conversations
list |
|---|
[
{
"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[{\"63758\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-01-02 17:32:08.000000+00:00\", \"2020-09-17 14:05:30.000000+00:00\", \"2021-10-24 14:10:52.000000+00:00\", \"2020-07-31 08:42:36.000000+00:00\", \"2023-06-01 10:02:11.000000+00:00\"], \"session_ids\": [\"53de9399-1b7f-4c04-a011-3a9ace9ab18b\", \"3d4e2149-e4f9-460e-8162-62555fbb19b8\", \"800de5b1-347d-4377-8f7b-b6d61ad1c34b\", \"d519b120-e49f-49d8-a2ab-e1d939b41f11\", \"df009046-8231-464d-b322-ca492e67bd5a\"], \"total_duration\": 348.0, \"total_sessions\": 5, \"mean_week_duration\": 1.955}}, {\"45806\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-12-12 20:52:48.000000+00:00\", \"2020-03-11 03:44:19.000000+00:00\", \"2021-01-20 05:46:57.000000+00:00\", \"2020-12-25 00:38:54.000000+00:00\"], \"session_ids\": [\"d8c40c77-8177-4a8f-a2d4-8c50da94838e\", \"c02dea2d-90a3-426d-bf83-b1b1e2b1a0b0\", \"2fd6ff2f-22de-4d23-a235-74aaf1ab6012\", \"89b1a834-c891-42d4-bbf2-589732da5ee9\"], \"total_duration\": 40.0, \"total_sessions\": 4, \"mean_week_duration\": 0.889}}, {\"6002\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-09-20 16:07:34.000000+00:00\", \"2020-11-30 15:15:33.000000+00:00\", \"2020-05-06 15:58:52.000000+00:00\"], \"session_ids\": [\"728d7131-217c-4eff-892b-9c09cd6f4761\", \"48fef704-034c-4890-89c0-93912720062e\", \"52c17f7d-9aca-4f35-8536-8677c943df0e\"], \"total_duration\": 763.0, \"total_sessions\": 3, \"mean_week_duration\": 6.153}}, {\"85351\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-11-24 10:15:06.000000+00:00\", \"2020-06-12 18:12:27.000000+00:00\", \"2022-12-11 23:29:17.000000+00:00\"], \"session_ids\": [\"a1ad6a43-821c-4e3c-a5bb-ee243750b484\", \"88f9da09-17e1-4bb9-ac86-0d35d8303e26\", \"a55c2dad-a628-4abd-837b-99ae32534ee7\"], \"total_duration\": 549.0, \"total_sessions\": 3, \"mean_week_duration\": 4.191}}, {\"93202\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-10-02 22:00:13.000000+00:00\", \"2021-07-22 19:35:29.000000+00:00\", \"2019-05-04 12:48:25.000000+00:00\"], \"session_ids\": [\"de242b4a-2938-4b7b-8a62-a30da53b2194\", \"55207390-1bb4-41df-9fbc-a29bc1bf08b8\", \"7b1950b0-6a67-4a80-b0e4-37452268526a\"], \"total_duration\": 846.0, \"total_sessions\": 3, \"mean_week_duration\": 7.293}}, {\"94131\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-03-23 13:37:34.000000+00:00\", \"2020-01-02 13:12:23.000000+00:00\", \"2019-02-26 17:59:20.000000+00:00\"], \"session_ids\": [\"77590a98-539d-4431-ba9b-157e1152ebf0\", \"ee9a0dd7-e056-436a-b271-32ba8a128247\", \"5a27a656-818d-4fae-87f5-619b4592597e\"], \"total_duration\": 258.0, \"total_sessions\": 3, \"mean_week_duration\": 1.211}}, {\"67644\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-03 09:35:49.000000+00:00\", \"2021-05-08 22:43:49.000000+00:00\", \"2023-05-21 12:31:33.000000+00:00\"], \"session_ids\": [\"a100c8bd-19c3-4fb3-be3b-8fc8b06c9931\", \"73c06898-a2d9-422c-acdf-afdaa44802f7\", \"73378085-648f-4b70-9fda-21ce70c37ee0\"], \"total_duration\": 927.0, \"total_sessions\": 3, \"mean_week_duration\": 8.745}}, {\"61713\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-02-14 08:13:45.000000+00:00\", \"2023-01-10 08:22:19.000000+00:00\"], \"session_ids\": [\"9c8b498f-1156-4527-8cd3-d9d9b7a1fa46\", \"16830769-6760-4cbb-bed1-eb2b58b69e88\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 1.26}}, {\"85868\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-03-04 10:45:58.000000+00:00\", \"2019-11-25 20:58:29.000000+00:00\"], \"session_ids\": [\"e3d4e8b1-4cfe-491a-8686-0f3b1ca46bc5\", \"75aad814-39bd-4a0f-aa0b-52a33ca7d471\"], \"total_duration\": 216.0, \"total_sessions\": 2, \"mean_week_duration\": 1.263}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 5 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"63758\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-01-02 17:32:08.000000+00:00\", \"2020-09-17 14:05:30.000000+00:00\", \"2021-10-24 14:10:52.000000+00:00\", \"2020-07-31 08:42:36.000000+00:00\", \"2023-06-01 10:02:11.000000+00:00\"], \"session_ids\": [\"53de9399-1b7f-4c04-a011-3a9ace9ab18b\", \"3d4e2149-e4f9-460e-8162-62555fbb19b8\", \"800de5b1-347d-4377-8f7b-b6d61ad1c34b\", \"d519b120-e49f-49d8-a2ab-e1d939b41f11\", \"df009046-8231-464d-b322-ca492e67bd5a\"], \"total_duration\": 348.0, \"total_sessions\": 5, \"mean_week_duration\": 1.955}}, {\"45806\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-12-12 20:52:48.000000+00:00\", \"2020-03-11 03:44:19.000000+00:00\", \"2021-01-20 05:46:57.000000+00:00\", \"2020-12-25 00:38:54.000000+00:00\"], \"session_ids\": [\"d8c40c77-8177-4a8f-a2d4-8c50da94838e\", \"c02dea2d-90a3-426d-bf83-b1b1e2b1a0b0\", \"2fd6ff2f-22de-4d23-a235-74aaf1ab6012\", \"89b1a834-c891-42d4-bbf2-589732da5ee9\"], \"total_duration\": 40.0, \"total_sessions\": 4, \"mean_week_duration\": 0.889}}, {\"6002\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-09-20 16:07:34.000000+00:00\", \"2020-11-30 15:15:33.000000+00:00\", \"2020-05-06 15:58:52.000000+00:00\"], \"session_ids\": [\"728d7131-217c-4eff-892b-9c09cd6f4761\", \"48fef704-034c-4890-89c0-93912720062e\", \"52c17f7d-9aca-4f35-8536-8677c943df0e\"], \"total_duration\": 763.0, \"total_sessions\": 3, \"mean_week_duration\": 6.153}}, {\"85351\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-11-24 10:15:06.000000+00:00\", \"2020-06-12 18:12:27.000000+00:00\", \"2022-12-11 23:29:17.000000+00:00\"], \"session_ids\": [\"a1ad6a43-821c-4e3c-a5bb-ee243750b484\", \"88f9da09-17e1-4bb9-ac86-0d35d8303e26\", \"a55c2dad-a628-4abd-837b-99ae32534ee7\"], \"total_duration\": 549.0, \"total_sessions\": 3, \"mean_week_duration\": 4.191}}, {\"93202\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-10-02 22:00:13.000000+00:00\", \"2021-07-22 19:35:29.000000+00:00\", \"2019-05-04 12:48:25.000000+00:00\"], \"session_ids\": [\"de242b4a-2938-4b7b-8a62-a30da53b2194\", \"55207390-1bb4-41df-9fbc-a29bc1bf08b8\", \"7b1950b0-6a67-4a80-b0e4-37452268526a\"], \"total_duration\": 846.0, \"total_sessions\": 3, \"mean_week_duration\": 7.293}}]\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[{\"63758\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-01-02 17:32:08.000000+00:00\", \"2020-09-17 14:05:30.000000+00:00\", \"2021-10-24 14:10:52.000000+00:00\", \"2020-07-31 08:42:36.000000+00:00\", \"2023-06-01 10:02:11.000000+00:00\"], \"session_ids\": [\"53de9399-1b7f-4c04-a011-3a9ace9ab18b\", \"3d4e2149-e4f9-460e-8162-62555fbb19b8\", \"800de5b1-347d-4377-8f7b-b6d61ad1c34b\", \"d519b120-e49f-49d8-a2ab-e1d939b41f11\", \"df009046-8231-464d-b322-ca492e67bd5a\"], \"total_duration\": 348.0, \"total_sessions\": 5, \"mean_week_duration\": 1.955}}, {\"45806\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-12-12 20:52:48.000000+00:00\", \"2020-03-11 03:44:19.000000+00:00\", \"2021-01-20 05:46:57.000000+00:00\", \"2020-12-25 00:38:54.000000+00:00\"], \"session_ids\": [\"d8c40c77-8177-4a8f-a2d4-8c50da94838e\", \"c02dea2d-90a3-426d-bf83-b1b1e2b1a0b0\", \"2fd6ff2f-22de-4d23-a235-74aaf1ab6012\", \"89b1a834-c891-42d4-bbf2-589732da5ee9\"], \"total_duration\": 40.0, \"total_sessions\": 4, \"mean_week_duration\": 0.889}}, {\"6002\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-09-20 16:07:34.000000+00:00\", \"2020-11-30 15:15:33.000000+00:00\", \"2020-05-06 15:58:52.000000+00:00\"], \"session_ids\": [\"728d7131-217c-4eff-892b-9c09cd6f4761\", \"48fef704-034c-4890-89c0-93912720062e\", \"52c17f7d-9aca-4f35-8536-8677c943df0e\"], \"total_duration\": 763.0, \"total_sessions\": 3, \"mean_week_duration\": 6.153}}, {\"85351\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-11-24 10:15:06.000000+00:00\", \"2020-06-12 18:12:27.000000+00:00\", \"2022-12-11 23:29:17.000000+00:00\"], \"session_ids\": [\"a1ad6a43-821c-4e3c-a5bb-ee243750b484\", \"88f9da09-17e1-4bb9-ac86-0d35d8303e26\", \"a55c2dad-a628-4abd-837b-99ae32534ee7\"], \"total_duration\": 549.0, \"total_sessions\": 3, \"mean_week_duration\": 4.191}}, {\"93202\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-10-02 22:00:13.000000+00:00\", \"2021-07-22 19:35:29.000000+00:00\", \"2019-05-04 12:48:25.000000+00:00\"], \"session_ids\": [\"de242b4a-2938-4b7b-8a62-a30da53b2194\", \"55207390-1bb4-41df-9fbc-a29bc1bf08b8\", \"7b1950b0-6a67-4a80-b0e4-37452268526a\"], \"total_duration\": 846.0, \"total_sessions\": 3, \"mean_week_duration\": 7.293}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about user whose sessions total is less than 2 (not including) and strictly greater than 9 , moreover carry out sorting by duration total decliningly."
}
] |
[
{
"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{\"12728\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-02-08 12:13:20.000000+00:00\", \"2023-02-02 03:21:21.000000+00:00\"], \"session_ids\": [\"e04000b3-d8b5-4b50-8b37-a02aafa945e8\", \"81651a5e-7c32-4717-8d64-1f68c92d19c3\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.5}, \"63620\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-06-18 02:34:33.000000+00:00\", \"2023-03-30 08:22:52.000000+00:00\"], \"session_ids\": [\"9ea9cb64-9c85-450c-ab23-af6ba47eb89a\", \"4222350f-16f9-4745-b9d3-bc4cc95a72c4\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 12.0}, \"82948\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2019-05-19 23:49:50.000000+00:00\", \"2021-04-15 07:47:07.000000+00:00\"], \"session_ids\": [\"a6431fcb-ad18-4ed3-bf20-a4550b4682e0\", \"97f2d1df-61d3-47e3-8cd8-aa6f8cb7a239\"], \"total_duration\": 425.0, \"total_sessions\": 2, \"mean_week_duration\": 4.25}, \"36106\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-04-14 23:34:46.000000+00:00\", \"2021-06-09 06:19:42.000000+00:00\", \"2021-11-04 08:31:47.000000+00:00\"], \"session_ids\": [\"193ad537-7813-46de-9be9-e8adbb6515b8\", \"82dbc72d-2fcb-47cd-8fa5-09f49eb3dc67\", \"519bdba0-6637-40a2-8b5c-016e91a1b03d\"], \"total_duration\": 877.0, \"total_sessions\": 3, \"mean_week_duration\": 10.695}, \"37600\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-06-11 19:32:56.000000+00:00\", \"2021-06-01 04:15:05.000000+00:00\", \"2022-11-06 05:47:20.000000+00:00\", \"2019-11-02 07:45:31.000000+00:00\", \"2023-06-23 23:13:04.000000+00:00\", \"2020-03-26 14:57:55.000000+00:00\", \"2019-12-21 01:14:24.000000+00:00\", \"2023-02-03 23:51:54.000000+00:00\", \"2021-06-28 20:31:36.000000+00:00\", \"2020-06-06 12:51:55.000000+00:00\"], \"session_ids\": [\"5a44ff34-4e01-4f9d-ad4e-6b548670d15e\", \"0cd6c3b6-ad72-4498-982f-d119346b190a\", \"819d1714-52ae-4127-be91-81739c7f6205\", \"bcf57cd1-05de-47c7-b92c-75474a7577d2\", \"9059f2a0-6026-4557-8a91-577d51da27ee\", \"0f7307ad-8e90-4a6f-8135-88112ecb4db5\", \"6c076303-1bae-484c-b44f-0f805f7a0f8a\", \"90499cbb-91d5-4c7a-b12d-3fb06e071741\", \"eb7b5855-61ac-4809-960c-5776189fd624\", \"0b958fcb-cff2-466d-a20c-0792ffa45154\"], \"total_duration\": 7195.0, \"total_sessions\": 10, \"mean_week_duration\": 37.868}, \"67615\": {\"keyflows\": {\"Sign In Flow\": 1, \"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\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-30 11:55:39.000000+00:00\", \"2022-12-06 12:23:34.000000+00:00\", \"2022-05-14 17:23:46.000000+00:00\", \"2020-08-11 17:24:12.000000+00:00\", \"2021-09-14 16:27:36.000000+00:00\", \"2020-09-04 17:53:28.000000+00:00\"], \"session_ids\": [\"893ee3a4-9770-45ab-b97a-47949d721bb0\", \"3666901c-201c-4a98-9344-d61a35b9e55e\", \"908d0709-9bfe-4b32-bfee-5935211ff904\", \"3f366994-e6c4-4767-ad01-48b12db7c099\", \"b68d9a4d-4e8d-4583-aebc-873432890d6c\", \"5e93300a-c61b-4d85-ab4f-b478cdc5bba7\"], \"total_duration\": 4320.0, \"total_sessions\": 6, \"mean_week_duration\": 35.702}, \"35938\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-12-23 22:09:09.000000+00:00\", \"2022-12-26 11:56:28.000000+00:00\", \"2019-07-05 13:22:44.000000+00:00\", \"2020-11-10 17:48:29.000000+00:00\"], \"session_ids\": [\"a9c5696b-18df-4382-af7e-2c24cdd2eda0\", \"785c6f44-0296-4e4d-bc73-4b21c4bac874\", \"96e0b823-e2e8-4b32-8912-f708e6790461\", \"1191556f-bbac-4ed6-aeb7-65c48afec187\"], \"total_duration\": 58.0, \"total_sessions\": 4, \"mean_week_duration\": 0.319}, \"2329\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-06-25 19:45:28.000000+00:00\", \"2022-06-17 12:55:34.000000+00:00\"], \"session_ids\": [\"ca0f4645-593b-4967-9b6e-fa07964b52ec\", \"0767dd83-24f5-4b1a-9a47-d12ca989da86\"], \"total_duration\": 374.0, \"total_sessions\": 2, \"mean_week_duration\": 3.631}, \"91174\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-12 01:56:04.000000+00:00\", \"2019-01-10 16:51:40.000000+00:00\", \"2020-03-11 21:58:57.000000+00:00\"], \"session_ids\": [\"af4b2530-811d-43f4-a32f-7219238c6fb3\", \"b80bf4ba-60a4-46c2-aaab-ef9b47ef0f3f\", \"97bcce7a-811f-4ba0-a308-802c8565cdf8\"], \"total_duration\": 427.0, \"total_sessions\": 3, \"mean_week_duration\": 7.0}, \"92979\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-12-30 14:01:56.000000+00:00\", \"2023-03-23 11:42:16.000000+00:00\"], \"session_ids\": [\"6f85d8d6-2c2d-49ed-8b31-6783f59877e1\", \"8dc237ad-a6b7-48df-9d1e-79633d2b4d5b\"], \"total_duration\": 162.0, \"total_sessions\": 2, \"mean_week_duration\": 13.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are less than 2 and are greater than 9"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">\"]]}, \"all_values\": {\"total_sessions\": [[2, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"37600\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-06-11 19:32:56.000000+00:00\", \"2021-06-01 04:15:05.000000+00:00\", \"2022-11-06 05:47:20.000000+00:00\", \"2019-11-02 07:45:31.000000+00:00\", \"2023-06-23 23:13:04.000000+00:00\", \"2020-03-26 14:57:55.000000+00:00\", \"2019-12-21 01:14:24.000000+00:00\", \"2023-02-03 23:51:54.000000+00:00\", \"2021-06-28 20:31:36.000000+00:00\", \"2020-06-06 12:51:55.000000+00:00\"], \"session_ids\": [\"5a44ff34-4e01-4f9d-ad4e-6b548670d15e\", \"0cd6c3b6-ad72-4498-982f-d119346b190a\", \"819d1714-52ae-4127-be91-81739c7f6205\", \"bcf57cd1-05de-47c7-b92c-75474a7577d2\", \"9059f2a0-6026-4557-8a91-577d51da27ee\", \"0f7307ad-8e90-4a6f-8135-88112ecb4db5\", \"6c076303-1bae-484c-b44f-0f805f7a0f8a\", \"90499cbb-91d5-4c7a-b12d-3fb06e071741\", \"eb7b5855-61ac-4809-960c-5776189fd624\", \"0b958fcb-cff2-466d-a20c-0792ffa45154\"], \"total_duration\": 7195.0, \"total_sessions\": 10, \"mean_week_duration\": 37.868}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"37600\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-06-11 19:32:56.000000+00:00\", \"2021-06-01 04:15:05.000000+00:00\", \"2022-11-06 05:47:20.000000+00:00\", \"2019-11-02 07:45:31.000000+00:00\", \"2023-06-23 23:13:04.000000+00:00\", \"2020-03-26 14:57:55.000000+00:00\", \"2019-12-21 01:14:24.000000+00:00\", \"2023-02-03 23:51:54.000000+00:00\", \"2021-06-28 20:31:36.000000+00:00\", \"2020-06-06 12:51:55.000000+00:00\"], \"session_ids\": [\"5a44ff34-4e01-4f9d-ad4e-6b548670d15e\", \"0cd6c3b6-ad72-4498-982f-d119346b190a\", \"819d1714-52ae-4127-be91-81739c7f6205\", \"bcf57cd1-05de-47c7-b92c-75474a7577d2\", \"9059f2a0-6026-4557-8a91-577d51da27ee\", \"0f7307ad-8e90-4a6f-8135-88112ecb4db5\", \"6c076303-1bae-484c-b44f-0f805f7a0f8a\", \"90499cbb-91d5-4c7a-b12d-3fb06e071741\", \"eb7b5855-61ac-4809-960c-5776189fd624\", \"0b958fcb-cff2-466d-a20c-0792ffa45154\"], \"total_duration\": 7195.0, \"total_sessions\": 10, \"mean_week_duration\": 37.868}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 1 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"37600\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-06-11 19:32:56.000000+00:00\", \"2021-06-01 04:15:05.000000+00:00\", \"2022-11-06 05:47:20.000000+00:00\", \"2019-11-02 07:45:31.000000+00:00\", \"2023-06-23 23:13:04.000000+00:00\", \"2020-03-26 14:57:55.000000+00:00\", \"2019-12-21 01:14:24.000000+00:00\", \"2023-02-03 23:51:54.000000+00:00\", \"2021-06-28 20:31:36.000000+00:00\", \"2020-06-06 12:51:55.000000+00:00\"], \"session_ids\": [\"5a44ff34-4e01-4f9d-ad4e-6b548670d15e\", \"0cd6c3b6-ad72-4498-982f-d119346b190a\", \"819d1714-52ae-4127-be91-81739c7f6205\", \"bcf57cd1-05de-47c7-b92c-75474a7577d2\", \"9059f2a0-6026-4557-8a91-577d51da27ee\", \"0f7307ad-8e90-4a6f-8135-88112ecb4db5\", \"6c076303-1bae-484c-b44f-0f805f7a0f8a\", \"90499cbb-91d5-4c7a-b12d-3fb06e071741\", \"eb7b5855-61ac-4809-960c-5776189fd624\", \"0b958fcb-cff2-466d-a20c-0792ffa45154\"], \"total_duration\": 7195.0, \"total_sessions\": 10, \"mean_week_duration\": 37.868}}]\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[{\"37600\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-06-11 19:32:56.000000+00:00\", \"2021-06-01 04:15:05.000000+00:00\", \"2022-11-06 05:47:20.000000+00:00\", \"2019-11-02 07:45:31.000000+00:00\", \"2023-06-23 23:13:04.000000+00:00\", \"2020-03-26 14:57:55.000000+00:00\", \"2019-12-21 01:14:24.000000+00:00\", \"2023-02-03 23:51:54.000000+00:00\", \"2021-06-28 20:31:36.000000+00:00\", \"2020-06-06 12:51:55.000000+00:00\"], \"session_ids\": [\"5a44ff34-4e01-4f9d-ad4e-6b548670d15e\", \"0cd6c3b6-ad72-4498-982f-d119346b190a\", \"819d1714-52ae-4127-be91-81739c7f6205\", \"bcf57cd1-05de-47c7-b92c-75474a7577d2\", \"9059f2a0-6026-4557-8a91-577d51da27ee\", \"0f7307ad-8e90-4a6f-8135-88112ecb4db5\", \"6c076303-1bae-484c-b44f-0f805f7a0f8a\", \"90499cbb-91d5-4c7a-b12d-3fb06e071741\", \"eb7b5855-61ac-4809-960c-5776189fd624\", \"0b958fcb-cff2-466d-a20c-0792ffa45154\"], \"total_duration\": 7195.0, \"total_sessions\": 10, \"mean_week_duration\": 37.868}}]\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 regarding users with a overall total duration that is lower than 363, exclusive plus implement sorting by town naming form the highest to the lowest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"86652\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-08-24 20:56:36.000000+00:00\", \"2023-04-04 17:07:25.000000+00:00\", \"2019-12-08 10:16:56.000000+00:00\", \"2022-07-28 12:35:05.000000+00:00\", \"2021-12-25 23:16:12.000000+00:00\", \"2021-09-03 08:33:13.000000+00:00\", \"2019-11-03 15:20:27.000000+00:00\", \"2023-02-17 18:35:03.000000+00:00\", \"2020-02-26 17:05:08.000000+00:00\"], \"session_ids\": [\"02219e13-9369-4578-bb7d-3786999dc747\", \"35e8c17d-bf5d-4b9c-a543-e28b86ef1a6d\", \"364a8869-4512-4a36-9d2b-780cc6a5ce8f\", \"4b6023b9-2078-4a28-b6f7-a047c6e3ddc0\", \"7463c3ac-3a8e-449b-b158-d0a56503fc5d\", \"c6c58dd8-8d49-4342-bed8-9ef3c36f86ed\", \"ef9dcfdc-932a-4ead-855f-1c69214d633c\", \"0d0e5161-9951-49f9-a7b2-ab869e78137f\", \"1e54ae4a-369a-4ec9-899b-40c898ad1a99\"], \"total_duration\": 4420.0, \"total_sessions\": 9, \"mean_week_duration\": 24.693}, \"64430\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-10-24 11:16:29.000000+00:00\", \"2021-12-09 03:58:31.000000+00:00\"], \"session_ids\": [\"4670bd8c-543b-43c0-9f67-096367f52dd4\", \"3f839c8d-d390-4bbd-9ed0-e74080d63a9e\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.271}, \"88894\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 6}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-03-01 21:27:33.000000+00:00\", \"2019-02-07 01:18:59.000000+00:00\", \"2021-02-10 15:42:42.000000+00:00\", \"2020-10-10 15:47:22.000000+00:00\", \"2019-07-22 15:55:09.000000+00:00\", \"2020-01-02 02:46:51.000000+00:00\", \"2020-03-28 23:03:08.000000+00:00\"], \"session_ids\": [\"326a95bf-5f30-47bd-ba7d-dfb438aefa83\", \"73b51e85-0428-4334-96fe-637b227b7830\", \"0af365c8-25a4-439e-9b4d-e2f53ef5cd42\", \"570a33b8-7fa1-4088-847e-05cf70a2466f\", \"d234c5cb-5411-426b-b47d-b828f5d76e1d\", \"43bbf7f8-5c2c-457b-84aa-60b89e2c879b\", \"9a4e87e6-7905-4b76-93c1-973d86536804\"], \"total_duration\": 3162.0, \"total_sessions\": 7, \"mean_week_duration\": 30.114}, \"95279\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-02-24 07:54:34.000000+00:00\", \"2019-03-10 08:53:28.000000+00:00\", \"2022-10-14 00:55:51.000000+00:00\"], \"session_ids\": [\"603613af-87de-4d43-b2cc-ce59932a9c40\", \"26376710-50ce-4afb-a26b-0a19907b4da0\", \"5bbae234-4dbd-44bf-adde-5ca2251806fa\"], \"total_duration\": 314.0, \"total_sessions\": 3, \"mean_week_duration\": 1.517}, \"58205\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-09-07 14:37:12.000000+00:00\", \"2019-02-02 04:37:54.000000+00:00\", \"2022-02-07 00:45:26.000000+00:00\", \"2019-12-09 10:27:20.000000+00:00\", \"2019-06-29 14:15:13.000000+00:00\", \"2019-02-09 09:37:19.000000+00:00\", \"2020-02-06 15:38:50.000000+00:00\", \"2021-12-24 12:00:39.000000+00:00\", \"2021-11-23 08:48:06.000000+00:00\", \"2020-03-31 17:17:29.000000+00:00\"], \"session_ids\": [\"d55ab409-ec44-45b9-ac41-f02644c67c54\", \"935d814c-cf57-482d-b28d-ab66ff0a2e59\", \"7c748465-84d8-4d46-a379-6824ea2f2677\", \"2024d5b0-46ed-4e8c-b05f-dcd3b6615ff3\", \"2ff977cd-84a0-4c5b-8f20-fda9cdcd9fd0\", \"f391a8d5-e55d-4bc8-aea9-527d92baf89c\", \"efd4997f-080a-4428-85ac-1e87dec74483\", \"4c6f9fbe-2376-4730-a414-12d1af3500e9\", \"177b18b3-6dd2-45b0-9d7f-10ee96fe1c21\", \"b2ab737a-2695-4126-b584-5ef8678c96a0\"], \"total_duration\": 302.0, \"total_sessions\": 10, \"mean_week_duration\": 1.911}, \"10548\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-04-28 13:08:58.000000+00:00\", \"2020-10-10 17:22:40.000000+00:00\", \"2020-01-26 12:01:19.000000+00:00\"], \"session_ids\": [\"3280ede8-6883-4113-9fb7-9e49064e2f06\", \"666421bf-8a9e-4049-a17f-bc2f4c54777d\", \"b3e1b2ac-5699-44be-8897-0434c2c5fd98\"], \"total_duration\": 214.0, \"total_sessions\": 3, \"mean_week_duration\": 1.259}, \"82308\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-12-13 00:20:06.000000+00:00\", \"2019-08-09 17:22:33.000000+00:00\", \"2019-03-02 23:26:48.000000+00:00\", \"2021-09-06 21:27:52.000000+00:00\", \"2019-01-19 07:22:56.000000+00:00\"], \"session_ids\": [\"8e370618-af25-4214-bffb-522c3acc4170\", \"f75bec52-a0d0-4ba1-a347-a217315c4ff5\", \"ff92aa27-2d7b-4d59-a9a0-fd5ca6af6adf\", \"a0749966-8720-4179-90d9-a3865b742c27\", \"7266b3c6-38fa-4366-b0f7-f31136b0f0e7\"], \"total_duration\": 292.0, \"total_sessions\": 5, \"mean_week_duration\": 1.431}, \"59297\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-10-10 21:42:38.000000+00:00\", \"2021-08-14 04:47:29.000000+00:00\"], \"session_ids\": [\"69b439a6-9601-46a5-876a-bdf846fe4869\", \"5dc49738-a0f3-48cf-bbc1-1fe2f6a7118e\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 40.444}, \"58463\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-12-27 05:29:55.000000+00:00\", \"2022-01-25 09:04:50.000000+00:00\"], \"session_ids\": [\"dd1f21e7-638f-4f4f-812f-0d8d576b7714\", \"1b402dcc-53d2-45b9-abc5-3113d26fdf2e\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}, \"53069\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-03-18 23:49:36.000000+00:00\", \"2020-09-30 18:25:41.000000+00:00\"], \"session_ids\": [\"e3cbf39e-5e89-49f3-b956-81cd4cc5a360\", \"67e30594-faf6-4465-b2b9-c3a1d0baf438\"], \"total_duration\": 116.0, \"total_sessions\": 2, \"mean_week_duration\": 0.899}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are less than 363"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\"]]}, \"all_values\": {\"total_duration\": [[363, 3717]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"64430\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-10-24 11:16:29.000000+00:00\", \"2021-12-09 03:58:31.000000+00:00\"], \"session_ids\": [\"4670bd8c-543b-43c0-9f67-096367f52dd4\", \"3f839c8d-d390-4bbd-9ed0-e74080d63a9e\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.271}, \"95279\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-02-24 07:54:34.000000+00:00\", \"2019-03-10 08:53:28.000000+00:00\", \"2022-10-14 00:55:51.000000+00:00\"], \"session_ids\": [\"603613af-87de-4d43-b2cc-ce59932a9c40\", \"26376710-50ce-4afb-a26b-0a19907b4da0\", \"5bbae234-4dbd-44bf-adde-5ca2251806fa\"], \"total_duration\": 314.0, \"total_sessions\": 3, \"mean_week_duration\": 1.517}, \"58205\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-09-07 14:37:12.000000+00:00\", \"2019-02-02 04:37:54.000000+00:00\", \"2022-02-07 00:45:26.000000+00:00\", \"2019-12-09 10:27:20.000000+00:00\", \"2019-06-29 14:15:13.000000+00:00\", \"2019-02-09 09:37:19.000000+00:00\", \"2020-02-06 15:38:50.000000+00:00\", \"2021-12-24 12:00:39.000000+00:00\", \"2021-11-23 08:48:06.000000+00:00\", \"2020-03-31 17:17:29.000000+00:00\"], \"session_ids\": [\"d55ab409-ec44-45b9-ac41-f02644c67c54\", \"935d814c-cf57-482d-b28d-ab66ff0a2e59\", \"7c748465-84d8-4d46-a379-6824ea2f2677\", \"2024d5b0-46ed-4e8c-b05f-dcd3b6615ff3\", \"2ff977cd-84a0-4c5b-8f20-fda9cdcd9fd0\", \"f391a8d5-e55d-4bc8-aea9-527d92baf89c\", \"efd4997f-080a-4428-85ac-1e87dec74483\", \"4c6f9fbe-2376-4730-a414-12d1af3500e9\", \"177b18b3-6dd2-45b0-9d7f-10ee96fe1c21\", \"b2ab737a-2695-4126-b584-5ef8678c96a0\"], \"total_duration\": 302.0, \"total_sessions\": 10, \"mean_week_duration\": 1.911}, \"10548\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-04-28 13:08:58.000000+00:00\", \"2020-10-10 17:22:40.000000+00:00\", \"2020-01-26 12:01:19.000000+00:00\"], \"session_ids\": [\"3280ede8-6883-4113-9fb7-9e49064e2f06\", \"666421bf-8a9e-4049-a17f-bc2f4c54777d\", \"b3e1b2ac-5699-44be-8897-0434c2c5fd98\"], \"total_duration\": 214.0, \"total_sessions\": 3, \"mean_week_duration\": 1.259}, \"82308\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-12-13 00:20:06.000000+00:00\", \"2019-08-09 17:22:33.000000+00:00\", \"2019-03-02 23:26:48.000000+00:00\", \"2021-09-06 21:27:52.000000+00:00\", \"2019-01-19 07:22:56.000000+00:00\"], \"session_ids\": [\"8e370618-af25-4214-bffb-522c3acc4170\", \"f75bec52-a0d0-4ba1-a347-a217315c4ff5\", \"ff92aa27-2d7b-4d59-a9a0-fd5ca6af6adf\", \"a0749966-8720-4179-90d9-a3865b742c27\", \"7266b3c6-38fa-4366-b0f7-f31136b0f0e7\"], \"total_duration\": 292.0, \"total_sessions\": 5, \"mean_week_duration\": 1.431}, \"58463\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-12-27 05:29:55.000000+00:00\", \"2022-01-25 09:04:50.000000+00:00\"], \"session_ids\": [\"dd1f21e7-638f-4f4f-812f-0d8d576b7714\", \"1b402dcc-53d2-45b9-abc5-3113d26fdf2e\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}, \"53069\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-03-18 23:49:36.000000+00:00\", \"2020-09-30 18:25:41.000000+00:00\"], \"session_ids\": [\"e3cbf39e-5e89-49f3-b956-81cd4cc5a360\", \"67e30594-faf6-4465-b2b9-c3a1d0baf438\"], \"total_duration\": 116.0, \"total_sessions\": 2, \"mean_week_duration\": 0.899}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to city_name attribute."
