conversations
list |
|---|
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the highest 6 total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": true, \"quant_to_remain\": 6}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"9105\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-11-25 04:02:18.000000+00:00\", \"2022-04-12 21:58:13.000000+00:00\", \"2019-03-31 15:27:45.000000+00:00\", \"2022-07-12 13:55:29.000000+00:00\", \"2021-09-12 21:53:02.000000+00:00\"], \"session_ids\": [\"798c20a0-8bbf-43ae-8453-efef0f449248\", \"037ead48-a5fa-42d7-b5db-fb0e03ceed2c\", \"7e6d5c9d-18fb-4459-ae1e-60c720835ede\", \"0415d4c0-af18-42c5-a395-dbafdd3b32d9\", \"0aa2aabc-0a56-43e2-a40f-d05a337b957c\"], \"total_duration\": 433.0, \"total_sessions\": 5, \"mean_week_duration\": 2.517}}, {\"3979\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-03-31 16:16:33.000000+00:00\", \"2020-01-15 05:00:19.000000+00:00\", \"2019-11-22 06:54:32.000000+00:00\", \"2023-03-24 18:29:04.000000+00:00\"], \"session_ids\": [\"4df3c9f1-b5c5-49d5-bb19-a90cbb385aab\", \"a6989045-e16d-4f38-b65a-c92e1727ffb2\", \"34757472-3de1-45f2-a7a6-b75ec8b3a616\", \"f514bac6-32dd-4b04-9069-2068451d528b\"], \"total_duration\": 47.0, \"total_sessions\": 4, \"mean_week_duration\": 0.27}}, {\"41843\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-03-03 14:15:50.000000+00:00\", \"2020-12-05 18:54:15.000000+00:00\"], \"session_ids\": [\"a1fda24c-1719-4f6c-944c-1b2cac4a73a6\", \"d9588c5f-aef8-46e6-b1fe-b070a3620f96\"], \"total_duration\": 372.0, \"total_sessions\": 2, \"mean_week_duration\": 28.615}}, {\"46608\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-17 02:29:14.000000+00:00\", \"2021-08-29 03:04:18.000000+00:00\"], \"session_ids\": [\"1e75a433-5f1d-46bb-94a7-2efdbd5b510b\", \"5d106479-999b-4b3d-be5a-b65237c9ef8b\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 1.883}}, {\"17218\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-02-20 20:35:24.000000+00:00\", \"2022-09-10 01:09:50.000000+00:00\"], \"session_ids\": [\"9c6df0b4-84a9-4b6c-b402-666b63a6cf24\", \"ed93e3b6-5d3a-4377-8f4f-46def16890f2\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 0.852}}, {\"25801\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-06-19 22:47:35.000000+00:00\", \"2023-01-10 17:37:08.000000+00:00\"], \"session_ids\": [\"93afdeef-272e-41ff-9dbf-a03296189f35\", \"0a4e5487-a2d3-4fb7-90b7-c53dbaa532a6\"], \"total_duration\": 346.0, \"total_sessions\": 2, \"mean_week_duration\": 11.533}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"41843\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-03-03 14:15:50.000000+00:00\", \"2020-12-05 18:54:15.000000+00:00\"], \"session_ids\": [\"a1fda24c-1719-4f6c-944c-1b2cac4a73a6\", \"d9588c5f-aef8-46e6-b1fe-b070a3620f96\"], \"total_duration\": 372.0, \"total_sessions\": 2, \"mean_week_duration\": 28.615}}, {\"46608\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-17 02:29:14.000000+00:00\", \"2021-08-29 03:04:18.000000+00:00\"], \"session_ids\": [\"1e75a433-5f1d-46bb-94a7-2efdbd5b510b\", \"5d106479-999b-4b3d-be5a-b65237c9ef8b\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 1.883}}, {\"17218\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-02-20 20:35:24.000000+00:00\", \"2022-09-10 01:09:50.000000+00:00\"], \"session_ids\": [\"9c6df0b4-84a9-4b6c-b402-666b63a6cf24\", \"ed93e3b6-5d3a-4377-8f4f-46def16890f2\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 0.852}}, {\"25801\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-06-19 22:47:35.000000+00:00\", \"2023-01-10 17:37:08.000000+00:00\"], \"session_ids\": [\"93afdeef-272e-41ff-9dbf-a03296189f35\", \"0a4e5487-a2d3-4fb7-90b7-c53dbaa532a6\"], \"total_duration\": 346.0, \"total_sessions\": 2, \"mean_week_duration\": 11.533}}, {\"3979\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-03-31 16:16:33.000000+00:00\", \"2020-01-15 05:00:19.000000+00:00\", \"2019-11-22 06:54:32.000000+00:00\", \"2023-03-24 18:29:04.000000+00:00\"], \"session_ids\": [\"4df3c9f1-b5c5-49d5-bb19-a90cbb385aab\", \"a6989045-e16d-4f38-b65a-c92e1727ffb2\", \"34757472-3de1-45f2-a7a6-b75ec8b3a616\", \"f514bac6-32dd-4b04-9069-2068451d528b\"], \"total_duration\": 47.0, \"total_sessions\": 4, \"mean_week_duration\": 0.27}}, {\"9105\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-11-25 04:02:18.000000+00:00\", \"2022-04-12 21:58:13.000000+00:00\", \"2019-03-31 15:27:45.000000+00:00\", \"2022-07-12 13:55:29.000000+00:00\", \"2021-09-12 21:53:02.000000+00:00\"], \"session_ids\": [\"798c20a0-8bbf-43ae-8453-efef0f449248\", \"037ead48-a5fa-42d7-b5db-fb0e03ceed2c\", \"7e6d5c9d-18fb-4459-ae1e-60c720835ede\", \"0415d4c0-af18-42c5-a395-dbafdd3b32d9\", \"0aa2aabc-0a56-43e2-a40f-d05a337b957c\"], \"total_duration\": 433.0, \"total_sessions\": 5, \"mean_week_duration\": 2.517}}]\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[{\"41843\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-03-03 14:15:50.000000+00:00\", \"2020-12-05 18:54:15.000000+00:00\"], \"session_ids\": [\"a1fda24c-1719-4f6c-944c-1b2cac4a73a6\", \"d9588c5f-aef8-46e6-b1fe-b070a3620f96\"], \"total_duration\": 372.0, \"total_sessions\": 2, \"mean_week_duration\": 28.615}}, {\"46608\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-17 02:29:14.000000+00:00\", \"2021-08-29 03:04:18.000000+00:00\"], \"session_ids\": [\"1e75a433-5f1d-46bb-94a7-2efdbd5b510b\", \"5d106479-999b-4b3d-be5a-b65237c9ef8b\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 1.883}}, {\"17218\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-02-20 20:35:24.000000+00:00\", \"2022-09-10 01:09:50.000000+00:00\"], \"session_ids\": [\"9c6df0b4-84a9-4b6c-b402-666b63a6cf24\", \"ed93e3b6-5d3a-4377-8f4f-46def16890f2\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 0.852}}, {\"25801\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-06-19 22:47:35.000000+00:00\", \"2023-01-10 17:37:08.000000+00:00\"], \"session_ids\": [\"93afdeef-272e-41ff-9dbf-a03296189f35\", \"0a4e5487-a2d3-4fb7-90b7-c53dbaa532a6\"], \"total_duration\": 346.0, \"total_sessions\": 2, \"mean_week_duration\": 11.533}}, {\"3979\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-03-31 16:16:33.000000+00:00\", \"2020-01-15 05:00:19.000000+00:00\", \"2019-11-22 06:54:32.000000+00:00\", \"2023-03-24 18:29:04.000000+00:00\"], \"session_ids\": [\"4df3c9f1-b5c5-49d5-bb19-a90cbb385aab\", \"a6989045-e16d-4f38-b65a-c92e1727ffb2\", \"34757472-3de1-45f2-a7a6-b75ec8b3a616\", \"f514bac6-32dd-4b04-9069-2068451d528b\"], \"total_duration\": 47.0, \"total_sessions\": 4, \"mean_week_duration\": 0.27}}, {\"9105\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-11-25 04:02:18.000000+00:00\", \"2022-04-12 21:58:13.000000+00:00\", \"2019-03-31 15:27:45.000000+00:00\", \"2022-07-12 13:55:29.000000+00:00\", \"2021-09-12 21:53:02.000000+00:00\"], \"session_ids\": [\"798c20a0-8bbf-43ae-8453-efef0f449248\", \"037ead48-a5fa-42d7-b5db-fb0e03ceed2c\", \"7e6d5c9d-18fb-4459-ae1e-60c720835ede\", \"0415d4c0-af18-42c5-a395-dbafdd3b32d9\", \"0aa2aabc-0a56-43e2-a40f-d05a337b957c\"], \"total_duration\": 433.0, \"total_sessions\": 5, \"mean_week_duration\": 2.517}}]\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[{\"41843\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-03-03 14:15:50.000000+00:00\", \"2020-12-05 18:54:15.000000+00:00\"], \"session_ids\": [\"a1fda24c-1719-4f6c-944c-1b2cac4a73a6\", \"d9588c5f-aef8-46e6-b1fe-b070a3620f96\"], \"total_duration\": 372.0, \"total_sessions\": 2, \"mean_week_duration\": 28.615}}, {\"46608\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-17 02:29:14.000000+00:00\", \"2021-08-29 03:04:18.000000+00:00\"], \"session_ids\": [\"1e75a433-5f1d-46bb-94a7-2efdbd5b510b\", \"5d106479-999b-4b3d-be5a-b65237c9ef8b\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 1.883}}, {\"17218\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-02-20 20:35:24.000000+00:00\", \"2022-09-10 01:09:50.000000+00:00\"], \"session_ids\": [\"9c6df0b4-84a9-4b6c-b402-666b63a6cf24\", \"ed93e3b6-5d3a-4377-8f4f-46def16890f2\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 0.852}}, {\"25801\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-06-19 22:47:35.000000+00:00\", \"2023-01-10 17:37:08.000000+00:00\"], \"session_ids\": [\"93afdeef-272e-41ff-9dbf-a03296189f35\", \"0a4e5487-a2d3-4fb7-90b7-c53dbaa532a6\"], \"total_duration\": 346.0, \"total_sessions\": 2, \"mean_week_duration\": 11.533}}, {\"3979\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-03-31 16:16:33.000000+00:00\", \"2020-01-15 05:00:19.000000+00:00\", \"2019-11-22 06:54:32.000000+00:00\", \"2023-03-24 18:29:04.000000+00:00\"], \"session_ids\": [\"4df3c9f1-b5c5-49d5-bb19-a90cbb385aab\", \"a6989045-e16d-4f38-b65a-c92e1727ffb2\", \"34757472-3de1-45f2-a7a6-b75ec8b3a616\", \"f514bac6-32dd-4b04-9069-2068451d528b\"], \"total_duration\": 47.0, \"total_sessions\": 4, \"mean_week_duration\": 0.27}}, {\"9105\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-11-25 04:02:18.000000+00:00\", \"2022-04-12 21:58:13.000000+00:00\", \"2019-03-31 15:27:45.000000+00:00\", \"2022-07-12 13:55:29.000000+00:00\", \"2021-09-12 21:53:02.000000+00:00\"], \"session_ids\": [\"798c20a0-8bbf-43ae-8453-efef0f449248\", \"037ead48-a5fa-42d7-b5db-fb0e03ceed2c\", \"7e6d5c9d-18fb-4459-ae1e-60c720835ede\", \"0415d4c0-af18-42c5-a395-dbafdd3b32d9\", \"0aa2aabc-0a56-43e2-a40f-d05a337b957c\"], \"total_duration\": 433.0, \"total_sessions\": 5, \"mean_week_duration\": 2.517}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide insights into 7 users with a site usage time per week that is above 40 and below 15, exclusively 15 and 40 and put to use sorting by total amount of duration from the largest to the