-11 13:11:01.000000+00:00\", \"2020-04-20 19:17:17.000000+00:00\", \"2022-08-10 08:12:20.000000+00:00\", \"2020-05-30 17:25:51.000000+00:00\", \"2022-05-26 06:54:31.000000+00:00\", \"2021-08-02 05:30:14.000000+00:00\", \"2022-11-19 02:22:07.000000+00:00\", \"2020-07-10 01:33:51.000000+00:00\"], \"session_ids\": [\"e37ee41f-9a76-4915-83d1-798770256ea7\", \"824946c8-861a-44f4-a391-e86994f5f48b\", \"2ad7a508-d114-4d1e-8d07-06618aa106bd\", \"7ac71c98-eef9-4dba-ac8e-bb3477d42588\", \"e6762b68-7d94-4057-b964-81cadbe84e44\", \"ecf69e65-6dec-4ee0-9421-746b5b66894b\", \"b5ce50e1-b216-4bc9-96a3-83ecc4715628\", \"76f51d24-5524-491d-9e33-591748eb836b\"], \"total_duration\": 7665.0, \"total_sessions\": 8, \"mean_week_duration\": 47.906}, \"47188\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-06-28 06:15:32.000000+00:00\", \"2019-10-31 11:59:30.000000+00:00\", \"2021-07-18 02:01:10.000000+00:00\"], \"session_ids\": [\"ce896bbb-dbe7-4ede-b070-3107c06faca0\", \"2e08b50d-100c-432c-832d-b8b74c8188fc\", \"69190810-da9f-4c28-a019-5771183e84cb\"], \"total_duration\": 396.0, \"total_sessions\": 3, \"mean_week_duration\": 2.849}, \"8009\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-06-14 15:20:07.000000+00:00\", \"2022-09-19 10:14:35.000000+00:00\"], \"session_ids\": [\"8628e407-bcb7-451b-b0ef-0f79d34e2e22\", \"546ed8de-5008-42e6-9243-7ea0750cdcf1\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 0.626}, \"11588\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-12-01 13:06:14.000000+00:00\", \"2019-03-01 23:28:18.000000+00:00\"], \"session_ids\": [\"2383d1ba-74d3-4cf9-85f8-00907de7f5db\", \"64f335e5-f85e-4aa8-85b9-a07dec5b0366\"], \"total_duration\": 248.0, \"total_sessions\": 2, \"mean_week_duration\": 2.696}, \"26939\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-05-19 04:15:09.000000+00:00\", \"2019-08-28 08:16:24.000000+00:00\", \"2019-02-06 04:15:35.000000+00:00\", \"2019-11-09 18:35:26.000000+00:00\", \"2021-04-16 13:50:04.000000+00:00\", \"2020-03-01 15:59:32.000000+00:00\", \"2020-10-18 11:04:33.000000+00:00\"], \"session_ids\": [\"139902a8-ac93-4ebe-8b3f-e44fe99c6680\", \"55e36257-4f78-4109-8634-f1416586d593\", \"22654d03-35ef-4482-9e8e-642d343488fc\", \"29c7d20a-5279-4837-a910-69f2ef742d88\", \"5b7c8b1b-f6a9-489c-a244-c059aa0dae32\", \"f054f710-ba34-4348-a835-10ac0df930b3\", \"b37ffc78-b072-46dc-9318-29de8feecd9f\"], \"total_duration\": 151.0, \"total_sessions\": 7, \"mean_week_duration\": 0.674}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or greater than 0 and are less than 45"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[0, 45]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"55208\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-05-20 13:06:06.000000+00:00\", \"2021-06-18 12:56:31.000000+00:00\"], \"session_ids\": [\"30a48207-d592-47e3-85e3-12d5b682f45b\", \"7cfb5cff-fff2-450f-87bd-8b4f4183d9fd\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 1.297}, \"31433\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-04-12 08:52:16.000000+00:00\", \"2019-10-11 10:41:23.000000+00:00\"], \"session_ids\": [\"a4507146-a9b0-48f7-b688-450857309dcf\", \"6f925bdf-86a3-4059-a221-00fd7b4b8bd8\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.282}, \"83854\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-28 05:05:46.000000+00:00\", \"2022-05-21 21:59:49.000000+00:00\", \"2019-04-13 16:45:25.000000+00:00\"], \"session_ids\": [\"8630b689-67cb-43ec-8c46-be8bc489edaa\", \"53470f68-2d68-4167-93e2-5daec37911f6\", \"b67654b5-3e27-4086-a9f6-9c10be950d60\"], \"total_duration\": 190.0, \"total_sessions\": 3, \"mean_week_duration\": 0.864}, \"43108\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-02-09 19:05:31.000000+00:00\", \"2022-03-29 16:18:30.000000+00:00\", \"2021-09-16 13:21:22.000000+00:00\", \"2022-03-23 