conversations
list |
|---|
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the lowest 2 total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": false, \"quant_to_remain\": 2}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"27961\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2023-02-25 04:44:47.000000+00:00\", \"2023-06-22 18:16:14.000000+00:00\"], \"session_ids\": [\"93d72de4-ccb1-493d-a260-2ca44cd9c193\", \"c56dc347-e01f-4209-8bfb-7401603da8cd\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 1.529}}, {\"76417\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-12-09 20:51:51.000000+00:00\", \"2020-03-20 12:16:33.000000+00:00\"], \"session_ids\": [\"4700dec5-d4e8-48dc-be5b-502eafb867d0\", \"46f8d9d9-01d9-4bee-a0d8-70a3ddbe068e\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 18.0}}, {\"65567\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-02-05 11:11:22.000000+00:00\", \"2022-02-12 15:30:49.000000+00:00\"], \"session_ids\": [\"30761de4-add7-4f73-8289-483ad666816b\", \"c63227d3-3f96-4daf-aa1d-0167b8b6e132\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 172.0}}]\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[{\"27961\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2023-02-25 04:44:47.000000+00:00\", \"2023-06-22 18:16:14.000000+00:00\"], \"session_ids\": [\"93d72de4-ccb1-493d-a260-2ca44cd9c193\", \"c56dc347-e01f-4209-8bfb-7401603da8cd\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 1.529}}, {\"65567\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-02-05 11:11:22.000000+00:00\", \"2022-02-12 15:30:49.000000+00:00\"], \"session_ids\": [\"30761de4-add7-4f73-8289-483ad666816b\", \"c63227d3-3f96-4daf-aa1d-0167b8b6e132\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 172.0}}, {\"76417\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-12-09 20:51:51.000000+00:00\", \"2020-03-20 12:16:33.000000+00:00\"], \"session_ids\": [\"4700dec5-d4e8-48dc-be5b-502eafb867d0\", \"46f8d9d9-01d9-4bee-a0d8-70a3ddbe068e\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 18.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 4 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"27961\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2023-02-25 04:44:47.000000+00:00\", \"2023-06-22 18:16:14.000000+00:00\"], \"session_ids\": [\"93d72de4-ccb1-493d-a260-2ca44cd9c193\", \"c56dc347-e01f-4209-8bfb-7401603da8cd\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 1.529}}, {\"65567\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-02-05 11:11:22.000000+00:00\", \"2022-02-12 15:30:49.000000+00:00\"], \"session_ids\": [\"30761de4-add7-4f73-8289-483ad666816b\", \"c63227d3-3f96-4daf-aa1d-0167b8b6e132\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 172.0}}, {\"76417\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-12-09 20:51:51.000000+00:00\", \"2020-03-20 12:16:33.000000+00:00\"], \"session_ids\": [\"4700dec5-d4e8-48dc-be5b-502eafb867d0\", \"46f8d9d9-01d9-4bee-a0d8-70a3ddbe068e\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 18.0}}]\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[{\"27961\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2023-02-25 04:44:47.000000+00:00\", \"2023-06-22 18:16:14.000000+00:00\"], \"session_ids\": [\"93d72de4-ccb1-493d-a260-2ca44cd9c193\", \"c56dc347-e01f-4209-8bfb-7401603da8cd\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 1.529}}, {\"65567\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-02-05 11:11:22.000000+00:00\", \"2022-02-12 15:30:49.000000+00:00\"], \"session_ids\": [\"30761de4-add7-4f73-8289-483ad666816b\", \"c63227d3-3f96-4daf-aa1d-0167b8b6e132\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 172.0}}, {\"76417\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-12-09 20:51:51.000000+00:00\", \"2020-03-20 12:16:33.000000+00:00\"], \"session_ids\": [\"4700dec5-d4e8-48dc-be5b-502eafb867d0\", \"46f8d9d9-01d9-4bee-a0d8-70a3ddbe068e\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 18.0}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about users whose overall sessions count is smaller than 9 and bigger than 5 (not including) + put to use sorting by time in app descending."
}
] |
[
{
"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{\"40789\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-07-24 02:22:08.000000+00:00\", \"2022-04-27 02:06:35.000000+00:00\", \"2023-04-18 05:33:13.000000+00:00\"], \"session_ids\": [\"f6609b1e-521f-4149-8fde-42414bb47471\", \"fbedaa2e-905a-4694-911a-26d79fc9b824\", \"b3703e2d-a4a0-479d-8350-c1bcf71a43d1\"], \"total_duration\": 38.0, \"total_sessions\": 3, \"mean_week_duration\": 0.418}, \"4639\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-04-13 12:00:48.000000+00:00\", \"2021-10-10 05:00:12.000000+00:00\"], \"session_ids\": [\"61c46052-6b65-40ee-a263-e4308ee1530b\", \"51c5aa6e-95ad-48dc-8a2a-b773c81e8155\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 1.346}, \"50777\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-03-04 06:23:09.000000+00:00\", \"2020-10-29 19:52:47.000000+00:00\", \"2019-10-04 15:32:07.000000+00:00\"], \"session_ids\": [\"a2615181-a4c0-467c-9e29-1505814b24ab\", \"42190e9f-46c5-42e1-9876-1f17d209aae4\", \"6dfa96e0-184b-4257-9615-804730e82459\"], \"total_duration\": 567.0, \"total_sessions\": 3, \"mean_week_duration\": 4.5}, \"29097\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 8, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2023-04-17 06:11:23.000000+00:00\", \"2020-01-04 04:18:34.000000+00:00\", \"2020-11-14 01:01:38.000000+00:00\"], \"session_ids\": [\"d1e8ac78-6314-4615-960d-4f5e873f5cb6\", \"71fd7552-ee15-4ba1-84c5-a6dd43656a55\", \"383f0197-0452-401c-9d37-01cd72f654da\"], \"total_duration\": 35.0, \"total_sessions\": 3, \"mean_week_duration\": 0.203}, \"50391\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-07 19:06:08.000000+00:00\", \"2020-02-10 06:51:53.000000+00:00\"], \"session_ids\": [\"6cda9810-709a-4c34-ab52-20f52c1b165c\", \"25f9e36a-b0c5-487a-90cc-fc5cb4d1114c\"], \"total_duration\": 166.0, \"total_sessions\": 2, \"mean_week_duration\": 41.5}, \"4908\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-03 18:44:41.000000+00:00\", \"2019-01-11 03:47:15.000000+00:00\"], \"session_ids\": [\"f4c84943-15a9-4209-9312-048e0637d632\", \"723116ad-a926-4107-be5f-4b5a3351cebc\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 0.64}, \"53458\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-04-08 00:25:55.000000+00:00\", \"2021-04-11 21:19:16.000000+00:00\"], \"session_ids\": [\"c81dcb48-a9a5-48a9-ba20-5fcd9d3e085b\", \"fc298046-0560-49f1-a05f-79a269338f06\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 140.0}, \"15253\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-11 10:57:27.000000+00:00\", \"2023-01-27 21:46:01.000000+00:00\", \"2020-02-25 00:29:55.000000+00:00\"], \"session_ids\": [\"8605464a-732f-4eb8-94fb-bca8bfe17abb\", \"ab30a5ab-61be-442c-af05-bccee4aad1f1\", \"9f176eae-3199-4c62-ad46-752931ae3e15\"], \"total_duration\": 529.0, \"total_sessions\": 3, \"mean_week_duration\": 3.458}, \"97666\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-12-15 22:58:50.000000+00:00\", \"2022-11-27 02:57:18.000000+00:00\", \"2023-06-28 11:01:29.000000+00:00\", \"2019-02-28 07:29:46.000000+00:00\", \"2022-10-15 21:40:27.000000+00:00\", \"2022-02-17 10:36:39.000000+00:00\"], \"session_ids\": [\"273a7f3d-8596-4594-bee5-48d0f427b6a9\", \"36befe32-5238-48ce-a3e5-6f17969b7eef\", \"e98eae21-e4b0-49e2-b8f1-1fafb42ce991\", \"fdf7386a-135b-4e67-aa0e-a219e1ce3ed0\", \"f7e7b1bb-cd2c-427c-b357-848bcbf5124d\", \"2e2cda4b-567f-4d4c-877a-adedc66eaae9\"], \"total_duration\": 1272.0, \"total_sessions\": 6, \"mean_week_duration\": 5.628}, \"78174\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-06-14 19:45:55.000000+00:00\", \"2020-06-02 15:59:28.000000+00:00\"], \"session_ids\": [\"2d242f3a-060c-4ccc-b45e-6e383a5a4bb5\", \"4138237c-3a55-4bc6-b2fd-a74c9a2d1a79\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 32.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are greater than 5 and are equal or less than 9"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[5, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"97666\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-12-15 22:58:50.000000+00:00\", \"2022-11-27 02:57:18.000000+00:00\", \"2023-06-28 11:01:29.000000+00:00\", \"2019-02-28 07:29:46.000000+00:00\", \"2022-10-15 21:40:27.000000+00:00\", \"2022-02-17 10:36:39.000000+00:00\"], \"session_ids\": [\"273a7f3d-8596-4594-bee5-48d0f427b6a9\", \"36befe32-5238-48ce-a3e5-6f17969b7eef\", \"e98eae21-e4b0-49e2-b8f1-1fafb42ce991\", \"fdf7386a-135b-4e67-aa0e-a219e1ce3ed0\", \"f7e7b1bb-cd2c-427c-b357-848bcbf5124d\", \"2e2cda4b-567f-4d4c-877a-adedc66eaae9\"], \"total_duration\": 1272.0, \"total_sessions\": 6, \"mean_week_duration\": 5.628}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"97666\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-12-15 22:58:50.000000+00:00\", \"2022-11-27 02:57:18.000000+00:00\", \"2023-06-28 11:01:29.000000+00:00\", \"2019-02-28 07:29:46.000000+00:00\", \"2022-10-15 21:40:27.000000+00:00\", \"2022-02-17 10:36:39.000000+00:00\"], \"session_ids\": [\"273a7f3d-8596-4594-bee5-48d0f427b6a9\", \"36befe32-5238-48ce-a3e5-6f17969b7eef\", \"e98eae21-e4b0-49e2-b8f1-1fafb42ce991\", \"fdf7386a-135b-4e67-aa0e-a219e1ce3ed0\", \"f7e7b1bb-cd2c-427c-b357-848bcbf5124d\", \"2e2cda4b-567f-4d4c-877a-adedc66eaae9\"], \"total_duration\": 1272.0, \"total_sessions\": 6, \"mean_week_duration\": 5.628}}]\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[{\"97666\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-12-15 22:58:50.000000+00:00\", \"2022-11-27 02:57:18.000000+00:00\", \"2023-06-28 11:01:29.000000+00:00\", \"2019-02-28 07:29:46.000000+00:00\", \"2022-10-15 21:40:27.000000+00:00\", \"2022-02-17 10:36:39.000000+00:00\"], \"session_ids\": [\"273a7f3d-8596-4594-bee5-48d0f427b6a9\", \"36befe32-5238-48ce-a3e5-6f17969b7eef\", \"e98eae21-e4b0-49e2-b8f1-1fafb42ce991\", \"fdf7386a-135b-4e67-aa0e-a219e1ce3ed0\", \"f7e7b1bb-cd2c-427c-b357-848bcbf5124d\", \"2e2cda4b-567f-4d4c-877a-adedc66eaae9\"], \"total_duration\": 1272.0, \"total_sessions\": 6, \"mean_week_duration\": 5.628}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please offer data on 5 users whose duration summation less than 2399 and greater than 2621 + implement sorting by mean week duration in ascending 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{\"50690\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-01 23:02:44.000000+00:00\", \"2019-10-14 02:55:49.000000+00:00\"], \"session_ids\": [\"a62f365b-af78-4885-a221-6a290e7bd8e0\", \"54b16241-4df2-4cfb-b121-5510d42d6471\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 1.466}, \"30284\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-11-15 01:44:05.000000+00:00\", \"2020-04-15 14:36:00.000000+00:00\"], \"session_ids\": [\"7b55c9a7-57fa-4dc4-b0b1-90de82e9935b\", \"669b4667-e5dc-4075-8929-e4be6af3046b\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 11.871}, \"78936\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-12-12 11:53:32.000000+00:00\", \"2019-07-02 21:48:35.000000+00:00\", \"2022-03-04 04:28:56.000000+00:00\", \"2020-04-24 04:13:25.000000+00:00\"], \"session_ids\": [\"3409e09b-60bd-4413-961c-6a39a08b0f52\", \"113fb63d-c7a7-4384-a033-2c6374a2fde6\", \"2d771357-d4ff-4d56-97f6-f30663fca961\", \"8cb6731d-9672-4293-854a-4e2b04bc0ab6\"], \"total_duration\": 991.0, \"total_sessions\": 4, \"mean_week_duration\": 7.079}, \"59331\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-13 01:03:18.000000+00:00\", \"2022-10-09 18:55:25.000000+00:00\"], \"session_ids\": [\"6d41c488-5386-4f82-850f-e8f57cbe186b\", \"f230b4a5-b002-46d5-941e-58f49af2de22\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.422}, \"93372\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 5}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-24 01:20:21.000000+00:00\", \"2021-04-02 17:24:58.000000+00:00\", \"2020-04-27 15:42:08.000000+00:00\", \"2020-09-14 20:35:08.000000+00:00\", \"2022-06-23 07:22:11.000000+00:00\"], \"session_ids\": [\"c5d3106a-696a-4bc9-b112-113cb6a0abc5\", \"569db245-c14a-4b8e-8afd-689e10bd90a0\", \"66a53393-0a64-41bc-bc67-1bbbe1982ad2\", \"0fc66d55-f001-489a-a490-98956d02a1dc\", \"4af9a78f-6252-4126-af93-e262b112899e\"], \"total_duration\": 211.0, \"total_sessions\": 5, \"mean_week_duration\": 1.867}, \"77682\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-16 13:27:29.000000+00:00\", \"2019-05-11 14:51:59.000000+00:00\"], \"session_ids\": [\"e02d13a6-fe77-4df4-a141-15016c0bccdc\", \"d365deeb-0ed6-41bc-9834-b09dea61d289\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 0.943}, \"70005\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-06-27 17:42:37.000000+00:00\", \"2022-06-07 22:54:44.000000+00:00\", \"2019-07-16 21:28:53.000000+00:00\", \"2020-07-22 18:44:39.000000+00:00\", \"2020-06-13 07:42:51.000000+00:00\", \"2020-06-11 10:37:49.000000+00:00\", \"2022-06-15 00:04:53.000000+00:00\", \"2022-04-09 16:51:22.000000+00:00\", \"2022-06-04 18:59:57.000000+00:00\", \"2020-04-30 18:37:48.000000+00:00\", \"2022-12-13 22:18:58.000000+00:00\"], \"session_ids\": [\"311c0836-fbb1-4d36-ba99-127bc432c4c9\", \"7a2520e7-e1ec-4414-9ec8-75f637ae1f1c\", \"c10965e0-440f-4f40-a4e8-98be9e87bfb2\", \"e63b5e6d-7583-4c2e-a43d-cdf4073b13fe\", \"6058253c-5e37-4ff2-80f4-b69b2bd5687e\", \"20f4c308-d067-45cb-a1dc-1a6e09d5e5d3\", \"93bdd745-7321-4fd7-b205-4d69a6e44518\", \"64b21065-c193-4a45-ae3a-660672c65dca\", \"fcb99629-fa25-45b1-b561-029e55d8599d\", \"d09e30ba-bebf-4552-be8a-2d457b8f6de4\", \"aa8b650d-2b8a-4894-bbf7-13fb84b44f0e\"], \"total_duration\": 42985.0, \"total_sessions\": 11, \"mean_week_duration\": 208.665}, \"67768\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-06-07 03:40:07.000000+00:00\", \"2019-04-27 08:41:05.000000+00:00\"], \"session_ids\": [\"b9081fa6-c096-4ce8-98eb-ee4c43bbfa68\", \"e5a127e9-d1a4-4cb3-aec0-375b6b0e0051\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 18.167}, \"33339\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-10-11 01:03:57.000000+00:00\", \"2023-02-25 12:34:46.000000+00:00\", \"2022-02-27 09:29:21.000000+00:00\"], \"session_ids\": [\"6251034e-a66a-4aef-8af3-59dfd5d6b22e\", \"37d6d527-c01e-4f17-aad7-6158582f6722\", \"667ed5d6-689e-45b2-a1df-daae963ca48e\"], \"total_duration\": 401.0, \"total_sessions\": 3, \"mean_week_duration\": 2.266}, \"6355\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-25 21:00:07.000000+00:00\", \"2021-11-30 02:33:04.000000+00:00\", \"2021-04-06 01:48:10.000000+00:00\", \"2023-06-17 14:34:38.000000+00:00\", \"2022-04-10 12:52:35.000000+00:00\"], \"session_ids\": [\"510a627c-e857-477c-be67-2526e5656e3d\", \"c2e80bf0-cab1-49d2-a072-26762bfe3572\", \"6c7f086f-0253-454a-8c14-44be5d99ed80\", \"a380a034-7db9-4032-b20b-c3bd90d704be\", \"eab6758c-9db0-4caf-af26-753abfc39266\"], \"total_duration\": 399.0, \"total_sessions\": 5, \"mean_week_duration\": 2.1}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or less than 2399 and are equal or greater than 2621"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"total_duration\": [[2399, 2621]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"50690\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-01 23:02:44.000000+00:00\", \"2019-10-14 02:55:49.000000+00:00\"], \"session_ids\": [\"a62f365b-af78-4885-a221-6a290e7bd8e0\", \"54b16241-4df2-4cfb-b121-5510d42d6471\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 1.466}, \"30284\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-11-15 01:44:05.000000+00:00\", \"2020-04-15 14:36:00.000000+00:00\"], \"session_ids\": [\"7b55c9a7-57fa-4dc4-b0b1-90de82e9935b\", \"669b4667-e5dc-4075-8929-e4be6af3046b\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 11.871}, \"78936\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-12-12 11:53:32.000000+00:00\", \"2019-07-02 21:48:35.000000+00:00\", \"2022-03-04 04:28:56.000000+00:00\", \"2020-04-24 04:13:25.000000+00:00\"], \"session_ids\": [\"3409e09b-60bd-4413-961c-6a39a08b0f52\", \"113fb63d-c7a7-4384-a033-2c6374a2fde6\", \"2d771357-d4ff-4d56-97f6-f30663fca961\", \"8cb6731d-9672-4293-854a-4e2b04bc0ab6\"], \"total_duration\": 991.0, \"total_sessions\": 4, \"mean_week_duration\": 7.079}, \"59331\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-13 01:03:18.000000+00:00\", \"2022-10-09 18:55:25.000000+00:00\"], \"session_ids\": [\"6d41c488-5386-4f82-850f-e8f57cbe186b\", \"f230b4a5-b002-46d5-941e-58f49af2de22\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.422}, \"93372\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 5}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-24 01:20:21.000000+00:00\", \"2021-04-02 17:24:58.000000+00:00\", \"2020-04-27 15:42:08.000000+00:00\", \"2020-09-14 20:35:08.000000+00:00\", \"2022-06-23 07:22:11.000000+00:00\"], \"session_ids\": [\"c5d3106a-696a-4bc9-b112-113cb6a0abc5\", \"569db245-c14a-4b8e-8afd-689e10bd90a0\", \"66a53393-0a64-41bc-bc67-1bbbe1982ad2\", \"0fc66d55-f001-489a-a490-98956d02a1dc\", \"4af9a78f-6252-4126-af93-e262b112899e\"], \"total_duration\": 211.0, \"total_sessions\": 5, \"mean_week_duration\": 1.867}, \"77682\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-16 13:27:29.000000+00:00\", \"2019-05-11 14:51:59.000000+00:00\"], \"session_ids\": [\"e02d13a6-fe77-4df4-a141-15016c0bccdc\", \"d365deeb-0ed6-41bc-9834-b09dea61d289\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 0.943}, \"67768\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-06-07 03:40:07.000000+00:00\", \"2019-04-27 08:41:05.000000+00:00\"], \"session_ids\": [\"b9081fa6-c096-4ce8-98eb-ee4c43bbfa68\", \"e5a127e9-d1a4-4cb3-aec0-375b6b0e0051\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 18.167}, \"33339\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-10-11 01:03:57.000000+00:00\", \"2023-02-25 12:34:46.000000+00:00\", \"2022-02-27 09:29:21.000000+00:00\"], \"session_ids\": [\"6251034e-a66a-4aef-8af3-59dfd5d6b22e\", \"37d6d527-c01e-4f17-aad7-6158582f6722\", \"667ed5d6-689e-45b2-a1df-daae963ca48e\"], \"total_duration\": 401.0, \"total_sessions\": 3, \"mean_week_duration\": 2.266}, \"6355\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-25 21:00:07.000000+00:00\", \"2021-11-30 02:33:04.000000+00:00\", \"2021-04-06 01:48:10.000000+00:00\", \"2023-06-17 14:34:38.000000+00:00\", \"2022-04-10 12:52:35.000000+00:00\"], \"session_ids\": [\"510a627c-e857-477c-be67-2526e5656e3d\", \"c2e80bf0-cab1-49d2-a072-26762bfe3572\", \"6c7f086f-0253-454a-8c14-44be5d99ed80\", \"a380a034-7db9-4032-b20b-c3bd90d704be\", \"eab6758c-9db0-4caf-af26-753abfc39266\"], \"total_duration\": 399.0, \"total_sessions\": 5, \"mean_week_duration\": 2.1}, \"70005\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-06-27 17:42:37.000000+00:00\", \"2022-06-07 22:54:44.000000+00:00\", \"2019-07-16 21:28:53.000000+00:00\", \"2020-07-22 18:44:39.000000+00:00\", \"2020-06-13 07:42:51.000000+00:00\", \"2020-06-11 10:37:49.000000+00:00\", \"2022-06-15 00:04:53.000000+00:00\", \"2022-04-09 16:51:22.000000+00:00\", \"2022-06-04 18:59:57.000000+00:00\", \"2020-04-30 18:37:48.000000+00:00\", \"2022-12-13 22:18:58.000000+00:00\"], \"session_ids\": [\"311c0836-fbb1-4d36-ba99-127bc432c4c9\", \"7a2520e7-e1ec-4414-9ec8-75f637ae1f1c\", \"c10965e0-440f-4f40-a4e8-98be9e87bfb2\", \"e63b5e6d-7583-4c2e-a43d-cdf4073b13fe\", \"6058253c-5e37-4ff2-80f4-b69b2bd5687e\", \"20f4c308-d067-45cb-a1dc-1a6e09d5e5d3\", \"93bdd745-7321-4fd7-b205-4d69a6e44518\", \"64b21065-c193-4a45-ae3a-660672c65dca\", \"fcb99629-fa25-45b1-b561-029e55d8599d\", \"d09e30ba-bebf-4552-be8a-2d457b8f6de4\", \"aa8b650d-2b8a-4894-bbf7-13fb84b44f0e\"], \"total_duration\": 42985.0, \"total_sessions\": 11, \"mean_week_duration\": 208.665}}\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[{\"59331\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-13 01:03:18.000000+00:00\", \"2022-10-09 18:55:25.000000+00:00\"], \"session_ids\": [\"6d41c488-5386-4f82-850f-e8f57cbe186b\", \"f230b4a5-b002-46d5-941e-58f49af2de22\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.422}}, {\"77682\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-16 13:27:29.000000+00:00\", \"2019-05-11 14:51:59.000000+00:00\"], \"session_ids\": [\"e02d13a6-fe77-4df4-a141-15016c0bccdc\", \"d365deeb-0ed6-41bc-9834-b09dea61d289\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 0.943}}, {\"50690\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-01 23:02:44.000000+00:00\", \"2019-10-14 02:55:49.000000+00:00\"], \"session_ids\": [\"a62f365b-af78-4885-a221-6a290e7bd8e0\", \"54b16241-4df2-4cfb-b121-5510d42d6471\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 1.466}}, {\"93372\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 5}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-24 01:20:21.000000+00:00\", \"2021-04-02 17:24:58.000000+00:00\", \"2020-04-27 15:42:08.000000+00:00\", \"2020-09-14 20:35:08.000000+00:00\", \"2022-06-23 07:22:11.000000+00:00\"], \"session_ids\": [\"c5d3106a-696a-4bc9-b112-113cb6a0abc5\", \"569db245-c14a-4b8e-8afd-689e10bd90a0\", \"66a53393-0a64-41bc-bc67-1bbbe1982ad2\", \"0fc66d55-f001-489a-a490-98956d02a1dc\", \"4af9a78f-6252-4126-af93-e262b112899e\"], \"total_duration\": 211.0, \"total_sessions\": 5, \"mean_week_duration\": 1.867}}, {\"6355\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-25 21:00:07.000000+00:00\", \"2021-11-30 02:33:04.000000+00:00\", \"2021-04-06 01:48:10.000000+00:00\", \"2023-06-17 14:34:38.000000+00:00\", \"2022-04-10 12:52:35.000000+00:00\"], \"session_ids\": [\"510a627c-e857-477c-be67-2526e5656e3d\", \"c2e80bf0-cab1-49d2-a072-26762bfe3572\", \"6c7f086f-0253-454a-8c14-44be5d99ed80\", \"a380a034-7db9-4032-b20b-c3bd90d704be\", \"eab6758c-9db0-4caf-af26-753abfc39266\"], \"total_duration\": 399.0, \"total_sessions\": 5, \"mean_week_duration\": 2.1}}, {\"33339\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-10-11 01:03:57.000000+00:00\", \"2023-02-25 12:34:46.000000+00:00\", \"2022-02-27 09:29:21.000000+00:00\"], \"session_ids\": [\"6251034e-a66a-4aef-8af3-59dfd5d6b22e\", \"37d6d527-c01e-4f17-aad7-6158582f6722\", \"667ed5d6-689e-45b2-a1df-daae963ca48e\"], \"total_duration\": 401.0, \"total_sessions\": 3, \"mean_week_duration\": 2.266}}, {\"78936\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-12-12 11:53:32.000000+00:00\", \"2019-07-02 21:48:35.000000+00:00\", \"2022-03-04 04:28:56.000000+00:00\", \"2020-04-24 04:13:25.000000+00:00\"], \"session_ids\": [\"3409e09b-60bd-4413-961c-6a39a08b0f52\", \"113fb63d-c7a7-4384-a033-2c6374a2fde6\", \"2d771357-d4ff-4d56-97f6-f30663fca961\", \"8cb6731d-9672-4293-854a-4e2b04bc0ab6\"], \"total_duration\": 991.0, \"total_sessions\": 4, \"mean_week_duration\": 7.079}}, {\"30284\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-11-15 01:44:05.000000+00:00\", \"2020-04-15 14:36:00.000000+00:00\"], \"session_ids\": [\"7b55c9a7-57fa-4dc4-b0b1-90de82e9935b\", \"669b4667-e5dc-4075-8929-e4be6af3046b\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 11.871}}, {\"67768\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-06-07 03:40:07.000000+00:00\", \"2019-04-27 08:41:05.000000+00:00\"], \"session_ids\": [\"b9081fa6-c096-4ce8-98eb-ee4c43bbfa68\", \"e5a127e9-d1a4-4cb3-aec0-375b6b0e0051\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 18.167}}, {\"70005\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-06-27 17:42:37.000000+00:00\", \"2022-06-07 22:54:44.000000+00:00\", \"2019-07-16 21:28:53.000000+00:00\", \"2020-07-22 18:44:39.000000+00:00\", \"2020-06-13 07:42:51.000000+00:00\", \"2020-06-11 10:37:49.000000+00:00\", \"2022-06-15 00:04:53.000000+00:00\", \"2022-04-09 16:51:22.000000+00:00\", \"2022-06-04 18:59:57.000000+00:00\", \"2020-04-30 18:37:48.000000+00:00\", \"2022-12-13 22:18:58.000000+00:00\"], \"session_ids\": [\"311c0836-fbb1-4d36-ba99-127bc432c4c9\", \"7a2520e7-e1ec-4414-9ec8-75f637ae1f1c\", \"c10965e0-440f-4f40-a4e8-98be9e87bfb2\", \"e63b5e6d-7583-4c2e-a43d-cdf4073b13fe\", \"6058253c-5e37-4ff2-80f4-b69b2bd5687e\", \"20f4c308-d067-45cb-a1dc-1a6e09d5e5d3\", \"93bdd745-7321-4fd7-b205-4d69a6e44518\", \"64b21065-c193-4a45-ae3a-660672c65dca\", \"fcb99629-fa25-45b1-b561-029e55d8599d\", \"d09e30ba-bebf-4552-be8a-2d457b8f6de4\", \"aa8b650d-2b8a-4894-bbf7-13fb84b44f0e\"], \"total_duration\": 42985.0, \"total_sessions\": 11, \"mean_week_duration\": 208.665}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 5 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"59331\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-13 01:03:18.000000+00:00\", \"2022-10-09 18:55:25.000000+00:00\"], \"session_ids\": [\"6d41c488-5386-4f82-850f-e8f57cbe186b\", \"f230b4a5-b002-46d5-941e-58f49af2de22\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.422}}, {\"77682\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-16 13:27:29.000000+00:00\", \"2019-05-11 14:51:59.000000+00:00\"], \"session_ids\": [\"e02d13a6-fe77-4df4-a141-15016c0bccdc\", \"d365deeb-0ed6-41bc-9834-b09dea61d289\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 0.943}}, {\"50690\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-01 23:02:44.000000+00:00\", \"2019-10-14 02:55:49.000000+00:00\"], \"session_ids\": [\"a62f365b-af78-4885-a221-6a290e7bd8e0\", \"54b16241-4df2-4cfb-b121-5510d42d6471\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 1.466}}, {\"93372\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 5}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-24 01:20:21.000000+00:00\", \"2021-04-02 17:24:58.000000+00:00\", \"2020-04-27 15:42:08.000000+00:00\", \"2020-09-14 20:35:08.000000+00:00\", \"2022-06-23 07:22:11.000000+00:00\"], \"session_ids\": [\"c5d3106a-696a-4bc9-b112-113cb6a0abc5\", \"569db245-c14a-4b8e-8afd-689e10bd90a0\", \"66a53393-0a64-41bc-bc67-1bbbe1982ad2\", \"0fc66d55-f001-489a-a490-98956d02a1dc\", \"4af9a78f-6252-4126-af93-e262b112899e\"], \"total_duration\": 211.0, \"total_sessions\": 5, \"mean_week_duration\": 1.867}}, {\"6355\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-25 21:00:07.000000+00:00\", \"2021-11-30 02:33:04.000000+00:00\", \"2021-04-06 01:48:10.000000+00:00\", \"2023-06-17 14:34:38.000000+00:00\", \"2022-04-10 12:52:35.000000+00:00\"], \"session_ids\": [\"510a627c-e857-477c-be67-2526e5656e3d\", \"c2e80bf0-cab1-49d2-a072-26762bfe3572\", \"6c7f086f-0253-454a-8c14-44be5d99ed80\", \"a380a034-7db9-4032-b20b-c3bd90d704be\", \"eab6758c-9db0-4caf-af26-753abfc39266\"], \"total_duration\": 399.0, \"total_sessions\": 5, \"mean_week_duration\": 2.1}}]\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[{\"59331\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-13 01:03:18.000000+00:00\", \"2022-10-09 18:55:25.000000+00:00\"], \"session_ids\": [\"6d41c488-5386-4f82-850f-e8f57cbe186b\", \"f230b4a5-b002-46d5-941e-58f49af2de22\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.422}}, {\"77682\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-16 13:27:29.000000+00:00\", \"2019-05-11 14:51:59.000000+00:00\"], \"session_ids\": [\"e02d13a6-fe77-4df4-a141-15016c0bccdc\", \"d365deeb-0ed6-41bc-9834-b09dea61d289\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 0.943}}, {\"50690\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-01 23:02:44.000000+00:00\", \"2019-10-14 02:55:49.000000+00:00\"], \"session_ids\": [\"a62f365b-af78-4885-a221-6a290e7bd8e0\", \"54b16241-4df2-4cfb-b121-5510d42d6471\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 1.466}}, {\"93372\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 5}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-24 01:20:21.000000+00:00\", \"2021-04-02 17:24:58.000000+00:00\", \"2020-04-27 15:42:08.000000+00:00\", \"2020-09-14 20:35:08.000000+00:00\", \"2022-06-23 07:22:11.000000+00:00\"], \"session_ids\": [\"c5d3106a-696a-4bc9-b112-113cb6a0abc5\", \"569db245-c14a-4b8e-8afd-689e10bd90a0\", \"66a53393-0a64-41bc-bc67-1bbbe1982ad2\", \"0fc66d55-f001-489a-a490-98956d02a1dc\", \"4af9a78f-6252-4126-af93-e262b112899e\"], \"total_duration\": 211.0, \"total_sessions\": 5, \"mean_week_duration\": 1.867}}, {\"6355\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-25 21:00:07.000000+00:00\", \"2021-11-30 02:33:04.000000+00:00\", \"2021-04-06 01:48:10.000000+00:00\", \"2023-06-17 14:34:38.000000+00:00\", \"2022-04-10 12:52:35.000000+00:00\"], \"session_ids\": [\"510a627c-e857-477c-be67-2526e5656e3d\", \"c2e80bf0-cab1-49d2-a072-26762bfe3572\", \"6c7f086f-0253-454a-8c14-44be5d99ed80\", \"a380a034-7db9-4032-b20b-c3bd90d704be\", \"eab6758c-9db0-4caf-af26-753abfc39266\"], \"total_duration\": 399.0, \"total_sessions\": 5, \"mean_week_duration\": 2.1}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please offer data on user who is a resident of cities Cairo, Mumbai, Oslo plus do sorting by time using the app desc additionaly get rid of all records, except 2."