},
{
"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[{\"82308\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-12-13 00:20:06.000000+00:00\", \"2019-08-09 17:22:33.000000+00:00\", \"2019-03-02 23:26:48.000000+00:00\", \"2021-09-06 21:27:52.000000+00:00\", \"2019-01-19 07:22:56.000000+00:00\"], \"session_ids\": [\"8e370618-af25-4214-bffb-522c3acc4170\", \"f75bec52-a0d0-4ba1-a347-a217315c4ff5\", \"ff92aa27-2d7b-4d59-a9a0-fd5ca6af6adf\", \"a0749966-8720-4179-90d9-a3865b742c27\", \"7266b3c6-38fa-4366-b0f7-f31136b0f0e7\"], \"total_duration\": 292.0, \"total_sessions\": 5, \"mean_week_duration\": 1.431}}, {\"53069\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-03-18 23:49:36.000000+00:00\", \"2020-09-30 18:25:41.000000+00:00\"], \"session_ids\": [\"e3cbf39e-5e89-49f3-b956-81cd4cc5a360\", \"67e30594-faf6-4465-b2b9-c3a1d0baf438\"], \"total_duration\": 116.0, \"total_sessions\": 2, \"mean_week_duration\": 0.899}}, {\"58205\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-09-07 14:37:12.000000+00:00\", \"2019-02-02 04:37:54.000000+00:00\", \"2022-02-07 00:45:26.000000+00:00\", \"2019-12-09 10:27:20.000000+00:00\", \"2019-06-29 14:15:13.000000+00:00\", \"2019-02-09 09:37:19.000000+00:00\", \"2020-02-06 15:38:50.000000+00:00\", \"2021-12-24 12:00:39.000000+00:00\", \"2021-11-23 08:48:06.000000+00:00\", \"2020-03-31 17:17:29.000000+00:00\"], \"session_ids\": [\"d55ab409-ec44-45b9-ac41-f02644c67c54\", \"935d814c-cf57-482d-b28d-ab66ff0a2e59\", \"7c748465-84d8-4d46-a379-6824ea2f2677\", \"2024d5b0-46ed-4e8c-b05f-dcd3b6615ff3\", \"2ff977cd-84a0-4c5b-8f20-fda9cdcd9fd0\", \"f391a8d5-e55d-4bc8-aea9-527d92baf89c\", \"efd4997f-080a-4428-85ac-1e87dec74483\", \"4c6f9fbe-2376-4730-a414-12d1af3500e9\", \"177b18b3-6dd2-45b0-9d7f-10ee96fe1c21\", \"b2ab737a-2695-4126-b584-5ef8678c96a0\"], \"total_duration\": 302.0, \"total_sessions\": 10, \"mean_week_duration\": 1.911}}, {\"10548\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-04-28 13:08:58.000000+00:00\", \"2020-10-10 17:22:40.000000+00:00\", \"2020-01-26 12:01:19.000000+00:00\"], \"session_ids\": [\"3280ede8-6883-4113-9fb7-9e49064e2f06\", \"666421bf-8a9e-4049-a17f-bc2f4c54777d\", \"b3e1b2ac-5699-44be-8897-0434c2c5fd98\"], \"total_duration\": 214.0, \"total_sessions\": 3, \"mean_week_duration\": 1.259}}, {\"64430\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-10-24 11:16:29.000000+00:00\", \"2021-12-09 03:58:31.000000+00:00\"], \"session_ids\": [\"4670bd8c-543b-43c0-9f67-096367f52dd4\", \"3f839c8d-d390-4bbd-9ed0-e74080d63a9e\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.271}}, {\"95279\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-02-24 07:54:34.000000+00:00\", \"2019-03-10 08:53:28.000000+00:00\", \"2022-10-14 00:55:51.000000+00:00\"], \"session_ids\": [\"603613af-87de-4d43-b2cc-ce59932a9c40\", \"26376710-50ce-4afb-a26b-0a19907b4da0\", \"5bbae234-4dbd-44bf-adde-5ca2251806fa\"], \"total_duration\": 314.0, \"total_sessions\": 3, \"mean_week_duration\": 1.517}}, {\"58463\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-12-27 05:29:55.000000+00:00\", \"2022-01-25 09:04:50.000000+00:00\"], \"session_ids\": [\"dd1f21e7-638f-4f4f-812f-0d8d576b7714\", \"1b402dcc-53d2-45b9-abc5-3113d26fdf2e\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}}]\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[{\"82308\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-12-13 00:20:06.000000+00:00\", \"2019-08-09 17:22:33.000000+00:00\", \"2019-03-02 23:26:48.000000+00:00\", \"2021-09-06 21:27:52.000000+00:00\", \"2019-01-19 07:22:56.000000+00:00\"], \"session_ids\": [\"8e370618-af25-4214-bffb-522c3acc4170\", \"f75bec52-a0d0-4ba1-a347-a217315c4ff5\", \"ff92aa27-2d7b-4d59-a9a0-fd5ca6af6adf\", \"a0749966-8720-4179-90d9-a3865b742c27\", \"7266b3c6-38fa-4366-b0f7-f31136b0f0e7\"], \"total_duration\": 292.0, \"total_sessions\": 5, \"mean_week_duration\": 1.431}}, {\"53069\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-03-18 23:49:36.000000+00:00\", \"2020-09-30 18:25:41.000000+00:00\"], \"session_ids\": [\"e3cbf39e-5e89-49f3-b956-81cd4cc5a360\", \"67e30594-faf6-4465-b2b9-c3a1d0baf438\"], \"total_duration\": 116.0, \"total_sessions\": 2, \"mean_week_duration\": 0.899}}, {\"58205\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-09-07 14:37:12.000000+00:00\", \"2019-02-02 04:37:54.000000+00:00\", \"2022-02-07 00:45:26.000000+00:00\", \"2019-12-09 10:27:20.000000+00:00\", \"2019-06-29 14:15:13.000000+00:00\", \"2019-02-09 09:37:19.000000+00:00\", \"2020-02-06 15:38:50.000000+00:00\", \"2021-12-24 12:00:39.000000+00:00\", \"2021-11-23 08:48:06.000000+00:00\", \"2020-03-31 17:17:29.000000+00:00\"], \"session_ids\": [\"d55ab409-ec44-45b9-ac41-f02644c67c54\", \"935d814c-cf57-482d-b28d-ab66ff0a2e59\", \"7c748465-84d8-4d46-a379-6824ea2f2677\", \"2024d5b0-46ed-4e8c-b05f-dcd3b6615ff3\", \"2ff977cd-84a0-4c5b-8f20-fda9cdcd9fd0\", \"f391a8d5-e55d-4bc8-aea9-527d92baf89c\", \"efd4997f-080a-4428-85ac-1e87dec74483\", \"4c6f9fbe-2376-4730-a414-12d1af3500e9\", \"177b18b3-6dd2-45b0-9d7f-10ee96fe1c21\", \"b2ab737a-2695-4126-b584-5ef8678c96a0\"], \"total_duration\": 302.0, \"total_sessions\": 10, \"mean_week_duration\": 1.911}}, {\"10548\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-04-28 13:08:58.000000+00:00\", \"2020-10-10 17:22:40.000000+00:00\", \"2020-01-26 12:01:19.000000+00:00\"], \"session_ids\": [\"3280ede8-6883-4113-9fb7-9e49064e2f06\", \"666421bf-8a9e-4049-a17f-bc2f4c54777d\", \"b3e1b2ac-5699-44be-8897-0434c2c5fd98\"], \"total_duration\": 214.0, \"total_sessions\": 3, \"mean_week_duration\": 1.259}}, {\"64430\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-10-24 11:16:29.000000+00:00\", \"2021-12-09 03:58:31.000000+00:00\"], \"session_ids\": [\"4670bd8c-543b-43c0-9f67-096367f52dd4\", \"3f839c8d-d390-4bbd-9ed0-e74080d63a9e\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.271}}, {\"95279\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-02-24 07:54:34.000000+00:00\", \"2019-03-10 08:53:28.000000+00:00\", \"2022-10-14 00:55:51.000000+00:00\"], \"session_ids\": [\"603613af-87de-4d43-b2cc-ce59932a9c40\", \"26376710-50ce-4afb-a26b-0a19907b4da0\", \"5bbae234-4dbd-44bf-adde-5ca2251806fa\"], \"total_duration\": 314.0, \"total_sessions\": 3, \"mean_week_duration\": 1.517}}, {\"58463\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-12-27 05:29:55.000000+00:00\", \"2022-01-25 09:04:50.000000+00:00\"], \"session_ids\": [\"dd1f21e7-638f-4f4f-812f-0d8d576b7714\", \"1b402dcc-53d2-45b9-abc5-3113d26fdf2e\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about 5 users whose duration of sessions per week is smaller than 22 and bigger than 39 in addition perform sorting by total_sessions descendingly."
}
] |
[
{
"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{\"29941\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-07 06:44:36.000000+00:00\", \"2020-11-14 05:44:57.000000+00:00\", \"2019-06-21 11:42:39.000000+00:00\"], \"session_ids\": [\"917e068b-3d56-4468-b30e-5ace6a55a8f4\", \"c6ad8593-c83c-4535-a346-9aeca9a3a09e\", \"fe2c103e-254d-4a8c-8d7e-736d99f01275\"], \"total_duration\": 527.0, \"total_sessions\": 3, \"mean_week_duration\": 3.064}, \"21638\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-20 21:15:33.000000+00:00\", \"2023-05-16 19:11:53.000000+00:00\", \"2019-07-18 07:09:57.000000+00:00\", \"2019-05-09 23:38:31.000000+00:00\", \"2019-01-26 01:17:25.000000+00:00\", \"2022-01-22 12:36:28.000000+00:00\", \"2022-02-13 17:54:39.000000+00:00\", \"2020-08-27 06:02:33.000000+00:00\", \"2023-04-24 18:30:44.000000+00:00\"], \"session_ids\": [\"946d226f-52b4-4891-ac87-f51cf0620847\", \"fe36e3ae-9ff1-4e75-8a49-e517fdeceee0\", \"3054183f-cce1-46db-9f80-89554315f0e8\", \"d62a820e-2ab3-4272-a156-6d492be06016\", \"62be1ffc-b5be-4a31-be76-93b25f15756d\", \"45efdef1-7c23-4e90-8b26-8dc6339a8ac1\", \"7d267653-6f2b-4f68-902c-acaf7f02c5c1\", \"648d43c8-bf2c-4916-96dd-6fbbb9e93435\", \"a667d5d3-c368-4ef0-b0f3-a692cb543fac\"], \"total_duration\": 367.0, \"total_sessions\": 9, \"mean_week_duration\": 1.631}, \"44570\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-12-28 02:43:04.000000+00:00\", \"2022-01-01 23:52:46.000000+00:00\"], \"session_ids\": [\"ed079998-521a-4530-9566-584105675d16\", \"31292c78-e1cd-4821-9425-c69fe437f1df\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 2.208}, \"34480\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-08-19 16:50:24.000000+00:00\", \"2019-12-15 13:27:16.000000+00:00\", \"2019-01-11 14:47:39.000000+00:00\"], \"session_ids\": [\"cf951f71-38f2-4f7e-bf9e-24d045e543e9\", \"4ea474d6-a594-4b05-a6f2-bff6d19e6c9e\", \"63a84eab-21f4-4adb-a7b7-9175ceecb82e\"], \"total_duration\": 336.0, \"total_sessions\": 3, \"mean_week_duration\": 4.0}, \"13976\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-05-10 23:48:00.000000+00:00\", \"2022-06-06 11:43:30.000000+00:00\", \"2022-06-18 19:37:40.000000+00:00\", \"2023-04-06 18:19:39.000000+00:00\", \"2021-10-13 03:49:11.000000+00:00\", \"2020-04-16 22:14:59.000000+00:00\", \"2019-07-06 10:59:18.000000+00:00\", \"2021-02-19 01:49:20.000000+00:00\"], \"session_ids\": [\"445dc402-443b-4156-8bc9-a0663887bd04\", \"d681b007-f419-449a-ada8-0db6c5d4b69e\", \"11a32759-dd22-448a-a5c0-a66eacf772c2\", \"340487bd-df20-44f0-8fb8-c5a6bf51ae9a\", \"718dd6b9-4e9c-4fee-bf7b-b40cb4816e03\", \"1363909c-f329-4c57-bf76-596d575ef113\", \"c43eee6e-2b63-43f2-94d1-0f66baac777d\", \"dc799da8-00e5-4236-a935-2919ac8138c3\"], \"total_duration\": 77.0, \"total_sessions\": 8, \"mean_week_duration\": 0.393}, \"82699\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-06-17 14:04:18.000000+00:00\", \"2022-02-07 03:38:39.000000+00:00\", \"2019-09-29 11:08:09.000000+00:00\", \"2022-07-28 01:32:53.000000+00:00\", \"2020-08-28 23:38:23.000000+00:00\", \"2019-06-27 01:21:23.000000+00:00\", \"2021-04-02 08:25:01.000000+00:00\", \"2023-01-15 00:18:50.000000+00:00\"], \"session_ids\": [\"35c460ff-81b2-483e-8d33-37d3a96563cc\", \"c1dd6b2e-84d8-49f7-9482-3935876bf6ed\", \"48d0e4b9-70ca-47a1-a0c5-d283ae3f0921\", \"fdbf0416-065a-42da-baec-a353292eb889\", \"248e6968-5cf7-4e86-acd3-b74da5cd2b16\", \"8faadfd4-f13d-40ba-a842-1980e1f181ae\", \"366d7dbb-d3a1-4f83-bf25-72f0a64ce104\", \"b753fb81-4cf1-4a19-93ca-de168a68d975\"], \"total_duration\": 5148.0, \"total_sessions\": 8, \"mean_week_duration\": 24.75}, \"13849\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-10-07 00:02:15.000000+00:00\", \"2020-12-15 11:48:22.000000+00:00\", \"2021-02-01 09:21:15.000000+00:00\", \"2022-11-29 19:16:47.000000+00:00\"], \"session_ids\": [\"fa52930a-a318-47b0-a68e-7450e998517d\", \"0c4c7565-9580-4075-ad48-c1e4343b13e1\", \"3b962fab-3a8b-4fba-abb6-8bc34c2d9551\", \"43b16eb2-610b-442f-8479-3c7b7e4b0b32\"], \"total_duration\": 224.0, \"total_sessions\": 4, \"mean_week_duration\": 2.0}, \"34472\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-09-01 16:20:39.000000+00:00\", \"2019-10-07 04:29:51.000000+00:00\", \"2020-01-04 13:22:31.000000+00:00\", \"2022-08-23 08:35:01.000000+00:00\", \"2019-07-28 08:47:02.000000+00:00\"], \"session_ids\": [\"3054d24a-a103-458f-8cab-d1753d76810f\", \"54d5c320-9b92-4532-b3c4-76f0bbbdfed2\", \"4ce21c6d-5d56-4b32-a99d-64218b2ab3fa\", \"73bd366e-c104-4e89-b9ad-e83e7c34217a\", \"13ab28a3-4d9a-4492-a4c4-61310e01b308\"], \"total_duration\": 123.0, \"total_sessions\": 5, \"mean_week_duration\": 0.764}, \"28724\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-03-18 20:51:13.000000+00:00\", \"2022-08-12 18:53:04.000000+00:00\", \"2022-09-18 17:09:35.000000+00:00\"], \"session_ids\": [\"d6387f71-ef09-4f96-b134-d82f89700c97\", \"a0054b75-ff29-486d-aa3b-3bbecd1bd9a1\", \"77af4665-10c7-478f-88ce-7949b16457eb\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.435}, \"77140\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-24 14:04:05.000000+00:00\", \"2022-04-06 03:11:17.000000+00:00\", \"2022-05-18 08:54:46.000000+00:00\"], \"session_ids\": [\"ba2be854-b210-4138-a797-a55ed88b34bf\", \"bf53c3a9-8482-4e3c-9073-e4576c1d3057\", \"4e7c9db5-1b1b-4260-a2b3-d972174e4392\"], \"total_duration\": 123.0, \"total_sessions\": 3, \"mean_week_duration\": 1.098}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or less than 22 and are equal or greater than 39"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[22, 39]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"29941\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-07 06:44:36.000000+00:00\", \"2020-11-14 05:44:57.000000+00:00\", \"2019-06-21 11:42:39.000000+00:00\"], \"session_ids\": [\"917e068b-3d56-4468-b30e-5ace6a55a8f4\", \"c6ad8593-c83c-4535-a346-9aeca9a3a09e\", \"fe2c103e-254d-4a8c-8d7e-736d99f01275\"], \"total_duration\": 527.0, \"total_sessions\": 3, \"mean_week_duration\": 3.064}, \"21638\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-20 21:15:33.000000+00:00\", \"2023-05-16 19:11:53.000000+00:00\", \"2019-07-18 07:09:57.000000+00:00\", \"2019-05-09 23:38:31.000000+00:00\", \"2019-01-26 01:17:25.000000+00:00\", \"2022-01-22 12:36:28.000000+00:00\", \"2022-02-13 17:54:39.000000+00:00\", \"2020-08-27 06:02:33.000000+00:00\", \"2023-04-24 18:30:44.000000+00:00\"], \"session_ids\": [\"946d226f-52b4-4891-ac87-f51cf0620847\", \"fe36e3ae-9ff1-4e75-8a49-e517fdeceee0\", \"3054183f-cce1-46db-9f80-89554315f0e8\", \"d62a820e-2ab3-4272-a156-6d492be06016\", \"62be1ffc-b5be-4a31-be76-93b25f15756d\", \"45efdef1-7c23-4e90-8b26-8dc6339a8ac1\", \"7d267653-6f2b-4f68-902c-acaf7f02c5c1\", \"648d43c8-bf2c-4916-96dd-6fbbb9e93435\", \"a667d5d3-c368-4ef0-b0f3-a692cb543fac\"], \"total_duration\": 367.0, \"total_sessions\": 9, \"mean_week_duration\": 1.631}, \"44570\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-12-28 02:43:04.000000+00:00\", \"2022-01-01 23:52:46.000000+00:00\"], \"session_ids\": [\"ed079998-521a-4530-9566-584105675d16\", \"31292c78-e1cd-4821-9425-c69fe437f1df\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 2.208}, \"34480\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-08-19 16:50:24.000000+00:00\", \"2019-12-15 13:27:16.000000+00:00\", \"2019-01-11 14:47:39.000000+00:00\"], \"session_ids\": [\"cf951f71-38f2-4f7e-bf9e-24d045e543e9\", \"4ea474d6-a594-4b05-a6f2-bff6d19e6c9e\", \"63a84eab-21f4-4adb-a7b7-9175ceecb82e\"], \"total_duration\": 336.0, \"total_sessions\": 3, \"mean_week_duration\": 4.0}, \"13976\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-05-10 23:48:00.000000+00:00\", \"2022-06-06 11:43:30.000000+00:00\", \"2022-06-18 19:37:40.000000+00:00\", \"2023-04-06 18:19:39.000000+00:00\", \"2021-10-13 03:49:11.000000+00:00\", \"2020-04-16 22:14:59.000000+00:00\", \"2019-07-06 10:59:18.000000+00:00\", \"2021-02-19 01:49:20.000000+00:00\"], \"session_ids\": [\"445dc402-443b-4156-8bc9-a0663887bd04\", \"d681b007-f419-449a-ada8-0db6c5d4b69e\", \"11a32759-dd22-448a-a5c0-a66eacf772c2\", \"340487bd-df20-44f0-8fb8-c5a6bf51ae9a\", \"718dd6b9-4e9c-4fee-bf7b-b40cb4816e03\", \"1363909c-f329-4c57-bf76-596d575ef113\", \"c43eee6e-2b63-43f2-94d1-0f66baac777d\", \"dc799da8-00e5-4236-a935-2919ac8138c3\"], \"total_duration\": 77.0, \"total_sessions\": 8, \"mean_week_duration\": 0.393}, \"13849\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-10-07 00:02:15.000000+00:00\", \"2020-12-15 11:48:22.000000+00:00\", \"2021-02-01 09:21:15.000000+00:00\", \"2022-11-29 19:16:47.000000+00:00\"], \"session_ids\": [\"fa52930a-a318-47b0-a68e-7450e998517d\", \"0c4c7565-9580-4075-ad48-c1e4343b13e1\", \"3b962fab-3a8b-4fba-abb6-8bc34c2d9551\", \"43b16eb2-610b-442f-8479-3c7b7e4b0b32\"], \"total_duration\": 224.0, \"total_sessions\": 4, \"mean_week_duration\": 2.0}, \"34472\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-09-01 16:20:39.000000+00:00\", \"2019-10-07 04:29:51.000000+00:00\", \"2020-01-04 13:22:31.000000+00:00\", \"2022-08-23 08:35:01.000000+00:00\", \"2019-07-28 08:47:02.000000+00:00\"], \"session_ids\": [\"3054d24a-a103-458f-8cab-d1753d76810f\", \"54d5c320-9b92-4532-b3c4-76f0bbbdfed2\", \"4ce21c6d-5d56-4b32-a99d-64218b2ab3fa\", \"73bd366e-c104-4e89-b9ad-e83e7c34217a\", \"13ab28a3-4d9a-4492-a4c4-61310e01b308\"], \"total_duration\": 123.0, \"total_sessions\": 5, \"mean_week_duration\": 0.764}, \"28724\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-03-18 20:51:13.000000+00:00\", \"2022-08-12 18:53:04.000000+00:00\", \"2022-09-18 17:09:35.000000+00:00\"], \"session_ids\": [\"d6387f71-ef09-4f96-b134-d82f89700c97\", \"a0054b75-ff29-486d-aa3b-3bbecd1bd9a1\", \"77af4665-10c7-478f-88ce-7949b16457eb\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.435}, \"77140\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-24 14:04:05.000000+00:00\", \"2022-04-06 03:11:17.000000+00:00\", \"2022-05-18 08:54:46.000000+00:00\"], \"session_ids\": [\"ba2be854-b210-4138-a797-a55ed88b34bf\", \"bf53c3a9-8482-4e3c-9073-e4576c1d3057\", \"4e7c9db5-1b1b-4260-a2b3-d972174e4392\"], \"total_duration\": 123.0, \"total_sessions\": 3, \"mean_week_duration\": 1.098}}\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[{\"21638\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-20 21:15:33.000000+00:00\", \"2023-05-16 19:11:53.000000+00:00\", \"2019-07-18 07:09:57.000000+00:00\", \"2019-05-09 23:38:31.000000+00:00\", \"2019-01-26 01:17:25.000000+00:00\", \"2022-01-22 12:36:28.000000+00:00\", \"2022-02-13 17:54:39.000000+00:00\", \"2020-08-27 06:02:33.000000+00:00\", \"2023-04-24 18:30:44.000000+00:00\"], \"session_ids\": [\"946d226f-52b4-4891-ac87-f51cf0620847\", \"fe36e3ae-9ff1-4e75-8a49-e517fdeceee0\", \"3054183f-cce1-46db-9f80-89554315f0e8\", \"d62a820e-2ab3-4272-a156-6d492be06016\", \"62be1ffc-b5be-4a31-be76-93b25f15756d\", \"45efdef1-7c23-4e90-8b26-8dc6339a8ac1\", \"7d267653-6f2b-4f68-902c-acaf7f02c5c1\", \"648d43c8-bf2c-4916-96dd-6fbbb9e93435\", \"a667d5d3-c368-4ef0-b0f3-a692cb543fac\"], \"total_duration\": 367.0, \"total_sessions\": 9, \"mean_week_duration\": 1.631}}, {\"13976\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-05-10 23:48:00.000000+00:00\", \"2022-06-06 11:43:30.000000+00:00\", \"2022-06-18 19:37:40.000000+00:00\", \"2023-04-06 18:19:39.000000+00:00\", \"2021-10-13 03:49:11.000000+00:00\", \"2020-04-16 22:14:59.000000+00:00\", \"2019-07-06 10:59:18.000000+00:00\", \"2021-02-19 01:49:20.000000+00:00\"], \"session_ids\": [\"445dc402-443b-4156-8bc9-a0663887bd04\", \"d681b007-f419-449a-ada8-0db6c5d4b69e\", \"11a32759-dd22-448a-a5c0-a66eacf772c2\", \"340487bd-df20-44f0-8fb8-c5a6bf51ae9a\", \"718dd6b9-4e9c-4fee-bf7b-b40cb4816e03\", \"1363909c-f329-4c57-bf76-596d575ef113\", \"c43eee6e-2b63-43f2-94d1-0f66baac777d\", \"dc799da8-00e5-4236-a935-2919ac8138c3\"], \"total_duration\": 77.0, \"total_sessions\": 8, \"mean_week_duration\": 0.393}}, {\"34472\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-09-01 16:20:39.000000+00:00\", \"2019-10-07 04:29:51.000000+00:00\", \"2020-01-04 13:22:31.000000+00:00\", \"2022-08-23 08:35:01.000000+00:00\", \"2019-07-28 08:47:02.000000+00:00\"], \"session_ids\": [\"3054d24a-a103-458f-8cab-d1753d76810f\", \"54d5c320-9b92-4532-b3c4-76f0bbbdfed2\", \"4ce21c6d-5d56-4b32-a99d-64218b2ab3fa\", \"73bd366e-c104-4e89-b9ad-e83e7c34217a\", \"13ab28a3-4d9a-4492-a4c4-61310e01b308\"], \"total_duration\": 123.0, \"total_sessions\": 5, \"mean_week_duration\": 0.764}}, {\"13849\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-10-07 00:02:15.000000+00:00\", \"2020-12-15 11:48:22.000000+00:00\", \"2021-02-01 09:21:15.000000+00:00\", \"2022-11-29 19:16:47.000000+00:00\"], \"session_ids\": [\"fa52930a-a318-47b0-a68e-7450e998517d\", \"0c4c7565-9580-4075-ad48-c1e4343b13e1\", \"3b962fab-3a8b-4fba-abb6-8bc34c2d9551\", \"43b16eb2-610b-442f-8479-3c7b7e4b0b32\"], \"total_duration\": 224.0, \"total_sessions\": 4, \"mean_week_duration\": 2.0}}, {\"29941\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-07 06:44:36.000000+00:00\", \"2020-11-14 05:44:57.000000+00:00\", \"2019-06-21 11:42:39.000000+00:00\"], \"session_ids\": [\"917e068b-3d56-4468-b30e-5ace6a55a8f4\", \"c6ad8593-c83c-4535-a346-9aeca9a3a09e\", \"fe2c103e-254d-4a8c-8d7e-736d99f01275\"], \"total_duration\": 527.0, \"total_sessions\": 3, \"mean_week_duration\": 3.064}}, {\"34480\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-08-19 16:50:24.000000+00:00\", \"2019-12-15 13:27:16.000000+00:00\", \"2019-01-11 14:47:39.000000+00:00\"], \"session_ids\": [\"cf951f71-38f2-4f7e-bf9e-24d045e543e9\", \"4ea474d6-a594-4b05-a6f2-bff6d19e6c9e\", \"63a84eab-21f4-4adb-a7b7-9175ceecb82e\"], \"total_duration\": 336.0, \"total_sessions\": 3, \"mean_week_duration\": 4.0}}, {\"28724\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-03-18 20:51:13.000000+00:00\", \"2022-08-12 18:53:04.000000+00:00\", \"2022-09-18 17:09:35.000000+00:00\"], \"session_ids\": [\"d6387f71-ef09-4f96-b134-d82f89700c97\", \"a0054b75-ff29-486d-aa3b-3bbecd1bd9a1\", \"77af4665-10c7-478f-88ce-7949b16457eb\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.435}}, {\"77140\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-24 14:04:05.000000+00:00\", \"2022-04-06 03:11:17.000000+00:00\", \"2022-05-18 08:54:46.000000+00:00\"], \"session_ids\": [\"ba2be854-b210-4138-a797-a55ed88b34bf\", \"bf53c3a9-8482-4e3c-9073-e4576c1d3057\", \"4e7c9db5-1b1b-4260-a2b3-d972174e4392\"], \"total_duration\": 123.0, \"total_sessions\": 3, \"mean_week_duration\": 1.098}}, {\"44570\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-12-28 02:43:04.000000+00:00\", \"2022-01-01 23:52:46.000000+00:00\"], \"session_ids\": [\"ed079998-521a-4530-9566-584105675d16\", \"31292c78-e1cd-4821-9425-c69fe437f1df\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 2.208}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 5 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"21638\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-20 21:15:33.000000+00:00\", \"2023-05-16 19:11:53.000000+00:00\", \"2019-07-18 07:09:57.000000+00:00\", \"2019-05-09 23:38:31.000000+00:00\", \"2019-01-26 01:17:25.000000+00:00\", \"2022-01-22 12:36:28.000000+00:00\", \"2022-02-13 17:54:39.000000+00:00\", \"2020-08-27 06:02:33.000000+00:00\", \"2023-04-24 18:30:44.000000+00:00\"], \"session_ids\": [\"946d226f-52b4-4891-ac87-f51cf0620847\", \"fe36e3ae-9ff1-4e75-8a49-e517fdeceee0\", \"3054183f-cce1-46db-9f80-89554315f0e8\", \"d62a820e-2ab3-4272-a156-6d492be06016\", \"62be1ffc-b5be-4a31-be76-93b25f15756d\", \"45efdef1-7c23-4e90-8b26-8dc6339a8ac1\", \"7d267653-6f2b-4f68-902c-acaf7f02c5c1\", \"648d43c8-bf2c-4916-96dd-6fbbb9e93435\", \"a667d5d3-c368-4ef0-b0f3-a692cb543fac\"], \"total_duration\": 367.0, \"total_sessions\": 9, \"mean_week_duration\": 1.631}}, {\"13976\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-05-10 23:48:00.000000+00:00\", \"2022-06-06 11:43:30.000000+00:00\", \"2022-06-18 19:37:40.000000+00:00\", \"2023-04-06 18:19:39.000000+00:00\", \"2021-10-13 03:49:11.000000+00:00\", \"2020-04-16 22:14:59.000000+00:00\", \"2019-07-06 10:59:18.000000+00:00\", \"2021-02-19 01:49:20.000000+00:00\"], \"session_ids\": [\"445dc402-443b-4156-8bc9-a0663887bd04\", \"d681b007-f419-449a-ada8-0db6c5d4b69e\", \"11a32759-dd22-448a-a5c0-a66eacf772c2\", \"340487bd-df20-44f0-8fb8-c5a6bf51ae9a\", \"718dd6b9-4e9c-4fee-bf7b-b40cb4816e03\", \"1363909c-f329-4c57-bf76-596d575ef113\", \"c43eee6e-2b63-43f2-94d1-0f66baac777d\", \"dc799da8-00e5-4236-a935-2919ac8138c3\"], \"total_duration\": 77.0, \"total_sessions\": 8, \"mean_week_duration\": 0.393}}, {\"34472\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-09-01 16:20:39.000000+00:00\", \"2019-10-07 04:29:51.000000+00:00\", \"2020-01-04 13:22:31.000000+00:00\", \"2022-08-23 08:35:01.000000+00:00\", \"2019-07-28 08:47:02.000000+00:00\"], \"session_ids\": [\"3054d24a-a103-458f-8cab-d1753d76810f\", \"54d5c320-9b92-4532-b3c4-76f0bbbdfed2\", \"4ce21c6d-5d56-4b32-a99d-64218b2ab3fa\", \"73bd366e-c104-4e89-b9ad-e83e7c34217a\", \"13ab28a3-4d9a-4492-a4c4-61310e01b308\"], \"total_duration\": 123.0, \"total_sessions\": 5, \"mean_week_duration\": 0.764}}, {\"13849\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-10-07 00:02:15.000000+00:00\", \"2020-12-15 11:48:22.000000+00:00\", \"2021-02-01 09:21:15.000000+00:00\", \"2022-11-29 19:16:47.000000+00:00\"], \"session_ids\": [\"fa52930a-a318-47b0-a68e-7450e998517d\", \"0c4c7565-9580-4075-ad48-c1e4343b13e1\", \"3b962fab-3a8b-4fba-abb6-8bc34c2d9551\", \"43b16eb2-610b-442f-8479-3c7b7e4b0b32\"], \"total_duration\": 224.0, \"total_sessions\": 4, \"mean_week_duration\": 2.0}}, {\"29941\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-07 06:44:36.000000+00:00\", \"2020-11-14 05:44:57.000000+00:00\", \"2019-06-21 11:42:39.000000+00:00\"], \"session_ids\": [\"917e068b-3d56-4468-b30e-5ace6a55a8f4\", \"c6ad8593-c83c-4535-a346-9aeca9a3a09e\", \"fe2c103e-254d-4a8c-8d7e-736d99f01275\"], \"total_duration\": 527.0, \"total_sessions\": 3, \"mean_week_duration\": 3.064}}]\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[{\"21638\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-20 21:15:33.000000+00:00\", \"2023-05-16 19:11:53.000000+00:00\", \"2019-07-18 07:09:57.000000+00:00\", \"2019-05-09 23:38:31.000000+00:00\", \"2019-01-26 01:17:25.000000+00:00\", \"2022-01-22 12:36:28.000000+00:00\", \"2022-02-13 17:54:39.000000+00:00\", \"2020-08-27 06:02:33.000000+00:00\", \"2023-04-24 18:30:44.000000+00:00\"], \"session_ids\": [\"946d226f-52b4-4891-ac87-f51cf0620847\", \"fe36e3ae-9ff1-4e75-8a49-e517fdeceee0\", \"3054183f-cce1-46db-9f80-89554315f0e8\", \"d62a820e-2ab3-4272-a156-6d492be06016\", \"62be1ffc-b5be-4a31-be76-93b25f15756d\", \"45efdef1-7c23-4e90-8b26-8dc6339a8ac1\", \"7d267653-6f2b-4f68-902c-acaf7f02c5c1\", \"648d43c8-bf2c-4916-96dd-6fbbb9e93435\", \"a667d5d3-c368-4ef0-b0f3-a692cb543fac\"], \"total_duration\": 367.0, \"total_sessions\": 9, \"mean_week_duration\": 1.631}}, {\"13976\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-05-10 23:48:00.000000+00:00\", \"2022-06-06 11:43:30.000000+00:00\", \"2022-06-18 19:37:40.000000+00:00\", \"2023-04-06 18:19:39.000000+00:00\", \"2021-10-13 03:49:11.000000+00:00\", \"2020-04-16 22:14:59.000000+00:00\", \"2019-07-06 10:59:18.000000+00:00\", \"2021-02-19 01:49:20.000000+00:00\"], \"session_ids\": [\"445dc402-443b-4156-8bc9-a0663887bd04\", \"d681b007-f419-449a-ada8-0db6c5d4b69e\", \"11a32759-dd22-448a-a5c0-a66eacf772c2\", \"340487bd-df20-44f0-8fb8-c5a6bf51ae9a\", \"718dd6b9-4e9c-4fee-bf7b-b40cb4816e03\", \"1363909c-f329-4c57-bf76-596d575ef113\", \"c43eee6e-2b63-43f2-94d1-0f66baac777d\", \"dc799da8-00e5-4236-a935-2919ac8138c3\"], \"total_duration\": 77.0, \"total_sessions\": 8, \"mean_week_duration\": 0.393}}, {\"34472\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-09-01 16:20:39.000000+00:00\", \"2019-10-07 04:29:51.000000+00:00\", \"2020-01-04 13:22:31.000000+00:00\", \"2022-08-23 08:35:01.000000+00:00\", \"2019-07-28 08:47:02.000000+00:00\"], \"session_ids\": [\"3054d24a-a103-458f-8cab-d1753d76810f\", \"54d5c320-9b92-4532-b3c4-76f0bbbdfed2\", \"4ce21c6d-5d56-4b32-a99d-64218b2ab3fa\", \"73bd366e-c104-4e89-b9ad-e83e7c34217a\", \"13ab28a3-4d9a-4492-a4c4-61310e01b308\"], \"total_duration\": 123.0, \"total_sessions\": 5, \"mean_week_duration\": 0.764}}, {\"13849\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-10-07 00:02:15.000000+00:00\", \"2020-12-15 11:48:22.000000+00:00\", \"2021-02-01 09:21:15.000000+00:00\", \"2022-11-29 19:16:47.000000+00:00\"], \"session_ids\": [\"fa52930a-a318-47b0-a68e-7450e998517d\", \"0c4c7565-9580-4075-ad48-c1e4343b13e1\", \"3b962fab-3a8b-4fba-abb6-8bc34c2d9551\", \"43b16eb2-610b-442f-8479-3c7b7e4b0b32\"], \"total_duration\": 224.0, \"total_sessions\": 4, \"mean_week_duration\": 2.0}}, {\"29941\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-07 06:44:36.000000+00:00\", \"2020-11-14 05:44:57.000000+00:00\", \"2019-06-21 11:42:39.000000+00:00\"], \"session_ids\": [\"917e068b-3d56-4468-b30e-5ace6a55a8f4\", \"c6ad8593-c83c-4535-a346-9aeca9a3a09e\", \"fe2c103e-254d-4a8c-8d7e-736d99f01275\"], \"total_duration\": 527.0, \"total_sessions\": 3, \"mean_week_duration\": 3.064}}]\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 who have total duration amount smaller than 2499 and bigger than 4825 (not including) , moreover sort by time spent on the site ascendingly."