19:45:42.000000+00:00\", \"2019-01-22 02:33:06.000000+00:00\", \"2022-04-23 03:34:30.000000+00:00\"], \"session_ids\": [\"57f1c766-46d4-41a6-b530-869a33f650fe\", \"fa2420e1-54d5-4ead-91b6-bfe2777a71eb\", \"ca8e9c48-ea7d-46e9-b4de-5649e78b535d\", \"f154dad1-9fae-4f30-bba1-808cc0b56c9b\", \"a8043f41-1b6f-44ed-8f72-7d3b2d5213e5\", \"084c296e-3345-414a-a401-8473d076040d\"], \"total_duration\": 419.0, \"total_sessions\": 6, \"mean_week_duration\": 2.465}, \"86640\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-12-10 21:01:00.000000+00:00\", \"2022-02-28 17:31:56.000000+00:00\"], \"session_ids\": [\"f6079fe5-0ecd-498b-a11e-13d2d86b7e7e\", \"8a6eda66-0c97-4977-a1a2-bf6e4dc21dda\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 11.25}, \"47188\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-06-28 06:15:32.000000+00:00\", \"2019-10-31 11:59:30.000000+00:00\", \"2021-07-18 02:01:10.000000+00:00\"], \"session_ids\": [\"ce896bbb-dbe7-4ede-b070-3107c06faca0\", \"2e08b50d-100c-432c-832d-b8b74c8188fc\", \"69190810-da9f-4c28-a019-5771183e84cb\"], \"total_duration\": 396.0, \"total_sessions\": 3, \"mean_week_duration\": 2.849}, \"8009\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-06-14 15:20:07.000000+00:00\", \"2022-09-19 10:14:35.000000+00:00\"], \"session_ids\": [\"8628e407-bcb7-451b-b0ef-0f79d34e2e22\", \"546ed8de-5008-42e6-9243-7ea0750cdcf1\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 0.626}, \"11588\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-12-01 13:06:14.000000+00:00\", \"2019-03-01 23:28:18.000000+00:00\"], \"session_ids\": [\"2383d1ba-74d3-4cf9-85f8-00907de7f5db\", \"64f335e5-f85e-4aa8-85b9-a07dec5b0366\"], \"total_duration\": 248.0, \"total_sessions\": 2, \"mean_week_duration\": 2.696}, \"26939\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-05-19 04:15:09.000000+00:00\", \"2019-08-28 08:16:24.000000+00:00\", \"2019-02-06 04:15:35.000000+00:00\", \"2019-11-09 18:35:26.000000+00:00\", \"2021-04-16 13:50:04.000000+00:00\", \"2020-03-01 15:59:32.000000+00:00\", \"2020-10-18 11:04:33.000000+00:00\"], \"session_ids\": [\"139902a8-ac93-4ebe-8b3f-e44fe99c6680\", \"55e36257-4f78-4109-8634-f1416586d593\", \"22654d03-35ef-4482-9e8e-642d343488fc\", \"29c7d20a-5279-4837-a910-69f2ef742d88\", \"5b7c8b1b-f6a9-489c-a244-c059aa0dae32\", \"f054f710-ba34-4348-a835-10ac0df930b3\", \"b37ffc78-b072-46dc-9318-29de8feecd9f\"], \"total_duration\": 151.0, \"total_sessions\": 7, \"mean_week_duration\": 0.674}}\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[{\"31433\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-04-12 08:52:16.000000+00:00\", \"2019-10-11 10:41:23.000000+00:00\"], \"session_ids\": [\"a4507146-a9b0-48f7-b688-450857309dcf\", \"6f925bdf-86a3-4059-a221-00fd7b4b8bd8\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.282}}, {\"8009\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-06-14 15:20:07.000000+00:00\", \"2022-09-19 10:14:35.000000+00:00\"], \"session_ids\": [\"8628e407-bcb7-451b-b0ef-0f79d34e2e22\", \"546ed8de-5008-42e6-9243-7ea0750cdcf1\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 0.626}}, {\"26939\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-05-19 04:15:09.000000+00:00\", \"2019-08-28 08:16:24.000000+00:00\", \"2019-02-06 04:15:35.000000+00:00\", \"2019-11-09 18:35:26.000000+00:00\", \"2021-04-16 13:50:04.000000+00:00\", \"2020-03-01 15:59:32.000000+00:00\", \"2020-10-18 11:04:33.000000+00:00\"], \"session_ids\": [\"139902a8-ac93-4ebe-8b3f-e44fe99c6680\", \"55e36257-4f78-4109-8634-f1416586d593\", \"22654d03-35ef-4482-9e8e-642d343488fc\", \"29c7d20a-5279-4837-a910-69f2ef742d88\", \"5b7c8b1b-f6a9-489c-a244-c059aa0dae32\", \"f054f710-ba34-4348-a835-10ac0df930b3\", \"b37ffc78-b072-46dc-9318-29de8feecd9f\"], \"total_duration\": 151.0, \"total_sessions\": 7, \"mean_week_duration\": 