}
] |
[
{
"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{\"63658\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-11-15 04:15:41.000000+00:00\", \"2022-02-19 13:58:33.000000+00:00\"], \"session_ids\": [\"1a2944f3-aa82-423c-9f21-bb48aaed89a0\", \"4e19f8b2-2705-4870-9cc1-f9dd9abe62d5\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 0.983}, \"43568\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-09-02 02:27:28.000000+00:00\", \"2020-05-06 23:30:13.000000+00:00\", \"2020-06-16 11:09:45.000000+00:00\", \"2020-08-06 19:57:28.000000+00:00\"], \"session_ids\": [\"40e5cd74-bde3-4f8e-ab2a-4566c95df25c\", \"babbc7b8-fdd9-4049-b0f3-d4bcc38510be\", \"e1c2781e-9e4a-47b6-82b9-b896272a6cb9\", \"969eb52c-0258-4ba0-85ad-bc889cd6a1b4\"], \"total_duration\": 976.0, \"total_sessions\": 4, \"mean_week_duration\": 19.918}, \"7548\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-08-15 07:16:41.000000+00:00\", \"2021-03-27 02:48:02.000000+00:00\", \"2021-01-24 19:40:26.000000+00:00\"], \"session_ids\": [\"402866f1-86f6-4c38-adc1-9cad9232fbed\", \"6bca8083-7ebb-4def-95f7-18c43790fdd0\", \"a7835f38-a82e-479d-9bc6-b12ca984766e\"], \"total_duration\": 61.0, \"total_sessions\": 3, \"mean_week_duration\": 0.718}, \"5349\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-01 10:45:34.000000+00:00\", \"2021-05-09 15:27:04.000000+00:00\", \"2022-10-24 05:55:00.000000+00:00\"], \"session_ids\": [\"3be05292-e79d-4932-8bc3-3a022edb4d19\", \"231ef9e0-dd1f-4ee7-b43a-f418978c60de\", \"02c33409-d1b5-48c6-916a-f7ec0de2723c\"], \"total_duration\": 715.0, \"total_sessions\": 3, \"mean_week_duration\": 9.167}, \"23164\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 5}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-02-28 22:21:24.000000+00:00\", \"2019-05-25 15:27:02.000000+00:00\"], \"session_ids\": [\"fd83c7d4-6781-44cd-8334-0122b6316931\", \"e61d8ce1-de09-4411-8b5e-34fdef46036d\"], \"total_duration\": 108.0, \"total_sessions\": 2, \"mean_week_duration\": 0.548}, \"69859\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-08-26 02:12:59.000000+00:00\", \"2019-12-26 06:45:17.000000+00:00\", \"2020-08-12 22:03:24.000000+00:00\", \"2020-08-25 21:18:24.000000+00:00\"], \"session_ids\": [\"adc090f1-5ef4-4576-ac67-b4c7e0786b26\", \"4bc2e307-73e8-46b3-ab50-64e33712faa6\", \"a2cc14da-8fc1-4231-a8b1-92a48935faed\", \"27be241c-9276-47d5-a61e-5ef54a3c6f8f\"], \"total_duration\": 412.0, \"total_sessions\": 4, \"mean_week_duration\": 7.774}, \"22530\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-07-31 13:56:58.000000+00:00\", \"2019-02-06 05:58:35.000000+00:00\", \"2020-12-13 23:28:43.000000+00:00\"], \"session_ids\": [\"3d9eb411-b297-4c81-8291-2b6a12ded101\", \"e30d31b8-dd14-4d2f-a254-3c14978d618b\", \"b19e8c7d-d0e8-4e81-a83a-46840fb38a3f\"], \"total_duration\": 407.0, \"total_sessions\": 3, \"mean_week_duration\": 2.236}, \"96629\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-06-07 01:54:59.000000+00:00\", \"2019-03-22 18:52:57.000000+00:00\", \"2021-11-13 03:35:22.000000+00:00\", \"2020-06-05 22:32:59.000000+00:00\", \"2021-10-11 10:48:14.000000+00:00\", \"2019-10-06 02:30:40.000000+00:00\", \"2021-07-19 22:19:58.000000+00:00\", \"2022-03-05 19:39:34.000000+00:00\", \"2022-04-30 10:17:12.000000+00:00\", \"2022-06-20 06:25:49.000000+00:00\", \"2020-08-03 07:40:01.000000+00:00\"], \"session_ids\": [\"ac108212-71a4-465a-a0d8-af839e3cad0e\", \"c48acec2-4e13-45d4-822e-903947eaaf64\", \"0ab6d919-2c97-4042-b2e0-9c388815e27f\", \"2d6ecb81-14d2-4d58-a497-f0208b200a5b\", \"5ea876de-6120-43c9-9107-1ee842ae5f1b\", \"cdbcb23f-dd06-47ab-a287-d5c2a4755250\", \"c2f3e0aa-5cb9-417c-b0b1-eedc4bdba4da\", \"d3e4052e-82f7-413f-96e4-b1c14d016688\", \"f6d5ce51-f760-4e3b-8e56-476b69ccdd43\", \"eeb3d016-d1a6-4b5d-868c-d42c92e6d2d9\", \"6d584cea-8631-42c8-9f63-88ae1931fe1a\"], \"total_duration\": 6229.0, \"total_sessions\": 11, \"mean_week_duration\": 36.641}, \"10444\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-03-13 03:44:47.000000+00:00\", \"2020-09-27 00:14:35.000000+00:00\"], \"session_ids\": [\"4ee7a0ab-4777-4cfd-9010-db2e47b5f96e\", \"4b9a80d6-f30f-4d01-8b6f-792f714ab3ce\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 6.333}, \"40371\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-19 22:45:26.000000+00:00\", \"2019-01-12 01:13:52.000000+00:00\", \"2021-03-27 09:32:47.000000+00:00\", \"2019-06-24 01:49:39.000000+00:00\", \"2020-09-09 08:08:00.000000+00:00\", \"2020-02-01 16:03:30.000000+00:00\", \"2019-07-30 11:49:07.000000+00:00\"], \"session_ids\": [\"96570ea7-df51-458d-acc2-078c52472371\", \"7e650202-58a6-458d-9886-2f6f67029915\", \"5ab29e87-cb8b-436e-9935-823f3c8de239\", \"1d7a91d6-be5d-4023-a737-226bcc6e0a06\", \"f7e14bed-e5ba-47ac-857b-81ca90024be9\", \"e3ccff01-86a1-45af-9cef-719b19b7235e\", \"6c081c5e-fb9a-4da8-a3bc-c00748e70138\"], \"total_duration\": 951.0, \"total_sessions\": 7, \"mean_week_duration\": 4.731}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Cairo, Mumbai, Oslo"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Cairo\", \"Mumbai\", \"Oslo\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide insights into 2 users with a total_duration that is = 248 , and perform sorting by site usage time per week in ascending order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"94102\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-05-13 04:19:31.000000+00:00\", \"2021-04-01 19:06:20.000000+00:00\", \"2022-08-05 08:35:44.000000+00:00\", \"2022-06-27 05:08:35.000000+00:00\", \"2021-03-14 12:41:53.000000+00:00\", \"2023-06-21 17:46:33.000000+00:00\", \"2021-01-17 13:34:42.000000+00:00\"], \"session_ids\": [\"1c7eea02-2851-494a-8f4d-30fb5e69b714\", \"14bbea4a-1129-4f49-98e5-c79ffa0ba22e\", \"5626e7e1-3f1d-4b48-bd67-8d148fe57d6a\", \"2fa916e6-8d4f-4ad0-ae15-7db1481c93d3\", \"fa8b2842-f809-4690-9dc1-39c60a440367\", \"d3279836-4199-49b4-86c4-913c1490f466\", \"7b7c449e-6b95-4584-b4b5-a45892a0054a\"], \"total_duration\": 124.0, \"total_sessions\": 7, \"mean_week_duration\": 0.976}, \"45277\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-01-28 23:14:13.000000+00:00\", \"2023-02-07 03:47:46.000000+00:00\", \"2020-03-24 00:31:59.000000+00:00\", \"2022-09-13 22:10:18.000000+00:00\", \"2020-07-27 06:23:38.000000+00:00\", \"2021-01-25 10:41:12.000000+00:00\"], \"session_ids\": [\"e8803480-883e-4ba3-b399-c6acd3f55f87\", \"532fe91b-b9b8-480b-830c-10f46bb982d6\", \"43407ae7-fd3f-48b8-b0eb-11592702b772\", \"6a0e62d2-8d68-44c7-af6a-963f85346762\", \"e2800e62-af65-4c63-baf6-eb0dfba7a76d\", \"078362f0-5941-4972-93ef-cb02d21c2bd2\"], \"total_duration\": 4994.0, \"total_sessions\": 6, \"mean_week_duration\": 31.608}, \"16774\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 10, \"Fallout Flow\": 1, \"Play Game Flow\": 6}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-10-20 21:51:54.000000+00:00\", \"2022-09-11 16:42:38.000000+00:00\"], \"session_ids\": [\"49cfdf08-0efd-4029-a0b2-30e51c69dc1d\", \"073513db-3ded-4844-a281-43567d7d6860\"], \"total_duration\": 452.0, \"total_sessions\": 2, \"mean_week_duration\": 4.566}, \"80494\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-01-14 15:55:28.000000+00:00\", \"2022-02-09 11:42:52.000000+00:00\", \"2019-09-01 08:08:51.000000+00:00\", \"2020-04-20 10:01:29.000000+00:00\"], \"session_ids\": [\"349d1d69-8e31-4d2a-9356-f807028d4558\", \"e7744225-7b41-4348-a2d9-f93bccd3c568\", \"49cd7402-3f0e-4761-8014-71f0a90d32a0\", \"f8a28749-88f2-4347-8b3b-546e528c963f\"], \"total_duration\": 560.0, \"total_sessions\": 4, \"mean_week_duration\": 3.182}, \"72722\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-04-17 20:58:52.000000+00:00\", \"2022-07-08 14:38:33.000000+00:00\", \"2021-03-16 16:03:58.000000+00:00\", \"2022-03-25 16:01:27.000000+00:00\", \"2020-12-18 18:40:17.000000+00:00\"], \"session_ids\": [\"bb328dca-d861-48c5-8947-ca1a4f593dbe\", \"8faab6c2-de2d-4a31-b689-1629a182c82d\", \"606c6175-023b-48c2-9ca2-65eb55739564\", \"317ee9b2-927e-4312-9def-84dc81935cf4\", \"b8cf0fa0-870c-4c60-9152-1045adbb329a\"], \"total_duration\": 80.0, \"total_sessions\": 5, \"mean_week_duration\": 0.656}, \"25466\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-05-10 00:20:14.000000+00:00\", \"2021-03-22 02:26:07.000000+00:00\"], \"session_ids\": [\"dde8779c-a1f2-4625-baff-e8b9ce6b4d1f\", \"4e5cd6ef-0c2c-451b-aaca-a18fac835d80\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.295}, \"90690\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 8, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-02-08 02:20:06.000000+00:00\", \"2022-04-26 12:58:52.000000+00:00\", \"2020-08-22 03:07:08.000000+00:00\", \"2022-08-10 10:23:51.000000+00:00\", \"2022-07-23 23:41:01.000000+00:00\", \"2022-01-23 02:23:32.000000+00:00\", \"2022-12-03 04:52:30.000000+00:00\"], \"session_ids\": [\"db115379-4e38-4fcb-b1ef-0b1ab95ebc5a\", \"f26071d1-ca4b-423a-b690-c3a7c081a117\", \"35a5242d-3cb3-4e28-ad98-a38bacdfd9da\", \"5a933433-078d-4a1d-b022-812eb460537a\", \"2b44d4d6-22c7-4128-af11-65fc0a64149b\", \"825d3b4a-2cdb-415b-a714-ba3896b4e746\", \"c2dae3a7-8b04-4dff-9806-731b7b6acef9\"], \"total_duration\": 5621.0, \"total_sessions\": 7, \"mean_week_duration\": 43.574}, \"73812\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-05-03 21:17:35.000000+00:00\", \"2023-05-21 12:16:30.000000+00:00\"], \"session_ids\": [\"e289c580-9924-43cb-93b1-fcae8bcf14fa\", \"4a1562ae-460f-48ab-b1d3-322a16ab19cf\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 22.0}, \"21497\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-04-05 22:13:15.000000+00:00\", \"2019-12-15 20:57:34.000000+00:00\"], \"session_ids\": [\"8b8f594d-a720-460b-8b48-fbfdb1ec9098\", \"a80ff8ab-7423-4fb7-81df-c8aae2435a30\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.215}, \"32997\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"New York City\", \"datetimes\": [\"2019-06-11 10:08:30.000000+00:00\", \"2022-02-16 16:55:29.000000+00:00\", \"2019-03-29 00:26:51.000000+00:00\", \"2022-07-03 07:29:32.000000+00:00\"], \"session_ids\": [\"e85ec632-ab17-4dac-ae27-7bd42651864a\", \"5d8a067a-19dd-4d8a-a6be-5432118972e7\", \"307692f3-c6cc-4856-ac29-ba71877e4977\", \"46234781-2e1a-4175-9057-7d8102e1f9fd\"], \"total_duration\": 192.0, \"total_sessions\": 4, \"mean_week_duration\": 1.123}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are 248"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"==\"]]}, \"all_values\": {\"total_duration\": [[248, 2953]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display to me 2 users pieces of information who aren't inhabitants of cities Copenhagen, Prague, Santo Domingo, Dubai, Berlin, Ho Chi Minh City , moreover implement sorting by total sessoins count form the highest to the lowest."
}
] |
[
{
"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{\"38557\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-02-02 05:04:52.000000+00:00\", \"2022-02-26 21:57:24.000000+00:00\"], \"session_ids\": [\"c37ba9f4-0c7f-45c8-8901-1fde1ec3bd6f\", \"ff1c5355-e990-469e-9e62-8849c8fbf647\"], \"total_duration\": 170.0, \"total_sessions\": 2, \"mean_week_duration\": 3.036}, \"97559\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-02-10 23:13:48.000000+00:00\", \"2021-01-22 08:39:54.000000+00:00\", \"2020-12-13 12:20:25.000000+00:00\"], \"session_ids\": [\"7d748295-9406-414e-982a-2e03d87bc797\", \"068b8296-159a-4a36-af18-18c1bf22976b\", \"aab8721f-9369-434f-ad97-ad0eb0fd6d82\"], \"total_duration\": 35.0, \"total_sessions\": 3, \"mean_week_duration\": 0.343}, \"38536\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-04-24 08:41:38.000000+00:00\", \"2023-02-21 06:51:34.000000+00:00\"], \"session_ids\": [\"1a619542-43b0-4dc4-a73c-ce50a0695cae\", \"e8457d33-8cb2-4c37-886f-60fe97df87bf\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 32.667}, \"24814\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-06-14 23:06:41.000000+00:00\", \"2022-03-10 20:01:08.000000+00:00\"], \"session_ids\": [\"2cf43a2a-61bb-485d-b41b-733f4026d1d2\", \"481637d1-e712-40e6-8162-d6f81f54fd0f\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.231}, \"72741\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-02-19 19:21:39.000000+00:00\", \"2021-02-11 13:57:36.000000+00:00\"], \"session_ids\": [\"d0901a8d-dddb-409a-a260-0310a11da5d3\", \"a9b3cbbe-f696-439a-85f9-cc472f2e8cdc\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 2.216}, \"7845\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-05-29 12:32:54.000000+00:00\", \"2020-04-02 01:51:54.000000+00:00\"], \"session_ids\": [\"317c7f5c-ad93-4ad9-b881-d64ea6d194b8\", \"4eb81e6f-324f-4559-9aad-088d462490f8\"], \"total_duration\": 250.0, \"total_sessions\": 2, \"mean_week_duration\": 2.212}, \"9212\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-03-17 03:59:19.000000+00:00\", \"2020-11-04 09:29:53.000000+00:00\"], \"session_ids\": [\"5e559f53-0588-417d-afda-1db3f62b0797\", \"6081f43b-946e-4cd1-bbf9-40b172928f61\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.209}, \"72105\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-07-06 18:09:19.000000+00:00\", \"2021-09-15 17:10:49.000000+00:00\", \"2021-06-10 21:37:25.000000+00:00\", \"2020-05-26 01:27:47.000000+00:00\", \"2019-05-06 18:41:58.000000+00:00\", \"2022-06-08 06:39:47.000000+00:00\", \"2021-11-12 16:18:48.000000+00:00\", \"2019-08-01 20:12:21.000000+00:00\", \"2019-07-02 21:44:58.000000+00:00\", \"2022-07-31 18:27:54.000000+00:00\"], \"session_ids\": [\"fb32c5bf-b1fd-437c-9b15-f994b7f02a27\", \"4036fbcf-3687-4f59-a671-353be8535d92\", \"39b63df0-8356-4058-8085-28ae06735807\", \"c8b27fe6-0f7d-4a59-9a4d-49870da35965\", \"94f7679b-a6ac-4e0f-9a0d-7665e2d0e994\", \"974627f4-f119-4c9a-89a4-e4dc6c88f5cc\", \"d3fea99d-9ab6-414e-abbb-d0e343be5b2a\", \"24744892-9fcd-4f77-a178-a98ab1b27428\", \"e5a87039-24b5-44fe-9097-796b270f1b97\", \"cc586149-81ed-4379-8070-9377c61e742b\"], \"total_duration\": 237.0, \"total_sessions\": 10, \"mean_week_duration\": 1.402}, \"84269\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-15 06:10:51.000000+00:00\", \"2019-01-23 03:14:28.000000+00:00\"], \"session_ids\": [\"1f57c0d7-ac9e-4c48-b03e-46d7da86af06\", \"759fefc0-4112-4f1c-a0c2-4674ed32a827\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 2.818}, \"56304\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-02-13 06:22:21.000000+00:00\", \"2021-02-01 08:21:21.000000+00:00\", \"2020-10-16 14:49:30.000000+00:00\"], \"session_ids\": [\"3213b01b-b038-4d6e-a34e-7ac182eacf75\", \"5a987d9a-7711-41dd-9760-551133cfe1b4\", \"112186b9-9b88-42ae-b4fd-8fb16a54b6d3\"], \"total_duration\": 249.0, \"total_sessions\": 3, \"mean_week_duration\": 14.647}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are not Copenhagen, Prague, Santo Domingo, Dubai, Berlin, Ho Chi Minh City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Copenhagen\", \"Prague\", \"Santo Domingo\", \"Dubai\", \"Berlin\", \"Ho Chi Minh City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"38557\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-02-02 05:04:52.000000+00:00\", \"2022-02-26 21:57:24.000000+00:00\"], \"session_ids\": [\"c37ba9f4-0c7f-45c8-8901-1fde1ec3bd6f\", \"ff1c5355-e990-469e-9e62-8849c8fbf647\"], \"total_duration\": 170.0, \"total_sessions\": 2, \"mean_week_duration\": 3.036}, \"97559\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-02-10 23:13:48.000000+00:00\", \"2021-01-22 08:39:54.000000+00:00\", \"2020-12-13 12:20:25.000000+00:00\"], \"session_ids\": [\"7d748295-9406-414e-982a-2e03d87bc797\", \"068b8296-159a-4a36-af18-18c1bf22976b\", \"aab8721f-9369-434f-ad97-ad0eb0fd6d82\"], \"total_duration\": 35.0, \"total_sessions\": 3, \"mean_week_duration\": 0.343}, \"38536\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-04-24 08:41:38.000000+00:00\", \"2023-02-21 06:51:34.000000+00:00\"], \"session_ids\": [\"1a619542-43b0-4dc4-a73c-ce50a0695cae\", \"e8457d33-8cb2-4c37-886f-60fe97df87bf\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 32.667}, \"72741\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-02-19 19:21:39.000000+00:00\", \"2021-02-11 13:57:36.000000+00:00\"], \"session_ids\": [\"d0901a8d-dddb-409a-a260-0310a11da5d3\", \"a9b3cbbe-f696-439a-85f9-cc472f2e8cdc\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 2.216}, \"7845\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-05-29 12:32:54.000000+00:00\", \"2020-04-02 01:51:54.000000+00:00\"], \"session_ids\": [\"317c7f5c-ad93-4ad9-b881-d64ea6d194b8\", \"4eb81e6f-324f-4559-9aad-088d462490f8\"], \"total_duration\": 250.0, \"total_sessions\": 2, \"mean_week_duration\": 2.212}, \"72105\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-07-06 18:09:19.000000+00:00\", \"2021-09-15 17:10:49.000000+00:00\", \"2021-06-10 21:37:25.000000+00:00\", \"2020-05-26 01:27:47.000000+00:00\", \"2019-05-06 18:41:58.000000+00:00\", \"2022-06-08 06:39:47.000000+00:00\", \"2021-11-12 16:18:48.000000+00:00\", \"2019-08-01 20:12:21.000000+00:00\", \"2019-07-02 21:44:58.000000+00:00\", \"2022-07-31 18:27:54.000000+00:00\"], \"session_ids\": [\"fb32c5bf-b1fd-437c-9b15-f994b7f02a27\", \"4036fbcf-3687-4f59-a671-353be8535d92\", \"39b63df0-8356-4058-8085-28ae06735807\", \"c8b27fe6-0f7d-4a59-9a4d-49870da35965\", \"94f7679b-a6ac-4e0f-9a0d-7665e2d0e994\", \"974627f4-f119-4c9a-89a4-e4dc6c88f5cc\", \"d3fea99d-9ab6-414e-abbb-d0e343be5b2a\", \"24744892-9fcd-4f77-a178-a98ab1b27428\", \"e5a87039-24b5-44fe-9097-796b270f1b97\", \"cc586149-81ed-4379-8070-9377c61e742b\"], \"total_duration\": 237.0, \"total_sessions\": 10, \"mean_week_duration\": 1.402}, \"84269\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-15 06:10:51.000000+00:00\", \"2019-01-23 03:14:28.000000+00:00\"], \"session_ids\": [\"1f57c0d7-ac9e-4c48-b03e-46d7da86af06\", \"759fefc0-4112-4f1c-a0c2-4674ed32a827\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 2.818}, \"56304\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-02-13 06:22:21.000000+00:00\", \"2021-02-01 08:21:21.000000+00:00\", \"2020-10-16 14:49:30.000000+00:00\"], \"session_ids\": [\"3213b01b-b038-4d6e-a34e-7ac182eacf75\", \"5a987d9a-7711-41dd-9760-551133cfe1b4\", \"112186b9-9b88-42ae-b4fd-8fb16a54b6d3\"], \"total_duration\": 249.0, \"total_sessions\": 3, \"mean_week_duration\": 14.647}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"72105\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-07-06 18:09:19.000000+00:00\", \"2021-09-15 17:10:49.000000+00:00\", \"2021-06-10 21:37:25.000000+00:00\", \"2020-05-26 01:27:47.000000+00:00\", \"2019-05-06 18:41:58.000000+00:00\", \"2022-06-08 06:39:47.000000+00:00\", \"2021-11-12 16:18:48.000000+00:00\", \"2019-08-01 20:12:21.000000+00:00\", \"2019-07-02 21:44:58.000000+00:00\", \"2022-07-31 18:27:54.000000+00:00\"], \"session_ids\": [\"fb32c5bf-b1fd-437c-9b15-f994b7f02a27\", \"4036fbcf-3687-4f59-a671-353be8535d92\", \"39b63df0-8356-4058-8085-28ae06735807\", \"c8b27fe6-0f7d-4a59-9a4d-49870da35965\", \"94f7679b-a6ac-4e0f-9a0d-7665e2d0e994\", \"974627f4-f119-4c9a-89a4-e4dc6c88f5cc\", \"d3fea99d-9ab6-414e-abbb-d0e343be5b2a\", \"24744892-9fcd-4f77-a178-a98ab1b27428\", \"e5a87039-24b5-44fe-9097-796b270f1b97\", \"cc586149-81ed-4379-8070-9377c61e742b\"], \"total_duration\": 237.0, \"total_sessions\": 10, \"mean_week_duration\": 1.402}}, {\"97559\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-02-10 23:13:48.000000+00:00\", \"2021-01-22 08:39:54.000000+00:00\", \"2020-12-13 12:20:25.000000+00:00\"], \"session_ids\": [\"7d748295-9406-414e-982a-2e03d87bc797\", \"068b8296-159a-4a36-af18-18c1bf22976b\", \"aab8721f-9369-434f-ad97-ad0eb0fd6d82\"], \"total_duration\": 35.0, \"total_sessions\": 3, \"mean_week_duration\": 0.343}}, {\"56304\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-02-13 06:22:21.000000+00:00\", \"2021-02-01 08:21:21.000000+00:00\", \"2020-10-16 14:49:30.000000+00:00\"], \"session_ids\": [\"3213b01b-b038-4d6e-a34e-7ac182eacf75\", \"5a987d9a-7711-41dd-9760-551133cfe1b4\", \"112186b9-9b88-42ae-b4fd-8fb16a54b6d3\"], \"total_duration\": 249.0, \"total_sessions\": 3, \"mean_week_duration\": 14.647}}, {\"38557\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-02-02 05:04:52.000000+00:00\", \"2022-02-26 21:57:24.000000+00:00\"], \"session_ids\": [\"c37ba9f4-0c7f-45c8-8901-1fde1ec3bd6f\", \"ff1c5355-e990-469e-9e62-8849c8fbf647\"], \"total_duration\": 170.0, \"total_sessions\": 2, \"mean_week_duration\": 3.036}}, {\"38536\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-04-24 08:41:38.000000+00:00\", \"2023-02-21 06:51:34.000000+00:00\"], \"session_ids\": [\"1a619542-43b0-4dc4-a73c-ce50a0695cae\", \"e8457d33-8cb2-4c37-886f-60fe97df87bf\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 32.667}}, {\"72741\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-02-19 19:21:39.000000+00:00\", \"2021-02-11 13:57:36.000000+00:00\"], \"session_ids\": [\"d0901a8d-dddb-409a-a260-0310a11da5d3\", \"a9b3cbbe-f696-439a-85f9-cc472f2e8cdc\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 2.216}}, {\"7845\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-05-29 12:32:54.000000+00:00\", \"2020-04-02 01:51:54.000000+00:00\"], \"session_ids\": [\"317c7f5c-ad93-4ad9-b881-d64ea6d194b8\", \"4eb81e6f-324f-4559-9aad-088d462490f8\"], \"total_duration\": 250.0, \"total_sessions\": 2, \"mean_week_duration\": 2.212}}, {\"84269\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-15 06:10:51.000000+00:00\", \"2019-01-23 03:14:28.000000+00:00\"], \"session_ids\": [\"1f57c0d7-ac9e-4c48-b03e-46d7da86af06\", \"759fefc0-4112-4f1c-a0c2-4674ed32a827\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 2.818}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"72105\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-07-06 18:09:19.000000+00:00\", \"2021-09-15 17:10:49.000000+00:00\", \"2021-06-10 21:37:25.000000+00:00\", \"2020-05-26 01:27:47.000000+00:00\", \"2019-05-06 18:41:58.000000+00:00\", \"2022-06-08 06:39:47.000000+00:00\", \"2021-11-12 16:18:48.000000+00:00\", \"2019-08-01 20:12:21.000000+00:00\", \"2019-07-02 21:44:58.000000+00:00\", \"2022-07-31 