}
] |
[
{
"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{\"64670\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2019-04-26 01:04:30.000000+00:00\", \"2021-10-03 05:37:45.000000+00:00\", \"2019-02-20 00:25:29.000000+00:00\", \"2019-04-13 02:28:08.000000+00:00\", \"2020-03-31 22:06:49.000000+00:00\", \"2022-04-09 07:43:48.000000+00:00\", \"2019-08-12 12:00:53.000000+00:00\", \"2022-06-29 16:23:49.000000+00:00\", \"2021-08-20 21:07:58.000000+00:00\"], \"session_ids\": [\"99e2a14b-51ca-4807-a74d-5fd9bd267cf0\", \"a52d7647-ec02-413a-aca0-a7ee15add20f\", \"506ca30f-174f-473c-89e4-20a5abb91ec5\", \"d39b19cb-e9ca-42cb-a688-721dc8d9250f\", \"5e7692a1-5318-4718-bc30-0db6a3d7c40e\", \"6008bf8e-da60-4221-804a-21458b0620e3\", \"5ca1d6d1-0cb8-4886-b9ec-50051185194d\", \"2faabaa9-fd2e-4923-9760-2d35a17a259b\", \"e39a9c7b-cc76-4d5f-abe5-17f10e0d84a2\"], \"total_duration\": 14333.0, \"total_sessions\": 9, \"mean_week_duration\": 81.903}, \"37482\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-17 22:52:28.000000+00:00\", \"2021-12-26 23:12:04.000000+00:00\"], \"session_ids\": [\"f3088442-d307-48c1-98b5-b4836b372cd4\", \"e823e8d7-ab39-4bea-80de-bf39ba0ca969\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 2.202}, \"98641\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-10-08 00:07:44.000000+00:00\", \"2019-12-08 15:42:50.000000+00:00\"], \"session_ids\": [\"44d43151-5866-4de6-9242-3ca86639d5c7\", \"c4d79b58-d167-4bb3-ad3d-753a35018356\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 1.448}, \"43133\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-05-09 00:36:06.000000+00:00\", \"2021-08-10 11:01:14.000000+00:00\", \"2019-05-15 16:17:27.000000+00:00\", \"2021-03-09 01:28:10.000000+00:00\", \"2020-09-30 18:23:13.000000+00:00\", \"2020-08-11 02:48:06.000000+00:00\"], \"session_ids\": [\"7c711a37-82f4-47d8-937f-b4df8509e49c\", \"25f9dd4c-6a46-4fa1-a213-6eacb4ce99f5\", \"2c2947ea-467e-470f-a25b-2216b82db626\", \"e018b9cc-989d-4ecb-a6f6-bc7adb0f4974\", \"b69429c6-205a-4f3e-9eef-f3155018ff84\", \"aca56470-6d34-440e-8b09-d91a38b5eb74\"], \"total_duration\": 392.0, \"total_sessions\": 6, \"mean_week_duration\": 3.322}, \"96098\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-07-13 16:57:40.000000+00:00\", \"2023-03-02 17:49:12.000000+00:00\"], \"session_ids\": [\"861ff47a-8eb4-4edf-8a06-49c13f83541d\", \"3b150be0-67ca-4603-9c6b-d7f449846757\"], \"total_duration\": 159.0, \"total_sessions\": 2, \"mean_week_duration\": 4.676}, \"68099\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4}, \"city_name\": \"Dubai\", \"datetimes\": [\"2020-04-22 12:46:37.000000+00:00\", \"2022-01-02 23:11:20.000000+00:00\", \"2019-04-14 15:07:05.000000+00:00\", \"2019-09-26 23:43:33.000000+00:00\", \"2022-08-07 18:43:29.000000+00:00\", \"2021-07-05 05:00:11.000000+00:00\", \"2021-12-25 06:14:57.000000+00:00\"], \"session_ids\": [\"989ae371-e253-4b85-a2b5-ee5ed9f081d2\", \"f3f49176-9531-4583-a628-be42892470f4\", \"f4a7ecfa-f8c3-4128-ae3f-52f19de835e6\", \"a1711a42-de25-4be0-9da4-863d07d22579\", \"72899317-2f58-41f7-b04f-7903a0dea7e7\", \"7ebcac60-cb34-4a7e-8398-344cd4f93849\", \"a0017e9d-605d-4b5c-992c-101015aa7253\"], \"total_duration\": 210.0, \"total_sessions\": 7, \"mean_week_duration\": 1.214}, \"97225\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2019-01-22 04:31:27.000000+00:00\", \"2020-09-01 08:13:38.000000+00:00\", \"2022-01-24 12:29:01.000000+00:00\"], \"session_ids\": [\"0b8e7c98-654f-4a33-a213-ce71e9413f86\", \"fdf8b4d0-be02-485c-a6b2-323e21e854f4\", \"c0c8875c-5de6-426f-90be-3a26bac8e11c\"], \"total_duration\": 301.0, \"total_sessions\": 3, \"mean_week_duration\": 1.917}, \"89138\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-07-17 08:21:59.000000+00:00\", \"2023-05-08 17:56:16.000000+00:00\"], \"session_ids\": [\"7ba7f7e8-b51f-4c9a-bb4d-5ef7fc50a469\", \"07abc7df-0ff4-4387-b79c-a89237b28828\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 0.415}, \"18704\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 5}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-02-21 15:25:31.000000+00:00\", \"2022-04-23 16:24:40.000000+00:00\"], \"session_ids\": [\"dcdcbd7d-24ef-42cb-98a2-1dc1b457d414\", \"bf83f064-1815-4eeb-87a8-cac361599e11\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 2.222}, \"8131\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-07-20 02:48:50.000000+00:00\", \"2023-05-24 13:50:12.000000+00:00\", \"2019-06-12 01:54:43.000000+00:00\"], \"session_ids\": [\"a9750db5-1639-4112-9815-3130dca79c38\", \"7de068e3-7481-4d85-a3b2-8ce47522807c\", \"02b0893e-e861-4686-b4a8-7c96b711a18d\"], \"total_duration\": 660.0, \"total_sessions\": 3, \"mean_week_duration\": 3.204}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or less than 2499 and are greater than 4825"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_duration\": [[2499, 4825]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"37482\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-17 22:52:28.000000+00:00\", \"2021-12-26 23:12:04.000000+00:00\"], \"session_ids\": [\"f3088442-d307-48c1-98b5-b4836b372cd4\", \"e823e8d7-ab39-4bea-80de-bf39ba0ca969\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 2.202}, \"98641\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-10-08 00:07:44.000000+00:00\", \"2019-12-08 15:42:50.000000+00:00\"], \"session_ids\": [\"44d43151-5866-4de6-9242-3ca86639d5c7\", \"c4d79b58-d167-4bb3-ad3d-753a35018356\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 1.448}, \"43133\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-05-09 00:36:06.000000+00:00\", \"2021-08-10 11:01:14.000000+00:00\", \"2019-05-15 16:17:27.000000+00:00\", \"2021-03-09 01:28:10.000000+00:00\", \"2020-09-30 18:23:13.000000+00:00\", \"2020-08-11 02:48:06.000000+00:00\"], \"session_ids\": [\"7c711a37-82f4-47d8-937f-b4df8509e49c\", \"25f9dd4c-6a46-4fa1-a213-6eacb4ce99f5\", \"2c2947ea-467e-470f-a25b-2216b82db626\", \"e018b9cc-989d-4ecb-a6f6-bc7adb0f4974\", \"b69429c6-205a-4f3e-9eef-f3155018ff84\", \"aca56470-6d34-440e-8b09-d91a38b5eb74\"], \"total_duration\": 392.0, \"total_sessions\": 6, \"mean_week_duration\": 3.322}, \"96098\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-07-13 16:57:40.000000+00:00\", \"2023-03-02 17:49:12.000000+00:00\"], \"session_ids\": [\"861ff47a-8eb4-4edf-8a06-49c13f83541d\", \"3b150be0-67ca-4603-9c6b-d7f449846757\"], \"total_duration\": 159.0, \"total_sessions\": 2, \"mean_week_duration\": 4.676}, \"68099\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4}, \"city_name\": \"Dubai\", \"datetimes\": [\"2020-04-22 12:46:37.000000+00:00\", \"2022-01-02 23:11:20.000000+00:00\", \"2019-04-14 15:07:05.000000+00:00\", \"2019-09-26 23:43:33.000000+00:00\", \"2022-08-07 18:43:29.000000+00:00\", \"2021-07-05 05:00:11.000000+00:00\", \"2021-12-25 06:14:57.000000+00:00\"], \"session_ids\": [\"989ae371-e253-4b85-a2b5-ee5ed9f081d2\", \"f3f49176-9531-4583-a628-be42892470f4\", \"f4a7ecfa-f8c3-4128-ae3f-52f19de835e6\", \"a1711a42-de25-4be0-9da4-863d07d22579\", \"72899317-2f58-41f7-b04f-7903a0dea7e7\", \"7ebcac60-cb34-4a7e-8398-344cd4f93849\", \"a0017e9d-605d-4b5c-992c-101015aa7253\"], \"total_duration\": 210.0, \"total_sessions\": 7, \"mean_week_duration\": 1.214}, \"97225\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2019-01-22 04:31:27.000000+00:00\", \"2020-09-01 08:13:38.000000+00:00\", \"2022-01-24 12:29:01.000000+00:00\"], \"session_ids\": [\"0b8e7c98-654f-4a33-a213-ce71e9413f86\", \"fdf8b4d0-be02-485c-a6b2-323e21e854f4\", \"c0c8875c-5de6-426f-90be-3a26bac8e11c\"], \"total_duration\": 301.0, \"total_sessions\": 3, \"mean_week_duration\": 1.917}, \"89138\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-07-17 08:21:59.000000+00:00\", \"2023-05-08 17:56:16.000000+00:00\"], \"session_ids\": [\"7ba7f7e8-b51f-4c9a-bb4d-5ef7fc50a469\", \"07abc7df-0ff4-4387-b79c-a89237b28828\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 0.415}, \"18704\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 5}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-02-21 15:25:31.000000+00:00\", \"2022-04-23 16:24:40.000000+00:00\"], \"session_ids\": [\"dcdcbd7d-24ef-42cb-98a2-1dc1b457d414\", \"bf83f064-1815-4eeb-87a8-cac361599e11\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 2.222}, \"8131\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-07-20 02:48:50.000000+00:00\", \"2023-05-24 13:50:12.000000+00:00\", \"2019-06-12 01:54:43.000000+00:00\"], \"session_ids\": [\"a9750db5-1639-4112-9815-3130dca79c38\", \"7de068e3-7481-4d85-a3b2-8ce47522807c\", \"02b0893e-e861-4686-b4a8-7c96b711a18d\"], \"total_duration\": 660.0, \"total_sessions\": 3, \"mean_week_duration\": 3.204}, \"64670\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2019-04-26 01:04:30.000000+00:00\", \"2021-10-03 05:37:45.000000+00:00\", \"2019-02-20 00:25:29.000000+00:00\", \"2019-04-13 02:28:08.000000+00:00\", \"2020-03-31 22:06:49.000000+00:00\", \"2022-04-09 07:43:48.000000+00:00\", \"2019-08-12 12:00:53.000000+00:00\", \"2022-06-29 16:23:49.000000+00:00\", \"2021-08-20 21:07:58.000000+00:00\"], \"session_ids\": [\"99e2a14b-51ca-4807-a74d-5fd9bd267cf0\", \"a52d7647-ec02-413a-aca0-a7ee15add20f\", \"506ca30f-174f-473c-89e4-20a5abb91ec5\", \"d39b19cb-e9ca-42cb-a688-721dc8d9250f\", \"5e7692a1-5318-4718-bc30-0db6a3d7c40e\", \"6008bf8e-da60-4221-804a-21458b0620e3\", \"5ca1d6d1-0cb8-4886-b9ec-50051185194d\", \"2faabaa9-fd2e-4923-9760-2d35a17a259b\", \"e39a9c7b-cc76-4d5f-abe5-17f10e0d84a2\"], \"total_duration\": 14333.0, \"total_sessions\": 9, \"mean_week_duration\": 81.903}}\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[{\"18704\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 5}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-02-21 15:25:31.000000+00:00\", \"2022-04-23 16:24:40.000000+00:00\"], \"session_ids\": [\"dcdcbd7d-24ef-42cb-98a2-1dc1b457d414\", \"bf83f064-1815-4eeb-87a8-cac361599e11\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 2.222}}, {\"89138\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-07-17 08:21:59.000000+00:00\", \"2023-05-08 17:56:16.000000+00:00\"], \"session_ids\": [\"7ba7f7e8-b51f-4c9a-bb4d-5ef7fc50a469\", \"07abc7df-0ff4-4387-b79c-a89237b28828\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 0.415}}, {\"98641\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-10-08 00:07:44.000000+00:00\", \"2019-12-08 15:42:50.000000+00:00\"], \"session_ids\": [\"44d43151-5866-4de6-9242-3ca86639d5c7\", \"c4d79b58-d167-4bb3-ad3d-753a35018356\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 1.448}}, {\"96098\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-07-13 16:57:40.000000+00:00\", \"2023-03-02 17:49:12.000000+00:00\"], \"session_ids\": [\"861ff47a-8eb4-4edf-8a06-49c13f83541d\", \"3b150be0-67ca-4603-9c6b-d7f449846757\"], \"total_duration\": 159.0, \"total_sessions\": 2, \"mean_week_duration\": 4.676}}, {\"37482\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-17 22:52:28.000000+00:00\", \"2021-12-26 23:12:04.000000+00:00\"], \"session_ids\": [\"f3088442-d307-48c1-98b5-b4836b372cd4\", \"e823e8d7-ab39-4bea-80de-bf39ba0ca969\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 2.202}}, {\"68099\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4}, \"city_name\": \"Dubai\", \"datetimes\": [\"2020-04-22 12:46:37.000000+00:00\", \"2022-01-02 23:11:20.000000+00:00\", \"2019-04-14 15:07:05.000000+00:00\", \"2019-09-26 23:43:33.000000+00:00\", \"2022-08-07 18:43:29.000000+00:00\", \"2021-07-05 05:00:11.000000+00:00\", \"2021-12-25 06:14:57.000000+00:00\"], \"session_ids\": [\"989ae371-e253-4b85-a2b5-ee5ed9f081d2\", \"f3f49176-9531-4583-a628-be42892470f4\", \"f4a7ecfa-f8c3-4128-ae3f-52f19de835e6\", \"a1711a42-de25-4be0-9da4-863d07d22579\", \"72899317-2f58-41f7-b04f-7903a0dea7e7\", \"7ebcac60-cb34-4a7e-8398-344cd4f93849\", \"a0017e9d-605d-4b5c-992c-101015aa7253\"], \"total_duration\": 210.0, \"total_sessions\": 7, \"mean_week_duration\": 1.214}}, {\"97225\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2019-01-22 04:31:27.000000+00:00\", \"2020-09-01 08:13:38.000000+00:00\", \"2022-01-24 12:29:01.000000+00:00\"], \"session_ids\": [\"0b8e7c98-654f-4a33-a213-ce71e9413f86\", \"fdf8b4d0-be02-485c-a6b2-323e21e854f4\", \"c0c8875c-5de6-426f-90be-3a26bac8e11c\"], \"total_duration\": 301.0, \"total_sessions\": 3, \"mean_week_duration\": 1.917}}, {\"43133\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-05-09 00:36:06.000000+00:00\", \"2021-08-10 11:01:14.000000+00:00\", \"2019-05-15 16:17:27.000000+00:00\", \"2021-03-09 01:28:10.000000+00:00\", \"2020-09-30 18:23:13.000000+00:00\", \"2020-08-11 02:48:06.000000+00:00\"], \"session_ids\": [\"7c711a37-82f4-47d8-937f-b4df8509e49c\", \"25f9dd4c-6a46-4fa1-a213-6eacb4ce99f5\", \"2c2947ea-467e-470f-a25b-2216b82db626\", \"e018b9cc-989d-4ecb-a6f6-bc7adb0f4974\", \"b69429c6-205a-4f3e-9eef-f3155018ff84\", \"aca56470-6d34-440e-8b09-d91a38b5eb74\"], \"total_duration\": 392.0, \"total_sessions\": 6, \"mean_week_duration\": 3.322}}, {\"8131\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-07-20 02:48:50.000000+00:00\", \"2023-05-24 13:50:12.000000+00:00\", \"2019-06-12 01:54:43.000000+00:00\"], \"session_ids\": [\"a9750db5-1639-4112-9815-3130dca79c38\", \"7de068e3-7481-4d85-a3b2-8ce47522807c\", \"02b0893e-e861-4686-b4a8-7c96b711a18d\"], \"total_duration\": 660.0, \"total_sessions\": 3, \"mean_week_duration\": 3.204}}, {\"64670\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2019-04-26 01:04:30.000000+00:00\", \"2021-10-03 05:37:45.000000+00:00\", \"2019-02-20 00:25:29.000000+00:00\", \"2019-04-13 02:28:08.000000+00:00\", \"2020-03-31 22:06:49.000000+00:00\", \"2022-04-09 07:43:48.000000+00:00\", \"2019-08-12 12:00:53.000000+00:00\", \"2022-06-29 16:23:49.000000+00:00\", \"2021-08-20 21:07:58.000000+00:00\"], \"session_ids\": [\"99e2a14b-51ca-4807-a74d-5fd9bd267cf0\", \"a52d7647-ec02-413a-aca0-a7ee15add20f\", \"506ca30f-174f-473c-89e4-20a5abb91ec5\", \"d39b19cb-e9ca-42cb-a688-721dc8d9250f\", \"5e7692a1-5318-4718-bc30-0db6a3d7c40e\", \"6008bf8e-da60-4221-804a-21458b0620e3\", \"5ca1d6d1-0cb8-4886-b9ec-50051185194d\", \"2faabaa9-fd2e-4923-9760-2d35a17a259b\", \"e39a9c7b-cc76-4d5f-abe5-17f10e0d84a2\"], \"total_duration\": 14333.0, \"total_sessions\": 9, \"mean_week_duration\": 81.903}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 7 entries and exclude 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[{\"18704\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 5}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-02-21 15:25:31.000000+00:00\", \"2022-04-23 16:24:40.000000+00:00\"], \"session_ids\": [\"dcdcbd7d-24ef-42cb-98a2-1dc1b457d414\", \"bf83f064-1815-4eeb-87a8-cac361599e11\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 2.222}}, {\"89138\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-07-17 08:21:59.000000+00:00\", \"2023-05-08 17:56:16.000000+00:00\"], \"session_ids\": [\"7ba7f7e8-b51f-4c9a-bb4d-5ef7fc50a469\", \"07abc7df-0ff4-4387-b79c-a89237b28828\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 0.415}}, {\"98641\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-10-08 00:07:44.000000+00:00\", \"2019-12-08 15:42:50.000000+00:00\"], \"session_ids\": [\"44d43151-5866-4de6-9242-3ca86639d5c7\", \"c4d79b58-d167-4bb3-ad3d-753a35018356\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 1.448}}, {\"96098\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-07-13 16:57:40.000000+00:00\", \"2023-03-02 17:49:12.000000+00:00\"], \"session_ids\": [\"861ff47a-8eb4-4edf-8a06-49c13f83541d\", \"3b150be0-67ca-4603-9c6b-d7f449846757\"], \"total_duration\": 159.0, \"total_sessions\": 2, \"mean_week_duration\": 4.676}}, {\"37482\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-17 22:52:28.000000+00:00\", \"2021-12-26 23:12:04.000000+00:00\"], \"session_ids\": [\"f3088442-d307-48c1-98b5-b4836b372cd4\", \"e823e8d7-ab39-4bea-80de-bf39ba0ca969\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 2.202}}, {\"68099\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4}, \"city_name\": \"Dubai\", \"datetimes\": [\"2020-04-22 12:46:37.000000+00:00\", \"2022-01-02 23:11:20.000000+00:00\", \"2019-04-14 15:07:05.000000+00:00\", \"2019-09-26 23:43:33.000000+00:00\", \"2022-08-07 18:43:29.000000+00:00\", \"2021-07-05 05:00:11.000000+00:00\", \"2021-12-25 06:14:57.000000+00:00\"], \"session_ids\": [\"989ae371-e253-4b85-a2b5-ee5ed9f081d2\", \"f3f49176-9531-4583-a628-be42892470f4\", \"f4a7ecfa-f8c3-4128-ae3f-52f19de835e6\", \"a1711a42-de25-4be0-9da4-863d07d22579\", \"72899317-2f58-41f7-b04f-7903a0dea7e7\", \"7ebcac60-cb34-4a7e-8398-344cd4f93849\", \"a0017e9d-605d-4b5c-992c-101015aa7253\"], \"total_duration\": 210.0, \"total_sessions\": 7, \"mean_week_duration\": 1.214}}, {\"97225\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2019-01-22 04:31:27.000000+00:00\", \"2020-09-01 08:13:38.000000+00:00\", \"2022-01-24 12:29:01.000000+00:00\"], \"session_ids\": [\"0b8e7c98-654f-4a33-a213-ce71e9413f86\", \"fdf8b4d0-be02-485c-a6b2-323e21e854f4\", \"c0c8875c-5de6-426f-90be-3a26bac8e11c\"], \"total_duration\": 301.0, \"total_sessions\": 3, \"mean_week_duration\": 1.917}}]\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[{\"18704\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 5}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-02-21 15:25:31.000000+00:00\", \"2022-04-23 16:24:40.000000+00:00\"], \"session_ids\": [\"dcdcbd7d-24ef-42cb-98a2-1dc1b457d414\", \"bf83f064-1815-4eeb-87a8-cac361599e11\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 2.222}}, {\"89138\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-07-17 08:21:59.000000+00:00\", \"2023-05-08 17:56:16.000000+00:00\"], \"session_ids\": [\"7ba7f7e8-b51f-4c9a-bb4d-5ef7fc50a469\", \"07abc7df-0ff4-4387-b79c-a89237b28828\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 0.415}}, {\"98641\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-10-08 00:07:44.000000+00:00\", \"2019-12-08 15:42:50.000000+00:00\"], \"session_ids\": [\"44d43151-5866-4de6-9242-3ca86639d5c7\", \"c4d79b58-d167-4bb3-ad3d-753a35018356\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 1.448}}, {\"96098\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-07-13 16:57:40.000000+00:00\", \"2023-03-02 17:49:12.000000+00:00\"], \"session_ids\": [\"861ff47a-8eb4-4edf-8a06-49c13f83541d\", \"3b150be0-67ca-4603-9c6b-d7f449846757\"], \"total_duration\": 159.0, \"total_sessions\": 2, \"mean_week_duration\": 4.676}}, {\"37482\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-17 22:52:28.000000+00:00\", \"2021-12-26 23:12:04.000000+00:00\"], \"session_ids\": [\"f3088442-d307-48c1-98b5-b4836b372cd4\", \"e823e8d7-ab39-4bea-80de-bf39ba0ca969\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 2.202}}, {\"68099\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4}, \"city_name\": \"Dubai\", \"datetimes\": [\"2020-04-22 12:46:37.000000+00:00\", \"2022-01-02 23:11:20.000000+00:00\", \"2019-04-14 15:07:05.000000+00:00\", \"2019-09-26 23:43:33.000000+00:00\", \"2022-08-07 18:43:29.000000+00:00\", \"2021-07-05 05:00:11.000000+00:00\", \"2021-12-25 06:14:57.000000+00:00\"], \"session_ids\": [\"989ae371-e253-4b85-a2b5-ee5ed9f081d2\", \"f3f49176-9531-4583-a628-be42892470f4\", \"f4a7ecfa-f8c3-4128-ae3f-52f19de835e6\", \"a1711a42-de25-4be0-9da4-863d07d22579\", \"72899317-2f58-41f7-b04f-7903a0dea7e7\", \"7ebcac60-cb34-4a7e-8398-344cd4f93849\", \"a0017e9d-605d-4b5c-992c-101015aa7253\"], \"total_duration\": 210.0, \"total_sessions\": 7, \"mean_week_duration\": 1.214}}, {\"97225\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2019-01-22 04:31:27.000000+00:00\", \"2020-09-01 08:13:38.000000+00:00\", \"2022-01-24 12:29:01.000000+00:00\"], \"session_ids\": [\"0b8e7c98-654f-4a33-a213-ce71e9413f86\", \"fdf8b4d0-be02-485c-a6b2-323e21e854f4\", \"c0c8875c-5de6-426f-90be-3a26bac8e11c\"], \"total_duration\": 301.0, \"total_sessions\": 3, \"mean_week_duration\": 1.917}}]\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 6 users to me with a site usage time per week that is above 9 and below 50, exclusive 50 inclusive 9 also put to use sorting by total_sessions in ascending order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"93971\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-10-07 03:09:47.000000+00:00\", \"2019-08-13 17:35:39.000000+00:00\"], \"session_ids\": [\"869f896a-a0bf-408b-9482-9b7e5e2e9c95\", \"6cb6c04a-75e4-424d-9061-45ee8c545e1b\"], \"total_duration\": 193.0, \"total_sessions\": 2, \"mean_week_duration\": 3.217}, \"70950\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-05-13 16:41:35.000000+00:00\", \"2019-09-27 07:26:54.000000+00:00\"], \"session_ids\": [\"0c7e3722-90c4-442f-9efd-6ffd74042f04\", \"7784c144-7f7b-447f-af00-ad4a5b759a10\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 2.05}, \"68212\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-25 16:20:23.000000+00:00\", \"2020-01-09 19:55:06.000000+00:00\"], \"session_ids\": [\"16b7e183-d926-4abb-bee8-e8208bd8c925\", \"b0ff8260-4720-490f-8488-23a083ab09f4\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 2.319}, \"16530\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-10-11 05:39:40.000000+00:00\", \"2020-11-29 19:34:13.000000+00:00\", \"2020-10-03 01:55:52.000000+00:00\"], \"session_ids\": [\"642a5645-2e50-49fd-8694-6cf1283fee53\", \"e58eb645-9171-43f6-9bd1-0dfda1de2277\", \"5ad2d738-40d0-49be-a3e9-4adc63e6d36f\"], \"total_duration\": 128.0, \"total_sessions\": 3, \"mean_week_duration\": 2.37}, \"89296\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-05-29 02:27:03.000000+00:00\", \"2019-04-17 14:37:08.000000+00:00\"], \"session_ids\": [\"31efb105-9547-471f-ba19-6fef4630c8d0\", \"e7189d39-188e-407e-96b8-a154dfe5aaff\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.223}, \"17234\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-06-04 17:17:01.000000+00:00\", \"2020-01-03 11:41:56.000000+00:00\"], \"session_ids\": [\"8105f30c-9400-45e0-8e2c-52fac5cc81cc\", \"ec47848b-4229-4043-b70b-97f7a790c046\"], \"total_duration\": 189.0, \"total_sessions\": 2, \"mean_week_duration\": 8.591}, \"24799\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-12-08 21:44:07.000000+00:00\", \"2019-07-05 04:02:07.000000+00:00\", \"2023-04-27 12:48:27.000000+00:00\"], \"session_ids\": [\"c4ca8912-2606-4d2b-837e-f75b3e6c612b\", \"9bc3c1e1-2d5f-4ab1-b4e9-542bea8b464c\", \"d245a632-63f5-49fb-9ad0-c2834dfba5d4\"], \"total_duration\": 971.0, \"total_sessions\": 3, \"mean_week_duration\": 4.879}, \"20125\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-09-01 01:37:44.000000+00:00\", \"2022-08-09 09:57:31.000000+00:00\", \"2022-03-17 21:00:31.000000+00:00\", \"2019-12-13 02:39:26.000000+00:00\"], \"session_ids\": [\"d15f7e97-e1cc-41c2-9ce5-9aa2fec1224c\", \"3ca22c97-45c9-4afb-b8c2-713d23ac3621\", \"d98688d5-7d8e-4ca7-b1a0-c0dd8ae6b90f\", \"770a405e-1dd7-4fbd-b6db-a33a3923757e\"], \"total_duration\": 584.0, \"total_sessions\": 4, \"mean_week_duration\": 3.792}, \"52161\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-06 14:40:04.000000+00:00\", \"2019-04-29 05:39:37.000000+00:00\"], \"session_ids\": [\"aa9c6da3-1848-4eea-8d0d-6920da69c0ce\", \"cedbb1cc-457a-48aa-8e28-f237fd07ba95\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 1.156}, \"30419\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-04-16 16:19:56.000000+00:00\", \"2021-04-20 11:59:19.000000+00:00\"], \"session_ids\": [\"66190fac-58c6-4b5d-8595-d5cff49aaf52\", \"7b27de0e-b3b3-4bb0-a9e5-120af58b9897\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 33.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or greater than 9 and are less than 50"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[9, 50]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"30419\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-04-16 16:19:56.000000+00:00\", \"2021-04-20 11:59:19.000000+00:00\"], \"session_ids\": [\"66190fac-58c6-4b5d-8595-d5cff49aaf52\", \"7b27de0e-b3b3-4bb0-a9e5-120af58b9897\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 33.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"30419\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-04-16 16:19:56.000000+00:00\", \"2021-04-20 11:59:19.000000+00:00\"], \"session_ids\": [\"66190fac-58c6-4b5d-8595-d5cff49aaf52\", \"7b27de0e-b3b3-4bb0-a9e5-120af58b9897\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 33.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 6 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"30419\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-04-16 16:19:56.000000+00:00\", \"2021-04-20 11:59:19.000000+00:00\"], \"session_ids\": [\"66190fac-58c6-4b5d-8595-d5cff49aaf52\", \"7b27de0e-b3b3-4bb0-a9e5-120af58b9897\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 33.