conversations
list |
|---|
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about users who have average_week_duration strictly smaller than 13 and strictly bigger than 25 , and apply sorting by overall duration of sessions per week asc and in addition remain only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"3040\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-15 05:46:54.000000+00:00\", \"2019-08-08 08:02:51.000000+00:00\"], \"session_ids\": [\"1cecbd99-606f-4245-a647-5e3ae4b94dad\", \"51501c4a-2542-41b8-994e-cc8793b2c6f7\"], \"total_duration\": 452.0, \"total_sessions\": 2, \"mean_week_duration\": 7.29}, \"61649\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-08-11 12:59:23.000000+00:00\", \"2021-09-08 04:30:00.000000+00:00\"], \"session_ids\": [\"c1ce5822-0847-45e7-ac7b-01479569d76a\", \"4e4493cc-fba4-45b4-8f7f-f931d8819851\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 1.174}, \"93988\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 8, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-10-07 12:27:31.000000+00:00\", \"2019-09-14 21:37:37.000000+00:00\", \"2019-07-03 14:34:52.000000+00:00\"], \"session_ids\": [\"88c99542-6e39-441c-ba86-db1e39e9870f\", \"bbf5cf8d-47f1-467b-8f42-eb2871e5f65d\", \"e6a49825-42d8-44a5-972e-52f1d2b8887a\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 0.551}, \"42420\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-04-06 05:42:22.000000+00:00\", \"2019-02-07 12:42:12.000000+00:00\", \"2020-10-17 00:19:36.000000+00:00\"], \"session_ids\": [\"feb24be4-ebee-4890-9080-3dcd66d72711\", \"e4c13de1-36ea-4f01-bb88-da5dc545701c\", \"1be3259e-8a36-46da-8ad2-f94aaf8d2a48\"], \"total_duration\": 476.0, \"total_sessions\": 3, \"mean_week_duration\": 2.194}, \"53779\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-09-24 22:56:42.000000+00:00\", \"2020-05-06 07:09:35.000000+00:00\", \"2022-03-27 04:45:26.000000+00:00\", \"2021-01-13 00:52:42.000000+00:00\"], \"session_ids\": [\"c1b932c2-e9a7-4504-8e4d-ec9e2ea1a864\", \"98926bb8-62c2-4129-8174-7c6ea8c1177e\", \"1c33a800-101b-4688-a3d1-509f0231675e\", \"a0dddac0-ea4f-45f5-ad98-2ed0f218f143\"], \"total_duration\": 192.0, \"total_sessions\": 4, \"mean_week_duration\": 1.466}, \"12062\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-11-23 00:00:52.000000+00:00\", \"2022-01-09 11:06:06.000000+00:00\"], \"session_ids\": [\"79cd8d25-b9d9-4217-b4d5-d8480c4f0bc6\", \"4ca40a1b-db33-45f4-831b-7ffe35648c15\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.478}, \"23655\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-06-30 13:25:50.000000+00:00\", \"2020-09-07 06:18:54.000000+00:00\"], \"session_ids\": [\"87fdd051-98d9-42c9-92a1-f72f54021e1b\", \"331509f8-419a-4206-afc3-629904980e00\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.419}, \"15486\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-04-03 12:26:02.000000+00:00\", \"2021-04-04 12:33:50.000000+00:00\", \"2021-10-26 16:52:03.000000+00:00\", \"2020-12-26 03:29:38.000000+00:00\"], \"session_ids\": [\"e903efaf-f632-454c-b6ad-b820aacb37a3\", \"57707929-0a83-442b-a81a-d96e9f9753d0\", \"49b78791-e7df-4e82-a68d-71f7896d3db9\", \"4d3bde45-496c-433d-b449-f2b65a1c99a7\"], \"total_duration\": 2127.0, \"total_sessions\": 4, \"mean_week_duration\": 15.873}, \"77908\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-16 23:18:29.000000+00:00\", \"2022-02-16 03:26:24.000000+00:00\"], \"session_ids\": [\"748f448b-e976-46eb-97b1-8d9c8990c73b\", \"31c7f94a-b5eb-4026-9449-7f077245be18\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 36.0}, \"89913\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-01-30 15:03:11.000000+00:00\", \"2021-10-20 01:18:03.000000+00:00\"], \"session_ids\": [\"441be6cb-8016-4edd-89ed-d28a5ac7afe4\", \"5a25739b-1371-44a6-80ff-f8a0ceaad60e\"], \"total_duration\": 312.0, \"total_sessions\": 2, \"mean_week_duration\": 4.657}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are less than 13 and are greater than 25"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[13, 25]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"3040\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-15 05:46:54.000000+00:00\", \"2019-08-08 08:02:51.000000+00:00\"], \"session_ids\": [\"1cecbd99-606f-4245-a647-5e3ae4b94dad\", \"51501c4a-2542-41b8-994e-cc8793b2c6f7\"], \"total_duration\": 452.0, \"total_sessions\": 2, \"mean_week_duration\": 7.29}, \"61649\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-08-11 12:59:23.000000+00:00\", \"2021-09-08 04:30:00.000000+00:00\"], \"session_ids\": [\"c1ce5822-0847-45e7-ac7b-01479569d76a\", \"4e4493cc-fba4-45b4-8f7f-f931d8819851\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 1.174}, \"93988\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 8, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-10-07 12:27:31.000000+00:00\", \"2019-09-14 21:37:37.000000+00:00\", \"2019-07-03 14:34:52.000000+00:00\"], \"session_ids\": [\"88c99542-6e39-441c-ba86-db1e39e9870f\", \"bbf5cf8d-47f1-467b-8f42-eb2871e5f65d\", \"e6a49825-42d8-44a5-972e-52f1d2b8887a\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 0.551}, \"42420\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-04-06 05:42:22.000000+00:00\", \"2019-02-07 12:42:12.000000+00:00\", \"2020-10-17 00:19:36.000000+00:00\"], \"session_ids\": [\"feb24be4-ebee-4890-9080-3dcd66d72711\", \"e4c13de1-36ea-4f01-bb88-da5dc545701c\", \"1be3259e-8a36-46da-8ad2-f94aaf8d2a48\"], \"total_duration\": 476.0, \"total_sessions\": 3, \"mean_week_duration\": 2.194}, \"53779\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-09-24 22:56:42.000000+00:00\", \"2020-05-06 07:09:35.000000+00:00\", \"2022-03-27 04:45:26.000000+00:00\", \"2021-01-13 00:52:42.000000+00:00\"], \"session_ids\": [\"c1b932c2-e9a7-4504-8e4d-ec9e2ea1a864\", \"98926bb8-62c2-4129-8174-7c6ea8c1177e\", \"1c33a800-101b-4688-a3d1-509f0231675e\", \"a0dddac0-ea4f-45f5-ad98-2ed0f218f143\"], \"total_duration\": 192.0, \"total_sessions\": 4, \"mean_week_duration\": 1.466}, \"12062\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-11-23 00:00:52.000000+00:00\", \"2022-01-09 11:06:06.000000+00:00\"], \"session_ids\": [\"79cd8d25-b9d9-4217-b4d5-d8480c4f0bc6\", \"4ca40a1b-db33-45f4-831b-7ffe35648c15\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.478}, \"23655\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-06-30 13:25:50.000000+00:00\", \"2020-09-07 06:18:54.000000+00:00\"], \"session_ids\": [\"87fdd051-98d9-42c9-92a1-f72f54021e1b\", \"331509f8-419a-4206-afc3-629904980e00\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.419}, \"89913\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-01-30 15:03:11.000000+00:00\", \"2021-10-20 01:18:03.000000+00:00\"], \"session_ids\": [\"441be6cb-8016-4edd-89ed-d28a5ac7afe4\", \"5a25739b-1371-44a6-80ff-f8a0ceaad60e\"], \"total_duration\": 312.0, \"total_sessions\": 2, \"mean_week_duration\": 4.657}, \"77908\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-16 23:18:29.000000+00:00\", \"2022-02-16 03:26:24.000000+00:00\"], \"session_ids\": [\"748f448b-e976-46eb-97b1-8d9c8990c73b\", \"31c7f94a-b5eb-4026-9449-7f077245be18\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 36.0}}\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[{\"23655\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-06-30 13:25:50.000000+00:00\", \"2020-09-07 06:18:54.000000+00:00\"], \"session_ids\": [\"87fdd051-98d9-42c9-92a1-f72f54021e1b\", \"331509f8-419a-4206-afc3-629904980e00\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.419}}, {\"12062\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-11-23 00:00:52.000000+00:00\", \"2022-01-09 11:06:06.000000+00:00\"], \"session_ids\": [\"79cd8d25-b9d9-4217-b4d5-d8480c4f0bc6\", \"4ca40a1b-db33-45f4-831b-7ffe35648c15\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.478}}, {\"93988\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 8, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-10-07 12:27:31.000000+00:00\", \"2019-09-14 21:37:37.000000+00:00\", \"2019-07-03 14:34:52.000000+00:00\"], \"session_ids\": [\"88c99542-6e39-441c-ba86-db1e39e9870f\", \"bbf5cf8d-47f1-467b-8f42-eb2871e5f65d\", \"e6a49825-42d8-44a5-972e-52f1d2b8887a\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 0.551}}, {\"61649\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-08-11 12:59:23.000000+00:00\", \"2021-09-08 04:30:00.000000+00:00\"], \"session_ids\": [\"c1ce5822-0847-45e7-ac7b-01479569d76a\", \"4e4493cc-fba4-45b4-8f7f-f931d8819851\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 1.174}}, {\"53779\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-09-24 22:56:42.000000+00:00\", \"2020-05-06 07:09:35.000000+00:00\", \"2022-03-27 04:45:26.000000+00:00\", \"2021-01-13 00:52:42.000000+00:00\"], \"session_ids\": [\"c1b932c2-e9a7-4504-8e4d-ec9e2ea1a864\", \"98926bb8-62c2-4129-8174-7c6ea8c1177e\", \"1c33a800-101b-4688-a3d1-509f0231675e\", \"a0dddac0-ea4f-45f5-ad98-2ed0f218f143\"], \"total_duration\": 192.0, \"total_sessions\": 4, \"mean_week_duration\": 1.466}}, {\"42420\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-04-06 05:42:22.000000+00:00\", \"2019-02-07 12:42:12.000000+00:00\", \"2020-10-17 00:19:36.000000+00:00\"], \"session_ids\": [\"feb24be4-ebee-4890-9080-3dcd66d72711\", \"e4c13de1-36ea-4f01-bb88-da5dc545701c\", \"1be3259e-8a36-46da-8ad2-f94aaf8d2a48\"], \"total_duration\": 476.0, \"total_sessions\": 3, \"mean_week_duration\": 2.194}}, {\"89913\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-01-30 15:03:11.000000+00:00\", \"2021-10-20 01:18:03.000000+00:00\"], \"session_ids\": [\"441be6cb-8016-4edd-89ed-d28a5ac7afe4\", \"5a25739b-1371-44a6-80ff-f8a0ceaad60e\"], \"total_duration\": 312.0, \"total_sessions\": 2, \"mean_week_duration\": 4.657}}, {\"3040\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-15 05:46:54.000000+00:00\", \"2019-08-08 08:02:51.000000+00:00\"], \"session_ids\": [\"1cecbd99-606f-4245-a647-5e3ae4b94dad\", \"51501c4a-2542-41b8-994e-cc8793b2c6f7\"], \"total_duration\": 452.0, \"total_sessions\": 2, \"mean_week_duration\": 7.29}}, {\"77908\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-16 23:18:29.000000+00:00\", \"2022-02-16 03:26:24.000000+00:00\"], \"session_ids\": [\"748f448b-e976-46eb-97b1-8d9c8990c73b\", \"31c7f94a-b5eb-4026-9449-7f077245be18\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 36.0}}]\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[{\"23655\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-06-30 13:25:50.000000+00:00\", \"2020-09-07 06:18:54.000000+00:00\"], \"session_ids\": [\"87fdd051-98d9-42c9-92a1-f72f54021e1b\", \"331509f8-419a-4206-afc3-629904980e00\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.419}}, {\"12062\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-11-23 00:00:52.000000+00:00\", \"2022-01-09 11:06:06.000000+00:00\"], \"session_ids\": [\"79cd8d25-b9d9-4217-b4d5-d8480c4f0bc6\", \"4ca40a1b-db33-45f4-831b-7ffe35648c15\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.478}}]\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[{\"23655\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-06-30 13:25:50.000000+00:00\", \"2020-09-07 06:18:54.000000+00:00\"], \"session_ids\": [\"87fdd051-98d9-42c9-92a1-f72f54021e1b\", \"331509f8-419a-4206-afc3-629904980e00\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.419}}, {\"12062\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-11-23 00:00:52.000000+00:00\", \"2022-01-09 11:06:06.000000+00:00\"], \"session_ids\": [\"79cd8d25-b9d9-4217-b4d5-d8480c4f0bc6\", \"4ca40a1b-db33-45f4-831b-7ffe35648c15\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.478}}]\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 user with a count of sessions that is above 7 and below 5, exclusive 7 and in addition do sorting by median of duration of sessions per week asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"89668\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-03-04 18:23:03.000000+00:00\", \"2019-03-23 04:48:50.000000+00:00\"], \"session_ids\": [\"ef8f9aa6-d14c-4456-906a-61c40d30b88a\", \"8bc447f2-131c-4246-ba2d-0fa701b95689\"], \"total_duration\": 360.0, \"total_sessions\": 2, \"mean_week_duration\": 3.529}, \"44895\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-12-28 14:08:00.000000+00:00\", \"2021-02-01 08:55:14.000000+00:00\"], \"session_ids\": [\"b8080701-5739-4d5a-a892-38f7d55c7a7c\", \"fa93b5b2-9581-4c27-9825-2579b4c5f074\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.812}, \"70715\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-25 09:57:42.000000+00:00\", \"2020-02-22 10:34:16.000000+00:00\"], \"session_ids\": [\"c344383f-8799-493b-b7e1-944b740865f6\", \"f0190462-8d0e-4e37-bebd-9c76e7d81b1f\"], \"total_duration\": 232.0, \"total_sessions\": 2, \"mean_week_duration\": 2.128}, \"97492\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Paris\", \"datetimes\": [\"2021-12-14 11:11:35.000000+00:00\", \"2020-09-29 15:46:28.000000+00:00\"], \"session_ids\": [\"188f2f50-7059-4ad2-b512-a14e9b0c29b4\", \"852ebc34-5ff1-409f-9178-2df479734909\"], \"total_duration\": 94.0, \"total_sessions\": 2, \"mean_week_duration\": 1.492}, \"39878\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-08-20 18:14:10.000000+00:00\", \"2022-09-13 02:36:54.000000+00:00\", \"2020-07-20 04:05:16.000000+00:00\"], \"session_ids\": [\"29cb62d4-a6b9-4206-a805-19fece749013\", \"bfc70f1c-5a93-4edc-824a-dcff0b051a6d\", \"58290c18-ff85-4cd8-bd04-2f9f4d9ae43e\"], \"total_duration\": 219.0, \"total_sessions\": 3, \"mean_week_duration\": 1.369}, \"36853\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-05-02 22:57:22.000000+00:00\", \"2019-01-18 23:59:21.000000+00:00\", \"2022-11-27 18:03:17.000000+00:00\", \"2021-11-10 08:48:24.000000+00:00\", \"2022-12-15 03:17:28.000000+00:00\", \"2021-01-19 08:35:53.000000+00:00\"], \"session_ids\": [\"9e54097c-122e-48cb-a64f-03d3d92e2a2b\", \"1df675d3-8b4f-4196-8670-b57da633509d\", \"d87ca861-86f3-4812-8706-049413f45dcc\", \"dc71d7e4-4cce-4820-af4d-d57c041d80dd\", \"e5f202c4-9a37-4e45-b371-10c9a8f9d69b\", \"6fd3b79f-edd9-4d97-8768-f8c34af54ebc\"], \"total_duration\": 1793.0, \"total_sessions\": 6, \"mean_week_duration\": 8.789}, \"49874\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-03-16 22:35:03.000000+00:00\", \"2020-12-15 14:20:35.000000+00:00\"], \"session_ids\": [\"ecb34c7d-75ac-4a4a-9998-df191182f6c5\", \"6d6e23b0-4fcf-4adc-88ba-d8bf78446d62\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.615}, \"53653\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-05-26 01:20:52.000000+00:00\", \"2019-05-20 15:59:12.000000+00:00\"], \"session_ids\": [\"5e6c93ff-435f-467f-845f-d9ad46e0814c\", \"3f71e991-3bb5-4272-9de0-e4dbf920132b\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 3.736}, \"49164\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-06-12 18:13:39.000000+00:00\", \"2019-01-15 09:21:25.000000+00:00\"], \"session_ids\": [\"2645a1d6-3c8f-42a9-a734-4960ac8c5ae2\", \"b5eb30b1-4b65-42f4-a0c5-16ec1f1cdabd\"], \"total_duration\": 291.0, \"total_sessions\": 2, \"mean_week_duration\": 13.227}, \"30014\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 7, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-07-28 23:54:37.000000+00:00\", \"2021-12-31 06:56:59.000000+00:00\"], \"session_ids\": [\"9139baca-7f10-4d64-b8e8-8704a00c167e\", \"1bc99b0d-f7a0-4210-b56a-d4cf9bf60221\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 5.435}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or less than 5 and are greater than 7"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_sessions\": [[5, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"89668\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-03-04 18:23:03.000000+00:00\", \"2019-03-23 04:48:50.000000+00:00\"], \"session_ids\": [\"ef8f9aa6-d14c-4456-906a-61c40d30b88a\", \"8bc447f2-131c-4246-ba2d-0fa701b95689\"], \"total_duration\": 360.0, \"total_sessions\": 2, \"mean_week_duration\": 3.529}, \"44895\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-12-28 14:08:00.000000+00:00\", \"2021-02-01 08:55:14.000000+00:00\"], \"session_ids\": [\"b8080701-5739-4d5a-a892-38f7d55c7a7c\", \"fa93b5b2-9581-4c27-9825-2579b4c5f074\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.812}, \"70715\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-25 09:57:42.000000+00:00\", \"2020-02-22 10:34:16.000000+00:00\"], \"session_ids\": [\"c344383f-8799-493b-b7e1-944b740865f6\", \"f0190462-8d0e-4e37-bebd-9c76e7d81b1f\"], \"total_duration\": 232.0, \"total_sessions\": 2, \"mean_week_duration\": 2.128}, \"97492\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Paris\", \"datetimes\": [\"2021-12-14 11:11:35.000000+00:00\", \"2020-09-29 15:46:28.000000+00:00\"], \"session_ids\": [\"188f2f50-7059-4ad2-b512-a14e9b0c29b4\", \"852ebc34-5ff1-409f-9178-2df479734909\"], \"total_duration\": 94.0, \"total_sessions\": 2, \"mean_week_duration\": 1.492}, \"39878\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-08-20 18:14:10.000000+00:00\", \"2022-09-13 02:36:54.000000+00:00\", \"2020-07-20 04:05:16.000000+00:00\"], \"session_ids\": [\"29cb62d4-a6b9-4206-a805-19fece749013\", \"bfc70f1c-5a93-4edc-824a-dcff0b051a6d\", \"58290c18-ff85-4cd8-bd04-2f9f4d9ae43e\"], \"total_duration\": 219.0, \"total_sessions\": 3, \"mean_week_duration\": 1.369}, \"49874\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-03-16 22:35:03.000000+00:00\", \"2020-12-15 14:20:35.000000+00:00\"], \"session_ids\": [\"ecb34c7d-75ac-4a4a-9998-df191182f6c5\", \"6d6e23b0-4fcf-4adc-88ba-d8bf78446d62\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.615}, \"53653\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-05-26 01:20:52.000000+00:00\", \"2019-05-20 15:59:12.000000+00:00\"], \"session_ids\": [\"5e6c93ff-435f-467f-845f-d9ad46e0814c\", \"3f71e991-3bb5-4272-9de0-e4dbf920132b\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 3.736}, \"49164\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-06-12 18:13:39.000000+00:00\", \"2019-01-15 09:21:25.000000+00:00\"], \"session_ids\": [\"2645a1d6-3c8f-42a9-a734-4960ac8c5ae2\", \"b5eb30b1-4b65-42f4-a0c5-16ec1f1cdabd\"], \"total_duration\": 291.0, \"total_sessions\": 2, \"mean_week_duration\": 13.227}, \"30014\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 7, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-07-28 23:54:37.000000+00:00\", \"2021-12-31 06:56:59.000000+00:00\"], \"session_ids\": [\"9139baca-7f10-4d64-b8e8-8704a00c167e\", \"1bc99b0d-f7a0-4210-b56a-d4cf9bf60221\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 5.435}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"49874\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-03-16 22:35:03.000000+00:00\", \"2020-12-15 14:20:35.000000+00:00\"], \"session_ids\": [\"ecb34c7d-75ac-4a4a-9998-df191182f6c5\", \"6d6e23b0-4fcf-4adc-88ba-d8bf78446d62\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.615}}, {\"44895\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-12-28 14:08:00.000000+00:00\", \"2021-02-01 08:55:14.000000+00:00\"], \"session_ids\": [\"b8080701-5739-4d5a-a892-38f7d55c7a7c\", \"fa93b5b2-9581-4c27-9825-2579b4c5f074\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.812}}, {\"39878\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-08-20 18:14:10.000000+00:00\", \"2022-09-13 02:36:54.000000+00:00\", \"2020-07-20 04:05:16.000000+00:00\"], \"session_ids\": [\"29cb62d4-a6b9-4206-a805-19fece749013\", \"bfc70f1c-5a93-4edc-824a-dcff0b051a6d\", \"58290c18-ff85-4cd8-bd04-2f9f4d9ae43e\"], \"total_duration\": 219.0, \"total_sessions\": 3, \"mean_week_duration\": 1.369}}, {\"97492\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Paris\", \"datetimes\": [\"2021-12-14 11:11:35.000000+00:00\", \"2020-09-29 15:46:28.000000+00:00\"], \"session_ids\": [\"188f2f50-7059-4ad2-b512-a14e9b0c29b4\", \"852ebc34-5ff1-409f-9178-2df479734909\"], \"total_duration\": 94.0, \"total_sessions\": 2, \"mean_week_duration\": 1.492}}, {\"70715\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-25 09:57:42.000000+00:00\", \"2020-02-22 10:34:16.000000+00:00\"], \"session_ids\": [\"c344383f-8799-493b-b7e1-944b740865f6\", \"f0190462-8d0e-4e37-bebd-9c76e7d81b1f\"], \"total_duration\": 232.0, \"total_sessions\": 2, \"mean_week_duration\": 2.128}}, {\"89668\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-03-04 18:23:03.000000+00:00\", \"2019-03-23 04:48:50.000000+00:00\"], \"session_ids\": [\"ef8f9aa6-d14c-4456-906a-61c40d30b88a\", \"8bc447f2-131c-4246-ba2d-0fa701b95689\"], \"total_duration\": 360.0, \"total_sessions\": 2, \"mean_week_duration\": 3.529}}, {\"53653\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-05-26 01:20:52.000000+00:00\", \"2019-05-20 15:59:12.000000+00:00\"], \"session_ids\": [\"5e6c93ff-435f-467f-845f-d9ad46e0814c\", \"3f71e991-3bb5-4272-9de0-e4dbf920132b\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 3.736}}, {\"30014\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 7, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-07-28 23:54:37.000000+00:00\", \"2021-12-31 06:56:59.000000+00:00\"], \"session_ids\": [\"9139baca-7f10-4d64-b8e8-8704a00c167e\", \"1bc99b0d-f7a0-4210-b56a-d4cf9bf60221\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 5.435}}, {\"49164\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-06-12 18:13:39.000000+00:00\", \"2019-01-15 09:21:25.000000+00:00\"], \"session_ids\": [\"2645a1d6-3c8f-42a9-a734-4960ac8c5ae2\", \"b5eb30b1-4b65-42f4-a0c5-16ec1f1cdabd\"], \"total_duration\": 291.0, \"total_sessions\": 2, \"mean_week_duration\": 13.227}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 1 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"49874\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-03-16 22:35:03.000000+00:00\", \"2020-12-15 14:20:35.000000+00:00\"], \"session_ids\": [\"ecb34c7d-75ac-4a4a-9998-df191182f6c5\", \"6d6e23b0-4fcf-4adc-88ba-d8bf78446d62\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.615}}]\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[{\"49874\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-03-16 22:35:03.000000+00:00\", \"2020-12-15 14:20:35.000000+00:00\"], \"session_ids\": [\"ecb34c7d-75ac-4a4a-9998-df191182f6c5\", \"6d6e23b0-4fcf-4adc-88ba-d8bf78446d62\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.615}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me an information about 7 users whose sum of duration of sessions per week exceeds 6 as well as sort by town center name from the smallest to the largest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"49566\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-08-31 11:24:48.000000+00:00\", \"2021-10-03 10:20:44.000000+00:00\"], \"session_ids\": [\"219e005d-b5b1-4f20-8fea-b0f3bb20f394\", \"85c28164-60b5-4aa3-8dc1-fc78d06c8bee\"], \"total_duration\": 359.0, \"total_sessions\": 2, \"mean_week_duration\": 7.479}, \"4535\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-04 21:35:29.000000+00:00\", \"2020-10-27 12:07:41.000000+00:00\", \"2022-03-05 08:17:52.000000+00:00\", \"2022-12-13 10:13:27.000000+00:00\", \"2019-05-06 03:06:41.000000+00:00\", \"2020-09-11 18:41:46.000000+00:00\", \"2019-09-26 19:43:11.000000+00:00\", \"2021-02-27 05:32:22.000000+00:00\", \"2022-11-26 23:55:15.000000+00:00\", \"2020-05-05 18:56:48.000000+00:00\"], \"session_ids\": [\"1d1cbdba-203d-4ba3-9897-8937419e57f9\", \"e965e3a8-5bbc-489d-a973-800220c8f695\", \"28c684ef-e91f-4bc6-878a-2acb0d06f981\", \"45535e9b-6188-471b-93db-e031df0863be\", \"2a8391e2-0859-4ccd-a39f-008128a894e1\", \"da06c40d-c887-4717-9be9-3e3f2b38bbc1\", \"c3c5d811-341b-4834-87d3-ad81b9f546a3\", \"ee1d6d64-7bb7-4f5d-bc03-3037525d5485\", \"fdbcf1c4-d8d1-4220-9a96-d53bff952759\", \"259407e3-88b8-4002-997b-8c3edf67d21c\"], \"total_duration\": 4335.0, \"total_sessions\": 10, \"mean_week_duration\": 22.937}, \"85091\": {\"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, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-02 17:14:42.000000+00:00\", \"2020-01-24 21:28:23.000000+00:00\"], \"session_ids\": [\"622d0eb6-39ff-4329-a10d-80d206d381d1\", \"35488332-3506-478d-964d-cc13f5e6be37\"], \"total_duration\": 486.0, \"total_sessions\": 2, \"mean_week_duration\": 2.777}, \"23683\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-07 00:40:40.000000+00:00\", \"2022-04-20 12:24:16.000000+00:00\", \"2022-07-11 12:08:47.000000+00:00\"], \"session_ids\": [\"3522b84c-fd2b-4b0f-9df0-dce32e50d3d2\", \"0eec7ee4-8175-43be-9d3f-3673eeef7afd\", \"a91ab12d-f838-40f5-81d0-e981f03121e9\"], \"total_duration\": 21.0, \"total_sessions\": 3, \"mean_week_duration\": 0.318}, \"39123\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-11-10 02:00:19.000000+00:00\", \"2020-07-10 05:13:00.000000+00:00\", \"2019-02-28 00:45:12.000000+00:00\", \"2022-06-01 11:42:54.000000+00:00\"], \"session_ids\": [\"aa2b3b3b-f9c2-4f3f-8168-660fb0e29cac\", \"878b27bf-fb01-4da9-b385-5eceea82c243\", \"35d26cfb-5d58-475f-a62c-1e95d78d1fdf\", \"6207fb13-b05f-4733-bb66-936edd443826\"], \"total_duration\": 662.0, \"total_sessions\": 4, \"mean_week_duration\": 3.894}, \"67478\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-05-07 09:32:13.000000+00:00\", \"2022-03-18 21:09:12.000000+00:00\", \"2020-11-20 