18:27:54.000000+00:00\"], \"session_ids\": [\"fb32c5bf-b1fd-437c-9b15-f994b7f02a27\", \"4036fbcf-3687-4f59-a671-353be8535d92\", \"39b63df0-8356-4058-8085-28ae06735807\", \"c8b27fe6-0f7d-4a59-9a4d-49870da35965\", \"94f7679b-a6ac-4e0f-9a0d-7665e2d0e994\", \"974627f4-f119-4c9a-89a4-e4dc6c88f5cc\", \"d3fea99d-9ab6-414e-abbb-d0e343be5b2a\", \"24744892-9fcd-4f77-a178-a98ab1b27428\", \"e5a87039-24b5-44fe-9097-796b270f1b97\", \"cc586149-81ed-4379-8070-9377c61e742b\"], \"total_duration\": 237.0, \"total_sessions\": 10, \"mean_week_duration\": 1.402}}, {\"97559\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-02-10 23:13:48.000000+00:00\", \"2021-01-22 08:39:54.000000+00:00\", \"2020-12-13 12:20:25.000000+00:00\"], \"session_ids\": [\"7d748295-9406-414e-982a-2e03d87bc797\", \"068b8296-159a-4a36-af18-18c1bf22976b\", \"aab8721f-9369-434f-ad97-ad0eb0fd6d82\"], \"total_duration\": 35.0, \"total_sessions\": 3, \"mean_week_duration\": 0.343}}]\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[{\"72105\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-07-06 18:09:19.000000+00:00\", \"2021-09-15 17:10:49.000000+00:00\", \"2021-06-10 21:37:25.000000+00:00\", \"2020-05-26 01:27:47.000000+00:00\", \"2019-05-06 18:41:58.000000+00:00\", \"2022-06-08 06:39:47.000000+00:00\", \"2021-11-12 16:18:48.000000+00:00\", \"2019-08-01 20:12:21.000000+00:00\", \"2019-07-02 21:44:58.000000+00:00\", \"2022-07-31 18:27:54.000000+00:00\"], \"session_ids\": [\"fb32c5bf-b1fd-437c-9b15-f994b7f02a27\", \"4036fbcf-3687-4f59-a671-353be8535d92\", \"39b63df0-8356-4058-8085-28ae06735807\", \"c8b27fe6-0f7d-4a59-9a4d-49870da35965\", \"94f7679b-a6ac-4e0f-9a0d-7665e2d0e994\", \"974627f4-f119-4c9a-89a4-e4dc6c88f5cc\", \"d3fea99d-9ab6-414e-abbb-d0e343be5b2a\", \"24744892-9fcd-4f77-a178-a98ab1b27428\", \"e5a87039-24b5-44fe-9097-796b270f1b97\", \"cc586149-81ed-4379-8070-9377c61e742b\"], \"total_duration\": 237.0, \"total_sessions\": 10, \"mean_week_duration\": 1.402}}, {\"97559\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-02-10 23:13:48.000000+00:00\", \"2021-01-22 08:39:54.000000+00:00\", \"2020-12-13 12:20:25.000000+00:00\"], \"session_ids\": [\"7d748295-9406-414e-982a-2e03d87bc797\", \"068b8296-159a-4a36-af18-18c1bf22976b\", \"aab8721f-9369-434f-ad97-ad0eb0fd6d82\"], \"total_duration\": 35.0, \"total_sessions\": 3, \"mean_week_duration\": 0.343}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about users who are not living in city Lisbon + sort by city name 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{\"45595\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-03-18 20:30:33.000000+00:00\", \"2021-05-11 22:53:22.000000+00:00\"], \"session_ids\": [\"3d90d5d1-d4a6-4702-9185-66b3600c4dea\", \"bca829fd-62bf-4c81-8167-7a9acd465ae7\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 4.833}, \"83991\": {\"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\": \"Jakarta\", \"datetimes\": [\"2020-12-14 00:26:23.000000+00:00\", \"2023-05-08 20:46:11.000000+00:00\"], \"session_ids\": [\"540b7d4b-b3c2-4be4-98c9-c9fbe5d6cf14\", \"41f88b3e-abbb-4efc-a5e7-34b0f0b36972\"], \"total_duration\": 464.0, \"total_sessions\": 2, \"mean_week_duration\": 3.712}, \"63249\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-06-29 05:20:13.000000+00:00\", \"2023-04-15 04:09:40.000000+00:00\"], \"session_ids\": [\"928eac86-1ac9-4351-83df-5b6e267a63c9\", \"d9180eb4-686b-43f4-855b-ae5863b417e4\"], \"total_duration\": 263.0, \"total_sessions\": 2, \"mean_week_duration\": 23.909}, \"11733\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-09-14 05:16:37.000000+00:00\", \"2022-02-27 23:43:37.000000+00:00\"], \"session_ids\": [\"74776ac0-5dc4-4a71-8a5c-c4ef891f633c\", \"83baeb55-443e-4411-9f41-e75e5d1d4fc3\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.711}, \"33001\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-25 13:58:04.000000+00:00\", \"2021-04-09 14:16:46.000000+00:00\"], \"session_ids\": [\"c5ce7857-e3f1-4927-acb1-c5dc6ee5e569\", \"b311f58e-bda9-4bb3-b48a-9fd47a3d3c78\"], \"total_duration\": 434.0, \"total_sessions\": 2, \"mean_week_duration\": 6.382}, \"15592\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-04-20 01:50:37.000000+00:00\", \"2022-03-25 10:28:21.000000+00:00\", \"2021-11-08 05:17:55.000000+00:00\"], \"session_ids\": [\"f0c61bae-c84f-4c61-a817-a3abdba362d3\", \"0115b85d-f579-4a74-806f-a620ce21c6ab\", \"23adaf7a-1175-4228-86e2-9cb921a4026f\"], \"total_duration\": 67.0, \"total_sessions\": 3, \"mean_week_duration\": 0.663}, \"85097\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 4, \"Fallout Flow\": 4}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-11-02 15:34:50.000000+00:00\", \"2021-02-10 06:32:15.000000+00:00\", \"2019-11-08 07:59:21.000000+00:00\", \"2021-05-06 11:24:13.000000+00:00\", \"2022-09-22 04:11:48.000000+00:00\", \"2022-04-09 09:12:14.000000+00:00\", \"2021-05-27 13:13:20.000000+00:00\", \"2021-12-10 17:07:52.000000+00:00\", \"2023-03-18 11:36:32.000000+00:00\"], \"session_ids\": [\"6d3a9e8f-3ea2-47df-b9de-2d947d378ddd\", \"d5661afb-762a-4ef2-ba96-5c5c11f618bb\", \"30dd297d-24c2-459e-8d4c-5bd843aaeca8\", \"fc89b757-0b44-49c3-910e-f7148ecace67\", \"4295435b-1660-4423-9d18-61305a81ebae\", \"7f08deba-34f3-4e86-8ea6-9f7573e5b0c6\", \"58573401-8513-4551-aa3d-de43d56aeb42\", \"dcc5eb28-f567-4755-91af-5e9ccd851d2f\", \"f6a4660b-2f75-4e07-9f36-5e0cef5636f7\"], \"total_duration\": 8511.0, \"total_sessions\": 9, \"mean_week_duration\": 48.358}, \"85856\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-28 17:22:56.000000+00:00\", \"2022-07-26 21:16:51.000000+00:00\"], \"session_ids\": [\"74b1b6c3-83df-45c5-bd4d-c5a3ac7f1461\", \"28caedc0-c4b3-4d2c-bcc1-5fbd38e1abfd\"], \"total_duration\": 415.0, \"total_sessions\": 2, \"mean_week_duration\": 3.402}, \"57778\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-04-29 02:00:50.000000+00:00\", \"2022-05-02 01:57:59.000000+00:00\", \"2020-10-09 04:41:03.000000+00:00\", \"2020-08-19 06:38:32.000000+00:00\", \"2020-04-28 21:30:04.000000+00:00\", \"2022-04-27 02:32:41.000000+00:00\", \"2022-07-20 03:13:25.000000+00:00\", \"2020-12-07 18:19:04.000000+00:00\", \"2021-06-28 06:35:00.000000+00:00\"], \"session_ids\": [\"10f15682-039e-4977-8c5e-4a9ed6c72eb4\", \"cb745760-b223-4b57-9bbd-8ebb656b1799\", \"30ca464f-a9f5-4de9-aba6-0572aa57eef3\", \"e3b4297a-621e-4a34-9a88-89a23ee7b73b\", \"80392126-6c10-462a-b1f3-8765b6796d5d\", \"b2b8d953-0fb3-452b-b602-002436fa1f0e\", \"f95fdd5a-7270-4dc4-88ed-75199db851fd\", \"bb9ea8fc-dd01-48b1-a4be-3a9c8736ffee\", \"d724e8bf-0f74-4d5a-bcd7-eb86492c5e03\"], \"total_duration\": 1012.0, \"total_sessions\": 9, \"mean_week_duration\": 5.988}, \"77072\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-05-13 23:18:39.000000+00:00\", \"2022-06-16 06:11:38.000000+00:00\", \"2019-01-26 09:01:16.000000+00:00\", \"2022-05-26 06:56:11.000000+00:00\", \"2021-01-16 17:54:28.000000+00:00\", \"2019-05-04 13:09:29.000000+00:00\", \"2019-04-26 01:12:54.000000+00:00\"], \"session_ids\": [\"2899683f-760f-4867-aa95-ed56bfdf3a68\", \"51f781b9-33fc-4fee-80f6-e9792b9af289\", \"ee0cbd14-ae05-4576-95ba-d34f6bec7ee5\", \"40f9b37e-b467-4339-91f3-efe083f9a4db\", \"e3497ed4-c68c-41da-9ad5-adb51e70c029\", \"df00085b-109f-466c-bf39-9aa4ef918050\", \"f26bb05c-9d14-47dd-a0a0-bb59486e3720\"], \"total_duration\": 11189.0, \"total_sessions\": 7, \"mean_week_duration\": 63.215}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not Lisbon"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Lisbon\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"45595\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-03-18 20:30:33.000000+00:00\", \"2021-05-11 22:53:22.000000+00:00\"], \"session_ids\": [\"3d90d5d1-d4a6-4702-9185-66b3600c4dea\", \"bca829fd-62bf-4c81-8167-7a9acd465ae7\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 4.833}, \"83991\": {\"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\": \"Jakarta\", \"datetimes\": [\"2020-12-14 00:26:23.000000+00:00\", \"2023-05-08 20:46:11.000000+00:00\"], \"session_ids\": [\"540b7d4b-b3c2-4be4-98c9-c9fbe5d6cf14\", \"41f88b3e-abbb-4efc-a5e7-34b0f0b36972\"], \"total_duration\": 464.0, \"total_sessions\": 2, \"mean_week_duration\": 3.712}, \"63249\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-06-29 05:20:13.000000+00:00\", \"2023-04-15 04:09:40.000000+00:00\"], \"session_ids\": [\"928eac86-1ac9-4351-83df-5b6e267a63c9\", \"d9180eb4-686b-43f4-855b-ae5863b417e4\"], \"total_duration\": 263.0, \"total_sessions\": 2, \"mean_week_duration\": 23.909}, \"11733\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-09-14 05:16:37.000000+00:00\", \"2022-02-27 23:43:37.000000+00:00\"], \"session_ids\": [\"74776ac0-5dc4-4a71-8a5c-c4ef891f633c\", \"83baeb55-443e-4411-9f41-e75e5d1d4fc3\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.711}, \"33001\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-25 13:58:04.000000+00:00\", \"2021-04-09 14:16:46.000000+00:00\"], \"session_ids\": [\"c5ce7857-e3f1-4927-acb1-c5dc6ee5e569\", \"b311f58e-bda9-4bb3-b48a-9fd47a3d3c78\"], \"total_duration\": 434.0, \"total_sessions\": 2, \"mean_week_duration\": 6.382}, \"15592\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-04-20 01:50:37.000000+00:00\", \"2022-03-25 10:28:21.000000+00:00\", \"2021-11-08 05:17:55.000000+00:00\"], \"session_ids\": [\"f0c61bae-c84f-4c61-a817-a3abdba362d3\", \"0115b85d-f579-4a74-806f-a620ce21c6ab\", \"23adaf7a-1175-4228-86e2-9cb921a4026f\"], \"total_duration\": 67.0, \"total_sessions\": 3, \"mean_week_duration\": 0.663}, \"85097\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 4, \"Fallout Flow\": 4}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-11-02 15:34:50.000000+00:00\", \"2021-02-10 06:32:15.000000+00:00\", \"2019-11-08 07:59:21.000000+00:00\", \"2021-05-06 11:24:13.000000+00:00\", \"2022-09-22 04:11:48.000000+00:00\", \"2022-04-09 09:12:14.000000+00:00\", \"2021-05-27 13:13:20.000000+00:00\", \"2021-12-10 17:07:52.000000+00:00\", \"2023-03-18 11:36:32.000000+00:00\"], \"session_ids\": [\"6d3a9e8f-3ea2-47df-b9de-2d947d378ddd\", \"d5661afb-762a-4ef2-ba96-5c5c11f618bb\", \"30dd297d-24c2-459e-8d4c-5bd843aaeca8\", \"fc89b757-0b44-49c3-910e-f7148ecace67\", \"4295435b-1660-4423-9d18-61305a81ebae\", \"7f08deba-34f3-4e86-8ea6-9f7573e5b0c6\", \"58573401-8513-4551-aa3d-de43d56aeb42\", \"dcc5eb28-f567-4755-91af-5e9ccd851d2f\", \"f6a4660b-2f75-4e07-9f36-5e0cef5636f7\"], \"total_duration\": 8511.0, \"total_sessions\": 9, \"mean_week_duration\": 48.358}, \"85856\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-28 17:22:56.000000+00:00\", \"2022-07-26 21:16:51.000000+00:00\"], \"session_ids\": [\"74b1b6c3-83df-45c5-bd4d-c5a3ac7f1461\", \"28caedc0-c4b3-4d2c-bcc1-5fbd38e1abfd\"], \"total_duration\": 415.0, \"total_sessions\": 2, \"mean_week_duration\": 3.402}, \"57778\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-04-29 02:00:50.000000+00:00\", \"2022-05-02 01:57:59.000000+00:00\", \"2020-10-09 04:41:03.000000+00:00\", \"2020-08-19 06:38:32.000000+00:00\", \"2020-04-28 21:30:04.000000+00:00\", \"2022-04-27 02:32:41.000000+00:00\", \"2022-07-20 03:13:25.000000+00:00\", \"2020-12-07 18:19:04.000000+00:00\", \"2021-06-28 06:35:00.000000+00:00\"], \"session_ids\": [\"10f15682-039e-4977-8c5e-4a9ed6c72eb4\", \"cb745760-b223-4b57-9bbd-8ebb656b1799\", \"30ca464f-a9f5-4de9-aba6-0572aa57eef3\", \"e3b4297a-621e-4a34-9a88-89a23ee7b73b\", \"80392126-6c10-462a-b1f3-8765b6796d5d\", \"b2b8d953-0fb3-452b-b602-002436fa1f0e\", \"f95fdd5a-7270-4dc4-88ed-75199db851fd\", \"bb9ea8fc-dd01-48b1-a4be-3a9c8736ffee\", \"d724e8bf-0f74-4d5a-bcd7-eb86492c5e03\"], \"total_duration\": 1012.0, \"total_sessions\": 9, \"mean_week_duration\": 5.988}, \"77072\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-05-13 23:18:39.000000+00:00\", \"2022-06-16 06:11:38.000000+00:00\", \"2019-01-26 09:01:16.000000+00:00\", \"2022-05-26 06:56:11.000000+00:00\", \"2021-01-16 17:54:28.000000+00:00\", \"2019-05-04 13:09:29.000000+00:00\", \"2019-04-26 01:12:54.000000+00:00\"], \"session_ids\": [\"2899683f-760f-4867-aa95-ed56bfdf3a68\", \"51f781b9-33fc-4fee-80f6-e9792b9af289\", \"ee0cbd14-ae05-4576-95ba-d34f6bec7ee5\", \"40f9b37e-b467-4339-91f3-efe083f9a4db\", \"e3497ed4-c68c-41da-9ad5-adb51e70c029\", \"df00085b-109f-466c-bf39-9aa4ef918050\", \"f26bb05c-9d14-47dd-a0a0-bb59486e3720\"], \"total_duration\": 11189.0, \"total_sessions\": 7, \"mean_week_duration\": 63.215}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"77072\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-05-13 23:18:39.000000+00:00\", \"2022-06-16 06:11:38.000000+00:00\", \"2019-01-26 09:01:16.000000+00:00\", \"2022-05-26 06:56:11.000000+00:00\", \"2021-01-16 17:54:28.000000+00:00\", \"2019-05-04 13:09:29.000000+00:00\", \"2019-04-26 01:12:54.000000+00:00\"], \"session_ids\": [\"2899683f-760f-4867-aa95-ed56bfdf3a68\", \"51f781b9-33fc-4fee-80f6-e9792b9af289\", \"ee0cbd14-ae05-4576-95ba-d34f6bec7ee5\", \"40f9b37e-b467-4339-91f3-efe083f9a4db\", \"e3497ed4-c68c-41da-9ad5-adb51e70c029\", \"df00085b-109f-466c-bf39-9aa4ef918050\", \"f26bb05c-9d14-47dd-a0a0-bb59486e3720\"], \"total_duration\": 11189.0, \"total_sessions\": 7, \"mean_week_duration\": 63.215}}, {\"63249\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-06-29 05:20:13.000000+00:00\", \"2023-04-15 04:09:40.000000+00:00\"], \"session_ids\": [\"928eac86-1ac9-4351-83df-5b6e267a63c9\", \"d9180eb4-686b-43f4-855b-ae5863b417e4\"], \"total_duration\": 263.0, \"total_sessions\": 2, \"mean_week_duration\": 23.909}}, {\"85856\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-28 17:22:56.000000+00:00\", \"2022-07-26 21:16:51.000000+00:00\"], \"session_ids\": [\"74b1b6c3-83df-45c5-bd4d-c5a3ac7f1461\", \"28caedc0-c4b3-4d2c-bcc1-5fbd38e1abfd\"], \"total_duration\": 415.0, \"total_sessions\": 2, \"mean_week_duration\": 3.402}}, {\"33001\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-25 13:58:04.000000+00:00\", \"2021-04-09 14:16:46.000000+00:00\"], \"session_ids\": [\"c5ce7857-e3f1-4927-acb1-c5dc6ee5e569\", \"b311f58e-bda9-4bb3-b48a-9fd47a3d3c78\"], \"total_duration\": 434.0, \"total_sessions\": 2, \"mean_week_duration\": 6.382}}, {\"83991\": {\"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\": \"Jakarta\", \"datetimes\": [\"2020-12-14 00:26:23.000000+00:00\", \"2023-05-08 20:46:11.000000+00:00\"], \"session_ids\": [\"540b7d4b-b3c2-4be4-98c9-c9fbe5d6cf14\", \"41f88b3e-abbb-4efc-a5e7-34b0f0b36972\"], \"total_duration\": 464.0, \"total_sessions\": 2, \"mean_week_duration\": 3.712}}, {\"15592\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-04-20 01:50:37.000000+00:00\", \"2022-03-25 10:28:21.000000+00:00\", \"2021-11-08 05:17:55.000000+00:00\"], \"session_ids\": [\"f0c61bae-c84f-4c61-a817-a3abdba362d3\", \"0115b85d-f579-4a74-806f-a620ce21c6ab\", \"23adaf7a-1175-4228-86e2-9cb921a4026f\"], \"total_duration\": 67.0, \"total_sessions\": 3, \"mean_week_duration\": 0.663}}, {\"45595\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-03-18 20:30:33.000000+00:00\", \"2021-05-11 22:53:22.000000+00:00\"], \"session_ids\": [\"3d90d5d1-d4a6-4702-9185-66b3600c4dea\", \"bca829fd-62bf-4c81-8167-7a9acd465ae7\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 4.833}}, {\"11733\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-09-14 05:16:37.000000+00:00\", \"2022-02-27 23:43:37.000000+00:00\"], \"session_ids\": [\"74776ac0-5dc4-4a71-8a5c-c4ef891f633c\", \"83baeb55-443e-4411-9f41-e75e5d1d4fc3\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.711}}, {\"57778\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-04-29 02:00:50.000000+00:00\", \"2022-05-02 01:57:59.000000+00:00\", \"2020-10-09 04:41:03.000000+00:00\", \"2020-08-19 06:38:32.000000+00:00\", \"2020-04-28 21:30:04.000000+00:00\", \"2022-04-27 02:32:41.000000+00:00\", \"2022-07-20 03:13:25.000000+00:00\", \"2020-12-07 18:19:04.000000+00:00\", \"2021-06-28 06:35:00.000000+00:00\"], \"session_ids\": [\"10f15682-039e-4977-8c5e-4a9ed6c72eb4\", \"cb745760-b223-4b57-9bbd-8ebb656b1799\", \"30ca464f-a9f5-4de9-aba6-0572aa57eef3\", \"e3b4297a-621e-4a34-9a88-89a23ee7b73b\", \"80392126-6c10-462a-b1f3-8765b6796d5d\", \"b2b8d953-0fb3-452b-b602-002436fa1f0e\", \"f95fdd5a-7270-4dc4-88ed-75199db851fd\", \"bb9ea8fc-dd01-48b1-a4be-3a9c8736ffee\", \"d724e8bf-0f74-4d5a-bcd7-eb86492c5e03\"], \"total_duration\": 1012.0, \"total_sessions\": 9, \"mean_week_duration\": 5.988}}, {\"85097\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 4, \"Fallout Flow\": 4}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-11-02 15:34:50.000000+00:00\", \"2021-02-10 06:32:15.000000+00:00\", \"2019-11-08 07:59:21.000000+00:00\", \"2021-05-06 11:24:13.000000+00:00\", \"2022-09-22 04:11:48.000000+00:00\", \"2022-04-09 09:12:14.000000+00:00\", \"2021-05-27 13:13:20.000000+00:00\", \"2021-12-10 17:07:52.000000+00:00\", \"2023-03-18 11:36:32.000000+00:00\"], \"session_ids\": [\"6d3a9e8f-3ea2-47df-b9de-2d947d378ddd\", \"d5661afb-762a-4ef2-ba96-5c5c11f618bb\", \"30dd297d-24c2-459e-8d4c-5bd843aaeca8\", \"fc89b757-0b44-49c3-910e-f7148ecace67\", \"4295435b-1660-4423-9d18-61305a81ebae\", \"7f08deba-34f3-4e86-8ea6-9f7573e5b0c6\", \"58573401-8513-4551-aa3d-de43d56aeb42\", \"dcc5eb28-f567-4755-91af-5e9ccd851d2f\", \"f6a4660b-2f75-4e07-9f36-5e0cef5636f7\"], \"total_duration\": 8511.0, \"total_sessions\": 9, \"mean_week_duration\": 48.358}}]\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[{\"77072\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-05-13 23:18:39.000000+00:00\", \"2022-06-16 06:11:38.000000+00:00\", \"2019-01-26 09:01:16.000000+00:00\", \"2022-05-26 06:56:11.000000+00:00\", \"2021-01-16 17:54:28.000000+00:00\", \"2019-05-04 13:09:29.000000+00:00\", \"2019-04-26 01:12:54.000000+00:00\"], \"session_ids\": [\"2899683f-760f-4867-aa95-ed56bfdf3a68\", \"51f781b9-33fc-4fee-80f6-e9792b9af289\", \"ee0cbd14-ae05-4576-95ba-d34f6bec7ee5\", \"40f9b37e-b467-4339-91f3-efe083f9a4db\", \"e3497ed4-c68c-41da-9ad5-adb51e70c029\", \"df00085b-109f-466c-bf39-9aa4ef918050\", \"f26bb05c-9d14-47dd-a0a0-bb59486e3720\"], \"total_duration\": 11189.0, \"total_sessions\": 7, \"mean_week_duration\": 63.215}}, {\"63249\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-06-29 05:20:13.000000+00:00\", \"2023-04-15 04:09:40.000000+00:00\"], \"session_ids\": [\"928eac86-1ac9-4351-83df-5b6e267a63c9\", \"d9180eb4-686b-43f4-855b-ae5863b417e4\"], \"total_duration\": 263.0, \"total_sessions\": 2, \"mean_week_duration\": 23.909}}, {\"85856\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-28 17:22:56.000000+00:00\", \"2022-07-26 21:16:51.000000+00:00\"], \"session_ids\": [\"74b1b6c3-83df-45c5-bd4d-c5a3ac7f1461\", \"28caedc0-c4b3-4d2c-bcc1-5fbd38e1abfd\"], \"total_duration\": 415.0, \"total_sessions\": 2, \"mean_week_duration\": 3.402}}, {\"33001\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-25 13:58:04.000000+00:00\", \"2021-04-09 14:16:46.000000+00:00\"], \"session_ids\": [\"c5ce7857-e3f1-4927-acb1-c5dc6ee5e569\", \"b311f58e-bda9-4bb3-b48a-9fd47a3d3c78\"], \"total_duration\": 434.0, \"total_sessions\": 2, \"mean_week_duration\": 6.382}}, {\"83991\": {\"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\": \"Jakarta\", \"datetimes\": [\"2020-12-14 00:26:23.000000+00:00\", \"2023-05-08 20:46:11.000000+00:00\"], \"session_ids\": [\"540b7d4b-b3c2-4be4-98c9-c9fbe5d6cf14\", \"41f88b3e-abbb-4efc-a5e7-34b0f0b36972\"], \"total_duration\": 464.0, \"total_sessions\": 2, \"mean_week_duration\": 3.712}}, {\"15592\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-04-20 01:50:37.000000+00:00\", \"2022-03-25 10:28:21.000000+00:00\", \"2021-11-08 05:17:55.000000+00:00\"], \"session_ids\": [\"f0c61bae-c84f-4c61-a817-a3abdba362d3\", \"0115b85d-f579-4a74-806f-a620ce21c6ab\", \"23adaf7a-1175-4228-86e2-9cb921a4026f\"], \"total_duration\": 67.0, \"total_sessions\": 3, \"mean_week_duration\": 0.663}}, {\"45595\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-03-18 20:30:33.000000+00:00\", \"2021-05-11 22:53:22.000000+00:00\"], \"session_ids\": [\"3d90d5d1-d4a6-4702-9185-66b3600c4dea\", \"bca829fd-62bf-4c81-8167-7a9acd465ae7\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 4.833}}, {\"11733\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-09-14 05:16:37.000000+00:00\", \"2022-02-27 23:43:37.000000+00:00\"], \"session_ids\": [\"74776ac0-5dc4-4a71-8a5c-c4ef891f633c\", \"83baeb55-443e-4411-9f41-e75e5d1d4fc3\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.711}}, {\"57778\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-04-29 02:00:50.000000+00:00\", \"2022-05-02 01:57:59.000000+00:00\", \"2020-10-09 04:41:03.000000+00:00\", \"2020-08-19 06:38:32.000000+00:00\", \"2020-04-28 21:30:04.000000+00:00\", \"2022-04-27 02:32:41.000000+00:00\", \"2022-07-20 03:13:25.000000+00:00\", \"2020-12-07 18:19:04.000000+00:00\", \"2021-06-28 06:35:00.000000+00:00\"], \"session_ids\": [\"10f15682-039e-4977-8c5e-4a9ed6c72eb4\", \"cb745760-b223-4b57-9bbd-8ebb656b1799\", \"30ca464f-a9f5-4de9-aba6-0572aa57eef3\", \"e3b4297a-621e-4a34-9a88-89a23ee7b73b\", \"80392126-6c10-462a-b1f3-8765b6796d5d\", \"b2b8d953-0fb3-452b-b602-002436fa1f0e\", \"f95fdd5a-7270-4dc4-88ed-75199db851fd\", \"bb9ea8fc-dd01-48b1-a4be-3a9c8736ffee\", \"d724e8bf-0f74-4d5a-bcd7-eb86492c5e03\"], \"total_duration\": 1012.0, \"total_sessions\": 9, \"mean_week_duration\": 5.988}}, {\"85097\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 4, \"Fallout Flow\": 4}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-11-02 15:34:50.000000+00:00\", \"2021-02-10 06:32:15.000000+00:00\", \"2019-11-08 07:59:21.000000+00:00\", \"2021-05-06 11:24:13.000000+00:00\", \"2022-09-22 04:11:48.000000+00:00\", \"2022-04-09 09:12:14.000000+00:00\", \"2021-05-27 13:13:20.000000+00:00\", \"2021-12-10 17:07:52.000000+00:00\", \"2023-03-18 11:36:32.000000+00:00\"], \"session_ids\": [\"6d3a9e8f-3ea2-47df-b9de-2d947d378ddd\", \"d5661afb-762a-4ef2-ba96-5c5c11f618bb\", \"30dd297d-24c2-459e-8d4c-5bd843aaeca8\", \"fc89b757-0b44-49c3-910e-f7148ecace67\", \"4295435b-1660-4423-9d18-61305a81ebae\", \"7f08deba-34f3-4e86-8ea6-9f7573e5b0c6\", \"58573401-8513-4551-aa3d-de43d56aeb42\", \"dcc5eb28-f567-4755-91af-5e9ccd851d2f\", \"f6a4660b-2f75-4e07-9f36-5e0cef5636f7\"], \"total_duration\": 8511.0, \"total_sessions\": 9, \"mean_week_duration\": 48.358}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Share insights on 5 users who are topmost users based on duration summation and in addition execute sorting by time spent on the site from the smallest to the largest , get rid of all entries, except 2."