0.674}}, {\"83854\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-28 05:05:46.000000+00:00\", \"2022-05-21 21:59:49.000000+00:00\", \"2019-04-13 16:45:25.000000+00:00\"], \"session_ids\": [\"8630b689-67cb-43ec-8c46-be8bc489edaa\", \"53470f68-2d68-4167-93e2-5daec37911f6\", \"b67654b5-3e27-4086-a9f6-9c10be950d60\"], \"total_duration\": 190.0, \"total_sessions\": 3, \"mean_week_duration\": 0.864}}, {\"55208\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-05-20 13:06:06.000000+00:00\", \"2021-06-18 12:56:31.000000+00:00\"], \"session_ids\": [\"30a48207-d592-47e3-85e3-12d5b682f45b\", \"7cfb5cff-fff2-450f-87bd-8b4f4183d9fd\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 1.297}}, {\"43108\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-02-09 19:05:31.000000+00:00\", \"2022-03-29 16:18:30.000000+00:00\", \"2021-09-16 13:21:22.000000+00:00\", \"2022-03-23 19:45:42.000000+00:00\", \"2019-01-22 02:33:06.000000+00:00\", \"2022-04-23 03:34:30.000000+00:00\"], \"session_ids\": [\"57f1c766-46d4-41a6-b530-869a33f650fe\", \"fa2420e1-54d5-4ead-91b6-bfe2777a71eb\", \"ca8e9c48-ea7d-46e9-b4de-5649e78b535d\", \"f154dad1-9fae-4f30-bba1-808cc0b56c9b\", \"a8043f41-1b6f-44ed-8f72-7d3b2d5213e5\", \"084c296e-3345-414a-a401-8473d076040d\"], \"total_duration\": 419.0, \"total_sessions\": 6, \"mean_week_duration\": 2.465}}, {\"11588\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-12-01 13:06:14.000000+00:00\", \"2019-03-01 23:28:18.000000+00:00\"], \"session_ids\": [\"2383d1ba-74d3-4cf9-85f8-00907de7f5db\", \"64f335e5-f85e-4aa8-85b9-a07dec5b0366\"], \"total_duration\": 248.0, \"total_sessions\": 2, \"mean_week_duration\": 2.696}}, {\"47188\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-06-28 06:15:32.000000+00:00\", \"2019-10-31 11:59:30.000000+00:00\", \"2021-07-18 02:01:10.000000+00:00\"], \"session_ids\": [\"ce896bbb-dbe7-4ede-b070-3107c06faca0\", \"2e08b50d-100c-432c-832d-b8b74c8188fc\", \"69190810-da9f-4c28-a019-5771183e84cb\"], \"total_duration\": 396.0, \"total_sessions\": 3, \"mean_week_duration\": 2.849}}, {\"86640\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-12-10 21:01:00.000000+00:00\", \"2022-02-28 17:31:56.000000+00:00\"], \"session_ids\": [\"f6079fe5-0ecd-498b-a11e-13d2d86b7e7e\", \"8a6eda66-0c97-4977-a1a2-bf6e4dc21dda\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 11.25}}]\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[{\"31433\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-04-12 08:52:16.000000+00:00\", \"2019-10-11 10:41:23.000000+00:00\"], \"session_ids\": [\"a4507146-a9b0-48f7-b688-450857309dcf\", \"6f925bdf-86a3-4059-a221-00fd7b4b8bd8\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.282}}, {\"8009\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-06-14 15:20:07.000000+00:00\", \"2022-09-19 10:14:35.000000+00:00\"], \"session_ids\": [\"8628e407-bcb7-451b-b0ef-0f79d34e2e22\", \"546ed8de-5008-42e6-9243-7ea0750cdcf1\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 0.626}}]\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[{\"31433\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-04-12 08:52:16.000000+00:00\", \"2019-10-11 10:41:23.000000+00:00\"], \"session_ids\": [\"a4507146-a9b0-48f7-b688-450857309dcf\", \"6f925bdf-86a3-4059-a221-00fd7b4b8bd8\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.282}}, {\"8009\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-06-14 15:20:07.000000+00:00\", \"2022-09-19 10:14:35.000000+00:00\"], \"session_ids\": [\"8628e407-bcb7-451b-b0ef-0f79d34e2e22\", \"546ed8de-5008-42e6-9243-7ea0750cdcf1\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 0.626}}]\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 user information who is residing in city Rio de Janeiro also carry out sorting by overall sessions count in descending also provide me only with 2 pieces of data."