smallest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"37957\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-01-27 01:58:25.000000+00:00\", \"2021-02-19 11:26:19.000000+00:00\"], \"session_ids\": [\"9b67d4a0-0ac9-4990-941b-8cf980efa13b\", \"23ea3362-77a5-40bf-8126-b0b6af268885\"], \"total_duration\": 224.0, \"total_sessions\": 2, \"mean_week_duration\": 4.571}, \"94394\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-03-13 03:23:43.000000+00:00\", \"2019-12-29 16:32:25.000000+00:00\", \"2022-11-15 18:13:39.000000+00:00\", \"2022-01-02 10:58:06.000000+00:00\", \"2021-05-23 10:27:34.000000+00:00\", \"2020-07-10 09:06:15.000000+00:00\", \"2022-01-08 18:44:22.000000+00:00\", \"2019-05-25 00:15:29.000000+00:00\", \"2022-02-05 20:06:51.000000+00:00\"], \"session_ids\": [\"4089f468-03b7-4ed2-a63b-f8afb406ef51\", \"a3d34f9c-8824-41d9-8bee-d4dd7a38b2f9\", \"2a9d2d7f-0e51-41b4-8e23-e9f2f6910280\", \"5411773f-8ce7-49b2-bf53-46c8d520b6a4\", \"89692392-4130-4f91-94d4-d14652193b54\", \"820fe75d-3c65-46b4-a2f6-fb39c8952e82\", \"0ecfb09a-3e82-46ae-b91d-8c96adf67ca1\", \"36b71bd7-dae0-4e67-9b1b-c4cb3e64a6b7\", \"5ee98e84-f10f-4798-9d16-7a4522ceb0a1\"], \"total_duration\": 2408.0, \"total_sessions\": 9, \"mean_week_duration\": 13.231}, \"23596\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-09-03 06:56:09.000000+00:00\", \"2023-04-29 18:47:06.000000+00:00\", \"2019-04-18 11:50:12.000000+00:00\", \"2020-07-24 15:33:23.000000+00:00\"], \"session_ids\": [\"b2f187b5-b364-4eb0-b020-542952e042c3\", \"fe0b43b4-bbf4-40d7-9fc6-9cecdc3c067d\", \"136cf05a-db6e-478e-830a-cc4c72a9f9f8\", \"af92bd02-1081-4175-b776-dceb41c95fa3\"], \"total_duration\": 856.0, \"total_sessions\": 4, \"mean_week_duration\": 4.057}, \"89726\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-12 14:02:41.000000+00:00\", \"2022-11-30 11:43:14.000000+00:00\", \"2020-07-11 16:24:36.000000+00:00\", \"2020-09-07 00:17:31.000000+00:00\", \"2022-06-07 01:35:52.000000+00:00\", \"2022-10-09 09:18:21.000000+00:00\", \"2023-03-18 18:27:35.000000+00:00\", \"2020-08-17 20:58:46.000000+00:00\"], \"session_ids\": [\"b9d34356-8baa-4d91-ba13-2c310d4c4a85\", \"3401f3fb-7c87-4b24-820b-6aeb2841ab2c\", \"1b2eb4fe-9cf3-412d-9041-f6d9af4dd92a\", \"5aea366f-c282-4323-aacb-2b437d294a65\", \"0a9e29ca-1948-40ad-b067-024d00bad852\", \"eff31b68-a514-4518-aa71-f814e19bb4c9\", \"edd46afb-a78d-4f5b-87d4-3e5b5af9526f\", \"e3a215be-6073-46ab-9a85-7ee3a8cff7f0\"], \"total_duration\": 5666.0, \"total_sessions\": 8, \"mean_week_duration\": 32.377}, \"6319\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-03-30 14:26:06.000000+00:00\", \"2019-03-19 04:56:01.000000+00:00\"], \"session_ids\": [\"ef6eacfc-b419-44c8-ac6a-57b8a41ef633\", \"b612d149-3671-46eb-9e74-d787b0afe99f\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.87}, \"37035\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-05-21 00:49:55.000000+00:00\", \"2022-03-21 19:18:24.000000+00:00\", \"2021-06-12 10:08:31.000000+00:00\"], \"session_ids\": [\"bed162ed-9cdc-4203-8ae2-91b6b000685c\", \"df1acfa2-6bfa-464c-811e-b9398c5fefc4\", \"f274b241-3d7e-4722-8e2f-3c400391f1c4\"], \"total_duration\": 184.0, \"total_sessions\": 3, \"mean_week_duration\": 3.755}, \"43991\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-07-22 12:56:19.000000+00:00\", \"2022-06-08 13:58:45.000000+00:00\"], \"session_ids\": [\"ff1428d4-9fe3-4dc6-9583-abb07493a314\", \"6b5f5f36-7814-46d3-bce6-eb67234c0f73\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 0.94}, \"4254\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-02-04 08:32:58.000000+00:00\", \"2019-11-27 04:21:14.000000+00:00\"], \"session_ids\": [\"0b82b507-6d9f-4e49-bb79-b21ac427c88e\", \"02b94f21-013d-4432-9e7b-be57a6b6c46a\"], \"total_duration\": 377.0, \"total_sessions\": 2, \"mean_week_duration\": 3.278}, \"88634\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-09-16 08:49:44.000000+00:00\", \"2023-05-21 00:21:03.000000+00:00\", \"2023-03-21 14:42:40.000000+00:00\", \"2023-01-22 02:43:29.000000+00:00\"], \"session_ids\": [\"dec80ec5-0bb1-4b2f-96b2-d81af8e888e4\", \"271c1c7e-3fdd-4d0f-85cf-b06dbaa0e185\", \"f357aaa0-0647-49dd-bd85-adcef2d82a6d\", \"af2d626e-4e59-464b-a500-70900b05e5cb\"], \"total_duration\": 120.0, \"total_sessions\": 4, \"mean_week_duration\": 0.625}, \"16086\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-08-02 15:16:02.000000+00:00\", \"2019-11-21 16:25:15.000000+00:00\"], \"session_ids\": [\"13283732-184f-4201-8fa4-a334bf7e64d9\", \"514bfd1c-6e28-446f-90cc-4d84805ea201\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 3.054}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are less than 15 and are greater than 40"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[15, 40]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"37957\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-01-27 01:58:25.000000+00:00\", \"2021-02-19 11:26:19.000000+00:00\"], \"session_ids\": [\"9b67d4a0-0ac9-4990-941b-8cf980efa13b\", \"23ea3362-77a5-40bf-8126-b0b6af268885\"], \"total_duration\": 224.0, \"total_sessions\": 2, \"mean_week_duration\": 4.571}, \"94394\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-03-13 03:23:43.000000+00:00\", \"2019-12-29 16:32:25.000000+00:00\", \"2022-11-15 18:13:39.000000+00:00\", \"2022-01-02 10:58:06.000000+00:00\", \"2021-05-23 10:27:34.000000+00:00\", \"2020-07-10 09:06:15.000000+00:00\", \"2022-01-08 18:44:22.000000+00:00\", \"2019-05-25 00:15:29.000000+00:00\", \"2022-02-05 20:06:51.000000+00:00\"], \"session_ids\": [\"4089f468-03b7-4ed2-a63b-f8afb406ef51\", \"a3d34f9c-8824-41d9-8bee-d4dd7a38b2f9\", \"2a9d2d7f-0e51-41b4-8e23-e9f2f6910280\", \"5411773f-8ce7-49b2-bf53-46c8d520b6a4\", \"89692392-4130-4f91-94d4-d14652193b54\", \"820fe75d-3c65-46b4-a2f6-fb39c8952e82\", \"0ecfb09a-3e82-46ae-b91d-8c96adf67ca1\", \"36b71bd7-dae0-4e67-9b1b-c4cb3e64a6b7\", \"5ee98e84-f10f-4798-9d16-7a4522ceb0a1\"], \"total_duration\": 2408.0, \"total_sessions\": 9, \"mean_week_duration\": 13.231}, \"23596\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-09-03 06:56:09.000000+00:00\", \"2023-04-29 18:47:06.000000+00:00\", \"2019-04-18 11:50:12.000000+00:00\", \"2020-07-24 15:33:23.000000+00:00\"], \"session_ids\": [\"b2f187b5-b364-4eb0-b020-542952e042c3\", \"fe0b43b4-bbf4-40d7-9fc6-9cecdc3c067d\", \"136cf05a-db6e-478e-830a-cc4c72a9f9f8\", \"af92bd02-1081-4175-b776-dceb41c95fa3\"], \"total_duration\": 856.0, \"total_sessions\": 4, \"mean_week_duration\": 4.057}, \"6319\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-03-30 14:26:06.000000+00:00\", \"2019-03-19 04:56:01.000000+00:00\"], \"session_ids\": [\"ef6eacfc-b419-44c8-ac6a-57b8a41ef633\", \"b612d149-3671-46eb-9e74-d787b0afe99f\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.87}, \"37035\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-05-21 00:49:55.000000+00:00\", \"2022-03-21 19:18:24.000000+00:00\", \"2021-06-12 10:08:31.000000+00:00\"], \"session_ids\": [\"bed162ed-9cdc-4203-8ae2-91b6b000685c\", \"df1acfa2-6bfa-464c-811e-b9398c5fefc4\", \"f274b241-3d7e-4722-8e2f-3c400391f1c4\"], \"total_duration\": 184.0, \"total_sessions\": 3, \"mean_week_duration\": 3.755}, \"43991\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-07-22 12:56:19.000000+00:00\", \"2022-06-08 13:58:45.000000+00:00\"], \"session_ids\": [\"ff1428d4-9fe3-4dc6-9583-abb07493a314\", \"6b5f5f36-7814-46d3-bce6-eb67234c0f73\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 0.94}, \"4254\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-02-04 08:32:58.000000+00:00\", \"2019-11-27 04:21:14.000000+00:00\"], \"session_ids\": [\"0b82b507-6d9f-4e49-bb79-b21ac427c88e\", \"02b94f21-013d-4432-9e7b-be57a6b6c46a\"], \"total_duration\": 377.0, \"total_sessions\": 2, \"mean_week_duration\": 3.278}, \"88634\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-09-16 08:49:44.000000+00:00\", \"2023-05-21 00:21:03.000000+00:00\", \"2023-03-21 14:42:40.000000+00:00\", \"2023-01-22 02:43:29.000000+00:00\"], \"session_ids\": [\"dec80ec5-0bb1-4b2f-96b2-d81af8e888e4\", \"271c1c7e-3fdd-4d0f-85cf-b06dbaa0e185\", \"f357aaa0-0647-49dd-bd85-adcef2d82a6d\", \"af2d626e-4e59-464b-a500-70900b05e5cb\"], \"total_duration\": 120.0, \"total_sessions\": 4, \"mean_week_duration\": 0.625}, \"16086\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-08-02 15:16:02.000000+00:00\", \"2019-11-21 16:25:15.000000+00:00\"], \"session_ids\": [\"13283732-184f-4201-8fa4-a334bf7e64d9\", \"514bfd1c-6e28-446f-90cc-4d84805ea201\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 3.054}}\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[{\"94394\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-03-13 03:23:43.000000+00:00\", \"2019-12-29 16:32:25.000000+00:00\", \"2022-11-15 18:13:39.000000+00:00\", \"2022-01-02 10:58:06.000000+00:00\", \"2021-05-23 10:27:34.000000+00:00\", \"2020-07-10 09:06:15.000000+00:00\", \"2022-01-08 18:44:22.000000+00:00\", \"2019-05-25 00:15:29.000000+00:00\", \"2022-02-05 20:06:51.000000+00:00\"], \"session_ids\": [\"4089f468-03b7-4ed2-a63b-f8afb406ef51\", \"a3d34f9c-8824-41d9-8bee-d4dd7a38b2f9\", \"2a9d2d7f-0e51-41b4-8e23-e9f2f6910280\", \"5411773f-8ce7-49b2-bf53-46c8d520b6a4\", \"89692392-4130-4f91-94d4-d14652193b54\", \"820fe75d-3c65-46b4-a2f6-fb39c8952e82\", \"0ecfb09a-3e82-46ae-b91d-8c96adf67ca1\", \"36b71bd7-dae0-4e67-9b1b-c4cb3e64a6b7\", \"5ee98e84-f10f-4798-9d16-7a4522ceb0a1\"], \"total_duration\": 2408.0, \"total_sessions\": 9, \"mean_week_duration\": 13.231}}, {\"23596\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-09-03 06:56:09.000000+00:00\", \"2023-04-29 18:47:06.000000+00:00\", \"2019-04-18 11:50:12.000000+00:00\", \"2020-07-24 