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"30419\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-04-16 16:19:56.000000+00:00\", \"2021-04-20 11:59:19.000000+00:00\"], \"session_ids\": [\"66190fac-58c6-4b5d-8595-d5cff49aaf52\", \"7b27de0e-b3b3-4bb0-a9e5-120af58b9897\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 33.0}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please offer data on user who is the primary user in terms of total sessions , and perform sorting by time spent on the site in desc , and save only 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"19392\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-10-09 17:51:24.000000+00:00\", \"2021-08-30 05:16:42.000000+00:00\"], \"session_ids\": [\"69102e3f-ef08-4007-9172-6181f02fcb14\", \"57e136ba-8379-45c0-b33e-7abfce62b151\"], \"total_duration\": 342.0, \"total_sessions\": 2, \"mean_week_duration\": 3.455}, \"71939\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-07-17 04:57:15.000000+00:00\", \"2019-01-07 19:37:53.000000+00:00\"], \"session_ids\": [\"0549e48e-00ae-4bdd-b396-4f869219745d\", \"019c2cc8-01f7-4330-901a-aa0c0a1df321\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 0.516}, \"35821\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-03-10 02:03:39.000000+00:00\", \"2021-04-10 17:26:49.000000+00:00\"], \"session_ids\": [\"3e800d8c-d247-4990-bcfb-4140e30f5d42\", \"f2d57619-a7c9-4335-8ee7-2e7c98f1209c\"], \"total_duration\": 166.0, \"total_sessions\": 2, \"mean_week_duration\": 33.2}, \"48043\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Sydney\", \"datetimes\": [\"2021-04-11 02:52:47.000000+00:00\", \"2021-01-02 06:13:27.000000+00:00\", \"2019-10-15 02:44:44.000000+00:00\", \"2022-01-26 04:29:11.000000+00:00\", \"2019-12-15 23:05:13.000000+00:00\", \"2022-04-19 19:14:14.000000+00:00\"], \"session_ids\": [\"f03bfe94-f04a-4e25-9d3d-2fdfca11b274\", \"3cfd1916-9a91-455b-aea8-b7c4fc84a30d\", \"2eeae856-cce3-4127-bffa-a8bbd69889a3\", \"f3d1ed26-99c4-4e8a-9fbc-0a8c48d5d705\", \"4c9c2da9-5d4f-412a-9e5c-28726252379a\", \"03faf54b-5010-40c2-b894-cc8ea1698f01\"], \"total_duration\": 1720.0, \"total_sessions\": 6, \"mean_week_duration\": 13.13}, \"99596\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-08-12 14:46:53.000000+00:00\", \"2021-11-02 16:08:28.000000+00:00\"], \"session_ids\": [\"f3db43dc-7ba7-4168-a0cd-b64d23aca79f\", \"64900fb1-04d3-4762-9e50-76a35a4063ed\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 2.214}, \"90857\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-04-28 11:58:13.000000+00:00\", \"2020-10-13 17:28:56.000000+00:00\"], \"session_ids\": [\"10407b94-a573-4d98-bc95-cfc6ea8998a5\", \"dbcabbe7-f1dc-4174-998c-f58b03fa239b\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 7.583}, \"29795\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-03-08 07:39:08.000000+00:00\", \"2022-12-24 01:33:40.000000+00:00\", \"2022-11-12 14:41:09.000000+00:00\", \"2023-03-20 21:52:35.000000+00:00\"], \"session_ids\": [\"709a08ee-b884-4a49-8374-c2103f7e1129\", \"be68d296-dfed-4ba4-87aa-5994303687f9\", \"04420d02-43e2-454b-8807-ab3bb90889d8\", \"16dcc069-9944-4acd-9695-16d3c78468d6\"], \"total_duration\": 936.0, \"total_sessions\": 4, \"mean_week_duration\": 8.83}, \"27830\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-02-05 02:11:05.000000+00:00\", \"2020-05-04 08:25:32.000000+00:00\", \"2023-01-21 03:43:25.000000+00:00\", \"2019-04-25 22:19:39.000000+00:00\", \"2019-11-23 10:40:57.000000+00:00\", \"2020-06-04 15:54:06.000000+00:00\", \"2022-12-17 09:12:44.000000+00:00\", \"2021-10-10 07:05:51.000000+00:00\", \"2023-02-05 22:40:20.000000+00:00\"], \"session_ids\": [\"ab7a1146-470c-4eb2-ae1c-7e525fb3cb24\", \"4be8d9d8-e613-4c4f-9fcc-d17d25954d69\", \"26f583fe-2c64-4397-b4b7-f025ffafd3ba\", \"33c7d8cc-c1f4-477f-9a96-fe87a5c60388\", \"cdbb3d73-7a1f-4d88-9006-0895d8ffc738\", \"6d05c706-ac61-4dfe-bd9d-fc8a69198703\", \"61903dbb-f461-4549-803d-cfdb6923169d\", \"96a01c1a-92bc-40b1-aea7-f830b565f1b4\", \"049fd645-a37a-4930-9240-a3c1eadaac9f\"], \"total_duration\": 18573.0, \"total_sessions\": 9, \"mean_week_duration\": 93.803}, \"57586\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-05-31 20:30:33.000000+00:00\", \"2022-05-11 11:49:07.000000+00:00\", \"2022-01-17 05:54:47.000000+00:00\", \"2021-03-06 02:35:30.000000+00:00\", \"2020-10-07 07:00:06.000000+00:00\", \"2020-08-12 17:06:10.000000+00:00\", \"2022-09-26 16:31:19.000000+00:00\", \"2019-08-07 13:58:52.000000+00:00\", \"2019-11-28 09:57:40.000000+00:00\", \"2019-06-24 09:06:12.000000+00:00\"], \"session_ids\": [\"efbb1367-2f83-479b-8f05-e8a154e91d22\", \"eb34a4d9-5793-496a-a7d4-a04347c9dcea\", \"f6d7b5da-a35c-44ba-b061-eaab68c04ccb\", \"6aff331a-a3e1-4faf-81ba-837bd2a91d8c\", \"42a7622c-d7d7-490d-a170-dc47f5851c9a\", \"3a40f792-25d4-4611-aca9-5331c5dc0fc4\", \"ddf63dbb-6fd5-4f03-9aeb-7de72fdcb3ee\", \"c59a6265-1186-4796-a837-b8d3a17d446b\", \"102191ed-e4f7-4d57-8217-72a81425bb11\", \"c4786326-cb7f-4244-9d95-0a8a75ce6e01\"], \"total_duration\": 38884.0, \"total_sessions\": 10, \"mean_week_duration\": 228.729}, \"9761\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-02-18 16:49:07.000000+00:00\", \"2023-01-15 01:32:03.000000+00:00\", \"2019-11-05 22:20:28.000000+00:00\", \"2019-05-02 11:43:42.000000+00:00\", \"2020-07-18 06:31:26.000000+00:00\", \"2020-05-06 15:08:40.000000+00:00\", \"2022-09-18 23:57:29.000000+00:00\", \"2020-10-03 09:33:07.000000+00:00\", \"2020-10-22 14:27:56.000000+00:00\", \"2021-11-23 08:59:21.000000+00:00\"], \"session_ids\": [\"9284c52b-c9f6-448c-907f-393f6ce837c5\", \"5cc1d4d8-9cd8-45c1-913f-88508ee9c05f\", \"bb603749-2252-435b-a89f-be657a7e24cb\", \"356710ad-9e3a-447e-9169-1e5db48744cc\", \"60ddee61-dd8f-434d-a07d-8253caf3a6cf\", \"5a035e4a-7345-46d5-ac55-2b9cae536f28\", \"bc9b8efd-89db-45d5-8aaa-bac6c5c5b8b7\", \"3a3a975d-91d1-4f38-87be-cef3212f4104\", \"07e22d69-2c4c-4125-9b67-4fd1911ee2b2\", \"450bca5e-4077-48c7-8e7a-ff5a96b3a2ed\"], \"total_duration\": 42226.0, \"total_sessions\": 10, \"mean_week_duration\": 217.66}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the highest 1 total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": true, \"quant_to_remain\": 1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"57586\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-05-31 20:30:33.000000+00:00\", \"2022-05-11 11:49:07.000000+00:00\", \"2022-01-17 05:54:47.000000+00:00\", \"2021-03-06 02:35:30.000000+00:00\", \"2020-10-07 07:00:06.000000+00:00\", \"2020-08-12 17:06:10.000000+00:00\", \"2022-09-26 16:31:19.000000+00:00\", \"2019-08-07 13:58:52.000000+00:00\", \"2019-11-28 09:57:40.000000+00:00\", \"2019-06-24 09:06:12.000000+00:00\"], \"session_ids\": [\"efbb1367-2f83-479b-8f05-e8a154e91d22\", \"eb34a4d9-5793-496a-a7d4-a04347c9dcea\", \"f6d7b5da-a35c-44ba-b061-eaab68c04ccb\", \"6aff331a-a3e1-4faf-81ba-837bd2a91d8c\", \"42a7622c-d7d7-490d-a170-dc47f5851c9a\", \"3a40f792-25d4-4611-aca9-5331c5dc0fc4\", \"ddf63dbb-6fd5-4f03-9aeb-7de72fdcb3ee\", \"c59a6265-1186-4796-a837-b8d3a17d446b\", \"102191ed-e4f7-4d57-8217-72a81425bb11\", \"c4786326-cb7f-4244-9d95-0a8a75ce6e01\"], \"total_duration\": 38884.0, \"total_sessions\": 10, \"mean_week_duration\": 228.729}}, {\"9761\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-02-18 16:49:07.000000+00:00\", \"2023-01-15 01:32:03.000000+00:00\", \"2019-11-05 22:20:28.000000+00:00\", \"2019-05-02 11:43:42.000000+00:00\", \"2020-07-18 06:31:26.000000+00:00\", \"2020-05-06 15:08:40.000000+00:00\", \"2022-09-18 23:57:29.000000+00:00\", \"2020-10-03 09:33:07.000000+00:00\", \"2020-10-22 14:27:56.000000+00:00\", \"2021-11-23 08:59:21.000000+00:00\"], \"session_ids\": [\"9284c52b-c9f6-448c-907f-393f6ce837c5\", \"5cc1d4d8-9cd8-45c1-913f-88508ee9c05f\", \"bb603749-2252-435b-a89f-be657a7e24cb\", \"356710ad-9e3a-447e-9169-1e5db48744cc\", \"60ddee61-dd8f-434d-a07d-8253caf3a6cf\", \"5a035e4a-7345-46d5-ac55-2b9cae536f28\", \"bc9b8efd-89db-45d5-8aaa-bac6c5c5b8b7\", \"3a3a975d-91d1-4f38-87be-cef3212f4104\", \"07e22d69-2c4c-4125-9b67-4fd1911ee2b2\", \"450bca5e-4077-48c7-8e7a-ff5a96b3a2ed\"], \"total_duration\": 42226.0, \"total_sessions\": 10, \"mean_week_duration\": 217.66}}, {\"27830\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-02-05 02:11:05.000000+00:00\", \"2020-05-04 08:25:32.000000+00:00\", \"2023-01-21 03:43:25.000000+00:00\", \"2019-04-25 22:19:39.000000+00:00\", \"2019-11-23 10:40:57.000000+00:00\", \"2020-06-04 15:54:06.000000+00:00\", \"2022-12-17 09:12:44.000000+00:00\", \"2021-10-10 07:05:51.000000+00:00\", \"2023-02-05 22:40:20.000000+00:00\"], \"session_ids\": [\"ab7a1146-470c-4eb2-ae1c-7e525fb3cb24\", \"4be8d9d8-e613-4c4f-9fcc-d17d25954d69\", \"26f583fe-2c64-4397-b4b7-f025ffafd3ba\", \"33c7d8cc-c1f4-477f-9a96-fe87a5c60388\", \"cdbb3d73-7a1f-4d88-9006-0895d8ffc738\", \"6d05c706-ac61-4dfe-bd9d-fc8a69198703\", \"61903dbb-f461-4549-803d-cfdb6923169d\", \"96a01c1a-92bc-40b1-aea7-f830b565f1b4\", \"049fd645-a37a-4930-9240-a3c1eadaac9f\"], \"total_duration\": 18573.0, \"total_sessions\": 9, \"mean_week_duration\": 93.803}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"9761\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-02-18 16:49:07.000000+00:00\", \"2023-01-15 01:32:03.000000+00:00\", \"2019-11-05 22:20:28.000000+00:00\", \"2019-05-02 11:43:42.000000+00:00\", \"2020-07-18 06:31:26.000000+00:00\", \"2020-05-06 15:08:40.000000+00:00\", \"2022-09-18 23:57:29.000000+00:00\", \"2020-10-03 09:33:07.000000+00:00\", \"2020-10-22 14:27:56.000000+00:00\", \"2021-11-23 08:59:21.000000+00:00\"], \"session_ids\": [\"9284c52b-c9f6-448c-907f-393f6ce837c5\", \"5cc1d4d8-9cd8-45c1-913f-88508ee9c05f\", \"bb603749-2252-435b-a89f-be657a7e24cb\", \"356710ad-9e3a-447e-9169-1e5db48744cc\", \"60ddee61-dd8f-434d-a07d-8253caf3a6cf\", \"5a035e4a-7345-46d5-ac55-2b9cae536f28\", \"bc9b8efd-89db-45d5-8aaa-bac6c5c5b8b7\", \"3a3a975d-91d1-4f38-87be-cef3212f4104\", \"07e22d69-2c4c-4125-9b67-4fd1911ee2b2\", \"450bca5e-4077-48c7-8e7a-ff5a96b3a2ed\"], \"total_duration\": 42226.0, \"total_sessions\": 10, \"mean_week_duration\": 217.66}}, {\"57586\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-05-31 20:30:33.000000+00:00\", \"2022-05-11 11:49:07.000000+00:00\", \"2022-01-17 05:54:47.000000+00:00\", \"2021-03-06 02:35:30.000000+00:00\", \"2020-10-07 07:00:06.000000+00:00\", \"2020-08-12 17:06:10.000000+00:00\", \"2022-09-26 16:31:19.000000+00:00\", \"2019-08-07 13:58:52.000000+00:00\", \"2019-11-28 09:57:40.000000+00:00\", \"2019-06-24 09:06:12.000000+00:00\"], \"session_ids\": [\"efbb1367-2f83-479b-8f05-e8a154e91d22\", \"eb34a4d9-5793-496a-a7d4-a04347c9dcea\", \"f6d7b5da-a35c-44ba-b061-eaab68c04ccb\", \"6aff331a-a3e1-4faf-81ba-837bd2a91d8c\", \"42a7622c-d7d7-490d-a170-dc47f5851c9a\", \"3a40f792-25d4-4611-aca9-5331c5dc0fc4\", \"ddf63dbb-6fd5-4f03-9aeb-7de72fdcb3ee\", \"c59a6265-1186-4796-a837-b8d3a17d446b\", \"102191ed-e4f7-4d57-8217-72a81425bb11\", \"c4786326-cb7f-4244-9d95-0a8a75ce6e01\"], \"total_duration\": 38884.0, \"total_sessions\": 10, \"mean_week_duration\": 228.729}}, {\"27830\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-02-05 02:11:05.000000+00:00\", \"2020-05-04 08:25:32.000000+00:00\", \"2023-01-21 03:43:25.000000+00:00\", \"2019-04-25 22:19:39.000000+00:00\", \"2019-11-23 10:40:57.000000+00:00\", \"2020-06-04 15:54:06.000000+00:00\", \"2022-12-17 09:12:44.000000+00:00\", \"2021-10-10 07:05:51.000000+00:00\", \"2023-02-05 22:40:20.000000+00:00\"], \"session_ids\": [\"ab7a1146-470c-4eb2-ae1c-7e525fb3cb24\", \"4be8d9d8-e613-4c4f-9fcc-d17d25954d69\", \"26f583fe-2c64-4397-b4b7-f025ffafd3ba\", \"33c7d8cc-c1f4-477f-9a96-fe87a5c60388\", \"cdbb3d73-7a1f-4d88-9006-0895d8ffc738\", \"6d05c706-ac61-4dfe-bd9d-fc8a69198703\", \"61903dbb-f461-4549-803d-cfdb6923169d\", \"96a01c1a-92bc-40b1-aea7-f830b565f1b4\", \"049fd645-a37a-4930-9240-a3c1eadaac9f\"], \"total_duration\": 18573.0, \"total_sessions\": 9, \"mean_week_duration\": 93.803}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 4 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"9761\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-02-18 16:49:07.000000+00:00\", \"2023-01-15 01:32:03.000000+00:00\", \"2019-11-05 22:20:28.000000+00:00\", \"2019-05-02 11:43:42.000000+00:00\", \"2020-07-18 06:31:26.000000+00:00\", \"2020-05-06 15:08:40.000000+00:00\", \"2022-09-18 23:57:29.000000+00:00\", \"2020-10-03 09:33:07.000000+00:00\", \"2020-10-22 14:27:56.000000+00:00\", \"2021-11-23 08:59:21.000000+00:00\"], \"session_ids\": [\"9284c52b-c9f6-448c-907f-393f6ce837c5\", \"5cc1d4d8-9cd8-45c1-913f-88508ee9c05f\", \"bb603749-2252-435b-a89f-be657a7e24cb\", \"356710ad-9e3a-447e-9169-1e5db48744cc\", \"60ddee61-dd8f-434d-a07d-8253caf3a6cf\", \"5a035e4a-7345-46d5-ac55-2b9cae536f28\", \"bc9b8efd-89db-45d5-8aaa-bac6c5c5b8b7\", \"3a3a975d-91d1-4f38-87be-cef3212f4104\", \"07e22d69-2c4c-4125-9b67-4fd1911ee2b2\", \"450bca5e-4077-48c7-8e7a-ff5a96b3a2ed\"], \"total_duration\": 42226.0, \"total_sessions\": 10, \"mean_week_duration\": 217.66}}, {\"57586\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-05-31 20:30:33.000000+00:00\", \"2022-05-11 11:49:07.000000+00:00\", \"2022-01-17 05:54:47.000000+00:00\", \"2021-03-06 02:35:30.000000+00:00\", \"2020-10-07 07:00:06.000000+00:00\", \"2020-08-12 17:06:10.000000+00:00\", \"2022-09-26 16:31:19.000000+00:00\", \"2019-08-07 13:58:52.000000+00:00\", \"2019-11-28 09:57:40.000000+00:00\", \"2019-06-24 09:06:12.000000+00:00\"], \"session_ids\": [\"efbb1367-2f83-479b-8f05-e8a154e91d22\", \"eb34a4d9-5793-496a-a7d4-a04347c9dcea\", \"f6d7b5da-a35c-44ba-b061-eaab68c04ccb\", \"6aff331a-a3e1-4faf-81ba-837bd2a91d8c\", \"42a7622c-d7d7-490d-a170-dc47f5851c9a\", \"3a40f792-25d4-4611-aca9-5331c5dc0fc4\", \"ddf63dbb-6fd5-4f03-9aeb-7de72fdcb3ee\", \"c59a6265-1186-4796-a837-b8d3a17d446b\", \"102191ed-e4f7-4d57-8217-72a81425bb11\", \"c4786326-cb7f-4244-9d95-0a8a75ce6e01\"], \"total_duration\": 38884.0, \"total_sessions\": 10, \"mean_week_duration\": 228.729}}, {\"27830\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-02-05 02:11:05.000000+00:00\", \"2020-05-04 08:25:32.000000+00:00\", \"2023-01-21 03:43:25.000000+00:00\", \"2019-04-25 22:19:39.000000+00:00\", \"2019-11-23 10:40:57.000000+00:00\", \"2020-06-04 15:54:06.000000+00:00\", \"2022-12-17 09:12:44.000000+00:00\", \"2021-10-10 07:05:51.000000+00:00\", \"2023-02-05 22:40:20.000000+00:00\"], \"session_ids\": [\"ab7a1146-470c-4eb2-ae1c-7e525fb3cb24\", \"4be8d9d8-e613-4c4f-9fcc-d17d25954d69\", \"26f583fe-2c64-4397-b4b7-f025ffafd3ba\", \"33c7d8cc-c1f4-477f-9a96-fe87a5c60388\", \"cdbb3d73-7a1f-4d88-9006-0895d8ffc738\", \"6d05c706-ac61-4dfe-bd9d-fc8a69198703\", \"61903dbb-f461-4549-803d-cfdb6923169d\", \"96a01c1a-92bc-40b1-aea7-f830b565f1b4\", \"049fd645-a37a-4930-9240-a3c1eadaac9f\"], \"total_duration\": 18573.0, \"total_sessions\": 9, \"mean_week_duration\": 93.803}}]\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[{\"9761\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-02-18 16:49:07.000000+00:00\", \"2023-01-15 01:32:03.000000+00:00\", \"2019-11-05 22:20:28.000000+00:00\", \"2019-05-02 11:43:42.000000+00:00\", \"2020-07-18 06:31:26.000000+00:00\", \"2020-05-06 15:08:40.000000+00:00\", \"2022-09-18 23:57:29.000000+00:00\", \"2020-10-03 09:33:07.000000+00:00\", \"2020-10-22 14:27:56.000000+00:00\", \"2021-11-23 08:59:21.000000+00:00\"], \"session_ids\": [\"9284c52b-c9f6-448c-907f-393f6ce837c5\", \"5cc1d4d8-9cd8-45c1-913f-88508ee9c05f\", \"bb603749-2252-435b-a89f-be657a7e24cb\", \"356710ad-9e3a-447e-9169-1e5db48744cc\", \"60ddee61-dd8f-434d-a07d-8253caf3a6cf\", \"5a035e4a-7345-46d5-ac55-2b9cae536f28\", \"bc9b8efd-89db-45d5-8aaa-bac6c5c5b8b7\", \"3a3a975d-91d1-4f38-87be-cef3212f4104\", \"07e22d69-2c4c-4125-9b67-4fd1911ee2b2\", \"450bca5e-4077-48c7-8e7a-ff5a96b3a2ed\"], \"total_duration\": 42226.0, \"total_sessions\": 10, \"mean_week_duration\": 217.66}}, {\"57586\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-05-31 20:30:33.000000+00:00\", \"2022-05-11 11:49:07.000000+00:00\", \"2022-01-17 05:54:47.000000+00:00\", \"2021-03-06 02:35:30.000000+00:00\", \"2020-10-07 07:00:06.000000+00:00\", \"2020-08-12 17:06:10.000000+00:00\", \"2022-09-26 16:31:19.000000+00:00\", \"2019-08-07 13:58:52.000000+00:00\", \"2019-11-28 09:57:40.000000+00:00\", \"2019-06-24 09:06:12.000000+00:00\"], \"session_ids\": [\"efbb1367-2f83-479b-8f05-e8a154e91d22\", \"eb34a4d9-5793-496a-a7d4-a04347c9dcea\", \"f6d7b5da-a35c-44ba-b061-eaab68c04ccb\", \"6aff331a-a3e1-4faf-81ba-837bd2a91d8c\", \"42a7622c-d7d7-490d-a170-dc47f5851c9a\", \"3a40f792-25d4-4611-aca9-5331c5dc0fc4\", \"ddf63dbb-6fd5-4f03-9aeb-7de72fdcb3ee\", \"c59a6265-1186-4796-a837-b8d3a17d446b\", \"102191ed-e4f7-4d57-8217-72a81425bb11\", \"c4786326-cb7f-4244-9d95-0a8a75ce6e01\"], \"total_duration\": 38884.0, \"total_sessions\": 10, \"mean_week_duration\": 228.729}}, {\"27830\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-02-05 02:11:05.000000+00:00\", \"2020-05-04 08:25:32.000000+00:00\", \"2023-01-21 03:43:25.000000+00:00\", \"2019-04-25 22:19:39.000000+00:00\", \"2019-11-23 10:40:57.000000+00:00\", \"2020-06-04 15:54:06.000000+00:00\", \"2022-12-17 09:12:44.000000+00:00\", \"2021-10-10 07:05:51.000000+00:00\", \"2023-02-05 22:40:20.000000+00:00\"], \"session_ids\": [\"ab7a1146-470c-4eb2-ae1c-7e525fb3cb24\", \"4be8d9d8-e613-4c4f-9fcc-d17d25954d69\", \"26f583fe-2c64-4397-b4b7-f025ffafd3ba\", \"33c7d8cc-c1f4-477f-9a96-fe87a5c60388\", \"cdbb3d73-7a1f-4d88-9006-0895d8ffc738\", \"6d05c706-ac61-4dfe-bd9d-fc8a69198703\", \"61903dbb-f461-4549-803d-cfdb6923169d\", \"96a01c1a-92bc-40b1-aea7-f830b565f1b4\", \"049fd645-a37a-4930-9240-a3c1eadaac9f\"], \"total_duration\": 18573.0, \"total_sessions\": 9, \"mean_week_duration\": 93.803}}]\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 6 users with a overall quantity of sessions that is above 4 and below 10, exclusive 4 inclusive 10 as well as apply sorting by total sessions from the smallest value to the largest value , display me only 2 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{\"7775\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-03-07 08:04:22.000000+00:00\", \"2023-03-04 17:46:39.000000+00:00\"], \"session_ids\": [\"8ba261ce-8a84-407d-9e2e-cc06a371811d\", \"81d65b64-27f8-4a3e-a063-0c3d4ef1c4c4\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.206}, \"30811\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-10-30 20:44:37.000000+00:00\", \"2022-02-12 14:48:32.000000+00:00\"], \"session_ids\": [\"6d59e593-e0e1-47e1-a300-2e990b435956\", \"59460b94-778f-48ee-92ee-c0bc9428dceb\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 9.605}, \"3912\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-02-13 00:04:53.000000+00:00\", \"2023-04-14 17:35:02.000000+00:00\", \"2021-05-25 02:29:49.000000+00:00\", \"2023-05-25 20:29:17.000000+00:00\", \"2023-05-01 15:19:18.000000+00:00\"], \"session_ids\": [\"580eb3d5-6e67-45f5-a0ad-318e46bc4496\", \"9d70d296-57b7-4b16-9337-3c01f4469454\", \"4c61816c-eeb7-4b33-9dfc-035bdba9d2f5\", \"3bbac20c-ae17-429d-be53-adce4e15f37a\", \"c82ae76d-4aa0-425c-a1e6-ca2610007cf3\"], \"total_duration\": 69.0, \"total_sessions\": 5, \"mean_week_duration\": 0.308}, \"4826\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-19 21:54:46.000000+00:00\", \"2019-04-11 20:07:19.000000+00:00\"], \"session_ids\": [\"23428a8c-e55f-4016-8578-b0a7dab4c747\", \"a5b834ec-bf43-466a-8c50-71c505d4c731\"], \"total_duration\": 405.0, \"total_sessions\": 2, \"mean_week_duration\": 21.316}, \"88030\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-07-27 15:46:08.000000+00:00\", \"2019-05-26 06:52:45.000000+00:00\"], \"session_ids\": [\"4b764a3a-2835-4b2d-9260-7c5dc8482c53\", \"ae6f83cd-48bc-4dfa-95c5-0b664c740028\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 8.889}, \"11895\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-01-07 01:38:23.000000+00:00\", \"2022-10-19 04:49:19.000000+00:00\", \"2022-09-03 19:01:24.000000+00:00\"], \"session_ids\": [\"858cf11f-ae1b-4819-b6e3-fe225a305730\", \"a206d71f-d059-4597-a69c-e6cbe97586ba\", \"20843ccb-5dde-4f0e-9f10-e8e5fc307845\"], \"total_duration\": 675.0, \"total_sessions\": 3, \"mean_week_duration\": 7.258}, \"22637\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-12-23 16:57:45.000000+00:00\", \"2023-06-29 04:40:44.000000+00:00\", \"2021-07-16 15:42:54.000000+00:00\", \"2022-06-06 18:18:16.000000+00:00\", \"2022-03-28 04:36:13.000000+00:00\", \"2020-07-12 06:42:11.000000+00:00\", \"2020-08-11 13:51:24.000000+00:00\", \"2020-10-22 09:27:20.000000+00:00\"], \"session_ids\": [\"a70215b8-b7e7-49f1-a694-62b832c9e40d\", \"0d6885cb-8b84-462c-be07-453a7c32347b\", \"c0816e21-0c03-4a05-8a05-f52bf5006b38\", \"e44b6209-28cf-4eab-8b5a-d04dc3811e96\", \"8d180e1a-ec9a-4a81-bd6d-8c7c014df527\", \"fdb62512-ecdb-4123-9805-a1dc9b89606a\", \"cd075f39-1aed-4ef4-ad4c-74b77478416f\", \"12bc6cc1-f8d7-46ee-96e3-c972990689d9\"], \"total_duration\": 9213.0, \"total_sessions\": 8, \"mean_week_duration\": 59.439}, \"32834\": {\"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\": \"San Pedro\", \"datetimes\": [\"2022-01-30 20:34:25.000000+00:00\", \"2019-04-01 15:19:02.000000+00:00\"], \"session_ids\": [\"a8abeb00-5b0b-4287-a726-760a80bd7652\", \"c9111fa6-ae37-4dfa-b206-642223ef7a49\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.372}, \"10563\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-06-21 00:10:36.000000+00:00\", \"2021-11-04 05:37:29.000000+00:00\", \"2021-09-26 12:23:53.000000+00:00\"], \"session_ids\": [\"5a9189cb-c048-4f6a-99f6-9624d993f707\", \"c3763a5d-f3be-488c-81c7-08fbe90279da\", \"17926e62-d62a-4d1c-8baa-e819aaaf3c21\"], \"total_duration\": 54.0, \"total_sessions\": 3, \"mean_week_duration\": 0.435}, \"56781\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-05-16 17:14:13.000000+00:00\", \"2022-03-20 08:01:42.000000+00:00\"], \"session_ids\": [\"c5b918d4-85e4-484f-8373-d8989fceb0de\", \"4d28de7c-5908-45b8-8ed7-05ad68bf7b3c\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 1.427}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are greater than 4 and are equal or less than 10"
},
{
"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{\"3912\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-02-13 00:04:53.000000+00:00\", \"2023-04-14 17:35:02.000000+00:00\", \"2021-05-25 02:29:49.000000+00:00\", \"2023-05-25 20:29:17.000000+00:00\", \"2023-05-01 15:19:18.000000+00:00\"], \"session_ids\": [\"580eb3d5-6e67-45f5-a0ad-318e46bc4496\", \"9d70d296-57b7-4b16-9337-3c01f4469454\", \"4c61816c-eeb7-4b33-9dfc-035bdba9d2f5\", \"3bbac20c-ae17-429d-be53-adce4e15f37a\", \"c82ae76d-4aa0-425c-a1e6-ca2610007cf3\"], \"total_duration\": 69.0, \"total_sessions\": 5, \"mean_week_duration\": 0.308}, \"22637\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-12-23 16:57:45.000000+00:00\", \"2023-06-29 04:40:44.000000+00:00\", \"2021-07-16 15:42:54.000000+00:00\", \"2022-06-06 18:18:16.000000+00:00\", \"2022-03-28 04:36:13.000000+00:00\", \"2020-07-12 06:42:11.000000+00:00\", \"2020-08-11 13:51:24.000000+00:00\", \"2020-10-22 09:27:20.000000+00:00\"], \"session_ids\": [\"a70215b8-b7e7-49f1-a694-62b832c9e40d\", \"0d6885cb-8b84-462c-be07-453a7c32347b\", \"c0816e21-0c03-4a05-8a05-f52bf5006b38\", \"e44b6209-28cf-4eab-8b5a-d04dc3811e96\", \"8d180e1a-ec9a-4a81-bd6d-8c7c014df527\", \"fdb62512-ecdb-4123-9805-a1dc9b89606a\", \"cd075f39-1aed-4ef4-ad4c-74b77478416f\", \"12bc6cc1-f8d7-46ee-96e3-c972990689d9\"], \"total_duration\": 9213.0, \"total_sessions\": 8, \"mean_week_duration\": 59.439}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_sessions"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"3912\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-02-13 00:04:53.000000+00:00\", \"2023-04-14 17:35:02.000000+00:00\", \"2021-05-25 02:29:49.000000+00:00\", \"2023-05-25 20:29:17.000000+00:00\", \"2023-05-01 15:19:18.000000+00:00\"], \"session_ids\": [\"580eb3d5-6e67-45f5-a0ad-318e46bc4496\", \"9d70d296-57b7-4b16-9337-3c01f4469454\", \"4c61816c-eeb7-4b33-9dfc-035bdba9d2f5\", \"3bbac20c-ae17-429d-be53-adce4e15f37a\", \"c82ae76d-4aa0-425c-a1e6-ca2610007cf3\"], \"total_duration\": 69.0, \"total_sessions\": 5, \"mean_week_duration\": 0.308}}, {\"22637\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-12-23 16:57:45.000000+00:00\", \"2023-06-29 04:40:44.000000+00:00\", \"2021-07-16 15:42:54.000000+00:00\", \"2022-06-06 18:18:16.000000+00:00\", \"2022-03-28 04:36:13.000000+00:00\", \"2020-07-12 06:42:11.000000+00:00\", \"2020-08-11 13:51:24.000000+00:00\", \"2020-10-22 09:27:20.000000+00:00\"], \"session_ids\": [\"a70215b8-b7e7-49f1-a694-62b832c9e40d\", \"0d6885cb-8b84-462c-be07-453a7c32347b\", \"c0816e21-0c03-4a05-8a05-f52bf5006b38\", \"e44b6209-28cf-4eab-8b5a-d04dc3811e96\", \"8d180e1a-ec9a-4a81-bd6d-8c7c014df527\", \"fdb62512-ecdb-4123-9805-a1dc9b89606a\", \"cd075f39-1aed-4ef4-ad4c-74b77478416f\", \"12bc6cc1-f8d7-46ee-96e3-c972990689d9\"], \"total_duration\": 9213.0, \"total_sessions\": 8, \"mean_week_duration\": 59.439}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"3912\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-02-13 00:04:53.000000+00:00\", \"2023-04-14 17:35:02.000000+00:00\", \"2021-05-25 02:29:49.000000+00:00\", \"2023-05-25 20:29:17.000000+00:00\", \"2023-05-01 15:19:18.000000+00:00\"], \"session_ids\": [\"580eb3d5-6e67-45f5-a0ad-318e46bc4496\", \"9d70d296-57b7-4b16-9337-3c01f4469454\", \"4c61816c-eeb7-4b33-9dfc-035bdba9d2f5\", \"3bbac20c-ae17-429d-be53-adce4e15f37a\", \"c82ae76d-4aa0-425c-a1e6-ca2610007cf3\"], \"total_duration\": 69.0, \"total_sessions\": 5, \"mean_week_duration\": 0.308}}, {\"22637\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-12-23 16:57:45.000000+00:00\", \"2023-06-29 04:40:44.000000+00:00\", \"2021-07-16 15:42:54.000000+00:00\", \"2022-06-06 18:18:16.000000+00:00\", \"2022-03-28 04:36:13.000000+00:00\", \"2020-07-12 06:42:11.000000+00:00\", \"2020-08-11 13:51:24.000000+00:00\", \"2020-10-22 09:27:20.000000+00:00\"], \"session_ids\": [\"a70215b8-b7e7-49f1-a694-62b832c9e40d\", \"0d6885cb-8b84-462c-be07-453a7c32347b\", \"c0816e21-0c03-4a05-8a05-f52bf5006b38\", \"e44b6209-28cf-4eab-8b5a-d04dc3811e96\", \"8d180e1a-ec9a-4a81-bd6d-8c7c014df527\", \"fdb62512-ecdb-4123-9805-a1dc9b89606a\", \"cd075f39-1aed-4ef4-ad4c-74b77478416f\", \"12bc6cc1-f8d7-46ee-96e3-c972990689d9\"], \"total_duration\": 9213.0, \"total_sessions\": 8, \"mean_week_duration\": 59.439}}]\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[{\"3912\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-02-13 00:04:53.000000+00:00\", \"2023-04-14 17:35:02.000000+00:00\", \"2021-05-25 02:29:49.000000+00:00\", \"2023-05-25 20:29:17.000000+00:00\", \"2023-05-01 15:19:18.000000+00:00\"], \"session_ids\": [\"580eb3d5-6e67-45f5-a0ad-318e46bc4496\", \"9d70d296-57b7-4b16-9337-3c01f4469454\", \"4c61816c-eeb7-4b33-9dfc-035bdba9d2f5\", \"3bbac20c-ae17-429d-be53-adce4e15f37a\", \"c82ae76d-4aa0-425c-a1e6-ca2610007cf3\"], \"total_duration\": 69.0, \"total_sessions\": 5, \"mean_week_duration\": 0.308}}, {\"22637\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-12-23 16:57:45.000000+00:00\", \"2023-06-29 04:40:44.000000+00:00\", \"2021-07-16 15:42:54.000000+00:00\", \"2022-06-06 18:18:16.000000+00:00\", \"2022-03-28 04:36:13.000000+00:00\", \"2020-07-12 06:42:11.000000+00:00\", \"2020-08-11 13:51:24.000000+00:00\", \"2020-10-22 09:27:20.000000+00:00\"], \"session_ids\": [\"a70215b8-b7e7-49f1-a694-62b832c9e40d\", \"0d6885cb-8b84-462c-be07-453a7c32347b\", \"c0816e21-0c03-4a05-8a05-f52bf5006b38\", \"e44b6209-28cf-4eab-8b5a-d04dc3811e96\", \"8d180e1a-ec9a-4a81-bd6d-8c7c014df527\", \"fdb62512-ecdb-4123-9805-a1dc9b89606a\", \"cd075f39-1aed-4ef4-ad4c-74b77478416f\", \"12bc6cc1-f8d7-46ee-96e3-c972990689d9\"], \"total_duration\": 9213.0, \"total_sessions\": 8, \"mean_week_duration\": 59.439}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding users whose cities are not New York City, Havana, Kingston, Nairobi , and execute sorting by sum of sessions form the lowest value to the highest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"98018\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-06 19:53:03.000000+00:00\", \"2021-05-12 01:21:58.000000+00:00\"], \"session_ids\": [\"ec00bfb9-68f9-4fb1-922d-6f8ad94515de\", \"b8d2c7a1-ac21-4781-9399-5657fc4f6547\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.597}, \"5150\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-01-24 14:20:05.000000+00:00\", \"2023-02-19 16:02:06.000000+00:00\", \"2019-12-28 04:42:00.000000+00:00\"], \"session_ids\": [\"3ca800d6-c0c4-414b-b6ae-f879ac8bb409\", \"7ca8fffb-6d2e-4a3f-bd75-f5e3eaa8884d\", \"599362c3-53e6-43eb-881c-e67a365ae2da\"], \"total_duration\": 161.0, \"total_sessions\": 3, \"mean_week_duration\": 0.976}, \"63778\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-04-25 19:42:20.000000+00:00\", \"2020-03-12 22:40:31.000000+00:00\", \"2019-12-02 04:46:57.000000+00:00\", \"2019-01-18 00:15:32.000000+00:00\", \"2019-03-01 10:05:59.000000+00:00\"], \"session_ids\": [\"41e9de86-a2c0-40b2-9c5c-d95e8caab5b7\", \"4ab4bf6f-8720-49fc-a470-6a69b12ba7a4\", \"4414b03d-7eb4-4ee8-92ff-3baef822a165\", \"cf02649b-4061-4109-ba01-d97028b39e89\", \"7b1ef036-70b7-4d1b-9b82-5fa4d8cc52f5\"], \"total_duration\": 1001.0, \"total_sessions\": 5, \"mean_week_duration\": 14.94}, \"36671\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-11-17 22:29:37.000000+00:00\", \"2020-03-01 07:28:37.000000+00:00\", \"2020-09-04 05:22:53.000000+00:00\", \"2022-04-16 16:04:45.000000+00:00\", \"2021-02-22 05:58:39.000000+00:00\", \"2020-04-02 09:47:28.000000+00:00\", \"2021-09-28 19:53:36.000000+00:00\"], \"session_ids\": [\"3197da93-bd72-4db8-bbda-faa86ccb1b38\", \"1d38bca1-a55b-468c-a2d1-9e41008b6d09\", \"f13c4ada-1a65-4602-b98a-eba66242c64f\", \"4324fc37-2f54-466b-a6e9-ceab05bbda8f\", \"7300ef3a-8610-46be-865e-2f6d60b9b0d3\", \"d70b1f31-4390-4ea4-88a9-aec726674e8a\", \"41aed02c-e9d2-4cbe-b7b4-84360c646c29\"], \"total_duration\": 188.0, \"total_sessions\": 7, \"mean_week_duration\": 1.492}, \"20264\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-04-18 19:31:57.000000+00:00\", \"2023-03-01 21:54:56.000000+00:00\", \"2019-07-04 14:29:27.000000+00:00\", \"2020-03-13 01:43:05.000000+00:00\", \"2020-11-21 08:11:46.000000+00:00\", \"2020-06-04 11:22:47.000000+00:00\", \"2021-04-16 18:11:20.000000+00:00\", \"2022-01-21 01:28:55.000000+00:00\"], \"session_ids\": [\"35380a90-0725-4868-8293-2d320f7f56e3\", \"d48478ba-5495-45e5-bc76-bf95efb64837\", \"980151a1-0c4b-4784-a5ac-6b31d19a7e9a\", \"01739953-ecba-4dcc-81d2-51f0341e9b01\", \"b2a88427-a096-48c9-a599-f1b323f0f697\", \"608898a8-4b23-45d2-84d6-41bdcbbb629f\", \"99d2b728-ef31-46cd-9990-a84af5365d22\", \"cf07608d-6593-4ee9-8116-dd5aef16e6f4\"], \"total_duration\": 5372.0, \"total_sessions\": 