}
] |
[
{
"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{\"38465\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-01 21:44:53.000000+00:00\", \"2023-05-31 11:54:29.000000+00:00\", \"2023-04-10 13:25:02.000000+00:00\", \"2020-06-03 14:41:18.000000+00:00\"], \"session_ids\": [\"586e8cce-e454-4b80-9549-7bcc8b0ceb2f\", \"7e93bf0b-160f-40f6-8674-4fe6aae41ea4\", \"6ed199b0-3809-4f22-812c-e9965b0ef6d1\", \"4377de42-9d4d-4022-91b8-9cf037035e5b\"], \"total_duration\": 187.0, \"total_sessions\": 4, \"mean_week_duration\": 0.912}, \"74812\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-10-05 22:23:06.000000+00:00\", \"2023-04-17 22:55:50.000000+00:00\", \"2022-08-26 20:13:21.000000+00:00\", \"2020-08-13 09:39:09.000000+00:00\"], \"session_ids\": [\"0558dcaf-32fc-4fb8-b950-f72e612ef089\", \"e7ae7312-c72d-4a61-ad1b-97456421781e\", \"0f340f66-cc09-4e99-ba7f-cb0eb77603cc\", \"8b6df860-591e-4de8-9da7-e09daccd058f\"], \"total_duration\": 31.0, \"total_sessions\": 4, \"mean_week_duration\": 0.168}, \"36004\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-05-16 07:08:36.000000+00:00\", \"2021-01-05 04:17:31.000000+00:00\"], \"session_ids\": [\"60a30447-78b1-4ac8-8ff1-1a21ea762ac1\", \"90ae3abb-2c73-4e0a-8e1f-2caa8b110110\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.268}, \"60829\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-08-01 18:59:38.000000+00:00\", \"2020-02-17 20:36:14.000000+00:00\", \"2020-11-26 08:45:57.000000+00:00\", \"2021-05-12 22:47:28.000000+00:00\"], \"session_ids\": [\"81856eb8-942a-46b8-8c16-9e79644efdf2\", \"bb9e64b4-d70f-4725-bb94-652b93fc9f02\", \"4ad77485-5095-46ab-aab5-ecd1775aba45\", \"8e7e5ee2-1cf1-421d-b1c2-0184d695ab74\"], \"total_duration\": 760.0, \"total_sessions\": 4, \"mean_week_duration\": 10.0}, \"16466\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-12 10:32:41.000000+00:00\", \"2020-11-25 07:26:55.000000+00:00\", \"2020-03-28 16:32:38.000000+00:00\", \"2019-11-12 14:11:09.000000+00:00\", \"2022-02-25 19:11:38.000000+00:00\", \"2020-07-14 13:45:18.000000+00:00\", \"2019-03-01 14:20:52.000000+00:00\"], \"session_ids\": [\"be4d7ab9-83d3-4137-8732-075a1a9e357f\", \"bccaf2a0-7572-4f9a-bfac-d041a00e72f5\", \"51a9a02f-de4b-4082-ab69-e53a8e819da7\", \"6a79e468-2d2f-43f0-8a98-b30eab29cf2d\", \"c96cc67a-591a-4681-a451-7e7c7ef4129b\", \"b1b46245-f296-4e0c-b0eb-1880c7105120\", \"cb90b42a-2b7f-460f-872f-e251ebe6d197\"], \"total_duration\": 2903.0, \"total_sessions\": 7, \"mean_week_duration\": 18.609}, \"29381\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-11-26 05:05:33.000000+00:00\", \"2019-04-12 08:22:22.000000+00:00\"], \"session_ids\": [\"20906b79-d173-417f-8b79-c85d50d221b5\", \"a2d2afe6-a09f-47cf-8f4e-831685351b6e\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 1.612}, \"52716\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-03-11 17:43:34.000000+00:00\", \"2019-11-28 01:13:01.000000+00:00\", \"2020-01-04 19:08:58.000000+00:00\"], \"session_ids\": [\"89e31e0f-66e1-4fa1-a498-53cbc4d859c0\", \"7e095447-5bf0-4d8b-8160-bd0686e58c49\", \"b9c5185a-6484-441e-8942-369c2aa7f59a\"], \"total_duration\": 78.0, \"total_sessions\": 3, \"mean_week_duration\": 0.65}, \"61262\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-04-23 22:42:26.000000+00:00\", \"2023-06-20 14:51:17.000000+00:00\", \"2019-03-09 22:28:09.000000+00:00\", \"2021-08-26 16:40:46.000000+00:00\", \"2021-10-23 10:34:53.000000+00:00\"], \"session_ids\": [\"fc41e772-0bac-40dc-8ac2-63f779a559ca\", \"03a1c579-67b8-4694-af48-cef0bca87a2a\", \"38536de7-02fb-4600-8a12-d6ce970451e2\", \"1e9c5e6e-9826-413e-8253-97b95644fe98\", \"6f3a4b7c-4a7e-4f56-9b69-3a2168416624\"], \"total_duration\": 