}
] |
[
{
"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{\"45161\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-06-05 17:25:19.000000+00:00\", \"2022-04-11 15:04:19.000000+00:00\", \"2019-05-28 21:21:35.000000+00:00\", \"2021-07-09 12:21:10.000000+00:00\", \"2023-03-14 01:01:43.000000+00:00\", \"2022-06-02 19:21:58.000000+00:00\"], \"session_ids\": [\"dc87f28b-903d-44ba-94d6-2cde2bd3f239\", \"174b6c88-3896-4b88-84c5-0bddd580bfed\", \"2e707edc-71bf-4bf2-a849-0d0190357dcf\", \"6ec7ad53-a7c5-4bb0-a4dd-a9b30459afc2\", \"71914034-960f-4284-bd7e-c8d4a7181b73\", \"35fb02be-c57b-4530-9ea9-dce8dc760668\"], \"total_duration\": 1152.0, \"total_sessions\": 6, \"mean_week_duration\": 5.486}, \"74270\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-03-02 17:16:26.000000+00:00\", \"2020-03-30 04:58:25.000000+00:00\"], \"session_ids\": [\"252e9a94-7ac5-49af-818d-8eaacde45fa5\", \"dd2dc06f-da71-4352-a13d-9f6117e9f0e0\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.449}, \"42450\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-06-02 11:08:06.000000+00:00\", \"2020-11-27 18:15:39.000000+00:00\", \"2019-07-02 12:57:27.000000+00:00\", \"2019-12-24 09:24:29.000000+00:00\"], \"session_ids\": [\"644c9cd3-78ce-4c24-8d39-bcc072d70581\", \"0d7c168a-5ae5-4e7e-a0fa-528b87bcb9f8\", \"8978fe56-1b3a-4931-996d-90d071e94fcc\", \"d876e7f6-cdcc-454a-b9f9-545f1fc49f03\"], \"total_duration\": 1483.0, \"total_sessions\": 4, \"mean_week_duration\": 20.041}, \"48587\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-06-14 23:39:25.000000+00:00\", \"2020-04-17 07:11:53.000000+00:00\", \"2020-11-22 12:42:32.000000+00:00\"], \"session_ids\": [\"f2638b4f-f974-4653-9637-08b782919089\", \"b090172a-5a32-4ccc-8df7-1200e8a24992\", \"f1013c6b-b3c0-447d-b020-a6104664863f\"], \"total_duration\": 876.0, \"total_sessions\": 3, \"mean_week_duration\": 27.375}, \"54960\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-08-18 04:56:04.000000+00:00\", \"2019-02-19 08:12:10.000000+00:00\", \"2022-10-30 16:03:34.000000+00:00\", \"2019-10-18 23:51:56.000000+00:00\", \"2019-02-18 08:15:31.000000+00:00\", \"2021-06-25 19:42:12.000000+00:00\"], \"session_ids\": [\"c53535d0-bb1d-4dd4-b724-c82d32e74571\", \"c52ea24b-1963-4c5b-8a76-76dd13d0d0d9\", \"d822e307-cd81-4afb-9915-72913f585651\", \"87450b2b-918c-47bb-8d6f-2f907a1a85b3\", \"10bd11af-c9e4-4427-8da6-1436d8548c59\", \"9908950e-cb77-4c69-a11e-5f52d7522fc3\"], \"total_duration\": 898.0, \"total_sessions\": 6, \"mean_week_duration\": 4.653}, \"56204\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-07-30 04:12:14.000000+00:00\", \"2019-03-28 03:11:12.000000+00:00\"], \"session_ids\": [\"62bda2f2-5a00-44bf-b403-af8ce5de47bc\", \"9de7eab5-cad4-4d48-b41e-cef0f2efd7da\"], \"total_duration\": 429.0, \"total_sessions\": 2, \"mean_week_duration\": 6.129}, \"59089\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-04-12 17:38:42.000000+00:00\", \"2019-07-08 02:13:42.000000+00:00\", \"2021-08-14 15:55:00.000000+00:00\"], \"session_ids\": [\"38d67b3c-47a3-40c5-b698-f1ed241da2a6\", \"d73f4c61-9b4a-41b0-af30-9054740cc6fa\", \"fa11344b-ada3-40bb-a8cb-10db50deca1f\"], \"total_duration\": 102.0, \"total_sessions\": 3, \"mean_week_duration\": 0.703}, \"56409\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-08-18 02:55:29.000000+00:00\", \"2023-05-27 04:39:27.000000+00:00\"], \"session_ids\": [\"84ec7c3d-173e-490e-8832-baaef6f32d71\", \"f0392d97-949d-4ab7-9483-677f59cbd437\"], \"total_duration\": 447.0, \"total_sessions\": 2, \"mean_week_duration\": 10.902}, \"80814\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-06-21 02:43:36.000000+00:00\", \"2019-10-25 05:08:39.000000+00:00\"], \"session_ids\": [\"cb5ea9c8-b1c1-4bc5-b11f-c29af43e1b8c\", \"7b304947-1aa3-42b6-9e49-8e92d159b1dc\"], \"total_duration\": 331.0, \"total_sessions\": 2, \"mean_week_duration\": 3.805}, \"19234\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-01-06 11:33:11.000000+00:00\", \"2020-09-14 09:53:25.000000+00:00\"], \"session_ids\": [\"8efe51e9-e6eb-430b-988a-740713242cd3\", \"58e8abe7-78e5-4df6-99d4-3b960def45a0\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 1.75}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the highest 5 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": true, \"quant_to_remain\": 5}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"42450\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-06-02 11:08:06.000000+00:00\", \"2020-11-27 18:15:39.000000+00:00\", \"2019-07-02 12:57:27.000000+00:00\", \"2019-12-24 09:24:29.000000+00:00\"], \"session_ids\": [\"644c9cd3-78ce-4c24-8d39-bcc072d70581\", \"0d7c168a-5ae5-4e7e-a0fa-528b87bcb9f8\", \"8978fe56-1b3a-4931-996d-90d071e94fcc\", \"d876e7f6-cdcc-454a-b9f9-545f1fc49f03\"], \"total_duration\": 1483.0, \"total_sessions\": 4, \"mean_week_duration\": 20.041}}, {\"45161\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-06-05 17:25:19.000000+00:00\", \"2022-04-11 15:04:19.000000+00:00\", \"2019-05-28 21:21:35.000000+00:00\", \"2021-07-09 12:21:10.000000+00:00\", \"2023-03-14 01:01:43.000000+00:00\", \"2022-06-02 19:21:58.000000+00:00\"], \"session_ids\": [\"dc87f28b-903d-44ba-94d6-2cde2bd3f239\", \"174b6c88-3896-4b88-84c5-0bddd580bfed\", \"2e707edc-71bf-4bf2-a849-0d0190357dcf\", \"6ec7ad53-a7c5-4bb0-a4dd-a9b30459afc2\", \"71914034-960f-4284-bd7e-c8d4a7181b73\", \"35fb02be-c57b-4530-9ea9-dce8dc760668\"], \"total_duration\": 1152.0, \"total_sessions\": 6, \"mean_week_duration\": 5.486}}, {\"54960\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-08-18 04:56:04.000000+00:00\", \"2019-02-19 08:12:10.000000+00:00\", \"2022-10-30 16:03:34.000000+00:00\", \"2019-10-18 23:51:56.000000+00:00\", \"2019-02-18 08:15:31.000000+00:00\", \"2021-06-25 19:42:12.000000+00:00\"], \"session_ids\": [\"c53535d0-bb1d-4dd4-b724-c82d32e74571\", \"c52ea24b-1963-4c5b-8a76-76dd13d0d0d9\", \"d822e307-cd81-4afb-9915-72913f585651\", \"87450b2b-918c-47bb-8d6f-2f907a1a85b3\", \"10bd11af-c9e4-4427-8da6-1436d8548c59\", \"9908950e-cb77-4c69-a11e-5f52d7522fc3\"], \"total_duration\": 898.0, \"total_sessions\": 6, \"mean_week_duration\": 4.653}}, {\"48587\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-06-14 23:39:25.000000+00:00\", \"2020-04-17 07:11:53.000000+00:00\", \"2020-11-22 12:42:32.000000+00:00\"], \"session_ids\": [\"f2638b4f-f974-4653-9637-08b782919089\", \"b090172a-5a32-4ccc-8df7-1200e8a24992\", \"f1013c6b-b3c0-447d-b020-a6104664863f\"], \"total_duration\": 876.0, \"total_sessions\": 3, \"mean_week_duration\": 27.375}}, {\"56409\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-08-18 02:55:29.000000+00:00\", \"2023-05-27 04:39:27.000000+00:00\"], \"session_ids\": [\"84ec7c3d-173e-490e-8832-baaef6f32d71\", \"f0392d97-949d-4ab7-9483-677f59cbd437\"], \"total_duration\": 447.0, \"total_sessions\": 2, \"mean_week_duration\": 10.902}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"56409\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-08-18 02:55:29.000000+00:00\", \"2023-05-27 04:39:27.000000+00:00\"], \"session_ids\": [\"84ec7c3d-173e-490e-8832-baaef6f32d71\", \"f0392d97-949d-4ab7-9483-677f59cbd437\"], \"total_duration\": 447.0, \"total_sessions\": 2, \"mean_week_duration\": 10.902}}, {\"48587\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-06-14 23:39:25.000000+00:00\", \"2020-04-17 07:11:53.000000+00:00\", \"2020-11-22 12:42:32.000000+00:00\"], \"session_ids\": [\"f2638b4f-f974-4653-9637-08b782919089\", \"b090172a-5a32-4ccc-8df7-1200e8a24992\", \"f1013c6b-b3c0-447d-b020-a6104664863f\"], \"total_duration\": 876.0, \"total_sessions\": 3, \"mean_week_duration\": 27.375}}, {\"54960\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-08-18 04:56:04.000000+00:00\", \"2019-02-19 08:12:10.000000+00:00\", \"2022-10-30 16:03:34.000000+00:00\", \"2019-10-18 23:51:56.000000+00:00\", \"2019-02-18 08:15:31.000000+00:00\", \"2021-06-25 19:42:12.000000+00:00\"], \"session_ids\": [\"c53535d0-bb1d-4dd4-b724-c82d32e74571\", \"c52ea24b-1963-4c5b-8a76-76dd13d0d0d9\", \"d822e307-cd81-4afb-9915-72913f585651\", \"87450b2b-918c-47bb-8d6f-2f907a1a85b3\", \"10bd11af-c9e4-4427-8da6-1436d8548c59\", \"9908950e-cb77-4c69-a11e-5f52d7522fc3\"], \"total_duration\": 898.0, \"total_sessions\": 6, \"mean_week_duration\": 4.653}}, {\"45161\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-06-05 17:25:19.000000+00:00\", \"2022-04-11 15:04:19.000000+00:00\", \"2019-05-28 21:21:35.000000+00:00\", \"2021-07-09 12:21:10.000000+00:00\", \"2023-03-14 01:01:43.000000+00:00\", \"2022-06-02 19:21:58.000000+00:00\"], \"session_ids\": [\"dc87f28b-903d-44ba-94d6-2cde2bd3f239\", \"174b6c88-3896-4b88-84c5-0bddd580bfed\", \"2e707edc-71bf-4bf2-a849-0d0190357dcf\", \"6ec7ad53-a7c5-4bb0-a4dd-a9b30459afc2\", \"71914034-960f-4284-bd7e-c8d4a7181b73\", \"35fb02be-c57b-4530-9ea9-dce8dc760668\"], \"total_duration\": 1152.0, \"total_sessions\": 6, \"mean_week_duration\": 5.486}}, {\"42450\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-06-02 11:08:06.000000+00:00\", \"2020-11-27 18:15:39.000000+00:00\", \"2019-07-02 12:57:27.000000+00:00\", \"2019-12-24 09:24:29.000000+00:00\"], \"session_ids\": [\"644c9cd3-78ce-4c24-8d39-bcc072d70581\", \"0d7c168a-5ae5-4e7e-a0fa-528b87bcb9f8\", \"8978fe56-1b3a-4931-996d-90d071e94fcc\", \"d876e7f6-cdcc-454a-b9f9-545f1fc49f03\"], \"total_duration\": 1483.0, \"total_sessions\": 4, \"mean_week_duration\": 20.041}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"56409\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-08-18 02:55:29.000000+00:00\", \"2023-05-27 04:39:27.000000+00:00\"], \"session_ids\": [\"84ec7c3d-173e-490e-8832-baaef6f32d71\", \"f0392d97-949d-4ab7-9483-677f59cbd437\"], \"total_duration\": 447.0, \"total_sessions\": 2, \"mean_week_duration\": 10.902}}, {\"48587\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-06-14 23:39:25.000000+00:00\", \"2020-04-17 07:11:53.000000+00:00\", \"2020-11-22 12:42:32.000000+00:00\"], \"session_ids\": [\"f2638b4f-f974-4653-9637-08b782919089\", \"b090172a-5a32-4ccc-8df7-1200e8a24992\", \"f1013c6b-b3c0-447d-b020-a6104664863f\"], \"total_duration\": 876.0, \"total_sessions\": 3, \"mean_week_duration\": 27.375}}]\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[{\"56409\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-08-18 02:55:29.000000+00:00\", \"2023-05-27 04:39:27.000000+00:00\"], \"session_ids\": [\"84ec7c3d-173e-490e-8832-baaef6f32d71\", \"f0392d97-949d-4ab7-9483-677f59cbd437\"], \"total_duration\": 447.0, \"total_sessions\": 2, \"mean_week_duration\": 10.902}}, {\"48587\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-06-14 23:39:25.000000+00:00\", \"2020-04-17 07:11:53.000000+00:00\", \"2020-11-22 12:42:32.000000+00:00\"], \"session_ids\": [\"f2638b4f-f974-4653-9637-08b782919089\", \"b090172a-5a32-4ccc-8df7-1200e8a24992\", \"f1013c6b-b3c0-447d-b020-a6104664863f\"], \"total_duration\": 876.0, \"total_sessions\": 3, \"mean_week_duration\": 27.375}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please offer data on 6 users whose total duration amount is smaller than 811 inclusively + implement sorting by average_week_duration from the largest value to the smallest 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{\"90318\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-04-27 05:12:18.000000+00:00\", \"2019-05-08 19:56:23.000000+00:00\"], \"session_ids\": [\"ca0137c0-57dd-4100-b587-21aa5b0b6217\", \"fa578faa-2051-4c15-93f9-cbcb970ed8e0\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"11998\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-12-17 06:10:08.000000+00:00\", \"2021-11-08 03:45:42.000000+00:00\"], \"session_ids\": [\"94653a74-1450-40e3-b33a-ba0f2e098f83\", \"1bb8059b-402a-4223-ad2a-f4538c6a76eb\"], \"total_duration\": 244.0, \"total_sessions\": 2, \"mean_week_duration\": 40.667}, \"23158\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-02-10 09:39:51.000000+00:00\", \"2021-04-21 01:44:14.000000+00:00\"], \"session_ids\": [\"7bf388e5-1fbf-4a66-9629-3c49c9b8ec51\", \"93d456e0-4af1-4984-99bd-fda9f6d8fc02\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.626}, \"77507\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-08-23 02:09:10.000000+00:00\", \"2022-12-08 04:26:59.000000+00:00\", \"2020-07-18 23:12:55.000000+00:00\", \"2023-06-08 13:25:22.000000+00:00\", \"2021-07-15 23:59:38.000000+00:00\", \"2021-05-05 18:25:01.000000+00:00\", \"2023-05-26 02:36:00.000000+00:00\", \"2020-11-12 20:27:08.000000+00:00\"], \"session_ids\": [\"73811fe9-acc7-4849-9ca8-81e887363c56\", \"74e8818e-a084-4dff-bb7d-2fd100e59ad2\", \"c5845c96-5935-443c-b002-04250ba769a3\", \"b985879d-6711-45d7-ae40-628b8935aff4\", \"483beac7-6095-4d44-90ab-2e81451301ff\", \"619c70e6-3bf1-4f4a-aac7-3b695615d0b6\", \"909f27fc-3636-4372-a8ce-2cb82319fdae\", \"9043a523-2136-45e1-9621-37da90364c08\"], \"total_duration\": 8617.0, \"total_sessions\": 8, \"mean_week_duration\": 57.066}, \"58678\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-12-30 19:38:54.000000+00:00\", \"2020-07-09 18:20:07.000000+00:00\", \"2021-11-10 20:40:52.000000+00:00\", \"2022-07-27 21:51:57.000000+00:00\"], \"session_ids\": [\"acd27fc3-beb8-4446-978d-6b20bc32037d\", \"bf030168-6bb9-4736-ba06-acb7232a4e98\", \"44e910cd-62e9-458f-8b83-cd4e97a849be\", \"ef626105-8dcf-4724-a422-46d85fafec8c\"], \"total_duration\": 779.0, \"total_sessions\": 4, \"mean_week_duration\": 7.28}, \"99575\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-11-17 15:45:56.000000+00:00\", \"2019-01-23 17:41:15.000000+00:00\", \"2020-01-24 03:53:26.000000+00:00\", \"2023-03-26 00:50:39.000000+00:00\", \"2019-06-15 11:22:13.000000+00:00\", \"2021-11-01 06:40:31.000000+00:00\", \"2020-03-05 22:51:49.000000+00:00\", \"2021-09-12 18:51:13.000000+00:00\"], \"session_ids\": [\"645c1064-51cf-419c-a375-11a3054585a1\", \"1890bf6e-a959-4761-aef0-b4fe999b76de\", \"0aa79d91-54a5-45a4-bc9e-6ba9988186b6\", \"5ecd87cf-5ba4-4468-af73-79a8a0f4941e\", \"9cb319d0-82b0-4f4e-b3a9-4e656abeda68\", \"5c5c94fd-5a1b-4302-a49f-c71ecf0db045\", \"64fcd684-9206-469a-9b8a-79586bbb5ff9\", \"30c519d8-6104-480f-9ac6-805a98f1bb62\"], \"total_duration\": 459.0, \"total_sessions\": 8, \"mean_week_duration\": 2.106}, \"51995\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-02-23 04:08:19.000000+00:00\", \"2020-10-16 20:17:00.000000+00:00\"], \"session_ids\": [\"ad6d01d1-34d4-4737-ad0a-7dd97c1296af\", \"414d32c4-0d3a-4b04-b9b2-3fe63eae59cf\"], \"total_duration\": 124.0, \"total_sessions\": 2, \"mean_week_duration\": 6.526}, \"98016\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-05-03 15:13:11.000000+00:00\", \"2022-06-14 14:11:03.000000+00:00\"], \"session_ids\": [\"0c253baa-cc8e-4026-9b12-0feea33b47d1\", \"8e5523d4-0c94-4e77-8dba-a39fa98ad061\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.362}, \"62552\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-09-05 17:26:53.000000+00:00\", \"2019-02-15 16:22:24.000000+00:00\"], \"session_ids\": [\"381c837e-3e3b-42aa-9795-8f1bd74084aa\", \"0cb927f4-f84e-427d-8192-f5a0f310f17e\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 2.207}, \"94988\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-02-24 13:56:17.000000+00:00\", \"2021-04-29 07:35:38.000000+00:00\", \"2019-10-26 16:55:55.000000+00:00\", \"2020-08-08 09:41:00.000000+00:00\", \"2021-04-28 05:05:54.000000+00:00\", \"2019-07-14 05:55:41.000000+00:00\", \"2020-01-10 19:40:34.000000+00:00\"], \"session_ids\": [\"c33e9da3-e592-4b3b-8be3-c7c34374e8cb\", \"6a6c7849-2299-4cc5-b532-ecbec2ffb54b\", \"4befe18b-ac29-4b6c-a906-5cf012e09e6e\", \"067bd76b-1cec-47c0-bc3b-61f81b65da20\", \"4b90395c-ae63-44be-b3d7-38cf52b47b10\", \"044a9744-24ff-4484-99ec-51aee9e9a941\", \"5da17b33-c430-4c50-82c9-272c3558527b\"], \"total_duration\": 7115.0, \"total_sessions\": 7, \"mean_week_duration\": 62.412}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or less than 811"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\"]]}, \"all_values\": {\"total_duration\": [[811, 4013]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"90318\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-04-27 05:12:18.000000+00:00\", \"2019-05-08 19:56:23.000000+00:00\"], \"session_ids\": [\"ca0137c0-57dd-4100-b587-21aa5b0b6217\", \"fa578faa-2051-4c15-93f9-cbcb970ed8e0\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"11998\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-12-17 06:10:08.000000+00:00\", \"2021-11-08 03:45:42.000000+00:00\"], \"session_ids\": [\"94653a74-1450-40e3-b33a-ba0f2e098f83\", \"1bb8059b-402a-4223-ad2a-f4538c6a76eb\"], \"total_duration\": 244.0, \"total_sessions\": 2, \"mean_week_duration\": 40.667}, \"23158\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-02-10 09:39:51.000000+00:00\", \"2021-04-21 01:44:14.000000+00:00\"], \"session_ids\": [\"7bf388e5-1fbf-4a66-9629-3c49c9b8ec51\", \"93d456e0-4af1-4984-99bd-fda9f6d8fc02\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.626}, \"58678\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-12-30 19:38:54.000000+00:00\", \"2020-07-09 18:20:07.000000+00:00\", \"2021-11-10 20:40:52.000000+00:00\", \"2022-07-27 21:51:57.000000+00:00\"], \"session_ids\": [\"acd27fc3-beb8-4446-978d-6b20bc32037d\", \"bf030168-6bb9-4736-ba06-acb7232a4e98\", \"44e910cd-62e9-458f-8b83-cd4e97a849be\", \"ef626105-8dcf-4724-a422-46d85fafec8c\"], \"total_duration\": 779.0, \"total_sessions\": 4, \"mean_week_duration\": 7.28}, \"99575\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-11-17 15:45:56.000000+00:00\", \"2019-01-23 17:41:15.000000+00:00\", \"2020-01-24 03:53:26.000000+00:00\", \"2023-03-26 00:50:39.000000+00:00\", \"2019-06-15 11:22:13.000000+00:00\", \"2021-11-01 06:40:31.000000+00:00\", \"2020-03-05 22:51:49.000000+00:00\", \"2021-09-12 18:51:13.000000+00:00\"], \"session_ids\": [\"645c1064-51cf-419c-a375-11a3054585a1\", \"1890bf6e-a959-4761-aef0-b4fe999b76de\", \"0aa79d91-54a5-45a4-bc9e-6ba9988186b6\", \"5ecd87cf-5ba4-4468-af73-79a8a0f4941e\", \"9cb319d0-82b0-4f4e-b3a9-4e656abeda68\", \"5c5c94fd-5a1b-4302-a49f-c71ecf0db045\", \"64fcd684-9206-469a-9b8a-79586bbb5ff9\", \"30c519d8-6104-480f-9ac6-805a98f1bb62\"], \"total_duration\": 459.0, \"total_sessions\": 8, \"mean_week_duration\": 2.106}, \"51995\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-02-23 04:08:19.000000+00:00\", \"2020-10-16 20:17:00.000000+00:00\"], \"session_ids\": [\"ad6d01d1-34d4-4737-ad0a-7dd97c1296af\", \"414d32c4-0d3a-4b04-b9b2-3fe63eae59cf\"], \"total_duration\": 124.0, \"total_sessions\": 2, \"mean_week_duration\": 6.526}, \"98016\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-05-03 15:13:11.000000+00:00\", \"2022-06-14 14:11:03.000000+00:00\"], \"session_ids\": [\"0c253baa-cc8e-4026-9b12-0feea33b47d1\", \"8e5523d4-0c94-4e77-8dba-a39fa98ad061\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.362}, \"62552\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-09-05 17:26:53.000000+00:00\", \"2019-02-15 16:22:24.000000+00:00\"], \"session_ids\": [\"381c837e-3e3b-42aa-9795-8f1bd74084aa\", \"0cb927f4-f84e-427d-8192-f5a0f310f17e\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 2.207}}\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[{\"11998\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-12-17 06:10:08.000000+00:00\", \"2021-11-08 03:45:42.000000+00:00\"], \"session_ids\": [\"94653a74-1450-40e3-b33a-ba0f2e098f83\", \"1bb8059b-402a-4223-ad2a-f4538c6a76eb\"], \"total_duration\": 244.0, \"total_sessions\": 2, \"mean_week_duration\": 40.667}}, {\"58678\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-12-30 19:38:54.000000+00:00\", \"2020-07-09 18:20:07.000000+00:00\", \"2021-11-10 20:40:52.000000+00:00\", \"2022-07-27 21:51:57.000000+00:00\"], \"session_ids\": [\"acd27fc3-beb8-4446-978d-6b20bc32037d\", \"bf030168-6bb9-4736-ba06-acb7232a4e98\", \"44e910cd-62e9-458f-8b83-cd4e97a849be\", \"ef626105-8dcf-4724-a422-46d85fafec8c\"], \"total_duration\": 779.0, \"total_sessions\": 4, \"mean_week_duration\": 7.28}}, {\"51995\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-02-23 04:08:19.000000+00:00\", \"2020-10-16 20:17:00.000000+00:00\"], \"session_ids\": [\"ad6d01d1-34d4-4737-ad0a-7dd97c1296af\", \"414d32c4-0d3a-4b04-b9b2-3fe63eae59cf\"], \"total_duration\": 124.0, \"total_sessions\": 2, \"mean_week_duration\": 6.526}}, {\"62552\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-09-05 17:26:53.000000+00:00\", \"2019-02-15 16:22:24.000000+00:00\"], \"session_ids\": [\"381c837e-3e3b-42aa-9795-8f1bd74084aa\", \"0cb927f4-f84e-427d-8192-f5a0f310f17e\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 2.207}}, {\"99575\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-11-17 15:45:56.000000+00:00\", \"2019-01-23 17:41:15.000000+00:00\", \"2020-01-24 03:53:26.000000+00:00\", \"2023-03-26 00:50:39.000000+00:00\", \"2019-06-15 11:22:13.000000+00:00\", \"2021-11-01 06:40:31.000000+00:00\", \"2020-03-05 22:51:49.000000+00:00\", \"2021-09-12 18:51:13.000000+00:00\"], \"session_ids\": [\"645c1064-51cf-419c-a375-11a3054585a1\", \"1890bf6e-a959-4761-aef0-b4fe999b76de\", \"0aa79d91-54a5-45a4-bc9e-6ba9988186b6\", \"5ecd87cf-5ba4-4468-af73-79a8a0f4941e\", \"9cb319d0-82b0-4f4e-b3a9-4e656abeda68\", \"5c5c94fd-5a1b-4302-a49f-c71ecf0db045\", \"64fcd684-9206-469a-9b8a-79586bbb5ff9\", \"30c519d8-6104-480f-9ac6-805a98f1bb62\"], \"total_duration\": 459.0, \"total_sessions\": 8, \"mean_week_duration\": 2.106}}, {\"90318\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-04-27 05:12:18.000000+00:00\", \"2019-05-08 19:56:23.000000+00:00\"], \"session_ids\": [\"ca0137c0-57dd-4100-b587-21aa5b0b6217\", \"fa578faa-2051-4c15-93f9-cbcb970ed8e0\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}, {\"23158\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-02-10 09:39:51.000000+00:00\", \"2021-04-21 01:44:14.000000+00:00\"], \"session_ids\": [\"7bf388e5-1fbf-4a66-9629-3c49c9b8ec51\", \"93d456e0-4af1-4984-99bd-fda9f6d8fc02\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.626}}, {\"98016\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-05-03 15:13:11.000000+00:00\", \"2022-06-14 14:11:03.000000+00:00\"], \"session_ids\": [\"0c253baa-cc8e-4026-9b12-0feea33b47d1\", \"8e5523d4-0c94-4e77-8dba-a39fa98ad061\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.362}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 6 entries, discarding 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[{\"11998\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-12-17 06:10:08.000000+00:00\", \"2021-11-08 03:45:42.000000+00:00\"], \"session_ids\": [\"94653a74-1450-40e3-b33a-ba0f2e098f83\", \"1bb8059b-402a-4223-ad2a-f4538c6a76eb\"], \"total_duration\": 244.0, \"total_sessions\": 2, \"mean_week_duration\": 40.667}}, {\"58678\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-12-30 19:38:54.000000+00:00\", \"2020-07-09 18:20:07.000000+00:00\", \"2021-11-10 20:40:52.000000+00:00\", \"2022-07-27 21:51:57.000000+00:00\"], \"session_ids\": [\"acd27fc3-beb8-4446-978d-6b20bc32037d\", \"bf030168-6bb9-4736-ba06-acb7232a4e98\", \"44e910cd-62e9-458f-8b83-cd4e97a849be\", \"ef626105-8dcf-4724-a422-46d85fafec8c\"], \"total_duration\": 779.0, \"total_sessions\": 4, \"mean_week_duration\": 7.28}}, {\"51995\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-02-23 04:08:19.000000+00:00\", \"2020-10-16 20:17:00.000000+00:00\"], \"session_ids\": [\"ad6d01d1-34d4-4737-ad0a-7dd97c1296af\", \"414d32c4-0d3a-4b04-b9b2-3fe63eae59cf\"], \"total_duration\": 