04:37:37.000000+00:00\", \"2022-08-31 00:21:46.000000+00:00\", \"2020-10-28 16:06:58.000000+00:00\", \"2022-02-19 10:34:27.000000+00:00\", \"2022-11-17 17:33:10.000000+00:00\", \"2020-03-18 23:33:11.000000+00:00\"], \"session_ids\": [\"f19fb70b-635b-4ec2-b143-f8a613f8cc68\", \"bb5ba26d-463c-4a4f-b17e-a74311fb1b5f\", \"0951c134-b7ab-43fb-a370-c148fc88278d\", \"e9e18c75-cd9f-4f86-ae5c-a656a290b238\", \"ded8e148-3392-45ee-b3b1-b7a722e1300e\", \"d113404f-1fe7-4b32-a705-797f2fb8beec\", \"2039c36b-11d7-46d6-8688-511cf1a82e12\", \"79689190-cda2-4897-876b-95167c4b7454\"], \"total_duration\": 4442.0, \"total_sessions\": 8, \"mean_week_duration\": 24.011}, \"8879\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-08-19 13:56:13.000000+00:00\", \"2019-12-28 21:29:16.000000+00:00\"], \"session_ids\": [\"5452b1ff-3be1-4bf8-afbf-97068a631439\", \"2b50bee6-bf56-4278-8bed-62c630fdd806\"], \"total_duration\": 311.0, \"total_sessions\": 2, \"mean_week_duration\": 3.616}, \"16690\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-11 00:53:19.000000+00:00\", \"2021-04-03 08:47:14.000000+00:00\", \"2019-12-10 23:04:43.000000+00:00\", \"2021-11-25 09:15:29.000000+00:00\"], \"session_ids\": [\"8a560ecb-b533-4bae-8135-73a69b28ae79\", \"bf648dfc-97a3-4964-ad69-371c536607b1\", \"e160b3bb-40b1-41e0-bb58-28261914858b\", \"585a3297-1a09-4906-870b-6b5d27f26625\"], \"total_duration\": 624.0, \"total_sessions\": 4, \"mean_week_duration\": 5.622}, \"42080\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-06-26 19:37:53.000000+00:00\", \"2019-06-15 21:39:08.000000+00:00\", \"2021-06-17 02:14:42.000000+00:00\"], \"session_ids\": [\"409d5032-8752-4e74-9ae4-0b05d0e0080a\", \"4fea6ad2-fc57-484d-bcef-7acc1ff43c77\", \"6dc38cf0-cfdb-48cc-84ef-e149bbe98327\"], \"total_duration\": 122.0, \"total_sessions\": 3, \"mean_week_duration\": 1.151}, \"10501\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-01-28 11:42:04.000000+00:00\", \"2022-11-22 00:34:49.000000+00:00\", \"2022-09-06 05:52:23.000000+00:00\", \"2022-09-01 08:29:16.000000+00:00\", \"2019-05-29 02:00:19.000000+00:00\", \"2021-01-21 01:50:14.000000+00:00\", \"2020-09-22 12:57:05.000000+00:00\", \"2019-07-08 06:01:25.000000+00:00\", \"2019-02-17 00:08:33.000000+00:00\", \"2019-02-02 04:58:44.000000+00:00\"], \"session_ids\": [\"649bd7fa-88aa-4211-850b-3fde02f4861e\", \"3f8d13f1-39d9-4092-92e5-bc3c07cc58b8\", \"9d761f9b-1d85-4678-a597-27e012617839\", \"b00e9f00-90ec-4e33-9f4e-f9b8d1a64f95\", \"738fc761-abb6-45d2-acff-ea830e07137e\", \"783bc919-bb37-4fce-8aa9-017c15292649\", \"be199eb7-535b-4fea-9415-743aefe9541a\", \"be2d5aaf-e8e4-44cc-8c26-b7e7d8038710\", \"9d7f4748-7d2e-47bb-8e5b-75e519db15fc\", \"52696919-6a93-4778-8971-51031c82b888\"], \"total_duration\": 18331.0, \"total_sessions\": 10, \"mean_week_duration\": 92.116}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or greater than 6"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\"]]}, \"all_values\": {\"mean_week_duration\": [[6, 32]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"49566\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-08-31 11:24:48.000000+00:00\", \"2021-10-03 10:20:44.000000+00:00\"], \"session_ids\": [\"219e005d-b5b1-4f20-8fea-b0f3bb20f394\", \"85c28164-60b5-4aa3-8dc1-fc78d06c8bee\"], \"total_duration\": 359.0, \"total_sessions\": 2, \"mean_week_duration\": 7.479}, \"4535\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-04 21:35:29.000000+00:00\", \"2020-10-27 12:07:41.000000+00:00\", \"2022-03-05 08:17:52.000000+00:00\", \"2022-12-13 10:13:27.000000+00:00\", \"2019-05-06 03:06:41.000000+00:00\", \"2020-09-11 18:41:46.000000+00:00\", \"2019-09-26 19:43:11.000000+00:00\", \"2021-02-27 05:32:22.000000+00:00\", \"2022-11-26 23:55:15.000000+00:00\", \"2020-05-05 18:56:48.000000+00:00\"], \"session_ids\": [\"1d1cbdba-203d-4ba3-9897-8937419e57f9\", \"e965e3a8-5bbc-489d-a973-800220c8f695\", \"28c684ef-e91f-4bc6-878a-2acb0d06f981\", \"45535e9b-6188-471b-93db-e031df0863be\", \"2a8391e2-0859-4ccd-a39f-008128a894e1\", \"da06c40d-c887-4717-9be9-3e3f2b38bbc1\", \"c3c5d811-341b-4834-87d3-ad81b9f546a3\", \"ee1d6d64-7bb7-4f5d-bc03-3037525d5485\", \"fdbcf1c4-d8d1-4220-9a96-d53bff952759\", \"259407e3-88b8-4002-997b-8c3edf67d21c\"], \"total_duration\": 4335.0, \"total_sessions\": 10, \"mean_week_duration\": 22.937}, \"67478\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-05-07 09:32:13.000000+00:00\", \"2022-03-18 21:09:12.000000+00:00\", \"2020-11-20 04:37:37.000000+00:00\", \"2022-08-31 00:21:46.000000+00:00\", \"2020-10-28 16:06:58.000000+00:00\", \"2022-02-19 10:34:27.000000+00:00\", \"2022-11-17 17:33:10.000000+00:00\", \"2020-03-18 23:33:11.000000+00:00\"], \"session_ids\": [\"f19fb70b-635b-4ec2-b143-f8a613f8cc68\", \"bb5ba26d-463c-4a4f-b17e-a74311fb1b5f\", \"0951c134-b7ab-43fb-a370-c148fc88278d\", \"e9e18c75-cd9f-4f86-ae5c-a656a290b238\", \"ded8e148-3392-45ee-b3b1-b7a722e1300e\", \"d113404f-1fe7-4b32-a705-797f2fb8beec\", \"2039c36b-11d7-46d6-8688-511cf1a82e12\", \"79689190-cda2-4897-876b-95167c4b7454\"], \"total_duration\": 4442.0, \"total_sessions\": 8, \"mean_week_duration\": 24.011}, \"10501\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-01-28 11:42:04.000000+00:00\", \"2022-11-22 00:34:49.000000+00:00\", \"2022-09-06 05:52:23.000000+00:00\", \"2022-09-01 08:29:16.000000+00:00\", \"2019-05-29 02:00:19.000000+00:00\", \"2021-01-21 01:50:14.000000+00:00\", \"2020-09-22 12:57:05.000000+00:00\", \"2019-07-08 06:01:25.000000+00:00\", \"2019-02-17 00:08:33.000000+00:00\", \"2019-02-02 04:58:44.000000+00:00\"], \"session_ids\": [\"649bd7fa-88aa-4211-850b-3fde02f4861e\", \"3f8d13f1-39d9-4092-92e5-bc3c07cc58b8\", \"9d761f9b-1d85-4678-a597-27e012617839\", \"b00e9f00-90ec-4e33-9f4e-f9b8d1a64f95\", \"738fc761-abb6-45d2-acff-ea830e07137e\", \"783bc919-bb37-4fce-8aa9-017c15292649\", \"be199eb7-535b-4fea-9415-743aefe9541a\", \"be2d5aaf-e8e4-44cc-8c26-b7e7d8038710\", \"9d7f4748-7d2e-47bb-8e5b-75e519db15fc\", \"52696919-6a93-4778-8971-51031c82b888\"], \"total_duration\": 18331.0, \"total_sessions\": 10, \"mean_week_duration\": 92.116}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"67478\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-05-07 09:32:13.000000+00:00\", \"2022-03-18 21:09:12.000000+00:00\", \"2020-11-20 04:37:37.000000+00:00\", \"2022-08-31 00:21:46.000000+00:00\", \"2020-10-28 16:06:58.000000+00:00\", \"2022-02-19 10:34:27.000000+00:00\", \"2022-11-17 17:33:10.000000+00:00\", \"2020-03-18 23:33:11.000000+00:00\"], \"session_ids\": [\"f19fb70b-635b-4ec2-b143-f8a613f8cc68\", \"bb5ba26d-463c-4a4f-b17e-a74311fb1b5f\", \"0951c134-b7ab-43fb-a370-c148fc88278d\", \"e9e18c75-cd9f-4f86-ae5c-a656a290b238\", \"ded8e148-3392-45ee-b3b1-b7a722e1300e\", \"d113404f-1fe7-4b32-a705-797f2fb8beec\", \"2039c36b-11d7-46d6-8688-511cf1a82e12\", \"79689190-cda2-4897-876b-95167c4b7454\"], \"total_duration\": 4442.0, \"total_sessions\": 8, \"mean_week_duration\": 24.011}}, {\"10501\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-01-28 11:42:04.000000+00:00\", \"2022-11-22 00:34:49.000000+00:00\", \"2022-09-06 05:52:23.000000+00:00\", \"2022-09-01 08:29:16.000000+00:00\", \"2019-05-29 02:00:19.000000+00:00\", \"2021-01-21 01:50:14.000000+00:00\", \"2020-09-22 12:57:05.000000+00:00\", \"2019-07-08 06:01:25.000000+00:00\", \"2019-02-17 00:08:33.000000+00:00\", \"2019-02-02 04:58:44.000000+00:00\"], \"session_ids\": [\"649bd7fa-88aa-4211-850b-3fde02f4861e\", \"3f8d13f1-39d9-4092-92e5-bc3c07cc58b8\", \"9d761f9b-1d85-4678-a597-27e012617839\", \"b00e9f00-90ec-4e33-9f4e-f9b8d1a64f95\", \"738fc761-abb6-45d2-acff-ea830e07137e\", \"783bc919-bb37-4fce-8aa9-017c15292649\", \"be199eb7-535b-4fea-9415-743aefe9541a\", \"be2d5aaf-e8e4-44cc-8c26-b7e7d8038710\", \"9d7f4748-7d2e-47bb-8e5b-75e519db15fc\", \"52696919-6a93-4778-8971-51031c82b888\"], \"total_duration\": 18331.0, \"total_sessions\": 10, \"mean_week_duration\": 92.116}}, {\"4535\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-04 21:35:29.000000+00:00\", \"2020-10-27 12:07:41.000000+00:00\", \"2022-03-05 08:17:52.000000+00:00\", \"2022-12-13 10:13:27.000000+00:00\", \"2019-05-06 03:06:41.000000+00:00\", \"2020-09-11 18:41:46.000000+00:00\", \"2019-09-26 19:43:11.000000+00:00\", \"2021-02-27 05:32:22.000000+00:00\", \"2022-11-26 23:55:15.000000+00:00\", \"2020-05-05 18:56:48.000000+00:00\"], \"session_ids\": [\"1d1cbdba-203d-4ba3-9897-8937419e57f9\", \"e965e3a8-5bbc-489d-a973-800220c8f695\", \"28c684ef-e91f-4bc6-878a-2acb0d06f981\", \"45535e9b-6188-471b-93db-e031df0863be\", \"2a8391e2-0859-4ccd-a39f-008128a894e1\", \"da06c40d-c887-4717-9be9-3e3f2b38bbc1\", \"c3c5d811-341b-4834-87d3-ad81b9f546a3\", \"ee1d6d64-7bb7-4f5d-bc03-3037525d5485\", \"fdbcf1c4-d8d1-4220-9a96-d53bff952759\", \"259407e3-88b8-4002-997b-8c3edf67d21c\"], \"total_duration\": 4335.0, \"total_sessions\": 10, \"mean_week_duration\": 22.937}}, {\"49566\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-08-31 11:24:48.000000+00:00\", \"2021-10-03 10:20:44.000000+00:00\"], \"session_ids\": [\"219e005d-b5b1-4f20-8fea-b0f3bb20f394\", \"85c28164-60b5-4aa3-8dc1-fc78d06c8bee\"], \"total_duration\": 359.0, \"total_sessions\": 2, \"mean_week_duration\": 7.479}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 7 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"67478\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-05-07 09:32:13.000000+00:00\", \"2022-03-18 21:09:12.000000+00:00\", \"2020-11-20 04:37:37.000000+00:00\", \"2022-08-31 00:21:46.000000+00:00\", \"2020-10-28 16:06:58.000000+00:00\", \"2022-02-19 10:34:27.000000+00:00\", \"2022-11-17 17:33:10.000000+00:00\", \"2020-03-18 23:33:11.000000+00:00\"], \"session_ids\": [\"f19fb70b-635b-4ec2-b143-f8a613f8cc68\", \"bb5ba26d-463c-4a4f-b17e-a74311fb1b5f\", \"0951c134-b7ab-43fb-a370-c148fc88278d\", \"e9e18c75-cd9f-4f86-ae5c-a656a290b238\", \"ded8e148-3392-45ee-b3b1-b7a722e1300e\", \"d113404f-1fe7-4b32-a705-797f2fb8beec\", \"2039c36b-11d7-46d6-8688-511cf1a82e12\", \"79689190-cda2-4897-876b-95167c4b7454\"], \"total_duration\": 4442.0, \"total_sessions\": 8, \"mean_week_duration\": 24.011}}, {\"10501\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-01-28 11:42:04.000000+00:00\", \"2022-11-22 00:34:49.000000+00:00\", \"2022-09-06 05:52:23.000000+00:00\", \"2022-09-01 08:29:16.000000+00:00\", \"2019-05-29 02:00:19.000000+00:00\", \"2021-01-21 01:50:14.000000+00:00\", \"2020-09-22 12:57:05.000000+00:00\", \"2019-07-08 06:01:25.000000+00:00\", \"2019-02-17 00:08:33.000000+00:00\", \"2019-02-02 04:58:44.000000+00:00\"], \"session_ids\": [\"649bd7fa-88aa-4211-850b-3fde02f4861e\", \"3f8d13f1-39d9-4092-92e5-bc3c07cc58b8\", \"9d761f9b-1d85-4678-a597-27e012617839\", \"b00e9f00-90ec-4e33-9f4e-f9b8d1a64f95\", \"738fc761-abb6-45d2-acff-ea830e07137e\", \"783bc919-bb37-4fce-8aa9-017c15292649\", \"be199eb7-535b-4fea-9415-743aefe9541a\", \"be2d5aaf-e8e4-44cc-8c26-b7e7d8038710\", \"9d7f4748-7d2e-47bb-8e5b-75e519db15fc\", \"52696919-6a93-4778-8971-51031c82b888\"], \"total_duration\": 18331.0, \"total_sessions\": 10, \"mean_week_duration\": 92.116}}, {\"4535\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-04 21:35:29.000000+00:00\", \"2020-10-27 12:07:41.000000+00:00\", \"2022-03-05 08:17:52.000000+00:00\", \"2022-12-13 10:13:27.000000+00:00\", \"2019-05-06 03:06:41.000000+00:00\", \"2020-09-11 18:41:46.000000+00:00\", \"2019-09-26 19:43:11.000000+00:00\", \"2021-02-27 05:32:22.000000+00:00\", \"2022-11-26 23:55:15.000000+00:00\", \"2020-05-05 18:56:48.000000+00:00\"], \"session_ids\": [\"1d1cbdba-203d-4ba3-9897-8937419e57f9\", \"e965e3a8-5bbc-489d-a973-800220c8f695\", \"28c684ef-e91f-4bc6-878a-2acb0d06f981\", \"45535e9b-6188-471b-93db-e031df0863be\", \"2a8391e2-0859-4ccd-a39f-008128a894e1\", \"da06c40d-c887-4717-9be9-3e3f2b38bbc1\", \"c3c5d811-341b-4834-87d3-ad81b9f546a3\", \"ee1d6d64-7bb7-4f5d-bc03-3037525d5485\", \"fdbcf1c4-d8d1-4220-9a96-d53bff952759\", \"259407e3-88b8-4002-997b-8c3edf67d21c\"], \"total_duration\": 4335.0, \"total_sessions\": 10, \"mean_week_duration\": 22.937}}, {\"49566\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-08-31 11:24:48.000000+00:00\", \"2021-10-03 10:20:44.000000+00:00\"], \"session_ids\": [\"219e005d-b5b1-4f20-8fea-b0f3bb20f394\", \"85c28164-60b5-4aa3-8dc1-fc78d06c8bee\"], \"total_duration\": 359.0, \"total_sessions\": 2, \"mean_week_duration\": 7.479}}]\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[{\"67478\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-05-07 09:32:13.000000+00:00\", \"2022-03-18 21:09:12.000000+00:00\", \"2020-11-20 04:37:37.000000+00:00\", \"2022-08-31 00:21:46.000000+00:00\", \"2020-10-28 16:06:58.000000+00:00\", \"2022-02-19 10:34:27.000000+00:00\", \"2022-11-17 17:33:10.000000+00:00\", \"2020-03-18 23:33:11.000000+00:00\"], \"session_ids\": [\"f19fb70b-635b-4ec2-b143-f8a613f8cc68\", \"bb5ba26d-463c-4a4f-b17e-a74311fb1b5f\", \"0951c134-b7ab-43fb-a370-c148fc88278d\", \"e9e18c75-cd9f-4f86-ae5c-a656a290b238\", \"ded8e148-3392-45ee-b3b1-b7a722e1300e\", \"d113404f-1fe7-4b32-a705-797f2fb8beec\", \"2039c36b-11d7-46d6-8688-511cf1a82e12\", \"79689190-cda2-4897-876b-95167c4b7454\"], \"total_duration\": 4442.0, \"total_sessions\": 8, \"mean_week_duration\": 24.011}}, {\"10501\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-01-28 11:42:04.000000+00:00\", \"2022-11-22 00:34:49.000000+00:00\", \"2022-09-06 05:52:23.000000+00:00\", \"2022-09-01 08:29:16.000000+00:00\", \"2019-05-29 02:00:19.000000+00:00\", \"2021-01-21 01:50:14.000000+00:00\", \"2020-09-22 12:57:05.000000+00:00\", \"2019-07-08 06:01:25.000000+00:00\", \"2019-02-17 00:08:33.000000+00:00\", \"2019-02-02 04:58:44.000000+00:00\"], \"session_ids\": [\"649bd7fa-88aa-4211-850b-3fde02f4861e\", \"3f8d13f1-39d9-4092-92e5-bc3c07cc58b8\", \"9d761f9b-1d85-4678-a597-27e012617839\", \"b00e9f00-90ec-4e33-9f4e-f9b8d1a64f95\", \"738fc761-abb6-45d2-acff-ea830e07137e\", \"783bc919-bb37-4fce-8aa9-017c15292649\", \"be199eb7-535b-4fea-9415-743aefe9541a\", \"be2d5aaf-e8e4-44cc-8c26-b7e7d8038710\", \"9d7f4748-7d2e-47bb-8e5b-75e519db15fc\", \"52696919-6a93-4778-8971-51031c82b888\"], \"total_duration\": 18331.0, \"total_sessions\": 10, \"mean_week_duration\": 92.116}}, {\"4535\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-04 21:35:29.000000+00:00\", \"2020-10-27 12:07:41.000000+00:00\", \"2022-03-05 08:17:52.000000+00:00\", \"2022-12-13 10:13:27.000000+00:00\", \"2019-05-06 03:06:41.000000+00:00\", \"2020-09-11 18:41:46.000000+00:00\", \"2019-09-26 19:43:11.000000+00:00\", \"2021-02-27 05:32:22.000000+00:00\", \"2022-11-26 23:55:15.000000+00:00\", \"2020-05-05 18:56:48.000000+00:00\"], \"session_ids\": [\"1d1cbdba-203d-4ba3-9897-8937419e57f9\", \"e965e3a8-5bbc-489d-a973-800220c8f695\", \"28c684ef-e91f-4bc6-878a-2acb0d06f981\", \"45535e9b-6188-471b-93db-e031df0863be\", \"2a8391e2-0859-4ccd-a39f-008128a894e1\", \"da06c40d-c887-4717-9be9-3e3f2b38bbc1\", \"c3c5d811-341b-4834-87d3-ad81b9f546a3\", \"ee1d6d64-7bb7-4f5d-bc03-3037525d5485\", \"fdbcf1c4-d8d1-4220-9a96-d53bff952759\", \"259407e3-88b8-4002-997b-8c3edf67d21c\"], \"total_duration\": 4335.0, \"total_sessions\": 10, \"mean_week_duration\": 22.937}}, {\"49566\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-08-31 11:24:48.000000+00:00\", \"2021-10-03 10:20:44.000000+00:00\"], \"session_ids\": [\"219e005d-b5b1-4f20-8fea-b0f3bb20f394\", \"85c28164-60b5-4aa3-8dc1-fc78d06c8bee\"], \"total_duration\": 359.0, \"total_sessions\": 2, \"mean_week_duration\": 7.479}}]\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 users who have overall quantity of sessions greater than 2 (not including) additionaly carry out sorting by overall total sessions from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"46758\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-07-12 03:52:49.000000+00:00\", \"2021-08-13 11:42:09.000000+00:00\"], \"session_ids\": [\"6c647d7a-a754-4363-8bbc-c98f7a04caef\", \"e9c647e8-65c0-4c1f-9c19-4c6920dbfaef\"], \"total_duration\": 457.0, \"total_sessions\": 2, \"mean_week_duration\": 91.4}, \"95976\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-03-06 13:21:52.000000+00:00\", \"2019-06-30 23:06:01.000000+00:00\", \"2022-02-04 09:02:55.000000+00:00\"], \"session_ids\": [\"6cae77b0-5431-450c-947a-bda1f7e738af\", \"526ac6b3-5c0e-4186-bd1a-977c741c801e\", \"68a6c759-7800-488d-9076-f8f49727aa1d\"], \"total_duration\": 54.0, \"total_sessions\": 3, \"mean_week_duration\": 0.386}, \"87403\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-08 19:59:26.000000+00:00\", \"2023-06-25 09:23:03.000000+00:00\"], \"session_ids\": [\"10c45a87-6b70-4835-8fea-6e908a90b741\", \"f7c0f164-74bf-4d3e-b7af-89d3a9ff0256\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 1.858}, \"87724\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-08-22 17:25:16.000000+00:00\", \"2021-07-14 03:23:45.000000+00:00\", \"2020-02-04 11:11:14.000000+00:00\", \"2023-03-24 19:54:46.000000+00:00\", \"2022-12-29 20:04:21.000000+00:00\", \"2022-03-22 21:13:47.000000+00:00\"], \"session_ids\": [\"2af3b2ab-1140-4443-a3ef-a244645c414b\", \"c3f3d249-d5dd-439c-a605-0ba9e7e95f86\", \"a2956e8b-525e-4cbb-b9a8-d4d62219c63d\", \"c2df1bc6-fc65-4c8f-a008-5f63353a7264\", \"f82a98dd-5b98-4126-b701-3b7fbe5528af\", \"01af3653-8f0a-4688-bf90-f01437f84c05\"], \"total_duration\": 3363.0, \"total_sessions\": 6, \"mean_week_duration\": 20.506}, \"75682\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-08-17 04:25:16.000000+00:00\", \"2022-04-28 04:14:41.000000+00:00\"], \"session_ids\": [\"2898a9be-a1aa-4728-b57b-9e9c032a87ab\", \"0121575e-f98c-4608-9626-7543f1bac612\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 8.676}, \"71519\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-10-08 02:56:11.000000+00:00\", \"2022-05-03 18:22:46.000000+00:00\"], \"session_ids\": [\"5e32beb4-ce25-4279-bde7-389aa2efc0e8\", \"20f86a69-43cc-4a67-9a54-5919516cb1ba\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 1.313}, \"44874\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2020-07-01 19:44:55.000000+00:00\", \"2020-04-14 17:11:47.000000+00:00\"], \"session_ids\": [\"31c89e9e-3470-472c-9a87-67fc3c012b23\", \"5279d149-e4b1-4487-b197-9541eea71908\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 31.333}, \"33338\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-08-25 02:39:08.000000+00:00\", \"2020-05-06 05:30:53.000000+00:00\"], \"session_ids\": [\"f351c92f-06c0-49c8-9a56-0c4c195e3955\", \"508721c9-3ca1-4a98-bc09-7a250ba86335\"], \"total_duration\": 402.0, \"total_sessions\": 2, \"mean_week_duration\": 10.865}, \"27164\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-03-11 22:10:04.000000+00:00\", \"2021-10-13 09:07:40.000000+00:00\", \"2019-03-09 16:20:09.000000+00:00\"], \"session_ids\": [\"994b0e50-7558-41e5-89d5-d656d6ef7aa8\", \"df572551-68c3-4639-a565-33046b94302e\", \"96be9254-713b-41fc-819d-5bb824999e52\"], \"total_duration\": 104.0, \"total_sessions\": 3, \"mean_week_duration\": 0.498}, \"21896\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-04-30 05:19:24.000000+00:00\", \"2020-06-28 09:31:55.000000+00:00\", \"2019-11-23 11:49:32.000000+00:00\"], \"session_ids\": [\"1ae3ef17-c1b4-4d56-b942-ed57d8cce07d\", \"7d70e4b3-caae-4ebd-8164-4d7ab63d8128\", \"ac5e8bd0-a4b2-4c14-9f5c-c31269f03142\"], \"total_duration\": 164.0, \"total_sessions\": 3, \"mean_week_duration\": 2.187}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are greater than 2"
},
{
"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{\"95976\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-03-06 13:21:52.000000+00:00\", \"2019-06-30 23:06:01.000000+00:00\", \"2022-02-04 09:02:55.000000+00:00\"], \"session_ids\": [\"6cae77b0-5431-450c-947a-bda1f7e738af\", \"526ac6b3-5c0e-4186-bd1a-977c741c801e\", \"68a6c759-7800-488d-9076-f8f49727aa1d\"], \"total_duration\": 54.0, \"total_sessions\": 3, \"mean_week_duration\": 0.386}, \"87724\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-08-22 17:25:16.000000+00:00\", \"2021-07-14 03:23:45.000000+00:00\", \"2020-02-04 11:11:14.000000+00:00\", \"2023-03-24 19:54:46.000000+00:00\", \"2022-12-29 20:04:21.000000+00:00\", \"2022-03-22 21:13:47.000000+00:00\"], \"session_ids\": [\"2af3b2ab-1140-4443-a3ef-a244645c414b\", \"c3f3d249-d5dd-439c-a605-0ba9e7e95f86\", \"a2956e8b-525e-4cbb-b9a8-d4d62219c63d\", \"c2df1bc6-fc65-4c8f-a008-5f63353a7264\", \"f82a98dd-5b98-4126-b701-3b7fbe5528af\", \"01af3653-8f0a-4688-bf90-f01437f84c05\"], \"total_duration\": 3363.0, \"total_sessions\": 6, \"mean_week_duration\": 20.506}, \"27164\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-03-11 22:10:04.000000+00:00\", \"2021-10-13 09:07:40.000000+00:00\", \"2019-03-09 16:20:09.000000+00:00\"], \"session_ids\": [\"994b0e50-7558-41e5-89d5-d656d6ef7aa8\", \"df572551-68c3-4639-a565-33046b94302e\", \"96be9254-713b-41fc-819d-5bb824999e52\"], \"total_duration\": 104.0, \"total_sessions\": 3, \"mean_week_duration\": 0.498}, \"21896\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-04-30 05:19:24.000000+00:00\", \"2020-06-28 09:31:55.000000+00:00\", \"2019-11-23 11:49:32.000000+00:00\"], \"session_ids\": [\"1ae3ef17-c1b4-4d56-b942-ed57d8cce07d\", \"7d70e4b3-caae-4ebd-8164-4d7ab63d8128\", \"ac5e8bd0-a4b2-4c14-9f5c-c31269f03142\"], \"total_duration\": 164.0, \"total_sessions\": 3, \"mean_week_duration\": 2.187}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"87724\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-08-22 17:25:16.000000+00:00\", \"2021-07-14 03:23:45.000000+00:00\", \"2020-02-04 11:11:14.000000+00:00\", \"2023-03-24 19:54:46.000000+00:00\", \"2022-12-29 20:04:21.000000+00:00\", \"2022-03-22 21:13:47.000000+00:00\"], \"session_ids\": [\"2af3b2ab-1140-4443-a3ef-a244645c414b\", \"c3f3d249-d5dd-439c-a605-0ba9e7e95f86\", \"a2956e8b-525e-4cbb-b9a8-d4d62219c63d\", \"c2df1bc6-fc65-4c8f-a008-5f63353a7264\", \"f82a98dd-5b98-4126-b701-3b7fbe5528af\", \"01af3653-8f0a-4688-bf90-f01437f84c05\"], \"total_duration\": 3363.0, \"total_sessions\": 6, \"mean_week_duration\": 20.506}}, {\"95976\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-03-06 13:21:52.000000+00:00\", \"2019-06-30 23:06:01.000000+00:00\", \"2022-02-04 09:02:55.000000+00:00\"], \"session_ids\": [\"6cae77b0-5431-450c-947a-bda1f7e738af\", \"526ac6b3-5c0e-4186-bd1a-977c741c801e\", \"68a6c759-7800-488d-9076-f8f49727aa1d\"], \"total_duration\": 54.0, \"total_sessions\": 3, \"mean_week_duration\": 0.386}}, {\"27164\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-03-11 22:10:04.000000+00:00\", \"2021-10-13 09:07:40.000000+00:00\", \"2019-03-09 16:20:09.000000+00:00\"], \"session_ids\": [\"994b0e50-7558-41e5-89d5-d656d6ef7aa8\", \"df572551-68c3-4639-a565-33046b94302e\", \"96be9254-713b-41fc-819d-5bb824999e52\"], \"total_duration\": 104.0, \"total_sessions\": 3, \"mean_week_duration\": 0.498}}, {\"21896\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-04-30 05:19:24.000000+00:00\", \"2020-06-28 09:31:55.000000+00:00\", \"2019-11-23 11:49:32.000000+00:00\"], \"session_ids\": [\"1ae3ef17-c1b4-4d56-b942-ed57d8cce07d\", \"7d70e4b3-caae-4ebd-8164-4d7ab63d8128\", \"ac5e8bd0-a4b2-4c14-9f5c-c31269f03142\"], \"total_duration\": 164.0, \"total_sessions\": 3, \"mean_week_duration\": 2.187}}]\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[{\"87724\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-08-22 17:25:16.000000+00:00\", \"2021-07-14 03:23:45.000000+00:00\", \"2020-02-04 11:11:14.000000+00:00\", \"2023-03-24 19:54:46.000000+00:00\", \"2022-12-29 20:04:21.000000+00:00\", \"2022-03-22 21:13:47.000000+00:00\"], \"session_ids\": [\"2af3b2ab-1140-4443-a3ef-a244645c414b\", \"c3f3d249-d5dd-439c-a605-0ba9e7e95f86\", \"a2956e8b-525e-4cbb-b9a8-d4d62219c63d\", \"c2df1bc6-fc65-4c8f-a008-5f63353a7264\", \"f82a98dd-5b98-4126-b701-3b7fbe5528af\", \"01af3653-8f0a-4688-bf90-f01437f84c05\"], \"total_duration\": 3363.0, \"total_sessions\": 6, \"mean_week_duration\": 20.506}}, {\"95976\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-03-06 13:21:52.000000+00:00\", \"2019-06-30 23:06:01.000000+00:00\", \"2022-02-04 09:02:55.000000+00:00\"], \"session_ids\": [\"6cae77b0-5431-450c-947a-bda1f7e738af\", \"526ac6b3-5c0e-4186-bd1a-977c741c801e\", \"68a6c759-7800-488d-9076-f8f49727aa1d\"], \"total_duration\": 54.0, \"total_sessions\": 3, \"mean_week_duration\": 0.386}}, {\"27164\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-03-11 22:10:04.000000+00:00\", \"2021-10-13 09:07:40.000000+00:00\", \"2019-03-09 16:20:09.000000+00:00\"], \"session_ids\": [\"994b0e50-7558-41e5-89d5-d656d6ef7aa8\", \"df572551-68c3-4639-a565-33046b94302e\", \"96be9254-713b-41fc-819d-5bb824999e52\"], \"total_duration\": 104.0, \"total_sessions\": 3, \"mean_week_duration\": 0.498}}, {\"21896\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-04-30 05:19:24.000000+00:00\", \"2020-06-28 09:31:55.000000+00:00\", \"2019-11-23 11:49:32.000000+00:00\"], \"session_ids\": [\"1ae3ef17-c1b4-4d56-b942-ed57d8cce07d\", \"7d70e4b3-caae-4ebd-8164-4d7ab63d8128\", \"ac5e8bd0-a4b2-4c14-9f5c-c31269f03142\"], \"total_duration\": 164.0, \"total_sessions\": 3, \"mean_week_duration\": 2.187}}]\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 users whose total_sessions is equal to 2 in addition perform sorting by total duration amount form the lowest to the highest."