468.0, \"total_sessions\": 5, \"mean_week_duration\": 2.089}, \"72615\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-02-01 01:50:31.000000+00:00\", \"2021-12-08 05:35:34.000000+00:00\", \"2020-07-13 21:28:15.000000+00:00\", \"2022-07-29 13:18:49.000000+00:00\", \"2020-11-08 18:05:57.000000+00:00\", \"2020-03-01 09:01:47.000000+00:00\", \"2021-03-16 02:56:06.000000+00:00\", \"2020-06-28 14:12:10.000000+00:00\"], \"session_ids\": [\"69731318-58fa-460a-909f-3a6a7b374c67\", \"9eb4922d-dcd2-4189-9300-f14594ae2784\", \"fff68042-2f7a-4342-875a-cf176754592c\", \"675adbd9-b476-4ef0-b05c-1a337983e3d4\", \"ac96cbc5-b9bd-495a-a31b-0d43a995cd28\", \"fab9976a-da5a-428b-ac06-77d5ed2e7ae6\", \"ab7a26e5-fd5e-4c95-9fd3-43990572ae96\", \"1d879e9e-2c35-4fc0-aed4-433f43448c61\"], \"total_duration\": 16859.0, \"total_sessions\": 8, \"mean_week_duration\": 110.19}, \"42185\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-09-05 11:44:45.000000+00:00\", \"2020-08-20 19:03:32.000000+00:00\"], \"session_ids\": [\"959f9ec1-4921-4d10-9064-b464bdd65e1c\", \"eca9bc23-967d-4817-89b5-bf31ce10eea4\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 2.873}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is Rio de Janeiro"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Rio de Janeiro\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about 8 users who have average of total time spent in the app per week less than 2 (not including) and greater than 47 and carry out sorting by total sessoins count in ascending order , show me only 2 records."
}
] |
[
{
"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{\"49719\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-07-19 05:34:02.000000+00:00\", \"2019-07-22 06:19:47.000000+00:00\"], \"session_ids\": [\"b0cc74a6-5310-4999-bed9-393cdd6d7c79\", \"e3c1c385-5079-48dd-af14-60ecbab83a65\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 43.0}, \"67321\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-19 12:54:30.000000+00:00\", \"2020-07-25 05:08:46.000000+00:00\"], \"session_ids\": [\"1eb4de51-227b-4e49-888d-56c93415f934\", \"98030e30-fc5b-4012-9f68-75b31e2025d7\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.528}, \"69437\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-06 09:06:35.000000+00:00\", \"2022-02-15 19:22:07.000000+00:00\", \"2021-09-29 15:21:10.000000+00:00\", \"2022-04-29 01:04:57.000000+00:00\"], \"session_ids\": [\"14328ef6-1e20-4063-820e-46e0dd4c4a2e\", \"c4f2b1c8-961e-4e1d-a2f0-286b040c7405\", \"998e8092-a8ff-43fa-a4cc-33d32cf2cfd7\", \"31ce2397-3992-4fc5-812a-554613a62095\"], \"total_duration\": 1449.0, \"total_sessions\": 4, \"mean_week_duration\": 12.938}, \"12097\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-04-12 03:12:19.000000+00:00\", \"2021-03-07 11:08:55.000000+00:00\"], \"session_ids\": [\"5af72ef3-bf2d-4328-bb6f-870fd4cafd67\", \"efe52051-fd81-44ca-81be-5df0b52aa663\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 2.17}, \"20854\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-02-28 18:39:05.000000+00:00\", \"2023-02-13 13:46:43.000000+00:00\"], \"session_ids\": [\"77896f7a-5240-4243-b968-73862af7a873\", \"1d8d421e-2dbc-4bff-ab64-3ef4450527ea\"], \"total_duration\": 215.0, \"total_sessions\": 2, \"mean_week_duration\": 71.667}, \"59181\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-05-16 19:04:38.000000+00:00\", \"2019-11-10 16:41:59.000000+00:00\"], \"session_ids\": [\"eed66d0e-e66e-417b-9d28-4c61d714960c\", \"6af6927b-090e-4f7f-bf0f-109e5274e60b\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.379}, \"25917\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-04-17 