15:33:23.000000+00:00\"], \"session_ids\": [\"b2f187b5-b364-4eb0-b020-542952e042c3\", \"fe0b43b4-bbf4-40d7-9fc6-9cecdc3c067d\", \"136cf05a-db6e-478e-830a-cc4c72a9f9f8\", \"af92bd02-1081-4175-b776-dceb41c95fa3\"], \"total_duration\": 856.0, \"total_sessions\": 4, \"mean_week_duration\": 4.057}}, {\"4254\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-02-04 08:32:58.000000+00:00\", \"2019-11-27 04:21:14.000000+00:00\"], \"session_ids\": [\"0b82b507-6d9f-4e49-bb79-b21ac427c88e\", \"02b94f21-013d-4432-9e7b-be57a6b6c46a\"], \"total_duration\": 377.0, \"total_sessions\": 2, \"mean_week_duration\": 3.278}}, {\"37957\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-01-27 01:58:25.000000+00:00\", \"2021-02-19 11:26:19.000000+00:00\"], \"session_ids\": [\"9b67d4a0-0ac9-4990-941b-8cf980efa13b\", \"23ea3362-77a5-40bf-8126-b0b6af268885\"], \"total_duration\": 224.0, \"total_sessions\": 2, \"mean_week_duration\": 4.571}}, {\"37035\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-05-21 00:49:55.000000+00:00\", \"2022-03-21 19:18:24.000000+00:00\", \"2021-06-12 10:08:31.000000+00:00\"], \"session_ids\": [\"bed162ed-9cdc-4203-8ae2-91b6b000685c\", \"df1acfa2-6bfa-464c-811e-b9398c5fefc4\", \"f274b241-3d7e-4722-8e2f-3c400391f1c4\"], \"total_duration\": 184.0, \"total_sessions\": 3, \"mean_week_duration\": 3.755}}, {\"43991\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-07-22 12:56:19.000000+00:00\", \"2022-06-08 13:58:45.000000+00:00\"], \"session_ids\": [\"ff1428d4-9fe3-4dc6-9583-abb07493a314\", \"6b5f5f36-7814-46d3-bce6-eb67234c0f73\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 0.94}}, {\"88634\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-09-16 08:49:44.000000+00:00\", \"2023-05-21 00:21:03.000000+00:00\", \"2023-03-21 14:42:40.000000+00:00\", \"2023-01-22 02:43:29.000000+00:00\"], \"session_ids\": [\"dec80ec5-0bb1-4b2f-96b2-d81af8e888e4\", \"271c1c7e-3fdd-4d0f-85cf-b06dbaa0e185\", \"f357aaa0-0647-49dd-bd85-adcef2d82a6d\", \"af2d626e-4e59-464b-a500-70900b05e5cb\"], \"total_duration\": 120.0, \"total_sessions\": 4, \"mean_week_duration\": 0.625}}, {\"16086\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-08-02 15:16:02.000000+00:00\", \"2019-11-21 16:25:15.000000+00:00\"], \"session_ids\": [\"13283732-184f-4201-8fa4-a334bf7e64d9\", \"514bfd1c-6e28-446f-90cc-4d84805ea201\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 3.054}}, {\"6319\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-03-30 14:26:06.000000+00:00\", \"2019-03-19 04:56:01.000000+00:00\"], \"session_ids\": [\"ef6eacfc-b419-44c8-ac6a-57b8a41ef633\", \"b612d149-3671-46eb-9e74-d787b0afe99f\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.87}}]\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[{\"94394\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-03-13 03:23:43.000000+00:00\", \"2019-12-29 16:32:25.000000+00:00\", \"2022-11-15 18:13:39.000000+00:00\", \"2022-01-02 10:58:06.000000+00:00\", \"2021-05-23 10:27:34.000000+00:00\", \"2020-07-10 09:06:15.000000+00:00\", \"2022-01-08 18:44:22.000000+00:00\", \"2019-05-25 00:15:29.000000+00:00\", \"2022-02-05 20:06:51.000000+00:00\"], \"session_ids\": [\"4089f468-03b7-4ed2-a63b-f8afb406ef51\", \"a3d34f9c-8824-41d9-8bee-d4dd7a38b2f9\", \"2a9d2d7f-0e51-41b4-8e23-e9f2f6910280\", \"5411773f-8ce7-49b2-bf53-46c8d520b6a4\", \"89692392-4130-4f91-94d4-d14652193b54\", \"820fe75d-3c65-46b4-a2f6-fb39c8952e82\", \"0ecfb09a-3e82-46ae-b91d-8c96adf67ca1\", \"36b71bd7-dae0-4e67-9b1b-c4cb3e64a6b7\", \"5ee98e84-f10f-4798-9d16-7a4522ceb0a1\"], \"total_duration\": 2408.0, \"total_sessions\": 9, \"mean_week_duration\": 13.231}}, {\"23596\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-09-03 06:56:09.000000+00:00\", \"2023-04-29 18:47:06.000000+00:00\", \"2019-04-18 11:50:12.000000+00:00\", \"2020-07-24 15:33:23.000000+00:00\"], \"session_ids\": [\"b2f187b5-b364-4eb0-b020-542952e042c3\", \"fe0b43b4-bbf4-40d7-9fc6-9cecdc3c067d\", \"136cf05a-db6e-478e-830a-cc4c72a9f9f8\", \"af92bd02-1081-4175-b776-dceb41c95fa3\"], \"total_duration\": 856.0, \"total_sessions\": 4, \"mean_week_duration\": 4.057}}, {\"4254\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-02-04 08:32:58.000000+00:00\", \"2019-11-27 04:21:14.000000+00:00\"], \"session_ids\": [\"0b82b507-6d9f-4e49-bb79-b21ac427c88e\", \"02b94f21-013d-4432-9e7b-be57a6b6c46a\"], \"total_duration\": 377.0, \"total_sessions\": 2, \"mean_week_duration\": 3.278}}, {\"37957\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-01-27 01:58:25.000000+00:00\", \"2021-02-19 11:26:19.000000+00:00\"], \"session_ids\": [\"9b67d4a0-0ac9-4990-941b-8cf980efa13b\", \"23ea3362-77a5-40bf-8126-b0b6af268885\"], \"total_duration\": 224.0, \"total_sessions\": 2, \"mean_week_duration\": 4.571}}, {\"37035\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-05-21 00:49:55.000000+00:00\", \"2022-03-21 19:18:24.000000+00:00\", \"2021-06-12 10:08:31.000000+00:00\"], \"session_ids\": [\"bed162ed-9cdc-4203-8ae2-91b6b000685c\", \"df1acfa2-6bfa-464c-811e-b9398c5fefc4\", \"f274b241-3d7e-4722-8e2f-3c400391f1c4\"], \"total_duration\": 184.0, \"total_sessions\": 3, \"mean_week_duration\": 3.755}}, {\"43991\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-07-22 12:56:19.000000+00:00\", \"2022-06-08 13:58:45.000000+00:00\"], \"session_ids\": [\"ff1428d4-9fe3-4dc6-9583-abb07493a314\", \"6b5f5f36-7814-46d3-bce6-eb67234c0f73\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 0.94}}, {\"88634\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-09-16 08:49:44.000000+00:00\", \"2023-05-21 00:21:03.000000+00:00\", \"2023-03-21 14:42:40.000000+00:00\", \"2023-01-22 02:43:29.000000+00:00\"], \"session_ids\": [\"dec80ec5-0bb1-4b2f-96b2-d81af8e888e4\", \"271c1c7e-3fdd-4d0f-85cf-b06dbaa0e185\", \"f357aaa0-0647-49dd-bd85-adcef2d82a6d\", \"af2d626e-4e59-464b-a500-70900b05e5cb\"], \"total_duration\": 120.0, \"total_sessions\": 4, \"mean_week_duration\": 0.625}}]\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[{\"94394\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-03-13 03:23:43.000000+00:00\", \"2019-12-29 16:32:25.000000+00:00\", \"2022-11-15 18:13:39.000000+00:00\", \"2022-01-02 10:58:06.000000+00:00\", \"2021-05-23 10:27:34.000000+00:00\", \"2020-07-10 09:06:15.000000+00:00\", \"2022-01-08 18:44:22.000000+00:00\", \"2019-05-25 00:15:29.000000+00:00\", \"2022-02-05 20:06:51.000000+00:00\"], \"session_ids\": [\"4089f468-03b7-4ed2-a63b-f8afb406ef51\", \"a3d34f9c-8824-41d9-8bee-d4dd7a38b2f9\", \"2a9d2d7f-0e51-41b4-8e23-e9f2f6910280\", \"5411773f-8ce7-49b2-bf53-46c8d520b6a4\", \"89692392-4130-4f91-94d4-d14652193b54\", \"820fe75d-3c65-46b4-a2f6-fb39c8952e82\", \"0ecfb09a-3e82-46ae-b91d-8c96adf67ca1\", \"36b71bd7-dae0-4e67-9b1b-c4cb3e64a6b7\", \"5ee98e84-f10f-4798-9d16-7a4522ceb0a1\"], \"total_duration\": 2408.0, \"total_sessions\": 9, \"mean_week_duration\": 13.231}}, {\"23596\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-09-03 06:56:09.000000+00:00\", \"2023-04-29 18:47:06.000000+00:00\", \"2019-04-18 11:50:12.000000+00:00\", \"2020-07-24 15:33:23.000000+00:00\"], \"session_ids\": [\"b2f187b5-b364-4eb0-b020-542952e042c3\", \"fe0b43b4-bbf4-40d7-9fc6-9cecdc3c067d\", \"136cf05a-db6e-478e-830a-cc4c72a9f9f8\", \"af92bd02-1081-4175-b776-dceb41c95fa3\"], \"total_duration\": 856.0, \"total_sessions\": 4, \"mean_week_duration\": 4.057}}, {\"4254\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-02-04 08:32:58.000000+00:00\", \"2019-11-27 04:21:14.000000+00:00\"], \"session_ids\": [\"0b82b507-6d9f-4e49-bb79-b21ac427c88e\", \"02b94f21-013d-4432-9e7b-be57a6b6c46a\"], \"total_duration\": 377.0, \"total_sessions\": 2, \"mean_week_duration\": 3.278}}, {\"37957\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-01-27 01:58:25.000000+00:00\", \"2021-02-19 11:26:19.000000+00:00\"], \"session_ids\": [\"9b67d4a0-0ac9-4990-941b-8cf980efa13b\", \"23ea3362-77a5-40bf-8126-b0b6af268885\"], \"total_duration\": 224.0, \"total_sessions\": 2, \"mean_week_duration\": 4.571}}, {\"37035\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-05-21 00:49:55.000000+00:00\", \"2022-03-21 19:18:24.000000+00:00\", \"2021-06-12 10:08:31.000000+00:00\"], \"session_ids\": [\"bed162ed-9cdc-4203-8ae2-91b6b000685c\", \"df1acfa2-6bfa-464c-811e-b9398c5fefc4\", \"f274b241-3d7e-4722-8e2f-3c400391f1c4\"], \"total_duration\": 184.0, \"total_sessions\": 3, \"mean_week_duration\": 3.755}}, {\"43991\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-07-22 12:56:19.000000+00:00\", \"2022-06-08 13:58:45.000000+00:00\"], \"session_ids\": [\"ff1428d4-9fe3-4dc6-9583-abb07493a314\", \"6b5f5f36-7814-46d3-bce6-eb67234c0f73\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 0.94}}, {\"88634\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-09-16 08:49:44.000000+00:00\", \"2023-05-21 00:21:03.000000+00:00\", \"2023-03-21 14:42:40.000000+00:00\", \"2023-01-22 02:43:29.000000+00:00\"], \"session_ids\": [\"dec80ec5-0bb1-4b2f-96b2-d81af8e888e4\", \"271c1c7e-3fdd-4d0f-85cf-b06dbaa0e185\", \"f357aaa0-0647-49dd-bd85-adcef2d82a6d\", \"af2d626e-4e59-464b-a500-70900b05e5cb\"], \"total_duration\": 120.0, \"total_sessions\": 4, \"mean_week_duration\": 0.625}}]\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 4 users whose total_sessions is bigger than 4 inclusive , and execute sorting by sessions count form the lowest to the highest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"63249\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-06-12 21:47:07.000000+00:00\", \"2022-08-06 05:43:43.000000+00:00\"], \"session_ids\": [\"850345b6-0696-4e97-8bba-986501226508\", \"50e9149a-bd50-49b0-8d08-379a81f09e4e\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 1.889}, \"5316\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-05-10 