}
] |
[
{
"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{\"6357\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-10-02 20:52:10.000000+00:00\", \"2022-07-09 12:40:12.000000+00:00\"], \"session_ids\": [\"91c489cf-cffd-4694-85a9-771df30ea54f\", \"60a02033-f123-433b-a7d9-5d26d49175bc\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 19.692}, \"36622\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-11-12 01:11:57.000000+00:00\", \"2022-07-22 23:35:11.000000+00:00\"], \"session_ids\": [\"b270d84a-c9dc-498f-bc93-ed680fcdb9c2\", \"04b2b752-7e15-41f5-bd27-15085bc3eb5c\"], \"total_duration\": 443.0, \"total_sessions\": 2, \"mean_week_duration\": 27.688}, \"3167\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-10-24 19:15:15.000000+00:00\", \"2020-02-22 07:25:32.000000+00:00\", \"2022-02-23 21:30:48.000000+00:00\"], \"session_ids\": [\"320774f0-dde5-4c2a-a155-408357a754bc\", \"c0a282fc-802d-4a6a-bd36-25265809d0a4\", \"d4abe5eb-38c8-4be8-82fd-7ae83bf47df9\"], \"total_duration\": 244.0, \"total_sessions\": 3, \"mean_week_duration\": 2.324}, \"77155\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-10-24 17:18:49.000000+00:00\", \"2020-04-18 22:21:14.000000+00:00\", \"2020-03-13 17:37:11.000000+00:00\", \"2021-01-21 07:25:10.000000+00:00\"], \"session_ids\": [\"f1051db4-16ef-49ea-8038-0e6bc12b2a42\", \"f34da0eb-27b8-44a5-8c51-c7ab26fa53af\", \"47ec21bb-cce4-4869-ba33-8bedcaa1eff7\", \"5bbc6ddf-26dc-415e-92e4-becc61473d59\"], \"total_duration\": 423.0, \"total_sessions\": 4, \"mean_week_duration\": 9.4}, \"95767\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-05-04 11:58:50.000000+00:00\", \"2020-11-09 11:13:36.000000+00:00\", \"2021-06-19 00:26:24.000000+00:00\", \"2021-08-02 06:03:05.000000+00:00\"], \"session_ids\": [\"b44fb626-0580-4bbc-b25f-a64bd3f2040b\", \"9cd371db-3248-48f0-8216-9cbdbf4539ba\", \"3ed43bb5-22cb-4ea3-8a05-0634d68b9d63\", \"62767b30-5797-4416-a5b9-04955d206363\"], \"total_duration\": 808.0, \"total_sessions\": 4, \"mean_week_duration\": 10.359}, \"61314\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-03-31 22:12:30.000000+00:00\", \"2020-02-13 18:26:01.000000+00:00\", \"2023-06-07 22:21:14.000000+00:00\", \"2019-08-04 10:44:41.000000+00:00\", \"2023-04-30 18:40:16.000000+00:00\"], \"session_ids\": [\"329da8e3-1a45-47c9-9b6d-05d74f6c04b5\", \"1101a60c-6c5b-46dd-8caf-3c218417a5d8\", \"57af3a36-d803-457d-8c96-536e4a35062f\", \"cc5c13d1-380b-4911-8de5-2ec67e5578ef\", \"548d3243-3238-4d0d-a7e3-bafabf9589d7\"], \"total_duration\": 40.0, \"total_sessions\": 5, \"mean_week_duration\": 0.199}, \"2060\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2019-05-17 19:42:19.000000+00:00\", \"2019-05-19 09:24:48.000000+00:00\", \"2020-05-03 20:21:46.000000+00:00\", \"2019-11-11 13:58:56.000000+00:00\"], \"session_ids\": [\"bde1e2c1-b055-4b5a-bfd0-5a3c91d650f9\", \"d8f97b3a-e4f6-4280-b55f-8e6289f24499\", \"bb68c536-039e-4c3f-aced-febe4181d417\", \"41cb4b6a-a817-49f1-840a-6ef517da6e34\"], \"total_duration\": 758.0, \"total_sessions\": 4, \"mean_week_duration\": 14.863}, \"43681\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-27 21:25:41.000000+00:00\", \"2019-09-22 01:51:49.000000+00:00\"], \"session_ids\": [\"0061ff2e-7037-41a4-af46-d69ae8fdc9e7\", \"932ba9a4-306e-4be9-a423-e03fbd03bc87\"], \"total_duration\": 202.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"52088\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-04-08 04:39:16.000000+00:00\", \"2021-06-03 10:45:49.000000+00:00\"], \"session_ids\": [\"41a30696-62c2-43a9-802f-985c30b6d96b\", \"c759e1e1-2215-46d3-b14b-8fe6c6d16205\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 1.474}, \"60641\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-09-02 15:15:57.000000+00:00\", \"2019-04-12 00:09:49.000000+00:00\", \"2022-12-08 06:11:48.000000+00:00\"], \"session_ids\": [\"d823b704-c45b-465e-88d7-56a6b11c15b9\", \"1b1e4d82-510f-43cf-ab1f-4d7da466e7c7\", \"b9142480-3298-4aa5-a2f5-3832fc7d0178\"], \"total_duration\": 524.0, \"total_sessions\": 3, \"mean_week_duration\": 2.743}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are 2"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"==\"]]}, \"all_values\": {\"total_sessions\": [[2, 6]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"6357\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-10-02 20:52:10.000000+00:00\", \"2022-07-09 12:40:12.000000+00:00\"], \"session_ids\": [\"91c489cf-cffd-4694-85a9-771df30ea54f\", \"60a02033-f123-433b-a7d9-5d26d49175bc\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 19.692}, \"36622\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-11-12 01:11:57.000000+00:00\", \"2022-07-22 23:35:11.000000+00:00\"], \"session_ids\": [\"b270d84a-c9dc-498f-bc93-ed680fcdb9c2\", \"04b2b752-7e15-41f5-bd27-15085bc3eb5c\"], \"total_duration\": 443.0, \"total_sessions\": 2, \"mean_week_duration\": 27.688}, \"43681\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-27 21:25:41.000000+00:00\", \"2019-09-22 01:51:49.000000+00:00\"], \"session_ids\": [\"0061ff2e-7037-41a4-af46-d69ae8fdc9e7\", \"932ba9a4-306e-4be9-a423-e03fbd03bc87\"], \"total_duration\": 202.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"52088\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-04-08 04:39:16.000000+00:00\", \"2021-06-03 10:45:49.000000+00:00\"], \"session_ids\": [\"41a30696-62c2-43a9-802f-985c30b6d96b\", \"c759e1e1-2215-46d3-b14b-8fe6c6d16205\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 1.474}}\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[{\"52088\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-04-08 04:39:16.000000+00:00\", \"2021-06-03 10:45:49.000000+00:00\"], \"session_ids\": [\"41a30696-62c2-43a9-802f-985c30b6d96b\", \"c759e1e1-2215-46d3-b14b-8fe6c6d16205\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 1.474}}, {\"43681\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-27 21:25:41.000000+00:00\", \"2019-09-22 01:51:49.000000+00:00\"], \"session_ids\": [\"0061ff2e-7037-41a4-af46-d69ae8fdc9e7\", \"932ba9a4-306e-4be9-a423-e03fbd03bc87\"], \"total_duration\": 202.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}, {\"6357\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-10-02 20:52:10.000000+00:00\", \"2022-07-09 12:40:12.000000+00:00\"], \"session_ids\": [\"91c489cf-cffd-4694-85a9-771df30ea54f\", \"60a02033-f123-433b-a7d9-5d26d49175bc\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 19.692}}, {\"36622\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-11-12 01:11:57.000000+00:00\", \"2022-07-22 23:35:11.000000+00:00\"], \"session_ids\": [\"b270d84a-c9dc-498f-bc93-ed680fcdb9c2\", \"04b2b752-7e15-41f5-bd27-15085bc3eb5c\"], \"total_duration\": 443.0, \"total_sessions\": 2, \"mean_week_duration\": 27.688}}]\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[{\"52088\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-04-08 04:39:16.000000+00:00\", \"2021-06-03 10:45:49.000000+00:00\"], \"session_ids\": [\"41a30696-62c2-43a9-802f-985c30b6d96b\", \"c759e1e1-2215-46d3-b14b-8fe6c6d16205\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 1.474}}, {\"43681\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-27 21:25:41.000000+00:00\", \"2019-09-22 01:51:49.000000+00:00\"], \"session_ids\": [\"0061ff2e-7037-41a4-af46-d69ae8fdc9e7\", \"932ba9a4-306e-4be9-a423-e03fbd03bc87\"], \"total_duration\": 202.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}, {\"6357\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-10-02 20:52:10.000000+00:00\", \"2022-07-09 12:40:12.000000+00:00\"], \"session_ids\": [\"91c489cf-cffd-4694-85a9-771df30ea54f\", \"60a02033-f123-433b-a7d9-5d26d49175bc\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 19.692}}, {\"36622\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-11-12 01:11:57.000000+00:00\", \"2022-07-22 23:35:11.000000+00:00\"], \"session_ids\": [\"b270d84a-c9dc-498f-bc93-ed680fcdb9c2\", \"04b2b752-7e15-41f5-bd27-15085bc3eb5c\"], \"total_duration\": 443.0, \"total_sessions\": 2, \"mean_week_duration\": 27.688}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Give me details on 3 users who aren't residing in cities Tokyo, Warsaw, Quito, Zurich, Beijing, Oslo, Toronto, Tegucigalpa also put to use sorting by time using the app per week ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"43932\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-06-23 05:00:44.000000+00:00\", \"2021-01-18 20:20:47.000000+00:00\"], \"session_ids\": [\"80fe82a3-db93-45cd-9746-7a2d5f07e672\", \"9a4a2a97-3069-4bf9-aee7-2bd7e5b8fd34\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.197}, \"20136\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-02-25 04:37:53.000000+00:00\", \"2021-05-13 14:19:45.000000+00:00\", \"2022-11-28 07:18:46.000000+00:00\", \"2021-10-25 17:49:26.000000+00:00\", \"2019-03-30 19:50:03.000000+00:00\"], \"session_ids\": [\"9f9c3639-a0e0-4006-83b9-1c13734b9457\", \"444ce26e-4a0a-48b0-bf6b-8ee7ca7c3013\", \"61f41fd3-25df-40ff-8d5c-96e8aa01f48e\", \"8871e329-53a6-4453-b27a-519115ae69e8\", \"ff9bc413-b130-4e56-8d83-9cf88e892d2a\"], \"total_duration\": 60.0, \"total_sessions\": 5, \"mean_week_duration\": 0.294}, \"34617\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-05-08 04:39:34.000000+00:00\", \"2022-06-12 22:36:48.000000+00:00\", \"2019-05-06 12:09:07.000000+00:00\", \"2020-10-01 13:42:21.000000+00:00\", \"2021-06-29 03:19:21.000000+00:00\"], \"session_ids\": [\"925c2a7d-71d0-491c-8954-c914ecbb7e78\", \"9c2c9e0a-91e0-459c-967f-059b69a74c7c\", \"07e377b5-c05b-4e05-ba4b-228da0d59954\", \"17f811a5-9c50-424c-9078-ac3000e54a59\", \"84178549-6317-4474-9b52-10eef416edcb\"], \"total_duration\": 1054.0, \"total_sessions\": 5, \"mean_week_duration\": 6.506}, \"83154\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-09-04 20:06:11.000000+00:00\", \"2021-11-27 16:31:59.000000+00:00\", \"2022-10-11 17:39:28.000000+00:00\", \"2023-02-09 09:05:02.000000+00:00\", \"2022-10-22 17:19:31.000000+00:00\", \"2023-02-02 15:01:09.000000+00:00\", \"2023-03-04 08:36:14.000000+00:00\", \"2021-11-15 12:00:48.000000+00:00\"], \"session_ids\": [\"64e2af01-a23c-4242-bc8f-d4119bb5bcba\", \"759df6bf-a963-4fed-a50c-b651ec2f2ee0\", \"c63f176b-9271-4582-a00a-7a9903f30234\", \"bb814643-5251-4014-b056-d65363840f96\", \"ed8ceae1-1a39-4906-8526-50daa4bdda21\", \"b751d60f-2422-4b36-af0a-bfc3c8ee2c18\", \"23cee1b7-a416-46c5-9c9a-cc8b85861f89\", \"2f51722a-92e1-4d7a-be42-d84ed27a6b5c\"], \"total_duration\": 5565.0, \"total_sessions\": 8, \"mean_week_duration\": 71.346}, \"87886\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-01-30 15:36:29.000000+00:00\", \"2019-05-15 02:52:43.000000+00:00\", \"2019-01-11 15:51:02.000000+00:00\", \"2022-10-13 14:58:28.000000+00:00\", \"2022-06-20 07:12:46.000000+00:00\", \"2020-03-13 16:44:11.000000+00:00\"], \"session_ids\": [\"20a007dc-dc5b-4d58-8d45-8df5f37b3a84\", \"0a2f7cc3-2ffd-4390-89f2-768496cd06bd\", \"d46cd89f-df78-4b76-8c7a-83e989c270dd\", \"ab4f7b5c-1e92-4592-b06d-04bca8e3c405\", \"e677e2cf-e7d3-4d0e-8a18-1f6bdc39af4e\", \"9c449982-0430-4eda-8e6c-554812324a29\"], \"total_duration\": 5984.0, \"total_sessions\": 6, \"mean_week_duration\": 30.531}, \"28931\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-03-14 00:25:06.000000+00:00\", \"2019-06-13 15:29:56.000000+00:00\"], \"session_ids\": [\"e5b8b995-3035-4aaa-9a03-7fbb050db1ca\", \"c8e3fbf6-7be1-4282-8248-ad5205566954\"], \"total_duration\": 472.0, \"total_sessions\": 2, \"mean_week_duration\": 5.13}, \"70304\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-08-17 09:55:35.000000+00:00\", \"2020-10-21 09:58:34.000000+00:00\"], \"session_ids\": [\"52cd964a-7940-424a-a71d-ac7db354ef12\", \"4c52d888-aa69-45aa-84ee-61885e25e785\"], \"total_duration\": 221.0, \"total_sessions\": 2, \"mean_week_duration\": 5.14}, \"96733\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Paris\", \"datetimes\": [\"2019-03-28 07:47:06.000000+00:00\", \"2020-12-28 09:56:24.000000+00:00\"], \"session_ids\": [\"cc70cbb5-eb45-4017-ab36-a36a9b5f4273\", \"b4618503-f71a-4141-97d2-902a94852b25\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.543}, \"76707\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-06-27 10:57:36.000000+00:00\", \"2019-05-30 13:39:27.000000+00:00\"], \"session_ids\": [\"878b0099-b9e5-49e5-bd90-54808d6b8d5f\", \"3b355e84-7817-4a51-935e-343dd4291877\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 91.0}, \"34219\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-02-05 15:05:35.000000+00:00\", \"2022-03-28 00:23:06.000000+00:00\", \"2019-08-19 16:53:27.000000+00:00\", \"2022-04-06 17:00:08.000000+00:00\"], \"session_ids\": [\"9a481796-27d7-47b7-913b-dc8615dc52a9\", \"a8a5941f-fb98-4ed6-8248-b10064507dbd\", \"8afdfa57-b776-4dee-9550-9da9e1c6c976\", \"94187c1f-e609-4989-a79b-e27a57069515\"], \"total_duration\": 54.0, \"total_sessions\": 4, \"mean_week_duration\": 0.391}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are not Tokyo, Warsaw, Quito, Zurich, Beijing, Oslo, Toronto, Tegucigalpa"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Tokyo\", \"Warsaw\", \"Quito\", \"Zurich\", \"Beijing\", \"Oslo\", \"Toronto\", \"Tegucigalpa\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"43932\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-06-23 05:00:44.000000+00:00\", \"2021-01-18 20:20:47.000000+00:00\"], \"session_ids\": [\"80fe82a3-db93-45cd-9746-7a2d5f07e672\", \"9a4a2a97-3069-4bf9-aee7-2bd7e5b8fd34\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.197}, \"20136\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-02-25 04:37:53.000000+00:00\", \"2021-05-13 14:19:45.000000+00:00\", \"2022-11-28 07:18:46.000000+00:00\", \"2021-10-25 17:49:26.000000+00:00\", \"2019-03-30 19:50:03.000000+00:00\"], \"session_ids\": [\"9f9c3639-a0e0-4006-83b9-1c13734b9457\", \"444ce26e-4a0a-48b0-bf6b-8ee7ca7c3013\", \"61f41fd3-25df-40ff-8d5c-96e8aa01f48e\", \"8871e329-53a6-4453-b27a-519115ae69e8\", \"ff9bc413-b130-4e56-8d83-9cf88e892d2a\"], \"total_duration\": 60.0, \"total_sessions\": 5, \"mean_week_duration\": 0.294}, \"34617\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-05-08 04:39:34.000000+00:00\", \"2022-06-12 22:36:48.000000+00:00\", \"2019-05-06 12:09:07.000000+00:00\", \"2020-10-01 13:42:21.000000+00:00\", \"2021-06-29 03:19:21.000000+00:00\"], \"session_ids\": [\"925c2a7d-71d0-491c-8954-c914ecbb7e78\", \"9c2c9e0a-91e0-459c-967f-059b69a74c7c\", \"07e377b5-c05b-4e05-ba4b-228da0d59954\", \"17f811a5-9c50-424c-9078-ac3000e54a59\", \"84178549-6317-4474-9b52-10eef416edcb\"], \"total_duration\": 1054.0, \"total_sessions\": 5, \"mean_week_duration\": 6.506}, \"83154\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-09-04 20:06:11.000000+00:00\", \"2021-11-27 16:31:59.000000+00:00\", \"2022-10-11 17:39:28.000000+00:00\", \"2023-02-09 09:05:02.000000+00:00\", \"2022-10-22 17:19:31.000000+00:00\", \"2023-02-02 15:01:09.000000+00:00\", \"2023-03-04 08:36:14.000000+00:00\", \"2021-11-15 12:00:48.000000+00:00\"], \"session_ids\": [\"64e2af01-a23c-4242-bc8f-d4119bb5bcba\", \"759df6bf-a963-4fed-a50c-b651ec2f2ee0\", \"c63f176b-9271-4582-a00a-7a9903f30234\", \"bb814643-5251-4014-b056-d65363840f96\", \"ed8ceae1-1a39-4906-8526-50daa4bdda21\", \"b751d60f-2422-4b36-af0a-bfc3c8ee2c18\", \"23cee1b7-a416-46c5-9c9a-cc8b85861f89\", \"2f51722a-92e1-4d7a-be42-d84ed27a6b5c\"], \"total_duration\": 5565.0, \"total_sessions\": 8, \"mean_week_duration\": 71.346}, \"87886\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-01-30 15:36:29.000000+00:00\", \"2019-05-15 02:52:43.000000+00:00\", \"2019-01-11 15:51:02.000000+00:00\", \"2022-10-13 14:58:28.000000+00:00\", \"2022-06-20 07:12:46.000000+00:00\", \"2020-03-13 16:44:11.000000+00:00\"], \"session_ids\": [\"20a007dc-dc5b-4d58-8d45-8df5f37b3a84\", \"0a2f7cc3-2ffd-4390-89f2-768496cd06bd\", \"d46cd89f-df78-4b76-8c7a-83e989c270dd\", \"ab4f7b5c-1e92-4592-b06d-04bca8e3c405\", \"e677e2cf-e7d3-4d0e-8a18-1f6bdc39af4e\", \"9c449982-0430-4eda-8e6c-554812324a29\"], \"total_duration\": 5984.0, \"total_sessions\": 6, \"mean_week_duration\": 30.531}, \"96733\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Paris\", \"datetimes\": [\"2019-03-28 07:47:06.000000+00:00\", \"2020-12-28 09:56:24.000000+00:00\"], \"session_ids\": [\"cc70cbb5-eb45-4017-ab36-a36a9b5f4273\", \"b4618503-f71a-4141-97d2-902a94852b25\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.543}, \"76707\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-06-27 10:57:36.000000+00:00\", \"2019-05-30 13:39:27.000000+00:00\"], \"session_ids\": [\"878b0099-b9e5-49e5-bd90-54808d6b8d5f\", \"3b355e84-7817-4a51-935e-343dd4291877\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 91.0}, \"34219\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-02-05 15:05:35.000000+00:00\", \"2022-03-28 00:23:06.000000+00:00\", \"2019-08-19 16:53:27.000000+00:00\", \"2022-04-06 17:00:08.000000+00:00\"], \"session_ids\": [\"9a481796-27d7-47b7-913b-dc8615dc52a9\", \"a8a5941f-fb98-4ed6-8248-b10064507dbd\", \"8afdfa57-b776-4dee-9550-9da9e1c6c976\", \"94187c1f-e609-4989-a79b-e27a57069515\"], \"total_duration\": 54.0, \"total_sessions\": 4, \"mean_week_duration\": 0.391}}\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[{\"43932\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-06-23 05:00:44.000000+00:00\", \"2021-01-18 20:20:47.000000+00:00\"], \"session_ids\": [\"80fe82a3-db93-45cd-9746-7a2d5f07e672\", \"9a4a2a97-3069-4bf9-aee7-2bd7e5b8fd34\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.197}}, {\"20136\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-02-25 04:37:53.000000+00:00\", \"2021-05-13 14:19:45.000000+00:00\", \"2022-11-28 07:18:46.000000+00:00\", \"2021-10-25 17:49:26.000000+00:00\", \"2019-03-30 19:50:03.000000+00:00\"], \"session_ids\": [\"9f9c3639-a0e0-4006-83b9-1c13734b9457\", \"444ce26e-4a0a-48b0-bf6b-8ee7ca7c3013\", \"61f41fd3-25df-40ff-8d5c-96e8aa01f48e\", \"8871e329-53a6-4453-b27a-519115ae69e8\", \"ff9bc413-b130-4e56-8d83-9cf88e892d2a\"], \"total_duration\": 60.0, \"total_sessions\": 5, \"mean_week_duration\": 0.294}}, {\"34219\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-02-05 15:05:35.000000+00:00\", \"2022-03-28 00:23:06.000000+00:00\", \"2019-08-19 16:53:27.000000+00:00\", \"2022-04-06 17:00:08.000000+00:00\"], \"session_ids\": [\"9a481796-27d7-47b7-913b-dc8615dc52a9\", \"a8a5941f-fb98-4ed6-8248-b10064507dbd\", \"8afdfa57-b776-4dee-9550-9da9e1c6c976\", \"94187c1f-e609-4989-a79b-e27a57069515\"], \"total_duration\": 54.0, \"total_sessions\": 4, \"mean_week_duration\": 0.391}}, {\"96733\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Paris\", \"datetimes\": [\"2019-03-28 07:47:06.000000+00:00\", \"2020-12-28 09:56:24.000000+00:00\"], \"session_ids\": [\"cc70cbb5-eb45-4017-ab36-a36a9b5f4273\", \"b4618503-f71a-4141-97d2-902a94852b25\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.543}}, {\"34617\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-05-08 04:39:34.000000+00:00\", \"2022-06-12 22:36:48.000000+00:00\", \"2019-05-06 12:09:07.000000+00:00\", \"2020-10-01 13:42:21.000000+00:00\", \"2021-06-29 03:19:21.000000+00:00\"], \"session_ids\": [\"925c2a7d-71d0-491c-8954-c914ecbb7e78\", \"9c2c9e0a-91e0-459c-967f-059b69a74c7c\", \"07e377b5-c05b-4e05-ba4b-228da0d59954\", \"17f811a5-9c50-424c-9078-ac3000e54a59\", \"84178549-6317-4474-9b52-10eef416edcb\"], \"total_duration\": 1054.0, \"total_sessions\": 5, \"mean_week_duration\": 6.506}}, {\"87886\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-01-30 15:36:29.000000+00:00\", \"2019-05-15 02:52:43.000000+00:00\", \"2019-01-11 15:51:02.000000+00:00\", \"2022-10-13 14:58:28.000000+00:00\", \"2022-06-20 07:12:46.000000+00:00\", \"2020-03-13 16:44:11.000000+00:00\"], \"session_ids\": [\"20a007dc-dc5b-4d58-8d45-8df5f37b3a84\", \"0a2f7cc3-2ffd-4390-89f2-768496cd06bd\", \"d46cd89f-df78-4b76-8c7a-83e989c270dd\", \"ab4f7b5c-1e92-4592-b06d-04bca8e3c405\", \"e677e2cf-e7d3-4d0e-8a18-1f6bdc39af4e\", \"9c449982-0430-4eda-8e6c-554812324a29\"], \"total_duration\": 5984.0, \"total_sessions\": 6, \"mean_week_duration\": 30.531}}, {\"83154\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-09-04 20:06:11.000000+00:00\", \"2021-11-27 16:31:59.000000+00:00\", \"2022-10-11 17:39:28.000000+00:00\", \"2023-02-09 09:05:02.000000+00:00\", \"2022-10-22 17:19:31.000000+00:00\", \"2023-02-02 15:01:09.000000+00:00\", \"2023-03-04 08:36:14.000000+00:00\", \"2021-11-15 12:00:48.000000+00:00\"], \"session_ids\": [\"64e2af01-a23c-4242-bc8f-d4119bb5bcba\", \"759df6bf-a963-4fed-a50c-b651ec2f2ee0\", \"c63f176b-9271-4582-a00a-7a9903f30234\", \"bb814643-5251-4014-b056-d65363840f96\", \"ed8ceae1-1a39-4906-8526-50daa4bdda21\", \"b751d60f-2422-4b36-af0a-bfc3c8ee2c18\", \"23cee1b7-a416-46c5-9c9a-cc8b85861f89\", \"2f51722a-92e1-4d7a-be42-d84ed27a6b5c\"], \"total_duration\": 5565.0, \"total_sessions\": 8, \"mean_week_duration\": 71.346}}, {\"76707\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-06-27 10:57:36.000000+00:00\", \"2019-05-30 13:39:27.000000+00:00\"], \"session_ids\": [\"878b0099-b9e5-49e5-bd90-54808d6b8d5f\", \"3b355e84-7817-4a51-935e-343dd4291877\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 91.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 3 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"43932\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-06-23 05:00:44.000000+00:00\", \"2021-01-18 20:20:47.000000+00:00\"], \"session_ids\": [\"80fe82a3-db93-45cd-9746-7a2d5f07e672\", \"9a4a2a97-3069-4bf9-aee7-2bd7e5b8fd34\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.197}}, {\"20136\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-02-25 04:37:53.000000+00:00\", \"2021-05-13 14:19:45.000000+00:00\", \"2022-11-28 07:18:46.000000+00:00\", \"2021-10-25 17:49:26.000000+00:00\", \"2019-03-30 19:50:03.000000+00:00\"], \"session_ids\": [\"9f9c3639-a0e0-4006-83b9-1c13734b9457\", \"444ce26e-4a0a-48b0-bf6b-8ee7ca7c3013\", \"61f41fd3-25df-40ff-8d5c-96e8aa01f48e\", \"8871e329-53a6-4453-b27a-519115ae69e8\", \"ff9bc413-b130-4e56-8d83-9cf88e892d2a\"], \"total_duration\": 60.0, \"total_sessions\": 5, \"mean_week_duration\": 0.294}}, {\"34219\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-02-05 15:05:35.000000+00:00\", \"2022-03-28 00:23:06.000000+00:00\", \"2019-08-19 16:53:27.000000+00:00\", \"2022-04-06 17:00:08.000000+00:00\"], \"session_ids\": [\"9a481796-27d7-47b7-913b-dc8615dc52a9\", \"a8a5941f-fb98-4ed6-8248-b10064507dbd\", \"8afdfa57-b776-4dee-9550-9da9e1c6c976\", \"94187c1f-e609-4989-a79b-e27a57069515\"], \"total_duration\": 54.0, \"total_sessions\": 4, \"mean_week_duration\": 0.391}}]\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[{\"43932\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-06-23 05:00:44.000000+00:00\", \"2021-01-18 20:20:47.000000+00:00\"], \"session_ids\": [\"80fe82a3-db93-45cd-9746-7a2d5f07e672\", \"9a4a2a97-3069-4bf9-aee7-2bd7e5b8fd34\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.197}}, {\"20136\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-02-25 04:37:53.000000+00:00\", \"2021-05-13 14:19:45.000000+00:00\", \"2022-11-28 07:18:46.000000+00:00\", \"2021-10-25 17:49:26.000000+00:00\", \"2019-03-30 19:50:03.000000+00:00\"], \"session_ids\": [\"9f9c3639-a0e0-4006-83b9-1c13734b9457\", \"444ce26e-4a0a-48b0-bf6b-8ee7ca7c3013\", \"61f41fd3-25df-40ff-8d5c-96e8aa01f48e\", \"8871e329-53a6-4453-b27a-519115ae69e8\", \"ff9bc413-b130-4e56-8d83-9cf88e892d2a\"], \"total_duration\": 60.0, \"total_sessions\": 5, \"mean_week_duration\": 0.294}}, {\"34219\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-02-05 15:05:35.000000+00:00\", \"2022-03-28 00:23:06.000000+00:00\", \"2019-08-19 16:53:27.000000+00:00\", \"2022-04-06 17:00:08.000000+00:00\"], \"session_ids\": [\"9a481796-27d7-47b7-913b-dc8615dc52a9\", \"a8a5941f-fb98-4ed6-8248-b10064507dbd\", \"8afdfa57-b776-4dee-9550-9da9e1c6c976\", \"94187c1f-e609-4989-a79b-e27a57069515\"], \"total_duration\": 54.0, \"total_sessions\": 4, \"mean_week_duration\": 0.391}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about 2 users who aren't inhabitants of cities Cairo, Cape Town, Helsinki plus do sorting by total sessions from the largest value to the smallest value also keep only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"29254\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-07-12 20:45:01.000000+00:00\", \"2020-07-14 16:19:34.000000+00:00\", \"2021-09-05 15:30:10.000000+00:00\"], \"session_ids\": [\"3d18ce98-6d6c-44a3-a165-0e897cb1fabc\", \"f1365373-b7bd-4105-b1e5-24940c371adb\", \"9a8e8498-31d7-45d7-9663-a75ed6961325\"], \"total_duration\": 257.0, \"total_sessions\": 3, \"mean_week_duration\": 2.471}, \"80139\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2022-04-29 02:16:43.000000+00:00\", \"2019-04-18 04:03:50.000000+00:00\", \"2021-06-30 14:05:11.000000+00:00\", \"2020-03-09 06:29:50.000000+00:00\"], \"session_ids\": [\"9f8b7385-87a1-4d20-8d5c-add5619b8c2f\", \"7ed4b060-502b-4b10-9560-3653a86f4854\", \"66fd1404-c81f-4123-a1c3-cab228437fac\", \"d910dec5-443c-4758-84d3-a27573857dd0\"], \"total_duration\": 40.0, \"total_sessions\": 4, \"mean_week_duration\": 0.253}, \"28086\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-10-08 10:19:21.000000+00:00\", \"2020-04-06 04:34:03.000000+00:00\", \"2021-11-02 01:12:13.000000+00:00\", \"2021-10-25 16:30:50.000000+00:00\", \"2019-10-06 06:27:28.000000+00:00\", \"2021-12-04 08:34:06.000000+00:00\", \"2020-01-06 01:28:32.000000+00:00\", \"2019-10-31 11:53:46.000000+00:00\"], \"session_ids\": [\"1ae15c52-bde9-4924-837e-341163af0fda\", \"e8c60b5f-f40d-414d-8a97-ed1ef8fea92c\", \"87e93ae3-f676-4ad7-a567-ad0028ee8ec0\", \"b7241d65-ad5a-4324-8df4-5cd0d9d0940e\", \"73d5e1d5-ff68-4216-9272-3db3795969ec\", \"e1c1edfb-7d52-42e4-aff9-77a8583d6466\", \"74efeb0e-8ac1-44cb-96ab-b733c2ed7264\", \"0861a72c-e9f5-4ff8-b010-6985320e8fc4\"], \"total_duration\": 2395.0, \"total_sessions\": 8, \"mean_week_duration\": 21.195}, \"74160\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-11-13 14:57:33.000000+00:00\", \"2022-03-25 22:50:23.000000+00:00\", \"2021-03-06 13:44:24.000000+00:00\", \"2020-01-17 21:47:46.000000+00:00\"], \"session_ids\": [\"21977f43-5081-43c6-ab54-9f7571f7109d\", \"c317fb4d-cdab-4328-b7a0-2449302fb71a\", \"a2fea315-bdda-445e-8c94-af4c57bd8b2a\", \"3fc465bf-2d7a-4048-93c9-839ce835fcd9\"], \"total_duration\": 1135.0, \"total_sessions\": 4, \"mean_week_duration\": 9.956}, \"93208\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-02-20 13:35:31.000000+00:00\", \"2022-04-06 17:02:11.000000+00:00\"], \"session_ids\": [\"8129ea28-22cd-4059-a866-ca1ba32fc6aa\", \"9277c3db-06b9-4b2a-996d-b7c7e50df6e0\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.254}, \"56787\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-05-18 20:27:45.000000+00:00\", \"2022-02-15 17:42:29.000000+00:00\", \"2019-10-16 14:49:51.000000+00:00\", \"2019-01-31 04:06:29.000000+00:00\"], \"session_ids\": [\"87cd0e24-9835-4306-84ca-c29b2e4f9874\", \"1c19ac5b-ead0-4107-bf5b-c136260c83a0\", \"b3074ff8-5d6a-4c94-af12-67054e1288f0\", \"922f3e28-e9dc-4f40-af3e-23ca88e9d1dc\"], \"total_duration\": 236.0, \"total_sessions\": 4, \"mean_week_duration\": 1.484}, \"78686\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-02-05 15:32:43.000000+00:00\", \"2019-11-04 16:40:43.000000+00:00\"], \"session_ids\": [\"79607dc9-32a7-4b96-8abb-a98a3f8196e0\", \"6eb5eea2-f6ac-462d-8f59-6e9d9178579f\"], \"total_duration\": 345.0, \"total_sessions\": 2, \"mean_week_duration\": 24.643}, \"54933\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-12-19 19:42:25.000000+00:00\", \"2021-04-22 08:39:56.000000+00:00\"], \"session_ids\": [\"08ae177c-4e04-4d5a-a405-e02f314920f9\", \"aafbc160-176e-4b10-9ee0-7b89a3238993\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 