13:09:25.000000+00:00\", \"2021-01-14 13:05:37.000000+00:00\"], \"session_ids\": [\"d2abb3e6-8727-4d65-9ee1-aedc7c2669f7\", \"9f52e7e7-35c6-44f4-8a02-6d518760cf31\"], \"total_duration\": 116.0, \"total_sessions\": 2, \"mean_week_duration\": 2.974}, \"96219\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-06-02 13:44:29.000000+00:00\", \"2020-07-30 17:21:27.000000+00:00\", \"2022-07-28 20:10:05.000000+00:00\", \"2021-04-11 07:25:17.000000+00:00\", \"2020-11-06 06:49:04.000000+00:00\", \"2019-04-15 11:28:38.000000+00:00\", \"2020-06-26 21:15:49.000000+00:00\"], \"session_ids\": [\"7161535c-7995-4d80-957e-8191ebe5428c\", \"7ca40318-d55f-4438-9a47-21d2a8537662\", \"c7d04d93-bc6b-4243-adcd-007d4a0496b8\", \"8390048d-f72c-4828-9bb4-9189992ea82a\", \"fdd9420e-7789-45cf-af6e-0cb79f63962a\", \"fef07ff7-0a75-436d-8d26-f4b23ebc313d\", \"95933995-09f3-47ac-bde9-c44cb80c50f8\"], \"total_duration\": 404.0, \"total_sessions\": 7, \"mean_week_duration\": 2.349}, \"59600\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-02-21 20:47:59.000000+00:00\", \"2022-11-09 15:48:43.000000+00:00\", \"2020-01-29 17:00:29.000000+00:00\", \"2020-01-16 10:22:32.000000+00:00\", \"2022-02-18 17:30:51.000000+00:00\", \"2019-08-21 21:57:55.000000+00:00\", \"2019-04-21 11:32:15.000000+00:00\", \"2020-09-02 14:27:31.000000+00:00\", \"2020-09-11 01:19:59.000000+00:00\", \"2020-02-12 02:30:22.000000+00:00\"], \"session_ids\": [\"ca2168d9-bbfc-4cbb-a1ef-134a4c9b1d12\", \"d8083ebf-9ff5-4999-a535-a6243cd76721\", \"b00a0a04-2e7f-4f81-a59a-91289f46585e\", \"b046b8b2-0bf2-471c-8128-85b8cac16cc1\", \"ad159451-2b11-4427-979f-05208f81ebc5\", \"898fc4dc-6382-4291-bb8c-662308eb9c2c\", \"1d2726e9-4390-4f47-9595-d23928f8b3bc\", \"3c087dc6-e204-4134-a8a3-bea0397f48de\", \"d54eda56-bd9a-4e71-b803-01d1701c9b46\", \"0585d94b-0c7a-4ac1-940d-2cd04285314f\"], \"total_duration\": 674.0, \"total_sessions\": 10, \"mean_week_duration\": 3.624}, \"99898\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-06-28 16:21:26.000000+00:00\", \"2021-10-12 15:36:17.000000+00:00\"], \"session_ids\": [\"260942f9-b5aa-40fe-aa54-45d37830e462\", \"353b884d-f123-460f-bd89-304805c5e6d4\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 0.592}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are less than 2 and are equal or greater than 47"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[2, 47]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"67321\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-19 12:54:30.000000+00:00\", \"2020-07-25 05:08:46.000000+00:00\"], \"session_ids\": [\"1eb4de51-227b-4e49-888d-56c93415f934\", \"98030e30-fc5b-4012-9f68-75b31e2025d7\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.528}, \"59181\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-05-16 19:04:38.000000+00:00\", \"2019-11-10 16:41:59.000000+00:00\"], \"session_ids\": [\"eed66d0e-e66e-417b-9d28-4c61d714960c\", \"6af6927b-090e-4f7f-bf0f-109e5274e60b\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.379}, \"99898\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-06-28 16:21:26.000000+00:00\", \"2021-10-12 15:36:17.000000+00:00\"], \"session_ids\": [\"260942f9-b5aa-40fe-aa54-45d37830e462\", \"353b884d-f123-460f-bd89-304805c5e6d4\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 0.592}, \"20854\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-02-28 18:39:05.000000+00:00\", \"2023-02-13 13:46:43.000000+00:00\"], \"session_ids\": [\"77896f7a-5240-4243-b968-73862af7a873\", \"1d8d421e-2dbc-4bff-ab64-3ef4450527ea\"], \"total_duration\": 215.0, \"total_sessions\": 2, \"mean_week_duration\": 71.667}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"67321\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-19 