13:06:34.000000+00:00\", \"2023-04-25 03:17:20.000000+00:00\"], \"session_ids\": [\"5fd5d493-a7c9-4473-8970-b97bb2c50655\", \"caf49867-c2d5-4a60-b1b3-313a28eedf10\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 0.386}, \"64164\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-06-04 07:18:05.000000+00:00\", \"2019-12-07 14:00:47.000000+00:00\", \"2020-09-07 07:49:07.000000+00:00\"], \"session_ids\": [\"265e9a69-3fc1-4358-b945-7d6543936de7\", \"b2564c08-98d3-4138-ba15-c020fafdda05\", \"57c4d59b-1636-42c5-8571-aebf37a90aa0\"], \"total_duration\": 858.0, \"total_sessions\": 3, \"mean_week_duration\": 11.0}, \"50460\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-02-25 21:07:32.000000+00:00\", \"2022-03-21 03:15:25.000000+00:00\", \"2019-07-02 11:34:56.000000+00:00\"], \"session_ids\": [\"0d50b22b-0284-439a-98bb-d99b1237e49c\", \"4e3630a9-0490-499a-ab4e-dd5859c21544\", \"59d8202b-811c-4631-9275-f344c93b8111\"], \"total_duration\": 405.0, \"total_sessions\": 3, \"mean_week_duration\": 2.852}, \"37504\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-02 22:53:43.000000+00:00\", \"2019-06-26 21:19:56.000000+00:00\", \"2019-12-25 02:25:49.000000+00:00\", \"2020-03-27 03:10:00.000000+00:00\", \"2023-04-23 12:37:02.000000+00:00\"], \"session_ids\": [\"234c7d68-8120-4393-83b7-c87a313e6877\", \"a4d45009-18a6-41e6-b004-6cce1cefdb9f\", \"8412db59-e2cb-4bc4-9be4-65176d697505\", \"f266592b-5280-40fc-ac92-2ced3858031e\", \"2bbd615a-aa37-41eb-af5e-0cb1c368f263\"], \"total_duration\": 224.0, \"total_sessions\": 5, \"mean_week_duration\": 1.12}, \"18684\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-09-29 16:27:21.000000+00:00\", \"2021-03-23 13:25:29.000000+00:00\"], \"session_ids\": [\"91ebf73a-8026-4ac3-a03e-cee1a33f7c15\", \"c04f5d95-348b-4303-86f1-8f69dcef1673\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.192}, \"38887\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-01-01 20:55:13.000000+00:00\", \"2020-02-08 22:48:09.000000+00:00\"], \"session_ids\": [\"d45cc774-1d66-46a5-afbf-087e11453f40\", \"45084849-a6f8-44e5-a455-659570fa6dfe\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 1.915}, \"99099\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-04-27 19:53:11.000000+00:00\", \"2022-02-25 20:41:37.000000+00:00\"], \"session_ids\": [\"37526f68-ffca-4575-a079-7a714331e360\", \"2fb785a3-4b6c-41e6-91a6-b8d037e08a63\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 1.131}, \"67033\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-04-02 21:08:44.000000+00:00\", \"2022-03-27 17:21:33.000000+00:00\", \"2019-06-20 18:30:59.000000+00:00\"], \"session_ids\": [\"247bb4da-4281-4348-9382-583cba040309\", \"036df260-92d3-49b9-8044-2ef3beb30cee\", \"659774ab-a40d-442b-b80c-5b8de0039a04\"], \"total_duration\": 117.0, \"total_sessions\": 3, \"mean_week_duration\": 0.591}, \"37903\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-12-27 03:02:21.000000+00:00\", \"2023-03-13 18:03:15.000000+00:00\"], \"session_ids\": [\"3077da83-5783-4651-a59a-1a028e09c795\", \"e6c84537-15d7-4e1c-94d6-d0e081a81eb3\"], \"total_duration\": 335.0, \"total_sessions\": 2, \"mean_week_duration\": 5.317}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose 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, 6]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"37504\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-02 22:53:43.000000+00:00\", \"2019-06-26 21:19:56.000000+00:00\", \"2019-12-25 02:25:49.000000+00:00\", \"2020-03-27 03:10:00.000000+00:00\", \"2023-04-23 12:37:02.000000+00:00\"], \"session_ids\": [\"234c7d68-8120-4393-83b7-c87a313e6877\", \"a4d45009-18a6-41e6-b004-6cce1cefdb9f\", \"8412db59-e2cb-4bc4-9be4-65176d697505\", \"f266592b-5280-40fc-ac92-2ced3858031e\", \"2bbd615a-aa37-41eb-af5e-0cb1c368f263\"], \"total_duration\": 224.0, \"total_sessions\": 5, \"mean_week_duration\": 1.12}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"37504\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-02 22:53:43.000000+00:00\", \"2019-06-26 21:19:56.000000+00:00\", \"2019-12-25 02:25:49.000000+00:00\", \"2020-03-27 03:10:00.000000+00:00\", \"2023-04-23 12:37:02.000000+00:00\"], \"session_ids\": [\"234c7d68-8120-4393-83b7-c87a313e6877\", \"a4d45009-18a6-41e6-b004-6cce1cefdb9f\", \"8412db59-e2cb-4bc4-9be4-65176d697505\", \"f266592b-5280-40fc-ac92-2ced3858031e\", \"2bbd615a-aa37-41eb-af5e-0cb1c368f263\"], \"total_duration\": 224.0, \"total_sessions\": 5, \"mean_week_duration\": 1.12}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"37504\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-02 22:53:43.000000+00:00\", \"2019-06-26 21:19:56.000000+00:00\", \"2019-12-25 02:25:49.000000+00:00\", \"2020-03-27 03:10:00.000000+00:00\", \"2023-04-23 12:37:02.000000+00:00\"], \"session_ids\": [\"234c7d68-8120-4393-83b7-c87a313e6877\", \"a4d45009-18a6-41e6-b004-6cce1cefdb9f\", \"8412db59-e2cb-4bc4-9be4-65176d697505\", \"f266592b-5280-40fc-ac92-2ced3858031e\", \"2bbd615a-aa37-41eb-af5e-0cb1c368f263\"], \"total_duration\": 224.0, \"total_sessions\": 5, \"mean_week_duration\": 1.12}}]\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[{\"37504\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-02 22:53:43.000000+00:00\", \"2019-06-26 21:19:56.000000+00:00\", \"2019-12-25 02:25:49.000000+00:00\", \"2020-03-27 03:10:00.000000+00:00\", \"2023-04-23 12:37:02.000000+00:00\"], \"session_ids\": [\"234c7d68-8120-4393-83b7-c87a313e6877\", \"a4d45009-18a6-41e6-b004-6cce1cefdb9f\", \"8412db59-e2cb-4bc4-9be4-65176d697505\", \"f266592b-5280-40fc-ac92-2ced3858031e\", \"2bbd615a-aa37-41eb-af5e-0cb1c368f263\"], \"total_duration\": 224.0, \"total_sessions\": 5, \"mean_week_duration\": 1.12}}]\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 5 users to me with a time in app per week that is above 41 and below 2, exclusive 41 in addition put to use sorting by city_name 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{\"44699\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Athens\", \"datetimes\": [\"2020-10-12 13:50:34.000000+00:00\", \"2022-03-13 03:21:49.000000+00:00\"], \"session_ids\": [\"b7bb8681-ff55-4550-9a11-61f5cb047705\", \"0816525d-09af-4b76-82b2-3c7db74d679b\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.27}, \"44328\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-08-29 17:53:51.000000+00:00\", \"2022-09-29 06:36:59.000000+00:00\"], \"session_ids\": [\"f46d826c-cbfe-40e9-9bfe-f7cea3f296a2\", \"c4be4ee6-aa95-4700-acec-74e4d95233af\"], \"total_duration\": 124.0, \"total_sessions\": 2, \"mean_week_duration\": 2.175}, \"53816\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-07-26 08:43:02.000000+00:00\", \"2022-12-01 09:40:33.000000+00:00\", \"2019-05-12 01:51:45.000000+00:00\"], \"session_ids\": [\"fe1729d6-8fa6-408e-93d5-2b370e693675\", \"447ff80b-086c-4d7c-bbf3-214f16775540\", \"4610e3f5-5b54-4df7-a67f-b357fa3f8fca\"], \"total_duration\": 489.0, \"total_sessions\": 3, \"mean_week_duration\": 2.629}, \"21778\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-02-04 18:46:39.000000+00:00\", \"2020-01-30 16:37:38.000000+00:00\", \"2021-01-30 09:58:04.000000+00:00\"], \"session_ids\": [\"d157a081-690d-4859-989c-262bda053a79\", \"510f726c-c8ca-4361-a4c0-5e18bcb83efd\", \"dca558cd-a549-45d9-af04-065d6e07d243\"], \"total_duration\": 727.0, \"total_sessions\": 3, \"mean_week_duration\": 6.99}, \"13737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-05-07 04:27:37.000000+00:00\", \"2019-05-11 18:20:53.000000+00:00\"], \"session_ids\": [\"38ea56d9-790d-47d3-b1d6-00abc8ba3255\", \"ae03bc83-2839-424d-81e0-acdf6a218396\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.288}, \"75810\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-04-06 10:01:41.000000+00:00\", \"2023-06-11 09:35:03.000000+00:00\", \"2019-09-08 03:12:02.000000+00:00\", \"2021-08-26 07:40:29.000000+00:00\", \"2023-02-16 22:55:07.000000+00:00\", \"2022-08-10 03:59:02.000000+00:00\", \"2020-05-26 01:35:34.000000+00:00\"], \"session_ids\": [\"76b707d8-eb8d-4953-9235-4363fcf24a70\", \"9667b4a4-b289-401b-bc54-5d744d179b6b\", \"8a2ca049-0edd-4fa0-9b04-c626276ec8b4\", \"b7483487-b211-4a7d-ae10-db9a098da3d4\", \"a59b415d-95e1-4494-8960-42f25a6719d4\", \"161c76a6-0011-4526-8472-0ef0227eae08\", \"ca1d6aee-151c-4e97-a790-d8cf35b6142e\"], \"total_duration\": 1729.0, \"total_sessions\": 7, \"mean_week_duration\": 8.821}, \"6836\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-02-07 20:14:32.000000+00:00\", \"2020-06-05 03:45:28.000000+00:00\", \"2022-12-08 19:45:29.000000+00:00\"], \"session_ids\": [\"faf196fb-3502-4c1e-934e-bca4903885e5\", \"057b773b-f850-41f2-a509-b54f2b9f3cf8\", \"348e2066-4f36-4a6a-ad0a-2201da8a8511\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.11}, \"50037\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-05-01 06:01:22.000000+00:00\", \"2023-02-20 11:16:08.000000+00:00\", \"2020-07-21 16:49:47.000000+00:00\", \"2021-10-22 06:16:26.000000+00:00\"], \"session_ids\": [\"27c971d9-8270-4522-a596-652a77722730\", \"99a37017-a2ac-4e95-b158-a02a8adb1a9c\", \"6970b96f-cc33-4a9f-8a0e-776b721c62d9\", \"12ad22ea-2812-481f-8224-ea84bdf97bfe\"], \"total_duration\": 1365.0, \"total_sessions\": 4, \"mean_week_duration\": 10.111}, \"92888\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-01-14 12:12:20.000000+00:00\", \"2021-08-28 08:18:57.000000+00:00\", \"2020-09-20 11:55:46.000000+00:00\"], \"session_ids\": [\"10395a20-d87a-4450-a53c-5c1e7ac10073\", \"0e297a07-2026-4751-b933-2d4e730e034b\", \"93021295-790d-444c-92af-edda23b86f66\"], \"total_duration\": 691.0, \"total_sessions\": 3, \"mean_week_duration\": 8.129}, \"33093\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-10 