8, \"mean_week_duration\": 28.126}, \"19513\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-02-13 21:49:19.000000+00:00\", \"2021-02-09 04:48:24.000000+00:00\", \"2019-09-01 07:19:12.000000+00:00\", \"2019-12-02 15:13:13.000000+00:00\"], \"session_ids\": [\"4eabacfe-da49-45aa-b6ac-1723d229a6d6\", \"495d2d70-376a-4469-9777-cf10e012081a\", \"8412aaf8-11f1-468d-90cd-7cc6de31de04\", \"26eab543-b7b7-44ae-9f6a-f363121f4ae5\"], \"total_duration\": 375.0, \"total_sessions\": 4, \"mean_week_duration\": 3.606}, \"54178\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-07-04 05:29:43.000000+00:00\", \"2022-07-02 13:16:14.000000+00:00\", \"2023-04-01 10:14:06.000000+00:00\"], \"session_ids\": [\"f473e856-2779-4b33-b87b-c574e55f6c4b\", \"f48b49ca-cf79-4b2f-a2a0-971ba58fcac6\", \"310a2858-deee-49f1-8369-decc13c94a04\"], \"total_duration\": 382.0, \"total_sessions\": 3, \"mean_week_duration\": 2.671}, \"54998\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-11-20 15:01:31.000000+00:00\", \"2022-09-29 21:18:51.000000+00:00\"], \"session_ids\": [\"e9bda30e-d82b-4b2e-9d68-5882f5928e7f\", \"9551315a-8a9f-4b90-97eb-765287875c2e\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 1.578}, \"23299\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-07-12 09:40:18.000000+00:00\", \"2023-06-23 17:25:00.000000+00:00\"], \"session_ids\": [\"40d2fcfa-a8a5-464b-852b-2a97da8844ce\", \"80b7af5d-7f59-4c05-adee-5413879e4437\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.357}, \"18175\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-07-16 04:59:55.000000+00:00\", \"2020-12-30 06:55:06.000000+00:00\"], \"session_ids\": [\"d7c8dd06-a575-4cbd-b7c2-220c52936e72\", \"96b97a84-d590-4de0-b8e4-5424f79f0921\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 0.792}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not New York City, Havana, Kingston, Nairobi"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"New York City\", \"Havana\", \"Kingston\", \"Nairobi\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"98018\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-06 19:53:03.000000+00:00\", \"2021-05-12 01:21:58.000000+00:00\"], \"session_ids\": [\"ec00bfb9-68f9-4fb1-922d-6f8ad94515de\", \"b8d2c7a1-ac21-4781-9399-5657fc4f6547\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.597}, \"5150\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-01-24 14:20:05.000000+00:00\", \"2023-02-19 16:02:06.000000+00:00\", \"2019-12-28 04:42:00.000000+00:00\"], \"session_ids\": [\"3ca800d6-c0c4-414b-b6ae-f879ac8bb409\", \"7ca8fffb-6d2e-4a3f-bd75-f5e3eaa8884d\", \"599362c3-53e6-43eb-881c-e67a365ae2da\"], \"total_duration\": 161.0, \"total_sessions\": 3, \"mean_week_duration\": 0.976}, \"63778\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-04-25 19:42:20.000000+00:00\", \"2020-03-12 22:40:31.000000+00:00\", \"2019-12-02 04:46:57.000000+00:00\", \"2019-01-18 00:15:32.000000+00:00\", \"2019-03-01 10:05:59.000000+00:00\"], \"session_ids\": [\"41e9de86-a2c0-40b2-9c5c-d95e8caab5b7\", \"4ab4bf6f-8720-49fc-a470-6a69b12ba7a4\", \"4414b03d-7eb4-4ee8-92ff-3baef822a165\", \"cf02649b-4061-4109-ba01-d97028b39e89\", \"7b1ef036-70b7-4d1b-9b82-5fa4d8cc52f5\"], \"total_duration\": 1001.0, \"total_sessions\": 5, \"mean_week_duration\": 14.94}, \"36671\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-11-17 22:29:37.000000+00:00\", \"2020-03-01 07:28:37.000000+00:00\", \"2020-09-04 05:22:53.000000+00:00\", \"2022-04-16 16:04:45.000000+00:00\", \"2021-02-22 05:58:39.000000+00:00\", \"2020-04-02 09:47:28.000000+00:00\", \"2021-09-28 19:53:36.000000+00:00\"], \"session_ids\": [\"3197da93-bd72-4db8-bbda-faa86ccb1b38\", \"1d38bca1-a55b-468c-a2d1-9e41008b6d09\", \"f13c4ada-1a65-4602-b98a-eba66242c64f\", \"4324fc37-2f54-466b-a6e9-ceab05bbda8f\", \"7300ef3a-8610-46be-865e-2f6d60b9b0d3\", \"d70b1f31-4390-4ea4-88a9-aec726674e8a\", \"41aed02c-e9d2-4cbe-b7b4-84360c646c29\"], \"total_duration\": 188.0, \"total_sessions\": 7, \"mean_week_duration\": 1.492}, \"54178\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-07-04 05:29:43.000000+00:00\", \"2022-07-02 13:16:14.000000+00:00\", \"2023-04-01 10:14:06.000000+00:00\"], \"session_ids\": [\"f473e856-2779-4b33-b87b-c574e55f6c4b\", \"f48b49ca-cf79-4b2f-a2a0-971ba58fcac6\", \"310a2858-deee-49f1-8369-decc13c94a04\"], \"total_duration\": 382.0, \"total_sessions\": 3, \"mean_week_duration\": 2.671}, \"54998\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-11-20 15:01:31.000000+00:00\", \"2022-09-29 21:18:51.000000+00:00\"], \"session_ids\": [\"e9bda30e-d82b-4b2e-9d68-5882f5928e7f\", \"9551315a-8a9f-4b90-97eb-765287875c2e\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 1.578}, \"23299\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-07-12 09:40:18.000000+00:00\", \"2023-06-23 17:25:00.000000+00:00\"], \"session_ids\": [\"40d2fcfa-a8a5-464b-852b-2a97da8844ce\", \"80b7af5d-7f59-4c05-adee-5413879e4437\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.357}, \"18175\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-07-16 04:59:55.000000+00:00\", \"2020-12-30 06:55:06.000000+00:00\"], \"session_ids\": [\"d7c8dd06-a575-4cbd-b7c2-220c52936e72\", \"96b97a84-d590-4de0-b8e4-5424f79f0921\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 0.792}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"98018\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-06 19:53:03.000000+00:00\", \"2021-05-12 01:21:58.000000+00:00\"], \"session_ids\": [\"ec00bfb9-68f9-4fb1-922d-6f8ad94515de\", \"b8d2c7a1-ac21-4781-9399-5657fc4f6547\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.597}}, {\"54998\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-11-20 15:01:31.000000+00:00\", \"2022-09-29 21:18:51.000000+00:00\"], \"session_ids\": [\"e9bda30e-d82b-4b2e-9d68-5882f5928e7f\", \"9551315a-8a9f-4b90-97eb-765287875c2e\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 1.578}}, {\"23299\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-07-12 09:40:18.000000+00:00\", \"2023-06-23 17:25:00.000000+00:00\"], \"session_ids\": [\"40d2fcfa-a8a5-464b-852b-2a97da8844ce\", \"80b7af5d-7f59-4c05-adee-5413879e4437\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.357}}, {\"18175\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-07-16 04:59:55.000000+00:00\", \"2020-12-30 06:55:06.000000+00:00\"], \"session_ids\": [\"d7c8dd06-a575-4cbd-b7c2-220c52936e72\", \"96b97a84-d590-4de0-b8e4-5424f79f0921\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 0.792}}, {\"5150\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-01-24 14:20:05.000000+00:00\", \"2023-02-19 16:02:06.000000+00:00\", \"2019-12-28 04:42:00.000000+00:00\"], \"session_ids\": [\"3ca800d6-c0c4-414b-b6ae-f879ac8bb409\", \"7ca8fffb-6d2e-4a3f-bd75-f5e3eaa8884d\", \"599362c3-53e6-43eb-881c-e67a365ae2da\"], \"total_duration\": 161.0, \"total_sessions\": 3, \"mean_week_duration\": 0.976}}, {\"54178\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-07-04 05:29:43.000000+00:00\", \"2022-07-02 13:16:14.000000+00:00\", \"2023-04-01 10:14:06.000000+00:00\"], \"session_ids\": [\"f473e856-2779-4b33-b87b-c574e55f6c4b\", \"f48b49ca-cf79-4b2f-a2a0-971ba58fcac6\", \"310a2858-deee-49f1-8369-decc13c94a04\"], \"total_duration\": 382.0, \"total_sessions\": 3, \"mean_week_duration\": 2.671}}, {\"63778\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-04-25 19:42:20.000000+00:00\", \"2020-03-12 22:40:31.000000+00:00\", \"2019-12-02 04:46:57.000000+00:00\", \"2019-01-18 00:15:32.000000+00:00\", \"2019-03-01 10:05:59.000000+00:00\"], \"session_ids\": [\"41e9de86-a2c0-40b2-9c5c-d95e8caab5b7\", \"4ab4bf6f-8720-49fc-a470-6a69b12ba7a4\", \"4414b03d-7eb4-4ee8-92ff-3baef822a165\", \"cf02649b-4061-4109-ba01-d97028b39e89\", \"7b1ef036-70b7-4d1b-9b82-5fa4d8cc52f5\"], \"total_duration\": 1001.0, \"total_sessions\": 5, \"mean_week_duration\": 14.94}}, {\"36671\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-11-17 22:29:37.000000+00:00\", \"2020-03-01 07:28:37.000000+00:00\", \"2020-09-04 05:22:53.000000+00:00\", \"2022-04-16 16:04:45.000000+00:00\", \"2021-02-22 05:58:39.000000+00:00\", \"2020-04-02 09:47:28.000000+00:00\", \"2021-09-28 19:53:36.000000+00:00\"], \"session_ids\": [\"3197da93-bd72-4db8-bbda-faa86ccb1b38\", \"1d38bca1-a55b-468c-a2d1-9e41008b6d09\", \"f13c4ada-1a65-4602-b98a-eba66242c64f\", \"4324fc37-2f54-466b-a6e9-ceab05bbda8f\", \"7300ef3a-8610-46be-865e-2f6d60b9b0d3\", \"d70b1f31-4390-4ea4-88a9-aec726674e8a\", \"41aed02c-e9d2-4cbe-b7b4-84360c646c29\"], \"total_duration\": 188.0, \"total_sessions\": 7, \"mean_week_duration\": 1.492}}]\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[{\"98018\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-06 19:53:03.000000+00:00\", \"2021-05-12 01:21:58.000000+00:00\"], \"session_ids\": [\"ec00bfb9-68f9-4fb1-922d-6f8ad94515de\", \"b8d2c7a1-ac21-4781-9399-5657fc4f6547\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.597}}, {\"54998\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-11-20 15:01:31.000000+00:00\", \"2022-09-29 21:18:51.000000+00:00\"], \"session_ids\": [\"e9bda30e-d82b-4b2e-9d68-5882f5928e7f\", \"9551315a-8a9f-4b90-97eb-765287875c2e\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 1.578}}, {\"23299\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-07-12 09:40:18.000000+00:00\", \"2023-06-23 17:25:00.000000+00:00\"], \"session_ids\": [\"40d2fcfa-a8a5-464b-852b-2a97da8844ce\", \"80b7af5d-7f59-4c05-adee-5413879e4437\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.357}}, {\"18175\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-07-16 04:59:55.000000+00:00\", \"2020-12-30 06:55:06.000000+00:00\"], \"session_ids\": [\"d7c8dd06-a575-4cbd-b7c2-220c52936e72\", \"96b97a84-d590-4de0-b8e4-5424f79f0921\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 0.792}}, {\"5150\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-01-24 14:20:05.000000+00:00\", \"2023-02-19 16:02:06.000000+00:00\", \"2019-12-28 04:42:00.000000+00:00\"], \"session_ids\": [\"3ca800d6-c0c4-414b-b6ae-f879ac8bb409\", \"7ca8fffb-6d2e-4a3f-bd75-f5e3eaa8884d\", \"599362c3-53e6-43eb-881c-e67a365ae2da\"], \"total_duration\": 161.0, \"total_sessions\": 3, \"mean_week_duration\": 0.976}}, {\"54178\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-07-04 05:29:43.000000+00:00\", \"2022-07-02 13:16:14.000000+00:00\", \"2023-04-01 10:14:06.000000+00:00\"], \"session_ids\": [\"f473e856-2779-4b33-b87b-c574e55f6c4b\", \"f48b49ca-cf79-4b2f-a2a0-971ba58fcac6\", \"310a2858-deee-49f1-8369-decc13c94a04\"], \"total_duration\": 382.0, \"total_sessions\": 3, \"mean_week_duration\": 2.671}}, {\"63778\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-04-25 19:42:20.000000+00:00\", \"2020-03-12 22:40:31.000000+00:00\", \"2019-12-02 04:46:57.000000+00:00\", \"2019-01-18 00:15:32.000000+00:00\", \"2019-03-01 10:05:59.000000+00:00\"], \"session_ids\": [\"41e9de86-a2c0-40b2-9c5c-d95e8caab5b7\", \"4ab4bf6f-8720-49fc-a470-6a69b12ba7a4\", \"4414b03d-7eb4-4ee8-92ff-3baef822a165\", \"cf02649b-4061-4109-ba01-d97028b39e89\", \"7b1ef036-70b7-4d1b-9b82-5fa4d8cc52f5\"], \"total_duration\": 1001.0, \"total_sessions\": 5, \"mean_week_duration\": 14.94}}, {\"36671\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-11-17 22:29:37.000000+00:00\", \"2020-03-01 07:28:37.000000+00:00\", \"2020-09-04 05:22:53.000000+00:00\", \"2022-04-16 16:04:45.000000+00:00\", \"2021-02-22 05:58:39.000000+00:00\", \"2020-04-02 09:47:28.000000+00:00\", \"2021-09-28 19:53:36.000000+00:00\"], \"session_ids\": [\"3197da93-bd72-4db8-bbda-faa86ccb1b38\", \"1d38bca1-a55b-468c-a2d1-9e41008b6d09\", \"f13c4ada-1a65-4602-b98a-eba66242c64f\", \"4324fc37-2f54-466b-a6e9-ceab05bbda8f\", \"7300ef3a-8610-46be-865e-2f6d60b9b0d3\", \"d70b1f31-4390-4ea4-88a9-aec726674e8a\", \"41aed02c-e9d2-4cbe-b7b4-84360c646c29\"], \"total_duration\": 188.0, \"total_sessions\": 7, \"mean_week_duration\": 1.492}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please provide insights on 2 users who are top users based on duration summation of sessions per week and in addition execute sorting by all sessions quantity form the highest to the lowest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"59679\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-02-06 05:43:50.000000+00:00\", \"2022-05-31 00:06:44.000000+00:00\"], \"session_ids\": [\"9ac69271-39d1-4648-be50-104d9c8e46fe\", \"3b84bcfa-055d-4491-b158-e2720eccc71e\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 2.528}, \"15106\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 8, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-12-28 13:42:22.000000+00:00\", \"2020-12-26 08:09:32.000000+00:00\"], \"session_ids\": [\"e44c3306-d856-4b04-9015-496d57ebf613\", \"a3cea264-0457-4d3f-9963-7ad548c25359\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 1.692}, \"11261\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-05-03 06:13:24.000000+00:00\", \"2021-12-23 11:53:58.000000+00:00\"], \"session_ids\": [\"4ba0fca2-797a-4988-82dc-bc26308a531e\", \"3e8c1977-1201-49c0-a395-cae915099fd5\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 1.206}, \"47236\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-10-24 22:31:29.000000+00:00\", \"2020-01-12 11:22:55.000000+00:00\", \"2020-12-11 10:01:19.000000+00:00\", \"2023-05-03 06:47:41.000000+00:00\", \"2019-09-12 15:52:33.000000+00:00\", \"2022-04-04 09:23:49.000000+00:00\"], \"session_ids\": [\"63db7fb6-3d79-4e12-99e6-441f28572862\", \"5e57deea-0353-425d-91e1-fe8bcfd84565\", \"5ae52d40-abe4-454a-ac54-dcdd8a2b8395\", \"2cc2598a-bd94-42aa-ade0-2254f2c1de7a\", \"d45e8b50-2578-4f38-9c00-b4db199b1535\", \"cf1af969-94b9-480b-b21d-8d1f9a10dc42\"], \"total_duration\": 1333.0, \"total_sessions\": 6, \"mean_week_duration\": 7.016}, \"94342\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-02-20 02:02:21.000000+00:00\", \"2022-09-08 06:10:53.000000+00:00\", \"2023-03-23 21:56:05.000000+00:00\", \"2020-06-17 18:38:20.000000+00:00\"], \"session_ids\": [\"c54c774e-baf5-4634-9df3-7a4cb2419df6\", \"81f1361e-d6eb-4f27-a58b-022beaabc196\", \"b3ab0f70-1ae3-46e2-9d7e-2c2bdfd0a162\", \"9db1efb0-cd30-45f1-9d44-b10c57313684\"], \"total_duration\": 289.0, \"total_sessions\": 4, \"mean_week_duration\": 1.35}, \"37798\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-01-30 04:59:55.000000+00:00\", \"2022-12-11 15:28:11.000000+00:00\"], \"session_ids\": [\"9d2a61a7-76e1-481a-ae04-2c59f04ccedd\", \"fdc17278-4a24-4e6d-9cb6-c49cebdddfc0\"], \"total_duration\": 333.0, \"total_sessions\": 2, \"mean_week_duration\": 1.649}, \"23526\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-05-13 13:38:41.000000+00:00\", \"2022-06-15 08:30:33.000000+00:00\", \"2021-02-08 17:52:01.000000+00:00\", \"2021-02-13 01:10:22.000000+00:00\"], \"session_ids\": [\"4f2650df-bf3f-439e-8346-9eee11e0c029\", \"2255b7c9-6283-4feb-8db7-cf0b51f8e52c\", \"bae71c90-be5c-4dad-a7c8-e0ff9b2029e7\", \"533f2eb7-9904-4783-a563-eb83cbfae87e\"], \"total_duration\": 640.0, \"total_sessions\": 4, \"mean_week_duration\": 3.951}, \"88560\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-03-20 03:00:41.000000+00:00\", \"2020-08-07 14:18:07.000000+00:00\", \"2021-05-26 10:26:44.000000+00:00\"], \"session_ids\": [\"686e1469-0a6b-4d76-8206-d69b0b6233e8\", \"9a9bdc08-2d34-4ce8-b870-db03d9ddc46d\", \"50f01a98-6164-4be3-b45c-0cfdb30ea314\"], \"total_duration\": 485.0, \"total_sessions\": 3, \"mean_week_duration\": 5.706}, \"99015\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-08-28 00:49:12.000000+00:00\", \"2019-05-14 13:24:57.000000+00:00\", \"2019-08-16 04:33:38.000000+00:00\", \"2021-01-30 08:02:30.000000+00:00\", \"2023-05-23 04:57:08.000000+00:00\"], \"session_ids\": [\"8fe0ba74-f0b8-4a82-ae9b-22b8ebc06e48\", \"af51d2af-8d83-4895-b31d-48eceae90c16\", \"7b664221-c708-4cdd-be36-cde905d3106c\", \"96c752fa-4330-41dc-9920-3a59a323271d\", \"2c99fd47-a2cf-44ef-81fd-779717738129\"], \"total_duration\": 339.0, \"total_sessions\": 5, \"mean_week_duration\": 1.614}, \"62684\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-02-24 05:30:33.000000+00:00\", \"2020-12-02 17:45:51.000000+00:00\", \"2023-03-26 12:34:18.000000+00:00\", \"2021-04-19 12:28:29.000000+00:00\", \"2019-01-15 09:45:03.000000+00:00\", \"2022-11-04 07:37:16.000000+00:00\", \"2021-03-01 23:28:56.000000+00:00\"], \"session_ids\": [\"f6c5e34a-ba1a-4456-8c62-c00ef6336813\", \"6419f155-f1a6-426f-8319-1ed95de75d66\", \"03ddfc0f-0d79-4014-8160-f56185857404\", \"2dc0d2b7-2b28-49d6-8f19-20cc398d3a5d\", \"4035f700-2080-451c-a015-2a2988bc642e\", \"5e16953a-7523-4c58-8343-c9875b031c61\", \"d79158a3-90ba-47f0-926f-c825770a2f55\"], \"total_duration\": 57.0, \"total_sessions\": 7, \"mean_week_duration\": 0.26}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the highest 2 mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": true, \"quant_to_remain\": 2}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"47236\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-10-24 22:31:29.000000+00:00\", \"2020-01-12 11:22:55.000000+00:00\", \"2020-12-11 10:01:19.000000+00:00\", \"2023-05-03 06:47:41.000000+00:00\", \"2019-09-12 15:52:33.000000+00:00\", \"2022-04-04 09:23:49.000000+00:00\"], \"session_ids\": [\"63db7fb6-3d79-4e12-99e6-441f28572862\", \"5e57deea-0353-425d-91e1-fe8bcfd84565\", \"5ae52d40-abe4-454a-ac54-dcdd8a2b8395\", \"2cc2598a-bd94-42aa-ade0-2254f2c1de7a\", \"d45e8b50-2578-4f38-9c00-b4db199b1535\", \"cf1af969-94b9-480b-b21d-8d1f9a10dc42\"], \"total_duration\": 1333.0, \"total_sessions\": 6, \"mean_week_duration\": 7.016}}, {\"88560\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-03-20 03:00:41.000000+00:00\", \"2020-08-07 14:18:07.000000+00:00\", \"2021-05-26 10:26:44.000000+00:00\"], \"session_ids\": [\"686e1469-0a6b-4d76-8206-d69b0b6233e8\", \"9a9bdc08-2d34-4ce8-b870-db03d9ddc46d\", \"50f01a98-6164-4be3-b45c-0cfdb30ea314\"], \"total_duration\": 485.0, \"total_sessions\": 3, \"mean_week_duration\": 5.706}}, {\"23526\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-05-13 13:38:41.000000+00:00\", \"2022-06-15 08:30:33.000000+00:00\", \"2021-02-08 17:52:01.000000+00:00\", \"2021-02-13 01:10:22.000000+00:00\"], \"session_ids\": [\"4f2650df-bf3f-439e-8346-9eee11e0c029\", \"2255b7c9-6283-4feb-8db7-cf0b51f8e52c\", \"bae71c90-be5c-4dad-a7c8-e0ff9b2029e7\", \"533f2eb7-9904-4783-a563-eb83cbfae87e\"], \"total_duration\": 640.0, \"total_sessions\": 4, \"mean_week_duration\": 3.951}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_sessions"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"47236\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-10-24 22:31:29.000000+00:00\", \"2020-01-12 11:22:55.000000+00:00\", \"2020-12-11 10:01:19.000000+00:00\", \"2023-05-03 06:47:41.000000+00:00\", \"2019-09-12 15:52:33.000000+00:00\", \"2022-04-04 09:23:49.000000+00:00\"], \"session_ids\": [\"63db7fb6-3d79-4e12-99e6-441f28572862\", \"5e57deea-0353-425d-91e1-fe8bcfd84565\", \"5ae52d40-abe4-454a-ac54-dcdd8a2b8395\", \"2cc2598a-bd94-42aa-ade0-2254f2c1de7a\", \"d45e8b50-2578-4f38-9c00-b4db199b1535\", \"cf1af969-94b9-480b-b21d-8d1f9a10dc42\"], \"total_duration\": 1333.0, \"total_sessions\": 6, \"mean_week_duration\": 7.016}}, {\"23526\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-05-13 13:38:41.000000+00:00\", \"2022-06-15 08:30:33.000000+00:00\", \"2021-02-08 17:52:01.000000+00:00\", \"2021-02-13 01:10:22.000000+00:00\"], \"session_ids\": [\"4f2650df-bf3f-439e-8346-9eee11e0c029\", \"2255b7c9-6283-4feb-8db7-cf0b51f8e52c\", \"bae71c90-be5c-4dad-a7c8-e0ff9b2029e7\", \"533f2eb7-9904-4783-a563-eb83cbfae87e\"], \"total_duration\": 640.0, \"total_sessions\": 4, \"mean_week_duration\": 3.951}}, {\"88560\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-03-20 03:00:41.000000+00:00\", \"2020-08-07 14:18:07.000000+00:00\", \"2021-05-26 10:26:44.000000+00:00\"], \"session_ids\": [\"686e1469-0a6b-4d76-8206-d69b0b6233e8\", \"9a9bdc08-2d34-4ce8-b870-db03d9ddc46d\", \"50f01a98-6164-4be3-b45c-0cfdb30ea314\"], \"total_duration\": 485.0, \"total_sessions\": 3, \"mean_week_duration\": 5.706}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"47236\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-10-24 22:31:29.000000+00:00\", \"2020-01-12 11:22:55.000000+00:00\", \"2020-12-11 10:01:19.000000+00:00\", \"2023-05-03 06:47:41.000000+00:00\", \"2019-09-12 15:52:33.000000+00:00\", \"2022-04-04 09:23:49.000000+00:00\"], \"session_ids\": [\"63db7fb6-3d79-4e12-99e6-441f28572862\", \"5e57deea-0353-425d-91e1-fe8bcfd84565\", \"5ae52d40-abe4-454a-ac54-dcdd8a2b8395\", \"2cc2598a-bd94-42aa-ade0-2254f2c1de7a\", \"d45e8b50-2578-4f38-9c00-b4db199b1535\", \"cf1af969-94b9-480b-b21d-8d1f9a10dc42\"], \"total_duration\": 1333.0, \"total_sessions\": 6, \"mean_week_duration\": 7.016}}, {\"23526\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-05-13 13:38:41.000000+00:00\", \"2022-06-15 08:30:33.000000+00:00\", \"2021-02-08 17:52:01.000000+00:00\", \"2021-02-13 01:10:22.000000+00:00\"], \"session_ids\": [\"4f2650df-bf3f-439e-8346-9eee11e0c029\", \"2255b7c9-6283-4feb-8db7-cf0b51f8e52c\", \"bae71c90-be5c-4dad-a7c8-e0ff9b2029e7\", \"533f2eb7-9904-4783-a563-eb83cbfae87e\"], \"total_duration\": 640.0, \"total_sessions\": 4, \"mean_week_duration\": 3.951}}]\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[{\"47236\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-10-24 22:31:29.000000+00:00\", \"2020-01-12 11:22:55.000000+00:00\", \"2020-12-11 10:01:19.000000+00:00\", \"2023-05-03 06:47:41.000000+00:00\", \"2019-09-12 15:52:33.000000+00:00\", \"2022-04-04 09:23:49.000000+00:00\"], \"session_ids\": [\"63db7fb6-3d79-4e12-99e6-441f28572862\", \"5e57deea-0353-425d-91e1-fe8bcfd84565\", \"5ae52d40-abe4-454a-ac54-dcdd8a2b8395\", \"2cc2598a-bd94-42aa-ade0-2254f2c1de7a\", \"d45e8b50-2578-4f38-9c00-b4db199b1535\", \"cf1af969-94b9-480b-b21d-8d1f9a10dc42\"], \"total_duration\": 1333.0, \"total_sessions\": 6, \"mean_week_duration\": 7.016}}, {\"23526\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-05-13 13:38:41.000000+00:00\", \"2022-06-15 08:30:33.000000+00:00\", \"2021-02-08 17:52:01.000000+00:00\", \"2021-02-13 01:10:22.000000+00:00\"], \"session_ids\": [\"4f2650df-bf3f-439e-8346-9eee11e0c029\", \"2255b7c9-6283-4feb-8db7-cf0b51f8e52c\", \"bae71c90-be5c-4dad-a7c8-e0ff9b2029e7\", \"533f2eb7-9904-4783-a563-eb83cbfae87e\"], \"total_duration\": 640.0, \"total_sessions\": 4, \"mean_week_duration\": 3.951}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about user with a quantity of sessions that is higher than 4, inclusive num 4 in addition carry out sorting by city naming descending in addition keep 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{\"85865\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-09-15 10:22:33.000000+00:00\", \"2021-01-11 14:03:55.000000+00:00\", \"2019-01-01 14:29:41.000000+00:00\"], \"session_ids\": [\"32915314-2850-4495-a65d-cda602ab63c4\", \"16c93b6c-32b9-4971-b7b5-82d2963fb98e\", \"2b4a59ca-51a7-4ca4-8a57-10de568ec6c7\"], \"total_duration\": 268.0, \"total_sessions\": 3, \"mean_week_duration\": 1.901}, \"8727\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Sydney\", \"datetimes\": [\"2023-01-11 22:37:58.000000+00:00\", \"2021-08-14 12:38:15.000000+00:00\"], \"session_ids\": [\"c297b111-bf92-4a79-9147-b514059404b4\", \"7f537c93-7b9e-4f7d-a5ea-19c67cceee91\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 4.973}, \"28410\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-11-23 15:47:44.000000+00:00\", \"2022-06-13 08:35:11.000000+00:00\"], \"session_ids\": [\"9ff3f5fa-bbec-4f75-8c42-7c75a319eb99\", \"93ce2b8f-3b22-47e2-bf64-80b42f9d0d16\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 6.31}, \"6569\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-01-05 05:05:44.000000+00:00\", \"2020-10-04 17:06:56.000000+00:00\"], \"session_ids\": [\"2dbb330a-505d-4f59-97f0-866a9abdb2ff\", \"87f1f2a2-81a3-442b-81c1-10ebfa79465d\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 1.457}, \"30223\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-11 23:34:31.000000+00:00\", \"2022-06-20 12:19:13.000000+00:00\"], \"session_ids\": [\"d9e8e581-674f-4620-9735-9fb541f776ba\", \"d187ed4c-211a-465a-bce4-08e043887de4\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.613}, \"98846\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-02-25 22:16:00.000000+00:00\", \"2019-07-22 09:41:16.000000+00:00\"], \"session_ids\": [\"8338c335-7506-4dd6-a58b-326835b2f816\", \"f45e2ab1-81ec-4bb0-b4f9-f2c18ef6f9e0\"], \"total_duration\": 427.0, \"total_sessions\": 2, \"mean_week_duration\": 5.083}, \"83563\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-06-09 02:35:23.000000+00:00\", \"2023-04-07 17:54:31.000000+00:00\"], \"session_ids\": [\"4193c10f-3efb-4fe8-86ed-82d8710ddd42\", \"b6fd8a3e-477f-4040-8fff-125ed5ffff4f\"], \"total_duration\": 265.0, \"total_sessions\": 2, \"mean_week_duration\": 2.76}, \"34360\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-07-07 07:14:32.000000+00:00\", \"2019-12-24 18:53:15.000000+00:00\", \"2021-04-01 16:53:25.000000+00:00\", \"2020-07-18 12:08:56.000000+00:00\", \"2021-09-12 19:23:51.000000+00:00\", \"2020-07-04 04:23:00.000000+00:00\", \"2020-12-06 19:49:00.000000+00:00\"], \"session_ids\": [\"d8596fd0-d507-4b06-aa4c-6e4cbffb3081\", \"bd82d7f3-bfd4-4269-958c-01a0820e13ca\", \"cdbf20bb-5a4b-411c-ab8a-898ab3d4593f\", \"1468bd4d-8d45-4fbd-b228-bb300c10d0af\", \"41aba7b2-9832-455a-942e-7ac592c43b68\", \"0d01d2ae-b00c-4f7f-9855-84b142807ae4\", \"16b64e7a-c65f-4f75-9cb4-05602e66c102\"], \"total_duration\": 70.0, \"total_sessions\": 7, \"mean_week_duration\": 0.526}, \"20042\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-02-03 21:36:45.000000+00:00\", \"2021-07-22 17:04:48.000000+00:00\"], \"session_ids\": [\"f1f155c7-352b-45e3-a2d8-79715c444260\", \"69d3fd45-c673-4e0f-8687-53c90f5a52df\"], \"total_duration\": 138.0, \"total_sessions\": 2, \"mean_week_duration\": 1.704}, \"43605\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-07-15 05:09:43.000000+00:00\", \"2020-08-18 21:28:52.000000+00:00\", \"2020-05-10 23:17:21.000000+00:00\", \"2022-11-19 20:50:25.000000+00:00\"], \"session_ids\": [\"c79fa3da-b2c9-4257-a085-d0b1f18d6977\", \"0c220556-3238-4fc2-a792-f0ad8c5d9ff8\", \"2f75ae49-acc5-4a62-b63e-01f83c1d4600\", \"b5595879-1a16-429e-be58-a66b9bd05d8c\"], \"total_duration\": 1082.0, \"total_sessions\": 4, \"mean_week_duration\": 8.197}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or 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{\"34360\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-07-07 07:14:32.000000+00:00\", \"2019-12-24 18:53:15.000000+00:00\", \"2021-04-01 16:53:25.000000+00:00\", \"2020-07-18 12:08:56.000000+00:00\", \"2021-09-12 19:23:51.000000+00:00\", \"2020-07-04 04:23:00.000000+00:00\", \"2020-12-06 19:49:00.000000+00:00\"], \"session_ids\": [\"d8596fd0-d507-4b06-aa4c-6e4cbffb3081\", \"bd82d7f3-bfd4-4269-958c-01a0820e13ca\", \"cdbf20bb-5a4b-411c-ab8a-898ab3d4593f\", \"1468bd4d-8d45-4fbd-b228-bb300c10d0af\", \"41aba7b2-9832-455a-942e-7ac592c43b68\", \"0d01d2ae-b00c-4f7f-9855-84b142807ae4\", \"16b64e7a-c65f-4f75-9cb4-05602e66c102\"], \"total_duration\": 70.0, \"total_sessions\": 7, \"mean_week_duration\": 0.526}, \"43605\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-07-15 05:09:43.000000+00:00\", \"2020-08-18 21:28:52.000000+00:00\", \"2020-05-10 23:17:21.000000+00:00\", \"2022-11-19 20:50:25.000000+00:00\"], \"session_ids\": [\"c79fa3da-b2c9-4257-a085-d0b1f18d6977\", \"0c220556-3238-4fc2-a792-f0ad8c5d9ff8\", \"2f75ae49-acc5-4a62-b63e-01f83c1d4600\", \"b5595879-1a16-429e-be58-a66b9bd05d8c\"], \"total_duration\": 1082.0, \"total_sessions\": 4, \"mean_week_duration\": 8.197}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to city_name attribute."