124.0, \"total_sessions\": 2, \"mean_week_duration\": 6.526}}, {\"62552\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-09-05 17:26:53.000000+00:00\", \"2019-02-15 16:22:24.000000+00:00\"], \"session_ids\": [\"381c837e-3e3b-42aa-9795-8f1bd74084aa\", \"0cb927f4-f84e-427d-8192-f5a0f310f17e\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 2.207}}, {\"99575\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-11-17 15:45:56.000000+00:00\", \"2019-01-23 17:41:15.000000+00:00\", \"2020-01-24 03:53:26.000000+00:00\", \"2023-03-26 00:50:39.000000+00:00\", \"2019-06-15 11:22:13.000000+00:00\", \"2021-11-01 06:40:31.000000+00:00\", \"2020-03-05 22:51:49.000000+00:00\", \"2021-09-12 18:51:13.000000+00:00\"], \"session_ids\": [\"645c1064-51cf-419c-a375-11a3054585a1\", \"1890bf6e-a959-4761-aef0-b4fe999b76de\", \"0aa79d91-54a5-45a4-bc9e-6ba9988186b6\", \"5ecd87cf-5ba4-4468-af73-79a8a0f4941e\", \"9cb319d0-82b0-4f4e-b3a9-4e656abeda68\", \"5c5c94fd-5a1b-4302-a49f-c71ecf0db045\", \"64fcd684-9206-469a-9b8a-79586bbb5ff9\", \"30c519d8-6104-480f-9ac6-805a98f1bb62\"], \"total_duration\": 459.0, \"total_sessions\": 8, \"mean_week_duration\": 2.106}}, {\"90318\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-04-27 05:12:18.000000+00:00\", \"2019-05-08 19:56:23.000000+00:00\"], \"session_ids\": [\"ca0137c0-57dd-4100-b587-21aa5b0b6217\", \"fa578faa-2051-4c15-93f9-cbcb970ed8e0\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}]\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[{\"11998\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-12-17 06:10:08.000000+00:00\", \"2021-11-08 03:45:42.000000+00:00\"], \"session_ids\": [\"94653a74-1450-40e3-b33a-ba0f2e098f83\", \"1bb8059b-402a-4223-ad2a-f4538c6a76eb\"], \"total_duration\": 244.0, \"total_sessions\": 2, \"mean_week_duration\": 40.667}}, {\"58678\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-12-30 19:38:54.000000+00:00\", \"2020-07-09 18:20:07.000000+00:00\", \"2021-11-10 20:40:52.000000+00:00\", \"2022-07-27 21:51:57.000000+00:00\"], \"session_ids\": [\"acd27fc3-beb8-4446-978d-6b20bc32037d\", \"bf030168-6bb9-4736-ba06-acb7232a4e98\", \"44e910cd-62e9-458f-8b83-cd4e97a849be\", \"ef626105-8dcf-4724-a422-46d85fafec8c\"], \"total_duration\": 779.0, \"total_sessions\": 4, \"mean_week_duration\": 7.28}}, {\"51995\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-02-23 04:08:19.000000+00:00\", \"2020-10-16 20:17:00.000000+00:00\"], \"session_ids\": [\"ad6d01d1-34d4-4737-ad0a-7dd97c1296af\", \"414d32c4-0d3a-4b04-b9b2-3fe63eae59cf\"], \"total_duration\": 124.0, \"total_sessions\": 2, \"mean_week_duration\": 6.526}}, {\"62552\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-09-05 17:26:53.000000+00:00\", \"2019-02-15 16:22:24.000000+00:00\"], \"session_ids\": [\"381c837e-3e3b-42aa-9795-8f1bd74084aa\", \"0cb927f4-f84e-427d-8192-f5a0f310f17e\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 2.207}}, {\"99575\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-11-17 15:45:56.000000+00:00\", \"2019-01-23 17:41:15.000000+00:00\", \"2020-01-24 03:53:26.000000+00:00\", \"2023-03-26 00:50:39.000000+00:00\", \"2019-06-15 11:22:13.000000+00:00\", \"2021-11-01 06:40:31.000000+00:00\", \"2020-03-05 22:51:49.000000+00:00\", \"2021-09-12 18:51:13.000000+00:00\"], \"session_ids\": [\"645c1064-51cf-419c-a375-11a3054585a1\", \"1890bf6e-a959-4761-aef0-b4fe999b76de\", \"0aa79d91-54a5-45a4-bc9e-6ba9988186b6\", \"5ecd87cf-5ba4-4468-af73-79a8a0f4941e\", \"9cb319d0-82b0-4f4e-b3a9-4e656abeda68\", \"5c5c94fd-5a1b-4302-a49f-c71ecf0db045\", \"64fcd684-9206-469a-9b8a-79586bbb5ff9\", \"30c519d8-6104-480f-9ac6-805a98f1bb62\"], \"total_duration\": 459.0, \"total_sessions\": 8, \"mean_week_duration\": 2.106}}, {\"90318\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-04-27 05:12:18.000000+00:00\", \"2019-05-08 19:56:23.000000+00:00\"], \"session_ids\": [\"ca0137c0-57dd-4100-b587-21aa5b0b6217\", \"fa578faa-2051-4c15-93f9-cbcb970ed8e0\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about user whose total sessions exceeds 8 while staying below 2, exclusively 2 and 8 additionaly perform sorting by overall duration of sessions per week ascendingly as well as provide me only with 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{\"21122\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-13 21:40:55.000000+00:00\", \"2020-01-10 22:44:53.000000+00:00\", \"2020-09-22 02:12:13.000000+00:00\", \"2022-04-25 05:55:47.000000+00:00\", \"2019-07-23 04:15:33.000000+00:00\", \"2023-04-18 18:03:52.000000+00:00\", \"2019-07-12 01:19:40.000000+00:00\"], \"session_ids\": [\"ac4a4875-47bb-4092-9953-4603704872b9\", \"d7ad8526-9599-4cb9-b7b9-98504369b327\", \"d8b16169-4625-4459-a921-1b6e6951906c\", \"0a162956-515c-41a5-8b03-a3287c30cd20\", \"2c4135ae-9974-46c8-b6d1-eafade585fee\", \"a2121325-15ce-449c-be48-a7f60a17704b\", \"b7538ca5-0548-4eb1-8a64-547b2230fcb9\"], \"total_duration\": 1595.0, \"total_sessions\": 7, \"mean_week_duration\": 8.096}, \"34277\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-06-15 08:59:31.000000+00:00\", \"2019-03-18 03:25:00.000000+00:00\", \"2019-06-19 18:58:23.000000+00:00\", \"2020-08-03 13:36:42.000000+00:00\"], \"session_ids\": [\"a5b260c7-58c8-4973-85b3-841b7bd52bbc\", \"f500edb1-6095-4cb2-9b87-ed5eb046fdfb\", \"a97e30ca-c730-41e2-86db-89bf2705536d\", \"8c023631-84fc-4db3-9eae-792bb46bcb22\"], \"total_duration\": 111.0, \"total_sessions\": 4, \"mean_week_duration\": 0.653}, \"45447\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-08-10 14:59:23.000000+00:00\", \"2019-11-26 00:46:34.000000+00:00\"], \"session_ids\": [\"e58577a7-37aa-48ba-a3a7-2711d7238b27\", \"418c914e-f5d1-404b-b89c-70106afb8d8b\"], \"total_duration\": 216.0, \"total_sessions\": 2, \"mean_week_duration\": 5.838}, \"5678\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-29 20:21:19.000000+00:00\", \"2019-03-30 20:07:04.000000+00:00\"], \"session_ids\": [\"39829fb2-1eb6-4b37-9d93-7364c27fb289\", \"c8013e95-b062-4bbc-b96e-c17bfc018db8\"], \"total_duration\": 379.0, \"total_sessions\": 2, \"mean_week_duration\": 12.226}, \"88278\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-09-25 21:08:39.000000+00:00\", \"2019-02-11 11:00:38.000000+00:00\"], \"session_ids\": [\"9a71aa4a-c888-4329-94b0-c27249c5ad72\", \"d039166e-fdaf-47f4-bf74-24f8fc3cdb66\"], \"total_duration\": 435.0, \"total_sessions\": 2, \"mean_week_duration\": 2.302}, \"48337\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-12-13 16:27:13.000000+00:00\", \"2020-08-24 20:49:49.000000+00:00\"], \"session_ids\": [\"8813538e-5269-4a80-a0b7-1b06bf519957\", \"bf986423-20a8-4319-a72b-b6edf4b6dab1\"], \"total_duration\": 483.0, \"total_sessions\": 2, \"mean_week_duration\": 7.103}, \"7105\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-11-07 17:35:05.000000+00:00\", \"2022-09-23 22:37:01.000000+00:00\"], \"session_ids\": [\"27fc2bd2-71e1-45e1-bbec-2d01510af18e\", \"3687c091-d4e4-49dc-ac96-1aad94f3f179\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 1.722}, \"83254\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 4}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-03-13 00:34:19.000000+00:00\", \"2022-09-10 19:33:56.000000+00:00\"], \"session_ids\": [\"31b7a2aa-5124-431c-be6d-cb9a65979d1e\", \"c5455028-34fd-4516-9d36-495f2fd1ec47\"], \"total_duration\": 123.0, \"total_sessions\": 2, \"mean_week_duration\": 4.731}, \"79241\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-27 13:06:29.000000+00:00\", \"2020-08-21 11:42:05.000000+00:00\"], \"session_ids\": [\"86d6d35c-ff06-4de7-9997-fc4372c1d715\", \"2fcd2cd8-ddec-4daa-a3cf-df428cd96e4e\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.969}, \"31269\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-11-27 08:31:03.000000+00:00\", \"2020-03-13 17:54:46.000000+00:00\"], \"session_ids\": [\"26e53d90-01a7-4b87-982a-c2d25d611159\", \"0d49579b-7d75-4b19-9886-944240725846\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.955}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are less than 2 and are greater than 8"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">\"]]}, \"all_values\": {\"total_sessions\": [[2, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\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": "Please offer data on 8 users who don't live in city Reykjavik , execute sorting by town title from the largest to the smallest as well as save 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{\"21639\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-04-14 02:08:08.000000+00:00\", \"2022-06-16 12:12:18.000000+00:00\", \"2019-08-22 22:50:43.000000+00:00\", \"2021-01-07 18:24:10.000000+00:00\"], \"session_ids\": [\"7d232cd0-9e49-40b0-9e0b-f71d4aa618d5\", \"3330ba06-6506-41d6-b8ff-44623cfa397c\", \"7b642f22-9985-4357-87ca-66d9b9290791\", \"e974cd24-44c9-4d29-a6b2-ab43f402b51b\"], \"total_duration\": 211.0, \"total_sessions\": 4, \"mean_week_duration\": 1.111}, \"78193\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 4}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-04 13:52:54.000000+00:00\", \"2020-04-10 23:33:41.000000+00:00\"], \"session_ids\": [\"ab749dae-1b9a-4db9-96b1-9aefc762dee7\", \"f276ce98-8ffa-41e0-8a67-d21d291a46f7\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.621}, \"7388\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2023-05-09 18:59:04.000000+00:00\", \"2019-12-04 22:30:53.000000+00:00\"], \"session_ids\": [\"45060541-34e3-4cbd-a91a-949bf452eb0a\", \"389a88bb-04ec-4502-9d81-6caf3a45aed7\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.229}, \"66158\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-07-25 12:45:50.000000+00:00\", \"2022-02-28 23:49:54.000000+00:00\"], \"session_ids\": [\"560fe7ab-8433-40ba-a517-cb42b8bfda2d\", \"3c276cf0-5eba-4e43-992c-dd6d7b7d5fd0\"], \"total_duration\": 487.0, \"total_sessions\": 2, \"mean_week_duration\": 5.798}, \"31004\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-09-23 02:05:53.000000+00:00\", \"2019-03-29 03:18:01.000000+00:00\"], \"session_ids\": [\"7845fa9a-2a93-4e94-961b-c1dcc13b37c9\", \"7ec8dadf-4cf1-41c5-a9a4-dff9cb9deabe\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.385}, \"97471\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-07-07 06:15:31.000000+00:00\", \"2019-08-12 07:35:54.000000+00:00\", \"2019-08-25 15:56:27.000000+00:00\"], \"session_ids\": [\"226e0f38-1bca-41ed-bbf0-289471e8fc7b\", \"ce5886fa-322d-43d9-beba-4107ffacc2c1\", \"d6e8e991-e45a-4dab-8362-b18d94d54f53\"], \"total_duration\": 501.0, \"total_sessions\": 3, \"mean_week_duration\": 3.296}, \"61120\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-01-22 22:45:03.000000+00:00\", \"2019-10-16 03:17:47.000000+00:00\", \"2022-10-31 03:04:45.000000+00:00\"], \"session_ids\": [\"98c3049a-e178-4aef-b229-0e1e57dce3a5\", \"3ad0deba-5d43-4d8b-962c-7f3275fd3906\", \"1ab1aab2-f8e1-47ba-8557-318e30c1191e\"], \"total_duration\": 465.0, \"total_sessions\": 3, \"mean_week_duration\": 2.925}, \"87590\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-09-11 00:12:48.000000+00:00\", \"2019-12-18 09:09:43.000000+00:00\"], \"session_ids\": [\"f21c0e3f-d81a-4598-b482-2ce7c9fa3f19\", \"6bb144e0-ad15-457e-895e-55ddf489c510\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 1.846}, \"26415\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-01-07 01:27:12.000000+00:00\", \"2020-10-02 19:37:05.000000+00:00\", \"2022-03-28 06:22:10.000000+00:00\", \"2019-08-13 15:33:09.000000+00:00\", \"2022-10-18 05:17:43.000000+00:00\"], \"session_ids\": [\"a7f0d9c2-9b6b-492e-a48e-e1b147323e39\", \"e57e1db1-1598-4a4b-98b1-85540d4d5192\", \"2e8a2716-6b87-4270-8ae6-42ca74c03a48\", \"212b92a1-3013-4209-9dab-b3a8491a2f90\", \"c19d5be4-a82a-459e-9f3c-b3b78a1ce41e\"], \"total_duration\": 456.0, \"total_sessions\": 5, \"mean_week_duration\": 2.562}, \"20050\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-03-31 19:08:35.000000+00:00\", \"2023-02-16 06:16:43.000000+00:00\", \"2021-03-06 09:36:08.000000+00:00\"], \"session_ids\": [\"927de5cd-7506-4367-a16b-55d2773f4846\", \"842e843c-6bc4-4c9f-8d61-005ca572d93b\", \"ed1d542f-a924-43d4-88bb-971694859efd\"], \"total_duration\": 486.0, \"total_sessions\": 3, \"mean_week_duration\": 4.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not Reykjavik"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Reykjavik\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"21639\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-04-14 02:08:08.000000+00:00\", \"2022-06-16 12:12:18.000000+00:00\", \"2019-08-22 22:50:43.000000+00:00\", \"2021-01-07 18:24:10.000000+00:00\"], \"session_ids\": [\"7d232cd0-9e49-40b0-9e0b-f71d4aa618d5\", \"3330ba06-6506-41d6-b8ff-44623cfa397c\", \"7b642f22-9985-4357-87ca-66d9b9290791\", \"e974cd24-44c9-4d29-a6b2-ab43f402b51b\"], \"total_duration\": 211.0, \"total_sessions\": 4, \"mean_week_duration\": 1.111}, \"78193\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 4}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-04 13:52:54.000000+00:00\", \"2020-04-10 23:33:41.000000+00:00\"], \"session_ids\": [\"ab749dae-1b9a-4db9-96b1-9aefc762dee7\", \"f276ce98-8ffa-41e0-8a67-d21d291a46f7\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.621}, \"7388\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2023-05-09 18:59:04.000000+00:00\", \"2019-12-04 22:30:53.000000+00:00\"], \"session_ids\": [\"45060541-34e3-4cbd-a91a-949bf452eb0a\", \"389a88bb-04ec-4502-9d81-6caf3a45aed7\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.229}, \"66158\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-07-25 12:45:50.000000+00:00\", \"2022-02-28 23:49:54.000000+00:00\"], \"session_ids\": [\"560fe7ab-8433-40ba-a517-cb42b8bfda2d\", \"3c276cf0-5eba-4e43-992c-dd6d7b7d5fd0\"], \"total_duration\": 487.0, \"total_sessions\": 2, \"mean_week_duration\": 5.798}, \"31004\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-09-23 02:05:53.000000+00:00\", \"2019-03-29 03:18:01.000000+00:00\"], \"session_ids\": [\"7845fa9a-2a93-4e94-961b-c1dcc13b37c9\", \"7ec8dadf-4cf1-41c5-a9a4-dff9cb9deabe\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.385}, \"97471\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-07-07 06:15:31.000000+00:00\", \"2019-08-12 07:35:54.000000+00:00\", \"2019-08-25 15:56:27.000000+00:00\"], \"session_ids\": [\"226e0f38-1bca-41ed-bbf0-289471e8fc7b\", \"ce5886fa-322d-43d9-beba-4107ffacc2c1\", \"d6e8e991-e45a-4dab-8362-b18d94d54f53\"], \"total_duration\": 501.0, \"total_sessions\": 3, \"mean_week_duration\": 3.296}, \"61120\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-01-22 22:45:03.000000+00:00\", \"2019-10-16 03:17:47.000000+00:00\", \"2022-10-31 03:04:45.000000+00:00\"], \"session_ids\": [\"98c3049a-e178-4aef-b229-0e1e57dce3a5\", \"3ad0deba-5d43-4d8b-962c-7f3275fd3906\", \"1ab1aab2-f8e1-47ba-8557-318e30c1191e\"], \"total_duration\": 465.0, \"total_sessions\": 3, \"mean_week_duration\": 2.925}, \"87590\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-09-11 00:12:48.000000+00:00\", \"2019-12-18 09:09:43.000000+00:00\"], \"session_ids\": [\"f21c0e3f-d81a-4598-b482-2ce7c9fa3f19\", \"6bb144e0-ad15-457e-895e-55ddf489c510\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 1.846}, \"26415\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-01-07 01:27:12.000000+00:00\", \"2020-10-02 19:37:05.000000+00:00\", \"2022-03-28 06:22:10.000000+00:00\", \"2019-08-13 15:33:09.000000+00:00\", \"2022-10-18 05:17:43.000000+00:00\"], \"session_ids\": [\"a7f0d9c2-9b6b-492e-a48e-e1b147323e39\", \"e57e1db1-1598-4a4b-98b1-85540d4d5192\", \"2e8a2716-6b87-4270-8ae6-42ca74c03a48\", \"212b92a1-3013-4209-9dab-b3a8491a2f90\", \"c19d5be4-a82a-459e-9f3c-b3b78a1ce41e\"], \"total_duration\": 456.0, \"total_sessions\": 5, \"mean_week_duration\": 2.562}, \"20050\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-03-31 19:08:35.000000+00:00\", \"2023-02-16 06:16:43.000000+00:00\", \"2021-03-06 09:36:08.000000+00:00\"], \"session_ids\": [\"927de5cd-7506-4367-a16b-55d2773f4846\", \"842e843c-6bc4-4c9f-8d61-005ca572d93b\", \"ed1d542f-a924-43d4-88bb-971694859efd\"], \"total_duration\": 486.0, \"total_sessions\": 3, \"mean_week_duration\": 4.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"7388\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2023-05-09 18:59:04.000000+00:00\", \"2019-12-04 22:30:53.000000+00:00\"], \"session_ids\": [\"45060541-34e3-4cbd-a91a-949bf452eb0a\", \"389a88bb-04ec-4502-9d81-6caf3a45aed7\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.229}}, {\"78193\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 4}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-04 13:52:54.000000+00:00\", \"2020-04-10 23:33:41.000000+00:00\"], \"session_ids\": [\"ab749dae-1b9a-4db9-96b1-9aefc762dee7\", \"f276ce98-8ffa-41e0-8a67-d21d291a46f7\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.621}}, {\"20050\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-03-31 19:08:35.000000+00:00\", \"2023-02-16 06:16:43.000000+00:00\", \"2021-03-06 09:36:08.000000+00:00\"], \"session_ids\": [\"927de5cd-7506-4367-a16b-55d2773f4846\", \"842e843c-6bc4-4c9f-8d61-005ca572d93b\", \"ed1d542f-a924-43d4-88bb-971694859efd\"], \"total_duration\": 486.0, \"total_sessions\": 3, \"mean_week_duration\": 4.5}}, {\"31004\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-09-23 02:05:53.000000+00:00\", \"2019-03-29 03:18:01.000000+00:00\"], \"session_ids\": [\"7845fa9a-2a93-4e94-961b-c1dcc13b37c9\", \"7ec8dadf-4cf1-41c5-a9a4-dff9cb9deabe\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.385}}, {\"66158\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-07-25 12:45:50.000000+00:00\", \"2022-02-28 23:49:54.000000+00:00\"], \"session_ids\": [\"560fe7ab-8433-40ba-a517-cb42b8bfda2d\", \"3c276cf0-5eba-4e43-992c-dd6d7b7d5fd0\"], \"total_duration\": 487.0, \"total_sessions\": 2, \"mean_week_duration\": 5.798}}, {\"61120\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-01-22 22:45:03.000000+00:00\", \"2019-10-16 03:17:47.000000+00:00\", \"2022-10-31 03:04:45.000000+00:00\"], \"session_ids\": [\"98c3049a-e178-4aef-b229-0e1e57dce3a5\", \"3ad0deba-5d43-4d8b-962c-7f3275fd3906\", \"1ab1aab2-f8e1-47ba-8557-318e30c1191e\"], \"total_duration\": 465.0, \"total_sessions\": 3, \"mean_week_duration\": 2.925}}, {\"26415\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-01-07 01:27:12.000000+00:00\", \"2020-10-02 19:37:05.000000+00:00\", \"2022-03-28 06:22:10.000000+00:00\", \"2019-08-13 15:33:09.000000+00:00\", \"2022-10-18 05:17:43.000000+00:00\"], \"session_ids\": [\"a7f0d9c2-9b6b-492e-a48e-e1b147323e39\", \"e57e1db1-1598-4a4b-98b1-85540d4d5192\", \"2e8a2716-6b87-4270-8ae6-42ca74c03a48\", \"212b92a1-3013-4209-9dab-b3a8491a2f90\", \"c19d5be4-a82a-459e-9f3c-b3b78a1ce41e\"], \"total_duration\": 456.0, \"total_sessions\": 5, \"mean_week_duration\": 2.562}}, {\"97471\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-07-07 06:15:31.000000+00:00\", \"2019-08-12 07:35:54.000000+00:00\", \"2019-08-25 15:56:27.000000+00:00\"], \"session_ids\": [\"226e0f38-1bca-41ed-bbf0-289471e8fc7b\", \"ce5886fa-322d-43d9-beba-4107ffacc2c1\", \"d6e8e991-e45a-4dab-8362-b18d94d54f53\"], \"total_duration\": 501.0, \"total_sessions\": 3, \"mean_week_duration\": 3.296}}, {\"87590\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-09-11 00:12:48.000000+00:00\", \"2019-12-18 09:09:43.000000+00:00\"], \"session_ids\": [\"f21c0e3f-d81a-4598-b482-2ce7c9fa3f19\", \"6bb144e0-ad15-457e-895e-55ddf489c510\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 1.846}}, {\"21639\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-04-14 02:08:08.000000+00:00\", \"2022-06-16 12:12:18.000000+00:00\", \"2019-08-22 22:50:43.000000+00:00\", \"2021-01-07 18:24:10.000000+00:00\"], \"session_ids\": [\"7d232cd0-9e49-40b0-9e0b-f71d4aa618d5\", \"3330ba06-6506-41d6-b8ff-44623cfa397c\", \"7b642f22-9985-4357-87ca-66d9b9290791\", \"e974cd24-44c9-4d29-a6b2-ab43f402b51b\"], \"total_duration\": 211.0, \"total_sessions\": 4, \"mean_week_duration\": 1.111}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"7388\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2023-05-09 18:59:04.000000+00:00\", \"2019-12-04 22:30:53.000000+00:00\"], \"session_ids\": [\"45060541-34e3-4cbd-a91a-949bf452eb0a\", \"389a88bb-04ec-4502-9d81-6caf3a45aed7\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.229}}, {\"78193\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 4}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-04 13:52:54.000000+00:00\", \"2020-04-10 23:33:41.000000+00:00\"], \"session_ids\": [\"ab749dae-1b9a-4db9-96b1-9aefc762dee7\", \"f276ce98-8ffa-41e0-8a67-d21d291a46f7\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.621}}, {\"20050\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-03-31 19:08:35.000000+00:00\", \"2023-02-16 06:16:43.000000+00:00\", \"2021-03-06 09:36:08.000000+00:00\"], \"session_ids\": [\"927de5cd-7506-4367-a16b-55d2773f4846\", \"842e843c-6bc4-4c9f-8d61-005ca572d93b\", \"ed1d542f-a924-43d4-88bb-971694859efd\"], \"total_duration\": 486.0, \"total_sessions\": 3, \"mean_week_duration\": 4.5}}]\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[{\"7388\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2023-05-09 18:59:04.000000+00:00\", \"2019-12-04 22:30:53.000000+00:00\"], \"session_ids\": [\"45060541-34e3-4cbd-a91a-949bf452eb0a\", \"389a88bb-04ec-4502-9d81-6caf3a45aed7\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.229}}, {\"78193\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 4}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-04 13:52:54.000000+00:00\", \"2020-04-10 23:33:41.000000+00:00\"], \"session_ids\": [\"ab749dae-1b9a-4db9-96b1-9aefc762dee7\", \"f276ce98-8ffa-41e0-8a67-d21d291a46f7\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.621}}, {\"20050\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-03-31 19:08:35.000000+00:00\", \"2023-02-16 06:16:43.000000+00:00\", \"2021-03-06 09:36:08.000000+00:00\"], \"session_ids\": [\"927de5cd-7506-4367-a16b-55d2773f4846\", \"842e843c-6bc4-4c9f-8d61-005ca572d93b\", \"ed1d542f-a924-43d4-88bb-971694859efd\"], \"total_duration\": 486.0, \"total_sessions\": 3, \"mean_week_duration\": 4.5}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about users who have total sessoins count smaller than 9 and strictly bigger than 5 as well as sort by time spent on the site desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"53342\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-07-24 10:50:39.000000+00:00\", \"2020-01-06 07:41:00.000000+00:00\"], \"session_ids\": [\"45f8e0d3-0628-4db1-95bb-f3070b9e7b2c\", \"32b83e12-635a-4207-9c92-5dd43d104e81\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 2.586}, \"72084\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-07-18 20:58:02.000000+00:00\", \"2019-09-28 12:36:50.000000+00:00\", \"2019-06-15 10:48:03.000000+00:00\", \"2022-11-30 20:55:26.000000+00:00\", \"2020-11-03 21:51:52.000000+00:00\", \"2020-05-28 09:25:31.000000+00:00\"], \"session_ids\": [\"e33577b9-fc1c-4a31-ab82-3621c155c880\", \"9b017767-df26-4bb4-b85b-a2a16d160312\", \"43d70709-cc94-4e30-9eb6-f5d634ea315e\", \"582a1c05-ffe3-410c-bdca-67512636bd18\", \"e8d50bce-a38e-4a6e-9e52-b21886ba19eb\", \"2a9a86e1-26e5-4d7c-97cb-bdbabac4cfb2\"], \"total_duration\": 260.0, \"total_sessions\": 6, \"mean_week_duration\": 1.436}, \"67666\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 