13:26:07.000000+00:00\", \"2019-07-15 01:47:34.000000+00:00\"], \"session_ids\": [\"10345b14-e306-43b8-9027-30380949cde8\", \"83413a10-e502-4b75-80bc-ca84a2d88e28\"], \"total_duration\": 199.0, \"total_sessions\": 2, \"mean_week_duration\": 1.206}}\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 2 and are greater than 41"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[2, 41]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"44699\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Athens\", \"datetimes\": [\"2020-10-12 13:50:34.000000+00:00\", \"2022-03-13 03:21:49.000000+00:00\"], \"session_ids\": [\"b7bb8681-ff55-4550-9a11-61f5cb047705\", \"0816525d-09af-4b76-82b2-3c7db74d679b\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.27}, \"13737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-05-07 04:27:37.000000+00:00\", \"2019-05-11 18:20:53.000000+00:00\"], \"session_ids\": [\"38ea56d9-790d-47d3-b1d6-00abc8ba3255\", \"ae03bc83-2839-424d-81e0-acdf6a218396\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.288}, \"6836\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-02-07 20:14:32.000000+00:00\", \"2020-06-05 03:45:28.000000+00:00\", \"2022-12-08 19:45:29.000000+00:00\"], \"session_ids\": [\"faf196fb-3502-4c1e-934e-bca4903885e5\", \"057b773b-f850-41f2-a509-b54f2b9f3cf8\", \"348e2066-4f36-4a6a-ad0a-2201da8a8511\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.11}, \"33093\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-10 13:26:07.000000+00:00\", \"2019-07-15 01:47:34.000000+00:00\"], \"session_ids\": [\"10345b14-e306-43b8-9027-30380949cde8\", \"83413a10-e502-4b75-80bc-ca84a2d88e28\"], \"total_duration\": 199.0, \"total_sessions\": 2, \"mean_week_duration\": 1.206}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"33093\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-10 13:26:07.000000+00:00\", \"2019-07-15 01:47:34.000000+00:00\"], \"session_ids\": [\"10345b14-e306-43b8-9027-30380949cde8\", \"83413a10-e502-4b75-80bc-ca84a2d88e28\"], \"total_duration\": 199.0, \"total_sessions\": 2, \"mean_week_duration\": 1.206}}, {\"13737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-05-07 04:27:37.000000+00:00\", \"2019-05-11 18:20:53.000000+00:00\"], \"session_ids\": [\"38ea56d9-790d-47d3-b1d6-00abc8ba3255\", \"ae03bc83-2839-424d-81e0-acdf6a218396\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.288}}, {\"6836\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-02-07 20:14:32.000000+00:00\", \"2020-06-05 03:45:28.000000+00:00\", \"2022-12-08 19:45:29.000000+00:00\"], \"session_ids\": [\"faf196fb-3502-4c1e-934e-bca4903885e5\", \"057b773b-f850-41f2-a509-b54f2b9f3cf8\", \"348e2066-4f36-4a6a-ad0a-2201da8a8511\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.11}}, {\"44699\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Athens\", \"datetimes\": [\"2020-10-12 13:50:34.000000+00:00\", \"2022-03-13 03:21:49.000000+00:00\"], \"session_ids\": [\"b7bb8681-ff55-4550-9a11-61f5cb047705\", \"0816525d-09af-4b76-82b2-3c7db74d679b\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.27}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 5 entries and exclude 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[{\"33093\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-10 13:26:07.000000+00:00\", \"2019-07-15 01:47:34.000000+00:00\"], \"session_ids\": [\"10345b14-e306-43b8-9027-30380949cde8\", \"83413a10-e502-4b75-80bc-ca84a2d88e28\"], \"total_duration\": 199.0, \"total_sessions\": 2, \"mean_week_duration\": 1.206}}, {\"13737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-05-07 04:27:37.000000+00:00\", \"2019-05-11 18:20:53.000000+00:00\"], \"session_ids\": [\"38ea56d9-790d-47d3-b1d6-00abc8ba3255\", \"ae03bc83-2839-424d-81e0-acdf6a218396\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.288}}, {\"6836\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-02-07 20:14:32.000000+00:00\", \"2020-06-05 03:45:28.000000+00:00\", \"2022-12-08 19:45:29.000000+00:00\"], \"session_ids\": [\"faf196fb-3502-4c1e-934e-bca4903885e5\", \"057b773b-f850-41f2-a509-b54f2b9f3cf8\", \"348e2066-4f36-4a6a-ad0a-2201da8a8511\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.11}}, {\"44699\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Athens\", \"datetimes\": [\"2020-10-12 13:50:34.000000+00:00\", \"2022-03-13 03:21:49.000000+00:00\"], \"session_ids\": [\"b7bb8681-ff55-4550-9a11-61f5cb047705\", \"0816525d-09af-4b76-82b2-3c7db74d679b\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.27}}]\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[{\"33093\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-10 13:26:07.000000+00:00\", \"2019-07-15 01:47:34.000000+00:00\"], \"session_ids\": [\"10345b14-e306-43b8-9027-30380949cde8\", \"83413a10-e502-4b75-80bc-ca84a2d88e28\"], \"total_duration\": 199.0, \"total_sessions\": 2, \"mean_week_duration\": 1.206}}, {\"13737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-05-07 04:27:37.000000+00:00\", \"2019-05-11 18:20:53.000000+00:00\"], \"session_ids\": [\"38ea56d9-790d-47d3-b1d6-00abc8ba3255\", \"ae03bc83-2839-424d-81e0-acdf6a218396\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.288}}, {\"6836\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-02-07 20:14:32.000000+00:00\", \"2020-06-05 03:45:28.000000+00:00\", \"2022-12-08 19:45:29.000000+00:00\"], \"session_ids\": [\"faf196fb-3502-4c1e-934e-bca4903885e5\", \"057b773b-f850-41f2-a509-b54f2b9f3cf8\", \"348e2066-4f36-4a6a-ad0a-2201da8a8511\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.11}}, {\"44699\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Athens\", \"datetimes\": [\"2020-10-12 13:50:34.000000+00:00\", \"2022-03-13 03:21:49.000000+00:00\"], \"session_ids\": [\"b7bb8681-ff55-4550-9a11-61f5cb047705\", \"0816525d-09af-4b76-82b2-3c7db74d679b\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.27}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Share insights on 8 users with a total time using the app that is higher than 2674 and lower than 1076, exclusively 1076 in addition do sorting by total time using the app desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"4437\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-01-27 11:33:30.000000+00:00\", \"2022-03-26 07:42:32.000000+00:00\"], \"session_ids\": [\"c1e200f7-fedb-4afb-bf23-fc3910c1fcbe\", \"1c19360a-64b4-405e-a521-4759e58e20f7\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 17.556}, \"41603\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-16 14:22:44.000000+00:00\", \"2020-12-24 01:14:25.000000+00:00\"], \"session_ids\": [\"b024cfbe-f2c1-4e2a-84d7-75fe80549547\", \"0abbd2f2-b447-44bc-a3db-31a5ba95387a\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}, \"63000\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-10-09 18:43:58.000000+00:00\", \"2021-03-01 14:47:36.000000+00:00\", \"2022-09-08 09:31:10.000000+00:00\"], \"session_ids\": [\"d98cb994-8ccb-4f29-b37f-b5ad325a3a92\", \"c57a7351-a1ef-49a8-8a1e-0c7106ee0718\", \"10191fda-f5e7-4918-bb4a-e019911a0fd5\"], \"total_duration\": 436.0, \"total_sessions\": 3, \"mean_week_duration\": 4.36}, \"98616\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-02-03 21:40:02.000000+00:00\", \"2022-08-07 14:21:04.000000+00:00\"], \"session_ids\": [\"eefd1a84-5c17-4fe6-b9db-94a1b301261f\", \"39bd3e6f-870b-4d7d-a7c8-b62135610594\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 1.252}, \"20751\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-05-04 05:40:21.000000+00:00\", \"2022-06-01 08:58:14.000000+00:00\", \"2019-08-19 11:25:43.000000+00:00\", \"2020-05-08 12:15:13.000000+00:00\"], \"session_ids\": [\"8a3a6c56-b415-4195-9e40-03e3b55ab2ef\", \"02143ef8-4305-407a-a284-70c4c87c76db\", \"5e0a6172-6cf0-4dfe-8acb-117652d0ab97\", \"f547e1f8-143d-4c94-b922-b6ff8747997a\"], \"total_duration\": 1823.0, \"total_sessions\": 4, \"mean_week_duration\": 12.486}, \"85433\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-10-13 11:42:28.000000+00:00\", \"2022-01-22 13:49:46.000000+00:00\"], \"session_ids\": [\"9508d266-75a7-4fe4-949c-c68a6f8db5a0\", \"2dde669c-93cd-46b3-bb7f-071d037d943a\"], \"total_duration\": 218.0, \"total_sessions\": 2, \"mean_week_duration\": 5.737}, \"20273\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-06-28 10:02:01.000000+00:00\", \"2022-12-09 21:23:39.000000+00:00\"], \"session_ids\": [\"0b365bc8-20b4-4d63-9946-da28133bff2f\", \"00de8df4-e5c4-4998-9999-80161147f4e0\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 6.083}, \"58020\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-05 06:54:55.000000+00:00\", \"2021-07-11 11:32:57.000000+00:00\"], \"session_ids\": [\"0c7cbff9-9d19-44f9-9fb8-ecfbae0ff819\", \"3b672046-8bdb-4628-bbd6-4606cdd86685\"], \"total_duration\": 222.0, \"total_sessions\": 2, \"mean_week_duration\": 2.846}, \"97468\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-12-28 13:43:55.000000+00:00\", \"2019-07-26 06:47:40.000000+00:00\"], \"session_ids\": [\"eba79ad5-00ad-4c4c-9258-013d9eaa5e75\", \"a00d6ad9-2ebc-43e1-bfd2-c9c363cee708\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.173}, \"30722\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-11-25 17:33:25.000000+00:00\", \"2020-07-19 14:20:13.000000+00:00\"], \"session_ids\": [\"67d355d1-ac5e-4d5c-a4f1-2d169ecbdc5f\", \"4ca41a47-546a-4de7-a02d-4b9fd7cb9453\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 1.895}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are less than 1076 and are equal or greater than 2674"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_duration\": [[1076, 2674]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"4437\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-01-27 