14.0}, \"93829\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-06-26 21:27:56.000000+00:00\", \"2019-12-04 22:39:21.000000+00:00\"], \"session_ids\": [\"3201f711-358d-4a77-9c35-5e4baee5a098\", \"011bafbf-96ed-4f21-a1a3-74d8374e803a\"], \"total_duration\": 123.0, \"total_sessions\": 2, \"mean_week_duration\": 1.5}, \"12940\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-11-11 02:06:06.000000+00:00\", \"2022-07-07 10:50:54.000000+00:00\", \"2019-12-27 03:05:31.000000+00:00\", \"2019-08-06 12:51:24.000000+00:00\", \"2020-07-13 12:15:58.000000+00:00\", \"2021-12-11 07:17:43.000000+00:00\", \"2020-05-12 14:23:48.000000+00:00\"], \"session_ids\": [\"73c53874-b979-4e1d-b192-990b6e8ba72c\", \"01b1d6b2-ff76-4570-a815-b37e884dcef7\", \"51455eb8-c3d6-44a4-8192-2ff586864938\", \"dbbfd1aa-15e4-4b1d-af57-7dfd0b1e0a00\", \"c84e1865-dede-4039-a4af-38cbcb13a8cc\", \"7574987b-5ab2-4ce8-b46b-846a8872edfa\", \"6fd4611d-870e-4b22-a24a-058997eef0d5\"], \"total_duration\": 2662.0, \"total_sessions\": 7, \"mean_week_duration\": 17.399}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are not Cairo, Cape Town, Helsinki"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Cairo\", \"Cape Town\", \"Helsinki\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"29254\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-07-12 20:45:01.000000+00:00\", \"2020-07-14 16:19:34.000000+00:00\", \"2021-09-05 15:30:10.000000+00:00\"], \"session_ids\": [\"3d18ce98-6d6c-44a3-a165-0e897cb1fabc\", \"f1365373-b7bd-4105-b1e5-24940c371adb\", \"9a8e8498-31d7-45d7-9663-a75ed6961325\"], \"total_duration\": 257.0, \"total_sessions\": 3, \"mean_week_duration\": 2.471}, \"80139\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2022-04-29 02:16:43.000000+00:00\", \"2019-04-18 04:03:50.000000+00:00\", \"2021-06-30 14:05:11.000000+00:00\", \"2020-03-09 06:29:50.000000+00:00\"], \"session_ids\": [\"9f8b7385-87a1-4d20-8d5c-add5619b8c2f\", \"7ed4b060-502b-4b10-9560-3653a86f4854\", \"66fd1404-c81f-4123-a1c3-cab228437fac\", \"d910dec5-443c-4758-84d3-a27573857dd0\"], \"total_duration\": 40.0, \"total_sessions\": 4, \"mean_week_duration\": 0.253}, \"28086\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-10-08 10:19:21.000000+00:00\", \"2020-04-06 04:34:03.000000+00:00\", \"2021-11-02 01:12:13.000000+00:00\", \"2021-10-25 16:30:50.000000+00:00\", \"2019-10-06 06:27:28.000000+00:00\", \"2021-12-04 08:34:06.000000+00:00\", \"2020-01-06 01:28:32.000000+00:00\", \"2019-10-31 11:53:46.000000+00:00\"], \"session_ids\": [\"1ae15c52-bde9-4924-837e-341163af0fda\", \"e8c60b5f-f40d-414d-8a97-ed1ef8fea92c\", \"87e93ae3-f676-4ad7-a567-ad0028ee8ec0\", \"b7241d65-ad5a-4324-8df4-5cd0d9d0940e\", \"73d5e1d5-ff68-4216-9272-3db3795969ec\", \"e1c1edfb-7d52-42e4-aff9-77a8583d6466\", \"74efeb0e-8ac1-44cb-96ab-b733c2ed7264\", \"0861a72c-e9f5-4ff8-b010-6985320e8fc4\"], \"total_duration\": 2395.0, \"total_sessions\": 8, \"mean_week_duration\": 21.195}, \"74160\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-11-13 14:57:33.000000+00:00\", \"2022-03-25 22:50:23.000000+00:00\", \"2021-03-06 13:44:24.000000+00:00\", \"2020-01-17 21:47:46.000000+00:00\"], \"session_ids\": [\"21977f43-5081-43c6-ab54-9f7571f7109d\", \"c317fb4d-cdab-4328-b7a0-2449302fb71a\", \"a2fea315-bdda-445e-8c94-af4c57bd8b2a\", \"3fc465bf-2d7a-4048-93c9-839ce835fcd9\"], \"total_duration\": 1135.0, \"total_sessions\": 4, \"mean_week_duration\": 9.956}, \"93208\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-02-20 13:35:31.000000+00:00\", \"2022-04-06 17:02:11.000000+00:00\"], \"session_ids\": [\"8129ea28-22cd-4059-a866-ca1ba32fc6aa\", \"9277c3db-06b9-4b2a-996d-b7c7e50df6e0\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.254}, \"56787\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-05-18 20:27:45.000000+00:00\", \"2022-02-15 17:42:29.000000+00:00\", \"2019-10-16 14:49:51.000000+00:00\", \"2019-01-31 04:06:29.000000+00:00\"], \"session_ids\": [\"87cd0e24-9835-4306-84ca-c29b2e4f9874\", \"1c19ac5b-ead0-4107-bf5b-c136260c83a0\", \"b3074ff8-5d6a-4c94-af12-67054e1288f0\", \"922f3e28-e9dc-4f40-af3e-23ca88e9d1dc\"], \"total_duration\": 236.0, \"total_sessions\": 4, \"mean_week_duration\": 1.484}, \"78686\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-02-05 15:32:43.000000+00:00\", \"2019-11-04 16:40:43.000000+00:00\"], \"session_ids\": [\"79607dc9-32a7-4b96-8abb-a98a3f8196e0\", \"6eb5eea2-f6ac-462d-8f59-6e9d9178579f\"], \"total_duration\": 345.0, \"total_sessions\": 2, \"mean_week_duration\": 24.643}, \"54933\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-12-19 19:42:25.000000+00:00\", \"2021-04-22 08:39:56.000000+00:00\"], \"session_ids\": [\"08ae177c-4e04-4d5a-a405-e02f314920f9\", \"aafbc160-176e-4b10-9ee0-7b89a3238993\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 14.0}, \"93829\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-06-26 21:27:56.000000+00:00\", \"2019-12-04 22:39:21.000000+00:00\"], \"session_ids\": [\"3201f711-358d-4a77-9c35-5e4baee5a098\", \"011bafbf-96ed-4f21-a1a3-74d8374e803a\"], \"total_duration\": 123.0, \"total_sessions\": 2, \"mean_week_duration\": 1.5}, \"12940\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-11-11 02:06:06.000000+00:00\", \"2022-07-07 10:50:54.000000+00:00\", \"2019-12-27 03:05:31.000000+00:00\", \"2019-08-06 12:51:24.000000+00:00\", \"2020-07-13 12:15:58.000000+00:00\", \"2021-12-11 07:17:43.000000+00:00\", \"2020-05-12 14:23:48.000000+00:00\"], \"session_ids\": [\"73c53874-b979-4e1d-b192-990b6e8ba72c\", \"01b1d6b2-ff76-4570-a815-b37e884dcef7\", \"51455eb8-c3d6-44a4-8192-2ff586864938\", \"dbbfd1aa-15e4-4b1d-af57-7dfd0b1e0a00\", \"c84e1865-dede-4039-a4af-38cbcb13a8cc\", \"7574987b-5ab2-4ce8-b46b-846a8872edfa\", \"6fd4611d-870e-4b22-a24a-058997eef0d5\"], \"total_duration\": 2662.0, \"total_sessions\": 7, \"mean_week_duration\": 17.399}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"28086\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-10-08 10:19:21.000000+00:00\", \"2020-04-06 04:34:03.000000+00:00\", \"2021-11-02 01:12:13.000000+00:00\", \"2021-10-25 16:30:50.000000+00:00\", \"2019-10-06 06:27:28.000000+00:00\", \"2021-12-04 08:34:06.000000+00:00\", \"2020-01-06 01:28:32.000000+00:00\", \"2019-10-31 11:53:46.000000+00:00\"], \"session_ids\": [\"1ae15c52-bde9-4924-837e-341163af0fda\", \"e8c60b5f-f40d-414d-8a97-ed1ef8fea92c\", \"87e93ae3-f676-4ad7-a567-ad0028ee8ec0\", \"b7241d65-ad5a-4324-8df4-5cd0d9d0940e\", \"73d5e1d5-ff68-4216-9272-3db3795969ec\", \"e1c1edfb-7d52-42e4-aff9-77a8583d6466\", \"74efeb0e-8ac1-44cb-96ab-b733c2ed7264\", \"0861a72c-e9f5-4ff8-b010-6985320e8fc4\"], \"total_duration\": 2395.0, \"total_sessions\": 8, \"mean_week_duration\": 21.195}}, {\"12940\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-11-11 02:06:06.000000+00:00\", \"2022-07-07 10:50:54.000000+00:00\", \"2019-12-27 03:05:31.000000+00:00\", \"2019-08-06 12:51:24.000000+00:00\", \"2020-07-13 12:15:58.000000+00:00\", \"2021-12-11 07:17:43.000000+00:00\", \"2020-05-12 14:23:48.000000+00:00\"], \"session_ids\": [\"73c53874-b979-4e1d-b192-990b6e8ba72c\", \"01b1d6b2-ff76-4570-a815-b37e884dcef7\", \"51455eb8-c3d6-44a4-8192-2ff586864938\", \"dbbfd1aa-15e4-4b1d-af57-7dfd0b1e0a00\", \"c84e1865-dede-4039-a4af-38cbcb13a8cc\", \"7574987b-5ab2-4ce8-b46b-846a8872edfa\", \"6fd4611d-870e-4b22-a24a-058997eef0d5\"], \"total_duration\": 2662.0, \"total_sessions\": 7, \"mean_week_duration\": 17.399}}, {\"80139\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2022-04-29 02:16:43.000000+00:00\", \"2019-04-18 04:03:50.000000+00:00\", \"2021-06-30 14:05:11.000000+00:00\", \"2020-03-09 06:29:50.000000+00:00\"], \"session_ids\": [\"9f8b7385-87a1-4d20-8d5c-add5619b8c2f\", \"7ed4b060-502b-4b10-9560-3653a86f4854\", \"66fd1404-c81f-4123-a1c3-cab228437fac\", \"d910dec5-443c-4758-84d3-a27573857dd0\"], \"total_duration\": 40.0, \"total_sessions\": 4, \"mean_week_duration\": 0.253}}, {\"74160\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-11-13 14:57:33.000000+00:00\", \"2022-03-25 22:50:23.000000+00:00\", \"2021-03-06 13:44:24.000000+00:00\", \"2020-01-17 21:47:46.000000+00:00\"], \"session_ids\": [\"21977f43-5081-43c6-ab54-9f7571f7109d\", \"c317fb4d-cdab-4328-b7a0-2449302fb71a\", \"a2fea315-bdda-445e-8c94-af4c57bd8b2a\", \"3fc465bf-2d7a-4048-93c9-839ce835fcd9\"], \"total_duration\": 1135.0, \"total_sessions\": 4, \"mean_week_duration\": 9.956}}, {\"56787\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-05-18 20:27:45.000000+00:00\", \"2022-02-15 17:42:29.000000+00:00\", \"2019-10-16 14:49:51.000000+00:00\", \"2019-01-31 04:06:29.000000+00:00\"], \"session_ids\": [\"87cd0e24-9835-4306-84ca-c29b2e4f9874\", \"1c19ac5b-ead0-4107-bf5b-c136260c83a0\", \"b3074ff8-5d6a-4c94-af12-67054e1288f0\", \"922f3e28-e9dc-4f40-af3e-23ca88e9d1dc\"], \"total_duration\": 236.0, \"total_sessions\": 4, \"mean_week_duration\": 1.484}}, {\"29254\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-07-12 20:45:01.000000+00:00\", \"2020-07-14 16:19:34.000000+00:00\", \"2021-09-05 15:30:10.000000+00:00\"], \"session_ids\": [\"3d18ce98-6d6c-44a3-a165-0e897cb1fabc\", \"f1365373-b7bd-4105-b1e5-24940c371adb\", \"9a8e8498-31d7-45d7-9663-a75ed6961325\"], \"total_duration\": 257.0, \"total_sessions\": 3, \"mean_week_duration\": 2.471}}, {\"93208\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-02-20 13:35:31.000000+00:00\", \"2022-04-06 17:02:11.000000+00:00\"], \"session_ids\": [\"8129ea28-22cd-4059-a866-ca1ba32fc6aa\", \"9277c3db-06b9-4b2a-996d-b7c7e50df6e0\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.254}}, {\"78686\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-02-05 15:32:43.000000+00:00\", \"2019-11-04 16:40:43.000000+00:00\"], \"session_ids\": [\"79607dc9-32a7-4b96-8abb-a98a3f8196e0\", \"6eb5eea2-f6ac-462d-8f59-6e9d9178579f\"], \"total_duration\": 345.0, \"total_sessions\": 2, \"mean_week_duration\": 24.643}}, {\"54933\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-12-19 19:42:25.000000+00:00\", \"2021-04-22 08:39:56.000000+00:00\"], \"session_ids\": [\"08ae177c-4e04-4d5a-a405-e02f314920f9\", \"aafbc160-176e-4b10-9ee0-7b89a3238993\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 14.0}}, {\"93829\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-06-26 21:27:56.000000+00:00\", \"2019-12-04 22:39:21.000000+00:00\"], \"session_ids\": [\"3201f711-358d-4a77-9c35-5e4baee5a098\", \"011bafbf-96ed-4f21-a1a3-74d8374e803a\"], \"total_duration\": 123.0, \"total_sessions\": 2, \"mean_week_duration\": 1.5}}]\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[{\"28086\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-10-08 10:19:21.000000+00:00\", \"2020-04-06 04:34:03.000000+00:00\", \"2021-11-02 01:12:13.000000+00:00\", \"2021-10-25 16:30:50.000000+00:00\", \"2019-10-06 06:27:28.000000+00:00\", \"2021-12-04 08:34:06.000000+00:00\", \"2020-01-06 01:28:32.000000+00:00\", \"2019-10-31 11:53:46.000000+00:00\"], \"session_ids\": [\"1ae15c52-bde9-4924-837e-341163af0fda\", \"e8c60b5f-f40d-414d-8a97-ed1ef8fea92c\", \"87e93ae3-f676-4ad7-a567-ad0028ee8ec0\", \"b7241d65-ad5a-4324-8df4-5cd0d9d0940e\", \"73d5e1d5-ff68-4216-9272-3db3795969ec\", \"e1c1edfb-7d52-42e4-aff9-77a8583d6466\", \"74efeb0e-8ac1-44cb-96ab-b733c2ed7264\", \"0861a72c-e9f5-4ff8-b010-6985320e8fc4\"], \"total_duration\": 2395.0, \"total_sessions\": 8, \"mean_week_duration\": 21.195}}, {\"12940\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-11-11 02:06:06.000000+00:00\", \"2022-07-07 10:50:54.000000+00:00\", \"2019-12-27 03:05:31.000000+00:00\", \"2019-08-06 12:51:24.000000+00:00\", \"2020-07-13 12:15:58.000000+00:00\", \"2021-12-11 07:17:43.000000+00:00\", \"2020-05-12 14:23:48.000000+00:00\"], \"session_ids\": [\"73c53874-b979-4e1d-b192-990b6e8ba72c\", \"01b1d6b2-ff76-4570-a815-b37e884dcef7\", \"51455eb8-c3d6-44a4-8192-2ff586864938\", \"dbbfd1aa-15e4-4b1d-af57-7dfd0b1e0a00\", \"c84e1865-dede-4039-a4af-38cbcb13a8cc\", \"7574987b-5ab2-4ce8-b46b-846a8872edfa\", \"6fd4611d-870e-4b22-a24a-058997eef0d5\"], \"total_duration\": 2662.0, \"total_sessions\": 7, \"mean_week_duration\": 17.399}}, {\"80139\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2022-04-29 02:16:43.000000+00:00\", \"2019-04-18 04:03:50.000000+00:00\", \"2021-06-30 14:05:11.000000+00:00\", \"2020-03-09 06:29:50.000000+00:00\"], \"session_ids\": [\"9f8b7385-87a1-4d20-8d5c-add5619b8c2f\", \"7ed4b060-502b-4b10-9560-3653a86f4854\", \"66fd1404-c81f-4123-a1c3-cab228437fac\", \"d910dec5-443c-4758-84d3-a27573857dd0\"], \"total_duration\": 40.0, \"total_sessions\": 4, \"mean_week_duration\": 0.253}}]\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[{\"28086\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-10-08 10:19:21.000000+00:00\", \"2020-04-06 04:34:03.000000+00:00\", \"2021-11-02 01:12:13.000000+00:00\", \"2021-10-25 16:30:50.000000+00:00\", \"2019-10-06 06:27:28.000000+00:00\", \"2021-12-04 08:34:06.000000+00:00\", \"2020-01-06 01:28:32.000000+00:00\", \"2019-10-31 11:53:46.000000+00:00\"], \"session_ids\": [\"1ae15c52-bde9-4924-837e-341163af0fda\", \"e8c60b5f-f40d-414d-8a97-ed1ef8fea92c\", \"87e93ae3-f676-4ad7-a567-ad0028ee8ec0\", \"b7241d65-ad5a-4324-8df4-5cd0d9d0940e\", \"73d5e1d5-ff68-4216-9272-3db3795969ec\", \"e1c1edfb-7d52-42e4-aff9-77a8583d6466\", \"74efeb0e-8ac1-44cb-96ab-b733c2ed7264\", \"0861a72c-e9f5-4ff8-b010-6985320e8fc4\"], \"total_duration\": 2395.0, \"total_sessions\": 8, \"mean_week_duration\": 21.195}}, {\"12940\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-11-11 02:06:06.000000+00:00\", \"2022-07-07 10:50:54.000000+00:00\", \"2019-12-27 03:05:31.000000+00:00\", \"2019-08-06 12:51:24.000000+00:00\", \"2020-07-13 12:15:58.000000+00:00\", \"2021-12-11 07:17:43.000000+00:00\", \"2020-05-12 14:23:48.000000+00:00\"], \"session_ids\": [\"73c53874-b979-4e1d-b192-990b6e8ba72c\", \"01b1d6b2-ff76-4570-a815-b37e884dcef7\", \"51455eb8-c3d6-44a4-8192-2ff586864938\", \"dbbfd1aa-15e4-4b1d-af57-7dfd0b1e0a00\", \"c84e1865-dede-4039-a4af-38cbcb13a8cc\", \"7574987b-5ab2-4ce8-b46b-846a8872edfa\", \"6fd4611d-870e-4b22-a24a-058997eef0d5\"], \"total_duration\": 2662.0, \"total_sessions\": 7, \"mean_week_duration\": 17.399}}, {\"80139\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2022-04-29 02:16:43.000000+00:00\", \"2019-04-18 04:03:50.000000+00:00\", \"2021-06-30 14:05:11.000000+00:00\", \"2020-03-09 06:29:50.000000+00:00\"], \"session_ids\": [\"9f8b7385-87a1-4d20-8d5c-add5619b8c2f\", \"7ed4b060-502b-4b10-9560-3653a86f4854\", \"66fd1404-c81f-4123-a1c3-cab228437fac\", \"d910dec5-443c-4758-84d3-a27573857dd0\"], \"total_duration\": 40.0, \"total_sessions\": 4, \"mean_week_duration\": 0.253}}]\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 users who have site usage time greater than 1420 and less than 3547 (not including) and in addition carry out sorting by average week duration desc additionaly remain only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"70073\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-02-01 19:03:49.000000+00:00\", \"2020-02-29 12:10:23.000000+00:00\", \"2021-11-11 15:11:55.000000+00:00\", \"2022-01-12 08:51:54.000000+00:00\", \"2023-04-12 19:56:32.000000+00:00\", \"2021-02-18 11:18:44.000000+00:00\", \"2021-12-29 10:49:47.000000+00:00\"], \"session_ids\": [\"28099787-2c98-4aab-ac14-7dfb2fc5532f\", \"baf76b6a-2bd2-4a3f-97d5-4d8010b7c634\", \"9f6f12a0-9a67-4c4f-b893-64f3e5e657e7\", \"ed7b1535-4154-4794-a3d2-7a35be135303\", \"2b76217f-e463-4d7f-a5c0-658cb4e6ee96\", \"b1614f69-e321-4559-a199-b7fc762a0a45\", \"ec805529-18c4-4dbf-98d3-b73bfa43d90d\"], \"total_duration\": 3036.0, \"total_sessions\": 7, \"mean_week_duration\": 18.626}, \"45229\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"New York City\", \"datetimes\": [\"2021-04-18 02:29:51.000000+00:00\", \"2022-12-30 12:21:45.000000+00:00\"], \"session_ids\": [\"e8906147-bc47-4a47-9a36-5c9e537ed230\", \"3eaa5841-31d8-4acb-8f2b-19e1ac097d3f\"], \"total_duration\": 220.0, \"total_sessions\": 2, \"mean_week_duration\": 2.472}, \"94272\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-01-11 03:47:42.000000+00:00\", \"2019-03-04 22:03:54.000000+00:00\", \"2021-04-02 01:52:36.000000+00:00\", \"2021-06-24 20:43:43.000000+00:00\", \"2021-07-13 08:42:02.000000+00:00\", \"2020-06-03 00:48:14.000000+00:00\", \"2020-10-28 11:27:53.000000+00:00\", \"2019-01-03 12:43:58.000000+00:00\", \"2022-03-08 08:42:32.000000+00:00\"], \"session_ids\": [\"259a2e48-fe6a-43de-bc9a-969c20f36b8d\", \"3a4480d2-8656-4938-a3cf-fc1bb31f058f\", \"d1b45ca7-5535-464f-a27f-f0925ed7e35a\", \"64b9e198-aede-49d6-be58-846f5fd7dad2\", \"1751312e-9478-4325-867d-f5e0a6d49e2b\", \"f1316804-3725-43d1-bf70-e01518301a3a\", \"e054f605-ffb4-4e4d-bfef-5c47a0282900\", \"5fe55649-3d3b-4bef-bfad-a6003ad80e10\", \"05535269-25ae-4859-915f-837b8e141919\"], \"total_duration\": 838.0, \"total_sessions\": 9, \"mean_week_duration\": 5.048}, \"41810\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-09-28 14:08:38.000000+00:00\", \"2019-06-11 00:06:41.000000+00:00\", \"2021-08-22 09:15:32.000000+00:00\", \"2020-12-01 04:03:28.000000+00:00\"], \"session_ids\": [\"aea05a2d-041c-4f2e-b8d3-3e99be113a32\", \"1f5916ab-1bb6-4e68-bdea-640de93c215b\", \"5abee2a5-9ada-47dd-92be-5cf04a36e216\", \"8b2a169a-533d-4613-889d-95e2bdf971ab\"], \"total_duration\": 351.0, \"total_sessions\": 4, \"mean_week_duration\": 2.029}, \"95529\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-07-18 16:42:09.000000+00:00\", \"2022-03-15 13:05:26.000000+00:00\", \"2021-04-10 04:57:57.000000+00:00\", \"2019-01-29 21:30:48.000000+00:00\", \"2023-05-27 14:31:21.000000+00:00\"], \"session_ids\": [\"1e9395c1-037e-453d-a01c-3ed6c6bd7557\", \"7da8fb17-3dc7-41ce-8b9e-96068e37adc8\", \"26d61e4c-97db-49c9-bd0c-4dbf56dc7ba5\", \"07152c2e-fb01-4be1-999d-0a333aa9aa4d\", \"9696c875-c2d3-4474-8962-105fdfe6cf0f\"], \"total_duration\": 194.0, \"total_sessions\": 5, \"mean_week_duration\": 0.858}, \"5843\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-01-01 21:51:54.000000+00:00\", \"2021-01-20 20:55:18.000000+00:00\", \"2019-04-13 08:52:02.000000+00:00\", \"2023-01-13 02:09:31.000000+00:00\", \"2020-12-01 09:32:55.000000+00:00\", \"2021-11-15 19:05:31.000000+00:00\", \"2021-10-25 14:43:23.000000+00:00\"], \"session_ids\": [\"5e051184-afcc-403b-8aab-69228b35627f\", \"5585222f-93f3-4340-a5a4-59796bb4ba23\", \"08d3dcb3-c3fd-43f5-8d44-f2aedb8780a5\", \"6a144bf5-9633-42cb-8ace-f4a45a48e5bc\", \"40fc15b5-b397-4903-9b33-e997d4de7c13\", \"f382099e-216a-4f67-b907-570c52f2949d\", \"6d238986-1ce5-474e-8fc4-24c88b42002d\"], \"total_duration\": 5393.0, \"total_sessions\": 7, \"mean_week_duration\": 27.515}, \"62787\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-02-23 03:15:45.000000+00:00\", \"2021-06-17 10:55:12.000000+00:00\"], \"session_ids\": [\"d11fcaf6-92f6-4f4d-8e43-3413acb7b83c\", \"1dc18251-aa17-4334-aa6a-aa43121c2174\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.694}, \"74861\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-02-22 10:24:44.000000+00:00\", \"2021-05-29 15:15:20.000000+00:00\", \"2019-03-31 11:39:30.000000+00:00\", \"2019-01-31 07:10:44.000000+00:00\", \"2021-10-14 01:20:23.000000+00:00\", \"2021-04-04 06:04:19.000000+00:00\", \"2020-05-22 08:09:46.000000+00:00\", \"2021-02-15 08:50:00.000000+00:00\", \"2020-06-26 09:29:14.000000+00:00\", \"2019-01-11 17:34:10.000000+00:00\", \"2021-10-01 21:46:09.000000+00:00\"], \"session_ids\": [\"dfc1766f-dd85-4fb7-9eb4-df2ec79754da\", \"ac952e11-5d94-4994-bcba-c2974c4e6dff\", \"5df10779-111d-4669-aa71-48b16cbcab28\", \"f5c90d0e-4d69-4fe6-a29b-2680ef49a580\", \"e2c17911-e45a-44c3-8f39-89127bfd867f\", \"54efb55f-a5dc-45e0-89ad-2539a21900db\", \"921cd104-85ff-4481-95cc-53c02f3e17e9\", \"cb43edaa-60f8-4248-9d5b-a66280ea836a\", \"34cb814c-40fc-430a-907e-20ed7d7cb000\", \"d724ef21-f5c3-4eb6-a176-a90382483459\", \"c2c7e4b0-236a-48c6-a3f8-a7e392a24d7f\"], \"total_duration\": 15540.0, \"total_sessions\": 11, \"mean_week_duration\": 72.279}, \"28725\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-02-11 15:15:45.000000+00:00\", \"2020-11-28 02:02:35.000000+00:00\", \"2019-07-18 15:51:29.000000+00:00\", \"2019-04-03 00:01:15.000000+00:00\", \"2022-04-15 08:15:59.000000+00:00\", \"2021-11-17 12:40:42.000000+00:00\", \"2021-07-07 09:03:20.000000+00:00\", \"2022-05-07 05:35:05.000000+00:00\", \"2020-05-02 18:20:05.000000+00:00\"], \"session_ids\": [\"aa93ea91-c1e8-45b4-83b0-a96692514018\", \"66b78a83-22de-484e-b296-be05eeee9c3b\", \"0d43ef35-a363-4d34-84aa-832bc9178428\", \"586b7315-b1b4-4c3b-86f0-1fd3075570a6\", \"29b75449-a770-485a-8fc9-55499a7307df\", \"ae479dd0-8b4a-4f58-a515-a01272b1c274\", \"91249f9e-5fd8-41de-ac86-fcbc9bdf4be8\", \"02485a6a-60b7-4742-bdab-51a3863b35f7\", \"d5bf25eb-1e4a-47b9-9633-d16bc49c15f1\"], \"total_duration\": 16829.0, \"total_sessions\": 9, \"mean_week_duration\": 103.883}, \"54324\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-26 10:04:19.000000+00:00\", \"2019-04-06 21:30:35.000000+00:00\"], \"session_ids\": [\"6f9fa68a-fbc7-4854-a625-eb9b78fdf1b1\", \"5fb8bb91-5589-42a4-bca1-8a552bb87803\"], \"total_duration\": 401.0, \"total_sessions\": 2, \"mean_week_duration\": 2.318}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or greater than 1420 and are less than 3547"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_duration\": [[1420, 3547]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"70073\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-02-01 19:03:49.000000+00:00\", \"2020-02-29 12:10:23.000000+00:00\", \"2021-11-11 15:11:55.000000+00:00\", \"2022-01-12 08:51:54.000000+00:00\", \"2023-04-12 19:56:32.000000+00:00\", \"2021-02-18 11:18:44.000000+00:00\", \"2021-12-29 10:49:47.000000+00:00\"], \"session_ids\": [\"28099787-2c98-4aab-ac14-7dfb2fc5532f\", \"baf76b6a-2bd2-4a3f-97d5-4d8010b7c634\", \"9f6f12a0-9a67-4c4f-b893-64f3e5e657e7\", \"ed7b1535-4154-4794-a3d2-7a35be135303\", \"2b76217f-e463-4d7f-a5c0-658cb4e6ee96\", \"b1614f69-e321-4559-a199-b7fc762a0a45\", \"ec805529-18c4-4dbf-98d3-b73bfa43d90d\"], \"total_duration\": 3036.0, \"total_sessions\": 7, \"mean_week_duration\": 18.626}}\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[{\"70073\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-02-01 19:03:49.000000+00:00\", \"2020-02-29 12:10:23.000000+00:00\", \"2021-11-11 15:11:55.000000+00:00\", \"2022-01-12 08:51:54.000000+00:00\", \"2023-04-12 19:56:32.000000+00:00\", \"2021-02-18 11:18:44.000000+00:00\", \"2021-12-29 10:49:47.000000+00:00\"], \"session_ids\": [\"28099787-2c98-4aab-ac14-7dfb2fc5532f\", \"baf76b6a-2bd2-4a3f-97d5-4d8010b7c634\", \"9f6f12a0-9a67-4c4f-b893-64f3e5e657e7\", \"ed7b1535-4154-4794-a3d2-7a35be135303\", \"2b76217f-e463-4d7f-a5c0-658cb4e6ee96\", \"b1614f69-e321-4559-a199-b7fc762a0a45\", \"ec805529-18c4-4dbf-98d3-b73bfa43d90d\"], \"total_duration\": 3036.0, \"total_sessions\": 7, \"mean_week_duration\": 18.626}}]\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[{\"70073\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-02-01 19:03:49.000000+00:00\", \"2020-02-29 12:10:23.000000+00:00\", \"2021-11-11 15:11:55.000000+00:00\", \"2022-01-12 08:51:54.000000+00:00\", \"2023-04-12 19:56:32.000000+00:00\", \"2021-02-18 11:18:44.000000+00:00\", \"2021-12-29 10:49:47.000000+00:00\"], \"session_ids\": [\"28099787-2c98-4aab-ac14-7dfb2fc5532f\", \"baf76b6a-2bd2-4a3f-97d5-4d8010b7c634\", \"9f6f12a0-9a67-4c4f-b893-64f3e5e657e7\", \"ed7b1535-4154-4794-a3d2-7a35be135303\", \"2b76217f-e463-4d7f-a5c0-658cb4e6ee96\", \"b1614f69-e321-4559-a199-b7fc762a0a45\", \"ec805529-18c4-4dbf-98d3-b73bfa43d90d\"], \"total_duration\": 3036.0, \"total_sessions\": 7, \"mean_week_duration\": 18.626}}]\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[{\"70073\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-02-01 19:03:49.000000+00:00\", \"2020-02-29 12:10:23.000000+00:00\", \"2021-11-11 15:11:55.000000+00:00\", \"2022-01-12 08:51:54.000000+00:00\", \"2023-04-12 19:56:32.000000+00:00\", \"2021-02-18 11:18:44.000000+00:00\", \"2021-12-29 10:49:47.000000+00:00\"], \"session_ids\": [\"28099787-2c98-4aab-ac14-7dfb2fc5532f\", \"baf76b6a-2bd2-4a3f-97d5-4d8010b7c634\", \"9f6f12a0-9a67-4c4f-b893-64f3e5e657e7\", \"ed7b1535-4154-4794-a3d2-7a35be135303\", \"2b76217f-e463-4d7f-a5c0-658cb4e6ee96\", \"b1614f69-e321-4559-a199-b7fc762a0a45\", \"ec805529-18c4-4dbf-98d3-b73bfa43d90d\"], \"total_duration\": 3036.0, \"total_sessions\": 7, \"mean_week_duration\": 18.626}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display to me 8 users pieces of information whose city isn't Edinburgh as well as sort by city naming asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"44540\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-18 23:18:30.000000+00:00\", \"2022-11-01 11:39:30.000000+00:00\"], \"session_ids\": [\"f7dea8cf-1b7f-4375-99fa-94e69978429c\", \"a2cc4308-ac8c-4b29-b1cd-fd9b705991af\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 14.35}, \"83267\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-07-30 17:47:20.000000+00:00\", \"2020-04-23 04:50:42.000000+00:00\"], \"session_ids\": [\"a67b4879-c220-423d-baf5-5b5747dd3d29\", \"adad3819-124a-4c17-a66b-4ca474e15e63\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.513}, \"51039\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-01-18 12:43:24.000000+00:00\", \"2023-05-24 00:33:38.000000+00:00\", \"2022-04-04 11:40:47.000000+00:00\", \"2019-07-29 19:01:04.000000+00:00\", \"2019-03-27 10:59:36.000000+00:00\", \"2021-09-07 10:55:53.000000+00:00\", \"2020-06-17 17:11:33.000000+00:00\", \"2021-05-15 01:21:45.000000+00:00\"], \"session_ids\": [\"ae435d11-7c13-4369-8057-1e8dcdd39c46\", \"3e64c6c4-c585-4b62-ac6c-b48934c89b40\", \"6101d584-74ba-45a5-bf0b-ea2806533f95\", \"d983cd48-90f8-4c1e-b366-ffd6bf7b6012\", \"4b9f3776-86f4-4f66-bc27-94b2e69ec672\", \"853f3728-a319-400f-b178-71db75d4c854\", \"3af5235a-9624-44a3-984f-c1544dfebaa5\", \"db1876c7-311d-4474-b688-be21cd170c86\"], \"total_duration\": 2190.0, \"total_sessions\": 8, \"mean_week_duration\": 10.092}, \"74122\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-11-08 11:52:12.000000+00:00\", \"2020-07-30 07:50:49.000000+00:00\", \"2022-12-18 01:07:40.000000+00:00\", \"2021-02-18 02:38:39.000000+00:00\", \"2022-05-07 12:45:15.000000+00:00\"], \"session_ids\": [\"e5843b36-76b6-4632-8fd5-62604768c916\", \"7a2622f3-d0e1-4da6-aee5-e5ccd189edf7\", \"42204f69-7fe9-4e22-9a5c-89ab013f5218\", \"9dd945b8-c906-4288-b908-c39cc5737ce5\", \"45a8fe5b-8c2a-44ce-9822-dbf46f68e071\"], \"total_duration\": 64.0, \"total_sessions\": 5, \"mean_week_duration\": 0.512}, \"61098\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-07-22 23:01:55.000000+00:00\", \"2022-01-21 20:27:55.000000+00:00\", \"2023-01-28 01:18:07.000000+00:00\"], \"session_ids\": [\"ab71df21-641e-4042-8479-87c77961451d\", \"6489b073-90ac-4f56-b8ca-e3faac85f77b\", \"cc058d5c-2455-49c4-87e1-5f036995d360\"], \"total_duration\": 174.0, \"total_sessions\": 3, \"mean_week_duration\": 2.175}, \"58635\": {\"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\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-10-19 17:22:51.000000+00:00\", \"2019-02-24 16:28:21.000000+00:00\"], \"session_ids\": [\"6cbc497a-69c5-4531-abb4-032919ea201a\", \"d2442392-c119-427b-a968-d12c03be0c9d\"], \"total_duration\": 429.0, \"total_sessions\": 2, \"mean_week_duration\": 3.086}, \"22225\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-03-27 23:50:34.000000+00:00\", \"2019-10-07 00:18:36.000000+00:00\", \"2022-07-05 08:16:59.000000+00:00\"], \"session_ids\": [\"8c4170fb-f7a5-459a-828e-4db90f5bdeea\", \"937ca5e5-5c71-4049-9538-af8792f6d3c8\", \"2772aa91-03a9-439e-8227-461215127a99\"], \"total_duration\": 809.0, \"total_sessions\": 3, \"mean_week_duration\": 5.618}, \"2931\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-02-21 08:25:41.000000+00:00\", \"2019-07-13 