},
{
"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[{\"43605\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-07-15 05:09:43.000000+00:00\", \"2020-08-18 21:28:52.000000+00:00\", \"2020-05-10 23:17:21.000000+00:00\", \"2022-11-19 20:50:25.000000+00:00\"], \"session_ids\": [\"c79fa3da-b2c9-4257-a085-d0b1f18d6977\", \"0c220556-3238-4fc2-a792-f0ad8c5d9ff8\", \"2f75ae49-acc5-4a62-b63e-01f83c1d4600\", \"b5595879-1a16-429e-be58-a66b9bd05d8c\"], \"total_duration\": 1082.0, \"total_sessions\": 4, \"mean_week_duration\": 8.197}}, {\"34360\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-07-07 07:14:32.000000+00:00\", \"2019-12-24 18:53:15.000000+00:00\", \"2021-04-01 16:53:25.000000+00:00\", \"2020-07-18 12:08:56.000000+00:00\", \"2021-09-12 19:23:51.000000+00:00\", \"2020-07-04 04:23:00.000000+00:00\", \"2020-12-06 19:49:00.000000+00:00\"], \"session_ids\": [\"d8596fd0-d507-4b06-aa4c-6e4cbffb3081\", \"bd82d7f3-bfd4-4269-958c-01a0820e13ca\", \"cdbf20bb-5a4b-411c-ab8a-898ab3d4593f\", \"1468bd4d-8d45-4fbd-b228-bb300c10d0af\", \"41aba7b2-9832-455a-942e-7ac592c43b68\", \"0d01d2ae-b00c-4f7f-9855-84b142807ae4\", \"16b64e7a-c65f-4f75-9cb4-05602e66c102\"], \"total_duration\": 70.0, \"total_sessions\": 7, \"mean_week_duration\": 0.526}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"43605\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-07-15 05:09:43.000000+00:00\", \"2020-08-18 21:28:52.000000+00:00\", \"2020-05-10 23:17:21.000000+00:00\", \"2022-11-19 20:50:25.000000+00:00\"], \"session_ids\": [\"c79fa3da-b2c9-4257-a085-d0b1f18d6977\", \"0c220556-3238-4fc2-a792-f0ad8c5d9ff8\", \"2f75ae49-acc5-4a62-b63e-01f83c1d4600\", \"b5595879-1a16-429e-be58-a66b9bd05d8c\"], \"total_duration\": 1082.0, \"total_sessions\": 4, \"mean_week_duration\": 8.197}}, {\"34360\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-07-07 07:14:32.000000+00:00\", \"2019-12-24 18:53:15.000000+00:00\", \"2021-04-01 16:53:25.000000+00:00\", \"2020-07-18 12:08:56.000000+00:00\", \"2021-09-12 19:23:51.000000+00:00\", \"2020-07-04 04:23:00.000000+00:00\", \"2020-12-06 19:49:00.000000+00:00\"], \"session_ids\": [\"d8596fd0-d507-4b06-aa4c-6e4cbffb3081\", \"bd82d7f3-bfd4-4269-958c-01a0820e13ca\", \"cdbf20bb-5a4b-411c-ab8a-898ab3d4593f\", \"1468bd4d-8d45-4fbd-b228-bb300c10d0af\", \"41aba7b2-9832-455a-942e-7ac592c43b68\", \"0d01d2ae-b00c-4f7f-9855-84b142807ae4\", \"16b64e7a-c65f-4f75-9cb4-05602e66c102\"], \"total_duration\": 70.0, \"total_sessions\": 7, \"mean_week_duration\": 0.526}}]\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[{\"43605\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-07-15 05:09:43.000000+00:00\", \"2020-08-18 21:28:52.000000+00:00\", \"2020-05-10 23:17:21.000000+00:00\", \"2022-11-19 20:50:25.000000+00:00\"], \"session_ids\": [\"c79fa3da-b2c9-4257-a085-d0b1f18d6977\", \"0c220556-3238-4fc2-a792-f0ad8c5d9ff8\", \"2f75ae49-acc5-4a62-b63e-01f83c1d4600\", \"b5595879-1a16-429e-be58-a66b9bd05d8c\"], \"total_duration\": 1082.0, \"total_sessions\": 4, \"mean_week_duration\": 8.197}}, {\"34360\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-07-07 07:14:32.000000+00:00\", \"2019-12-24 18:53:15.000000+00:00\", \"2021-04-01 16:53:25.000000+00:00\", \"2020-07-18 12:08:56.000000+00:00\", \"2021-09-12 19:23:51.000000+00:00\", \"2020-07-04 04:23:00.000000+00:00\", \"2020-12-06 19:49:00.000000+00:00\"], \"session_ids\": [\"d8596fd0-d507-4b06-aa4c-6e4cbffb3081\", \"bd82d7f3-bfd4-4269-958c-01a0820e13ca\", \"cdbf20bb-5a4b-411c-ab8a-898ab3d4593f\", \"1468bd4d-8d45-4fbd-b228-bb300c10d0af\", \"41aba7b2-9832-455a-942e-7ac592c43b68\", \"0d01d2ae-b00c-4f7f-9855-84b142807ae4\", \"16b64e7a-c65f-4f75-9cb4-05602e66c102\"], \"total_duration\": 70.0, \"total_sessions\": 7, \"mean_week_duration\": 0.526}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about user whose duration of sessions per week is < than 9 inclusive in addition implement sorting by site usage time in asc order , moreover get rid of all records, except 4."
}
] |
[
{
"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{\"93198\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-03 10:02:36.000000+00:00\", \"2021-09-01 13:15:46.000000+00:00\", \"2019-01-24 21:02:57.000000+00:00\"], \"session_ids\": [\"579abcd0-e539-4515-bc62-4c939acfc884\", \"5de1e5dc-5846-4ccb-9d26-f3c60d0764ba\", \"7b1f1641-aeb3-4cf8-b8a8-afaac2e6dce3\"], \"total_duration\": 49.0, \"total_sessions\": 3, \"mean_week_duration\": 0.249}, \"83805\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-09-16 05:16:09.000000+00:00\", \"2020-10-22 12:32:42.000000+00:00\", \"2021-04-25 15:24:14.000000+00:00\", \"2021-04-19 13:14:41.000000+00:00\"], \"session_ids\": [\"ddf80b48-82e7-4e7f-a777-94c05fbb7dd2\", \"9e5b4797-c8e7-4432-a3f3-5017f0b06ad1\", \"975567bc-f88b-46d9-a403-b8b9905bafc9\", \"be442370-76ac-4bb5-b0fb-e9a84bc57267\"], \"total_duration\": 1796.0, \"total_sessions\": 4, \"mean_week_duration\": 56.125}, \"95286\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-06-08 14:34:11.000000+00:00\", \"2020-08-22 06:18:24.000000+00:00\", \"2021-01-19 13:59:36.000000+00:00\"], \"session_ids\": [\"445353f7-3706-4b78-840a-11887a7a164f\", \"dc65906b-b933-4f27-a08e-be3f480e7ddf\", \"02650057-bbd1-47c8-bcd9-ac356b09c671\"], \"total_duration\": 450.0, \"total_sessions\": 3, \"mean_week_duration\": 4.787}, \"25617\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-04-22 23:56:49.000000+00:00\", \"2022-07-03 11:27:37.000000+00:00\", \"2022-10-16 12:06:14.000000+00:00\", \"2019-04-06 12:35:29.000000+00:00\", \"2022-11-13 15:58:27.000000+00:00\", \"2020-04-29 15:56:47.000000+00:00\", \"2021-04-07 18:03:39.000000+00:00\"], \"session_ids\": [\"08514754-3165-4a35-a17a-eec0e2ba5e03\", \"9f82b7ec-f8cd-4421-96be-42d7bf187b3d\", \"8eff5060-bbac-4de1-b148-8c0c01ae7552\", \"75318529-0a32-4948-8c56-2cc9ac93f615\", \"8d812721-7d5b-4bd5-97a8-5820156f7ca3\", \"b42f6f09-a5a2-4c1a-a662-8b631d08b964\", \"18d8c9b3-a7c0-4738-a76c-3e71b16b334a\"], \"total_duration\": 7252.0, \"total_sessions\": 7, \"mean_week_duration\": 38.37}, \"64945\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-09-25 17:32:41.000000+00:00\", \"2023-03-25 12:58:33.000000+00:00\", \"2020-03-09 05:40:10.000000+00:00\"], \"session_ids\": [\"b77a5124-d2b9-4965-92a4-58a847527a9c\", \"ed9475f8-2a75-4557-9814-2e04c9419b05\", \"602ea9ca-66db-4129-b721-530e82c0ab10\"], \"total_duration\": 873.0, \"total_sessions\": 3, \"mean_week_duration\": 5.491}, \"94153\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-01 17:33:07.000000+00:00\", \"2023-02-20 04:03:00.000000+00:00\", \"2022-12-14 23:01:25.000000+00:00\", \"2022-04-26 04:38:38.000000+00:00\", \"2021-10-02 23:57:38.000000+00:00\", \"2020-08-17 15:13:04.000000+00:00\"], \"session_ids\": [\"1eece875-9b5c-4739-8114-cd6ddeb151fc\", \"5821f878-22a3-4800-acaf-ac00b8efb44d\", \"b8931429-d271-4a8d-ba99-8d32a10e6f35\", \"49b538ae-ca91-41c4-b9cf-c0dfa5e56a57\", \"6ff913b7-cfed-43ea-932d-ebd730444b37\", \"a0645e7f-9607-4b75-b5f2-a90ac987f67b\"], \"total_duration\": 703.0, \"total_sessions\": 6, \"mean_week_duration\": 3.463}, \"50286\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-03-12 07:44:35.000000+00:00\", \"2019-07-26 10:26:12.000000+00:00\"], \"session_ids\": [\"68a0fc92-0655-4db5-862d-b04f7896789e\", \"bf75ff58-e9b2-48b9-a96e-fcb67cdeeb62\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 19.2}, \"33872\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-08-23 08:51:52.000000+00:00\", \"2023-01-08 14:20:23.000000+00:00\"], \"session_ids\": [\"aaba2fe1-d2b0-4d82-b86e-ea9453dd9242\", \"bb90dfe7-327c-492b-8c26-45e5f53502f3\"], \"total_duration\": 192.0, \"total_sessions\": 2, \"mean_week_duration\": 9.6}, \"88798\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-28 05:55:15.000000+00:00\", \"2020-11-13 07:27:07.000000+00:00\"], \"session_ids\": [\"a21f64a4-4f0d-42e1-b353-dbcc7c280f30\", \"5e93a528-0c60-4f09-8e6e-1d2002870426\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.339}, \"33650\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-06-01 08:10:47.000000+00:00\", \"2020-06-08 01:54:15.000000+00:00\"], \"session_ids\": [\"3676525e-7a1a-4904-98d6-0d22eeedf6eb\", \"51c2ca11-2e32-4f13-a345-50e4971f2e1d\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 20.0}}\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 9"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[9, 48]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"93198\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-03 10:02:36.000000+00:00\", \"2021-09-01 13:15:46.000000+00:00\", \"2019-01-24 21:02:57.000000+00:00\"], \"session_ids\": [\"579abcd0-e539-4515-bc62-4c939acfc884\", \"5de1e5dc-5846-4ccb-9d26-f3c60d0764ba\", \"7b1f1641-aeb3-4cf8-b8a8-afaac2e6dce3\"], \"total_duration\": 49.0, \"total_sessions\": 3, \"mean_week_duration\": 0.249}, \"95286\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-06-08 14:34:11.000000+00:00\", \"2020-08-22 06:18:24.000000+00:00\", \"2021-01-19 13:59:36.000000+00:00\"], \"session_ids\": [\"445353f7-3706-4b78-840a-11887a7a164f\", \"dc65906b-b933-4f27-a08e-be3f480e7ddf\", \"02650057-bbd1-47c8-bcd9-ac356b09c671\"], \"total_duration\": 450.0, \"total_sessions\": 3, \"mean_week_duration\": 4.787}, \"64945\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-09-25 17:32:41.000000+00:00\", \"2023-03-25 12:58:33.000000+00:00\", \"2020-03-09 05:40:10.000000+00:00\"], \"session_ids\": [\"b77a5124-d2b9-4965-92a4-58a847527a9c\", \"ed9475f8-2a75-4557-9814-2e04c9419b05\", \"602ea9ca-66db-4129-b721-530e82c0ab10\"], \"total_duration\": 873.0, \"total_sessions\": 3, \"mean_week_duration\": 5.491}, \"94153\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-01 17:33:07.000000+00:00\", \"2023-02-20 04:03:00.000000+00:00\", \"2022-12-14 23:01:25.000000+00:00\", \"2022-04-26 04:38:38.000000+00:00\", \"2021-10-02 23:57:38.000000+00:00\", \"2020-08-17 15:13:04.000000+00:00\"], \"session_ids\": [\"1eece875-9b5c-4739-8114-cd6ddeb151fc\", \"5821f878-22a3-4800-acaf-ac00b8efb44d\", \"b8931429-d271-4a8d-ba99-8d32a10e6f35\", \"49b538ae-ca91-41c4-b9cf-c0dfa5e56a57\", \"6ff913b7-cfed-43ea-932d-ebd730444b37\", \"a0645e7f-9607-4b75-b5f2-a90ac987f67b\"], \"total_duration\": 703.0, \"total_sessions\": 6, \"mean_week_duration\": 3.463}, \"88798\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-28 05:55:15.000000+00:00\", \"2020-11-13 07:27:07.000000+00:00\"], \"session_ids\": [\"a21f64a4-4f0d-42e1-b353-dbcc7c280f30\", \"5e93a528-0c60-4f09-8e6e-1d2002870426\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.339}}\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[{\"88798\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-28 05:55:15.000000+00:00\", \"2020-11-13 07:27:07.000000+00:00\"], \"session_ids\": [\"a21f64a4-4f0d-42e1-b353-dbcc7c280f30\", \"5e93a528-0c60-4f09-8e6e-1d2002870426\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.339}}, {\"93198\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-03 10:02:36.000000+00:00\", \"2021-09-01 13:15:46.000000+00:00\", \"2019-01-24 21:02:57.000000+00:00\"], \"session_ids\": [\"579abcd0-e539-4515-bc62-4c939acfc884\", \"5de1e5dc-5846-4ccb-9d26-f3c60d0764ba\", \"7b1f1641-aeb3-4cf8-b8a8-afaac2e6dce3\"], \"total_duration\": 49.0, \"total_sessions\": 3, \"mean_week_duration\": 0.249}}, {\"95286\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-06-08 14:34:11.000000+00:00\", \"2020-08-22 06:18:24.000000+00:00\", \"2021-01-19 13:59:36.000000+00:00\"], \"session_ids\": [\"445353f7-3706-4b78-840a-11887a7a164f\", \"dc65906b-b933-4f27-a08e-be3f480e7ddf\", \"02650057-bbd1-47c8-bcd9-ac356b09c671\"], \"total_duration\": 450.0, \"total_sessions\": 3, \"mean_week_duration\": 4.787}}, {\"94153\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-01 17:33:07.000000+00:00\", \"2023-02-20 04:03:00.000000+00:00\", \"2022-12-14 23:01:25.000000+00:00\", \"2022-04-26 04:38:38.000000+00:00\", \"2021-10-02 23:57:38.000000+00:00\", \"2020-08-17 15:13:04.000000+00:00\"], \"session_ids\": [\"1eece875-9b5c-4739-8114-cd6ddeb151fc\", \"5821f878-22a3-4800-acaf-ac00b8efb44d\", \"b8931429-d271-4a8d-ba99-8d32a10e6f35\", \"49b538ae-ca91-41c4-b9cf-c0dfa5e56a57\", \"6ff913b7-cfed-43ea-932d-ebd730444b37\", \"a0645e7f-9607-4b75-b5f2-a90ac987f67b\"], \"total_duration\": 703.0, \"total_sessions\": 6, \"mean_week_duration\": 3.463}}, {\"64945\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-09-25 17:32:41.000000+00:00\", \"2023-03-25 12:58:33.000000+00:00\", \"2020-03-09 05:40:10.000000+00:00\"], \"session_ids\": [\"b77a5124-d2b9-4965-92a4-58a847527a9c\", \"ed9475f8-2a75-4557-9814-2e04c9419b05\", \"602ea9ca-66db-4129-b721-530e82c0ab10\"], \"total_duration\": 873.0, \"total_sessions\": 3, \"mean_week_duration\": 5.491}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 4 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"88798\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-28 05:55:15.000000+00:00\", \"2020-11-13 07:27:07.000000+00:00\"], \"session_ids\": [\"a21f64a4-4f0d-42e1-b353-dbcc7c280f30\", \"5e93a528-0c60-4f09-8e6e-1d2002870426\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.339}}, {\"93198\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-03 10:02:36.000000+00:00\", \"2021-09-01 13:15:46.000000+00:00\", \"2019-01-24 21:02:57.000000+00:00\"], \"session_ids\": [\"579abcd0-e539-4515-bc62-4c939acfc884\", \"5de1e5dc-5846-4ccb-9d26-f3c60d0764ba\", \"7b1f1641-aeb3-4cf8-b8a8-afaac2e6dce3\"], \"total_duration\": 49.0, \"total_sessions\": 3, \"mean_week_duration\": 0.249}}, {\"95286\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-06-08 14:34:11.000000+00:00\", \"2020-08-22 06:18:24.000000+00:00\", \"2021-01-19 13:59:36.000000+00:00\"], \"session_ids\": [\"445353f7-3706-4b78-840a-11887a7a164f\", \"dc65906b-b933-4f27-a08e-be3f480e7ddf\", \"02650057-bbd1-47c8-bcd9-ac356b09c671\"], \"total_duration\": 450.0, \"total_sessions\": 3, \"mean_week_duration\": 4.787}}, {\"94153\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-01 17:33:07.000000+00:00\", \"2023-02-20 04:03:00.000000+00:00\", \"2022-12-14 23:01:25.000000+00:00\", \"2022-04-26 04:38:38.000000+00:00\", \"2021-10-02 23:57:38.000000+00:00\", \"2020-08-17 15:13:04.000000+00:00\"], \"session_ids\": [\"1eece875-9b5c-4739-8114-cd6ddeb151fc\", \"5821f878-22a3-4800-acaf-ac00b8efb44d\", \"b8931429-d271-4a8d-ba99-8d32a10e6f35\", \"49b538ae-ca91-41c4-b9cf-c0dfa5e56a57\", \"6ff913b7-cfed-43ea-932d-ebd730444b37\", \"a0645e7f-9607-4b75-b5f2-a90ac987f67b\"], \"total_duration\": 703.0, \"total_sessions\": 6, \"mean_week_duration\": 3.463}}]\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[{\"88798\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-28 05:55:15.000000+00:00\", \"2020-11-13 07:27:07.000000+00:00\"], \"session_ids\": [\"a21f64a4-4f0d-42e1-b353-dbcc7c280f30\", \"5e93a528-0c60-4f09-8e6e-1d2002870426\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.339}}, {\"93198\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-03 10:02:36.000000+00:00\", \"2021-09-01 13:15:46.000000+00:00\", \"2019-01-24 21:02:57.000000+00:00\"], \"session_ids\": [\"579abcd0-e539-4515-bc62-4c939acfc884\", \"5de1e5dc-5846-4ccb-9d26-f3c60d0764ba\", \"7b1f1641-aeb3-4cf8-b8a8-afaac2e6dce3\"], \"total_duration\": 49.0, \"total_sessions\": 3, \"mean_week_duration\": 0.249}}, {\"95286\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-06-08 14:34:11.000000+00:00\", \"2020-08-22 06:18:24.000000+00:00\", \"2021-01-19 13:59:36.000000+00:00\"], \"session_ids\": [\"445353f7-3706-4b78-840a-11887a7a164f\", \"dc65906b-b933-4f27-a08e-be3f480e7ddf\", \"02650057-bbd1-47c8-bcd9-ac356b09c671\"], \"total_duration\": 450.0, \"total_sessions\": 3, \"mean_week_duration\": 4.787}}, {\"94153\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-01 17:33:07.000000+00:00\", \"2023-02-20 04:03:00.000000+00:00\", \"2022-12-14 23:01:25.000000+00:00\", \"2022-04-26 04:38:38.000000+00:00\", \"2021-10-02 23:57:38.000000+00:00\", \"2020-08-17 15:13:04.000000+00:00\"], \"session_ids\": [\"1eece875-9b5c-4739-8114-cd6ddeb151fc\", \"5821f878-22a3-4800-acaf-ac00b8efb44d\", \"b8931429-d271-4a8d-ba99-8d32a10e6f35\", \"49b538ae-ca91-41c4-b9cf-c0dfa5e56a57\", \"6ff913b7-cfed-43ea-932d-ebd730444b37\", \"a0645e7f-9607-4b75-b5f2-a90ac987f67b\"], \"total_duration\": 703.0, \"total_sessions\": 6, \"mean_week_duration\": 3.463}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Give me details on user who is residing in city Edinburgh in addition perform sorting by city name in ascending order , and save only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"53272\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-06-11 07:06:37.000000+00:00\", \"2020-11-29 06:51:42.000000+00:00\", \"2019-10-20 10:50:38.000000+00:00\", \"2022-05-11 19:54:54.000000+00:00\"], \"session_ids\": [\"3b65a526-ea30-4853-a66b-dc89b841136f\", \"9c1f62a1-47c6-444a-9012-39a2938bda9c\", \"465808bb-7ec4-45d9-954c-f704d0e97918\", \"bc2adf90-182b-4c83-a5a1-7e31087e6c4a\"], \"total_duration\": 97.0, \"total_sessions\": 4, \"mean_week_duration\": 0.634}, \"89196\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-09-14 18:07:00.000000+00:00\", \"2021-06-09 21:41:55.000000+00:00\"], \"session_ids\": [\"50d1ce94-c36e-44ae-92b9-085767e51c56\", \"f6eee9dd-9e21-4990-80c8-333108aa4bd4\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 2.487}, \"10427\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-08-01 04:54:19.000000+00:00\", \"2020-05-31 21:12:23.000000+00:00\", \"2023-05-15 20:39:54.000000+00:00\", \"2020-03-21 21:27:10.000000+00:00\", \"2019-01-12 19:30:42.000000+00:00\"], \"session_ids\": [\"395c50f1-f860-43da-985a-d8a6d64ad4cb\", \"fda901e4-06e4-4237-b88f-c5e5bf4890e9\", \"df856036-d544-42a9-aa90-7fcc0aa628a3\", \"344a5fcd-9abf-4b6d-84e8-79c61b2d0959\", \"7c9eba3e-d0f7-4e07-be15-a9c0ecf1e12f\"], \"total_duration\": 46.0, \"total_sessions\": 5, \"mean_week_duration\": 0.203}, \"73256\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-06-20 07:42:43.000000+00:00\", \"2023-02-14 02:38:08.000000+00:00\"], \"session_ids\": [\"c6d4b90a-6436-4335-88db-239c0a1fa29c\", \"4bccbedc-9766-4997-bbde-3d3080cb633a\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 1.681}, \"20651\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-06-29 18:16:01.000000+00:00\", \"2021-12-14 11:04:50.000000+00:00\"], \"session_ids\": [\"c7a39e7b-914f-4ed5-9b0a-65b4d8e33166\", \"adc97c6b-33a9-4026-9e85-56e1114c3ef8\"], \"total_duration\": 240.0, \"total_sessions\": 2, \"mean_week_duration\": 3.158}, \"94934\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-12-24 04:23:01.000000+00:00\", \"2021-07-22 14:06:53.000000+00:00\"], \"session_ids\": [\"66bf34ab-32a1-4078-8d64-687137d506e3\", \"324a5e42-3932-481f-a274-6662fb327538\"], \"total_duration\": 295.0, \"total_sessions\": 2, \"mean_week_duration\": 3.933}, \"73430\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 5}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-12-20 08:47:30.000000+00:00\", \"2020-09-19 03:42:28.000000+00:00\", \"2023-03-16 00:53:04.000000+00:00\", \"2020-07-03 14:03:34.000000+00:00\", \"2019-06-29 22:22:44.000000+00:00\", \"2020-06-08 09:37:06.000000+00:00\", \"2023-03-31 13:49:11.000000+00:00\", \"2022-12-08 17:34:47.000000+00:00\", \"2021-09-02 12:04:08.000000+00:00\", \"2019-03-20 15:22:30.000000+00:00\", \"2019-09-07 17:09:06.000000+00:00\"], \"session_ids\": [\"d529876d-5be4-4cd7-bed3-5171e7f8be4d\", \"88144165-1b7c-4ec8-aa7b-f48491ad7122\", \"e561038c-ffbb-4592-8b43-68de018316c8\", \"acdc4ec9-8965-4d59-92e4-bdc199d3252b\", \"773dae48-4d94-4bb3-a11e-ff290232deb1\", \"74242719-d8c6-4765-be1f-8fb0012b0b0f\", \"e6bfa2d3-524b-4ed4-a199-7fd1bb248382\", \"fd0d5296-4aa1-4ad5-a4bc-5b16a0240055\", \"2043bdee-a09c-4975-a537-4f59bba6b97b\", \"eb26a0d0-0dc2-429b-be97-1b6c0b48be83\", \"9deaa956-460e-4a81-8ffb-316917cdc3fd\"], \"total_duration\": 8226.0, \"total_sessions\": 11, \"mean_week_duration\": 38.986}, \"80310\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-09-07 02:30:26.000000+00:00\", \"2020-03-11 18:38:37.000000+00:00\", \"2021-09-18 09:19:47.000000+00:00\"], \"session_ids\": [\"64387b1f-e212-4ab8-8343-aedd0e458085\", \"88c1bfd5-ea6e-4735-992e-6395badcba4e\", \"7123f6e8-4434-47b3-beec-20807a79092e\"], \"total_duration\": 521.0, \"total_sessions\": 3, \"mean_week_duration\": 6.513}, \"80363\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-04-12 01:53:33.000000+00:00\", \"2019-06-25 14:22:23.000000+00:00\", \"2023-04-17 07:15:25.000000+00:00\", \"2022-09-14 10:53:55.000000+00:00\", \"2021-01-02 23:45:25.000000+00:00\", \"2023-04-18 13:22:26.000000+00:00\", \"2023-06-30 23:45:42.000000+00:00\", \"2022-02-14 14:51:53.000000+00:00\"], \"session_ids\": [\"978a3302-152e-4a98-8055-1ccf035e220e\", \"27274274-d9d1-432a-aff3-e8a288747617\", \"7c9a769e-3572-47cc-9771-c92bc21227d8\", \"e46b73a7-ed42-4215-8811-8b14110ead9b\", \"8501982b-49d2-438f-b05f-7a0e94e309d9\", \"2d368d84-8c26-46bc-ace2-07ef8ae4290d\", \"eafcc094-1f69-48ce-afab-c177282a7bb6\", \"f0316ba5-2e90-4721-9d03-fae1781c48b9\"], \"total_duration\": 11703.0, \"total_sessions\": 8, \"mean_week_duration\": 55.729}, \"42758\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-10-21 02:46:15.000000+00:00\", \"2021-01-21 19:27:26.000000+00:00\"], \"session_ids\": [\"f93314aa-d4b7-4a92-b4d3-613db4e86e6d\", \"d6b12311-7b0c-4eae-b131-be5fc0643d0a\"], \"total_duration\": 257.0, \"total_sessions\": 2, \"mean_week_duration\": 18.357}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is Edinburgh"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Edinburgh\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"20651\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-06-29 18:16:01.000000+00:00\", \"2021-12-14 11:04:50.000000+00:00\"], \"session_ids\": [\"c7a39e7b-914f-4ed5-9b0a-65b4d8e33166\", \"adc97c6b-33a9-4026-9e85-56e1114c3ef8\"], \"total_duration\": 240.0, \"total_sessions\": 2, \"mean_week_duration\": 3.158}}\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[{\"20651\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-06-29 18:16:01.000000+00:00\", \"2021-12-14 11:04:50.000000+00:00\"], \"session_ids\": [\"c7a39e7b-914f-4ed5-9b0a-65b4d8e33166\", \"adc97c6b-33a9-4026-9e85-56e1114c3ef8\"], \"total_duration\": 240.0, \"total_sessions\": 2, \"mean_week_duration\": 3.158}}]\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[{\"20651\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-06-29 18:16:01.000000+00:00\", \"2021-12-14 11:04:50.000000+00:00\"], \"session_ids\": [\"c7a39e7b-914f-4ed5-9b0a-65b4d8e33166\", \"adc97c6b-33a9-4026-9e85-56e1114c3ef8\"], \"total_duration\": 240.0, \"total_sessions\": 2, \"mean_week_duration\": 3.158}}]\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[{\"20651\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-06-29 18:16:01.000000+00:00\", \"2021-12-14 11:04:50.000000+00:00\"], \"session_ids\": [\"c7a39e7b-914f-4ed5-9b0a-65b4d8e33166\", \"adc97c6b-33a9-4026-9e85-56e1114c3ef8\"], \"total_duration\": 240.0, \"total_sessions\": 2, \"mean_week_duration\": 3.158}}]\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 5 users pieces of information who have sessions total smaller than 2 additionaly execute sorting by name of the town in ascending order as well as provide me only with 3 pieces of information."