11:33:30.000000+00:00\", \"2022-03-26 07:42:32.000000+00:00\"], \"session_ids\": [\"c1e200f7-fedb-4afb-bf23-fc3910c1fcbe\", \"1c19360a-64b4-405e-a521-4759e58e20f7\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 17.556}, \"41603\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-16 14:22:44.000000+00:00\", \"2020-12-24 01:14:25.000000+00:00\"], \"session_ids\": [\"b024cfbe-f2c1-4e2a-84d7-75fe80549547\", \"0abbd2f2-b447-44bc-a3db-31a5ba95387a\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}, \"63000\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-10-09 18:43:58.000000+00:00\", \"2021-03-01 14:47:36.000000+00:00\", \"2022-09-08 09:31:10.000000+00:00\"], \"session_ids\": [\"d98cb994-8ccb-4f29-b37f-b5ad325a3a92\", \"c57a7351-a1ef-49a8-8a1e-0c7106ee0718\", \"10191fda-f5e7-4918-bb4a-e019911a0fd5\"], \"total_duration\": 436.0, \"total_sessions\": 3, \"mean_week_duration\": 4.36}, \"98616\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-02-03 21:40:02.000000+00:00\", \"2022-08-07 14:21:04.000000+00:00\"], \"session_ids\": [\"eefd1a84-5c17-4fe6-b9db-94a1b301261f\", \"39bd3e6f-870b-4d7d-a7c8-b62135610594\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 1.252}, \"85433\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-10-13 11:42:28.000000+00:00\", \"2022-01-22 13:49:46.000000+00:00\"], \"session_ids\": [\"9508d266-75a7-4fe4-949c-c68a6f8db5a0\", \"2dde669c-93cd-46b3-bb7f-071d037d943a\"], \"total_duration\": 218.0, \"total_sessions\": 2, \"mean_week_duration\": 5.737}, \"20273\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-06-28 10:02:01.000000+00:00\", \"2022-12-09 21:23:39.000000+00:00\"], \"session_ids\": [\"0b365bc8-20b4-4d63-9946-da28133bff2f\", \"00de8df4-e5c4-4998-9999-80161147f4e0\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 6.083}, \"58020\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-05 06:54:55.000000+00:00\", \"2021-07-11 11:32:57.000000+00:00\"], \"session_ids\": [\"0c7cbff9-9d19-44f9-9fb8-ecfbae0ff819\", \"3b672046-8bdb-4628-bbd6-4606cdd86685\"], \"total_duration\": 222.0, \"total_sessions\": 2, \"mean_week_duration\": 2.846}, \"97468\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-12-28 13:43:55.000000+00:00\", \"2019-07-26 06:47:40.000000+00:00\"], \"session_ids\": [\"eba79ad5-00ad-4c4c-9258-013d9eaa5e75\", \"a00d6ad9-2ebc-43e1-bfd2-c9c363cee708\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.173}, \"30722\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-11-25 17:33:25.000000+00:00\", \"2020-07-19 14:20:13.000000+00:00\"], \"session_ids\": [\"67d355d1-ac5e-4d5c-a4f1-2d169ecbdc5f\", \"4ca41a47-546a-4de7-a02d-4b9fd7cb9453\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 1.895}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by 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[{\"63000\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-10-09 18:43:58.000000+00:00\", \"2021-03-01 14:47:36.000000+00:00\", \"2022-09-08 09:31:10.000000+00:00\"], \"session_ids\": [\"d98cb994-8ccb-4f29-b37f-b5ad325a3a92\", \"c57a7351-a1ef-49a8-8a1e-0c7106ee0718\", \"10191fda-f5e7-4918-bb4a-e019911a0fd5\"], \"total_duration\": 436.0, \"total_sessions\": 3, \"mean_week_duration\": 4.36}}, {\"58020\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-05 06:54:55.000000+00:00\", \"2021-07-11 11:32:57.000000+00:00\"], \"session_ids\": [\"0c7cbff9-9d19-44f9-9fb8-ecfbae0ff819\", \"3b672046-8bdb-4628-bbd6-4606cdd86685\"], \"total_duration\": 222.0, \"total_sessions\": 2, \"mean_week_duration\": 2.846}}, {\"85433\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-10-13 11:42:28.000000+00:00\", \"2022-01-22 13:49:46.000000+00:00\"], \"session_ids\": [\"9508d266-75a7-4fe4-949c-c68a6f8db5a0\", \"2dde669c-93cd-46b3-bb7f-071d037d943a\"], \"total_duration\": 218.0, \"total_sessions\": 2, \"mean_week_duration\": 5.737}}, {\"98616\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-02-03 21:40:02.000000+00:00\", \"2022-08-07 14:21:04.000000+00:00\"], \"session_ids\": [\"eefd1a84-5c17-4fe6-b9db-94a1b301261f\", \"39bd3e6f-870b-4d7d-a7c8-b62135610594\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 1.252}}, {\"4437\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-01-27 11:33:30.000000+00:00\", \"2022-03-26 07:42:32.000000+00:00\"], \"session_ids\": [\"c1e200f7-fedb-4afb-bf23-fc3910c1fcbe\", \"1c19360a-64b4-405e-a521-4759e58e20f7\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 17.556}}, {\"20273\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-06-28 10:02:01.000000+00:00\", \"2022-12-09 21:23:39.000000+00:00\"], \"session_ids\": [\"0b365bc8-20b4-4d63-9946-da28133bff2f\", \"00de8df4-e5c4-4998-9999-80161147f4e0\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 6.083}}, {\"41603\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-16 14:22:44.000000+00:00\", \"2020-12-24 01:14:25.000000+00:00\"], \"session_ids\": [\"b024cfbe-f2c1-4e2a-84d7-75fe80549547\", \"0abbd2f2-b447-44bc-a3db-31a5ba95387a\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}}, {\"30722\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-11-25 17:33:25.000000+00:00\", \"2020-07-19 14:20:13.000000+00:00\"], \"session_ids\": [\"67d355d1-ac5e-4d5c-a4f1-2d169ecbdc5f\", \"4ca41a47-546a-4de7-a02d-4b9fd7cb9453\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 1.895}}, {\"97468\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-12-28 13:43:55.000000+00:00\", \"2019-07-26 06:47:40.000000+00:00\"], \"session_ids\": [\"eba79ad5-00ad-4c4c-9258-013d9eaa5e75\", \"a00d6ad9-2ebc-43e1-bfd2-c9c363cee708\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.173}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 8 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"63000\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-10-09 18:43:58.000000+00:00\", \"2021-03-01 14:47:36.000000+00:00\", \"2022-09-08 09:31:10.000000+00:00\"], \"session_ids\": [\"d98cb994-8ccb-4f29-b37f-b5ad325a3a92\", \"c57a7351-a1ef-49a8-8a1e-0c7106ee0718\", \"10191fda-f5e7-4918-bb4a-e019911a0fd5\"], \"total_duration\": 436.0, \"total_sessions\": 3, \"mean_week_duration\": 4.36}}, {\"58020\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-05 06:54:55.000000+00:00\", \"2021-07-11 11:32:57.000000+00:00\"], \"session_ids\": [\"0c7cbff9-9d19-44f9-9fb8-ecfbae0ff819\", \"3b672046-8bdb-4628-bbd6-4606cdd86685\"], \"total_duration\": 222.0, \"total_sessions\": 2, \"mean_week_duration\": 2.846}}, {\"85433\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-10-13 11:42:28.000000+00:00\", \"2022-01-22 13:49:46.000000+00:00\"], \"session_ids\": [\"9508d266-75a7-4fe4-949c-c68a6f8db5a0\", \"2dde669c-93cd-46b3-bb7f-071d037d943a\"], \"total_duration\": 218.0, \"total_sessions\": 2, \"mean_week_duration\": 5.737}}, {\"98616\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-02-03 21:40:02.000000+00:00\", \"2022-08-07 14:21:04.000000+00:00\"], \"session_ids\": [\"eefd1a84-5c17-4fe6-b9db-94a1b301261f\", \"39bd3e6f-870b-4d7d-a7c8-b62135610594\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 1.252}}, {\"4437\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-01-27 11:33:30.000000+00:00\", \"2022-03-26 07:42:32.000000+00:00\"], \"session_ids\": [\"c1e200f7-fedb-4afb-bf23-fc3910c1fcbe\", \"1c19360a-64b4-405e-a521-4759e58e20f7\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 17.556}}, {\"20273\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-06-28 10:02:01.000000+00:00\", \"2022-12-09 21:23:39.000000+00:00\"], \"session_ids\": [\"0b365bc8-20b4-4d63-9946-da28133bff2f\", \"00de8df4-e5c4-4998-9999-80161147f4e0\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 6.083}}, {\"41603\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-16 14:22:44.000000+00:00\", \"2020-12-24 01:14:25.000000+00:00\"], \"session_ids\": [\"b024cfbe-f2c1-4e2a-84d7-75fe80549547\", \"0abbd2f2-b447-44bc-a3db-31a5ba95387a\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}}, {\"30722\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-11-25 17:33:25.000000+00:00\", \"2020-07-19 14:20:13.000000+00:00\"], \"session_ids\": [\"67d355d1-ac5e-4d5c-a4f1-2d169ecbdc5f\", \"4ca41a47-546a-4de7-a02d-4b9fd7cb9453\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 1.895}}]\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[{\"63000\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-10-09 18:43:58.000000+00:00\", \"2021-03-01 14:47:36.000000+00:00\", \"2022-09-08 09:31:10.000000+00:00\"], \"session_ids\": [\"d98cb994-8ccb-4f29-b37f-b5ad325a3a92\", \"c57a7351-a1ef-49a8-8a1e-0c7106ee0718\", \"10191fda-f5e7-4918-bb4a-e019911a0fd5\"], \"total_duration\": 436.0, \"total_sessions\": 3, \"mean_week_duration\": 4.36}}, {\"58020\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-05 06:54:55.000000+00:00\", \"2021-07-11 11:32:57.000000+00:00\"], \"session_ids\": [\"0c7cbff9-9d19-44f9-9fb8-ecfbae0ff819\", \"3b672046-8bdb-4628-bbd6-4606cdd86685\"], \"total_duration\": 222.0, \"total_sessions\": 2, \"mean_week_duration\": 2.846}}, {\"85433\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-10-13 11:42:28.000000+00:00\", \"2022-01-22 13:49:46.000000+00:00\"], \"session_ids\": [\"9508d266-75a7-4fe4-949c-c68a6f8db5a0\", \"2dde669c-93cd-46b3-bb7f-071d037d943a\"], \"total_duration\": 218.0, \"total_sessions\": 2, \"mean_week_duration\": 5.737}}, {\"98616\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-02-03 21:40:02.000000+00:00\", \"2022-08-07 14:21:04.000000+00:00\"], \"session_ids\": [\"eefd1a84-5c17-4fe6-b9db-94a1b301261f\", \"39bd3e6f-870b-4d7d-a7c8-b62135610594\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 1.252}}, {\"4437\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-01-27 