16:51:42.000000+00:00\", \"2021-07-21 14:36:59.000000+00:00\", \"2021-02-28 11:46:19.000000+00:00\"], \"session_ids\": [\"63f80ae5-407e-400e-9c82-cce717ec180a\", \"7c6eedb6-b1cf-49c0-851c-45b8eab9b75f\", \"ac1053ab-d2f7-46f7-b433-720668d63c4a\", \"87f3657e-efea-40d0-949c-7ce516aeeed5\"], \"total_duration\": 220.0, \"total_sessions\": 4, \"mean_week_duration\": 2.075}, \"82003\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-20 05:47:08.000000+00:00\", \"2020-08-16 20:37:56.000000+00:00\"], \"session_ids\": [\"786e16db-4927-40c9-b03d-aaa51b698510\", \"0e25e1ad-1dae-4ca4-8038-90fb8e5c46bb\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 3.889}, \"38239\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-06-11 02:33:28.000000+00:00\", \"2020-07-02 04:52:12.000000+00:00\"], \"session_ids\": [\"cd020731-01d3-4d82-b725-abed7d9a653c\", \"a741d291-5fe4-468e-a4e8-a07caf9f140e\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.716}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is not 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{\"44540\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-18 23:18:30.000000+00:00\", \"2022-11-01 11:39:30.000000+00:00\"], \"session_ids\": [\"f7dea8cf-1b7f-4375-99fa-94e69978429c\", \"a2cc4308-ac8c-4b29-b1cd-fd9b705991af\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 14.35}, \"83267\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-07-30 17:47:20.000000+00:00\", \"2020-04-23 04:50:42.000000+00:00\"], \"session_ids\": [\"a67b4879-c220-423d-baf5-5b5747dd3d29\", \"adad3819-124a-4c17-a66b-4ca474e15e63\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.513}, \"51039\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-01-18 12:43:24.000000+00:00\", \"2023-05-24 00:33:38.000000+00:00\", \"2022-04-04 11:40:47.000000+00:00\", \"2019-07-29 19:01:04.000000+00:00\", \"2019-03-27 10:59:36.000000+00:00\", \"2021-09-07 10:55:53.000000+00:00\", \"2020-06-17 17:11:33.000000+00:00\", \"2021-05-15 01:21:45.000000+00:00\"], \"session_ids\": [\"ae435d11-7c13-4369-8057-1e8dcdd39c46\", \"3e64c6c4-c585-4b62-ac6c-b48934c89b40\", \"6101d584-74ba-45a5-bf0b-ea2806533f95\", \"d983cd48-90f8-4c1e-b366-ffd6bf7b6012\", \"4b9f3776-86f4-4f66-bc27-94b2e69ec672\", \"853f3728-a319-400f-b178-71db75d4c854\", \"3af5235a-9624-44a3-984f-c1544dfebaa5\", \"db1876c7-311d-4474-b688-be21cd170c86\"], \"total_duration\": 2190.0, \"total_sessions\": 8, \"mean_week_duration\": 10.092}, \"74122\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-11-08 11:52:12.000000+00:00\", \"2020-07-30 07:50:49.000000+00:00\", \"2022-12-18 01:07:40.000000+00:00\", \"2021-02-18 02:38:39.000000+00:00\", \"2022-05-07 12:45:15.000000+00:00\"], \"session_ids\": [\"e5843b36-76b6-4632-8fd5-62604768c916\", \"7a2622f3-d0e1-4da6-aee5-e5ccd189edf7\", \"42204f69-7fe9-4e22-9a5c-89ab013f5218\", \"9dd945b8-c906-4288-b908-c39cc5737ce5\", \"45a8fe5b-8c2a-44ce-9822-dbf46f68e071\"], \"total_duration\": 64.0, \"total_sessions\": 5, \"mean_week_duration\": 0.512}, \"61098\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-07-22 23:01:55.000000+00:00\", \"2022-01-21 20:27:55.000000+00:00\", \"2023-01-28 01:18:07.000000+00:00\"], \"session_ids\": [\"ab71df21-641e-4042-8479-87c77961451d\", \"6489b073-90ac-4f56-b8ca-e3faac85f77b\", \"cc058d5c-2455-49c4-87e1-5f036995d360\"], \"total_duration\": 174.0, \"total_sessions\": 3, \"mean_week_duration\": 2.175}, \"58635\": {\"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\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-10-19 17:22:51.000000+00:00\", \"2019-02-24 16:28:21.000000+00:00\"], \"session_ids\": [\"6cbc497a-69c5-4531-abb4-032919ea201a\", \"d2442392-c119-427b-a968-d12c03be0c9d\"], \"total_duration\": 429.0, \"total_sessions\": 2, \"mean_week_duration\": 3.086}, \"22225\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-03-27 23:50:34.000000+00:00\", \"2019-10-07 00:18:36.000000+00:00\", \"2022-07-05 08:16:59.000000+00:00\"], \"session_ids\": [\"8c4170fb-f7a5-459a-828e-4db90f5bdeea\", \"937ca5e5-5c71-4049-9538-af8792f6d3c8\", \"2772aa91-03a9-439e-8227-461215127a99\"], \"total_duration\": 809.0, \"total_sessions\": 3, \"mean_week_duration\": 5.618}, \"2931\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-02-21 08:25:41.000000+00:00\", \"2019-07-13 16:51:42.000000+00:00\", \"2021-07-21 14:36:59.000000+00:00\", \"2021-02-28 11:46:19.000000+00:00\"], \"session_ids\": [\"63f80ae5-407e-400e-9c82-cce717ec180a\", \"7c6eedb6-b1cf-49c0-851c-45b8eab9b75f\", \"ac1053ab-d2f7-46f7-b433-720668d63c4a\", \"87f3657e-efea-40d0-949c-7ce516aeeed5\"], \"total_duration\": 220.0, \"total_sessions\": 4, \"mean_week_duration\": 2.075}, \"82003\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-20 05:47:08.000000+00:00\", \"2020-08-16 20:37:56.000000+00:00\"], \"session_ids\": [\"786e16db-4927-40c9-b03d-aaa51b698510\", \"0e25e1ad-1dae-4ca4-8038-90fb8e5c46bb\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 3.889}, \"38239\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-06-11 02:33:28.000000+00:00\", \"2020-07-02 04:52:12.000000+00:00\"], \"session_ids\": [\"cd020731-01d3-4d82-b725-abed7d9a653c\", \"a741d291-5fe4-468e-a4e8-a07caf9f140e\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.716}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"82003\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-20 05:47:08.000000+00:00\", \"2020-08-16 20:37:56.000000+00:00\"], \"session_ids\": [\"786e16db-4927-40c9-b03d-aaa51b698510\", \"0e25e1ad-1dae-4ca4-8038-90fb8e5c46bb\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 3.889}}, {\"83267\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-07-30 17:47:20.000000+00:00\", \"2020-04-23 04:50:42.000000+00:00\"], \"session_ids\": [\"a67b4879-c220-423d-baf5-5b5747dd3d29\", \"adad3819-124a-4c17-a66b-4ca474e15e63\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.513}}, {\"51039\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-01-18 12:43:24.000000+00:00\", \"2023-05-24 00:33:38.000000+00:00\", \"2022-04-04 11:40:47.000000+00:00\", \"2019-07-29 19:01:04.000000+00:00\", \"2019-03-27 10:59:36.000000+00:00\", \"2021-09-07 10:55:53.000000+00:00\", \"2020-06-17 17:11:33.000000+00:00\", \"2021-05-15 01:21:45.000000+00:00\"], \"session_ids\": [\"ae435d11-7c13-4369-8057-1e8dcdd39c46\", \"3e64c6c4-c585-4b62-ac6c-b48934c89b40\", \"6101d584-74ba-45a5-bf0b-ea2806533f95\", \"d983cd48-90f8-4c1e-b366-ffd6bf7b6012\", \"4b9f3776-86f4-4f66-bc27-94b2e69ec672\", \"853f3728-a319-400f-b178-71db75d4c854\", \"3af5235a-9624-44a3-984f-c1544dfebaa5\", \"db1876c7-311d-4474-b688-be21cd170c86\"], \"total_duration\": 2190.0, \"total_sessions\": 8, \"mean_week_duration\": 10.092}}, {\"2931\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-02-21 08:25:41.000000+00:00\", \"2019-07-13 16:51:42.000000+00:00\", \"2021-07-21 14:36:59.000000+00:00\", \"2021-02-28 11:46:19.000000+00:00\"], \"session_ids\": [\"63f80ae5-407e-400e-9c82-cce717ec180a\", \"7c6eedb6-b1cf-49c0-851c-45b8eab9b75f\", \"ac1053ab-d2f7-46f7-b433-720668d63c4a\", \"87f3657e-efea-40d0-949c-7ce516aeeed5\"], \"total_duration\": 220.0, \"total_sessions\": 4, \"mean_week_duration\": 2.075}}, {\"22225\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-03-27 23:50:34.000000+00:00\", \"2019-10-07 00:18:36.000000+00:00\", \"2022-07-05 08:16:59.000000+00:00\"], \"session_ids\": [\"8c4170fb-f7a5-459a-828e-4db90f5bdeea\", \"937ca5e5-5c71-4049-9538-af8792f6d3c8\", \"2772aa91-03a9-439e-8227-461215127a99\"], \"total_duration\": 809.0, \"total_sessions\": 3, \"mean_week_duration\": 5.618}}, {\"38239\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-06-11 02:33:28.000000+00:00\", \"2020-07-02 04:52:12.000000+00:00\"], \"session_ids\": [\"cd020731-01d3-4d82-b725-abed7d9a653c\", \"a741d291-5fe4-468e-a4e8-a07caf9f140e\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.716}}, {\"74122\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-11-08 11:52:12.000000+00:00\", \"2020-07-30 07:50:49.000000+00:00\", \"2022-12-18 01:07:40.000000+00:00\", \"2021-02-18 02:38:39.000000+00:00\", \"2022-05-07 12:45:15.000000+00:00\"], \"session_ids\": [\"e5843b36-76b6-4632-8fd5-62604768c916\", \"7a2622f3-d0e1-4da6-aee5-e5ccd189edf7\", \"42204f69-7fe9-4e22-9a5c-89ab013f5218\", \"9dd945b8-c906-4288-b908-c39cc5737ce5\", \"45a8fe5b-8c2a-44ce-9822-dbf46f68e071\"], \"total_duration\": 64.0, \"total_sessions\": 5, \"mean_week_duration\": 0.512}}, {\"61098\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-07-22 23:01:55.000000+00:00\", \"2022-01-21 20:27:55.000000+00:00\", \"2023-01-28 01:18:07.000000+00:00\"], \"session_ids\": [\"ab71df21-641e-4042-8479-87c77961451d\", \"6489b073-90ac-4f56-b8ca-e3faac85f77b\", \"cc058d5c-2455-49c4-87e1-5f036995d360\"], \"total_duration\": 174.0, \"total_sessions\": 3, \"mean_week_duration\": 2.175}}, {\"44540\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-18 23:18:30.000000+00:00\", \"2022-11-01 11:39:30.000000+00:00\"], \"session_ids\": [\"f7dea8cf-1b7f-4375-99fa-94e69978429c\", \"a2cc4308-ac8c-4b29-b1cd-fd9b705991af\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 14.35}}, {\"58635\": {\"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\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-10-19 17:22:51.000000+00:00\", \"2019-02-24 16:28:21.000000+00:00\"], \"session_ids\": [\"6cbc497a-69c5-4531-abb4-032919ea201a\", \"d2442392-c119-427b-a968-d12c03be0c9d\"], \"total_duration\": 429.0, \"total_sessions\": 2, \"mean_week_duration\": 3.086}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 8 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"82003\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-20 05:47:08.000000+00:00\", \"2020-08-16 20:37:56.000000+00:00\"], \"session_ids\": [\"786e16db-4927-40c9-b03d-aaa51b698510\", \"0e25e1ad-1dae-4ca4-8038-90fb8e5c46bb\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 3.889}}, {\"83267\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-07-30 17:47:20.000000+00:00\", \"2020-04-23 04:50:42.000000+00:00\"], \"session_ids\": [\"a67b4879-c220-423d-baf5-5b5747dd3d29\", \"adad3819-124a-4c17-a66b-4ca474e15e63\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.513}}, {\"51039\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-01-18 12:43:24.000000+00:00\", \"2023-05-24 00:33:38.000000+00:00\", \"2022-04-04 11:40:47.000000+00:00\", \"2019-07-29 19:01:04.000000+00:00\", \"2019-03-27 10:59:36.000000+00:00\", \"2021-09-07 10:55:53.000000+00:00\", \"2020-06-17 17:11:33.000000+00:00\", \"2021-05-15 01:21:45.000000+00:00\"], \"session_ids\": [\"ae435d11-7c13-4369-8057-1e8dcdd39c46\", \"3e64c6c4-c585-4b62-ac6c-b48934c89b40\", \"6101d584-74ba-45a5-bf0b-ea2806533f95\", \"d983cd48-90f8-4c1e-b366-ffd6bf7b6012\", \"4b9f3776-86f4-4f66-bc27-94b2e69ec672\", \"853f3728-a319-400f-b178-71db75d4c854\", \"3af5235a-9624-44a3-984f-c1544dfebaa5\", \"db1876c7-311d-4474-b688-be21cd170c86\"], \"total_duration\": 2190.0, \"total_sessions\": 8, \"mean_week_duration\": 10.092}}, {\"2931\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-02-21 08:25:41.000000+00:00\", \"2019-07-13 16:51:42.000000+00:00\", \"2021-07-21 14:36:59.000000+00:00\", \"2021-02-28 11:46:19.000000+00:00\"], \"session_ids\": [\"63f80ae5-407e-400e-9c82-cce717ec180a\", \"7c6eedb6-b1cf-49c0-851c-45b8eab9b75f\", \"ac1053ab-d2f7-46f7-b433-720668d63c4a\", \"87f3657e-efea-40d0-949c-7ce516aeeed5\"], \"total_duration\": 220.0, \"total_sessions\": 4, \"mean_week_duration\": 2.075}}, {\"22225\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-03-27 23:50:34.000000+00:00\", \"2019-10-07 00:18:36.000000+00:00\", \"2022-07-05 08:16:59.000000+00:00\"], \"session_ids\": [\"8c4170fb-f7a5-459a-828e-4db90f5bdeea\", \"937ca5e5-5c71-4049-9538-af8792f6d3c8\", \"2772aa91-03a9-439e-8227-461215127a99\"], \"total_duration\": 809.0, \"total_sessions\": 3, \"mean_week_duration\": 5.618}}, {\"38239\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-06-11 02:33:28.000000+00:00\", \"2020-07-02 04:52:12.000000+00:00\"], \"session_ids\": [\"cd020731-01d3-4d82-b725-abed7d9a653c\", \"a741d291-5fe4-468e-a4e8-a07caf9f140e\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.716}}, {\"74122\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-11-08 11:52:12.000000+00:00\", \"2020-07-30 07:50:49.000000+00:00\", \"2022-12-18 01:07:40.000000+00:00\", \"2021-02-18 02:38:39.000000+00:00\", \"2022-05-07 12:45:15.000000+00:00\"], \"session_ids\": [\"e5843b36-76b6-4632-8fd5-62604768c916\", \"7a2622f3-d0e1-4da6-aee5-e5ccd189edf7\", \"42204f69-7fe9-4e22-9a5c-89ab013f5218\", \"9dd945b8-c906-4288-b908-c39cc5737ce5\", \"45a8fe5b-8c2a-44ce-9822-dbf46f68e071\"], \"total_duration\": 64.0, \"total_sessions\": 5, \"mean_week_duration\": 0.512}}, {\"61098\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-07-22 23:01:55.000000+00:00\", \"2022-01-21 20:27:55.000000+00:00\", \"2023-01-28 01:18:07.000000+00:00\"], \"session_ids\": [\"ab71df21-641e-4042-8479-87c77961451d\", \"6489b073-90ac-4f56-b8ca-e3faac85f77b\", \"cc058d5c-2455-49c4-87e1-5f036995d360\"], \"total_duration\": 174.0, \"total_sessions\": 3, \"mean_week_duration\": 2.175}}]\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[{\"82003\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-20 05:47:08.000000+00:00\", \"2020-08-16 20:37:56.000000+00:00\"], \"session_ids\": [\"786e16db-4927-40c9-b03d-aaa51b698510\", \"0e25e1ad-1dae-4ca4-8038-90fb8e5c46bb\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 3.889}}, {\"83267\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-07-30 17:47:20.000000+00:00\", \"2020-04-23 04:50:42.000000+00:00\"], \"session_ids\": [\"a67b4879-c220-423d-baf5-5b5747dd3d29\", \"adad3819-124a-4c17-a66b-4ca474e15e63\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.513}}, {\"51039\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-01-18 12:43:24.000000+00:00\", \"2023-05-24 00:33:38.000000+00:00\", \"2022-04-04 11:40:47.000000+00:00\", \"2019-07-29 19:01:04.000000+00:00\", \"2019-03-27 10:59:36.000000+00:00\", \"2021-09-07 10:55:53.000000+00:00\", \"2020-06-17 17:11:33.000000+00:00\", \"2021-05-15 01:21:45.000000+00:00\"], \"session_ids\": [\"ae435d11-7c13-4369-8057-1e8dcdd39c46\", \"3e64c6c4-c585-4b62-ac6c-b48934c89b40\", \"6101d584-74ba-45a5-bf0b-ea2806533f95\", \"d983cd48-90f8-4c1e-b366-ffd6bf7b6012\", \"4b9f3776-86f4-4f66-bc27-94b2e69ec672\", \"853f3728-a319-400f-b178-71db75d4c854\", \"3af5235a-9624-44a3-984f-c1544dfebaa5\", \"db1876c7-311d-4474-b688-be21cd170c86\"], \"total_duration\": 2190.0, \"total_sessions\": 8, \"mean_week_duration\": 10.092}}, {\"2931\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-02-21 08:25:41.000000+00:00\", \"2019-07-13 16:51:42.000000+00:00\", \"2021-07-21 14:36:59.000000+00:00\", \"2021-02-28 11:46:19.000000+00:00\"], \"session_ids\": [\"63f80ae5-407e-400e-9c82-cce717ec180a\", \"7c6eedb6-b1cf-49c0-851c-45b8eab9b75f\", \"ac1053ab-d2f7-46f7-b433-720668d63c4a\", \"87f3657e-efea-40d0-949c-7ce516aeeed5\"], \"total_duration\": 220.0, \"total_sessions\": 4, \"mean_week_duration\": 2.075}}, {\"22225\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-03-27 23:50:34.000000+00:00\", \"2019-10-07 00:18:36.000000+00:00\", \"2022-07-05 08:16:59.000000+00:00\"], \"session_ids\": [\"8c4170fb-f7a5-459a-828e-4db90f5bdeea\", \"937ca5e5-5c71-4049-9538-af8792f6d3c8\", \"2772aa91-03a9-439e-8227-461215127a99\"], \"total_duration\": 809.0, \"total_sessions\": 3, \"mean_week_duration\": 5.618}}, {\"38239\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-06-11 02:33:28.000000+00:00\", \"2020-07-02 04:52:12.000000+00:00\"], \"session_ids\": [\"cd020731-01d3-4d82-b725-abed7d9a653c\", \"a741d291-5fe4-468e-a4e8-a07caf9f140e\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.716}}, {\"74122\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-11-08 11:52:12.000000+00:00\", \"2020-07-30 07:50:49.000000+00:00\", \"2022-12-18 01:07:40.000000+00:00\", \"2021-02-18 02:38:39.000000+00:00\", \"2022-05-07 12:45:15.000000+00:00\"], \"session_ids\": [\"e5843b36-76b6-4632-8fd5-62604768c916\", \"7a2622f3-d0e1-4da6-aee5-e5ccd189edf7\", \"42204f69-7fe9-4e22-9a5c-89ab013f5218\", \"9dd945b8-c906-4288-b908-c39cc5737ce5\", \"45a8fe5b-8c2a-44ce-9822-dbf46f68e071\"], \"total_duration\": 64.0, \"total_sessions\": 5, \"mean_week_duration\": 0.512}}, {\"61098\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-07-22 23:01:55.000000+00:00\", \"2022-01-21 20:27:55.000000+00:00\", \"2023-01-28 01:18:07.000000+00:00\"], \"session_ids\": [\"ab71df21-641e-4042-8479-87c77961451d\", \"6489b073-90ac-4f56-b8ca-e3faac85f77b\", \"cc058d5c-2455-49c4-87e1-5f036995d360\"], \"total_duration\": 174.0, \"total_sessions\": 3, \"mean_week_duration\": 2.175}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about 8 users whose time spent on the site per week exceeds 8 , and put to use sorting by overall total duration from the smallest value to the largest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"38924\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-03-02 20:47:55.000000+00:00\", \"2023-05-18 11:41:33.000000+00:00\", \"2019-06-09 14:52:23.000000+00:00\", \"2023-04-27 08:12:39.000000+00:00\", \"2023-01-12 15:52:44.000000+00:00\", \"2022-12-22 01:11:48.000000+00:00\"], \"session_ids\": [\"82ce83e6-f30f-4f34-a6fb-ab90236df458\", \"452ecb96-a4c5-43a2-ab08-5737fe9fdd6b\", \"3d3fa3a9-1571-4c6e-8c52-a9dec0928eb9\", \"fea4f0ed-92a1-4b8e-80f4-05a0e27fd5e6\", \"684afca0-0245-40c9-9dfd-fd481dcc1a2a\", \"34e1c70f-a267-4e7c-9e9b-9f83127dd1a9\"], \"total_duration\": 3145.0, \"total_sessions\": 6, \"mean_week_duration\": 15.267}, \"48224\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-04-29 08:31:01.000000+00:00\", \"2021-08-20 13:12:12.000000+00:00\", \"2022-02-02 11:30:38.000000+00:00\", \"2021-07-10 09:56:49.000000+00:00\", \"2019-03-06 07:18:32.000000+00:00\", \"2019-07-01 01:23:07.000000+00:00\", \"2020-09-08 10:42:29.000000+00:00\", \"2022-12-30 03:23:36.000000+00:00\"], \"session_ids\": [\"c18352be-674a-4374-9ebd-8a19376a1f38\", \"2a4e43c5-a5f4-4ad7-9267-6c8485f39059\", \"cd240dee-b57a-4f57-b881-8ab6b8e05340\", \"b8650563-310e-4181-b878-cda50352d8f2\", \"5111dc2f-578a-4899-a859-ed64ff3b547f\", \"05e7c98e-bf0f-41f0-a428-87ae97290c9e\", \"1b259a4c-baad-4cbc-b8de-e8a6d94c9d71\", \"5a15f486-e166-4190-87e3-4c644f1a6416\"], \"total_duration\": 70.0, \"total_sessions\": 8, \"mean_week_duration\": 0.35}, \"40547\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-12-08 07:38:39.000000+00:00\", \"2021-03-28 02:02:31.000000+00:00\", \"2019-08-13 17:41:01.000000+00:00\"], \"session_ids\": [\"12574378-815e-40ca-96bb-1dac43a6edd4\", \"a346524b-162f-4ef2-b722-b7bbdf23358a\", \"b5392223-64bf-4eab-b7d5-ea89041069f3\"], \"total_duration\": 367.0, \"total_sessions\": 3, \"mean_week_duration\": 2.109}, \"40973\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-04-28 20:42:47.000000+00:00\", \"2019-10-18 19:33:26.000000+00:00\"], \"session_ids\": [\"2b17909f-1cd1-4081-b228-967602c8c9f4\", \"c94dfad5-8bf8-4142-bbe1-6391166fc338\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.663}, \"75958\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-09-23 19:07:35.000000+00:00\", \"2020-04-15 18:56:15.000000+00:00\"], \"session_ids\": [\"90b440f3-c3f3-4965-adc1-fc83b652aa81\", \"5900afac-8082-4502-bdd1-09dccc27b75f\"], \"total_duration\": 298.0, \"total_sessions\": 2, \"mean_week_duration\": 3.921}, \"17081\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-10 02:28:07.000000+00:00\", \"2019-08-18 16:59:05.000000+00:00\", \"2020-11-06 20:32:56.000000+00:00\", \"2022-09-08 13:06:58.000000+00:00\"], \"session_ids\": [\"a4bf562c-14e5-40a2-ab73-8b5669e82691\", \"dcde930b-bd00-4465-9a7a-21bcb03910b6\", \"9e92c3b7-050a-420c-8708-bf4d57a30321\", \"edac0086-4b12-4e85-8c89-9b312bed44f4\"], \"total_duration\": 865.0, \"total_sessions\": 4, \"mean_week_duration\": 5.406}, \"47774\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-01-05 23:49:16.000000+00:00\", \"2021-08-12 16:46:33.000000+00:00\", \"2020-10-30 23:26:57.000000+00:00\", \"2019-09-02 05:56:50.000000+00:00\", \"2022-08-21 13:05:30.000000+00:00\", \"2022-07-22 14:17:24.000000+00:00\", \"2022-10-28 12:13:19.000000+00:00\", \"2023-04-18 19:10:55.000000+00:00\", \"2020-04-14 11:16:09.000000+00:00\", \"2022-02-24 02:38:33.000000+00:00\", \"2019-12-27 19:23:17.000000+00:00\"], \"session_ids\": [\"3b484c2c-55c8-4414-99ed-d577c4ae190c\", \"0d07c9c3-e4c7-4a29-8e4a-622ae179d46e\", \"9a3fe5ab-c8b5-4d56-8f14-6f81a442fa0e\", \"872cf7c6-fdc5-424c-aa11-9597c859f8f4\", \"9513fba2-0826-449d-be63-b55ad4d97cc9\", \"e22dd638-0ae2-4715-8be3-980d5d921a51\", \"1ae599fa-cf53-4e16-91ab-f9e90ba893c4\", \"696fb5c5-7f8a-4ca3-a927-ff79d79b27d7\", \"5b67f30e-d769-4700-94d2-509dcd58a1fc\", \"3dec97ab-104d-471d-b60f-91eea25a005c\", \"6499580b-41d8-4a84-b763-fee751c10107\"], \"total_duration\": 240.0, \"total_sessions\": 11, \"mean_week_duration\": 1.263}, \"90755\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2021-08-03 16:37:11.000000+00:00\", \"2023-01-27 22:15:07.000000+00:00\"], \"session_ids\": [\"aa514e28-eb0a-44be-a82a-8fa3aea9adf7\", \"eae5634e-a4b1-42d1-8b15-02431b85184e\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 2.397}, \"67655\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-06 06:58:30.000000+00:00\", \"2022-10-22 11:33:21.000000+00:00\"], \"session_ids\": [\"662f5b49-ff0b-45f4-9837-2721ee5d2ddc\", \"6544ff57-9681-4170-89fc-8cbba67253f1\"], \"total_duration\": 265.0, \"total_sessions\": 2, \"mean_week_duration\": 6.31}, \"57689\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 7, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-01-27 19:13:52.000000+00:00\", \"2021-05-01 00:38:16.000000+00:00\", \"2019-04-02 09:58:25.000000+00:00\", \"2022-09-21 21:27:13.000000+00:00\"], \"session_ids\": [\"0c8ddd56-ec44-440f-a29d-4eb4ed1e8358\", \"547d741a-d128-49e1-ac19-7c2b04868f44\", \"7a7c4c25-72a5-493e-9e42-f960720185a8\", \"87c367a3-48c1-4d04-8f73-ca0893b6ae10\"], \"total_duration\": 1749.0, \"total_sessions\": 4, \"mean_week_duration\": 9.61}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or greater than 8"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\"]]}, \"all_values\": {\"mean_week_duration\": [[8, 38]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"38924\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-03-02 20:47:55.000000+00:00\", \"2023-05-18 11:41:33.000000+00:00\", \"2019-06-09 14:52:23.000000+00:00\", \"2023-04-27 08:12:39.000000+00:00\", \"2023-01-12 15:52:44.000000+00:00\", \"2022-12-22 01:11:48.000000+00:00\"], \"session_ids\": [\"82ce83e6-f30f-4f34-a6fb-ab90236df458\", \"452ecb96-a4c5-43a2-ab08-5737fe9fdd6b\", \"3d3fa3a9-1571-4c6e-8c52-a9dec0928eb9\", \"fea4f0ed-92a1-4b8e-80f4-05a0e27fd5e6\", \"684afca0-0245-40c9-9dfd-fd481dcc1a2a\", \"34e1c70f-a267-4e7c-9e9b-9f83127dd1a9\"], \"total_duration\": 3145.0, \"total_sessions\": 6, \"mean_week_duration\": 15.267}, \"57689\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 7, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-01-27 19:13:52.000000+00:00\", \"2021-05-01 00:38:16.000000+00:00\", \"2019-04-02 09:58:25.000000+00:00\", \"2022-09-21 21:27:13.000000+00:00\"], \"session_ids\": [\"0c8ddd56-ec44-440f-a29d-4eb4ed1e8358\", \"547d741a-d128-49e1-ac19-7c2b04868f44\", \"7a7c4c25-72a5-493e-9e42-f960720185a8\", \"87c367a3-48c1-4d04-8f73-ca0893b6ae10\"], \"total_duration\": 1749.0, \"total_sessions\": 4, \"mean_week_duration\": 9.61}}\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[{\"57689\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 7, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-01-27 19:13:52.000000+00:00\", \"2021-05-01 00:38:16.000000+00:00\", \"2019-04-02 09:58:25.000000+00:00\", \"2022-09-21 21:27:13.000000+00:00\"], \"session_ids\": [\"0c8ddd56-ec44-440f-a29d-4eb4ed1e8358\", \"547d741a-d128-49e1-ac19-7c2b04868f44\", \"7a7c4c25-72a5-493e-9e42-f960720185a8\", \"87c367a3-48c1-4d04-8f73-ca0893b6ae10\"], \"total_duration\": 1749.0, \"total_sessions\": 4, \"mean_week_duration\": 9.61}}, {\"38924\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-03-02 20:47:55.000000+00:00\", \"2023-05-18 11:41:33.000000+00:00\", \"2019-06-09 14:52:23.000000+00:00\", \"2023-04-27 08:12:39.000000+00:00\", \"2023-01-12 15:52:44.000000+00:00\", \"2022-12-22 01:11:48.000000+00:00\"], \"session_ids\": [\"82ce83e6-f30f-4f34-a6fb-ab90236df458\", \"452ecb96-a4c5-43a2-ab08-5737fe9fdd6b\", \"3d3fa3a9-1571-4c6e-8c52-a9dec0928eb9\", \"fea4f0ed-92a1-4b8e-80f4-05a0e27fd5e6\", \"684afca0-0245-40c9-9dfd-fd481dcc1a2a\", \"34e1c70f-a267-4e7c-9e9b-9f83127dd1a9\"], \"total_duration\": 3145.0, \"total_sessions\": 6, \"mean_week_duration\": 15.267}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 8 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"57689\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 7, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-01-27 19:13:52.000000+00:00\", \"2021-05-01 00:38:16.000000+00:00\", \"2019-04-02 09:58:25.000000+00:00\", \"2022-09-21 21:27:13.000000+00:00\"], \"session_ids\": [\"0c8ddd56-ec44-440f-a29d-4eb4ed1e8358\", \"547d741a-d128-49e1-ac19-7c2b04868f44\", \"7a7c4c25-72a5-493e-9e42-f960720185a8\", \"87c367a3-48c1-4d04-8f73-ca0893b6ae10\"], \"total_duration\": 1749.0, \"total_sessions\": 4, \"mean_week_duration\": 9.61}}, {\"38924\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-03-02 20:47:55.000000+00:00\", \"2023-05-18 11:41:33.000000+00:00\", \"2019-06-09 14:52:23.000000+00:00\", \"2023-04-27 08:12:39.000000+00:00\", \"2023-01-12 15:52:44.000000+00:00\", \"2022-12-22 01:11:48.000000+00:00\"], \"session_ids\": [\"82ce83e6-f30f-4f34-a6fb-ab90236df458\", \"452ecb96-a4c5-43a2-ab08-5737fe9fdd6b\", \"3d3fa3a9-1571-4c6e-8c52-a9dec0928eb9\", \"fea4f0ed-92a1-4b8e-80f4-05a0e27fd5e6\", \"684afca0-0245-40c9-9dfd-fd481dcc1a2a\", \"34e1c70f-a267-4e7c-9e9b-9f83127dd1a9\"], \"total_duration\": 3145.0, \"total_sessions\": 6, \"mean_week_duration\": 15.267}}]\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[{\"57689\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 7, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-01-27 19:13:52.000000+00:00\", \"2021-05-01 00:38:16.000000+00:00\", \"2019-04-02 09:58:25.000000+00:00\", \"2022-09-21 21:27:13.000000+00:00\"], \"session_ids\": [\"0c8ddd56-ec44-440f-a29d-4eb4ed1e8358\", \"547d741a-d128-49e1-ac19-7c2b04868f44\", \"7a7c4c25-72a5-493e-9e42-f960720185a8\", \"87c367a3-48c1-4d04-8f73-ca0893b6ae10\"], \"total_duration\": 1749.0, \"total_sessions\": 4, \"mean_week_duration\": 9.61}}, {\"38924\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-03-02 20:47:55.000000+00:00\", \"2023-05-18 11:41:33.000000+00:00\", \"2019-06-09 14:52:23.000000+00:00\", \"2023-04-27 08:12:39.000000+00:00\", \"2023-01-12 15:52:44.000000+00:00\", \"2022-12-22 01:11:48.000000+00:00\"], \"session_ids\": [\"82ce83e6-f30f-4f34-a6fb-ab90236df458\", \"452ecb96-a4c5-43a2-ab08-5737fe9fdd6b\", \"3d3fa3a9-1571-4c6e-8c52-a9dec0928eb9\", \"fea4f0ed-92a1-4b8e-80f4-05a0e27fd5e6\", \"684afca0-0245-40c9-9dfd-fd481dcc1a2a\", \"34e1c70f-a267-4e7c-9e9b-9f83127dd1a9\"], \"total_duration\": 3145.0, \"total_sessions\": 6, \"mean_week_duration\": 15.267}}]\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 who have time using the app strictly bigger than 2272 and smaller than 2622 additionaly implement sorting by app usage time from the largest to the smallest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"76303\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-12-25 17:45:44.000000+00:00\", \"2022-07-31 03:57:25.000000+00:00\", \"2021-11-03 07:36:47.000000+00:00\", \"2020-01-31 00:04:59.000000+00:00\", \"2023-06-02 08:29:05.000000+00:00\", \"2021-07-16 