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"6947\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-19 11:43:36.000000+00:00\", \"2021-03-31 01:26:31.000000+00:00\", \"2022-04-01 02:12:12.000000+00:00\"], \"session_ids\": [\"c2473394-5794-4a1c-91f7-4550a272c6a0\", \"963e6ade-877c-4ece-b937-b702fab59779\", \"ce319145-4986-4316-935b-cba51c7bd3b3\"], \"total_duration\": 619.0, \"total_sessions\": 3, \"mean_week_duration\": 5.577}, \"66149\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-12-13 11:13:04.000000+00:00\", \"2023-01-09 13:20:37.000000+00:00\"], \"session_ids\": [\"d090195d-d3ef-43cc-b239-b4960451a2f4\", \"7cb1051f-55c2-4c0e-bf0d-ab4663a4af4c\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 61.25}, \"76762\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-03-21 05:18:58.000000+00:00\", \"2020-01-05 07:14:20.000000+00:00\", \"2023-04-14 10:55:10.000000+00:00\"], \"session_ids\": [\"b5e9bf2d-5c86-4594-a83c-204311489a05\", \"7724b765-7eee-44f1-8f4b-b086e40b3497\", \"d6ecae44-a9c1-4f28-97da-b787f1b65a7c\"], \"total_duration\": 264.0, \"total_sessions\": 3, \"mean_week_duration\": 1.544}, \"53017\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-02-28 20:32:43.000000+00:00\", \"2019-04-14 07:18:34.000000+00:00\", \"2019-02-15 19:32:57.000000+00:00\"], \"session_ids\": [\"7ad2107b-a958-4c0f-ba97-0419acbfee12\", \"75e0ed45-46cf-43c2-8d3c-89534b84a824\", \"a836c581-090a-48c3-9523-7fc44c96d40a\"], \"total_duration\": 1003.0, \"total_sessions\": 3, \"mean_week_duration\": 111.444}, \"92001\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2019-02-03 22:20:14.000000+00:00\", \"2023-03-09 15:38:53.000000+00:00\", \"2022-06-11 12:24:41.000000+00:00\"], \"session_ids\": [\"6c2eac2c-dd61-4392-b2cf-50118e6f866c\", \"98c6b79b-f009-4d23-84ea-c5902c265e2c\", \"a22f271e-2cd2-4b61-917b-703b588e23a3\"], \"total_duration\": 439.0, \"total_sessions\": 3, \"mean_week_duration\": 2.051}, \"97017\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 4}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2019-01-19 04:16:10.000000+00:00\", \"2023-05-08 03:15:32.000000+00:00\", \"2021-04-02 18:32:53.000000+00:00\", \"2022-01-21 19:58:34.000000+00:00\", \"2021-10-23 12:14:36.000000+00:00\", \"2020-03-14 14:30:26.000000+00:00\", \"2020-09-15 16:04:37.000000+00:00\", \"2021-06-01 06:01:32.000000+00:00\", \"2019-08-04 00:17:21.000000+00:00\"], \"session_ids\": [\"cf18654b-7da5-4c91-87e7-7468abc53161\", \"03b054d0-7b34-4a68-8b03-149146773903\", \"17077960-9390-4ada-a525-2be7201bb734\", \"0e40f0ca-dc34-4207-8de1-79d5567b8ac0\", \"1d666c30-b86a-4d57-9f4c-6c4f73c8e1aa\", \"d300c45f-f828-40ac-a66e-15f98747d1f0\", \"d5ee3835-200b-4fd8-9d6d-53d1766ab250\", \"1d9069f5-d199-4013-a98e-9c2d7a40ab79\", \"6ac6ff85-ab8a-4582-b58d-cda07a8ef656\"], \"total_duration\": 19807.0, \"total_sessions\": 9, \"mean_week_duration\": 88.031}, \"40181\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-02-02 22:54:24.000000+00:00\", \"2023-02-10 15:19:10.000000+00:00\"], \"session_ids\": [\"a32bbf5a-ae99-4952-8aff-cf982928ddea\", \"cb978a87-4d16-4c95-bfb4-63f8a26e796d\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.528}, \"29110\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-05-03 06:04:31.000000+00:00\", \"2021-05-31 12:33:59.000000+00:00\", \"2020-08-12 09:40:58.000000+00:00\", \"2019-11-25 08:05:18.000000+00:00\"], \"session_ids\": [\"3d1b33a8-96d1-4f56-ae32-3c92264496fc\", \"279bac7b-fc60-46a4-9258-f0d504deeaa9\", \"3578e6b9-40b2-4f8b-a8e3-2498b16e376f\", \"04efee57-e364-4c15-9c8e-8cb19eaafc37\"], \"total_duration\": 1284.0, \"total_sessions\": 4, \"mean_week_duration\": 11.78}, \"49478\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-08-13 10:12:14.000000+00:00\", \"2023-05-23 05:23:22.000000+00:00\"], \"session_ids\": [\"08090461-a01c-4ede-9076-37ca73d73122\", \"c8976871-50f7-408f-9ea8-9c93d1f20c3e\"], \"total_duration\": 393.0, \"total_sessions\": 2, \"mean_week_duration\": 4.226}, \"40339\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-12-16 09:29:23.000000+00:00\", \"2021-12-18 02:07:45.000000+00:00\"], \"session_ids\": [\"04619806-55e5-4133-8686-0c73a371994f\", \"86723488-7fa8-4b50-bb45-6e2f0d7a09bb\"], \"total_duration\": 411.0, \"total_sessions\": 2, \"mean_week_duration\": 7.755}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or less 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{\"66149\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-12-13 11:13:04.000000+00:00\", \"2023-01-09 13:20:37.000000+00:00\"], \"session_ids\": [\"d090195d-d3ef-43cc-b239-b4960451a2f4\", \"7cb1051f-55c2-4c0e-bf0d-ab4663a4af4c\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 61.25}, \"40181\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-02-02 22:54:24.000000+00:00\", \"2023-02-10 15:19:10.000000+00:00\"], \"session_ids\": [\"a32bbf5a-ae99-4952-8aff-cf982928ddea\", \"cb978a87-4d16-4c95-bfb4-63f8a26e796d\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.528}, \"49478\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-08-13 10:12:14.000000+00:00\", \"2023-05-23 05:23:22.000000+00:00\"], \"session_ids\": [\"08090461-a01c-4ede-9076-37ca73d73122\", \"c8976871-50f7-408f-9ea8-9c93d1f20c3e\"], \"total_duration\": 393.0, \"total_sessions\": 2, \"mean_week_duration\": 4.226}, \"40339\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-12-16 09:29:23.000000+00:00\", \"2021-12-18 02:07:45.000000+00:00\"], \"session_ids\": [\"04619806-55e5-4133-8686-0c73a371994f\", \"86723488-7fa8-4b50-bb45-6e2f0d7a09bb\"], \"total_duration\": 411.0, \"total_sessions\": 2, \"mean_week_duration\": 7.755}}\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[{\"40181\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-02-02 22:54:24.000000+00:00\", \"2023-02-10 15:19:10.000000+00:00\"], \"session_ids\": [\"a32bbf5a-ae99-4952-8aff-cf982928ddea\", \"cb978a87-4d16-4c95-bfb4-63f8a26e796d\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.528}}, {\"40339\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-12-16 09:29:23.000000+00:00\", \"2021-12-18 02:07:45.000000+00:00\"], \"session_ids\": [\"04619806-55e5-4133-8686-0c73a371994f\", \"86723488-7fa8-4b50-bb45-6e2f0d7a09bb\"], \"total_duration\": 411.0, \"total_sessions\": 2, \"mean_week_duration\": 7.755}}, {\"49478\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-08-13 10:12:14.000000+00:00\", \"2023-05-23 05:23:22.000000+00:00\"], \"session_ids\": [\"08090461-a01c-4ede-9076-37ca73d73122\", \"c8976871-50f7-408f-9ea8-9c93d1f20c3e\"], \"total_duration\": 393.0, \"total_sessions\": 2, \"mean_week_duration\": 4.226}}, {\"66149\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-12-13 11:13:04.000000+00:00\", \"2023-01-09 13:20:37.000000+00:00\"], \"session_ids\": [\"d090195d-d3ef-43cc-b239-b4960451a2f4\", \"7cb1051f-55c2-4c0e-bf0d-ab4663a4af4c\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 61.25}}]\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[{\"40181\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-02-02 22:54:24.000000+00:00\", \"2023-02-10 15:19:10.000000+00:00\"], \"session_ids\": [\"a32bbf5a-ae99-4952-8aff-cf982928ddea\", \"cb978a87-4d16-4c95-bfb4-63f8a26e796d\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.528}}, {\"40339\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-12-16 09:29:23.000000+00:00\", \"2021-12-18 02:07:45.000000+00:00\"], \"session_ids\": [\"04619806-55e5-4133-8686-0c73a371994f\", \"86723488-7fa8-4b50-bb45-6e2f0d7a09bb\"], \"total_duration\": 411.0, \"total_sessions\": 2, \"mean_week_duration\": 7.755}}, {\"49478\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-08-13 10:12:14.000000+00:00\", \"2023-05-23 05:23:22.000000+00:00\"], \"session_ids\": [\"08090461-a01c-4ede-9076-37ca73d73122\", \"c8976871-50f7-408f-9ea8-9c93d1f20c3e\"], \"total_duration\": 393.0, \"total_sessions\": 2, \"mean_week_duration\": 4.226}}]\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[{\"40181\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-02-02 22:54:24.000000+00:00\", \"2023-02-10 15:19:10.000000+00:00\"], \"session_ids\": [\"a32bbf5a-ae99-4952-8aff-cf982928ddea\", \"cb978a87-4d16-4c95-bfb4-63f8a26e796d\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.528}}, {\"40339\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-12-16 09:29:23.000000+00:00\", \"2021-12-18 02:07:45.000000+00:00\"], \"session_ids\": [\"04619806-55e5-4133-8686-0c73a371994f\", \"86723488-7fa8-4b50-bb45-6e2f0d7a09bb\"], \"total_duration\": 411.0, \"total_sessions\": 2, \"mean_week_duration\": 7.755}}, {\"49478\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-08-13 10:12:14.000000+00:00\", \"2023-05-23 05:23:22.000000+00:00\"], \"session_ids\": [\"08090461-a01c-4ede-9076-37ca73d73122\", \"c8976871-50f7-408f-9ea8-9c93d1f20c3e\"], \"total_duration\": 393.0, \"total_sessions\": 2, \"mean_week_duration\": 4.226}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding users who belong to city Warsaw in addition perform sorting by urban center name descendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"18692\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-02-15 17:45:03.000000+00:00\", \"2023-02-11 23:28:49.000000+00:00\", \"2019-07-16 05:35:07.000000+00:00\", \"2022-04-18 07:27:33.000000+00:00\", \"2022-05-08 08:12:02.000000+00:00\", \"2021-07-01 09:40:14.000000+00:00\", \"2023-06-09 14:29:09.000000+00:00\", \"2021-05-02 09:02:32.000000+00:00\", \"2021-09-22 07:30:57.000000+00:00\", \"2019-08-19 09:01:45.000000+00:00\"], \"session_ids\": [\"0f8aa233-e34c-4d80-a79f-a335c92d36ad\", \"28698416-9495-480f-bf03-e8b31c573991\", \"f7b4e80f-6b7c-4a22-be40-42f07be4c0a3\", \"7d018380-95e8-4de0-84bf-6f853b970e6f\", \"43bd0f73-17ae-449a-935b-cc1b6369fee0\", \"cda3379d-f626-404a-aaa6-53dec543bbd1\", \"58c31bd0-0d5d-4c66-9559-5a851a8b1803\", \"9c16b62e-e60b-45dc-822f-dcd92b820354\", \"df149f8f-9d11-44e5-a3d1-648dd335a498\", \"d8779a76-c12d-4e33-b878-4fb3eff0a1d4\"], \"total_duration\": 31564.0, \"total_sessions\": 10, \"mean_week_duration\": 154.725}, \"35103\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-11-02 18:09:07.000000+00:00\", \"2021-07-05 01:57:03.000000+00:00\", \"2021-08-02 06:56:27.000000+00:00\"], \"session_ids\": [\"2fd5032a-fa5b-47d7-9f58-9d13b1c52d85\", \"79141016-40c5-4a41-ab53-0e018075b655\", \"0ead04cc-9492-4cdc-92dd-fb25957dc6eb\"], \"total_duration\": 283.0, \"total_sessions\": 3, \"mean_week_duration\": 7.256}, \"93342\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-02-13 13:47:43.000000+00:00\", \"2022-10-11 04:48:36.000000+00:00\"], \"session_ids\": [\"88ad5867-d440-43eb-acb6-0dd0eb60071e\", \"d22f80bc-374d-491a-8972-8a64c6307df7\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.598}, \"87121\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-10 13:12:54.000000+00:00\", \"2020-11-02 09:32:04.000000+00:00\"], \"session_ids\": [\"b6650e26-d634-4b91-874d-0e1f69cd849e\", \"53575322-b984-434e-91d2-ffe6c0d5846f\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 4.816}, \"54230\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-12-15 17:17:26.000000+00:00\", \"2020-09-29 20:41:11.000000+00:00\"], \"session_ids\": [\"fbc1c1b7-7bf6-425b-a259-bc47162dee46\", \"872d86b4-63e5-42fa-83e1-eb408ee745d2\"], \"total_duration\": 424.0, \"total_sessions\": 2, \"mean_week_duration\": 3.655}, \"99972\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Cairo\", \"datetimes\": [\"2019-04-28 11:39:53.000000+00:00\", \"2019-04-04 12:14:29.000000+00:00\"], \"session_ids\": [\"a4c9eab0-ee53-4756-b0cb-38dfb93c00a4\", \"d068f458-3378-4ea4-a8a5-94dbdda0c154\"], \"total_duration\": 177.0, \"total_sessions\": 2, \"mean_week_duration\": 44.25}, \"20514\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-02-23 02:39:09.000000+00:00\", \"2019-07-30 17:50:35.000000+00:00\", \"2023-05-27 21:19:02.000000+00:00\", \"2022-04-30 01:23:30.000000+00:00\"], \"session_ids\": [\"5e59ae4d-e324-4b76-aa17-ba622fd96ab9\", \"87a5c452-250e-464e-96e7-288207507d34\", \"0579f2f3-f776-4580-aef8-b74c748eb2d7\", \"67a76fac-2b6e-4f5b-98b0-99bd900dd00d\"], \"total_duration\": 466.0, \"total_sessions\": 4, \"mean_week_duration\": 2.33}, \"41805\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-02-17 02:00:55.000000+00:00\", \"2019-03-08 01:08:02.000000+00:00\", \"2020-12-08 07:51:50.000000+00:00\", \"2023-04-22 09:24:54.000000+00:00\", \"2019-11-03 04:22:30.000000+00:00\", \"2023-03-11 00:25:47.000000+00:00\", \"2022-04-13 03:50:31.000000+00:00\", \"2023-02-02 21:16:54.000000+00:00\", \"2020-05-27 07:21:42.000000+00:00\"], \"session_ids\": [\"086d1054-de81-4c85-a951-73e2b13c4c9a\", \"568dd75d-d445-4651-8f23-d4677c08c2dc\", \"86e0d0ac-0be0-464d-a790-696a7b38d8a9\", \"4a22689c-6ad1-433b-8f50-7079f5049ddb\", \"8c454bed-e2aa-4030-b06c-77c4141432ff\", \"806b8086-de60-46f8-bdda-4f5a5d28017a\", \"f1ef79f1-688d-4b22-a74f-b1a9bf316264\", \"d90cda52-ec8b-44b4-9869-442ea7aa2c9d\", \"e8a5a207-6e19-49f7-8b85-0f397fad1b04\"], \"total_duration\": 112.0, \"total_sessions\": 9, \"mean_week_duration\": 0.519}, \"69854\": {\"keyflows\": {\"Sign In Flow\": 10, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-07-02 23:14:54.000000+00:00\", \"2023-04-20 06:09:21.000000+00:00\", \"2022-04-23 00:07:12.000000+00:00\"], \"session_ids\": [\"7a38ca6b-1af3-4f51-9689-b8f7e178c80c\", \"fc5fdb15-11f0-41b0-9c89-d8f74accff06\", \"00609d12-6753-4607-ab1e-b8ac9d65e6fa\"], \"total_duration\": 867.0, \"total_sessions\": 3, \"mean_week_duration\": 9.223}, \"17555\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-04-26 01:39:31.000000+00:00\", \"2021-04-08 07:29:11.000000+00:00\", \"2021-01-27 10:27:25.000000+00:00\", \"2020-01-24 10:12:38.000000+00:00\", \"2020-07-19 21:30:44.000000+00:00\", \"2022-05-23 09:31:24.000000+00:00\", \"2022-10-10 04:40:30.000000+00:00\", \"2022-04-10 16:44:58.000000+00:00\", \"2021-06-07 08:57:12.000000+00:00\", \"2022-05-07 05:23:20.000000+00:00\"], \"session_ids\": [\"20de1f8f-807b-469e-a85a-8201d10a70e2\", \"76379e86-3b5c-44ad-a8b5-4da0e1118494\", \"71c9d17a-1f2d-417c-a82d-2b4225d46bb7\", \"745ecfba-72a1-49d8-89c3-e52d777bdcdd\", \"9871e8bb-a702-479a-92f9-01797534d584\", \"bfebecd7-a51b-4c5a-b0b8-b6d194715723\", \"f49ccd13-fa3a-4af5-8292-8643244feab6\", \"f561730f-9921-4dd5-a403-81943a5a3523\", \"e0b61f36-396f-46ec-b984-4e82e4f817c8\", \"273e8936-fabf-47c6-8d54-a39a088c755a\"], \"total_duration\": 1260.0, \"total_sessions\": 10, \"mean_week_duration\": 8.873}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is Warsaw"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Warsaw\"]]}}}\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 accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about user who hold the bottom position in duration total , put to use sorting by time spent on the site in desc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"30001\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-02-13 17:20:18.000000+00:00\", \"2019-05-17 20:04:09.000000+00:00\"], \"session_ids\": [\"b934936e-8ca8-430d-9b7e-bddcc6d588b1\", \"d77920e1-7a4f-4690-8906-d92c59c4ab10\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 2.5}, \"69617\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-06-13 10:07:07.000000+00:00\", \"2020-09-03 14:44:42.000000+00:00\"], \"session_ids\": [\"afe10674-9077-4545-bbf8-0c946a1aa056\", \"74a6ce7c-225f-4517-8d85-58a63ac649d0\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.591}, \"58024\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-06-21 09:39:28.000000+00:00\", \"2022-10-04 15:22:59.000000+00:00\"], \"session_ids\": [\"48f7a255-0368-4cb9-9b1c-384dd8c30157\", \"6e8ecb81-8bad-48e8-a149-fe5318925560\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 0.57}, \"49536\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-26 18:12:10.000000+00:00\", \"2022-03-12 11:09:17.000000+00:00\", \"2023-05-14 02:39:23.000000+00:00\", \"2022-06-16 19:54:13.000000+00:00\", \"2021-07-19 03:39:58.000000+00:00\", \"2019-03-28 15:37:18.000000+00:00\", \"2021-11-27 23:15:15.000000+00:00\", \"2022-07-01 01:19:28.000000+00:00\", \"2022-06-15 17:16:20.000000+00:00\", \"2019-10-11 05:48:00.000000+00:00\", \"2021-03-26 16:55:00.000000+00:00\"], \"session_ids\": [\"a7b6446c-7e1d-4c1b-9122-d841a478c7df\", \"12161c09-2096-4698-b416-5948cb557fde\", \"1dba971c-aed9-412a-8a98-292c50c10b44\", \"001760fc-1dda-4496-baa1-a0928424d661\", \"5974b93b-1724-40ac-b2cf-b167981bae6c\", \"f81bfdca-8eb9-4d54-90ac-42b8c85f151b\", \"0a2b302a-3233-41a0-bb3a-a293ee3943c1\", \"8118c210-9084-4f3d-9fbb-19991684b23f\", \"e8478ad8-bb48-4f71-892b-75909e96683a\", \"003aaff8-de66-4c48-a5a9-671a12356d6b\", \"bd22ff6b-fa74-4b95-9eae-b7e37f93e506\"], \"total_duration\": 9185.0, \"total_sessions\": 11, \"mean_week_duration\": 42.523}, \"60684\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-04-19 17:10:30.000000+00:00\", \"2019-02-12 05:28:49.000000+00:00\", \"2021-03-11 08:53:42.000000+00:00\", \"2019-03-25 05:49:23.000000+00:00\", \"2019-08-20 05:17:43.000000+00:00\", \"2023-05-10 00:28:36.000000+00:00\", \"2023-03-29 16:30:10.000000+00:00\", \"2019-05-23 22:23:06.000000+00:00\"], \"session_ids\": [\"16e3a955-76a0-48d5-8263-9b0276fc90b2\", \"f2b578c6-2eed-4ba9-8b82-34530ce829f3\", \"7a852ec0-3089-4deb-995f-c6eca2ee1b42\", \"8d8d0b68-c591-4598-b297-b747f9d01240\", \"5f9dc905-ff29-4aa4-87ef-34b2086543bd\", \"1f738af8-85c4-482b-9bbd-9474396a3546\", \"d7877c0a-bbb1-4d03-8279-51828d0a9e5e\", \"b1f3e895-d5bc-4496-a9aa-f9907e6286e5\"], \"total_duration\": 14775.0, \"total_sessions\": 8, \"mean_week_duration\": 66.855}, \"90107\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-11-22 18:13:55.000000+00:00\", \"2020-12-14 01:34:28.000000+00:00\"], \"session_ids\": [\"a632d867-1e5d-433c-81df-181bde02e4fa\", \"59f0e8b9-8436-46ce-a603-cb443077c254\"], \"total_duration\": 397.0, \"total_sessions\": 2, \"mean_week_duration\": 132.333}, \"25444\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-04 09:55:19.000000+00:00\", \"2020-06-29 23:23:06.000000+00:00\", \"2020-01-21 10:43:51.000000+00:00\", \"2023-06-03 22:04:23.000000+00:00\", \"2020-04-24 10:53:10.000000+00:00\", \"2022-08-12 19:16:20.000000+00:00\", \"2020-11-29 14:47:32.000000+00:00\", \"2019-08-20 05:53:16.000000+00:00\", \"2021-05-29 10:00:20.000000+00:00\", \"2019-10-03 09:53:15.000000+00:00\", \"2020-08-29 05:22:44.000000+00:00\"], \"session_ids\": [\"4b518c6c-cbfb-4359-81cc-616ef1b7e0d4\", \"09857a7e-b4d1-402a-b05a-11f0a1355de8\", \"6fdedc33-e3db-4755-84bf-03838f910a87\", \"4f5ef501-71d9-4f5a-ab84-d97ca892f359\", \"bddf17fa-2093-4b24-9959-e6d2ea679a0c\", \"c97bcc10-5119-4a6a-a384-6a1c7db88317\", \"2cb85124-f795-48b9-8822-753f2f43170b\", \"ec854fae-99ce-458e-9e13-070f47524a91\", \"6ccd6c74-bd46-4c9a-906f-c2ba6d4e6e12\", \"75e2789a-8219-4984-b69d-504fe5b71cfa\", \"3c58feb8-f0dd-4cf5-90f4-b77c08e908e7\"], \"total_duration\": 7364.0, \"total_sessions\": 11, \"mean_week_duration\": 37.192}, \"79912\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-17 09:15:18.000000+00:00\", \"2022-03-10 05:28:14.000000+00:00\"], \"session_ids\": [\"d4fae413-dca2-43a7-b24e-072603149746\", \"4269203f-6064-4ef2-82b5-95eea9266f44\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 2.067}, \"50167\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-28 18:08:09.000000+00:00\", \"2021-10-09 19:46:00.000000+00:00\"], \"session_ids\": [\"6301bd03-4483-47a3-9928-f16819aa280a\", \"56e5c78c-73e7-48e3-ae6d-9feb02e48ba9\"], \"total_duration\": 430.0, \"total_sessions\": 2, \"mean_week_duration\": 5.059}, \"49185\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-03-07 15:58:02.000000+00:00\", \"2019-08-25 17:42:30.000000+00:00\", \"2021-09-01 21:29:04.000000+00:00\"], \"session_ids\": [\"3cc82aee-aff7-4642-ab4f-6d6c886552ef\", \"d9e5264f-51f6-4717-be6b-eb5836b8c130\", \"5e174f2c-7849-4554-9788-5334e82132f9\"], \"total_duration\": 30.0, \"total_sessions\": 3, \"mean_week_duration\": 0.162}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the lowest 1 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": false, \"quant_to_remain\": 1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"49185\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-03-07 15:58:02.000000+00:00\", \"2019-08-25 17:42:30.000000+00:00\", \"2021-09-01 21:29:04.000000+00:00\"], \"session_ids\": [\"3cc82aee-aff7-4642-ab4f-6d6c886552ef\", \"d9e5264f-51f6-4717-be6b-eb5836b8c130\", \"5e174f2c-7849-4554-9788-5334e82132f9\"], \"total_duration\": 30.0, \"total_sessions\": 3, \"mean_week_duration\": 0.162}}, {\"79912\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-17 09:15:18.000000+00:00\", \"2022-03-10 05:28:14.000000+00:00\"], \"session_ids\": [\"d4fae413-dca2-43a7-b24e-072603149746\", \"4269203f-6064-4ef2-82b5-95eea9266f44\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 2.067}}, {\"30001\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-02-13 17:20:18.000000+00:00\", \"2019-05-17 20:04:09.000000+00:00\"], \"session_ids\": [\"b934936e-8ca8-430d-9b7e-bddcc6d588b1\", \"d77920e1-7a4f-4690-8906-d92c59c4ab10\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 2.5}}]\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[{\"30001\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-02-13 17:20:18.000000+00:00\", \"2019-05-17 20:04:09.000000+00:00\"], \"session_ids\": [\"b934936e-8ca8-430d-9b7e-bddcc6d588b1\", \"d77920e1-7a4f-4690-8906-d92c59c4ab10\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 2.5}}, {\"79912\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-17 09:15:18.000000+00:00\", \"2022-03-10 05:28:14.000000+00:00\"], \"session_ids\": [\"d4fae413-dca2-43a7-b24e-072603149746\", \"4269203f-6064-4ef2-82b5-95eea9266f44\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 2.067}}, {\"49185\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-03-07 15:58:02.000000+00:00\", \"2019-08-25 17:42:30.000000+00:00\", \"2021-09-01 21:29:04.000000+00:00\"], \"session_ids\": [\"3cc82aee-aff7-4642-ab4f-6d6c886552ef\", \"d9e5264f-51f6-4717-be6b-eb5836b8c130\", \"5e174f2c-7849-4554-9788-5334e82132f9\"], \"total_duration\": 30.0, \"total_sessions\": 3, \"mean_week_duration\": 0.162}}]\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[{\"30001\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-02-13 17:20:18.000000+00:00\", \"2019-05-17 20:04:09.000000+00:00\"], \"session_ids\": [\"b934936e-8ca8-430d-9b7e-bddcc6d588b1\", \"d77920e1-7a4f-4690-8906-d92c59c4ab10\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 2.5}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"30001\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-02-13 17:20:18.000000+00:00\", \"2019-05-17 20:04:09.000000+00:00\"], \"session_ids\": [\"b934936e-8ca8-430d-9b7e-bddcc6d588b1\", \"d77920e1-7a4f-4690-8906-d92c59c4ab10\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 2.5}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about 6 users whose city isn't Santo Domingo plus do sorting by time using the app from the largest to the smallest."
}
] |
[
{
"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{\"59253\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-10-26 20:36:01.000000+00:00\", \"2023-03-17 19:18:00.000000+00:00\", \"2023-05-02 07:50:21.000000+00:00\", \"2020-02-24 21:49:29.000000+00:00\", \"2023-04-04 20:37:55.000000+00:00\", \"2019-10-27 00:07:14.000000+00:00\", \"2019-09-08 02:55:22.000000+00:00\", \"2021-06-13 01:17:30.000000+00:00\"], \"session_ids\": [\"d6629a8f-277b-4623-8089-76b067106c74\", \"1a8fcd1a-d13c-4769-972d-27fcf04be316\", \"21f70b4d-f188-4cf2-8a48-399aad4d320c\", \"f6a31a3b-94e2-45c8-ad13-f1bf5500c563\", \"6ae0f70b-2fd5-4118-a397-19b850651e45\", \"f099de8d-11ff-4cc7-aff7-bc5fc3df9c6b\", \"c588fd03-628b-48ff-ae99-82cc384e168d\", \"4ccb52d2-1bab-4bc5-ac2f-329bc7191c4f\"], \"total_duration\": 8729.0, \"total_sessions\": 8, \"mean_week_duration\": 45.702}, \"97018\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-07-19 23:20:59.000000+00:00\", \"2019-11-08 19:45:23.000000+00:00\"], \"session_ids\": [\"59a9643e-098d-4d03-8434-431206d820f0\", \"4ae928d9-0930-4378-8ed2-73419fe520fa\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 4.25}, \"69277\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2019-03-22 08:36:28.000000+00:00\", \"2021-04-23 08:56:40.000000+00:00\", \"2023-03-01 15:55:09.000000+00:00\"], \"session_ids\": [\"4dfa2d35-e9e3-4fd3-acc4-7d895ba23488\", \"dbc8d01f-f8ef-4f92-909a-6ea24cb5d98a\", \"1cb4d801-874e-4227-9c54-eb05852f37e1\"], \"total_duration\": 33.0, \"total_sessions\": 3, \"mean_week_duration\": 0.16}, \"70390\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-11-18 21:55:13.000000+00:00\", \"2019-03-14 02:42:00.000000+00:00\", \"2019-08-05 13:27:45.000000+00:00\", \"2020-08-07 03:31:37.000000+00:00\", \"2021-11-14 09:54:10.000000+00:00\"], \"session_ids\": [\"02fee51e-deae-4d44-a355-cb23d6656089\", \"007dfe44-ffc1-4708-be57-944c4d833e1f\", \"266a6dfd-6082-4840-83d5-003b7d918f5a\", \"954aa1e8-f502-4081-8d90-5e8feabce64e\", \"06e69a2e-b915-4755-a45d-1d9abbc64e17\"], \"total_duration\": 496.0, \"total_sessions\": 5, \"mean_week_duration\": 3.543}, \"76024\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-11-01 16:41:16.000000+00:00\", \"2019-09-02 15:39:26.000000+00:00\"], \"session_ids\": [\"b70c2145-3bb1-4be7-85fb-513050f04a01\", \"3df1854f-84a2-48d2-9318-2a01e88270f5\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 0.54}, \"12299\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-01-03 19:54:49.000000+00:00\", \"2022-02-07 07:16:42.000000+00:00\", \"2019-05-17 14:33:31.000000+00:00\", \"2019-08-07 11:59:33.000000+00:00\", \"2023-05-23 01:15:05.000000+00:00\"], \"session_ids\": [\"2e2da715-3194-49e1-9b09-fa0829c1b54f\", \"c289b588-3e93-46d8-bec8-6866ecbfdc89\", \"38a64b1b-49bf-4320-99bf-dc4c42f90e80\", \"8cf90a86-4936-4aa7-823d-bc5a301ad066\", \"22e8b78e-9622-4c56-aa77-03607b323fd6\"], \"total_duration\": 667.0, \"total_sessions\": 5, \"mean_week_duration\": 2.913}, \"20399\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-02-15 08:58:10.000000+00:00\", \"2021-01-17 13:30:23.000000+00:00\"], \"session_ids\": [\"cb710706-76b6-4213-9a66-cad4a62e8b31\", \"79bf4e4c-8f6e-4973-a1ac-395389868bc0\"], \"total_duration\": 451.0, \"total_sessions\": 2, \"mean_week_duration\": 4.138}, \"48862\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-07-29 16:10:51.000000+00:00\", \"2020-12-10 22:37:52.000000+00:00\", \"2021-09-19 10:38:05.000000+00:00\"], \"session_ids\": [\"daeabf2a-d95e-43f7-aaf2-5525aa447a13\", \"17f065cf-5307-4d2f-800b-b01aba3dda82\", \"9af59ec9-6a98-482a-a71f-623552d7c7ab\"], \"total_duration\": 226.0, \"total_sessions\": 3, \"mean_week_duration\": 2.018}, \"70664\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-08-08 19:47:15.000000+00:00\", \"2019-07-26 13:30:39.000000+00:00\", \"2022-09-23 06:04:37.000000+00:00\"], \"session_ids\": [\"79eef9f3-007f-4951-b61a-b34f6fdf2ed0\", \"d5a9d7f1-76d5-4a39-8f84-52489ecd15d6\", \"75203edd-ccb7-4341-95e4-8bdf742f1fc1\"], \"total_duration\": 40.0, \"total_sessions\": 3, \"mean_week_duration\": 0.242}, \"77795\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-02-14 13:17:40.000000+00:00\", \"2022-08-22 23:26:03.000000+00:00\", \"2021-03-04 13:30:57.000000+00:00\", \"2019-02-22 17:40:37.000000+00:00\", \"2021-01-27 07:56:11.000000+00:00\", \"2022-09-01 01:15:42.000000+00:00\", \"2019-10-16 01:55:05.000000+00:00\", \"2020-06-28 09:47:01.000000+00:00\", \"2020-08-18 01:08:13.000000+00:00\"], \"session_ids\": [\"9c0b4059-cf9c-43d7-bd0a-69fc38bf92f6\", \"b20e7ced-8785-4dd7-adf0-c4a3cc89c0b5\", \"52f05ec9-cb6c-4fbe-8370-119d3bd9aa7e\", \"ecfb950c-9326-413b-aedc-d07e63bc68e1\", \"39edf2db-3b0e-4f2c-b739-7cdd42c63cfa\", \"ba9dd981-8450-40f5-a9a0-1ad7248314d3\", \"fdf5de79-af04-416f-95c2-d16cc1f6329f\", \"1de11736-0e27-4220-8f17-b237f53a3bc9\", \"170bc108-cb80-4e96-af24-821cd3ba08bc\"], \"total_duration\": 6532.0, \"total_sessions\": 9, \"mean_week_duration\": 35.