11:33:30.000000+00:00\", \"2022-03-26 07:42:32.000000+00:00\"], \"session_ids\": [\"c1e200f7-fedb-4afb-bf23-fc3910c1fcbe\", \"1c19360a-64b4-405e-a521-4759e58e20f7\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 17.556}}, {\"20273\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-06-28 10:02:01.000000+00:00\", \"2022-12-09 21:23:39.000000+00:00\"], \"session_ids\": [\"0b365bc8-20b4-4d63-9946-da28133bff2f\", \"00de8df4-e5c4-4998-9999-80161147f4e0\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 6.083}}, {\"41603\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-16 14:22:44.000000+00:00\", \"2020-12-24 01:14:25.000000+00:00\"], \"session_ids\": [\"b024cfbe-f2c1-4e2a-84d7-75fe80549547\", \"0abbd2f2-b447-44bc-a3db-31a5ba95387a\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}}, {\"30722\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-11-25 17:33:25.000000+00:00\", \"2020-07-19 14:20:13.000000+00:00\"], \"session_ids\": [\"67d355d1-ac5e-4d5c-a4f1-2d169ecbdc5f\", \"4ca41a47-546a-4de7-a02d-4b9fd7cb9453\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 1.895}}]\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 7 users who aren't currently living in city Hanoi in addition implement sorting by average of total time spent in the app per week in descending order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"30573\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-04-07 15:25:25.000000+00:00\", \"2019-01-07 20:52:21.000000+00:00\"], \"session_ids\": [\"f1d1bfe6-6950-41fb-9773-107914593614\", \"5114144d-3122-4320-88de-57bc05586ecb\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 1.131}, \"13303\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-17 12:30:20.000000+00:00\", \"2021-12-06 02:15:24.000000+00:00\", \"2021-08-06 13:17:48.000000+00:00\", \"2022-03-31 02:35:18.000000+00:00\", \"2021-06-17 19:13:52.000000+00:00\", \"2020-12-06 06:10:04.000000+00:00\", \"2022-01-19 20:25:56.000000+00:00\", \"2022-08-16 16:55:31.000000+00:00\"], \"session_ids\": [\"50e4196c-cab4-479f-9808-c2388fa733cc\", \"4c33b9b4-102a-4945-a6e5-c69948712c8b\", \"30bf987a-cbb5-404c-b749-1bd10e7665e4\", \"bbc723b5-0272-4df6-a908-af97c7ae78a0\", \"b684617c-bfea-4570-97ee-0ba5f1a36c51\", \"b1339fe1-d75c-4071-88e5-c79b6ca1bf67\", \"f4370fc3-0141-4d71-9b44-e2cc98a97412\", \"150f93f0-0261-4211-9a6c-9d8e843cca11\"], \"total_duration\": 1680.0, \"total_sessions\": 8, \"mean_week_duration\": 13.125}, \"73609\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-04-10 07:18:22.000000+00:00\", \"2022-09-16 05:47:58.000000+00:00\", \"2019-05-22 00:13:33.000000+00:00\"], \"session_ids\": [\"2d80b07e-8861-4370-bc80-68303c4b0706\", \"91c0adb1-fc56-42b0-a235-4dfd421f6653\", \"56c8f55e-5d34-4194-8e0b-b51e705981c1\"], \"total_duration\": 469.0, \"total_sessions\": 3, \"mean_week_duration\": 2.695}, \"52701\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-19 10:09:55.000000+00:00\", \"2023-05-31 04:03:07.000000+00:00\"], \"session_ids\": [\"9dc6f5c6-9c16-47fe-9331-0d82ddf454c2\", \"d1747410-6b27-4124-8f19-51701a18add1\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 0.571}, \"74194\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-02 03:50:32.000000+00:00\", \"2020-09-05 16:16:34.000000+00:00\", \"2021-06-04 08:02:53.000000+00:00\"], \"session_ids\": [\"d54ba93b-76d3-4d75-ba80-cadd4de9eee5\", \"1624ed9f-6fdf-4d2f-83a6-a56ca029c21b\", \"8e9822c1-fd5b-40d5-b7a4-4f781997ef49\"], \"total_duration\": 208.0, \"total_sessions\": 3, \"mean_week_duration\": 5.2}, \"63914\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-01-03 02:54:39.000000+00:00\", \"2021-02-08 13:37:09.000000+00:00\"], \"session_ids\": [\"2338cc06-baa5-4f50-a1c9-8ef25ebec5bf\", \"62e2ad7c-edc0-424a-b086-3e999952977d\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 14.5}, \"37005\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-12-25 12:50:10.000000+00:00\", \"2023-05-07 13:34:25.000000+00:00\", \"2020-12-22 03:10:35.000000+00:00\", \"2020-04-23 18:48:45.000000+00:00\"], \"session_ids\": [\"7e355bd0-4424-4738-9af2-6526627f62cf\", \"f86b5dda-0dc9-4a37-8780-fb63f872ea40\", \"98a8a666-fc26-400e-9cbc-ab3e29a7fe9c\", \"6f25c07d-bc67-4cdc-9603-bdaf0ab8569e\"], \"total_duration\": 31.0, \"total_sessions\": 4, \"mean_week_duration\": 0.195}, \"41973\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-07-10 05:30:18.000000+00:00\", \"2021-12-17 17:19:36.000000+00:00\", \"2019-02-10 20:52:07.000000+00:00\", \"2020-12-20 01:17:30.000000+00:00\", \"2021-04-19 08:24:48.000000+00:00\"], \"session_ids\": [\"aec64293-098e-4b68-a913-40a11ebf1802\", \"6dac9dee-294e-4a90-8670-9bf0ad70dbbe\", \"cb4a9481-d9cb-4aaa-b76d-2b326fda1e65\", \"80d78285-b516-4204-8e2e-0f89c72c9915\", \"396da380-7400-4698-a0f2-3608189dcfdf\"], \"total_duration\": 385.0, \"total_sessions\": 5, \"mean_week_duration\": 2.584}, \"93373\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-02-26 13:45:53.000000+00:00\", \"2020-11-08 01:39:06.000000+00:00\"], \"session_ids\": [\"ad867218-64a6-4525-84dd-066eed695049\", \"db27559e-2bb4-49dd-a058-04c2495ac65b\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.337}, \"27742\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-01-15 01:15:46.000000+00:00\", \"2022-03-12 19:41:24.000000+00:00\"], \"session_ids\": [\"54d7e88c-0b1e-459e-851b-9e918f537f23\", \"b346a674-717c-49d4-add7-05414b2d8eb6\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.46}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not Hanoi"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Hanoi\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"30573\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-04-07 15:25:25.000000+00:00\", \"2019-01-07 20:52:21.000000+00:00\"], \"session_ids\": [\"f1d1bfe6-6950-41fb-9773-107914593614\", \"5114144d-3122-4320-88de-57bc05586ecb\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 1.131}, \"13303\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-17 12:30:20.000000+00:00\", \"2021-12-06 02:15:24.000000+00:00\", \"2021-08-06 13:17:48.000000+00:00\", \"2022-03-31 02:35:18.000000+00:00\", \"2021-06-17 19:13:52.000000+00:00\", \"2020-12-06 06:10:04.000000+00:00\", \"2022-01-19 20:25:56.000000+00:00\", \"2022-08-16 16:55:31.000000+00:00\"], \"session_ids\": [\"50e4196c-cab4-479f-9808-c2388fa733cc\", \"4c33b9b4-102a-4945-a6e5-c69948712c8b\", \"30bf987a-cbb5-404c-b749-1bd10e7665e4\", \"bbc723b5-0272-4df6-a908-af97c7ae78a0\", \"b684617c-bfea-4570-97ee-0ba5f1a36c51\", \"b1339fe1-d75c-4071-88e5-c79b6ca1bf67\", \"f4370fc3-0141-4d71-9b44-e2cc98a97412\", \"150f93f0-0261-4211-9a6c-9d8e843cca11\"], \"total_duration\": 1680.0, \"total_sessions\": 8, \"mean_week_duration\": 13.125}, \"73609\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-04-10 07:18:22.000000+00:00\", \"2022-09-16 05:47:58.000000+00:00\", \"2019-05-22 00:13:33.000000+00:00\"], \"session_ids\": [\"2d80b07e-8861-4370-bc80-68303c4b0706\", \"91c0adb1-fc56-42b0-a235-4dfd421f6653\", \"56c8f55e-5d34-4194-8e0b-b51e705981c1\"], \"total_duration\": 469.0, \"total_sessions\": 3, \"mean_week_duration\": 2.695}, \"52701\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-19 10:09:55.000000+00:00\", \"2023-05-31 04:03:07.000000+00:00\"], \"session_ids\": [\"9dc6f5c6-9c16-47fe-9331-0d82ddf454c2\", \"d1747410-6b27-4124-8f19-51701a18add1\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 0.571}, \"74194\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-02 03:50:32.000000+00:00\", \"2020-09-05 16:16:34.000000+00:00\", \"2021-06-04 08:02:53.000000+00:00\"], \"session_ids\": [\"d54ba93b-76d3-4d75-ba80-cadd4de9eee5\", \"1624ed9f-6fdf-4d2f-83a6-a56ca029c21b\", \"8e9822c1-fd5b-40d5-b7a4-4f781997ef49\"], \"total_duration\": 208.0, \"total_sessions\": 3, \"mean_week_duration\": 5.2}, \"63914\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-01-03 02:54:39.000000+00:00\", \"2021-02-08 13:37:09.000000+00:00\"], \"session_ids\": [\"2338cc06-baa5-4f50-a1c9-8ef25ebec5bf\", \"62e2ad7c-edc0-424a-b086-3e999952977d\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 14.5}, \"37005\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-12-25 12:50:10.000000+00:00\", \"2023-05-07 13:34:25.000000+00:00\", \"2020-12-22 03:10:35.000000+00:00\", \"2020-04-23 18:48:45.000000+00:00\"], \"session_ids\": [\"7e355bd0-4424-4738-9af2-6526627f62cf\", \"f86b5dda-0dc9-4a37-8780-fb63f872ea40\", \"98a8a666-fc26-400e-9cbc-ab3e29a7fe9c\", \"6f25c07d-bc67-4cdc-9603-bdaf0ab8569e\"], \"total_duration\": 31.0, \"total_sessions\": 4, \"mean_week_duration\": 0.195}, \"41973\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-07-10 05:30:18.000000+00:00\", \"2021-12-17 17:19:36.000000+00:00\", \"2019-02-10 20:52:07.000000+00:00\", \"2020-12-20 01:17:30.000000+00:00\", \"2021-04-19 08:24:48.000000+00:00\"], \"session_ids\": [\"aec64293-098e-4b68-a913-40a11ebf1802\", \"6dac9dee-294e-4a90-8670-9bf0ad70dbbe\", \"cb4a9481-d9cb-4aaa-b76d-2b326fda1e65\", \"80d78285-b516-4204-8e2e-0f89c72c9915\", \"396da380-7400-4698-a0f2-3608189dcfdf\"], \"total_duration\": 385.0, \"total_sessions\": 5, \"mean_week_duration\": 2.584}, \"93373\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-02-26 13:45:53.000000+00:00\", \"2020-11-08 01:39:06.000000+00:00\"], \"session_ids\": [\"ad867218-64a6-4525-84dd-066eed695049\", \"db27559e-2bb4-49dd-a058-04c2495ac65b\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.337}, \"27742\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-01-15 01:15:46.000000+00:00\", \"2022-03-12 19:41:24.000000+00:00\"], \"session_ids\": [\"54d7e88c-0b1e-459e-851b-9e918f537f23\", \"b346a674-717c-49d4-add7-05414b2d8eb6\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.46}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"63914\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-01-03 