23:44:20.000000+00:00\"], \"session_ids\": [\"fc217954-24e4-4e2b-9f0a-47ed1ca4b6f9\", \"86c32c33-a67c-4e9f-8529-b37dbff6360f\", \"b20135bc-aa3c-49d5-a750-2c6069e22257\", \"7f42027d-fc52-4468-94fe-b7ce70c2c468\", \"17f5bfcf-1f2a-4885-8615-a2edcf87584f\", \"6ca1a13b-57b8-4ea1-abe1-63100848f4f7\"], \"total_duration\": 2856.0, \"total_sessions\": 6, \"mean_week_duration\": 16.414}, \"53267\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-30 15:14:19.000000+00:00\", \"2019-07-25 15:58:19.000000+00:00\"], \"session_ids\": [\"71d0e5bd-5bf1-46ab-97f0-5ecd3797018d\", \"0e682c11-cd0e-41b4-ac65-24553eada2e3\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 2.05}, \"31437\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2021-03-30 19:51:34.000000+00:00\", \"2022-09-13 01:12:01.000000+00:00\"], \"session_ids\": [\"8992530b-0656-43aa-b923-101a027395e8\", \"8a4df092-508c-410e-9430-a99664ccd373\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 1.395}, \"19820\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-05-16 19:03:42.000000+00:00\", \"2019-01-30 22:09:08.000000+00:00\"], \"session_ids\": [\"98bc31ce-6984-438b-9986-2db31f5aa2da\", \"422f0cae-e23f-4305-94d0-2134072e6baa\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 1.205}, \"51044\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-01-04 01:00:34.000000+00:00\", \"2020-04-01 15:36:27.000000+00:00\"], \"session_ids\": [\"86abe529-24b7-43bd-9a55-e0b90cacd50f\", \"bab6c42a-ce48-4720-84a2-2b65a598360b\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.511}, \"49646\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-09-25 15:13:14.000000+00:00\", \"2019-05-10 06:57:03.000000+00:00\"], \"session_ids\": [\"4011e4be-2cec-487e-925c-bd212fa2fbae\", \"828cfa43-d546-4402-89bc-a3ec825ec714\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 0.514}, \"13865\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-01-31 14:10:21.000000+00:00\", \"2022-10-18 10:10:49.000000+00:00\", \"2022-06-07 14:49:57.000000+00:00\", \"2019-08-04 06:57:23.000000+00:00\", \"2021-10-19 19:19:35.000000+00:00\"], \"session_ids\": [\"21bb67fc-2e7b-4150-8847-d595cd2469a0\", \"98a31399-9fe3-444e-95dc-f3160f0bc347\", \"2c4b7874-21d3-473e-bb85-b3d941122ac2\", \"a165be16-9c71-48e1-8ccb-f0b501fb9f21\", \"5101424b-9ccf-4779-b873-b2b3c4e485d4\"], \"total_duration\": 38.0, \"total_sessions\": 5, \"mean_week_duration\": 0.196}, \"63204\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-01-01 06:00:58.000000+00:00\", \"2022-11-02 21:07:30.000000+00:00\", \"2020-06-01 03:21:33.000000+00:00\", \"2021-09-29 14:08:46.000000+00:00\"], \"session_ids\": [\"fa857bc8-bba8-4806-b367-68a4fb74bfc9\", \"e30ec2a1-1322-4eea-930c-76ff279f8b76\", \"bb2201aa-fbe7-4a38-af3d-c7bb979cfc36\", \"05d013a1-0e25-4772-8202-756d47f164ad\"], \"total_duration\": 250.0, \"total_sessions\": 4, \"mean_week_duration\": 1.852}, \"93308\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-12-27 11:15:26.000000+00:00\", \"2022-10-01 14:54:07.000000+00:00\", \"2020-06-21 21:10:34.000000+00:00\"], \"session_ids\": [\"09d43bbf-1ae0-4abd-b2d1-cc40e9843af4\", \"4be6bfc5-ba52-42fc-95b1-3be881e480f8\", \"d4f9ccd2-3090-4d1c-ba9a-3caa50cd005a\"], \"total_duration\": 248.0, \"total_sessions\": 3, \"mean_week_duration\": 1.879}, \"31986\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-07-08 18:34:46.000000+00:00\", \"2021-07-01 05:28:03.000000+00:00\", \"2021-12-07 09:31:29.000000+00:00\", \"2020-06-14 02:31:26.000000+00:00\", \"2021-07-21 15:53:52.000000+00:00\"], \"session_ids\": [\"0af6c70e-949b-439e-870b-a372aafe0616\", \"405a057d-722c-400b-b44b-2cb61ecff1eb\", \"d161079e-9958-4e01-9dab-6e4bf736b213\", \"d960cb95-e5fd-4f50-a987-db43e777fcff\", \"695b13af-6f1f-4987-a688-3b355ee854ce\"], \"total_duration\": 2699.0, \"total_sessions\": 5, \"mean_week_duration\": 21.421}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are greater than 2272 and are equal or less than 2622"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[2272, 2622]]}}}\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 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": "Show users to me whose total sessions is bigger than 4 (not including) and implement sorting by average of total time spent in the app per week 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{\"90272\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-01-26 12:07:09.000000+00:00\", \"2020-06-11 00:41:43.000000+00:00\"], \"session_ids\": [\"109376e1-3919-4640-8ad2-d249733123b0\", \"900430c2-5eb3-4e0a-bf10-b92b2f814ca8\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 6.45}, \"71635\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-12 10:14:22.000000+00:00\", \"2019-03-14 01:35:34.000000+00:00\"], \"session_ids\": [\"317edcc7-b325-4d4f-9b9e-3006a527d353\", \"2ea25e94-aa81-41a0-8106-f4b73257f99e\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 0.555}, \"62584\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-05-02 23:56:09.000000+00:00\", \"2019-01-21 11:18:01.000000+00:00\"], \"session_ids\": [\"54cf3689-24f3-41a2-aaa7-02fdcc4257e7\", \"4280b002-3ee4-4963-82aa-b4a9d31e574a\"], \"total_duration\": 325.0, \"total_sessions\": 2, \"mean_week_duration\": 21.667}, \"86044\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-25 03:28:56.000000+00:00\", \"2021-12-21 03:29:52.000000+00:00\"], \"session_ids\": [\"dece85e4-9b66-477b-bff8-8cee5ff6115a\", \"3ab71b6a-155e-4612-96cd-55be9d7a4872\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.68}, \"90213\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-01-24 18:42:39.000000+00:00\", \"2019-02-03 19:24:47.000000+00:00\", \"2019-02-02 18:36:09.000000+00:00\", \"2020-04-15 14:42:25.000000+00:00\", \"2019-11-07 06:30:24.000000+00:00\"], \"session_ids\": [\"509a725b-f3b8-46f5-8e0f-d385120d9455\", \"9b1083f7-ceb0-42d8-bd26-133ba94fd0d3\", \"e022582e-0eea-41d7-9744-765205b224fe\", \"be6c5258-61bd-4527-88be-b0ef00311948\", \"9b99ab86-49fc-460d-bdf7-a9697d4e1f47\"], \"total_duration\": 533.0, \"total_sessions\": 5, \"mean_week_duration\": 5.125}, \"68456\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2019-01-25 09:52:38.000000+00:00\", \"2022-05-06 05:12:09.000000+00:00\", \"2020-12-20 20:08:03.000000+00:00\", \"2020-02-03 20:40:26.000000+00:00\"], \"session_ids\": [\"214a0274-5d0e-4745-ba15-cca856f2cea4\", \"5c87a7c8-1c8c-4bf5-9688-4e1e32840f32\", \"f5e74ad7-60fa-4865-9985-0f1e0eef88c4\", \"321053e0-ad9e-4c3d-9859-31147f28e357\"], \"total_duration\": 786.0, \"total_sessions\": 4, \"mean_week_duration\": 4.596}, \"65333\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-02-14 12:28:14.000000+00:00\", \"2022-01-01 15:50:48.000000+00:00\", \"2019-07-14 22:50:57.000000+00:00\", \"2020-10-12 06:05:18.000000+00:00\", \"2020-02-26 19:47:42.000000+00:00\", \"2020-07-13 03:05:28.000000+00:00\", \"2021-05-17 02:51:15.000000+00:00\", \"2023-04-01 06:50:26.000000+00:00\", \"2022-12-26 20:01:24.000000+00:00\", \"2023-01-06 03:25:24.000000+00:00\"], \"session_ids\": [\"41bb7d8c-f0ae-4da2-bdc9-4dbefdcec869\", \"beec74f6-11d1-4d06-bd2f-3f215b82b15c\", \"a648187b-6a9d-4bb7-b6ae-1a89fb156715\", \"f94ae027-6f6c-4093-90c9-330ffa0d61fa\", \"9a8a86dc-4213-4e13-8fc3-1a000ead44a1\", \"31873906-5439-4849-a89d-f1ebb661a58a\", \"c4473aff-ebed-43d7-9031-8883f9f7ccf3\", \"fc196bd7-1ec8-45a0-89f4-21b92a0c052c\", \"08b7d2e4-4b16-4465-b7ce-c5a8f11f8bf0\", \"db6d5850-3c4d-45c2-9a04-dc64fe1aba8a\"], \"total_duration\": 18701.0, \"total_sessions\": 10, \"mean_week_duration\": 86.579}, \"47342\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-18 01:57:45.000000+00:00\", \"2020-01-20 16:36:42.000000+00:00\", \"2019-12-28 03:48:18.000000+00:00\", \"2022-06-23 12:22:54.000000+00:00\", \"2022-08-24 08:22:17.000000+00:00\", \"2019-11-01 19:29:48.000000+00:00\", \"2019-05-21 19:57:00.000000+00:00\", \"2019-12-21 18:57:17.000000+00:00\", \"2020-11-16 05:50:00.000000+00:00\", \"2021-07-14 23:04:50.000000+00:00\", \"2021-09-23 15:07:33.000000+00:00\"], \"session_ids\": [\"122ef184-778e-4bce-bb83-52dcfc3a6534\", \"ff906d07-2f10-45f3-9dca-6034a248ec9a\", \"3000dd77-c5fb-46ca-8fb3-7800b04d70e6\", \"4204c2e2-ae2c-405d-becc-7dbdc59c4bce\", \"8bf6df66-a969-42f4-aa58-a3efd6713470\", \"33078c98-f5ab-4e90-82c5-0b461057e96d\", \"313d51b6-6c0d-40e6-951e-94b0db782d67\", \"b57a41ca-5fef-4906-93a9-85ad04753608\", \"7f87caad-e378-43d1-9ef0-874352dcfaf8\", \"f3b698d5-9f66-4bd2-b957-fbb119714aed\", \"8e83df1c-a54d-4da4-af1c-95ad6555f2cd\"], \"total_duration\": 568.0, \"total_sessions\": 11, \"mean_week_duration\": 3.341}, \"85989\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-09-12 06:59:23.000000+00:00\", \"2023-01-20 13:12:03.000000+00:00\"], \"session_ids\": [\"b04d4151-dfd1-4dbe-84b0-36acf5788e94\", \"d1d435f5-e9ae-408d-b9d3-42c4e2029521\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.817}, \"4844\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-02-25 08:04:59.000000+00:00\", \"2019-04-27 09:05:51.000000+00:00\"], \"session_ids\": [\"47081d94-83df-4b33-8521-534470c4ab74\", \"a2dae897-21c7-4241-8e6f-37f2e4d3d61a\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.26}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are greater than 4"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\"]]}, \"all_values\": {\"total_sessions\": [[4, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"90213\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-01-24 18:42:39.000000+00:00\", \"2019-02-03 19:24:47.000000+00:00\", \"2019-02-02 18:36:09.000000+00:00\", \"2020-04-15 14:42:25.000000+00:00\", \"2019-11-07 06:30:24.000000+00:00\"], \"session_ids\": [\"509a725b-f3b8-46f5-8e0f-d385120d9455\", \"9b1083f7-ceb0-42d8-bd26-133ba94fd0d3\", \"e022582e-0eea-41d7-9744-765205b224fe\", \"be6c5258-61bd-4527-88be-b0ef00311948\", \"9b99ab86-49fc-460d-bdf7-a9697d4e1f47\"], \"total_duration\": 533.0, \"total_sessions\": 5, \"mean_week_duration\": 5.125}, \"65333\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-02-14 12:28:14.000000+00:00\", \"2022-01-01 15:50:48.000000+00:00\", \"2019-07-14 22:50:57.000000+00:00\", \"2020-10-12 06:05:18.000000+00:00\", \"2020-02-26 19:47:42.000000+00:00\", \"2020-07-13 03:05:28.000000+00:00\", \"2021-05-17 02:51:15.000000+00:00\", \"2023-04-01 06:50:26.000000+00:00\", \"2022-12-26 20:01:24.000000+00:00\", \"2023-01-06 03:25:24.000000+00:00\"], \"session_ids\": [\"41bb7d8c-f0ae-4da2-bdc9-4dbefdcec869\", \"beec74f6-11d1-4d06-bd2f-3f215b82b15c\", \"a648187b-6a9d-4bb7-b6ae-1a89fb156715\", \"f94ae027-6f6c-4093-90c9-330ffa0d61fa\", \"9a8a86dc-4213-4e13-8fc3-1a000ead44a1\", \"31873906-5439-4849-a89d-f1ebb661a58a\", \"c4473aff-ebed-43d7-9031-8883f9f7ccf3\", \"fc196bd7-1ec8-45a0-89f4-21b92a0c052c\", \"08b7d2e4-4b16-4465-b7ce-c5a8f11f8bf0\", \"db6d5850-3c4d-45c2-9a04-dc64fe1aba8a\"], \"total_duration\": 18701.0, \"total_sessions\": 10, \"mean_week_duration\": 86.579}, \"47342\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-18 01:57:45.000000+00:00\", \"2020-01-20 16:36:42.000000+00:00\", \"2019-12-28 03:48:18.000000+00:00\", \"2022-06-23 12:22:54.000000+00:00\", \"2022-08-24 08:22:17.000000+00:00\", \"2019-11-01 19:29:48.000000+00:00\", \"2019-05-21 19:57:00.000000+00:00\", \"2019-12-21 18:57:17.000000+00:00\", \"2020-11-16 05:50:00.000000+00:00\", \"2021-07-14 23:04:50.000000+00:00\", \"2021-09-23 15:07:33.000000+00:00\"], \"session_ids\": [\"122ef184-778e-4bce-bb83-52dcfc3a6534\", \"ff906d07-2f10-45f3-9dca-6034a248ec9a\", \"3000dd77-c5fb-46ca-8fb3-7800b04d70e6\", \"4204c2e2-ae2c-405d-becc-7dbdc59c4bce\", \"8bf6df66-a969-42f4-aa58-a3efd6713470\", \"33078c98-f5ab-4e90-82c5-0b461057e96d\", \"313d51b6-6c0d-40e6-951e-94b0db782d67\", \"b57a41ca-5fef-4906-93a9-85ad04753608\", \"7f87caad-e378-43d1-9ef0-874352dcfaf8\", \"f3b698d5-9f66-4bd2-b957-fbb119714aed\", \"8e83df1c-a54d-4da4-af1c-95ad6555f2cd\"], \"total_duration\": 568.0, \"total_sessions\": 11, \"mean_week_duration\": 3.341}}\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[{\"47342\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-18 01:57:45.000000+00:00\", \"2020-01-20 16:36:42.000000+00:00\", \"2019-12-28 03:48:18.000000+00:00\", \"2022-06-23 12:22:54.000000+00:00\", \"2022-08-24 08:22:17.000000+00:00\", \"2019-11-01 19:29:48.000000+00:00\", \"2019-05-21 19:57:00.000000+00:00\", \"2019-12-21 18:57:17.000000+00:00\", \"2020-11-16 05:50:00.000000+00:00\", \"2021-07-14 23:04:50.000000+00:00\", \"2021-09-23 15:07:33.000000+00:00\"], \"session_ids\": [\"122ef184-778e-4bce-bb83-52dcfc3a6534\", \"ff906d07-2f10-45f3-9dca-6034a248ec9a\", \"3000dd77-c5fb-46ca-8fb3-7800b04d70e6\", \"4204c2e2-ae2c-405d-becc-7dbdc59c4bce\", \"8bf6df66-a969-42f4-aa58-a3efd6713470\", \"33078c98-f5ab-4e90-82c5-0b461057e96d\", \"313d51b6-6c0d-40e6-951e-94b0db782d67\", \"b57a41ca-5fef-4906-93a9-85ad04753608\", \"7f87caad-e378-43d1-9ef0-874352dcfaf8\", \"f3b698d5-9f66-4bd2-b957-fbb119714aed\", \"8e83df1c-a54d-4da4-af1c-95ad6555f2cd\"], \"total_duration\": 568.0, \"total_sessions\": 11, \"mean_week_duration\": 3.341}}, {\"90213\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-01-24 18:42:39.000000+00:00\", \"2019-02-03 19:24:47.000000+00:00\", \"2019-02-02 18:36:09.000000+00:00\", \"2020-04-15 14:42:25.000000+00:00\", \"2019-11-07 06:30:24.000000+00:00\"], \"session_ids\": [\"509a725b-f3b8-46f5-8e0f-d385120d9455\", \"9b1083f7-ceb0-42d8-bd26-133ba94fd0d3\", \"e022582e-0eea-41d7-9744-765205b224fe\", \"be6c5258-61bd-4527-88be-b0ef00311948\", \"9b99ab86-49fc-460d-bdf7-a9697d4e1f47\"], \"total_duration\": 533.0, \"total_sessions\": 5, \"mean_week_duration\": 5.125}}, {\"65333\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-02-14 12:28:14.000000+00:00\", \"2022-01-01 15:50:48.000000+00:00\", \"2019-07-14 22:50:57.000000+00:00\", \"2020-10-12 06:05:18.000000+00:00\", \"2020-02-26 19:47:42.000000+00:00\", \"2020-07-13 03:05:28.000000+00:00\", \"2021-05-17 02:51:15.000000+00:00\", \"2023-04-01 06:50:26.000000+00:00\", \"2022-12-26 20:01:24.000000+00:00\", \"2023-01-06 03:25:24.000000+00:00\"], \"session_ids\": [\"41bb7d8c-f0ae-4da2-bdc9-4dbefdcec869\", \"beec74f6-11d1-4d06-bd2f-3f215b82b15c\", \"a648187b-6a9d-4bb7-b6ae-1a89fb156715\", \"f94ae027-6f6c-4093-90c9-330ffa0d61fa\", \"9a8a86dc-4213-4e13-8fc3-1a000ead44a1\", \"31873906-5439-4849-a89d-f1ebb661a58a\", \"c4473aff-ebed-43d7-9031-8883f9f7ccf3\", \"fc196bd7-1ec8-45a0-89f4-21b92a0c052c\", \"08b7d2e4-4b16-4465-b7ce-c5a8f11f8bf0\", \"db6d5850-3c4d-45c2-9a04-dc64fe1aba8a\"], \"total_duration\": 18701.0, \"total_sessions\": 10, \"mean_week_duration\": 86.579}}]\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[{\"47342\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-18 01:57:45.000000+00:00\", \"2020-01-20 16:36:42.000000+00:00\", \"2019-12-28 03:48:18.000000+00:00\", \"2022-06-23 12:22:54.000000+00:00\", \"2022-08-24 08:22:17.000000+00:00\", \"2019-11-01 19:29:48.000000+00:00\", \"2019-05-21 19:57:00.000000+00:00\", \"2019-12-21 18:57:17.000000+00:00\", \"2020-11-16 05:50:00.000000+00:00\", \"2021-07-14 23:04:50.000000+00:00\", \"2021-09-23 15:07:33.000000+00:00\"], \"session_ids\": [\"122ef184-778e-4bce-bb83-52dcfc3a6534\", \"ff906d07-2f10-45f3-9dca-6034a248ec9a\", \"3000dd77-c5fb-46ca-8fb3-7800b04d70e6\", \"4204c2e2-ae2c-405d-becc-7dbdc59c4bce\", \"8bf6df66-a969-42f4-aa58-a3efd6713470\", \"33078c98-f5ab-4e90-82c5-0b461057e96d\", \"313d51b6-6c0d-40e6-951e-94b0db782d67\", \"b57a41ca-5fef-4906-93a9-85ad04753608\", \"7f87caad-e378-43d1-9ef0-874352dcfaf8\", \"f3b698d5-9f66-4bd2-b957-fbb119714aed\", \"8e83df1c-a54d-4da4-af1c-95ad6555f2cd\"], \"total_duration\": 568.0, \"total_sessions\": 11, \"mean_week_duration\": 3.341}}, {\"90213\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-01-24 18:42:39.000000+00:00\", \"2019-02-03 19:24:47.000000+00:00\", \"2019-02-02 18:36:09.000000+00:00\", \"2020-04-15 14:42:25.000000+00:00\", \"2019-11-07 06:30:24.000000+00:00\"], \"session_ids\": [\"509a725b-f3b8-46f5-8e0f-d385120d9455\", \"9b1083f7-ceb0-42d8-bd26-133ba94fd0d3\", \"e022582e-0eea-41d7-9744-765205b224fe\", \"be6c5258-61bd-4527-88be-b0ef00311948\", \"9b99ab86-49fc-460d-bdf7-a9697d4e1f47\"], \"total_duration\": 533.0, \"total_sessions\": 5, \"mean_week_duration\": 5.125}}, {\"65333\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-02-14 12:28:14.000000+00:00\", \"2022-01-01 15:50:48.000000+00:00\", \"2019-07-14 22:50:57.000000+00:00\", \"2020-10-12 06:05:18.000000+00:00\", \"2020-02-26 19:47:42.000000+00:00\", \"2020-07-13 03:05:28.000000+00:00\", \"2021-05-17 02:51:15.000000+00:00\", \"2023-04-01 06:50:26.000000+00:00\", \"2022-12-26 20:01:24.000000+00:00\", \"2023-01-06 03:25:24.000000+00:00\"], \"session_ids\": [\"41bb7d8c-f0ae-4da2-bdc9-4dbefdcec869\", \"beec74f6-11d1-4d06-bd2f-3f215b82b15c\", \"a648187b-6a9d-4bb7-b6ae-1a89fb156715\", \"f94ae027-6f6c-4093-90c9-330ffa0d61fa\", \"9a8a86dc-4213-4e13-8fc3-1a000ead44a1\", \"31873906-5439-4849-a89d-f1ebb661a58a\", \"c4473aff-ebed-43d7-9031-8883f9f7ccf3\", \"fc196bd7-1ec8-45a0-89f4-21b92a0c052c\", \"08b7d2e4-4b16-4465-b7ce-c5a8f11f8bf0\", \"db6d5850-3c4d-45c2-9a04-dc64fe1aba8a\"], \"total_duration\": 18701.0, \"total_sessions\": 10, \"mean_week_duration\": 86.579}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me an information about 8 users who have time in app per week = 9 and carry out sorting by total sessions in descending + keep only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"62393\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-02-08 16:43:43.000000+00:00\", \"2022-01-20 23:43:18.000000+00:00\", \"2019-10-25 07:16:18.000000+00:00\", \"2019-03-30 19:35:23.000000+00:00\", \"2019-04-18 11:17:30.000000+00:00\"], \"session_ids\": [\"e4be5e49-abd2-4282-9fae-1fd24861eee2\", \"522ec42d-c2e1-40aa-bfe4-b221cbd036d4\", \"a9af308f-0d27-407d-92cf-7d757297ebd3\", \"ccf3efda-6e91-443f-a35f-83d97db6454a\", \"5cba160c-e97a-4db4-a2ca-19635a1b8a7c\"], \"total_duration\": 3452.0, \"total_sessions\": 5, \"mean_week_duration\": 23.013}, \"92002\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"Athens\", \"datetimes\": [\"2022-11-21 05:05:08.000000+00:00\", \"2019-04-20 15:48:09.000000+00:00\", \"2022-09-26 22:08:37.000000+00:00\", \"2021-10-01 16:29:13.000000+00:00\", \"2023-05-11 11:26:06.000000+00:00\", \"2022-06-11 15:52:14.000000+00:00\", \"2019-03-18 20:10:02.000000+00:00\", \"2020-09-11 23:13:57.000000+00:00\"], \"session_ids\": [\"2b50c44a-d445-4f48-a5ee-387040e92be1\", \"999e173f-55fa-4e8d-8f31-9bd9c765a697\", \"fa0fcb1d-7fb0-4f6b-99c4-c9c125b2e1cf\", \"97723d4b-5fba-4ffd-b477-8ce70e7cfba3\", \"7228aa90-5f22-4159-815c-836f928abfa6\", \"ff7e6454-6953-4934-9e28-926e7e85d7cc\", \"4ea26412-33a8-4d3c-b54c-60848faaebfb\", \"e2bd991e-d0d4-46b6-b948-410cf48a3f30\"], \"total_duration\": 1809.0, \"total_sessions\": 8, \"mean_week_duration\": 8.336}, \"85669\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2021-06-03 19:10:51.000000+00:00\", \"2022-02-26 18:16:09.000000+00:00\"], \"session_ids\": [\"e0165add-d2b2-43b1-83f3-f1fc6d842e3f\", \"c9235c0b-6d0d-4332-85ef-066c514dcf4c\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 5.795}, \"70491\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-08-15 19:00:02.000000+00:00\", \"2019-06-29 06:40:05.000000+00:00\", \"2021-01-05 07:27:44.000000+00:00\", \"2022-09-17 23:40:00.000000+00:00\", \"2022-08-01 15:57:09.000000+00:00\", \"2020-04-01 04:35:52.000000+00:00\", \"2021-06-10 05:54:42.000000+00:00\"], \"session_ids\": [\"38facad1-af14-4914-ab4f-48b536e8b7da\", \"32af6f9e-ae84-46d6-b892-278685f83f8b\", \"7fde1c04-f5b0-4f42-b5a1-4da4a57b08a5\", \"f8117dd4-8a76-447d-8bc0-86d57200d2ec\", \"52080668-3dd4-4179-adb9-eac3fac39d99\", \"912d006d-2671-43e9-b694-6e494d9fc04c\", \"7923d4f8-2ad4-4839-9a1b-8bb7137ce46e\"], \"total_duration\": 197.0, \"total_sessions\": 7, \"mean_week_duration\": 1.173}, \"58641\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-12-29 16:23:00.000000+00:00\", \"2022-05-03 05:33:06.000000+00:00\", \"2022-05-02 17:50:00.000000+00:00\", \"2021-06-20 15:30:24.000000+00:00\", \"2021-02-13 07:57:12.000000+00:00\", \"2020-09-10 02:52:46.000000+00:00\", \"2020-06-25 23:44:29.000000+00:00\", \"2019-12-04 02:59:03.000000+00:00\", \"2020-10-16 00:17:41.000000+00:00\", \"2021-11-10 20:28:02.000000+00:00\"], \"session_ids\": [\"d5b6b3c5-5acc-4888-b6cd-abc504b37ddc\", \"d8f1cd58-dab2-47c3-a357-69d6b184311f\", \"8e77b56c-d0c0-42de-82f2-06674259c311\", \"186c5719-b944-462b-a767-e8e470695ac3\", \"a58dda61-0c6d-4e66-b761-52f063d73d81\", \"926c1df4-3f9b-49b3-ae79-06ad2f5cee53\", \"d89f053f-a107-4afc-a845-ad420eddfd63\", \"435298ae-7b56-49ac-8a9e-54a498160c66\", \"a72f2a5c-2353-4114-b9a6-e508f22c2205\", \"9dafa58d-bfa2-4939-ac12-6ea5e819ca49\"], \"total_duration\": 3180.0, \"total_sessions\": 10, \"mean_week_duration\": 25.238}, \"62594\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-10-16 19:52:10.000000+00:00\", \"2020-03-27 01:03:37.000000+00:00\"], \"session_ids\": [\"d34da3c9-4977-4a8c-bcd4-9dab72d31cf5\", \"c36c57b7-e43b-47bb-b645-3567c9776b13\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 0.784}, \"73509\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-06-12 06:40:46.000000+00:00\", \"2020-09-09 02:46:39.000000+00:00\"], \"session_ids\": [\"8e7aa9d8-b7b9-40ec-bd32-befb54d8d290\", \"c52eda8e-75d4-4875-bfcd-a370a21f6d73\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 5.554}, \"65267\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-03-29 00:07:11.000000+00:00\", \"2021-04-22 03:20:31.000000+00:00\"], \"session_ids\": [\"9e8ee766-a82a-438d-bb77-91d2e52760a6\", \"bc426638-4f17-4146-8cc9-f110930be95d\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 1.393}, \"99357\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 4, \"Apply Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-08-11 05:03:59.000000+00:00\", \"2023-05-25 22:02:03.000000+00:00\"], \"session_ids\": [\"bb530775-6156-4a34-8e4f-f01067f0f302\", \"28b2046d-a9a0-40f5-868b-32c50351f53d\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.878}, \"20813\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-12-25 07:37:45.000000+00:00\", \"2022-09-08 08:02:15.000000+00:00\", \"2022-10-04 21:03:43.000000+00:00\"], \"session_ids\": [\"fdbcfd23-def6-4820-8a48-e3f65890c74c\", \"1a281760-6f9b-4c0e-9802-93aafa3f3ab8\", \"7fca7a65-2674-4e56-94b0-6d3c5c9684e9\"], \"total_duration\": 185.0, \"total_sessions\": 3, \"mean_week_duration\": 11.562}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are 9"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[9, 40]]}}}\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": "I'm curious about 8 users with a total duration that is = 333 and apply sorting by total_sessions descendingly as well as display only 2 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"56765\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-06-30 02:33:18.000000+00:00\", \"2020-01-21 22:15:37.000000+00:00\", \"2019-12-07 10:58:48.000000+00:00\", \"2021-02-13 04:24:07.000000+00:00\", \"2020-04-04 16:38:03.000000+00:00\"], \"session_ids\": [\"4090e600-5843-47e0-b886-9341b98028bb\", \"24a2105d-23e9-42ee-862a-47006d14fc1d\", \"050cad7b-7fd6-4f2d-8de2-08971fbd839c\", \"2cc53a61-def3-43ee-8c1c-1a437ee5a31f\", \"77a93dc1-7792-4715-99be-f0f95b3b0806\"], \"total_duration\": 1308.0, \"total_sessions\": 5, \"mean_week_duration\": 21.097}, \"23842\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-07 03:37:43.000000+00:00\", \"2019-10-07 14:35:48.000000+00:00\"], \"session_ids\": [\"91e43691-40ae-435f-93bd-dbad788c0c99\", \"8b9eba99-e408-43a8-b737-87c1923957fb\"], \"total_duration\": 389.0, \"total_sessions\": 2, \"mean_week_duration\": 14.962}, \"90389\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-10-05 17:19:10.000000+00:00\", \"2019-07-01 03:06:48.000000+00:00\", \"2020-08-09 15:58:07.000000+00:00\", \"2020-09-24 15:15:50.000000+00:00\"], \"session_ids\": [\"ffe4357e-07c8-40c9-92d5-4c81802be4a6\", \"00f28ba2-93f0-485e-b0b3-edbf881c4b79\", \"be5c2ae1-d343-48aa-9ff9-96ebe88c4692\", \"cae3999f-ece8-4c60-b454-b1e63d5a2146\"], \"total_duration\": 1798.0, \"total_sessions\": 4, \"mean_week_duration\": 27.662}, \"19727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 6}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-10-30 17:19:17.000000+00:00\", \"2020-09-08 13:22:16.000000+00:00\", \"2023-02-12 13:31:48.000000+00:00\", \"2021-10-18 22:05:22.000000+00:00\", \"2022-10-01 10:57:40.000000+00:00\", \"2020-06-01 22:45:26.000000+00:00\"], \"session_ids\": [\"7bdef81e-f773-461a-bf8b-bb2af77e327b\", \"48f1f549-79ea-44fb-962f-733f31d7072a\", \"5ced62f0-47d5-46e0-8b35-38176d698a57\", \"dfcd8004-5cf4-4ecd-a32c-146246b45037\", \"fd19f799-5668-4353-bad8-1ca4b6dc24c9\", \"cc8874b7-b8b9-449e-8c28-635f3a125f6f\"], \"total_duration\": 236.0, \"total_sessions\": 6, \"mean_week_duration\": 1.674}, \"32660\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-09-21 23:05:15.000000+00:00\", \"2022-12-01 07:56:43.000000+00:00\"], \"session_ids\": [\"f845cd20-6ea0-4bc1-975d-2a8245912a6f\", \"a53eba95-e22c-49f2-8c72-9f8716f6991e\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.296}, \"66662\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-29 07:46:08.000000+00:00\", \"2021-12-07 23:44:17.000000+00:00\", \"2022-12-16 10:53:33.000000+00:00\", \"2019-07-23 09:51:00.000000+00:00\", \"2021-01-19 23:49:59.000000+00:00\", \"2022-08-04 02:45:03.000000+00:00\"], \"session_ids\": [\"a9f45641-8594-4370-adc1-3f9652c2cf77\", \"f82e1bd5-6e23-4dcd-aca2-807471b3ae8f\", \"41c66f48-f6a0-4f80-98d0-f78abcfa2e10\", \"e2338b13-8d7e-4258-99ea-a1670e38ee9c\", \"ab5b2037-a540-4363-a694-b170b590235a\", \"d723d489-4820-4107-9c63-11f8c615bc5f\"], \"total_duration\": 1922.0, \"total_sessions\": 6, \"mean_week_duration\": 10.798}, \"86080\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-11-13 19:41:02.000000+00:00\", \"2022-09-16 05:27:50.000000+00:00\", \"2019-11-08 18:37:21.000000+00:00\", \"2020-12-15 06:15:37.000000+00:00\"], \"session_ids\": [\"eca9ca16-f6dd-4695-9340-e3b793d940b7\", \"9a2bc374-0f3f-4b54-bb7c-9d47827bbf9c\", \"9e19d387-38a9-4be8-aec1-7ac8649cec53\", \"227ac897-2504-4548-988f-1a0e67cdf02e\"], \"total_duration\": 391.0, \"total_sessions\": 4, \"mean_week_duration\": 2.475}, \"88020\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-08-01 07:52:49.000000+00:00\", \"2023-02-22 03:00:59.000000+00:00\"], \"session_ids\": [\"325f7b81-f95e-4138-ae90-ddd3bae38ae9\", \"22ee5629-9f60-42a4-a93f-0201d675768a\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 0.627}, \"96596\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-01-06 21:07:05.000000+00:00\", \"2020-06-09 06:44:43.000000+00:00\", \"2022-02-27 15:56:47.000000+00:00\", \"2021-02-09 20:09:30.000000+00:00\", \"2022-11-18 13:36:27.000000+00:00\", \"2019-07-22 14:30:19.000000+00:00\", \"2022-07-21 21:00:09.000000+00:00\"], \"session_ids\": [\"0dfc6d08-4a41-43a1-b034-41508ae8a562\", \"691b150c-108a-44ca-81fc-87408e2e2429\", \"fe0b5a1d-b93a-4a57-9fe2-3491a586406e\", \"9fa7149f-b3f2-4648-88d6-2d13007e5cb7\", \"9d26841d-0ceb-4100-8304-fa11e31631fb\", \"c60485f1-bac2-45d0-b564-91bfa6abe05c\", \"7d6124b5-2166-4d94-beea-811d53848950\"], \"total_duration\": 5444.0, \"total_sessions\": 7, \"mean_week_duration\": 30.077}, \"37063\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-08-01 00:42:30.000000+00:00\", \"2020-12-21 12:05:05.000000+00:00\"], \"session_ids\": [\"abf290a4-6670-44ea-bcf0-ae24d192c0c7\", \"c4be5642-1306-43af-aa8d-4bf56b4f28c2\"], \"total_duration\": 305.0, \"total_sessions\": 2, \"mean_week_duration\": 14.524}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are 333"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"==\"]]}, \"all_values\": {\"total_duration\": [[333, 3974]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the 8 users whose mean week duration is smaller than 19 and bigger than 26 in addition perform sorting by time spent on the site per week form the lowest to the highest."