4}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-05-20 08:11:26.000000+00:00\", \"2022-10-02 15:29:31.000000+00:00\"], \"session_ids\": [\"58da9277-13f9-481d-b869-46973bafa6b3\", \"808b2637-e97b-4842-8081-c3065d5b3f0a\"], \"total_duration\": 230.0, \"total_sessions\": 2, \"mean_week_duration\": 3.194}, \"88434\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-10-03 15:24:23.000000+00:00\", \"2020-12-22 16:33:58.000000+00:00\", \"2020-03-23 14:49:53.000000+00:00\", \"2023-06-13 08:16:57.000000+00:00\", \"2020-11-02 23:05:09.000000+00:00\", \"2022-12-31 18:35:30.000000+00:00\", \"2021-07-14 02:32:35.000000+00:00\", \"2023-05-27 09:02:26.000000+00:00\"], \"session_ids\": [\"3bf02954-c7b6-4ac5-ba99-e69384318a50\", \"b65c0379-1011-4ff4-b0a5-9fe7be5cdfc0\", \"b991ff04-aaa0-4fdb-9fd3-145ebd9ce15b\", \"7d3daa7f-258f-427a-9da7-ba2ee8eacdfe\", \"4b74f7b6-64a5-4f82-bb6b-1bbbbdccb34f\", \"abc9cfd1-ef0d-43c7-b6f0-3e201f8e304a\", \"5d1b03cb-fb9b-4739-9d75-4c6a8079332f\", \"1a997f99-5769-4f58-8ec8-df2b5f7e8405\"], \"total_duration\": 996.0, \"total_sessions\": 8, \"mean_week_duration\": 5.161}, \"58475\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-23 23:50:34.000000+00:00\", \"2022-07-24 21:02:07.000000+00:00\"], \"session_ids\": [\"19b319ac-81a8-4170-b6f9-f9ce287b385b\", \"3f02c7b2-2074-44c2-9274-2b772e98e6f7\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 2.871}, \"86021\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-08-13 14:12:09.000000+00:00\", \"2023-01-22 09:15:31.000000+00:00\"], \"session_ids\": [\"c1bcb5b4-398a-4f3c-a203-3c0fc997dade\", \"c836130b-a463-42b4-99bd-b56921caf32b\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 1.217}, \"13723\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-12-12 18:32:52.000000+00:00\", \"2020-04-28 20:17:13.000000+00:00\", \"2020-06-08 02:23:24.000000+00:00\"], \"session_ids\": [\"bb3fcabc-bd7c-4e63-82bd-b832f4287429\", \"16fab443-a2b6-4290-a6ec-d630f406dcb6\", \"19ce6f48-e10d-4554-a150-3fe486b9375d\"], \"total_duration\": 27.0, \"total_sessions\": 3, \"mean_week_duration\": 1.038}, \"43492\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-06-18 15:58:14.000000+00:00\", \"2019-04-24 18:01:36.000000+00:00\"], \"session_ids\": [\"eb9bbddd-d56a-4513-87aa-d785b6b0cda6\", \"ec01fbf4-e6fe-45e7-96e3-d71051bfd22f\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 9.875}, \"65219\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-07-31 16:54:13.000000+00:00\", \"2020-12-18 10:13:56.000000+00:00\", \"2021-06-21 13:25:07.000000+00:00\"], \"session_ids\": [\"c457fe01-8eda-4c94-bbd5-e6d1ddf90bf4\", \"079b6956-eddd-46f9-9186-387a7b081dcb\", \"fa091fee-2b2c-47d3-b3bb-c25e9f7a81c6\"], \"total_duration\": 981.0, \"total_sessions\": 3, \"mean_week_duration\": 11.541}, \"27773\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-01-22 06:40:01.000000+00:00\", \"2020-08-15 20:50:12.000000+00:00\"], \"session_ids\": [\"c8f43dcc-c787-4781-ae20-2378e45473ea\", \"172f2017-958e-45e4-bddf-3ae410079c18\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 12.478}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are greater than 5 and are equal or less than 9"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[5, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"72084\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-07-18 20:58:02.000000+00:00\", \"2019-09-28 12:36:50.000000+00:00\", \"2019-06-15 10:48:03.000000+00:00\", \"2022-11-30 20:55:26.000000+00:00\", \"2020-11-03 21:51:52.000000+00:00\", \"2020-05-28 09:25:31.000000+00:00\"], \"session_ids\": [\"e33577b9-fc1c-4a31-ab82-3621c155c880\", \"9b017767-df26-4bb4-b85b-a2a16d160312\", \"43d70709-cc94-4e30-9eb6-f5d634ea315e\", \"582a1c05-ffe3-410c-bdca-67512636bd18\", \"e8d50bce-a38e-4a6e-9e52-b21886ba19eb\", \"2a9a86e1-26e5-4d7c-97cb-bdbabac4cfb2\"], \"total_duration\": 260.0, \"total_sessions\": 6, \"mean_week_duration\": 1.436}, \"88434\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-10-03 15:24:23.000000+00:00\", \"2020-12-22 16:33:58.000000+00:00\", \"2020-03-23 14:49:53.000000+00:00\", \"2023-06-13 08:16:57.000000+00:00\", \"2020-11-02 23:05:09.000000+00:00\", \"2022-12-31 18:35:30.000000+00:00\", \"2021-07-14 02:32:35.000000+00:00\", \"2023-05-27 09:02:26.000000+00:00\"], \"session_ids\": [\"3bf02954-c7b6-4ac5-ba99-e69384318a50\", \"b65c0379-1011-4ff4-b0a5-9fe7be5cdfc0\", \"b991ff04-aaa0-4fdb-9fd3-145ebd9ce15b\", \"7d3daa7f-258f-427a-9da7-ba2ee8eacdfe\", \"4b74f7b6-64a5-4f82-bb6b-1bbbbdccb34f\", \"abc9cfd1-ef0d-43c7-b6f0-3e201f8e304a\", \"5d1b03cb-fb9b-4739-9d75-4c6a8079332f\", \"1a997f99-5769-4f58-8ec8-df2b5f7e8405\"], \"total_duration\": 996.0, \"total_sessions\": 8, \"mean_week_duration\": 5.161}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"88434\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-10-03 15:24:23.000000+00:00\", \"2020-12-22 16:33:58.000000+00:00\", \"2020-03-23 14:49:53.000000+00:00\", \"2023-06-13 08:16:57.000000+00:00\", \"2020-11-02 23:05:09.000000+00:00\", \"2022-12-31 18:35:30.000000+00:00\", \"2021-07-14 02:32:35.000000+00:00\", \"2023-05-27 09:02:26.000000+00:00\"], \"session_ids\": [\"3bf02954-c7b6-4ac5-ba99-e69384318a50\", \"b65c0379-1011-4ff4-b0a5-9fe7be5cdfc0\", \"b991ff04-aaa0-4fdb-9fd3-145ebd9ce15b\", \"7d3daa7f-258f-427a-9da7-ba2ee8eacdfe\", \"4b74f7b6-64a5-4f82-bb6b-1bbbbdccb34f\", \"abc9cfd1-ef0d-43c7-b6f0-3e201f8e304a\", \"5d1b03cb-fb9b-4739-9d75-4c6a8079332f\", \"1a997f99-5769-4f58-8ec8-df2b5f7e8405\"], \"total_duration\": 996.0, \"total_sessions\": 8, \"mean_week_duration\": 5.161}}, {\"72084\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-07-18 20:58:02.000000+00:00\", \"2019-09-28 12:36:50.000000+00:00\", \"2019-06-15 10:48:03.000000+00:00\", \"2022-11-30 20:55:26.000000+00:00\", \"2020-11-03 21:51:52.000000+00:00\", \"2020-05-28 09:25:31.000000+00:00\"], \"session_ids\": [\"e33577b9-fc1c-4a31-ab82-3621c155c880\", \"9b017767-df26-4bb4-b85b-a2a16d160312\", \"43d70709-cc94-4e30-9eb6-f5d634ea315e\", \"582a1c05-ffe3-410c-bdca-67512636bd18\", \"e8d50bce-a38e-4a6e-9e52-b21886ba19eb\", \"2a9a86e1-26e5-4d7c-97cb-bdbabac4cfb2\"], \"total_duration\": 260.0, \"total_sessions\": 6, \"mean_week_duration\": 1.436}}]\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[{\"88434\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-10-03 15:24:23.000000+00:00\", \"2020-12-22 16:33:58.000000+00:00\", \"2020-03-23 14:49:53.000000+00:00\", \"2023-06-13 08:16:57.000000+00:00\", \"2020-11-02 23:05:09.000000+00:00\", \"2022-12-31 18:35:30.000000+00:00\", \"2021-07-14 02:32:35.000000+00:00\", \"2023-05-27 09:02:26.000000+00:00\"], \"session_ids\": [\"3bf02954-c7b6-4ac5-ba99-e69384318a50\", \"b65c0379-1011-4ff4-b0a5-9fe7be5cdfc0\", \"b991ff04-aaa0-4fdb-9fd3-145ebd9ce15b\", \"7d3daa7f-258f-427a-9da7-ba2ee8eacdfe\", \"4b74f7b6-64a5-4f82-bb6b-1bbbbdccb34f\", \"abc9cfd1-ef0d-43c7-b6f0-3e201f8e304a\", \"5d1b03cb-fb9b-4739-9d75-4c6a8079332f\", \"1a997f99-5769-4f58-8ec8-df2b5f7e8405\"], \"total_duration\": 996.0, \"total_sessions\": 8, \"mean_week_duration\": 5.161}}, {\"72084\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-07-18 20:58:02.000000+00:00\", \"2019-09-28 12:36:50.000000+00:00\", \"2019-06-15 10:48:03.000000+00:00\", \"2022-11-30 20:55:26.000000+00:00\", \"2020-11-03 21:51:52.000000+00:00\", \"2020-05-28 09:25:31.000000+00:00\"], \"session_ids\": [\"e33577b9-fc1c-4a31-ab82-3621c155c880\", \"9b017767-df26-4bb4-b85b-a2a16d160312\", \"43d70709-cc94-4e30-9eb6-f5d634ea315e\", \"582a1c05-ffe3-410c-bdca-67512636bd18\", \"e8d50bce-a38e-4a6e-9e52-b21886ba19eb\", \"2a9a86e1-26e5-4d7c-97cb-bdbabac4cfb2\"], \"total_duration\": 260.0, \"total_sessions\": 6, \"mean_week_duration\": 1.436}}]\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 users whose mean week duration is same as 13 additionaly execute sorting by time spent on the site form the highest value to the lowest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"58582\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-07-14 01:51:16.000000+00:00\", \"2021-12-28 11:23:21.000000+00:00\"], \"session_ids\": [\"e0108ab4-de98-468e-8d0b-c708d417bc86\", \"4b2a30b2-3fb3-4c88-8f2f-c038064efdc9\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 8.069}, \"51864\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-15 08:02:51.000000+00:00\", \"2019-04-28 10:35:07.000000+00:00\", \"2021-06-07 10:18:26.000000+00:00\", \"2022-08-18 08:27:45.000000+00:00\", \"2021-05-07 19:34:47.000000+00:00\", \"2020-03-01 17:44:46.000000+00:00\", \"2022-09-02 10:17:34.000000+00:00\", \"2021-06-11 08:32:45.000000+00:00\", \"2023-05-13 00:02:18.000000+00:00\", \"2019-03-06 05:36:17.000000+00:00\", \"2022-05-20 07:15:39.000000+00:00\"], \"session_ids\": [\"07f03e6a-e73e-4d66-97b7-770c969ad9be\", \"8308bbad-b9de-49d1-bd67-fddf079b965b\", \"510e1ad4-9ec6-4ecf-ac8b-372cca610813\", \"c5560c18-ecb5-498d-835e-8e837106d362\", \"7653d330-fb1e-434f-b99a-9df146d3a95f\", \"a420f23c-95a8-4b17-92cf-02916c9fd73c\", \"5b6dca2a-ac95-4105-bb00-193dafbae821\", \"32fb48ac-2e22-4f45-af72-78a9e4e6f383\", \"a5de503c-6e9b-43e3-b600-cf2da63a384e\", \"9875515e-b8a3-4127-a553-600e4ab64e47\", \"dcfff471-684d-48b8-8c6e-ebb122c81dc1\"], \"total_duration\": 14520.0, \"total_sessions\": 11, \"mean_week_duration\": 66.301}, \"61983\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2019-09-18 23:59:28.000000+00:00\", \"2020-09-07 08:32:29.000000+00:00\"], \"session_ids\": [\"72d0f901-45be-4c00-ad18-6feb2b49c912\", \"e6f026e7-9aed-44c1-a8ae-276d767e34b6\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 6.196}, \"82824\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-04-30 00:30:09.000000+00:00\", \"2019-01-03 11:16:44.000000+00:00\"], \"session_ids\": [\"4dc344be-1ac3-4f54-92d1-7687152497b4\", \"a63620fb-0d4d-4ace-97e2-a38a0f83ea78\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.109}, \"81655\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-12-23 01:04:23.000000+00:00\", \"2021-12-08 16:06:16.000000+00:00\"], \"session_ids\": [\"89147239-bebe-49d1-95f3-a9d9c913a1c8\", \"3a628920-3442-4a47-bc65-83c6cc6fbc2f\"], \"total_duration\": 204.0, \"total_sessions\": 2, \"mean_week_duration\": 3.709}, \"40768\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-12-29 14:35:51.000000+00:00\", \"2021-04-08 01:36:25.000000+00:00\"], \"session_ids\": [\"225f2c1a-7d31-42bb-86d0-28626e4a1bec\", \"05178337-a17f-40fb-b7e2-5b4e30f13388\"], \"total_duration\": 337.0, \"total_sessions\": 2, \"mean_week_duration\": 3.744}, \"64782\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 8, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-05-23 01:22:55.000000+00:00\", \"2021-03-09 21:27:53.000000+00:00\"], \"session_ids\": [\"60084e2a-c83c-4ebd-8bd5-7f6f14671cb2\", \"263ded85-3d8a-47f5-bbb5-d0fa2ecca75c\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 4.333}, \"10227\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-06 14:49:44.000000+00:00\", \"2022-03-21 20:41:47.000000+00:00\"], \"session_ids\": [\"bbc1a25c-b703-4234-9de6-096f27df1a0a\", \"f74d4fdc-602d-414b-ac18-5acb67b24c47\"], \"total_duration\": 399.0, \"total_sessions\": 2, \"mean_week_duration\": 3.47}, \"18013\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-09-09 11:54:41.000000+00:00\", \"2022-09-05 13:59:21.000000+00:00\"], \"session_ids\": [\"0c099215-610d-409f-a603-33f3f8d9873c\", \"928ef708-e7c8-4fb7-9f3f-649fb6d91e33\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 0.683}, \"40103\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-18 13:50:30.000000+00:00\", \"2021-01-04 04:00:35.000000+00:00\", \"2021-03-30 02:59:32.000000+00:00\", \"2022-01-13 11:03:51.000000+00:00\", \"2021-09-14 20:58:38.000000+00:00\", \"2022-04-22 12:06:41.000000+00:00\", \"2020-06-25 23:21:26.000000+00:00\", \"2020-10-14 18:22:01.000000+00:00\", \"2019-02-13 06:13:32.000000+00:00\"], \"session_ids\": [\"ea628483-3508-4644-84a7-fc7a0e78e873\", \"263753b4-ff2b-4cdb-8b4e-ad1446634bb5\", \"b1f013fb-653e-47e3-b7cd-bd02ceb56527\", \"7119fe4f-c046-4aa5-8de7-b2df15d119e0\", \"32d79e9d-eab1-4e0a-8700-c3a96368b73e\", \"c6eddaad-f4e8-4bad-b57a-6750843ba515\", \"6a800b6a-17f7-47c0-b6bf-11f7721d5251\", \"50944fda-7360-44e6-8748-5f7f15eee7e5\", \"6a40069c-ce3a-4a6e-804c-5bd2a7a66a7e\"], \"total_duration\": 5194.0, \"total_sessions\": 9, \"mean_week_duration\": 31.102}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are 13"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[13, 44]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me 2 users who have total sessions bigger than 4 and smaller than 5 and put to use sorting by total duration 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{\"31883\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-02-15 12:04:03.000000+00:00\", \"2021-05-28 08:02:14.000000+00:00\"], \"session_ids\": [\"755ec677-c7aa-4a92-8a4e-45003c4396f5\", \"49a07169-0395-4216-ad25-33ccb70711eb\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.277}, \"1933\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-28 04:43:12.000000+00:00\", \"2021-11-22 00:23:31.000000+00:00\"], \"session_ids\": [\"2afaa47c-7a0d-4f9a-a7ac-5ad8f5f4002d\", \"2307742a-6e08-495c-8eac-08d7d1e03c9e\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 0.828}, \"27915\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-04-14 14:52:55.000000+00:00\", \"2023-03-28 15:49:38.000000+00:00\"], \"session_ids\": [\"d5d869a4-eacd-49eb-8a62-ab22bdaa9e80\", \"a35207bf-966d-4f09-81ba-2e91fb55ff92\"], \"total_duration\": 216.0, \"total_sessions\": 2, \"mean_week_duration\": 4.32}, \"55944\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-06-22 08:49:17.000000+00:00\", \"2023-02-08 14:50:39.000000+00:00\", \"2022-11-14 23:16:47.000000+00:00\"], \"session_ids\": [\"ed5b3078-311f-4e2e-ad9c-8185cb24f60b\", \"ab38593c-6646-4504-b5be-fd4f1d68cc60\", \"adfad263-17fa-47b5-8dbf-aefd44819d62\"], \"total_duration\": 26.0, \"total_sessions\": 3, \"mean_week_duration\": 0.788}, \"39131\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-12-24 07:14:54.000000+00:00\", \"2021-09-01 20:25:42.000000+00:00\", \"2019-07-04 10:38:22.000000+00:00\", \"2021-03-07 13:53:56.000000+00:00\", \"2021-07-18 22:02:29.000000+00:00\", \"2023-02-03 21:17:34.000000+00:00\", \"2022-10-02 16:05:16.000000+00:00\", \"2022-01-17 01:19:40.000000+00:00\", \"2023-04-09 18:02:08.000000+00:00\", \"2022-02-09 23:57:35.000000+00:00\"], \"session_ids\": [\"5e884ebb-1f37-4ebd-bf3f-653b1f390339\", \"63404ad2-7662-45f0-86d6-ed7614a35784\", \"d8bf346a-22d6-476e-aa80-4e35c673bf26\", \"d47459ac-4ca5-404e-b850-fca6516841bb\", \"d21f9128-f3d0-4518-bebc-8847a40a99ac\", \"bd432f51-f56e-413d-9690-c2b45d75ac9b\", \"4d79661c-da1a-4783-ade0-28f5c950c9f9\", \"97625587-a4bf-411d-83b2-08ebe9a1e4a6\", \"d3a6777c-801c-4827-b0fd-7b2105a03298\", \"b26d210b-72fd-4fb6-afe2-84c5f718c24e\"], \"total_duration\": 3961.0, \"total_sessions\": 10, \"mean_week_duration\": 20.107}, \"3401\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-16 07:35:14.000000+00:00\", \"2022-01-23 23:18:44.000000+00:00\", \"2020-06-09 01:00:16.000000+00:00\", \"2019-03-19 04:26:42.000000+00:00\"], \"session_ids\": [\"24850eba-bd17-4a4e-96c2-5a5831de888a\", \"13992cff-a7c7-424c-856b-21a78c132ef5\", \"d0da7218-ba5e-4740-ab58-36431754692e\", \"65822eb7-1371-4f4b-be86-a9fefce8d92f\"], \"total_duration\": 593.0, \"total_sessions\": 4, \"mean_week_duration\": 3.98}, \"97670\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-12-22 19:14:47.000000+00:00\", \"2020-10-23 11:25:32.000000+00:00\"], \"session_ids\": [\"e77b5cdc-42ea-429a-990b-8d65c5185409\", \"0f0f7a7a-0ea4-45ce-bb4a-109d6c6e4044\"], \"total_duration\": 392.0, \"total_sessions\": 2, \"mean_week_duration\": 43.556}, \"51952\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-06-09 23:23:56.000000+00:00\", \"2020-11-14 10:04:44.000000+00:00\", \"2019-10-17 12:43:12.000000+00:00\", \"2021-04-30 18:35:19.000000+00:00\", \"2020-01-16 15:10:37.000000+00:00\"], \"session_ids\": [\"8b4d451c-a962-4afb-8920-2c9b2e7d8398\", \"6e8051a9-0a42-45a2-b288-08f36af96c65\", \"02f5c28f-eff5-4d5c-a458-be0529ca12f3\", \"fe8b6e09-ea74-4ab3-b32e-7dfbecec2889\", \"137f9245-58cd-4604-9a46-9130f2d4b406\"], \"total_duration\": 64.0, \"total_sessions\": 5, \"mean_week_duration\": 0.79}, \"79772\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-02-24 12:52:52.000000+00:00\", \"2019-02-23 05:36:05.000000+00:00\", \"2022-12-10 14:13:27.000000+00:00\", \"2020-05-13 07:28:59.000000+00:00\", \"2021-02-13 22:47:19.000000+00:00\", \"2021-11-30 20:53:56.000000+00:00\", \"2021-04-27 07:56:07.000000+00:00\", \"2019-07-15 23:34:08.000000+00:00\", \"2020-10-24 23:05:45.000000+00:00\", \"2021-09-16 07:31:32.000000+00:00\"], \"session_ids\": [\"0a2a0ece-c107-4924-b943-80df024f813e\", \"f44e4ae6-3b4b-4bc2-85c0-b695a050f717\", \"ede6a430-8d59-44da-9b18-46fc9f995437\", \"243b387b-e542-4269-a101-5d1b7a0577f4\", \"b5a42c2c-a2be-4375-a1e5-583caceaf8f4\", \"37ea701f-6664-446b-b574-0b9f6f046f43\", \"72691871-b3d6-4561-853d-ec210dd75fcb\", \"f9e30435-1e1e-41db-8a65-252c0dcf83a6\", \"ecad5aa6-8842-4efb-abc1-d2c256a4243c\", \"79541bfa-8516-4036-8a37-3c9def95859c\"], \"total_duration\": 38502.0, \"total_sessions\": 10, \"mean_week_duration\": 194.455}, \"30401\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-05-11 19:19:52.000000+00:00\", \"2019-05-15 07:03:03.000000+00:00\", \"2021-09-11 00:56:27.000000+00:00\", \"2020-02-22 19:40:39.000000+00:00\"], \"session_ids\": [\"789be49d-ae2f-46bf-bbf8-0b7acf9aadc0\", \"7cbd3bc9-c159-4ccb-b75b-9130a9a577ea\", \"1186ebc1-3db9-4729-b904-0dd9cab073cb\", \"29957924-9394-444a-a038-5cc86a88c663\"], \"total_duration\": 1321.0, \"total_sessions\": 4, \"mean_week_duration\": 10.828}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or greater than 4 and are equal or less than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[4, 5]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"3401\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-16 07:35:14.000000+00:00\", \"2022-01-23 23:18:44.000000+00:00\", \"2020-06-09 01:00:16.000000+00:00\", \"2019-03-19 04:26:42.000000+00:00\"], \"session_ids\": [\"24850eba-bd17-4a4e-96c2-5a5831de888a\", \"13992cff-a7c7-424c-856b-21a78c132ef5\", \"d0da7218-ba5e-4740-ab58-36431754692e\", \"65822eb7-1371-4f4b-be86-a9fefce8d92f\"], \"total_duration\": 593.0, \"total_sessions\": 4, \"mean_week_duration\": 3.98}, \"51952\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-06-09 23:23:56.000000+00:00\", \"2020-11-14 10:04:44.000000+00:00\", \"2019-10-17 12:43:12.000000+00:00\", \"2021-04-30 18:35:19.000000+00:00\", \"2020-01-16 15:10:37.000000+00:00\"], \"session_ids\": [\"8b4d451c-a962-4afb-8920-2c9b2e7d8398\", \"6e8051a9-0a42-45a2-b288-08f36af96c65\", \"02f5c28f-eff5-4d5c-a458-be0529ca12f3\", \"fe8b6e09-ea74-4ab3-b32e-7dfbecec2889\", \"137f9245-58cd-4604-9a46-9130f2d4b406\"], \"total_duration\": 64.0, \"total_sessions\": 5, \"mean_week_duration\": 0.79}, \"30401\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-05-11 19:19:52.000000+00:00\", \"2019-05-15 07:03:03.000000+00:00\", \"2021-09-11 00:56:27.000000+00:00\", \"2020-02-22 19:40:39.000000+00:00\"], \"session_ids\": [\"789be49d-ae2f-46bf-bbf8-0b7acf9aadc0\", \"7cbd3bc9-c159-4ccb-b75b-9130a9a577ea\", \"1186ebc1-3db9-4729-b904-0dd9cab073cb\", \"29957924-9394-444a-a038-5cc86a88c663\"], \"total_duration\": 1321.0, \"total_sessions\": 4, \"mean_week_duration\": 10.828}}\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[{\"51952\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-06-09 23:23:56.000000+00:00\", \"2020-11-14 10:04:44.000000+00:00\", \"2019-10-17 12:43:12.000000+00:00\", \"2021-04-30 18:35:19.000000+00:00\", \"2020-01-16 15:10:37.000000+00:00\"], \"session_ids\": [\"8b4d451c-a962-4afb-8920-2c9b2e7d8398\", \"6e8051a9-0a42-45a2-b288-08f36af96c65\", \"02f5c28f-eff5-4d5c-a458-be0529ca12f3\", \"fe8b6e09-ea74-4ab3-b32e-7dfbecec2889\", \"137f9245-58cd-4604-9a46-9130f2d4b406\"], \"total_duration\": 64.0, \"total_sessions\": 5, \"mean_week_duration\": 0.79}}, {\"3401\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-16 07:35:14.000000+00:00\", \"2022-01-23 23:18:44.000000+00:00\", \"2020-06-09 01:00:16.000000+00:00\", \"2019-03-19 04:26:42.000000+00:00\"], \"session_ids\": [\"24850eba-bd17-4a4e-96c2-5a5831de888a\", \"13992cff-a7c7-424c-856b-21a78c132ef5\", \"d0da7218-ba5e-4740-ab58-36431754692e\", \"65822eb7-1371-4f4b-be86-a9fefce8d92f\"], \"total_duration\": 593.0, \"total_sessions\": 4, \"mean_week_duration\": 3.98}}, {\"30401\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-05-11 19:19:52.000000+00:00\", \"2019-05-15 07:03:03.000000+00:00\", \"2021-09-11 00:56:27.000000+00:00\", \"2020-02-22 19:40:39.000000+00:00\"], \"session_ids\": [\"789be49d-ae2f-46bf-bbf8-0b7acf9aadc0\", \"7cbd3bc9-c159-4ccb-b75b-9130a9a577ea\", \"1186ebc1-3db9-4729-b904-0dd9cab073cb\", \"29957924-9394-444a-a038-5cc86a88c663\"], \"total_duration\": 1321.0, \"total_sessions\": 4, \"mean_week_duration\": 10.828}}]\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[{\"51952\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-06-09 23:23:56.000000+00:00\", \"2020-11-14 10:04:44.000000+00:00\", \"2019-10-17 12:43:12.000000+00:00\", \"2021-04-30 18:35:19.000000+00:00\", \"2020-01-16 15:10:37.000000+00:00\"], \"session_ids\": [\"8b4d451c-a962-4afb-8920-2c9b2e7d8398\", \"6e8051a9-0a42-45a2-b288-08f36af96c65\", \"02f5c28f-eff5-4d5c-a458-be0529ca12f3\", \"fe8b6e09-ea74-4ab3-b32e-7dfbecec2889\", \"137f9245-58cd-4604-9a46-9130f2d4b406\"], \"total_duration\": 64.0, \"total_sessions\": 5, \"mean_week_duration\": 0.79}}, {\"3401\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-16 07:35:14.000000+00:00\", \"2022-01-23 23:18:44.000000+00:00\", \"2020-06-09 01:00:16.000000+00:00\", \"2019-03-19 04:26:42.000000+00:00\"], \"session_ids\": [\"24850eba-bd17-4a4e-96c2-5a5831de888a\", \"13992cff-a7c7-424c-856b-21a78c132ef5\", \"d0da7218-ba5e-4740-ab58-36431754692e\", \"65822eb7-1371-4f4b-be86-a9fefce8d92f\"], \"total_duration\": 593.0, \"total_sessions\": 4, \"mean_week_duration\": 3.98}}]\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[{\"51952\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-06-09 23:23:56.000000+00:00\", \"2020-11-14 10:04:44.000000+00:00\", \"2019-10-17 12:43:12.000000+00:00\", \"2021-04-30 18:35:19.000000+00:00\", \"2020-01-16 15:10:37.000000+00:00\"], \"session_ids\": [\"8b4d451c-a962-4afb-8920-2c9b2e7d8398\", \"6e8051a9-0a42-45a2-b288-08f36af96c65\", \"02f5c28f-eff5-4d5c-a458-be0529ca12f3\", \"fe8b6e09-ea74-4ab3-b32e-7dfbecec2889\", \"137f9245-58cd-4604-9a46-9130f2d4b406\"], \"total_duration\": 64.0, \"total_sessions\": 5, \"mean_week_duration\": 0.79}}, {\"3401\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-16 07:35:14.000000+00:00\", \"2022-01-23 23:18:44.000000+00:00\", \"2020-06-09 01:00:16.000000+00:00\", \"2019-03-19 04:26:42.000000+00:00\"], \"session_ids\": [\"24850eba-bd17-4a4e-96c2-5a5831de888a\", \"13992cff-a7c7-424c-856b-21a78c132ef5\", \"d0da7218-ba5e-4740-ab58-36431754692e\", \"65822eb7-1371-4f4b-be86-a9fefce8d92f\"], \"total_duration\": 593.0, \"total_sessions\": 4, \"mean_week_duration\": 3.98}}]\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 7 users whose mean week duration is 18 and in addition implement sorting by median of duration of sessions per week from the smallest to the largest."