12:54:30.000000+00:00\", \"2020-07-25 05:08:46.000000+00:00\"], \"session_ids\": [\"1eb4de51-227b-4e49-888d-56c93415f934\", \"98030e30-fc5b-4012-9f68-75b31e2025d7\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.528}}, {\"59181\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-05-16 19:04:38.000000+00:00\", \"2019-11-10 16:41:59.000000+00:00\"], \"session_ids\": [\"eed66d0e-e66e-417b-9d28-4c61d714960c\", \"6af6927b-090e-4f7f-bf0f-109e5274e60b\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.379}}, {\"99898\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-06-28 16:21:26.000000+00:00\", \"2021-10-12 15:36:17.000000+00:00\"], \"session_ids\": [\"260942f9-b5aa-40fe-aa54-45d37830e462\", \"353b884d-f123-460f-bd89-304805c5e6d4\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 0.592}}, {\"20854\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-02-28 18:39:05.000000+00:00\", \"2023-02-13 13:46:43.000000+00:00\"], \"session_ids\": [\"77896f7a-5240-4243-b968-73862af7a873\", \"1d8d421e-2dbc-4bff-ab64-3ef4450527ea\"], \"total_duration\": 215.0, \"total_sessions\": 2, \"mean_week_duration\": 71.667}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"67321\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-19 12:54:30.000000+00:00\", \"2020-07-25 05:08:46.000000+00:00\"], \"session_ids\": [\"1eb4de51-227b-4e49-888d-56c93415f934\", \"98030e30-fc5b-4012-9f68-75b31e2025d7\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.528}}, {\"59181\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-05-16 19:04:38.000000+00:00\", \"2019-11-10 16:41:59.000000+00:00\"], \"session_ids\": [\"eed66d0e-e66e-417b-9d28-4c61d714960c\", \"6af6927b-090e-4f7f-bf0f-109e5274e60b\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.379}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"67321\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-19 12:54:30.000000+00:00\", \"2020-07-25 05:08:46.000000+00:00\"], \"session_ids\": [\"1eb4de51-227b-4e49-888d-56c93415f934\", \"98030e30-fc5b-4012-9f68-75b31e2025d7\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.528}}, {\"59181\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-05-16 19:04:38.000000+00:00\", \"2019-11-10 16:41:59.000000+00:00\"], \"session_ids\": [\"eed66d0e-e66e-417b-9d28-4c61d714960c\", \"6af6927b-090e-4f7f-bf0f-109e5274e60b\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.379}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please provide insights on 2 users whose overall total sessions is same as 2 , implement sorting by time using the app from the largest value to the smallest value , and show me only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"78634\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-05-03 02:13:40.000000+00:00\", \"2019-06-13 08:09:23.000000+00:00\", \"2021-09-29 05:37:17.000000+00:00\", \"2022-08-29 19:10:16.000000+00:00\", \"2020-11-27 02:34:49.000000+00:00\"], \"session_ids\": [\"9556d519-0c8f-4d56-b27e-747d6c516517\", \"44796c35-6909-435e-997a-c7bacb41a1e4\", \"a213e156-fc61-498d-851a-f98f44a8f816\", \"e98143a0-bc29-4a85-9461-840f3341f87d\", \"d7bec58f-08f4-4f5e-9619-dd5dc9b4f195\"], \"total_duration\": 2895.0, \"total_sessions\": 5, \"mean_week_duration\": 17.232}, \"23339\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"New York City\", \"datetimes\": [\"2021-06-19 02:11:48.000000+00:00\", \"2022-10-03 11:38:53.000000+00:00\"], \"session_ids\": [\"68b15a13-433c-4e16-89b5-69a82305222f\", \"d9f71269-3e84-46c9-ac86-8507910b5ee7\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 1.912}, \"21031\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-03-21 