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is not Santo Domingo"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Santo Domingo\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"59253\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-10-26 20:36:01.000000+00:00\", \"2023-03-17 19:18:00.000000+00:00\", \"2023-05-02 07:50:21.000000+00:00\", \"2020-02-24 21:49:29.000000+00:00\", \"2023-04-04 20:37:55.000000+00:00\", \"2019-10-27 00:07:14.000000+00:00\", \"2019-09-08 02:55:22.000000+00:00\", \"2021-06-13 01:17:30.000000+00:00\"], \"session_ids\": [\"d6629a8f-277b-4623-8089-76b067106c74\", \"1a8fcd1a-d13c-4769-972d-27fcf04be316\", \"21f70b4d-f188-4cf2-8a48-399aad4d320c\", \"f6a31a3b-94e2-45c8-ad13-f1bf5500c563\", \"6ae0f70b-2fd5-4118-a397-19b850651e45\", \"f099de8d-11ff-4cc7-aff7-bc5fc3df9c6b\", \"c588fd03-628b-48ff-ae99-82cc384e168d\", \"4ccb52d2-1bab-4bc5-ac2f-329bc7191c4f\"], \"total_duration\": 8729.0, \"total_sessions\": 8, \"mean_week_duration\": 45.702}, \"97018\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-07-19 23:20:59.000000+00:00\", \"2019-11-08 19:45:23.000000+00:00\"], \"session_ids\": [\"59a9643e-098d-4d03-8434-431206d820f0\", \"4ae928d9-0930-4378-8ed2-73419fe520fa\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 4.25}, \"69277\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2019-03-22 08:36:28.000000+00:00\", \"2021-04-23 08:56:40.000000+00:00\", \"2023-03-01 15:55:09.000000+00:00\"], \"session_ids\": [\"4dfa2d35-e9e3-4fd3-acc4-7d895ba23488\", \"dbc8d01f-f8ef-4f92-909a-6ea24cb5d98a\", \"1cb4d801-874e-4227-9c54-eb05852f37e1\"], \"total_duration\": 33.0, \"total_sessions\": 3, \"mean_week_duration\": 0.16}, \"70390\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-11-18 21:55:13.000000+00:00\", \"2019-03-14 02:42:00.000000+00:00\", \"2019-08-05 13:27:45.000000+00:00\", \"2020-08-07 03:31:37.000000+00:00\", \"2021-11-14 09:54:10.000000+00:00\"], \"session_ids\": [\"02fee51e-deae-4d44-a355-cb23d6656089\", \"007dfe44-ffc1-4708-be57-944c4d833e1f\", \"266a6dfd-6082-4840-83d5-003b7d918f5a\", \"954aa1e8-f502-4081-8d90-5e8feabce64e\", \"06e69a2e-b915-4755-a45d-1d9abbc64e17\"], \"total_duration\": 496.0, \"total_sessions\": 5, \"mean_week_duration\": 3.543}, \"76024\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-11-01 16:41:16.000000+00:00\", \"2019-09-02 15:39:26.000000+00:00\"], \"session_ids\": [\"b70c2145-3bb1-4be7-85fb-513050f04a01\", \"3df1854f-84a2-48d2-9318-2a01e88270f5\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 0.54}, \"12299\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-01-03 19:54:49.000000+00:00\", \"2022-02-07 07:16:42.000000+00:00\", \"2019-05-17 14:33:31.000000+00:00\", \"2019-08-07 11:59:33.000000+00:00\", \"2023-05-23 01:15:05.000000+00:00\"], \"session_ids\": [\"2e2da715-3194-49e1-9b09-fa0829c1b54f\", \"c289b588-3e93-46d8-bec8-6866ecbfdc89\", \"38a64b1b-49bf-4320-99bf-dc4c42f90e80\", \"8cf90a86-4936-4aa7-823d-bc5a301ad066\", \"22e8b78e-9622-4c56-aa77-03607b323fd6\"], \"total_duration\": 667.0, \"total_sessions\": 5, \"mean_week_duration\": 2.913}, \"20399\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-02-15 08:58:10.000000+00:00\", \"2021-01-17 13:30:23.000000+00:00\"], \"session_ids\": [\"cb710706-76b6-4213-9a66-cad4a62e8b31\", \"79bf4e4c-8f6e-4973-a1ac-395389868bc0\"], \"total_duration\": 451.0, \"total_sessions\": 2, \"mean_week_duration\": 4.138}, \"48862\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-07-29 16:10:51.000000+00:00\", \"2020-12-10 22:37:52.000000+00:00\", \"2021-09-19 10:38:05.000000+00:00\"], \"session_ids\": [\"daeabf2a-d95e-43f7-aaf2-5525aa447a13\", \"17f065cf-5307-4d2f-800b-b01aba3dda82\", \"9af59ec9-6a98-482a-a71f-623552d7c7ab\"], \"total_duration\": 226.0, \"total_sessions\": 3, \"mean_week_duration\": 2.018}, \"70664\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-08-08 19:47:15.000000+00:00\", \"2019-07-26 13:30:39.000000+00:00\", \"2022-09-23 06:04:37.000000+00:00\"], \"session_ids\": [\"79eef9f3-007f-4951-b61a-b34f6fdf2ed0\", \"d5a9d7f1-76d5-4a39-8f84-52489ecd15d6\", \"75203edd-ccb7-4341-95e4-8bdf742f1fc1\"], \"total_duration\": 40.0, \"total_sessions\": 3, \"mean_week_duration\": 0.242}, \"77795\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-02-14 13:17:40.000000+00:00\", \"2022-08-22 23:26:03.000000+00:00\", \"2021-03-04 13:30:57.000000+00:00\", \"2019-02-22 17:40:37.000000+00:00\", \"2021-01-27 07:56:11.000000+00:00\", \"2022-09-01 01:15:42.000000+00:00\", \"2019-10-16 01:55:05.000000+00:00\", \"2020-06-28 09:47:01.000000+00:00\", \"2020-08-18 01:08:13.000000+00:00\"], \"session_ids\": [\"9c0b4059-cf9c-43d7-bd0a-69fc38bf92f6\", \"b20e7ced-8785-4dd7-adf0-c4a3cc89c0b5\", \"52f05ec9-cb6c-4fbe-8370-119d3bd9aa7e\", \"ecfb950c-9326-413b-aedc-d07e63bc68e1\", \"39edf2db-3b0e-4f2c-b739-7cdd42c63cfa\", \"ba9dd981-8450-40f5-a9a0-1ad7248314d3\", \"fdf5de79-af04-416f-95c2-d16cc1f6329f\", \"1de11736-0e27-4220-8f17-b237f53a3bc9\", \"170bc108-cb80-4e96-af24-821cd3ba08bc\"], \"total_duration\": 6532.0, \"total_sessions\": 9, \"mean_week_duration\": 35.5}}\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[{\"59253\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-10-26 20:36:01.000000+00:00\", \"2023-03-17 19:18:00.000000+00:00\", \"2023-05-02 07:50:21.000000+00:00\", \"2020-02-24 21:49:29.000000+00:00\", \"2023-04-04 20:37:55.000000+00:00\", \"2019-10-27 00:07:14.000000+00:00\", \"2019-09-08 02:55:22.000000+00:00\", \"2021-06-13 01:17:30.000000+00:00\"], \"session_ids\": [\"d6629a8f-277b-4623-8089-76b067106c74\", \"1a8fcd1a-d13c-4769-972d-27fcf04be316\", \"21f70b4d-f188-4cf2-8a48-399aad4d320c\", \"f6a31a3b-94e2-45c8-ad13-f1bf5500c563\", \"6ae0f70b-2fd5-4118-a397-19b850651e45\", \"f099de8d-11ff-4cc7-aff7-bc5fc3df9c6b\", \"c588fd03-628b-48ff-ae99-82cc384e168d\", \"4ccb52d2-1bab-4bc5-ac2f-329bc7191c4f\"], \"total_duration\": 8729.0, \"total_sessions\": 8, \"mean_week_duration\": 45.702}}, {\"77795\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-02-14 13:17:40.000000+00:00\", \"2022-08-22 23:26:03.000000+00:00\", \"2021-03-04 13:30:57.000000+00:00\", \"2019-02-22 17:40:37.000000+00:00\", \"2021-01-27 07:56:11.000000+00:00\", \"2022-09-01 01:15:42.000000+00:00\", \"2019-10-16 01:55:05.000000+00:00\", \"2020-06-28 09:47:01.000000+00:00\", \"2020-08-18 01:08:13.000000+00:00\"], \"session_ids\": [\"9c0b4059-cf9c-43d7-bd0a-69fc38bf92f6\", \"b20e7ced-8785-4dd7-adf0-c4a3cc89c0b5\", \"52f05ec9-cb6c-4fbe-8370-119d3bd9aa7e\", \"ecfb950c-9326-413b-aedc-d07e63bc68e1\", \"39edf2db-3b0e-4f2c-b739-7cdd42c63cfa\", \"ba9dd981-8450-40f5-a9a0-1ad7248314d3\", \"fdf5de79-af04-416f-95c2-d16cc1f6329f\", \"1de11736-0e27-4220-8f17-b237f53a3bc9\", \"170bc108-cb80-4e96-af24-821cd3ba08bc\"], \"total_duration\": 6532.0, \"total_sessions\": 9, \"mean_week_duration\": 35.5}}, {\"12299\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-01-03 19:54:49.000000+00:00\", \"2022-02-07 07:16:42.000000+00:00\", \"2019-05-17 14:33:31.000000+00:00\", \"2019-08-07 11:59:33.000000+00:00\", \"2023-05-23 01:15:05.000000+00:00\"], \"session_ids\": [\"2e2da715-3194-49e1-9b09-fa0829c1b54f\", \"c289b588-3e93-46d8-bec8-6866ecbfdc89\", \"38a64b1b-49bf-4320-99bf-dc4c42f90e80\", \"8cf90a86-4936-4aa7-823d-bc5a301ad066\", \"22e8b78e-9622-4c56-aa77-03607b323fd6\"], \"total_duration\": 667.0, \"total_sessions\": 5, \"mean_week_duration\": 2.913}}, {\"70390\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-11-18 21:55:13.000000+00:00\", \"2019-03-14 02:42:00.000000+00:00\", \"2019-08-05 13:27:45.000000+00:00\", \"2020-08-07 03:31:37.000000+00:00\", \"2021-11-14 09:54:10.000000+00:00\"], \"session_ids\": [\"02fee51e-deae-4d44-a355-cb23d6656089\", \"007dfe44-ffc1-4708-be57-944c4d833e1f\", \"266a6dfd-6082-4840-83d5-003b7d918f5a\", \"954aa1e8-f502-4081-8d90-5e8feabce64e\", \"06e69a2e-b915-4755-a45d-1d9abbc64e17\"], \"total_duration\": 496.0, \"total_sessions\": 5, \"mean_week_duration\": 3.543}}, {\"20399\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-02-15 08:58:10.000000+00:00\", \"2021-01-17 13:30:23.000000+00:00\"], \"session_ids\": [\"cb710706-76b6-4213-9a66-cad4a62e8b31\", \"79bf4e4c-8f6e-4973-a1ac-395389868bc0\"], \"total_duration\": 451.0, \"total_sessions\": 2, \"mean_week_duration\": 4.138}}, {\"48862\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-07-29 16:10:51.000000+00:00\", \"2020-12-10 22:37:52.000000+00:00\", \"2021-09-19 10:38:05.000000+00:00\"], \"session_ids\": [\"daeabf2a-d95e-43f7-aaf2-5525aa447a13\", \"17f065cf-5307-4d2f-800b-b01aba3dda82\", \"9af59ec9-6a98-482a-a71f-623552d7c7ab\"], \"total_duration\": 226.0, \"total_sessions\": 3, \"mean_week_duration\": 2.018}}, {\"97018\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-07-19 23:20:59.000000+00:00\", \"2019-11-08 19:45:23.000000+00:00\"], \"session_ids\": [\"59a9643e-098d-4d03-8434-431206d820f0\", \"4ae928d9-0930-4378-8ed2-73419fe520fa\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 4.25}}, {\"76024\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-11-01 16:41:16.000000+00:00\", \"2019-09-02 15:39:26.000000+00:00\"], \"session_ids\": [\"b70c2145-3bb1-4be7-85fb-513050f04a01\", \"3df1854f-84a2-48d2-9318-2a01e88270f5\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 0.54}}, {\"70664\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-08-08 19:47:15.000000+00:00\", \"2019-07-26 13:30:39.000000+00:00\", \"2022-09-23 06:04:37.000000+00:00\"], \"session_ids\": [\"79eef9f3-007f-4951-b61a-b34f6fdf2ed0\", \"d5a9d7f1-76d5-4a39-8f84-52489ecd15d6\", \"75203edd-ccb7-4341-95e4-8bdf742f1fc1\"], \"total_duration\": 40.0, \"total_sessions\": 3, \"mean_week_duration\": 0.242}}, {\"69277\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2019-03-22 08:36:28.000000+00:00\", \"2021-04-23 08:56:40.000000+00:00\", \"2023-03-01 15:55:09.000000+00:00\"], \"session_ids\": [\"4dfa2d35-e9e3-4fd3-acc4-7d895ba23488\", \"dbc8d01f-f8ef-4f92-909a-6ea24cb5d98a\", \"1cb4d801-874e-4227-9c54-eb05852f37e1\"], \"total_duration\": 33.0, \"total_sessions\": 3, \"mean_week_duration\": 0.16}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 6 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"59253\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-10-26 20:36:01.000000+00:00\", \"2023-03-17 19:18:00.000000+00:00\", \"2023-05-02 07:50:21.000000+00:00\", \"2020-02-24 21:49:29.000000+00:00\", \"2023-04-04 20:37:55.000000+00:00\", \"2019-10-27 00:07:14.000000+00:00\", \"2019-09-08 02:55:22.000000+00:00\", \"2021-06-13 01:17:30.000000+00:00\"], \"session_ids\": [\"d6629a8f-277b-4623-8089-76b067106c74\", \"1a8fcd1a-d13c-4769-972d-27fcf04be316\", \"21f70b4d-f188-4cf2-8a48-399aad4d320c\", \"f6a31a3b-94e2-45c8-ad13-f1bf5500c563\", \"6ae0f70b-2fd5-4118-a397-19b850651e45\", \"f099de8d-11ff-4cc7-aff7-bc5fc3df9c6b\", \"c588fd03-628b-48ff-ae99-82cc384e168d\", \"4ccb52d2-1bab-4bc5-ac2f-329bc7191c4f\"], \"total_duration\": 8729.0, \"total_sessions\": 8, \"mean_week_duration\": 45.702}}, {\"77795\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-02-14 13:17:40.000000+00:00\", \"2022-08-22 23:26:03.000000+00:00\", \"2021-03-04 13:30:57.000000+00:00\", \"2019-02-22 17:40:37.000000+00:00\", \"2021-01-27 07:56:11.000000+00:00\", \"2022-09-01 01:15:42.000000+00:00\", \"2019-10-16 01:55:05.000000+00:00\", \"2020-06-28 09:47:01.000000+00:00\", \"2020-08-18 01:08:13.000000+00:00\"], \"session_ids\": [\"9c0b4059-cf9c-43d7-bd0a-69fc38bf92f6\", \"b20e7ced-8785-4dd7-adf0-c4a3cc89c0b5\", \"52f05ec9-cb6c-4fbe-8370-119d3bd9aa7e\", \"ecfb950c-9326-413b-aedc-d07e63bc68e1\", \"39edf2db-3b0e-4f2c-b739-7cdd42c63cfa\", \"ba9dd981-8450-40f5-a9a0-1ad7248314d3\", \"fdf5de79-af04-416f-95c2-d16cc1f6329f\", \"1de11736-0e27-4220-8f17-b237f53a3bc9\", \"170bc108-cb80-4e96-af24-821cd3ba08bc\"], \"total_duration\": 6532.0, \"total_sessions\": 9, \"mean_week_duration\": 35.5}}, {\"12299\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-01-03 19:54:49.000000+00:00\", \"2022-02-07 07:16:42.000000+00:00\", \"2019-05-17 14:33:31.000000+00:00\", \"2019-08-07 11:59:33.000000+00:00\", \"2023-05-23 01:15:05.000000+00:00\"], \"session_ids\": [\"2e2da715-3194-49e1-9b09-fa0829c1b54f\", \"c289b588-3e93-46d8-bec8-6866ecbfdc89\", \"38a64b1b-49bf-4320-99bf-dc4c42f90e80\", \"8cf90a86-4936-4aa7-823d-bc5a301ad066\", \"22e8b78e-9622-4c56-aa77-03607b323fd6\"], \"total_duration\": 667.0, \"total_sessions\": 5, \"mean_week_duration\": 2.913}}, {\"70390\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-11-18 21:55:13.000000+00:00\", \"2019-03-14 02:42:00.000000+00:00\", \"2019-08-05 13:27:45.000000+00:00\", \"2020-08-07 03:31:37.000000+00:00\", \"2021-11-14 09:54:10.000000+00:00\"], \"session_ids\": [\"02fee51e-deae-4d44-a355-cb23d6656089\", \"007dfe44-ffc1-4708-be57-944c4d833e1f\", \"266a6dfd-6082-4840-83d5-003b7d918f5a\", \"954aa1e8-f502-4081-8d90-5e8feabce64e\", \"06e69a2e-b915-4755-a45d-1d9abbc64e17\"], \"total_duration\": 496.0, \"total_sessions\": 5, \"mean_week_duration\": 3.543}}, {\"20399\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-02-15 08:58:10.000000+00:00\", \"2021-01-17 13:30:23.000000+00:00\"], \"session_ids\": [\"cb710706-76b6-4213-9a66-cad4a62e8b31\", \"79bf4e4c-8f6e-4973-a1ac-395389868bc0\"], \"total_duration\": 451.0, \"total_sessions\": 2, \"mean_week_duration\": 4.138}}, {\"48862\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-07-29 16:10:51.000000+00:00\", \"2020-12-10 22:37:52.000000+00:00\", \"2021-09-19 10:38:05.000000+00:00\"], \"session_ids\": [\"daeabf2a-d95e-43f7-aaf2-5525aa447a13\", \"17f065cf-5307-4d2f-800b-b01aba3dda82\", \"9af59ec9-6a98-482a-a71f-623552d7c7ab\"], \"total_duration\": 226.0, \"total_sessions\": 3, \"mean_week_duration\": 2.018}}]\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[{\"59253\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-10-26 20:36:01.000000+00:00\", \"2023-03-17 19:18:00.000000+00:00\", \"2023-05-02 07:50:21.000000+00:00\", \"2020-02-24 21:49:29.000000+00:00\", \"2023-04-04 20:37:55.000000+00:00\", \"2019-10-27 00:07:14.000000+00:00\", \"2019-09-08 02:55:22.000000+00:00\", \"2021-06-13 01:17:30.000000+00:00\"], \"session_ids\": [\"d6629a8f-277b-4623-8089-76b067106c74\", \"1a8fcd1a-d13c-4769-972d-27fcf04be316\", \"21f70b4d-f188-4cf2-8a48-399aad4d320c\", \"f6a31a3b-94e2-45c8-ad13-f1bf5500c563\", \"6ae0f70b-2fd5-4118-a397-19b850651e45\", \"f099de8d-11ff-4cc7-aff7-bc5fc3df9c6b\", \"c588fd03-628b-48ff-ae99-82cc384e168d\", \"4ccb52d2-1bab-4bc5-ac2f-329bc7191c4f\"], \"total_duration\": 8729.0, \"total_sessions\": 8, \"mean_week_duration\": 45.702}}, {\"77795\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-02-14 13:17:40.000000+00:00\", \"2022-08-22 23:26:03.000000+00:00\", \"2021-03-04 13:30:57.000000+00:00\", \"2019-02-22 17:40:37.000000+00:00\", \"2021-01-27 07:56:11.000000+00:00\", \"2022-09-01 01:15:42.000000+00:00\", \"2019-10-16 01:55:05.000000+00:00\", \"2020-06-28 09:47:01.000000+00:00\", \"2020-08-18 01:08:13.000000+00:00\"], \"session_ids\": [\"9c0b4059-cf9c-43d7-bd0a-69fc38bf92f6\", \"b20e7ced-8785-4dd7-adf0-c4a3cc89c0b5\", \"52f05ec9-cb6c-4fbe-8370-119d3bd9aa7e\", \"ecfb950c-9326-413b-aedc-d07e63bc68e1\", \"39edf2db-3b0e-4f2c-b739-7cdd42c63cfa\", \"ba9dd981-8450-40f5-a9a0-1ad7248314d3\", \"fdf5de79-af04-416f-95c2-d16cc1f6329f\", \"1de11736-0e27-4220-8f17-b237f53a3bc9\", \"170bc108-cb80-4e96-af24-821cd3ba08bc\"], \"total_duration\": 6532.0, \"total_sessions\": 9, \"mean_week_duration\": 35.5}}, {\"12299\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-01-03 19:54:49.000000+00:00\", \"2022-02-07 07:16:42.000000+00:00\", \"2019-05-17 14:33:31.000000+00:00\", \"2019-08-07 11:59:33.000000+00:00\", \"2023-05-23 01:15:05.000000+00:00\"], \"session_ids\": [\"2e2da715-3194-49e1-9b09-fa0829c1b54f\", \"c289b588-3e93-46d8-bec8-6866ecbfdc89\", \"38a64b1b-49bf-4320-99bf-dc4c42f90e80\", \"8cf90a86-4936-4aa7-823d-bc5a301ad066\", \"22e8b78e-9622-4c56-aa77-03607b323fd6\"], \"total_duration\": 667.0, \"total_sessions\": 5, \"mean_week_duration\": 2.913}}, {\"70390\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-11-18 21:55:13.000000+00:00\", \"2019-03-14 02:42:00.000000+00:00\", \"2019-08-05 13:27:45.000000+00:00\", \"2020-08-07 03:31:37.000000+00:00\", \"2021-11-14 09:54:10.000000+00:00\"], \"session_ids\": [\"02fee51e-deae-4d44-a355-cb23d6656089\", \"007dfe44-ffc1-4708-be57-944c4d833e1f\", \"266a6dfd-6082-4840-83d5-003b7d918f5a\", \"954aa1e8-f502-4081-8d90-5e8feabce64e\", \"06e69a2e-b915-4755-a45d-1d9abbc64e17\"], \"total_duration\": 496.0, \"total_sessions\": 5, \"mean_week_duration\": 3.543}}, {\"20399\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-02-15 08:58:10.000000+00:00\", \"2021-01-17 13:30:23.000000+00:00\"], \"session_ids\": [\"cb710706-76b6-4213-9a66-cad4a62e8b31\", \"79bf4e4c-8f6e-4973-a1ac-395389868bc0\"], \"total_duration\": 451.0, \"total_sessions\": 2, \"mean_week_duration\": 4.138}}, {\"48862\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-07-29 16:10:51.000000+00:00\", \"2020-12-10 22:37:52.000000+00:00\", \"2021-09-19 10:38:05.000000+00:00\"], \"session_ids\": [\"daeabf2a-d95e-43f7-aaf2-5525aa447a13\", \"17f065cf-5307-4d2f-800b-b01aba3dda82\", \"9af59ec9-6a98-482a-a71f-623552d7c7ab\"], \"total_duration\": 226.0, \"total_sessions\": 3, \"mean_week_duration\": 2.018}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please offer data on user who isn't living in city Zurich additionaly sort by overall sessions count form the highest value to the lowest value and in addition provide me only with 3 pieces of data."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"99485\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-12-23 21:29:20.000000+00:00\", \"2022-05-30 21:37:11.000000+00:00\"], \"session_ids\": [\"35ab4721-a67f-483c-b010-77ab8d2579cd\", \"28738ea0-cf8f-44a8-b171-e258eaeb9df5\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 4.867}, \"42537\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-11-25 03:16:05.000000+00:00\", \"2023-02-18 10:02:43.000000+00:00\", \"2020-04-29 10:02:32.000000+00:00\"], \"session_ids\": [\"6670d9e1-01cb-4b3d-bf1a-8f4b672a989a\", \"1d070a7c-82d3-44b7-bea7-78cf2560080a\", \"2590f82c-16af-443b-bb68-cf81e3b0dfb4\"], \"total_duration\": 542.0, \"total_sessions\": 3, \"mean_week_duration\": 3.687}, \"35211\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-05-22 23:10:34.000000+00:00\", \"2021-08-26 11:38:28.000000+00:00\"], \"session_ids\": [\"6a77e967-49b8-4a68-b49d-f169f2d31cf6\", \"5f86ef28-a9bb-4042-a27d-9c238e4f94b9\"], \"total_duration\": 366.0, \"total_sessions\": 2, \"mean_week_duration\": 3.102}, \"63791\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-02-18 18:55:23.000000+00:00\", \"2019-05-06 13:32:08.000000+00:00\", \"2022-10-11 17:07:20.000000+00:00\", \"2020-10-26 19:03:01.000000+00:00\", \"2019-04-05 17:19:23.000000+00:00\"], \"session_ids\": [\"1c7dc2e9-b4c7-48c8-932f-6df29429b839\", \"53ae648f-67c9-4b49-9f7b-3740323ef62c\", \"2e0b6caf-cebe-472f-b70c-51b2a2ac8ca1\", \"a3408e18-1c74-44a5-bfb5-5182a9753e22\", \"979db4e6-0dcf-4c7f-8372-8be6d3e5fa47\"], \"total_duration\": 3691.0, \"total_sessions\": 5, \"mean_week_duration\": 20.06}, \"61452\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-11 14:59:36.000000+00:00\", \"2022-09-23 15:12:59.000000+00:00\", \"2019-06-21 02:20:56.000000+00:00\"], \"session_ids\": [\"a8ead555-1c55-4d00-b6e1-fc5493b06ec3\", \"ae4dd298-c6ff-4269-ab4e-629035172dd4\", \"f795ca9a-bb92-4282-9611-cd900baf9e53\"], \"total_duration\": 777.0, \"total_sessions\": 3, \"mean_week_duration\": 4.571}, \"68290\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-01-16 10:44:22.000000+00:00\", \"2022-09-08 17:57:04.000000+00:00\"], \"session_ids\": [\"cf197d72-85ba-4ff4-92bf-6a1cad3e1789\", \"6619767e-7c8d-42d1-a01c-ca66c48fddc0\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.391}, \"29285\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-12-06 13:50:29.000000+00:00\", \"2020-11-29 10:51:06.000000+00:00\"], \"session_ids\": [\"7261a480-71c7-4d26-af6f-c92a3de59724\", \"7c01fab1-fa9d-4c5e-b4bd-ef6a6f4ed07e\"], \"total_duration\": 435.0, \"total_sessions\": 2, \"mean_week_duration\": 8.056}, \"74309\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-06-14 20:52:21.000000+00:00\", \"2022-09-20 10:28:48.000000+00:00\", \"2020-02-14 06:21:08.000000+00:00\", \"2020-05-03 21:59:16.000000+00:00\", \"2019-05-21 03:36:48.000000+00:00\"], \"session_ids\": [\"fcb08eb7-ce46-48eb-86ed-345f111c4b9a\", \"16b1db08-c84c-4e70-a4a4-42c12bc4cd1e\", \"3ff5390e-899b-45e2-9429-77815b83ddc6\", \"d9ced861-1fe8-4a9e-922c-0c796487577b\", \"686fb7d6-8c7e-4111-b7d2-6e12ee1808af\"], \"total_duration\": 127.0, \"total_sessions\": 5, \"mean_week_duration\": 0.73}, \"14128\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-01-30 05:08:24.000000+00:00\", \"2020-04-04 06:05:36.000000+00:00\"], \"session_ids\": [\"1ad5efe1-1c8b-45af-af69-46358c0f38c4\", \"7bd4ecb2-cd2e-4707-b809-097fd9c5c4be\"], \"total_duration\": 345.0, \"total_sessions\": 2, \"mean_week_duration\": 8.023}, \"6275\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-04-03 04:59:22.000000+00:00\", \"2021-03-10 21:55:59.000000+00:00\"], \"session_ids\": [\"904d75a1-e4e7-488a-9bee-fd46d391ea4e\", \"aca3f5fc-f1d1-4eac-9e3f-7a6d2f658f80\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.38}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is not Zurich"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Zurich\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"99485\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-12-23 21:29:20.000000+00:00\", \"2022-05-30 21:37:11.000000+00:00\"], \"session_ids\": [\"35ab4721-a67f-483c-b010-77ab8d2579cd\", \"28738ea0-cf8f-44a8-b171-e258eaeb9df5\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 4.867}, \"42537\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-11-25 03:16:05.000000+00:00\", \"2023-02-18 10:02:43.000000+00:00\", \"2020-04-29 10:02:32.000000+00:00\"], \"session_ids\": [\"6670d9e1-01cb-4b3d-bf1a-8f4b672a989a\", \"1d070a7c-82d3-44b7-bea7-78cf2560080a\", \"2590f82c-16af-443b-bb68-cf81e3b0dfb4\"], \"total_duration\": 542.0, \"total_sessions\": 3, \"mean_week_duration\": 3.687}, \"35211\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-05-22 23:10:34.000000+00:00\", \"2021-08-26 11:38:28.000000+00:00\"], \"session_ids\": [\"6a77e967-49b8-4a68-b49d-f169f2d31cf6\", \"5f86ef28-a9bb-4042-a27d-9c238e4f94b9\"], \"total_duration\": 366.0, \"total_sessions\": 2, \"mean_week_duration\": 3.102}, \"63791\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-02-18 18:55:23.000000+00:00\", \"2019-05-06 13:32:08.000000+00:00\", \"2022-10-11 17:07:20.000000+00:00\", \"2020-10-26 19:03:01.000000+00:00\", \"2019-04-05 17:19:23.000000+00:00\"], \"session_ids\": [\"1c7dc2e9-b4c7-48c8-932f-6df29429b839\", \"53ae648f-67c9-4b49-9f7b-3740323ef62c\", \"2e0b6caf-cebe-472f-b70c-51b2a2ac8ca1\", \"a3408e18-1c74-44a5-bfb5-5182a9753e22\", \"979db4e6-0dcf-4c7f-8372-8be6d3e5fa47\"], \"total_duration\": 3691.0, \"total_sessions\": 5, \"mean_week_duration\": 20.06}, \"61452\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-11 14:59:36.000000+00:00\", \"2022-09-23 15:12:59.000000+00:00\", \"2019-06-21 02:20:56.000000+00:00\"], \"session_ids\": [\"a8ead555-1c55-4d00-b6e1-fc5493b06ec3\", \"ae4dd298-c6ff-4269-ab4e-629035172dd4\", \"f795ca9a-bb92-4282-9611-cd900baf9e53\"], \"total_duration\": 777.0, \"total_sessions\": 3, \"mean_week_duration\": 4.571}, \"68290\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-01-16 10:44:22.000000+00:00\", \"2022-09-08 17:57:04.000000+00:00\"], \"session_ids\": [\"cf197d72-85ba-4ff4-92bf-6a1cad3e1789\", \"6619767e-7c8d-42d1-a01c-ca66c48fddc0\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.391}, \"29285\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-12-06 13:50:29.000000+00:00\", \"2020-11-29 10:51:06.000000+00:00\"], \"session_ids\": [\"7261a480-71c7-4d26-af6f-c92a3de59724\", \"7c01fab1-fa9d-4c5e-b4bd-ef6a6f4ed07e\"], \"total_duration\": 435.0, \"total_sessions\": 2, \"mean_week_duration\": 8.056}, \"74309\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-06-14 20:52:21.000000+00:00\", \"2022-09-20 10:28:48.000000+00:00\", \"2020-02-14 06:21:08.000000+00:00\", \"2020-05-03 21:59:16.000000+00:00\", \"2019-05-21 03:36:48.000000+00:00\"], \"session_ids\": [\"fcb08eb7-ce46-48eb-86ed-345f111c4b9a\", \"16b1db08-c84c-4e70-a4a4-42c12bc4cd1e\", \"3ff5390e-899b-45e2-9429-77815b83ddc6\", \"d9ced861-1fe8-4a9e-922c-0c796487577b\", \"686fb7d6-8c7e-4111-b7d2-6e12ee1808af\"], \"total_duration\": 127.0, \"total_sessions\": 5, \"mean_week_duration\": 0.73}, \"14128\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-01-30 05:08:24.000000+00:00\", \"2020-04-04 06:05:36.000000+00:00\"], \"session_ids\": [\"1ad5efe1-1c8b-45af-af69-46358c0f38c4\", \"7bd4ecb2-cd2e-4707-b809-097fd9c5c4be\"], \"total_duration\": 345.0, \"total_sessions\": 2, \"mean_week_duration\": 8.023}, \"6275\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-04-03 04:59:22.000000+00:00\", \"2021-03-10 21:55:59.000000+00:00\"], \"session_ids\": [\"904d75a1-e4e7-488a-9bee-fd46d391ea4e\", \"aca3f5fc-f1d1-4eac-9e3f-7a6d2f658f80\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.38}}\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[{\"63791\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-02-18 18:55:23.000000+00:00\", \"2019-05-06 13:32:08.000000+00:00\", \"2022-10-11 17:07:20.000000+00:00\", \"2020-10-26 19:03:01.000000+00:00\", \"2019-04-05 17:19:23.000000+00:00\"], \"session_ids\": [\"1c7dc2e9-b4c7-48c8-932f-6df29429b839\", \"53ae648f-67c9-4b49-9f7b-3740323ef62c\", \"2e0b6caf-cebe-472f-b70c-51b2a2ac8ca1\", \"a3408e18-1c74-44a5-bfb5-5182a9753e22\", \"979db4e6-0dcf-4c7f-8372-8be6d3e5fa47\"], \"total_duration\": 3691.0, \"total_sessions\": 5, \"mean_week_duration\": 20.06}}, {\"74309\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-06-14 20:52:21.000000+00:00\", \"2022-09-20 10:28:48.000000+00:00\", \"2020-02-14 06:21:08.000000+00:00\", \"2020-05-03 21:59:16.000000+00:00\", \"2019-05-21 03:36:48.000000+00:00\"], \"session_ids\": [\"fcb08eb7-ce46-48eb-86ed-345f111c4b9a\", \"16b1db08-c84c-4e70-a4a4-42c12bc4cd1e\", \"3ff5390e-899b-45e2-9429-77815b83ddc6\", \"d9ced861-1fe8-4a9e-922c-0c796487577b\", \"686fb7d6-8c7e-4111-b7d2-6e12ee1808af\"], \"total_duration\": 127.0, \"total_sessions\": 5, \"mean_week_duration\": 0.73}}, {\"42537\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-11-25 03:16:05.000000+00:00\", \"2023-02-18 10:02:43.000000+00:00\", \"2020-04-29 10:02:32.000000+00:00\"], \"session_ids\": [\"6670d9e1-01cb-4b3d-bf1a-8f4b672a989a\", \"1d070a7c-82d3-44b7-bea7-78cf2560080a\", \"2590f82c-16af-443b-bb68-cf81e3b0dfb4\"], \"total_duration\": 542.0, \"total_sessions\": 3, \"mean_week_duration\": 3.687}}, {\"61452\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-11 14:59:36.000000+00:00\", \"2022-09-23 15:12:59.000000+00:00\", \"2019-06-21 02:20:56.000000+00:00\"], \"session_ids\": [\"a8ead555-1c55-4d00-b6e1-fc5493b06ec3\", \"ae4dd298-c6ff-4269-ab4e-629035172dd4\", \"f795ca9a-bb92-4282-9611-cd900baf9e53\"], \"total_duration\": 777.0, \"total_sessions\": 3, \"mean_week_duration\": 4.571}}, {\"99485\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-12-23 21:29:20.000000+00:00\", \"2022-05-30 21:37:11.000000+00:00\"], \"session_ids\": [\"35ab4721-a67f-483c-b010-77ab8d2579cd\", \"28738ea0-cf8f-44a8-b171-e258eaeb9df5\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 4.867}}, {\"35211\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-05-22 23:10:34.000000+00:00\", \"2021-08-26 11:38:28.000000+00:00\"], \"session_ids\": [\"6a77e967-49b8-4a68-b49d-f169f2d31cf6\", \"5f86ef28-a9bb-4042-a27d-9c238e4f94b9\"], \"total_duration\": 366.0, \"total_sessions\": 2, \"mean_week_duration\": 3.102}}, {\"68290\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-01-16 10:44:22.000000+00:00\", \"2022-09-08 17:57:04.000000+00:00\"], \"session_ids\": [\"cf197d72-85ba-4ff4-92bf-6a1cad3e1789\", \"6619767e-7c8d-42d1-a01c-ca66c48fddc0\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.391}}, {\"29285\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-12-06 13:50:29.000000+00:00\", \"2020-11-29 10:51:06.000000+00:00\"], \"session_ids\": [\"7261a480-71c7-4d26-af6f-c92a3de59724\", \"7c01fab1-fa9d-4c5e-b4bd-ef6a6f4ed07e\"], \"total_duration\": 435.0, \"total_sessions\": 2, \"mean_week_duration\": 8.056}}, {\"14128\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-01-30 05:08:24.000000+00:00\", \"2020-04-04 06:05:36.000000+00:00\"], \"session_ids\": [\"1ad5efe1-1c8b-45af-af69-46358c0f38c4\", \"7bd4ecb2-cd2e-4707-b809-097fd9c5c4be\"], \"total_duration\": 345.0, \"total_sessions\": 2, \"mean_week_duration\": 8.023}}, {\"6275\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-04-03 04:59:22.000000+00:00\", \"2021-03-10 21:55:59.000000+00:00\"], \"session_ids\": [\"904d75a1-e4e7-488a-9bee-fd46d391ea4e\", \"aca3f5fc-f1d1-4eac-9e3f-7a6d2f658f80\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.38}}]\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[{\"63791\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-02-18 18:55:23.000000+00:00\", \"2019-05-06 13:32:08.000000+00:00\", \"2022-10-11 17:07:20.000000+00:00\", \"2020-10-26 19:03:01.000000+00:00\", \"2019-04-05 17:19:23.000000+00:00\"], \"session_ids\": [\"1c7dc2e9-b4c7-48c8-932f-6df29429b839\", \"53ae648f-67c9-4b49-9f7b-3740323ef62c\", \"2e0b6caf-cebe-472f-b70c-51b2a2ac8ca1\", \"a3408e18-1c74-44a5-bfb5-5182a9753e22\", \"979db4e6-0dcf-4c7f-8372-8be6d3e5fa47\"], \"total_duration\": 3691.0, \"total_sessions\": 5, \"mean_week_duration\": 20.06}}, {\"74309\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-06-14 20:52:21.000000+00:00\", \"2022-09-20 10:28:48.000000+00:00\", \"2020-02-14 06:21:08.000000+00:00\", \"2020-05-03 21:59:16.000000+00:00\", \"2019-05-21 03:36:48.000000+00:00\"], \"session_ids\": [\"fcb08eb7-ce46-48eb-86ed-345f111c4b9a\", \"16b1db08-c84c-4e70-a4a4-42c12bc4cd1e\", \"3ff5390e-899b-45e2-9429-77815b83ddc6\", \"d9ced861-1fe8-4a9e-922c-0c796487577b\", \"686fb7d6-8c7e-4111-b7d2-6e12ee1808af\"], \"total_duration\": 127.0, \"total_sessions\": 5, \"mean_week_duration\": 0.73}}, {\"42537\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-11-25 03:16:05.000000+00:00\", \"2023-02-18 10:02:43.000000+00:00\", \"2020-04-29 10:02:32.000000+00:00\"], \"session_ids\": [\"6670d9e1-01cb-4b3d-bf1a-8f4b672a989a\", \"1d070a7c-82d3-44b7-bea7-78cf2560080a\", \"2590f82c-16af-443b-bb68-cf81e3b0dfb4\"], \"total_duration\": 542.0, \"total_sessions\": 3, \"mean_week_duration\": 3.687}}]\n```\n"
}
] |
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