}
] |
[
{
"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{\"95334\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-19 05:13:18.000000+00:00\", \"2019-05-24 04:56:55.000000+00:00\", \"2020-04-07 05:09:12.000000+00:00\", \"2020-06-23 17:21:44.000000+00:00\"], \"session_ids\": [\"58a47809-eefb-4636-9737-0c527e193dae\", \"f32915f5-13c4-4935-9c26-5203bf00d1c1\", \"76763e7f-6bfa-4fef-ae07-ed62801e0fad\", \"c3423a16-694a-4da5-a98b-e370a2f8bcab\"], \"total_duration\": 287.0, \"total_sessions\": 4, \"mean_week_duration\": 3.021}, \"27349\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-04-17 16:31:23.000000+00:00\", \"2020-05-21 05:14:51.000000+00:00\", \"2021-06-25 04:34:25.000000+00:00\", \"2021-12-07 16:18:29.000000+00:00\", \"2022-11-23 21:27:09.000000+00:00\", \"2021-04-13 21:50:39.000000+00:00\"], \"session_ids\": [\"1abdf0ca-c76b-4775-b713-a384440ce011\", \"6671a529-8a3e-4fbb-8341-65c28dabd326\", \"3ea090c1-767f-436a-8790-fae61d0b8508\", \"c724d0d7-a141-4bce-adda-1a6cf93dbd29\", \"4a6dbdd7-7265-4843-90d0-20ef09ca9fdf\", \"13a0e67b-d9d2-4306-a32e-5cae63518943\"], \"total_duration\": 1151.0, \"total_sessions\": 6, \"mean_week_duration\": 6.122}, \"84703\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2021-12-03 16:27:00.000000+00:00\", \"2022-01-14 10:52:52.000000+00:00\", \"2020-11-22 16:49:26.000000+00:00\"], \"session_ids\": [\"e4deaf57-baf0-494d-930a-059953f65675\", \"ddf64e45-6e4e-40c0-9704-2d05a6dfda49\", \"cec52a45-e47a-4a5d-9773-a12c87154dee\"], \"total_duration\": 56.0, \"total_sessions\": 3, \"mean_week_duration\": 0.933}, \"52506\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-08-24 17:00:59.000000+00:00\", \"2021-03-20 11:36:06.000000+00:00\"], \"session_ids\": [\"a49de655-b296-4a1e-b97e-9533d6200049\", \"eb6cfd80-4154-4d2d-8863-852b82977ca3\"], \"total_duration\": 286.0, \"total_sessions\": 2, \"mean_week_duration\": 9.533}, \"29044\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-11-03 11:29:16.000000+00:00\", \"2021-12-28 12:03:53.000000+00:00\", \"2020-12-27 13:40:55.000000+00:00\", \"2021-11-01 17:47:35.000000+00:00\", \"2022-01-27 03:59:44.000000+00:00\", \"2021-11-16 20:10:14.000000+00:00\"], \"session_ids\": [\"1a1482b7-367c-407d-a92a-1368b3a8f9c0\", \"40c8dd44-b6f3-478c-800b-b0edd9c699ae\", \"83b8eb7a-687a-4b0c-8b2a-3dd3ec2ead05\", \"8c24470c-4577-41c5-8ce5-73dac2079f79\", \"170cf395-c404-4f1c-93d8-cc0b9deb8838\", \"ce0f8b8a-bf80-4b07-a7b4-cc962afaa2c6\"], \"total_duration\": 3759.0, \"total_sessions\": 6, \"mean_week_duration\": 65.947}, \"21080\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-03-27 18:52:21.000000+00:00\", \"2020-01-22 00:00:15.000000+00:00\"], \"session_ids\": [\"ee3be160-9387-4301-add6-9881a72714dd\", \"f59ce084-714a-4c8d-9308-87f2a6411be1\"], \"total_duration\": 462.0, \"total_sessions\": 2, \"mean_week_duration\": 7.452}, \"66679\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-11-12 16:50:45.000000+00:00\", \"2019-05-26 04:23:48.000000+00:00\", \"2019-01-17 18:48:35.000000+00:00\", \"2020-01-11 09:35:16.000000+00:00\", \"2021-07-04 02:49:06.000000+00:00\", \"2022-06-04 04:57:44.000000+00:00\"], \"session_ids\": [\"415c8da6-ddea-4e9e-9db8-0004318ab4b8\", \"4155367b-2808-4b4a-8f12-7cb80fb9081d\", \"094d3b36-d6cf-460d-9fe0-d5c455c2833e\", \"1594bec1-bea2-40b7-8662-cd1c6825b8d1\", \"277ce98a-4f41-4245-ae6f-41f3e92b3a59\", \"811266f3-b849-4dfa-9c7c-9b0733d4d355\"], \"total_duration\": 1434.0, \"total_sessions\": 6, \"mean_week_duration\": 8.102}, \"44515\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-03-21 14:16:03.000000+00:00\", \"2019-10-02 05:43:02.000000+00:00\", \"2019-03-05 00:54:12.000000+00:00\"], \"session_ids\": [\"66c6447b-3635-4375-b62c-2bd03f4568b2\", \"b42e0552-471f-438b-8cc2-643edd6fa876\", \"6b5f9800-4db8-4058-8692-498215a7a761\"], \"total_duration\": 76.0, \"total_sessions\": 3, \"mean_week_duration\": 0.478}, \"24851\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2019-05-14 05:29:22.000000+00:00\", \"2019-10-15 11:24:07.000000+00:00\", \"2021-09-16 05:26:58.000000+00:00\", \"2023-02-10 18:06:31.000000+00:00\"], \"session_ids\": [\"a8be64c1-5fd0-439b-ba4e-f72cdc8362e2\", \"83f88fa0-0f81-4c73-aba9-369c18a1c150\", \"32b3a1eb-cfd0-471a-9116-ba1f312a28d5\", \"42432e61-4db7-4060-ae9e-ca2798370839\"], \"total_duration\": 532.0, \"total_sessions\": 4, \"mean_week_duration\": 2.714}, \"25833\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-10 19:33:31.000000+00:00\", \"2023-04-11 13:15:53.000000+00:00\", \"2021-06-18 07:24:34.000000+00:00\"], \"session_ids\": [\"4a65e859-fad6-4721-9a44-3858685ee5cd\", \"94abf0aa-cb52-4e9e-adea-2af52e1d3b8e\", \"e1ba0842-2ea8-4ac4-8b54-f7dcc51fc6a0\"], \"total_duration\": 78.0, \"total_sessions\": 3, \"mean_week_duration\": 0.821}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are equal or less than 19 and are equal or greater than 26"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[19, 26]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"95334\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-19 05:13:18.000000+00:00\", \"2019-05-24 04:56:55.000000+00:00\", \"2020-04-07 05:09:12.000000+00:00\", \"2020-06-23 17:21:44.000000+00:00\"], \"session_ids\": [\"58a47809-eefb-4636-9737-0c527e193dae\", \"f32915f5-13c4-4935-9c26-5203bf00d1c1\", \"76763e7f-6bfa-4fef-ae07-ed62801e0fad\", \"c3423a16-694a-4da5-a98b-e370a2f8bcab\"], \"total_duration\": 287.0, \"total_sessions\": 4, \"mean_week_duration\": 3.021}, \"27349\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-04-17 16:31:23.000000+00:00\", \"2020-05-21 05:14:51.000000+00:00\", \"2021-06-25 04:34:25.000000+00:00\", \"2021-12-07 16:18:29.000000+00:00\", \"2022-11-23 21:27:09.000000+00:00\", \"2021-04-13 21:50:39.000000+00:00\"], \"session_ids\": [\"1abdf0ca-c76b-4775-b713-a384440ce011\", \"6671a529-8a3e-4fbb-8341-65c28dabd326\", \"3ea090c1-767f-436a-8790-fae61d0b8508\", \"c724d0d7-a141-4bce-adda-1a6cf93dbd29\", \"4a6dbdd7-7265-4843-90d0-20ef09ca9fdf\", \"13a0e67b-d9d2-4306-a32e-5cae63518943\"], \"total_duration\": 1151.0, \"total_sessions\": 6, \"mean_week_duration\": 6.122}, \"84703\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2021-12-03 16:27:00.000000+00:00\", \"2022-01-14 10:52:52.000000+00:00\", \"2020-11-22 16:49:26.000000+00:00\"], \"session_ids\": [\"e4deaf57-baf0-494d-930a-059953f65675\", \"ddf64e45-6e4e-40c0-9704-2d05a6dfda49\", \"cec52a45-e47a-4a5d-9773-a12c87154dee\"], \"total_duration\": 56.0, \"total_sessions\": 3, \"mean_week_duration\": 0.933}, \"52506\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-08-24 17:00:59.000000+00:00\", \"2021-03-20 11:36:06.000000+00:00\"], \"session_ids\": [\"a49de655-b296-4a1e-b97e-9533d6200049\", \"eb6cfd80-4154-4d2d-8863-852b82977ca3\"], \"total_duration\": 286.0, \"total_sessions\": 2, \"mean_week_duration\": 9.533}, \"21080\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-03-27 18:52:21.000000+00:00\", \"2020-01-22 00:00:15.000000+00:00\"], \"session_ids\": [\"ee3be160-9387-4301-add6-9881a72714dd\", \"f59ce084-714a-4c8d-9308-87f2a6411be1\"], \"total_duration\": 462.0, \"total_sessions\": 2, \"mean_week_duration\": 7.452}, \"66679\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-11-12 16:50:45.000000+00:00\", \"2019-05-26 04:23:48.000000+00:00\", \"2019-01-17 18:48:35.000000+00:00\", \"2020-01-11 09:35:16.000000+00:00\", \"2021-07-04 02:49:06.000000+00:00\", \"2022-06-04 04:57:44.000000+00:00\"], \"session_ids\": [\"415c8da6-ddea-4e9e-9db8-0004318ab4b8\", \"4155367b-2808-4b4a-8f12-7cb80fb9081d\", \"094d3b36-d6cf-460d-9fe0-d5c455c2833e\", \"1594bec1-bea2-40b7-8662-cd1c6825b8d1\", \"277ce98a-4f41-4245-ae6f-41f3e92b3a59\", \"811266f3-b849-4dfa-9c7c-9b0733d4d355\"], \"total_duration\": 1434.0, \"total_sessions\": 6, \"mean_week_duration\": 8.102}, \"44515\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-03-21 14:16:03.000000+00:00\", \"2019-10-02 05:43:02.000000+00:00\", \"2019-03-05 00:54:12.000000+00:00\"], \"session_ids\": [\"66c6447b-3635-4375-b62c-2bd03f4568b2\", \"b42e0552-471f-438b-8cc2-643edd6fa876\", \"6b5f9800-4db8-4058-8692-498215a7a761\"], \"total_duration\": 76.0, \"total_sessions\": 3, \"mean_week_duration\": 0.478}, \"24851\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2019-05-14 05:29:22.000000+00:00\", \"2019-10-15 11:24:07.000000+00:00\", \"2021-09-16 05:26:58.000000+00:00\", \"2023-02-10 18:06:31.000000+00:00\"], \"session_ids\": [\"a8be64c1-5fd0-439b-ba4e-f72cdc8362e2\", \"83f88fa0-0f81-4c73-aba9-369c18a1c150\", \"32b3a1eb-cfd0-471a-9116-ba1f312a28d5\", \"42432e61-4db7-4060-ae9e-ca2798370839\"], \"total_duration\": 532.0, \"total_sessions\": 4, \"mean_week_duration\": 2.714}, \"25833\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-10 19:33:31.000000+00:00\", \"2023-04-11 13:15:53.000000+00:00\", \"2021-06-18 07:24:34.000000+00:00\"], \"session_ids\": [\"4a65e859-fad6-4721-9a44-3858685ee5cd\", \"94abf0aa-cb52-4e9e-adea-2af52e1d3b8e\", \"e1ba0842-2ea8-4ac4-8b54-f7dcc51fc6a0\"], \"total_duration\": 78.0, \"total_sessions\": 3, \"mean_week_duration\": 0.821}, \"29044\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-11-03 11:29:16.000000+00:00\", \"2021-12-28 12:03:53.000000+00:00\", \"2020-12-27 13:40:55.000000+00:00\", \"2021-11-01 17:47:35.000000+00:00\", \"2022-01-27 03:59:44.000000+00:00\", \"2021-11-16 20:10:14.000000+00:00\"], \"session_ids\": [\"1a1482b7-367c-407d-a92a-1368b3a8f9c0\", \"40c8dd44-b6f3-478c-800b-b0edd9c699ae\", \"83b8eb7a-687a-4b0c-8b2a-3dd3ec2ead05\", \"8c24470c-4577-41c5-8ce5-73dac2079f79\", \"170cf395-c404-4f1c-93d8-cc0b9deb8838\", \"ce0f8b8a-bf80-4b07-a7b4-cc962afaa2c6\"], \"total_duration\": 3759.0, \"total_sessions\": 6, \"mean_week_duration\": 65.947}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"44515\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-03-21 14:16:03.000000+00:00\", \"2019-10-02 05:43:02.000000+00:00\", \"2019-03-05 00:54:12.000000+00:00\"], \"session_ids\": [\"66c6447b-3635-4375-b62c-2bd03f4568b2\", \"b42e0552-471f-438b-8cc2-643edd6fa876\", \"6b5f9800-4db8-4058-8692-498215a7a761\"], \"total_duration\": 76.0, \"total_sessions\": 3, \"mean_week_duration\": 0.478}}, {\"25833\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-10 19:33:31.000000+00:00\", \"2023-04-11 13:15:53.000000+00:00\", \"2021-06-18 07:24:34.000000+00:00\"], \"session_ids\": [\"4a65e859-fad6-4721-9a44-3858685ee5cd\", \"94abf0aa-cb52-4e9e-adea-2af52e1d3b8e\", \"e1ba0842-2ea8-4ac4-8b54-f7dcc51fc6a0\"], \"total_duration\": 78.0, \"total_sessions\": 3, \"mean_week_duration\": 0.821}}, {\"84703\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2021-12-03 16:27:00.000000+00:00\", \"2022-01-14 10:52:52.000000+00:00\", \"2020-11-22 16:49:26.000000+00:00\"], \"session_ids\": [\"e4deaf57-baf0-494d-930a-059953f65675\", \"ddf64e45-6e4e-40c0-9704-2d05a6dfda49\", \"cec52a45-e47a-4a5d-9773-a12c87154dee\"], \"total_duration\": 56.0, \"total_sessions\": 3, \"mean_week_duration\": 0.933}}, {\"24851\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2019-05-14 05:29:22.000000+00:00\", \"2019-10-15 11:24:07.000000+00:00\", \"2021-09-16 05:26:58.000000+00:00\", \"2023-02-10 18:06:31.000000+00:00\"], \"session_ids\": [\"a8be64c1-5fd0-439b-ba4e-f72cdc8362e2\", \"83f88fa0-0f81-4c73-aba9-369c18a1c150\", \"32b3a1eb-cfd0-471a-9116-ba1f312a28d5\", \"42432e61-4db7-4060-ae9e-ca2798370839\"], \"total_duration\": 532.0, \"total_sessions\": 4, \"mean_week_duration\": 2.714}}, {\"95334\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-19 05:13:18.000000+00:00\", \"2019-05-24 04:56:55.000000+00:00\", \"2020-04-07 05:09:12.000000+00:00\", \"2020-06-23 17:21:44.000000+00:00\"], \"session_ids\": [\"58a47809-eefb-4636-9737-0c527e193dae\", \"f32915f5-13c4-4935-9c26-5203bf00d1c1\", \"76763e7f-6bfa-4fef-ae07-ed62801e0fad\", \"c3423a16-694a-4da5-a98b-e370a2f8bcab\"], \"total_duration\": 287.0, \"total_sessions\": 4, \"mean_week_duration\": 3.021}}, {\"27349\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-04-17 16:31:23.000000+00:00\", \"2020-05-21 05:14:51.000000+00:00\", \"2021-06-25 04:34:25.000000+00:00\", \"2021-12-07 16:18:29.000000+00:00\", \"2022-11-23 21:27:09.000000+00:00\", \"2021-04-13 21:50:39.000000+00:00\"], \"session_ids\": [\"1abdf0ca-c76b-4775-b713-a384440ce011\", \"6671a529-8a3e-4fbb-8341-65c28dabd326\", \"3ea090c1-767f-436a-8790-fae61d0b8508\", \"c724d0d7-a141-4bce-adda-1a6cf93dbd29\", \"4a6dbdd7-7265-4843-90d0-20ef09ca9fdf\", \"13a0e67b-d9d2-4306-a32e-5cae63518943\"], \"total_duration\": 1151.0, \"total_sessions\": 6, \"mean_week_duration\": 6.122}}, {\"21080\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-03-27 18:52:21.000000+00:00\", \"2020-01-22 00:00:15.000000+00:00\"], \"session_ids\": [\"ee3be160-9387-4301-add6-9881a72714dd\", \"f59ce084-714a-4c8d-9308-87f2a6411be1\"], \"total_duration\": 462.0, \"total_sessions\": 2, \"mean_week_duration\": 7.452}}, {\"66679\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-11-12 16:50:45.000000+00:00\", \"2019-05-26 04:23:48.000000+00:00\", \"2019-01-17 18:48:35.000000+00:00\", \"2020-01-11 09:35:16.000000+00:00\", \"2021-07-04 02:49:06.000000+00:00\", \"2022-06-04 04:57:44.000000+00:00\"], \"session_ids\": [\"415c8da6-ddea-4e9e-9db8-0004318ab4b8\", \"4155367b-2808-4b4a-8f12-7cb80fb9081d\", \"094d3b36-d6cf-460d-9fe0-d5c455c2833e\", \"1594bec1-bea2-40b7-8662-cd1c6825b8d1\", \"277ce98a-4f41-4245-ae6f-41f3e92b3a59\", \"811266f3-b849-4dfa-9c7c-9b0733d4d355\"], \"total_duration\": 1434.0, \"total_sessions\": 6, \"mean_week_duration\": 8.102}}, {\"52506\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-08-24 17:00:59.000000+00:00\", \"2021-03-20 11:36:06.000000+00:00\"], \"session_ids\": [\"a49de655-b296-4a1e-b97e-9533d6200049\", \"eb6cfd80-4154-4d2d-8863-852b82977ca3\"], \"total_duration\": 286.0, \"total_sessions\": 2, \"mean_week_duration\": 9.533}}, {\"29044\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-11-03 11:29:16.000000+00:00\", \"2021-12-28 12:03:53.000000+00:00\", \"2020-12-27 13:40:55.000000+00:00\", \"2021-11-01 17:47:35.000000+00:00\", \"2022-01-27 03:59:44.000000+00:00\", \"2021-11-16 20:10:14.000000+00:00\"], \"session_ids\": [\"1a1482b7-367c-407d-a92a-1368b3a8f9c0\", \"40c8dd44-b6f3-478c-800b-b0edd9c699ae\", \"83b8eb7a-687a-4b0c-8b2a-3dd3ec2ead05\", \"8c24470c-4577-41c5-8ce5-73dac2079f79\", \"170cf395-c404-4f1c-93d8-cc0b9deb8838\", \"ce0f8b8a-bf80-4b07-a7b4-cc962afaa2c6\"], \"total_duration\": 3759.0, \"total_sessions\": 6, \"mean_week_duration\": 65.947}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 8 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"44515\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-03-21 14:16:03.000000+00:00\", \"2019-10-02 05:43:02.000000+00:00\", \"2019-03-05 00:54:12.000000+00:00\"], \"session_ids\": [\"66c6447b-3635-4375-b62c-2bd03f4568b2\", \"b42e0552-471f-438b-8cc2-643edd6fa876\", \"6b5f9800-4db8-4058-8692-498215a7a761\"], \"total_duration\": 76.0, \"total_sessions\": 3, \"mean_week_duration\": 0.478}}, {\"25833\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-10 19:33:31.000000+00:00\", \"2023-04-11 13:15:53.000000+00:00\", \"2021-06-18 07:24:34.000000+00:00\"], \"session_ids\": [\"4a65e859-fad6-4721-9a44-3858685ee5cd\", \"94abf0aa-cb52-4e9e-adea-2af52e1d3b8e\", \"e1ba0842-2ea8-4ac4-8b54-f7dcc51fc6a0\"], \"total_duration\": 78.0, \"total_sessions\": 3, \"mean_week_duration\": 0.821}}, {\"84703\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2021-12-03 16:27:00.000000+00:00\", \"2022-01-14 10:52:52.000000+00:00\", \"2020-11-22 16:49:26.000000+00:00\"], \"session_ids\": [\"e4deaf57-baf0-494d-930a-059953f65675\", \"ddf64e45-6e4e-40c0-9704-2d05a6dfda49\", \"cec52a45-e47a-4a5d-9773-a12c87154dee\"], \"total_duration\": 56.0, \"total_sessions\": 3, \"mean_week_duration\": 0.933}}, {\"24851\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2019-05-14 05:29:22.000000+00:00\", \"2019-10-15 11:24:07.000000+00:00\", \"2021-09-16 05:26:58.000000+00:00\", \"2023-02-10 18:06:31.000000+00:00\"], \"session_ids\": [\"a8be64c1-5fd0-439b-ba4e-f72cdc8362e2\", \"83f88fa0-0f81-4c73-aba9-369c18a1c150\", \"32b3a1eb-cfd0-471a-9116-ba1f312a28d5\", \"42432e61-4db7-4060-ae9e-ca2798370839\"], \"total_duration\": 532.0, \"total_sessions\": 4, \"mean_week_duration\": 2.714}}, {\"95334\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-19 05:13:18.000000+00:00\", \"2019-05-24 04:56:55.000000+00:00\", \"2020-04-07 05:09:12.000000+00:00\", \"2020-06-23 17:21:44.000000+00:00\"], \"session_ids\": [\"58a47809-eefb-4636-9737-0c527e193dae\", \"f32915f5-13c4-4935-9c26-5203bf00d1c1\", \"76763e7f-6bfa-4fef-ae07-ed62801e0fad\", \"c3423a16-694a-4da5-a98b-e370a2f8bcab\"], \"total_duration\": 287.0, \"total_sessions\": 4, \"mean_week_duration\": 3.021}}, {\"27349\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-04-17 16:31:23.000000+00:00\", \"2020-05-21 05:14:51.000000+00:00\", \"2021-06-25 04:34:25.000000+00:00\", \"2021-12-07 16:18:29.000000+00:00\", \"2022-11-23 21:27:09.000000+00:00\", \"2021-04-13 21:50:39.000000+00:00\"], \"session_ids\": [\"1abdf0ca-c76b-4775-b713-a384440ce011\", \"6671a529-8a3e-4fbb-8341-65c28dabd326\", \"3ea090c1-767f-436a-8790-fae61d0b8508\", \"c724d0d7-a141-4bce-adda-1a6cf93dbd29\", \"4a6dbdd7-7265-4843-90d0-20ef09ca9fdf\", \"13a0e67b-d9d2-4306-a32e-5cae63518943\"], \"total_duration\": 1151.0, \"total_sessions\": 6, \"mean_week_duration\": 6.122}}, {\"21080\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-03-27 18:52:21.000000+00:00\", \"2020-01-22 00:00:15.000000+00:00\"], \"session_ids\": [\"ee3be160-9387-4301-add6-9881a72714dd\", \"f59ce084-714a-4c8d-9308-87f2a6411be1\"], \"total_duration\": 462.0, \"total_sessions\": 2, \"mean_week_duration\": 7.452}}, {\"66679\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-11-12 16:50:45.000000+00:00\", \"2019-05-26 04:23:48.000000+00:00\", \"2019-01-17 18:48:35.000000+00:00\", \"2020-01-11 09:35:16.000000+00:00\", \"2021-07-04 02:49:06.000000+00:00\", \"2022-06-04 04:57:44.000000+00:00\"], \"session_ids\": [\"415c8da6-ddea-4e9e-9db8-0004318ab4b8\", \"4155367b-2808-4b4a-8f12-7cb80fb9081d\", \"094d3b36-d6cf-460d-9fe0-d5c455c2833e\", \"1594bec1-bea2-40b7-8662-cd1c6825b8d1\", \"277ce98a-4f41-4245-ae6f-41f3e92b3a59\", \"811266f3-b849-4dfa-9c7c-9b0733d4d355\"], \"total_duration\": 1434.0, \"total_sessions\": 6, \"mean_week_duration\": 8.102}}]\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[{\"44515\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-03-21 14:16:03.000000+00:00\", \"2019-10-02 05:43:02.000000+00:00\", \"2019-03-05 00:54:12.000000+00:00\"], \"session_ids\": [\"66c6447b-3635-4375-b62c-2bd03f4568b2\", \"b42e0552-471f-438b-8cc2-643edd6fa876\", \"6b5f9800-4db8-4058-8692-498215a7a761\"], \"total_duration\": 76.0, \"total_sessions\": 3, \"mean_week_duration\": 0.478}}, {\"25833\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-10 19:33:31.000000+00:00\", \"2023-04-11 13:15:53.000000+00:00\", \"2021-06-18 07:24:34.000000+00:00\"], \"session_ids\": [\"4a65e859-fad6-4721-9a44-3858685ee5cd\", \"94abf0aa-cb52-4e9e-adea-2af52e1d3b8e\", \"e1ba0842-2ea8-4ac4-8b54-f7dcc51fc6a0\"], \"total_duration\": 78.0, \"total_sessions\": 3, \"mean_week_duration\": 0.821}}, {\"84703\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2021-12-03 16:27:00.000000+00:00\", \"2022-01-14 10:52:52.000000+00:00\", \"2020-11-22 16:49:26.000000+00:00\"], \"session_ids\": [\"e4deaf57-baf0-494d-930a-059953f65675\", \"ddf64e45-6e4e-40c0-9704-2d05a6dfda49\", \"cec52a45-e47a-4a5d-9773-a12c87154dee\"], \"total_duration\": 56.0, \"total_sessions\": 3, \"mean_week_duration\": 0.933}}, {\"24851\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2019-05-14 05:29:22.000000+00:00\", \"2019-10-15 11:24:07.000000+00:00\", \"2021-09-16 05:26:58.000000+00:00\", \"2023-02-10 18:06:31.000000+00:00\"], \"session_ids\": [\"a8be64c1-5fd0-439b-ba4e-f72cdc8362e2\", \"83f88fa0-0f81-4c73-aba9-369c18a1c150\", \"32b3a1eb-cfd0-471a-9116-ba1f312a28d5\", \"42432e61-4db7-4060-ae9e-ca2798370839\"], \"total_duration\": 532.0, \"total_sessions\": 4, \"mean_week_duration\": 2.714}}, {\"95334\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-19 05:13:18.000000+00:00\", \"2019-05-24 04:56:55.000000+00:00\", \"2020-04-07 05:09:12.000000+00:00\", \"2020-06-23 17:21:44.000000+00:00\"], \"session_ids\": [\"58a47809-eefb-4636-9737-0c527e193dae\", \"f32915f5-13c4-4935-9c26-5203bf00d1c1\", \"76763e7f-6bfa-4fef-ae07-ed62801e0fad\", \"c3423a16-694a-4da5-a98b-e370a2f8bcab\"], \"total_duration\": 287.0, \"total_sessions\": 4, \"mean_week_duration\": 3.021}}, {\"27349\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-04-17 16:31:23.000000+00:00\", \"2020-05-21 05:14:51.000000+00:00\", \"2021-06-25 04:34:25.000000+00:00\", \"2021-12-07 16:18:29.000000+00:00\", \"2022-11-23 21:27:09.000000+00:00\", \"2021-04-13 21:50:39.000000+00:00\"], \"session_ids\": [\"1abdf0ca-c76b-4775-b713-a384440ce011\", \"6671a529-8a3e-4fbb-8341-65c28dabd326\", \"3ea090c1-767f-436a-8790-fae61d0b8508\", \"c724d0d7-a141-4bce-adda-1a6cf93dbd29\", \"4a6dbdd7-7265-4843-90d0-20ef09ca9fdf\", \"13a0e67b-d9d2-4306-a32e-5cae63518943\"], \"total_duration\": 1151.0, \"total_sessions\": 6, \"mean_week_duration\": 6.122}}, {\"21080\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-03-27 18:52:21.000000+00:00\", \"2020-01-22 00:00:15.000000+00:00\"], \"session_ids\": [\"ee3be160-9387-4301-add6-9881a72714dd\", \"f59ce084-714a-4c8d-9308-87f2a6411be1\"], \"total_duration\": 462.0, \"total_sessions\": 2, \"mean_week_duration\": 7.452}}, {\"66679\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-11-12 16:50:45.000000+00:00\", \"2019-05-26 04:23:48.000000+00:00\", \"2019-01-17 18:48:35.000000+00:00\", \"2020-01-11 09:35:16.000000+00:00\", \"2021-07-04 02:49:06.000000+00:00\", \"2022-06-04 04:57:44.000000+00:00\"], \"session_ids\": [\"415c8da6-ddea-4e9e-9db8-0004318ab4b8\", \"4155367b-2808-4b4a-8f12-7cb80fb9081d\", \"094d3b36-d6cf-460d-9fe0-d5c455c2833e\", \"1594bec1-bea2-40b7-8662-cd1c6825b8d1\", \"277ce98a-4f41-4245-ae6f-41f3e92b3a59\", \"811266f3-b849-4dfa-9c7c-9b0733d4d355\"], \"total_duration\": 1434.0, \"total_sessions\": 6, \"mean_week_duration\": 8.102}}]\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 time using the app per week is strictly greater than 5 also apply sorting by duration total desc , remain only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"75580\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-10-14 01:13:34.000000+00:00\", \"2023-04-29 16:23:24.000000+00:00\"], \"session_ids\": [\"2184cfde-43fb-4011-b267-906034a98122\", \"ffb4e06d-aa0d-4e95-8512-e9602e71c76b\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 9.897}, \"71180\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-07-13 13:49:25.000000+00:00\", \"2021-06-07 10:11:05.000000+00:00\", \"2023-02-17 21:47:00.000000+00:00\"], \"session_ids\": [\"ad3992bd-8103-4098-af7e-b9587b6066fd\", \"5d5f7c0c-1594-40fb-82c8-e2dd1a7cbd68\", \"1caf3948-a5c2-4bc8-98dd-f5006fbd4497\"], \"total_duration\": 542.0, \"total_sessions\": 3, \"mean_week_duration\": 3.985}, \"3608\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-08-21 21:58:58.000000+00:00\", \"2019-11-03 11:53:22.000000+00:00\", \"2019-02-06 16:11:55.000000+00:00\"], \"session_ids\": [\"aaee90a4-ab10-44e5-8182-bb72fd8f2329\", \"135dbba6-d502-4a31-a8d7-15cf65845fb1\", \"7f875d37-740a-4fb3-afbb-58ad13d45309\"], \"total_duration\": 129.0, \"total_sessions\": 3, \"mean_week_duration\": 0.697}, \"55328\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-12-02 07:44:10.000000+00:00\", \"2021-11-21 17:59:43.000000+00:00\", \"2021-06-23 10:13:24.000000+00:00\"], \"session_ids\": [\"7955ff64-0fee-4ced-8863-77f3c430e67d\", \"d52838f4-5b76-4c68-9ba2-3df498f8eaae\", \"dc142085-a68b-4c9d-be9a-dad3aff6619c\"], \"total_duration\": 571.0, \"total_sessions\": 3, \"mean_week_duration\": 7.513}, \"5086\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-05-22 12:19:59.000000+00:00\", \"2023-03-29 18:53:13.000000+00:00\", \"2020-04-11 16:32:42.000000+00:00\", \"2020-06-13 14:57:26.000000+00:00\", \"2021-01-27 09:17:43.000000+00:00\", \"2021-02-28 20:02:29.000000+00:00\"], \"session_ids\": [\"3281b412-d364-48c7-b22b-5d8a2c7d1d68\", \"9705da1a-3da4-413e-a2e0-829cd694793f\", \"377e7d6a-a0b7-4321-a8b6-6146abfaafda\", \"d3dc6f22-ceba-40e8-81d3-f09a70a7a3b2\", \"0edb3419-76b3-422f-adaa-323a0ca360a9\", \"b8a9f5bf-c751-4acc-8216-166edd192f02\"], \"total_duration\": 367.0, \"total_sessions\": 6, \"mean_week_duration\": 2.368}, \"68749\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-04-17 10:50:47.000000+00:00\", \"2020-05-12 22:15:36.000000+00:00\", \"2022-04-13 05:33:37.000000+00:00\", \"2023-06-07 04:32:05.000000+00:00\", \"2023-04-07 09:09:36.000000+00:00\", \"2021-12-01 20:14:55.000000+00:00\"], \"session_ids\": [\"415995e6-f6e9-4da9-9b45-b1fbf5b49e0c\", \"b08d9141-2053-4f59-8892-ffb3e1cf3533\", \"84f8c4e7-21ba-460b-83e9-8e3816a03084\", \"02f2665a-828d-4e2c-b430-f0fcfdd8a914\", \"580565ed-4c56-4822-be9a-caafe28c889d\", \"ba301963-f5e8-4b6b-a4b8-68e313ee26c7\"], \"total_duration\": 766.0, \"total_sessions\": 6, \"mean_week_duration\": 4.787}, \"39533\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-09-04 08:24:29.000000+00:00\", \"2022-08-12 15:03:44.000000+00:00\"], \"session_ids\": [\"545152ec-e46b-450d-bf04-ff8dcd54acaf\", \"fbea1253-4c1f-4414-a65f-f229fe96d5e8\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.208}, \"87186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-02-21 