}
] |
[
{
"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{\"56176\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-05-30 23:57:38.000000+00:00\", \"2019-05-10 19:51:25.000000+00:00\"], \"session_ids\": [\"cc0f2a09-d9a8-42f9-948a-583b55ebde97\", \"08274f28-7ff7-4115-a764-c75dfbba2d29\"], \"total_duration\": 159.0, \"total_sessions\": 2, \"mean_week_duration\": 53.0}, \"58863\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-11-05 08:21:11.000000+00:00\", \"2020-01-09 02:51:39.000000+00:00\", \"2021-11-05 01:18:13.000000+00:00\"], \"session_ids\": [\"01168f16-6cc2-4449-ace3-c7a2c0e731d5\", \"916b191f-cc5c-4298-af94-0ebd9f45c9a5\", \"40b15197-48de-41bf-828a-69fea1e3a01d\"], \"total_duration\": 751.0, \"total_sessions\": 3, \"mean_week_duration\": 7.823}, \"80711\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-18 15:55:52.000000+00:00\", \"2020-11-09 06:52:47.000000+00:00\", \"2020-05-17 18:42:29.000000+00:00\"], \"session_ids\": [\"779bc065-dd85-4c57-b2b2-25a6f617c071\", \"f7bfe6ac-cbe7-4c69-94e8-78984b8b6800\", \"dd9ee90c-061c-47ea-9bd4-a7e9a1053c44\"], \"total_duration\": 591.0, \"total_sessions\": 3, \"mean_week_duration\": 3.764}, \"61248\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-09-03 04:03:40.000000+00:00\", \"2020-04-27 02:52:11.000000+00:00\"], \"session_ids\": [\"d98a437f-6950-4add-8a7f-e88d095f5393\", \"a5e9dad0-3961-4a84-8654-69d265199310\"], \"total_duration\": 188.0, \"total_sessions\": 2, \"mean_week_duration\": 2.648}, \"78562\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-03-14 19:35:00.000000+00:00\", \"2023-05-06 12:59:38.000000+00:00\"], \"session_ids\": [\"181d5c4b-91ff-4735-969e-f5ac752eb542\", \"654af6dd-1d24-482b-a33d-129802c98d84\"], \"total_duration\": 479.0, \"total_sessions\": 2, \"mean_week_duration\": 2.921}, \"98380\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-03-05 17:24:23.000000+00:00\", \"2019-02-09 14:44:41.000000+00:00\", \"2019-06-18 13:10:56.000000+00:00\", \"2023-02-23 11:48:56.000000+00:00\", \"2020-05-20 16:18:44.000000+00:00\"], \"session_ids\": [\"9cb22d68-aa8c-4ed3-901b-1f81e81da44b\", \"0705c99d-24c3-4774-9270-b301f958df96\", \"1b961a7b-4e86-4fc7-b4b2-5658513bab2f\", \"9cc593e7-429e-4001-92e1-cf098695e4a9\", \"7b65a820-13af-469d-976b-daa7b2c2d069\"], \"total_duration\": 2838.0, \"total_sessions\": 5, \"mean_week_duration\": 13.45}, \"90585\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-02-18 00:58:12.000000+00:00\", \"2021-05-24 14:29:55.000000+00:00\", \"2019-11-03 15:49:50.000000+00:00\", \"2020-06-29 17:07:42.000000+00:00\", \"2020-04-24 15:54:34.000000+00:00\", \"2021-08-01 23:55:43.000000+00:00\", \"2022-10-16 06:56:40.000000+00:00\", \"2019-10-20 20:44:46.000000+00:00\", \"2021-08-03 08:05:32.000000+00:00\", \"2021-09-19 02:45:09.000000+00:00\"], \"session_ids\": [\"77c83e28-593a-479d-9031-9763394acabd\", \"d4194a5d-21c1-4827-aa88-4b1f108b9521\", \"a8b049ff-22dd-4900-82b3-77dfd6b696a9\", \"3052eec4-6046-42af-946d-7fc77f06012c\", \"1acc8eef-9361-4a9c-a4ab-a7965a9e7d75\", \"ad563c90-9102-4ff4-8651-7506189425f7\", \"f53f2494-5f28-4c5c-aae8-6dfbc7e4502e\", \"f1418476-0116-484f-8184-94f172bbfc83\", \"dd3489e0-9558-41da-80ec-594fd4077833\", \"d65ce56a-df83-4db7-8cb8-410572e68e7c\"], \"total_duration\": 10555.0, \"total_sessions\": 10, \"mean_week_duration\": 55.262}, \"9646\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-08-13 02:48:30.000000+00:00\", \"2019-11-16 18:14:54.000000+00:00\"], \"session_ids\": [\"596f692e-4eb6-4e21-9366-84386e3a053f\", \"766f1024-8479-4735-aa10-9d13460bb8aa\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 2.897}, \"37160\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-02-10 04:34:24.000000+00:00\", \"2022-06-23 02:35:22.000000+00:00\"], \"session_ids\": [\"23da3289-dbd6-482d-854f-504b62866baf\", \"1343485f-7152-4576-82c6-54588f220893\"], \"total_duration\": 401.0, \"total_sessions\": 2, \"mean_week_duration\": 11.794}, \"2463\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-11-02 13:02:52.000000+00:00\", \"2019-06-01 15:37:12.000000+00:00\"], \"session_ids\": [\"cb5d692d-1b7e-4e6b-83c4-ff48cb8f71d5\", \"d2615f27-fdba-4e1a-a1ba-a1de959370f2\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 1.503}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are 18"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[18, 39]]}}}\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 finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about users whose city is Edinburgh additionaly execute sorting by overall sessions count 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{\"16950\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-08-08 21:36:40.000000+00:00\", \"2019-05-05 08:27:03.000000+00:00\"], \"session_ids\": [\"dd8f2cb9-c10a-4a39-b121-6e578ace0b3a\", \"20d579e8-5bf8-48ba-aa19-428d498a1867\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 7.212}, \"59298\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-12-23 23:43:10.000000+00:00\", \"2020-08-24 09:08:41.000000+00:00\"], \"session_ids\": [\"583ff753-0fc8-4db7-a296-d1cbc3027378\", \"9cfbd623-fe87-47ff-921c-367f49fb383d\"], \"total_duration\": 471.0, \"total_sessions\": 2, \"mean_week_duration\": 3.861}, \"68162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-03-16 16:00:24.000000+00:00\", \"2020-12-14 09:32:21.000000+00:00\", \"2021-05-07 16:35:37.000000+00:00\", \"2022-02-01 10:45:26.000000+00:00\"], \"session_ids\": [\"40308d58-9dc2-4ee1-81a0-c054831ffd20\", \"c8d58f5b-391b-4b3f-af41-591226a812a4\", \"823ae58a-313f-490f-8d5f-40087dbba899\", \"dd81acf6-7ab2-4ae1-8d6c-1f6d6e81cc5e\"], \"total_duration\": 689.0, \"total_sessions\": 4, \"mean_week_duration\": 5.839}, \"14450\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-08-13 23:51:59.000000+00:00\", \"2020-03-18 18:49:45.000000+00:00\", \"2020-10-08 05:33:40.000000+00:00\", \"2022-09-30 04:17:21.000000+00:00\"], \"session_ids\": [\"969821a7-1559-4d3b-8687-e0c166eecb91\", \"9958a1fb-f90d-41f2-bb0a-47b928b47cfb\", \"a03f40a9-798e-47a4-b52d-3bda1aabfadb\", \"4afcc8a8-a0cb-40f2-b37b-197aaba1b1c0\"], \"total_duration\": 489.0, \"total_sessions\": 4, \"mean_week_duration\": 2.982}, \"50793\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-30 20:15:20.000000+00:00\", \"2019-04-10 05:52:56.000000+00:00\", \"2023-06-19 12:01:57.000000+00:00\", \"2023-01-18 07:14:26.000000+00:00\", \"2021-04-23 08:05:16.000000+00:00\"], \"session_ids\": [\"f7ea90ce-3f77-421c-a8b8-54065daa42ca\", \"c8b1fa8f-12ad-407e-927f-d7799718f99f\", \"be4b1b3f-95cd-42cf-906a-52be7ff07369\", \"f5ab16a4-e886-466c-aa38-5392c7955286\", \"831d7369-89f8-4655-8b89-1e6cbc850ac6\"], \"total_duration\": 3209.0, \"total_sessions\": 5, \"mean_week_duration\": 14.653}, \"84364\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-04-06 03:35:47.000000+00:00\", \"2021-02-21 09:02:45.000000+00:00\", \"2019-05-09 00:04:56.000000+00:00\", \"2020-07-25 12:03:33.000000+00:00\"], \"session_ids\": [\"9fb22462-34cf-4d30-a021-3ff399495262\", \"537cb8e3-3bc0-4fc2-af36-ccbed521bf66\", \"da973eb3-a3bb-4b56-b927-2b69726c019a\", \"e7e9d1cf-3c1b-4ef8-83b7-123aa16fe56e\"], \"total_duration\": 154.0, \"total_sessions\": 4, \"mean_week_duration\": 1.556}, \"93276\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-12-26 16:58:06.000000+00:00\", \"2019-05-18 09:04:23.000000+00:00\"], \"session_ids\": [\"09036cf3-8e32-431b-8071-304a3a792bf7\", \"2d5f3c72-b046-4b26-81a4-f6de11f39c73\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.139}, \"48324\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-02-08 14:06:01.000000+00:00\", \"2021-11-24 19:59:02.000000+00:00\", \"2021-08-02 17:23:59.000000+00:00\", \"2021-03-31 22:18:12.000000+00:00\"], \"session_ids\": [\"fc438101-97d8-44f3-92b6-5ca7fbd0d844\", \"c23a1fb6-7e45-48ac-be1e-36f03e9e18d8\", \"440c28fa-2f7e-4cce-aa9d-9fd7bc6f6661\", \"323f839e-38f6-447c-aea0-6a8cdfcdfb9b\"], \"total_duration\": 1654.0, \"total_sessions\": 4, \"mean_week_duration\": 17.596}, \"56880\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-09-29 03:03:07.000000+00:00\", \"2021-01-13 13:46:14.000000+00:00\", \"2021-04-23 06:27:00.000000+00:00\", \"2020-05-04 08:06:58.000000+00:00\", \"2022-06-10 13:15:55.000000+00:00\", \"2019-03-02 15:16:29.000000+00:00\", \"2021-04-30 02:06:56.000000+00:00\", \"2019-05-22 22:03:01.000000+00:00\"], \"session_ids\": [\"0373400c-48df-40cb-859e-d9b126ce3d70\", \"2011254a-c4e1-43f0-8a52-dc300a66b81c\", \"3b21d551-c6ee-4737-b7ed-0ac254f8c35f\", \"8e044469-91c6-4a62-b73d-a6df269afdc5\", \"45f6ca09-3da0-4977-86c1-673eaff0b34d\", \"572cfb87-5199-4723-be9e-b64e8e115d21\", \"bd9d561c-b847-4472-9601-79c468456fd3\", \"d0639860-3b9a-46e4-ad30-8313e8416629\"], \"total_duration\": 13763.0, \"total_sessions\": 8, \"mean_week_duration\": 80.485}, \"75523\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-08 20:24:27.000000+00:00\", \"2020-08-24 05:04:05.000000+00:00\", \"2021-10-25 08:00:59.000000+00:00\", \"2020-02-16 12:16:59.000000+00:00\", \"2021-06-08 01:30:32.000000+00:00\", \"2023-05-24 10:20:09.000000+00:00\", \"2022-11-17 22:15:31.000000+00:00\", \"2020-03-04 11:11:27.000000+00:00\", \"2022-04-29 14:08:34.000000+00:00\"], \"session_ids\": [\"97c4db1f-1a05-4d89-89a6-9c2ea7f84e46\", \"c0694944-c9b1-4532-a159-84040959d9a3\", \"6b0cb299-2ca0-4cb9-b013-203189af515c\", \"9d13729d-1c44-4cf9-9530-4a321ac18497\", \"1494cde3-14c5-4a01-b0a4-a11728f1888f\", \"572f2767-4bec-4c37-9c2d-924aece17bf2\", \"30cfb644-46e3-43ce-bb21-28f6695cdb94\", \"b1f89d4a-b5e8-4bb4-b69e-49ec67dcce72\", \"400a1764-f9a8-407b-9a79-804e7eaf0dc0\"], \"total_duration\": 14920.0, \"total_sessions\": 9, \"mean_week_duration\": 87.251}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is Edinburgh"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Edinburgh\"]]}}}\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": "Could you enlighten me about users with a sessions summation is precisely 2 and in addition carry out sorting by name of the town in desc , and show me 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{\"9498\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-02-26 11:50:09.000000+00:00\", \"2021-10-20 16:37:40.000000+00:00\"], \"session_ids\": [\"04f2ca14-3545-4654-8cc8-f74ac4baa023\", \"28517c00-077b-4c16-9c05-57ece1602ab4\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 2.853}, \"57149\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-01-17 08:18:44.000000+00:00\", \"2022-05-15 06:56:29.000000+00:00\"], \"session_ids\": [\"dc4bd58a-c584-442f-a3b4-28c1060be887\", \"7cb2aee4-fbd3-44fc-9d00-62767b6e6348\"], \"total_duration\": 484.0, \"total_sessions\": 2, \"mean_week_duration\": 13.444}, \"70915\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-05 16:30:33.000000+00:00\", \"2019-11-28 22:38:55.000000+00:00\"], \"session_ids\": [\"41bf84fd-4a30-4636-84ca-1a759550d69a\", \"613b6575-a8ca-480b-8b0b-796dfc2a046d\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 1.917}, \"39838\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-06-26 01:35:28.000000+00:00\", \"2020-05-22 12:27:44.000000+00:00\"], \"session_ids\": [\"7eed27eb-a434-4d7b-8341-dd3ab8a47299\", \"7f1a03c8-915f-49f5-9350-04a6c80110a2\"], \"total_duration\": 193.0, \"total_sessions\": 2, \"mean_week_duration\": 1.755}, \"47159\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-11-09 23:26:51.000000+00:00\", \"2020-02-10 07:34:53.000000+00:00\", \"2020-01-22 02:25:23.000000+00:00\", \"2021-05-05 03:39:46.000000+00:00\", \"2021-10-24 22:25:24.000000+00:00\", \"2020-10-31 07:02:13.000000+00:00\"], \"session_ids\": [\"eafd8d7c-a15f-4686-b753-79019109d0ba\", \"ee301dd9-e7c0-4c54-8fd1-ac4d6b4e09fb\", \"909a5bca-eff6-4666-b912-2881f7cbb39b\", \"0925b082-4337-4423-97ac-7e551eb80bae\", \"60490fca-abc1-4614-a6cf-2960de11f392\", \"28443ddc-deab-43de-b592-d45b1f26429f\"], \"total_duration\": 1841.0, \"total_sessions\": 6, \"mean_week_duration\": 20.011}, \"95736\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-08-31 04:00:14.000000+00:00\", \"2022-12-31 17:27:26.000000+00:00\", \"2019-06-25 00:03:41.000000+00:00\", \"2019-10-08 14:51:38.000000+00:00\", \"2020-06-26 06:31:02.000000+00:00\"], \"session_ids\": [\"09e13f0d-ced1-4230-9b55-5a9b96747085\", \"18c28bb3-bfb8-432e-b907-06f100d4b233\", \"2d5b9d58-548f-40e0-8678-a18c9b994a4e\", \"e89f79f4-5b4c-45a6-b160-0e909e945591\", \"7499505c-1db7-419a-9a13-2ea5517f124f\"], \"total_duration\": 2069.0, \"total_sessions\": 5, \"mean_week_duration\": 11.245}, \"81269\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-12-26 06:55:09.000000+00:00\", \"2021-07-17 10:03:47.000000+00:00\"], \"session_ids\": [\"045582eb-8b57-4f90-a2a9-31205bf34df6\", \"1470f681-7512-4411-bd15-fde9146f6f94\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.961}, \"76149\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-12-23 05:21:30.000000+00:00\", \"2022-02-06 00:57:27.000000+00:00\"], \"session_ids\": [\"eb0d7471-6404-4185-90bb-52fb98c749b1\", \"d1a96da9-111f-45c0-bd24-024867e135e5\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 0.892}, \"39920\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-10-07 14:22:25.000000+00:00\", \"2020-09-02 15:56:57.000000+00:00\", \"2019-01-23 05:35:40.000000+00:00\"], \"session_ids\": [\"2cf05665-9b5c-4832-95d7-b310250d80ba\", \"4cb72f72-5b17-4dd7-8869-93ed13ace87d\", \"27108a9b-84b6-4a60-b002-769baed624d0\"], \"total_duration\": 350.0, \"total_sessions\": 3, \"mean_week_duration\": 3.933}, \"96204\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-06-12 21:38:55.000000+00:00\", \"2019-12-21 07:31:21.000000+00:00\"], \"session_ids\": [\"085d5359-3841-414e-8afd-d96d370f869d\", \"b4609982-fb29-437c-855f-636b4f500f03\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.377}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are 2"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"==\"]]}, \"all_values\": {\"total_sessions\": [[2, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"9498\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-02-26 11:50:09.000000+00:00\", \"2021-10-20 16:37:40.000000+00:00\"], \"session_ids\": [\"04f2ca14-3545-4654-8cc8-f74ac4baa023\", \"28517c00-077b-4c16-9c05-57ece1602ab4\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 2.853}, \"57149\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-01-17 08:18:44.000000+00:00\", \"2022-05-15 06:56:29.000000+00:00\"], \"session_ids\": [\"dc4bd58a-c584-442f-a3b4-28c1060be887\", \"7cb2aee4-fbd3-44fc-9d00-62767b6e6348\"], \"total_duration\": 484.0, \"total_sessions\": 2, \"mean_week_duration\": 13.444}, \"70915\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-05 16:30:33.000000+00:00\", \"2019-11-28 22:38:55.000000+00:00\"], \"session_ids\": [\"41bf84fd-4a30-4636-84ca-1a759550d69a\", \"613b6575-a8ca-480b-8b0b-796dfc2a046d\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 1.917}, \"39838\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-06-26 01:35:28.000000+00:00\", \"2020-05-22 12:27:44.000000+00:00\"], \"session_ids\": [\"7eed27eb-a434-4d7b-8341-dd3ab8a47299\", \"7f1a03c8-915f-49f5-9350-04a6c80110a2\"], \"total_duration\": 193.0, \"total_sessions\": 2, \"mean_week_duration\": 1.755}, \"81269\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-12-26 06:55:09.000000+00:00\", \"2021-07-17 10:03:47.000000+00:00\"], \"session_ids\": [\"045582eb-8b57-4f90-a2a9-31205bf34df6\", \"1470f681-7512-4411-bd15-fde9146f6f94\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.961}, \"76149\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-12-23 05:21:30.000000+00:00\", \"2022-02-06 00:57:27.000000+00:00\"], \"session_ids\": [\"eb0d7471-6404-4185-90bb-52fb98c749b1\", \"d1a96da9-111f-45c0-bd24-024867e135e5\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 0.892}, \"96204\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-06-12 21:38:55.000000+00:00\", \"2019-12-21 07:31:21.000000+00:00\"], \"session_ids\": [\"085d5359-3841-414e-8afd-d96d370f869d\", \"b4609982-fb29-437c-855f-636b4f500f03\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.377}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"81269\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-12-26 06:55:09.000000+00:00\", \"2021-07-17 10:03:47.000000+00:00\"], \"session_ids\": [\"045582eb-8b57-4f90-a2a9-31205bf34df6\", \"1470f681-7512-4411-bd15-fde9146f6f94\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.961}}, {\"57149\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-01-17 08:18:44.000000+00:00\", \"2022-05-15 06:56:29.000000+00:00\"], \"session_ids\": [\"dc4bd58a-c584-442f-a3b4-28c1060be887\", \"7cb2aee4-fbd3-44fc-9d00-62767b6e6348\"], \"total_duration\": 484.0, \"total_sessions\": 2, \"mean_week_duration\": 13.444}}, {\"9498\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-02-26 11:50:09.000000+00:00\", \"2021-10-20 16:37:40.000000+00:00\"], \"session_ids\": [\"04f2ca14-3545-4654-8cc8-f74ac4baa023\", \"28517c00-077b-4c16-9c05-57ece1602ab4\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 2.853}}, {\"39838\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-06-26 01:35:28.000000+00:00\", \"2020-05-22 12:27:44.000000+00:00\"], \"session_ids\": [\"7eed27eb-a434-4d7b-8341-dd3ab8a47299\", \"7f1a03c8-915f-49f5-9350-04a6c80110a2\"], \"total_duration\": 193.0, \"total_sessions\": 2, \"mean_week_duration\": 1.755}}, {\"76149\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-12-23 05:21:30.000000+00:00\", \"2022-02-06 00:57:27.000000+00:00\"], \"session_ids\": [\"eb0d7471-6404-4185-90bb-52fb98c749b1\", \"d1a96da9-111f-45c0-bd24-024867e135e5\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 0.892}}, {\"96204\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-06-12 21:38:55.000000+00:00\", \"2019-12-21 07:31:21.000000+00:00\"], \"session_ids\": [\"085d5359-3841-414e-8afd-d96d370f869d\", \"b4609982-fb29-437c-855f-636b4f500f03\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.377}}, {\"70915\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-05 16:30:33.000000+00:00\", \"2019-11-28 22:38:55.000000+00:00\"], \"session_ids\": [\"41bf84fd-4a30-4636-84ca-1a759550d69a\", \"613b6575-a8ca-480b-8b0b-796dfc2a046d\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 1.917}}]\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[{\"81269\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-12-26 06:55:09.000000+00:00\", \"2021-07-17 10:03:47.000000+00:00\"], \"session_ids\": [\"045582eb-8b57-4f90-a2a9-31205bf34df6\", \"1470f681-7512-4411-bd15-fde9146f6f94\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.961}}, {\"57149\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-01-17 08:18:44.000000+00:00\", \"2022-05-15 06:56:29.000000+00:00\"], \"session_ids\": [\"dc4bd58a-c584-442f-a3b4-28c1060be887\", \"7cb2aee4-fbd3-44fc-9d00-62767b6e6348\"], \"total_duration\": 484.0, \"total_sessions\": 2, \"mean_week_duration\": 13.444}}]\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[{\"81269\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-12-26 06:55:09.000000+00:00\", \"2021-07-17 10:03:47.000000+00:00\"], \"session_ids\": [\"045582eb-8b57-4f90-a2a9-31205bf34df6\", \"1470f681-7512-4411-bd15-fde9146f6f94\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.961}}, {\"57149\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-01-17 08:18:44.000000+00:00\", \"2022-05-15 06:56:29.000000+00:00\"], \"session_ids\": [\"dc4bd58a-c584-442f-a3b4-28c1060be887\", \"7cb2aee4-fbd3-44fc-9d00-62767b6e6348\"], \"total_duration\": 484.0, \"total_sessions\": 2, \"mean_week_duration\": 13.444}}]\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 6 users whose sum of duration of sessions per week is exactly 17 in addition implement sorting by time in app per week from the largest value to the smallest value , get rid of all entries, except 4."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"56100\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-01-15 01:38:41.000000+00:00\", \"2022-10-31 08:54:25.000000+00:00\"], \"session_ids\": [\"d99664c1-544c-41ef-8d0d-278c8d0778f0\", \"447bbaf4-e6fe-4e40-be3b-f0fecbae12d9\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.081}, \"14709\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5}, \"city_name\": \"Athens\", \"datetimes\": [\"2020-06-02 19:20:30.000000+00:00\", \"2021-07-23 12:45:27.000000+00:00\"], \"session_ids\": [\"d81efe6f-c57a-47c2-8d95-c2a0514b8a1c\", \"954b2972-e842-41f2-9b33-eef07f517edb\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 2.633}, \"17227\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-07-22 08:23:42.000000+00:00\", \"2019-09-08 01:42:03.000000+00:00\", \"2023-03-09 07:29:36.000000+00:00\"], \"session_ids\": [\"da23469d-721c-487e-bbbb-fdac73e0b3ff\", \"804d90fe-633d-42cc-8d1f-ce9a7941fae6\", \"0ae7bfc4-0963-4ebc-8c53-c2718c6dbc2c\"], \"total_duration\": 913.0, \"total_sessions\": 3, \"mean_week_duration\": 4.989}, \"93492\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-01-02 22:49:33.000000+00:00\", \"2019-02-01 15:38:28.000000+00:00\", \"2021-12-30 01:00:14.000000+00:00\"], \"session_ids\": [\"e09505cd-105e-4f34-a2cb-8f538f9cbaf7\", \"211cf054-34bc-4b11-8cfa-aa6099e0d191\", \"de929585-d394-4246-ab03-9b0c2b172c95\"], \"total_duration\": 829.0, \"total_sessions\": 3, \"mean_week_duration\": 5.454}, \"59090\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Athens\", \"datetimes\": [\"2020-07-13 16:02:18.000000+00:00\", \"2019-08-19 11:53:52.000000+00:00\"], \"session_ids\": [\"da608f97-bd22-45b4-9246-02d620e316d5\", \"b8cd3c1d-3f8b-4548-9aac-0483b6bd6958\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 1.085}, \"17043\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-07 08:08:28.000000+00:00\", \"2021-05-27 10:03:14.000000+00:00\", \"2021-09-25 08:06:49.000000+00:00\"], \"session_ids\": [\"8be96b86-7ae1-40b0-a156-e42a163ea539\", \"2489d809-6b19-450d-938c-c4cf977ccf97\", \"2713f160-55f6-480d-9dfe-7884192d2ab0\"], \"total_duration\": 120.0, \"total_sessions\": 3, \"mean_week_duration\": 1.875}, \"21824\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-02-01 04:17:39.000000+00:00\", \"2022-05-21 15:47:40.000000+00:00\"], \"session_ids\": [\"6fda79c4-8b48-4d92-af3c-08a64ddd0fc2\", \"6ecfc52a-acb8-488c-a6e9-7bdb687c998a\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 22.75}, \"38975\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-09-24 17:19:13.000000+00:00\", \"2023-03-12 17:20:29.000000+00:00\"], \"session_ids\": [\"04cca713-5092-4064-8c2a-8329d4f98d1f\", \"f204ee1e-9413-456c-8ac8-614fce0508dd\"], \"total_duration\": 358.0, \"total_sessions\": 2, \"mean_week_duration\": 1.978}, \"75751\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-25 19:30:16.000000+00:00\", \"2022-06-26 13:25:11.000000+00:00\"], \"session_ids\": [\"85d97c1e-cc0e-4622-93c7-755643ff8f3b\", \"0ddfa43f-b240-4741-b387-6818cb4fa470\"], \"total_duration\": 188.0, \"total_sessions\": 2, \"mean_week_duration\": 1.393}, \"58817\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-12-19 00:52:49.000000+00:00\", \"2019-01-21 04:18:43.000000+00:00\", \"2019-12-29 08:16:08.000000+00:00\", \"2019-06-10 16:24:00.000000+00:00\", \"2021-02-05 08:47:07.000000+00:00\"], \"session_ids\": [\"26c14289-ed4c-4413-b0e2-3ec09ad97ea7\", \"7999068e-b1bb-4701-9c51-76ed0c157612\", \"0bb76419-666c-4d4f-b9c5-7c8b6247e27c\", \"f1c6780b-7023-486b-b5fc-35d63f2fb424\", \"40e2beb1-2871-42d7-9771-e4b0af2bd380\"], \"total_duration\": 40.0, \"total_sessions\": 5, \"mean_week_duration\": 0.263}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are 17"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[17, 32]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide insights into user who has duration total