16:27:22.000000+00:00\", \"2021-04-28 20:10:16.000000+00:00\", \"2021-12-29 18:36:31.000000+00:00\", \"2022-11-04 17:40:36.000000+00:00\", \"2019-02-10 12:02:33.000000+00:00\", \"2020-07-10 23:39:01.000000+00:00\", \"2022-08-04 02:32:17.000000+00:00\", \"2020-12-12 13:48:49.000000+00:00\", \"2023-06-26 08:47:32.000000+00:00\"], \"session_ids\": [\"b45cc580-95df-4197-afc8-265e3293b619\", \"65ad16cc-d713-48fa-858a-fedd5cf8a99b\", \"a854db83-f02c-47e6-b3bc-d605a83e64ed\", \"c34f8b96-19d4-434a-89a9-c8873e8bbb66\", \"75265aa5-6186-4192-854e-ae930c03adfd\", \"ee46919a-83aa-434e-b7be-b60103962308\", \"4ec64a3c-9815-4629-9e27-a792f6219454\", \"64e7daf3-382b-44c9-91c2-cbfdcc6c8ddf\", \"e285661a-42a2-45ae-a203-7b5dded3afac\"], \"total_duration\": 1777.0, \"total_sessions\": 9, \"mean_week_duration\": 7.794}, \"48144\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-10-15 15:36:56.000000+00:00\", \"2022-05-23 09:34:35.000000+00:00\"], \"session_ids\": [\"5b453a25-163a-4d68-ab4c-5aaa11c6e877\", \"d9ca956c-a708-45aa-bd5a-1c28f055f119\"], \"total_duration\": 157.0, \"total_sessions\": 2, \"mean_week_duration\": 1.869}, \"63030\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-03-27 16:54:03.000000+00:00\", \"2021-05-09 04:42:26.000000+00:00\"], \"session_ids\": [\"0078f485-735e-415b-b69f-43d83f922236\", \"6295fad3-ae03-4a02-913c-d4af7af78f99\"], \"total_duration\": 460.0, \"total_sessions\": 2, \"mean_week_duration\": 76.667}, \"79359\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-05-15 05:50:54.000000+00:00\", \"2021-11-13 11:43:41.000000+00:00\"], \"session_ids\": [\"dd40e627-61b5-4ad6-bf31-b23914af5b46\", \"efdfcd23-4847-416c-89c8-3dee28f7bc3d\"], \"total_duration\": 430.0, \"total_sessions\": 2, \"mean_week_duration\": 5.443}, \"45623\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-12-12 22:17:03.000000+00:00\", \"2019-04-08 06:38:29.000000+00:00\", \"2020-09-15 21:10:34.000000+00:00\", \"2022-07-28 00:01:55.000000+00:00\", \"2021-09-02 09:08:45.000000+00:00\"], \"session_ids\": [\"fcd62c59-5e54-4ab1-bec6-fb72b89c07ad\", \"94e4d3ad-8f5b-412f-89e6-67c0a8803bdf\", \"0afbf4ea-9dcb-47ec-a046-7fb7ffd7d733\", \"0fec8eec-7cec-4b2e-aadd-2e2e456fc90b\", \"62d9ef57-d776-49f1-bf5e-409b508dbfd3\"], \"total_duration\": 2807.0, \"total_sessions\": 5, \"mean_week_duration\": 16.225}, \"4965\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-31 00:58:40.000000+00:00\", \"2019-12-21 11:30:01.000000+00:00\"], \"session_ids\": [\"6bbdccfb-ab00-43a5-8ddc-a189f5e3275c\", \"eaaba1ff-4f62-4405-98c2-57c68dfe3ebe\"], \"total_duration\": 385.0, \"total_sessions\": 2, \"mean_week_duration\": 2.362}, \"27442\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-04-11 05:06:51.000000+00:00\", \"2022-02-25 17:38:18.000000+00:00\", \"2021-08-21 05:37:05.000000+00:00\", \"2021-05-06 14:26:00.000000+00:00\"], \"session_ids\": [\"a33fd343-67fd-4b03-8ea3-c38564522b4d\", \"63c85ac5-685e-4562-8b00-b7ee36ace0a7\", \"92b6590a-0fba-4e3f-8466-5a057e5c0318\", \"4e004bdf-1be4-47b4-84a2-55ddf8093751\"], \"total_duration\": 1519.0, \"total_sessions\": 4, \"mean_week_duration\": 10.06}, \"52817\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 5, \"Change Skin Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-12-07 06:17:20.000000+00:00\", \"2022-06-05 10:05:31.000000+00:00\", \"2022-03-22 09:06:13.000000+00:00\"], \"session_ids\": [\"e122be83-3540-44bc-ad1e-534030f94444\", \"fd7dc18d-ccbd-4113-8f9e-d5e23273a4c9\", \"4e7dbda1-b9cb-404c-89c9-49c79c730b8f\"], \"total_duration\": 29.0, \"total_sessions\": 3, \"mean_week_duration\": 0.784}}\n```\n"
}
] |
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