19:34:40.000000+00:00\", \"2020-02-08 09:49:11.000000+00:00\", \"2019-08-31 02:22:10.000000+00:00\"], \"session_ids\": [\"e8b3dbeb-041d-4b68-b6a0-30656e3a05f9\", \"01caab1c-38c9-4e50-b76b-41d9af4e802e\", \"2ec8167f-9e5c-4a62-94ce-2343f92c8abd\"], \"total_duration\": 435.0, \"total_sessions\": 3, \"mean_week_duration\": 5.577}, \"53747\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-05-09 19:01:38.000000+00:00\", \"2020-10-13 02:47:29.000000+00:00\"], \"session_ids\": [\"87684fba-b309-42d4-80b0-6dbfd03094cb\", \"289b6643-30f2-4280-bd88-050f17dde6aa\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 1.695}, \"99682\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2019-06-13 06:16:33.000000+00:00\", \"2022-04-18 10:07:36.000000+00:00\"], \"session_ids\": [\"c15e87b9-bb14-499f-b08a-63ad377abdd1\", \"cf6e2076-1787-4cca-b800-65acd36c3d58\"], \"total_duration\": 179.0, \"total_sessions\": 2, \"mean_week_duration\": 1.201}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are greater than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\"]]}, \"all_values\": {\"mean_week_duration\": [[5, 28]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"75580\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-10-14 01:13:34.000000+00:00\", \"2023-04-29 16:23:24.000000+00:00\"], \"session_ids\": [\"2184cfde-43fb-4011-b267-906034a98122\", \"ffb4e06d-aa0d-4e95-8512-e9602e71c76b\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 9.897}, \"55328\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-12-02 07:44:10.000000+00:00\", \"2021-11-21 17:59:43.000000+00:00\", \"2021-06-23 10:13:24.000000+00:00\"], \"session_ids\": [\"7955ff64-0fee-4ced-8863-77f3c430e67d\", \"d52838f4-5b76-4c68-9ba2-3df498f8eaae\", \"dc142085-a68b-4c9d-be9a-dad3aff6619c\"], \"total_duration\": 571.0, \"total_sessions\": 3, \"mean_week_duration\": 7.513}, \"87186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-02-21 19:34:40.000000+00:00\", \"2020-02-08 09:49:11.000000+00:00\", \"2019-08-31 02:22:10.000000+00:00\"], \"session_ids\": [\"e8b3dbeb-041d-4b68-b6a0-30656e3a05f9\", \"01caab1c-38c9-4e50-b76b-41d9af4e802e\", \"2ec8167f-9e5c-4a62-94ce-2343f92c8abd\"], \"total_duration\": 435.0, \"total_sessions\": 3, \"mean_week_duration\": 5.577}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"55328\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-12-02 07:44:10.000000+00:00\", \"2021-11-21 17:59:43.000000+00:00\", \"2021-06-23 10:13:24.000000+00:00\"], \"session_ids\": [\"7955ff64-0fee-4ced-8863-77f3c430e67d\", \"d52838f4-5b76-4c68-9ba2-3df498f8eaae\", \"dc142085-a68b-4c9d-be9a-dad3aff6619c\"], \"total_duration\": 571.0, \"total_sessions\": 3, \"mean_week_duration\": 7.513}}, {\"87186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-02-21 19:34:40.000000+00:00\", \"2020-02-08 09:49:11.000000+00:00\", \"2019-08-31 02:22:10.000000+00:00\"], \"session_ids\": [\"e8b3dbeb-041d-4b68-b6a0-30656e3a05f9\", \"01caab1c-38c9-4e50-b76b-41d9af4e802e\", \"2ec8167f-9e5c-4a62-94ce-2343f92c8abd\"], \"total_duration\": 435.0, \"total_sessions\": 3, \"mean_week_duration\": 5.577}}, {\"75580\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-10-14 01:13:34.000000+00:00\", \"2023-04-29 16:23:24.000000+00:00\"], \"session_ids\": [\"2184cfde-43fb-4011-b267-906034a98122\", \"ffb4e06d-aa0d-4e95-8512-e9602e71c76b\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 9.897}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"55328\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-12-02 07:44:10.000000+00:00\", \"2021-11-21 17:59:43.000000+00:00\", \"2021-06-23 10:13:24.000000+00:00\"], \"session_ids\": [\"7955ff64-0fee-4ced-8863-77f3c430e67d\", \"d52838f4-5b76-4c68-9ba2-3df498f8eaae\", \"dc142085-a68b-4c9d-be9a-dad3aff6619c\"], \"total_duration\": 571.0, \"total_sessions\": 3, \"mean_week_duration\": 7.513}}, {\"87186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-02-21 19:34:40.000000+00:00\", \"2020-02-08 09:49:11.000000+00:00\", \"2019-08-31 02:22:10.000000+00:00\"], \"session_ids\": [\"e8b3dbeb-041d-4b68-b6a0-30656e3a05f9\", \"01caab1c-38c9-4e50-b76b-41d9af4e802e\", \"2ec8167f-9e5c-4a62-94ce-2343f92c8abd\"], \"total_duration\": 435.0, \"total_sessions\": 3, \"mean_week_duration\": 5.577}}, {\"75580\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-10-14 01:13:34.000000+00:00\", \"2023-04-29 16:23:24.000000+00:00\"], \"session_ids\": [\"2184cfde-43fb-4011-b267-906034a98122\", \"ffb4e06d-aa0d-4e95-8512-e9602e71c76b\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 9.897}}]\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[{\"55328\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-12-02 07:44:10.000000+00:00\", \"2021-11-21 17:59:43.000000+00:00\", \"2021-06-23 10:13:24.000000+00:00\"], \"session_ids\": [\"7955ff64-0fee-4ced-8863-77f3c430e67d\", \"d52838f4-5b76-4c68-9ba2-3df498f8eaae\", \"dc142085-a68b-4c9d-be9a-dad3aff6619c\"], \"total_duration\": 571.0, \"total_sessions\": 3, \"mean_week_duration\": 7.513}}, {\"87186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-02-21 19:34:40.000000+00:00\", \"2020-02-08 09:49:11.000000+00:00\", \"2019-08-31 02:22:10.000000+00:00\"], \"session_ids\": [\"e8b3dbeb-041d-4b68-b6a0-30656e3a05f9\", \"01caab1c-38c9-4e50-b76b-41d9af4e802e\", \"2ec8167f-9e5c-4a62-94ce-2343f92c8abd\"], \"total_duration\": 435.0, \"total_sessions\": 3, \"mean_week_duration\": 5.577}}, {\"75580\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-10-14 01:13:34.000000+00:00\", \"2023-04-29 16:23:24.000000+00:00\"], \"session_ids\": [\"2184cfde-43fb-4011-b267-906034a98122\", \"ffb4e06d-aa0d-4e95-8512-e9602e71c76b\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 9.897}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I need to get information about 4 users who are users with lowest average of total time spent in the app per week additionaly sort by urban center name from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"60414\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-06-12 17:51:11.000000+00:00\", \"2022-08-24 22:25:51.000000+00:00\", \"2022-09-01 11:12:09.000000+00:00\"], \"session_ids\": [\"fd2102fc-d92e-4b40-ae8e-3789a49d7c90\", \"987f0c2a-36fa-4279-80c2-ee39391b2a54\", \"97f3fb40-937c-4847-b3de-ad8edcf41935\"], \"total_duration\": 639.0, \"total_sessions\": 3, \"mean_week_duration\": 5.509}, \"87479\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-07-09 04:27:14.000000+00:00\", \"2022-01-24 02:30:26.000000+00:00\", \"2021-05-02 15:46:42.000000+00:00\"], \"session_ids\": [\"3030aaab-be94-44c4-b21b-29dfa9b2a404\", \"21c86bb9-a6f0-4136-8422-eb442d30ebf0\", \"44025cc8-42fa-4d6d-9e8f-6602352ba662\"], \"total_duration\": 659.0, \"total_sessions\": 3, \"mean_week_duration\": 4.955}, \"8380\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-02-02 21:07:08.000000+00:00\", \"2021-08-11 23:29:40.000000+00:00\", \"2019-07-10 00:00:11.000000+00:00\"], \"session_ids\": [\"1e22fc63-f48d-40e0-89c4-64da78f0a2c1\", \"b168f63c-2341-4329-9d29-eb1da9309eea\", \"a47d174c-472b-4f0b-a39c-ef034aea1845\"], \"total_duration\": 145.0, \"total_sessions\": 3, \"mean_week_duration\": 1.098}, \"42650\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-01-20 14:18:00.000000+00:00\", \"2019-05-09 01:18:16.000000+00:00\", \"2019-01-17 15:54:02.000000+00:00\", \"2019-11-26 20:01:02.000000+00:00\", \"2022-11-25 06:28:06.000000+00:00\", \"2023-01-12 22:37:56.000000+00:00\", \"2019-05-07 21:38:13.000000+00:00\"], \"session_ids\": [\"a848feb9-9f5c-4dde-aecf-f84d99c0443c\", \"28331e5a-b7de-440b-b969-7bf441e481b0\", \"d3ade818-6545-4f64-8c4c-1379dd9a900b\", \"aca0b5d8-fea7-4551-86bf-1492d0a9f3f7\", \"0f6966ec-1319-4975-a98b-a2b019d8e030\", \"6ad889c9-8392-40a3-99a1-65fe78be5f3c\", \"823b6a96-2eab-4331-84cd-08924d7ed8c1\"], \"total_duration\": 910.0, \"total_sessions\": 7, \"mean_week_duration\": 4.354}, \"85737\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-03-20 11:45:56.000000+00:00\", \"2022-02-08 12:19:46.000000+00:00\"], \"session_ids\": [\"63e5cbaa-c016-481f-81eb-60f231d7ae3f\", \"70a7baba-ed05-49a0-95c3-c74d29dd12cb\"], \"total_duration\": 360.0, \"total_sessions\": 2, \"mean_week_duration\": 2.384}, \"18625\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-01-15 19:31:01.000000+00:00\", \"2023-02-15 19:14:24.000000+00:00\", \"2020-04-21 22:48:12.000000+00:00\", \"2020-09-16 14:07:25.000000+00:00\", \"2023-06-12 10:23:37.000000+00:00\", \"2020-06-01 08:45:54.000000+00:00\", \"2022-10-02 09:49:51.000000+00:00\"], \"session_ids\": [\"cdacf013-52c7-42e8-bc3f-f33c9274b288\", \"34347f2e-811d-4b62-9090-bb764111067f\", \"0393ade8-c493-4843-ac67-1d450d25bc6b\", \"6626db50-e80e-4cb1-bea7-355a28c9789e\", \"1efc793f-f263-4c4e-ac35-01ff998e7df3\", \"e09ee7fb-b58e-4ad3-bb46-7e340d78e625\", \"1642c4e6-69bf-4360-a9e0-18b753eb8c46\"], \"total_duration\": 10035.0, \"total_sessions\": 7, \"mean_week_duration\": 61.189}, \"88182\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-02 02:19:03.000000+00:00\", \"2023-06-10 07:48:26.000000+00:00\"], \"session_ids\": [\"5bcdabf5-7103-49a3-bdcf-ea1e61141284\", \"99eadc21-1639-4bed-8607-16ad7a45d050\"], \"total_duration\": 175.0, \"total_sessions\": 2, \"mean_week_duration\": 1.136}, \"13408\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-02-05 09:49:10.000000+00:00\", \"2019-11-11 20:15:26.000000+00:00\"], \"session_ids\": [\"6a7b7dfe-bb7a-481a-8384-d0744ffff5ff\", \"dfee931d-db5a-43ff-a725-fae665645e97\"], \"total_duration\": 289.0, \"total_sessions\": 2, \"mean_week_duration\": 2.47}, \"70157\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-04 04:04:42.000000+00:00\", \"2022-03-16 06:21:40.000000+00:00\"], \"session_ids\": [\"77c25a37-228d-47fd-977e-3cdb55e74fb7\", \"c77a3d3f-762f-4001-b2f9-0c7175754925\"], \"total_duration\": 281.0, \"total_sessions\": 2, \"mean_week_duration\": 1.993}, \"24848\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-21 03:04:07.000000+00:00\", \"2020-01-21 22:45:19.000000+00:00\", \"2021-02-07 01:01:21.000000+00:00\", \"2020-05-25 20:07:30.000000+00:00\", \"2023-06-27 17:07:34.000000+00:00\"], \"session_ids\": [\"01d28d6f-8ed5-4bcf-8055-6eafac5aa358\", \"fa9421bc-3d5a-4340-aa97-aba7f2a52ac8\", \"a81d4355-5b13-4747-9e8b-e869a2ecc39c\", \"8a00eb69-54a1-42f8-bdc8-7c15c416fd48\", \"6d0aa397-7de7-44e4-af21-2c36537286d8\"], \"total_duration\": 257.0, \"total_sessions\": 5, \"mean_week_duration\": 1.436}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the lowest 4 mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": false, \"quant_to_remain\": 4}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"8380\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-02-02 21:07:08.000000+00:00\", \"2021-08-11 23:29:40.000000+00:00\", \"2019-07-10 00:00:11.000000+00:00\"], \"session_ids\": [\"1e22fc63-f48d-40e0-89c4-64da78f0a2c1\", \"b168f63c-2341-4329-9d29-eb1da9309eea\", \"a47d174c-472b-4f0b-a39c-ef034aea1845\"], \"total_duration\": 145.0, \"total_sessions\": 3, \"mean_week_duration\": 1.098}}, {\"88182\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-02 02:19:03.000000+00:00\", \"2023-06-10 07:48:26.000000+00:00\"], \"session_ids\": [\"5bcdabf5-7103-49a3-bdcf-ea1e61141284\", \"99eadc21-1639-4bed-8607-16ad7a45d050\"], \"total_duration\": 175.0, \"total_sessions\": 2, \"mean_week_duration\": 1.136}}, {\"24848\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-21 03:04:07.000000+00:00\", \"2020-01-21 22:45:19.000000+00:00\", \"2021-02-07 01:01:21.000000+00:00\", \"2020-05-25 20:07:30.000000+00:00\", \"2023-06-27 17:07:34.000000+00:00\"], \"session_ids\": [\"01d28d6f-8ed5-4bcf-8055-6eafac5aa358\", \"fa9421bc-3d5a-4340-aa97-aba7f2a52ac8\", \"a81d4355-5b13-4747-9e8b-e869a2ecc39c\", \"8a00eb69-54a1-42f8-bdc8-7c15c416fd48\", \"6d0aa397-7de7-44e4-af21-2c36537286d8\"], \"total_duration\": 257.0, \"total_sessions\": 5, \"mean_week_duration\": 1.436}}, {\"70157\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-04 04:04:42.000000+00:00\", \"2022-03-16 06:21:40.000000+00:00\"], \"session_ids\": [\"77c25a37-228d-47fd-977e-3cdb55e74fb7\", \"c77a3d3f-762f-4001-b2f9-0c7175754925\"], \"total_duration\": 281.0, \"total_sessions\": 2, \"mean_week_duration\": 1.993}}]\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[{\"88182\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-02 02:19:03.000000+00:00\", \"2023-06-10 07:48:26.000000+00:00\"], \"session_ids\": [\"5bcdabf5-7103-49a3-bdcf-ea1e61141284\", \"99eadc21-1639-4bed-8607-16ad7a45d050\"], \"total_duration\": 175.0, \"total_sessions\": 2, \"mean_week_duration\": 1.136}}, {\"70157\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-04 04:04:42.000000+00:00\", \"2022-03-16 06:21:40.000000+00:00\"], \"session_ids\": [\"77c25a37-228d-47fd-977e-3cdb55e74fb7\", \"c77a3d3f-762f-4001-b2f9-0c7175754925\"], \"total_duration\": 281.0, \"total_sessions\": 2, \"mean_week_duration\": 1.993}}, {\"8380\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-02-02 21:07:08.000000+00:00\", \"2021-08-11 23:29:40.000000+00:00\", \"2019-07-10 00:00:11.000000+00:00\"], \"session_ids\": [\"1e22fc63-f48d-40e0-89c4-64da78f0a2c1\", \"b168f63c-2341-4329-9d29-eb1da9309eea\", \"a47d174c-472b-4f0b-a39c-ef034aea1845\"], \"total_duration\": 145.0, \"total_sessions\": 3, \"mean_week_duration\": 1.098}}, {\"24848\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-21 03:04:07.000000+00:00\", \"2020-01-21 22:45:19.000000+00:00\", \"2021-02-07 01:01:21.000000+00:00\", \"2020-05-25 20:07:30.000000+00:00\", \"2023-06-27 17:07:34.000000+00:00\"], \"session_ids\": [\"01d28d6f-8ed5-4bcf-8055-6eafac5aa358\", \"fa9421bc-3d5a-4340-aa97-aba7f2a52ac8\", \"a81d4355-5b13-4747-9e8b-e869a2ecc39c\", \"8a00eb69-54a1-42f8-bdc8-7c15c416fd48\", \"6d0aa397-7de7-44e4-af21-2c36537286d8\"], \"total_duration\": 257.0, \"total_sessions\": 5, \"mean_week_duration\": 1.436}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"88182\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-02 02:19:03.000000+00:00\", \"2023-06-10 07:48:26.000000+00:00\"], \"session_ids\": [\"5bcdabf5-7103-49a3-bdcf-ea1e61141284\", \"99eadc21-1639-4bed-8607-16ad7a45d050\"], \"total_duration\": 175.0, \"total_sessions\": 2, \"mean_week_duration\": 1.136}}, {\"70157\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-04 04:04:42.000000+00:00\", \"2022-03-16 06:21:40.000000+00:00\"], \"session_ids\": [\"77c25a37-228d-47fd-977e-3cdb55e74fb7\", \"c77a3d3f-762f-4001-b2f9-0c7175754925\"], \"total_duration\": 281.0, \"total_sessions\": 2, \"mean_week_duration\": 1.993}}, {\"8380\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-02-02 21:07:08.000000+00:00\", \"2021-08-11 23:29:40.000000+00:00\", \"2019-07-10 00:00:11.000000+00:00\"], \"session_ids\": [\"1e22fc63-f48d-40e0-89c4-64da78f0a2c1\", \"b168f63c-2341-4329-9d29-eb1da9309eea\", \"a47d174c-472b-4f0b-a39c-ef034aea1845\"], \"total_duration\": 145.0, \"total_sessions\": 3, \"mean_week_duration\": 1.098}}, {\"24848\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-21 03:04:07.000000+00:00\", \"2020-01-21 22:45:19.000000+00:00\", \"2021-02-07 01:01:21.000000+00:00\", \"2020-05-25 20:07:30.000000+00:00\", \"2023-06-27 17:07:34.000000+00:00\"], \"session_ids\": [\"01d28d6f-8ed5-4bcf-8055-6eafac5aa358\", \"fa9421bc-3d5a-4340-aa97-aba7f2a52ac8\", \"a81d4355-5b13-4747-9e8b-e869a2ecc39c\", \"8a00eb69-54a1-42f8-bdc8-7c15c416fd48\", \"6d0aa397-7de7-44e4-af21-2c36537286d8\"], \"total_duration\": 257.0, \"total_sessions\": 5, \"mean_week_duration\": 1.436}}]\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[{\"88182\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-02 02:19:03.000000+00:00\", \"2023-06-10 07:48:26.000000+00:00\"], \"session_ids\": [\"5bcdabf5-7103-49a3-bdcf-ea1e61141284\", \"99eadc21-1639-4bed-8607-16ad7a45d050\"], \"total_duration\": 175.0, \"total_sessions\": 2, \"mean_week_duration\": 1.136}}, {\"70157\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-04 04:04:42.000000+00:00\", \"2022-03-16 06:21:40.000000+00:00\"], \"session_ids\": [\"77c25a37-228d-47fd-977e-3cdb55e74fb7\", \"c77a3d3f-762f-4001-b2f9-0c7175754925\"], \"total_duration\": 281.0, \"total_sessions\": 2, \"mean_week_duration\": 1.993}}, {\"8380\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-02-02 21:07:08.000000+00:00\", \"2021-08-11 23:29:40.000000+00:00\", \"2019-07-10 00:00:11.000000+00:00\"], \"session_ids\": [\"1e22fc63-f48d-40e0-89c4-64da78f0a2c1\", \"b168f63c-2341-4329-9d29-eb1da9309eea\", \"a47d174c-472b-4f0b-a39c-ef034aea1845\"], \"total_duration\": 145.0, \"total_sessions\": 3, \"mean_week_duration\": 1.098}}, {\"24848\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-21 03:04:07.000000+00:00\", \"2020-01-21 22:45:19.000000+00:00\", \"2021-02-07 01:01:21.000000+00:00\", \"2020-05-25 20:07:30.000000+00:00\", \"2023-06-27 17:07:34.000000+00:00\"], \"session_ids\": [\"01d28d6f-8ed5-4bcf-8055-6eafac5aa358\", \"fa9421bc-3d5a-4340-aa97-aba7f2a52ac8\", \"a81d4355-5b13-4747-9e8b-e869a2ecc39c\", \"8a00eb69-54a1-42f8-bdc8-7c15c416fd48\", \"6d0aa397-7de7-44e4-af21-2c36537286d8\"], \"total_duration\": 257.0, \"total_sessions\": 5, \"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'm interested in learning about 5 users who live in cities Zurich, Kingston, Jakarta, Bangkok, Cairo, Seoul, Havana in addition implement sorting by duration summation in desc order , save only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"62543\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-03-08 12:22:41.000000+00:00\", \"2021-11-28 10:05:17.000000+00:00\", \"2020-05-24 11:31:34.000000+00:00\", \"2020-08-22 03:05:53.000000+00:00\", \"2022-02-14 20:37:43.000000+00:00\", \"2019-05-07 10:33:20.000000+00:00\"], \"session_ids\": [\"3cd4d35f-a491-4fea-a566-cd2a8418503b\", \"bbd794af-4d4d-488e-9c15-1e1e4a79ff9b\", \"bd056b01-69c5-42d2-8861-ca8724b11c88\", \"cfc0747d-8ebe-4425-94fa-cde8027de8de\", \"07d28a42-9ed8-4618-8beb-778b0492cdab\", \"d9b2d94e-74e6-48b7-96ef-c57ad40422b6\"], \"total_duration\": 4222.0, \"total_sessions\": 6, \"mean_week_duration\": 29.117}, \"33137\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-12-22 08:23:53.000000+00:00\", \"2021-11-09 10:51:19.000000+00:00\"], \"session_ids\": [\"09c76fe0-0bf0-4348-b458-1d1732e38710\", \"4ba68ebd-9280-411a-b730-5b25bd8fc63f\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 42.0}, \"51108\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-08-07 06:46:13.000000+00:00\", \"2023-04-18 15:47:42.000000+00:00\"], \"session_ids\": [\"47079bcb-2aee-4f82-9187-5c0056987990\", \"eb7efcca-3542-44d3-a190-9af28e1a9680\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.459}, \"56902\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-05-26 16:05:03.000000+00:00\", \"2022-08-20 23:29:34.000000+00:00\", \"2022-12-01 07:56:34.000000+00:00\", \"2021-07-31 04:17:12.000000+00:00\"], \"session_ids\": [\"779f0453-3d26-4203-bd1e-0cdda8c3a119\", \"8fd1fe60-70e1-4c28-88e3-df3efff95f27\", \"48fef05c-47cc-4ec2-9978-cf499551b5ce\", \"6de83f47-db27-406c-8ccd-7d803a93b022\"], \"total_duration\": 312.0, \"total_sessions\": 4, \"mean_week_duration\": 3.284}, \"69466\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-07-15 09:58:10.000000+00:00\", \"2020-07-26 06:00:02.000000+00:00\", \"2019-12-17 19:23:21.000000+00:00\"], \"session_ids\": [\"8bcdcf61-ea3c-4bce-828d-e30ba9f8c5eb\", \"7b15712c-2851-45df-9c2a-f6ac3a71cd99\", \"2143605d-e908-48e9-b77b-42d855679362\"], \"total_duration\": 749.0, \"total_sessions\": 3, \"mean_week_duration\": 5.548}, \"21130\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-06-19 09:07:26.000000+00:00\", \"2023-05-29 11:02:04.000000+00:00\"], \"session_ids\": [\"04332312-4af8-4485-8278-cc801ee3e56d\", \"d8cc5631-8179-4c0b-a0e7-9521cab9477f\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.26}, \"19723\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-03-21 19:24:49.000000+00:00\", \"2021-06-07 17:02:21.000000+00:00\", \"2019-10-07 22:13:36.000000+00:00\"], \"session_ids\": [\"821ec9a6-5bfe-4315-83d3-b645b054283b\", \"b2c180f8-bbfc-49b3-996f-a70317050db9\", \"2af6f89f-1f2e-4c7f-b1af-d0c114b9b2a2\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.491}, \"33442\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-06-22 07:44:57.000000+00:00\", \"2022-02-27 08:47:43.000000+00:00\"], \"session_ids\": [\"dae7b003-a388-48b6-8119-848044daae93\", \"acc32918-316b-4a8f-abf9-f20df77897a9\"], \"total_duration\": 289.0, \"total_sessions\": 2, \"mean_week_duration\": 2.05}, \"97623\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-04-24 23:12:08.000000+00:00\", \"2020-03-02 14:18:54.000000+00:00\", \"2020-07-16 21:08:23.000000+00:00\", \"2021-03-17 19:18:14.000000+00:00\", \"2020-06-07 18:02:14.000000+00:00\"], \"session_ids\": [\"223c9616-5075-46ff-bab3-950408ce1fea\", \"36ff0176-bdf8-45b2-8686-998353266d18\", \"80143f5d-111a-433e-868f-ca6989c98b46\", \"df8d4319-f83d-4965-b825-cbba10db05bc\", \"b383e675-9f64-4b44-8e80-c7ca8ceaf571\"], \"total_duration\": 1764.0, \"total_sessions\": 5, \"mean_week_duration\": 15.75}, \"86845\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-29 12:05:53.000000+00:00\", \"2019-02-13 04:04:39.000000+00:00\"], \"session_ids\": [\"0525c7bb-ace8-416b-9368-63036d0ace61\", \"8a28684d-7e10-48be-9694-6fa96b5fcd4d\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 2.524}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are Zurich, Kingston, Jakarta, Bangkok, Cairo, Seoul, Havana"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Zurich\", \"Kingston\", \"Jakarta\", \"Bangkok\", \"Cairo\", \"Seoul\", \"Havana\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"33137\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-12-22 08:23:53.000000+00:00\", \"2021-11-09 10:51:19.000000+00:00\"], \"session_ids\": [\"09c76fe0-0bf0-4348-b458-1d1732e38710\", \"4ba68ebd-9280-411a-b730-5b25bd8fc63f\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 42.0}, \"97623\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-04-24 23:12:08.000000+00:00\", \"2020-03-02 14:18:54.000000+00:00\", \"2020-07-16 21:08:23.000000+00:00\", \"2021-03-17 19:18:14.000000+00:00\", \"2020-06-07 18:02:14.000000+00:00\"], \"session_ids\": [\"223c9616-5075-46ff-bab3-950408ce1fea\", \"36ff0176-bdf8-45b2-8686-998353266d18\", \"80143f5d-111a-433e-868f-ca6989c98b46\", \"df8d4319-f83d-4965-b825-cbba10db05bc\", \"b383e675-9f64-4b44-8e80-c7ca8ceaf571\"], \"total_duration\": 1764.0, \"total_sessions\": 5, \"mean_week_duration\": 15.75}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"97623\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-04-24 23:12:08.000000+00:00\", \"2020-03-02 14:18:54.000000+00:00\", \"2020-07-16 21:08:23.000000+00:00\", \"2021-03-17 19:18:14.000000+00:00\", \"2020-06-07 18:02:14.000000+00:00\"], \"session_ids\": [\"223c9616-5075-46ff-bab3-950408ce1fea\", \"36ff0176-bdf8-45b2-8686-998353266d18\", \"80143f5d-111a-433e-868f-ca6989c98b46\", \"df8d4319-f83d-4965-b825-cbba10db05bc\", \"b383e675-9f64-4b44-8e80-c7ca8ceaf571\"], \"total_duration\": 1764.0, \"total_sessions\": 5, \"mean_week_duration\": 15.75}}, {\"33137\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-12-22 08:23:53.000000+00:00\", \"2021-11-09 10:51:19.000000+00:00\"], \"session_ids\": [\"09c76fe0-0bf0-4348-b458-1d1732e38710\", \"4ba68ebd-9280-411a-b730-5b25bd8fc63f\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 42.0}}]\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[{\"97623\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-04-24 23:12:08.000000+00:00\", \"2020-03-02 14:18:54.000000+00:00\", \"2020-07-16 21:08:23.000000+00:00\", \"2021-03-17 19:18:14.000000+00:00\", \"2020-06-07 18:02:14.000000+00:00\"], \"session_ids\": [\"223c9616-5075-46ff-bab3-950408ce1fea\", \"36ff0176-bdf8-45b2-8686-998353266d18\", \"80143f5d-111a-433e-868f-ca6989c98b46\", \"df8d4319-f83d-4965-b825-cbba10db05bc\", \"b383e675-9f64-4b44-8e80-c7ca8ceaf571\"], \"total_duration\": 1764.0, \"total_sessions\": 5, \"mean_week_duration\": 15.75}}, {\"33137\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-12-22 08:23:53.000000+00:00\", \"2021-11-09 10:51:19.000000+00:00\"], \"session_ids\": [\"09c76fe0-0bf0-4348-b458-1d1732e38710\", \"4ba68ebd-9280-411a-b730-5b25bd8fc63f\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 42.0}}]\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[{\"97623\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-04-24 23:12:08.000000+00:00\", \"2020-03-02 14:18:54.000000+00:00\", \"2020-07-16 21:08:23.000000+00:00\", \"2021-03-17 19:18:14.000000+00:00\", \"2020-06-07 18:02:14.000000+00:00\"], \"session_ids\": [\"223c9616-5075-46ff-bab3-950408ce1fea\", \"36ff0176-bdf8-45b2-8686-998353266d18\", \"80143f5d-111a-433e-868f-ca6989c98b46\", \"df8d4319-f83d-4965-b825-cbba10db05bc\", \"b383e675-9f64-4b44-8e80-c7ca8ceaf571\"], \"total_duration\": 1764.0, \"total_sessions\": 5, \"mean_week_duration\": 15.75}}, {\"33137\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-12-22 08:23:53.000000+00:00\", \"2021-11-09 10:51:19.000000+00:00\"], \"session_ids\": [\"09c76fe0-0bf0-4348-b458-1d1732e38710\", \"4ba68ebd-9280-411a-b730-5b25bd8fc63f\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 42.0}}]\n```\n\n```\n"
}
] |
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