less than 1351 inclusive in addition apply sorting by duration total 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{\"57325\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-03-23 08:08:09.000000+00:00\", \"2022-09-13 23:25:57.000000+00:00\", \"2019-03-25 09:37:22.000000+00:00\"], \"session_ids\": [\"ae62b2d1-8527-487b-8494-5b3e1aba0d5a\", \"59ff5b1a-98d2-4331-b59e-b78bede9f39f\", \"f90a46eb-95f6-45b7-87d5-9fbb7f5ad52f\"], \"total_duration\": 484.0, \"total_sessions\": 3, \"mean_week_duration\": 2.659}, \"28388\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-04-05 08:15:38.000000+00:00\", \"2019-03-04 17:57:35.000000+00:00\"], \"session_ids\": [\"84a6ae1e-5185-4877-b07e-feb5c315f83e\", \"8463507f-0a40-4e6f-a182-4f6d6d28ed60\"], \"total_duration\": 353.0, \"total_sessions\": 2, \"mean_week_duration\": 1.65}, \"82305\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-03-12 11:27:02.000000+00:00\", \"2021-08-08 16:10:54.000000+00:00\"], \"session_ids\": [\"faa11398-52d7-44dd-baa3-6301163499d3\", \"cf47646b-15ed-4755-997c-27ef70b08bdf\"], \"total_duration\": 272.0, \"total_sessions\": 2, \"mean_week_duration\": 2.159}, \"92306\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-10-08 11:56:05.000000+00:00\", \"2021-04-10 14:29:21.000000+00:00\"], \"session_ids\": [\"3f4dc18f-29d0-4e30-ab6e-b0e2e096d795\", \"2acab623-1369-466c-886d-7af5d152fc92\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.5}, \"66000\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-02-26 11:32:41.000000+00:00\", \"2022-08-25 17:59:36.000000+00:00\"], \"session_ids\": [\"bb914b12-6b67-4c54-9443-4aa9b7d806b6\", \"718aa0f2-f03b-40bf-9f74-e327af8f372d\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 0.679}, \"17520\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-01-12 20:20:46.000000+00:00\", \"2020-07-21 00:31:15.000000+00:00\"], \"session_ids\": [\"d7efb8da-6675-4c4f-a8e3-35dcf1d5ace0\", \"066551a1-6339-48f9-a5cd-6708a9425d18\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 1.8}, \"15519\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-07-10 03:31:10.000000+00:00\", \"2023-04-02 17:43:54.000000+00:00\", \"2021-05-21 05:56:24.000000+00:00\", \"2023-03-05 07:20:23.000000+00:00\"], \"session_ids\": [\"7f1df5cd-0244-4e8e-89ac-db63f9d90212\", \"828230f8-c978-42cf-8a65-968ea67c303e\", \"15b669a8-4f31-4fab-9b47-327e6dc23f5d\", \"4ce265b8-7eb2-4f9c-b60a-cf650bc6a72b\"], \"total_duration\": 1201.0, \"total_sessions\": 4, \"mean_week_duration\": 8.399}, \"20032\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-07-08 12:48:28.000000+00:00\", \"2023-05-29 11:45:05.000000+00:00\", \"2022-03-10 14:17:26.000000+00:00\"], \"session_ids\": [\"afb861fa-f3b4-499a-b696-16c3445d6cdc\", \"2b7eb819-f128-4f3d-a057-8213cf98b759\", \"ed056a69-4cd2-4d29-abd9-94c0118c11f5\"], \"total_duration\": 849.0, \"total_sessions\": 3, \"mean_week_duration\": 8.576}, \"11576\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-12-19 18:32:56.000000+00:00\", \"2019-02-13 13:43:55.000000+00:00\", \"2023-01-10 01:59:35.000000+00:00\"], \"session_ids\": [\"5c49c00c-a433-45dd-9a14-ac98154c95f9\", \"8e1fb571-56bf-4c57-8f39-abddaa127f91\", \"98cb194f-7814-4238-a00f-dab3e3579a63\"], \"total_duration\": 47.0, \"total_sessions\": 3, \"mean_week_duration\": 0.23}, \"39408\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 9, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-10-28 06:49:33.000000+00:00\", \"2020-02-27 05:17:35.000000+00:00\"], \"session_ids\": [\"8d937b41-4a6b-413e-9556-5e6167a1b9f0\", \"7704ac51-5a20-48e6-b14e-0b8b9f63f896\"], \"total_duration\": 274.0, \"total_sessions\": 2, \"mean_week_duration\": 1.957}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or less than 1351"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\"]]}, \"all_values\": {\"total_duration\": [[1351, 3152]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"57325\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-03-23 08:08:09.000000+00:00\", \"2022-09-13 23:25:57.000000+00:00\", \"2019-03-25 09:37:22.000000+00:00\"], \"session_ids\": [\"ae62b2d1-8527-487b-8494-5b3e1aba0d5a\", \"59ff5b1a-98d2-4331-b59e-b78bede9f39f\", \"f90a46eb-95f6-45b7-87d5-9fbb7f5ad52f\"], \"total_duration\": 484.0, \"total_sessions\": 3, \"mean_week_duration\": 2.659}, \"28388\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-04-05 08:15:38.000000+00:00\", \"2019-03-04 17:57:35.000000+00:00\"], \"session_ids\": [\"84a6ae1e-5185-4877-b07e-feb5c315f83e\", \"8463507f-0a40-4e6f-a182-4f6d6d28ed60\"], \"total_duration\": 353.0, \"total_sessions\": 2, \"mean_week_duration\": 1.65}, \"82305\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-03-12 11:27:02.000000+00:00\", \"2021-08-08 16:10:54.000000+00:00\"], \"session_ids\": [\"faa11398-52d7-44dd-baa3-6301163499d3\", \"cf47646b-15ed-4755-997c-27ef70b08bdf\"], \"total_duration\": 272.0, \"total_sessions\": 2, \"mean_week_duration\": 2.159}, \"92306\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-10-08 11:56:05.000000+00:00\", \"2021-04-10 14:29:21.000000+00:00\"], \"session_ids\": [\"3f4dc18f-29d0-4e30-ab6e-b0e2e096d795\", \"2acab623-1369-466c-886d-7af5d152fc92\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.5}, \"66000\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-02-26 11:32:41.000000+00:00\", \"2022-08-25 17:59:36.000000+00:00\"], \"session_ids\": [\"bb914b12-6b67-4c54-9443-4aa9b7d806b6\", \"718aa0f2-f03b-40bf-9f74-e327af8f372d\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 0.679}, \"17520\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-01-12 20:20:46.000000+00:00\", \"2020-07-21 00:31:15.000000+00:00\"], \"session_ids\": [\"d7efb8da-6675-4c4f-a8e3-35dcf1d5ace0\", \"066551a1-6339-48f9-a5cd-6708a9425d18\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 1.8}, \"15519\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-07-10 03:31:10.000000+00:00\", \"2023-04-02 17:43:54.000000+00:00\", \"2021-05-21 05:56:24.000000+00:00\", \"2023-03-05 07:20:23.000000+00:00\"], \"session_ids\": [\"7f1df5cd-0244-4e8e-89ac-db63f9d90212\", \"828230f8-c978-42cf-8a65-968ea67c303e\", \"15b669a8-4f31-4fab-9b47-327e6dc23f5d\", \"4ce265b8-7eb2-4f9c-b60a-cf650bc6a72b\"], \"total_duration\": 1201.0, \"total_sessions\": 4, \"mean_week_duration\": 8.399}, \"20032\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-07-08 12:48:28.000000+00:00\", \"2023-05-29 11:45:05.000000+00:00\", \"2022-03-10 14:17:26.000000+00:00\"], \"session_ids\": [\"afb861fa-f3b4-499a-b696-16c3445d6cdc\", \"2b7eb819-f128-4f3d-a057-8213cf98b759\", \"ed056a69-4cd2-4d29-abd9-94c0118c11f5\"], \"total_duration\": 849.0, \"total_sessions\": 3, \"mean_week_duration\": 8.576}, \"11576\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-12-19 18:32:56.000000+00:00\", \"2019-02-13 13:43:55.000000+00:00\", \"2023-01-10 01:59:35.000000+00:00\"], \"session_ids\": [\"5c49c00c-a433-45dd-9a14-ac98154c95f9\", \"8e1fb571-56bf-4c57-8f39-abddaa127f91\", \"98cb194f-7814-4238-a00f-dab3e3579a63\"], \"total_duration\": 47.0, \"total_sessions\": 3, \"mean_week_duration\": 0.23}, \"39408\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 9, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-10-28 06:49:33.000000+00:00\", \"2020-02-27 05:17:35.000000+00:00\"], \"session_ids\": [\"8d937b41-4a6b-413e-9556-5e6167a1b9f0\", \"7704ac51-5a20-48e6-b14e-0b8b9f63f896\"], \"total_duration\": 274.0, \"total_sessions\": 2, \"mean_week_duration\": 1.957}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"15519\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-07-10 03:31:10.000000+00:00\", \"2023-04-02 17:43:54.000000+00:00\", \"2021-05-21 05:56:24.000000+00:00\", \"2023-03-05 07:20:23.000000+00:00\"], \"session_ids\": [\"7f1df5cd-0244-4e8e-89ac-db63f9d90212\", \"828230f8-c978-42cf-8a65-968ea67c303e\", \"15b669a8-4f31-4fab-9b47-327e6dc23f5d\", \"4ce265b8-7eb2-4f9c-b60a-cf650bc6a72b\"], \"total_duration\": 1201.0, \"total_sessions\": 4, \"mean_week_duration\": 8.399}}, {\"20032\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-07-08 12:48:28.000000+00:00\", \"2023-05-29 11:45:05.000000+00:00\", \"2022-03-10 14:17:26.000000+00:00\"], \"session_ids\": [\"afb861fa-f3b4-499a-b696-16c3445d6cdc\", \"2b7eb819-f128-4f3d-a057-8213cf98b759\", \"ed056a69-4cd2-4d29-abd9-94c0118c11f5\"], \"total_duration\": 849.0, \"total_sessions\": 3, \"mean_week_duration\": 8.576}}, {\"57325\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-03-23 08:08:09.000000+00:00\", \"2022-09-13 23:25:57.000000+00:00\", \"2019-03-25 09:37:22.000000+00:00\"], \"session_ids\": [\"ae62b2d1-8527-487b-8494-5b3e1aba0d5a\", \"59ff5b1a-98d2-4331-b59e-b78bede9f39f\", \"f90a46eb-95f6-45b7-87d5-9fbb7f5ad52f\"], \"total_duration\": 484.0, \"total_sessions\": 3, \"mean_week_duration\": 2.659}}, {\"28388\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-04-05 08:15:38.000000+00:00\", \"2019-03-04 17:57:35.000000+00:00\"], \"session_ids\": [\"84a6ae1e-5185-4877-b07e-feb5c315f83e\", \"8463507f-0a40-4e6f-a182-4f6d6d28ed60\"], \"total_duration\": 353.0, \"total_sessions\": 2, \"mean_week_duration\": 1.65}}, {\"39408\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 9, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-10-28 06:49:33.000000+00:00\", \"2020-02-27 05:17:35.000000+00:00\"], \"session_ids\": [\"8d937b41-4a6b-413e-9556-5e6167a1b9f0\", \"7704ac51-5a20-48e6-b14e-0b8b9f63f896\"], \"total_duration\": 274.0, \"total_sessions\": 2, \"mean_week_duration\": 1.957}}, {\"82305\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-03-12 11:27:02.000000+00:00\", \"2021-08-08 16:10:54.000000+00:00\"], \"session_ids\": [\"faa11398-52d7-44dd-baa3-6301163499d3\", \"cf47646b-15ed-4755-997c-27ef70b08bdf\"], \"total_duration\": 272.0, \"total_sessions\": 2, \"mean_week_duration\": 2.159}}, {\"17520\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-01-12 20:20:46.000000+00:00\", \"2020-07-21 00:31:15.000000+00:00\"], \"session_ids\": [\"d7efb8da-6675-4c4f-a8e3-35dcf1d5ace0\", \"066551a1-6339-48f9-a5cd-6708a9425d18\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 1.8}}, {\"66000\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-02-26 11:32:41.000000+00:00\", \"2022-08-25 17:59:36.000000+00:00\"], \"session_ids\": [\"bb914b12-6b67-4c54-9443-4aa9b7d806b6\", \"718aa0f2-f03b-40bf-9f74-e327af8f372d\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 0.679}}, {\"11576\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-12-19 18:32:56.000000+00:00\", \"2019-02-13 13:43:55.000000+00:00\", \"2023-01-10 01:59:35.000000+00:00\"], \"session_ids\": [\"5c49c00c-a433-45dd-9a14-ac98154c95f9\", \"8e1fb571-56bf-4c57-8f39-abddaa127f91\", \"98cb194f-7814-4238-a00f-dab3e3579a63\"], \"total_duration\": 47.0, \"total_sessions\": 3, \"mean_week_duration\": 0.23}}, {\"92306\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-10-08 11:56:05.000000+00:00\", \"2021-04-10 14:29:21.000000+00:00\"], \"session_ids\": [\"3f4dc18f-29d0-4e30-ab6e-b0e2e096d795\", \"2acab623-1369-466c-886d-7af5d152fc92\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.5}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 1 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"15519\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-07-10 03:31:10.000000+00:00\", \"2023-04-02 17:43:54.000000+00:00\", \"2021-05-21 05:56:24.000000+00:00\", \"2023-03-05 07:20:23.000000+00:00\"], \"session_ids\": [\"7f1df5cd-0244-4e8e-89ac-db63f9d90212\", \"828230f8-c978-42cf-8a65-968ea67c303e\", \"15b669a8-4f31-4fab-9b47-327e6dc23f5d\", \"4ce265b8-7eb2-4f9c-b60a-cf650bc6a72b\"], \"total_duration\": 1201.0, \"total_sessions\": 4, \"mean_week_duration\": 8.399}}]\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[{\"15519\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-07-10 03:31:10.000000+00:00\", \"2023-04-02 17:43:54.000000+00:00\", \"2021-05-21 05:56:24.000000+00:00\", \"2023-03-05 07:20:23.000000+00:00\"], \"session_ids\": [\"7f1df5cd-0244-4e8e-89ac-db63f9d90212\", \"828230f8-c978-42cf-8a65-968ea67c303e\", \"15b669a8-4f31-4fab-9b47-327e6dc23f5d\", \"4ce265b8-7eb2-4f9c-b60a-cf650bc6a72b\"], \"total_duration\": 1201.0, \"total_sessions\": 4, \"mean_week_duration\": 8.399}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about 3 users who have all sessions quantity less than 4 ( not including) , moreover carry out sorting by average_week_duration in asc 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{\"54221\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-03-28 03:08:21.000000+00:00\", \"2019-05-10 13:43:21.000000+00:00\", \"2020-12-02 18:31:13.000000+00:00\", \"2021-03-29 20:26:09.000000+00:00\", \"2021-10-10 12:08:05.000000+00:00\", \"2020-07-06 01:31:35.000000+00:00\", \"2023-04-24 21:58:07.000000+00:00\", \"2019-12-09 06:55:12.000000+00:00\", \"2020-09-16 09:08:25.000000+00:00\"], \"session_ids\": [\"ffc4ea2b-4c15-4fd5-82ff-79b727ea9fe2\", \"c573d7b4-b7b6-4ee7-8c41-091453f12fa6\", \"9d9cfce1-d3b7-45c6-be4f-341a19572d65\", \"24af8933-1f2f-4291-b4ec-9ae4911b852e\", \"7ea9669b-c1f8-46ac-82f6-54c13008e524\", \"d4a716cf-637c-49a8-9df3-0b9a4b391f2e\", \"3453d836-c234-4612-9a09-ec18da3697d7\", \"db67b578-825a-47b3-a457-5c1c23bd8153\", \"1272df4b-c1fa-4f98-85ac-446ff62d85dd\"], \"total_duration\": 2060.0, \"total_sessions\": 9, \"mean_week_duration\": 9.952}, \"17378\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-02-07 16:00:18.000000+00:00\", \"2022-10-07 02:58:25.000000+00:00\", \"2021-09-28 05:42:43.000000+00:00\", \"2021-08-18 03:29:22.000000+00:00\", \"2023-04-06 10:56:16.000000+00:00\", \"2020-08-26 10:02:51.000000+00:00\", \"2020-03-07 03:19:24.000000+00:00\", \"2019-12-02 18:35:51.000000+00:00\"], \"session_ids\": [\"beb0eb81-9539-4017-92a7-3c919e1ee648\", \"bd72d13d-8119-45b8-8a1e-459dfe2e3dd1\", \"ea914dd4-cea3-4754-9005-872dc393cafa\", \"5f18a89b-6f92-4610-bd34-3ba2b7d52be7\", \"b7327e4f-cb54-4108-b351-e460f8c1b353\", \"d1ee1881-2aad-4ce0-b849-b8e1dafec51b\", \"d0a13981-dc86-47c4-b932-6193e39f7f61\", \"b0c454ee-bf2d-4285-9907-7fe0f7b6dff4\"], \"total_duration\": 482.0, \"total_sessions\": 8, \"mean_week_duration\": 2.754}, \"19181\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 5}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-04-25 14:36:02.000000+00:00\", \"2022-05-23 00:21:55.000000+00:00\", \"2022-09-14 07:23:33.000000+00:00\"], \"session_ids\": [\"33cfa3f7-1c79-4516-b2b1-ce10e4fbcd18\", \"af893b97-7030-4f7e-8b7f-e79cc5c138e3\", \"7c57d8ee-62fc-4d51-aba5-c8b226c75843\"], \"total_duration\": 1027.0, \"total_sessions\": 3, \"mean_week_duration\": 20.959}, \"42487\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-01-03 16:28:27.000000+00:00\", \"2021-07-07 17:39:40.000000+00:00\", \"2019-01-29 09:42:36.000000+00:00\"], \"session_ids\": [\"9b0dd48b-406a-4336-b623-da012a583b1e\", \"ef5bfe03-4e22-4810-96aa-93d64dee81d2\", \"acdc5103-b7ba-45dd-ab97-280437a75339\"], \"total_duration\": 115.0, \"total_sessions\": 3, \"mean_week_duration\": 0.898}, \"82558\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2021-08-02 20:35:54.000000+00:00\", \"2021-07-28 03:05:57.000000+00:00\", \"2020-06-23 20:01:05.000000+00:00\", \"2020-04-01 08:05:14.000000+00:00\", \"2022-09-22 03:02:29.000000+00:00\", \"2020-08-27 21:31:29.000000+00:00\", \"2021-05-24 03:04:54.000000+00:00\", \"2021-12-04 03:13:54.000000+00:00\", \"2019-05-04 22:48:00.000000+00:00\"], \"session_ids\": [\"80fbc9ab-3fee-4c07-9673-3040caaf9940\", \"b62d9478-5248-48de-a759-f41de01ee554\", \"9be7a61d-828b-4fc1-b1c4-e0f84c378d14\", \"65b49ee1-9e55-498b-bf81-76fff3e8bed0\", \"adebf292-ecae-4f13-ae01-c1a0c8fa4f98\", \"470635bb-147f-4cb8-8d4d-d370686cf668\", \"3d8ff1f6-d871-43b3-87bf-51141f1f3119\", \"7e4da569-f83c-4619-897a-054af1dff874\", \"a7b43d9f-cece-4512-a256-91d5ffe52f31\"], \"total_duration\": 8314.0, \"total_sessions\": 9, \"mean_week_duration\": 46.972}, \"49677\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-12-17 12:16:01.000000+00:00\", \"2020-02-15 23:36:44.000000+00:00\"], \"session_ids\": [\"73cdafe1-cc35-4eaa-876a-d30c2e377b82\", \"3a6441b9-fafc-4726-97ca-5534d6337c45\"], \"total_duration\": 383.0, \"total_sessions\": 2, \"mean_week_duration\": 42.556}, \"26212\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-12-23 12:01:01.000000+00:00\", \"2020-03-14 20:14:22.000000+00:00\", \"2019-02-26 00:01:36.000000+00:00\", \"2020-11-28 18:51:51.000000+00:00\", \"2019-07-01 14:34:12.000000+00:00\"], \"session_ids\": [\"4b50fee6-aad9-4d84-add5-f7893ddb4a09\", \"a35c8165-f91f-4e60-ae3a-5f1eecc40862\", \"6be3e4fd-660f-4821-a2af-0295e2b189d9\", \"142a2885-1d14-40ca-89c7-e1365859eab8\", \"43f23bf5-7ea0-4ba4-8953-e0731ba83e20\"], \"total_duration\": 2998.0, \"total_sessions\": 5, \"mean_week_duration\": 32.587}, \"71912\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-08-07 09:17:28.000000+00:00\", \"2019-12-08 14:24:03.000000+00:00\"], \"session_ids\": [\"4126d6cd-d760-443a-8cdb-34a91e247f51\", \"943a890b-27a8-47ef-86c4-757e17f00837\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 13.6}, \"93981\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 6}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-03 12:02:48.000000+00:00\", \"2022-04-19 20:14:16.000000+00:00\"], \"session_ids\": [\"1ffab779-5475-4b92-8480-0f4cee54450c\", \"848d667e-baef-4a5d-995e-4a949b037c50\"], \"total_duration\": 309.0, \"total_sessions\": 2, \"mean_week_duration\": 2.255}, \"24788\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-14 14:49:09.000000+00:00\", \"2020-11-30 17:18:06.000000+00:00\", \"2020-03-28 09:01:45.000000+00:00\"], \"session_ids\": [\"7ccdd77d-f931-4c88-b423-0ebe5fe1dad1\", \"d935f0db-6294-46a9-89b1-d82017336125\", \"f097a148-2f59-4828-b255-bef6b75c561e\"], \"total_duration\": 949.0, \"total_sessions\": 3, \"mean_week_duration\": 26.361}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are less than 4"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\"]]}, \"all_values\": {\"total_sessions\": [[4, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"19181\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 5}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-04-25 14:36:02.000000+00:00\", \"2022-05-23 00:21:55.000000+00:00\", \"2022-09-14 07:23:33.000000+00:00\"], \"session_ids\": [\"33cfa3f7-1c79-4516-b2b1-ce10e4fbcd18\", \"af893b97-7030-4f7e-8b7f-e79cc5c138e3\", \"7c57d8ee-62fc-4d51-aba5-c8b226c75843\"], \"total_duration\": 1027.0, \"total_sessions\": 3, \"mean_week_duration\": 20.959}, \"42487\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-01-03 16:28:27.000000+00:00\", \"2021-07-07 17:39:40.000000+00:00\", \"2019-01-29 09:42:36.000000+00:00\"], \"session_ids\": [\"9b0dd48b-406a-4336-b623-da012a583b1e\", \"ef5bfe03-4e22-4810-96aa-93d64dee81d2\", \"acdc5103-b7ba-45dd-ab97-280437a75339\"], \"total_duration\": 115.0, \"total_sessions\": 3, \"mean_week_duration\": 0.898}, \"49677\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-12-17 12:16:01.000000+00:00\", \"2020-02-15 23:36:44.000000+00:00\"], \"session_ids\": [\"73cdafe1-cc35-4eaa-876a-d30c2e377b82\", \"3a6441b9-fafc-4726-97ca-5534d6337c45\"], \"total_duration\": 383.0, \"total_sessions\": 2, \"mean_week_duration\": 42.556}, \"71912\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-08-07 09:17:28.000000+00:00\", \"2019-12-08 14:24:03.000000+00:00\"], \"session_ids\": [\"4126d6cd-d760-443a-8cdb-34a91e247f51\", \"943a890b-27a8-47ef-86c4-757e17f00837\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 13.6}, \"93981\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 6}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-03 12:02:48.000000+00:00\", \"2022-04-19 20:14:16.000000+00:00\"], \"session_ids\": [\"1ffab779-5475-4b92-8480-0f4cee54450c\", \"848d667e-baef-4a5d-995e-4a949b037c50\"], \"total_duration\": 309.0, \"total_sessions\": 2, \"mean_week_duration\": 2.255}, \"24788\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-14 14:49:09.000000+00:00\", \"2020-11-30 17:18:06.000000+00:00\", \"2020-03-28 09:01:45.000000+00:00\"], \"session_ids\": [\"7ccdd77d-f931-4c88-b423-0ebe5fe1dad1\", \"d935f0db-6294-46a9-89b1-d82017336125\", \"f097a148-2f59-4828-b255-bef6b75c561e\"], \"total_duration\": 949.0, \"total_sessions\": 3, \"mean_week_duration\": 26.361}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"42487\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-01-03 16:28:27.000000+00:00\", \"2021-07-07 17:39:40.000000+00:00\", \"2019-01-29 09:42:36.000000+00:00\"], \"session_ids\": [\"9b0dd48b-406a-4336-b623-da012a583b1e\", \"ef5bfe03-4e22-4810-96aa-93d64dee81d2\", \"acdc5103-b7ba-45dd-ab97-280437a75339\"], \"total_duration\": 115.0, \"total_sessions\": 3, \"mean_week_duration\": 0.898}}, {\"93981\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 6}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-03 12:02:48.000000+00:00\", \"2022-04-19 20:14:16.000000+00:00\"], \"session_ids\": [\"1ffab779-5475-4b92-8480-0f4cee54450c\", \"848d667e-baef-4a5d-995e-4a949b037c50\"], \"total_duration\": 309.0, \"total_sessions\": 2, \"mean_week_duration\": 2.255}}, {\"71912\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-08-07 09:17:28.000000+00:00\", \"2019-12-08 14:24:03.000000+00:00\"], \"session_ids\": [\"4126d6cd-d760-443a-8cdb-34a91e247f51\", \"943a890b-27a8-47ef-86c4-757e17f00837\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 13.6}}, {\"19181\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 5}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-04-25 14:36:02.000000+00:00\", \"2022-05-23 00:21:55.000000+00:00\", \"2022-09-14 07:23:33.000000+00:00\"], \"session_ids\": [\"33cfa3f7-1c79-4516-b2b1-ce10e4fbcd18\", \"af893b97-7030-4f7e-8b7f-e79cc5c138e3\", \"7c57d8ee-62fc-4d51-aba5-c8b226c75843\"], \"total_duration\": 1027.0, \"total_sessions\": 3, \"mean_week_duration\": 20.959}}, {\"24788\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-14 14:49:09.000000+00:00\", \"2020-11-30 17:18:06.000000+00:00\", \"2020-03-28 09:01:45.000000+00:00\"], \"session_ids\": [\"7ccdd77d-f931-4c88-b423-0ebe5fe1dad1\", \"d935f0db-6294-46a9-89b1-d82017336125\", \"f097a148-2f59-4828-b255-bef6b75c561e\"], \"total_duration\": 949.0, \"total_sessions\": 3, \"mean_week_duration\": 26.361}}, {\"49677\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-12-17 12:16:01.000000+00:00\", \"2020-02-15 23:36:44.000000+00:00\"], \"session_ids\": [\"73cdafe1-cc35-4eaa-876a-d30c2e377b82\", \"3a6441b9-fafc-4726-97ca-5534d6337c45\"], \"total_duration\": 383.0, \"total_sessions\": 2, \"mean_week_duration\": 42.556}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"42487\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-01-03 16:28:27.000000+00:00\", \"2021-07-07 17:39:40.000000+00:00\", \"2019-01-29 09:42:36.000000+00:00\"], \"session_ids\": [\"9b0dd48b-406a-4336-b623-da012a583b1e\", \"ef5bfe03-4e22-4810-96aa-93d64dee81d2\", \"acdc5103-b7ba-45dd-ab97-280437a75339\"], \"total_duration\": 115.0, \"total_sessions\": 3, \"mean_week_duration\": 0.898}}, {\"93981\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 6}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-03 12:02:48.000000+00:00\", \"2022-04-19 20:14:16.000000+00:00\"], \"session_ids\": [\"1ffab779-5475-4b92-8480-0f4cee54450c\", \"848d667e-baef-4a5d-995e-4a949b037c50\"], \"total_duration\": 309.0, \"total_sessions\": 2, \"mean_week_duration\": 2.255}}, {\"71912\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-08-07 09:17:28.000000+00:00\", \"2019-12-08 14:24:03.000000+00:00\"], \"session_ids\": [\"4126d6cd-d760-443a-8cdb-34a91e247f51\", \"943a890b-27a8-47ef-86c4-757e17f00837\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 13.6}}]\n```\n"
}
] |
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