02:54:39.000000+00:00\", \"2021-02-08 13:37:09.000000+00:00\"], \"session_ids\": [\"2338cc06-baa5-4f50-a1c9-8ef25ebec5bf\", \"62e2ad7c-edc0-424a-b086-3e999952977d\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 14.5}}, {\"13303\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-17 12:30:20.000000+00:00\", \"2021-12-06 02:15:24.000000+00:00\", \"2021-08-06 13:17:48.000000+00:00\", \"2022-03-31 02:35:18.000000+00:00\", \"2021-06-17 19:13:52.000000+00:00\", \"2020-12-06 06:10:04.000000+00:00\", \"2022-01-19 20:25:56.000000+00:00\", \"2022-08-16 16:55:31.000000+00:00\"], \"session_ids\": [\"50e4196c-cab4-479f-9808-c2388fa733cc\", \"4c33b9b4-102a-4945-a6e5-c69948712c8b\", \"30bf987a-cbb5-404c-b749-1bd10e7665e4\", \"bbc723b5-0272-4df6-a908-af97c7ae78a0\", \"b684617c-bfea-4570-97ee-0ba5f1a36c51\", \"b1339fe1-d75c-4071-88e5-c79b6ca1bf67\", \"f4370fc3-0141-4d71-9b44-e2cc98a97412\", \"150f93f0-0261-4211-9a6c-9d8e843cca11\"], \"total_duration\": 1680.0, \"total_sessions\": 8, \"mean_week_duration\": 13.125}}, {\"74194\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-02 03:50:32.000000+00:00\", \"2020-09-05 16:16:34.000000+00:00\", \"2021-06-04 08:02:53.000000+00:00\"], \"session_ids\": [\"d54ba93b-76d3-4d75-ba80-cadd4de9eee5\", \"1624ed9f-6fdf-4d2f-83a6-a56ca029c21b\", \"8e9822c1-fd5b-40d5-b7a4-4f781997ef49\"], \"total_duration\": 208.0, \"total_sessions\": 3, \"mean_week_duration\": 5.2}}, {\"73609\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-04-10 07:18:22.000000+00:00\", \"2022-09-16 05:47:58.000000+00:00\", \"2019-05-22 00:13:33.000000+00:00\"], \"session_ids\": [\"2d80b07e-8861-4370-bc80-68303c4b0706\", \"91c0adb1-fc56-42b0-a235-4dfd421f6653\", \"56c8f55e-5d34-4194-8e0b-b51e705981c1\"], \"total_duration\": 469.0, \"total_sessions\": 3, \"mean_week_duration\": 2.695}}, {\"41973\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-07-10 05:30:18.000000+00:00\", \"2021-12-17 17:19:36.000000+00:00\", \"2019-02-10 20:52:07.000000+00:00\", \"2020-12-20 01:17:30.000000+00:00\", \"2021-04-19 08:24:48.000000+00:00\"], \"session_ids\": [\"aec64293-098e-4b68-a913-40a11ebf1802\", \"6dac9dee-294e-4a90-8670-9bf0ad70dbbe\", \"cb4a9481-d9cb-4aaa-b76d-2b326fda1e65\", \"80d78285-b516-4204-8e2e-0f89c72c9915\", \"396da380-7400-4698-a0f2-3608189dcfdf\"], \"total_duration\": 385.0, \"total_sessions\": 5, \"mean_week_duration\": 2.584}}, {\"30573\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-04-07 15:25:25.000000+00:00\", \"2019-01-07 20:52:21.000000+00:00\"], \"session_ids\": [\"f1d1bfe6-6950-41fb-9773-107914593614\", \"5114144d-3122-4320-88de-57bc05586ecb\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 1.131}}, {\"52701\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-19 10:09:55.000000+00:00\", \"2023-05-31 04:03:07.000000+00:00\"], \"session_ids\": [\"9dc6f5c6-9c16-47fe-9331-0d82ddf454c2\", \"d1747410-6b27-4124-8f19-51701a18add1\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 0.571}}, {\"27742\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-01-15 01:15:46.000000+00:00\", \"2022-03-12 19:41:24.000000+00:00\"], \"session_ids\": [\"54d7e88c-0b1e-459e-851b-9e918f537f23\", \"b346a674-717c-49d4-add7-05414b2d8eb6\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.46}}, {\"93373\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-02-26 13:45:53.000000+00:00\", \"2020-11-08 01:39:06.000000+00:00\"], \"session_ids\": [\"ad867218-64a6-4525-84dd-066eed695049\", \"db27559e-2bb4-49dd-a058-04c2495ac65b\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.337}}, {\"37005\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-12-25 12:50:10.000000+00:00\", \"2023-05-07 13:34:25.000000+00:00\", \"2020-12-22 03:10:35.000000+00:00\", \"2020-04-23 18:48:45.000000+00:00\"], \"session_ids\": [\"7e355bd0-4424-4738-9af2-6526627f62cf\", \"f86b5dda-0dc9-4a37-8780-fb63f872ea40\", \"98a8a666-fc26-400e-9cbc-ab3e29a7fe9c\", \"6f25c07d-bc67-4cdc-9603-bdaf0ab8569e\"], \"total_duration\": 31.0, \"total_sessions\": 4, \"mean_week_duration\": 0.195}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 7 entries and remove 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[{\"63914\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-01-03 02:54:39.000000+00:00\", \"2021-02-08 13:37:09.000000+00:00\"], \"session_ids\": [\"2338cc06-baa5-4f50-a1c9-8ef25ebec5bf\", \"62e2ad7c-edc0-424a-b086-3e999952977d\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 14.5}}, {\"13303\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-17 12:30:20.000000+00:00\", \"2021-12-06 02:15:24.000000+00:00\", \"2021-08-06 13:17:48.000000+00:00\", \"2022-03-31 02:35:18.000000+00:00\", \"2021-06-17 19:13:52.000000+00:00\", \"2020-12-06 06:10:04.000000+00:00\", \"2022-01-19 20:25:56.000000+00:00\", \"2022-08-16 16:55:31.000000+00:00\"], \"session_ids\": [\"50e4196c-cab4-479f-9808-c2388fa733cc\", \"4c33b9b4-102a-4945-a6e5-c69948712c8b\", \"30bf987a-cbb5-404c-b749-1bd10e7665e4\", \"bbc723b5-0272-4df6-a908-af97c7ae78a0\", \"b684617c-bfea-4570-97ee-0ba5f1a36c51\", \"b1339fe1-d75c-4071-88e5-c79b6ca1bf67\", \"f4370fc3-0141-4d71-9b44-e2cc98a97412\", \"150f93f0-0261-4211-9a6c-9d8e843cca11\"], \"total_duration\": 1680.0, \"total_sessions\": 8, \"mean_week_duration\": 13.125}}, {\"74194\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-02 03:50:32.000000+00:00\", \"2020-09-05 16:16:34.000000+00:00\", \"2021-06-04 08:02:53.000000+00:00\"], \"session_ids\": [\"d54ba93b-76d3-4d75-ba80-cadd4de9eee5\", \"1624ed9f-6fdf-4d2f-83a6-a56ca029c21b\", \"8e9822c1-fd5b-40d5-b7a4-4f781997ef49\"], \"total_duration\": 208.0, \"total_sessions\": 3, \"mean_week_duration\": 5.2}}, {\"73609\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-04-10 07:18:22.000000+00:00\", \"2022-09-16 05:47:58.000000+00:00\", \"2019-05-22 00:13:33.000000+00:00\"], \"session_ids\": [\"2d80b07e-8861-4370-bc80-68303c4b0706\", \"91c0adb1-fc56-42b0-a235-4dfd421f6653\", \"56c8f55e-5d34-4194-8e0b-b51e705981c1\"], \"total_duration\": 469.0, \"total_sessions\": 3, \"mean_week_duration\": 2.695}}, {\"41973\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-07-10 05:30:18.000000+00:00\", \"2021-12-17 17:19:36.000000+00:00\", \"2019-02-10 20:52:07.000000+00:00\", \"2020-12-20 01:17:30.000000+00:00\", \"2021-04-19 08:24:48.000000+00:00\"], \"session_ids\": [\"aec64293-098e-4b68-a913-40a11ebf1802\", \"6dac9dee-294e-4a90-8670-9bf0ad70dbbe\", \"cb4a9481-d9cb-4aaa-b76d-2b326fda1e65\", \"80d78285-b516-4204-8e2e-0f89c72c9915\", \"396da380-7400-4698-a0f2-3608189dcfdf\"], \"total_duration\": 385.0, \"total_sessions\": 5, \"mean_week_duration\": 2.584}}, {\"30573\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-04-07 15:25:25.000000+00:00\", \"2019-01-07 20:52:21.000000+00:00\"], \"session_ids\": [\"f1d1bfe6-6950-41fb-9773-107914593614\", \"5114144d-3122-4320-88de-57bc05586ecb\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 1.131}}, {\"52701\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-19 10:09:55.000000+00:00\", \"2023-05-31 04:03:07.000000+00:00\"], \"session_ids\": [\"9dc6f5c6-9c16-47fe-9331-0d82ddf454c2\", \"d1747410-6b27-4124-8f19-51701a18add1\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 0.571}}]\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[{\"63914\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-01-03 02:54:39.000000+00:00\", \"2021-02-08 13:37:09.000000+00:00\"], \"session_ids\": [\"2338cc06-baa5-4f50-a1c9-8ef25ebec5bf\", \"62e2ad7c-edc0-424a-b086-3e999952977d\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 14.5}}, {\"13303\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-17 12:30:20.000000+00:00\", \"2021-12-06 02:15:24.000000+00:00\", \"2021-08-06 13:17:48.000000+00:00\", \"2022-03-31 02:35:18.000000+00:00\", \"2021-06-17 19:13:52.000000+00:00\", \"2020-12-06 06:10:04.000000+00:00\", \"2022-01-19 20:25:56.000000+00:00\", \"2022-08-16 16:55:31.000000+00:00\"], \"session_ids\": [\"50e4196c-cab4-479f-9808-c2388fa733cc\", \"4c33b9b4-102a-4945-a6e5-c69948712c8b\", \"30bf987a-cbb5-404c-b749-1bd10e7665e4\", \"bbc723b5-0272-4df6-a908-af97c7ae78a0\", \"b684617c-bfea-4570-97ee-0ba5f1a36c51\", \"b1339fe1-d75c-4071-88e5-c79b6ca1bf67\", \"f4370fc3-0141-4d71-9b44-e2cc98a97412\", \"150f93f0-0261-4211-9a6c-9d8e843cca11\"], \"total_duration\": 1680.0, \"total_sessions\": 8, \"mean_week_duration\": 13.125}}, {\"74194\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-02 03:50:32.000000+00:00\", \"2020-09-05 16:16:34.000000+00:00\", \"2021-06-04 08:02:53.000000+00:00\"], \"session_ids\": [\"d54ba93b-76d3-4d75-ba80-cadd4de9eee5\", \"1624ed9f-6fdf-4d2f-83a6-a56ca029c21b\", \"8e9822c1-fd5b-40d5-b7a4-4f781997ef49\"], \"total_duration\": 208.0, \"total_sessions\": 3, \"mean_week_duration\": 5.2}}, {\"73609\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-04-10 07:18:22.000000+00:00\", \"2022-09-16 05:47:58.000000+00:00\", \"2019-05-22 00:13:33.000000+00:00\"], \"session_ids\": [\"2d80b07e-8861-4370-bc80-68303c4b0706\", \"91c0adb1-fc56-42b0-a235-4dfd421f6653\", \"56c8f55e-5d34-4194-8e0b-b51e705981c1\"], \"total_duration\": 469.0, \"total_sessions\": 3, \"mean_week_duration\": 2.695}}, {\"41973\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-07-10 05:30:18.000000+00:00\", \"2021-12-17 17:19:36.000000+00:00\", \"2019-02-10 20:52:07.000000+00:00\", \"2020-12-20 01:17:30.000000+00:00\", \"2021-04-19 08:24:48.000000+00:00\"], \"session_ids\": [\"aec64293-098e-4b68-a913-40a11ebf1802\", \"6dac9dee-294e-4a90-8670-9bf0ad70dbbe\", \"cb4a9481-d9cb-4aaa-b76d-2b326fda1e65\", \"80d78285-b516-4204-8e2e-0f89c72c9915\", \"396da380-7400-4698-a0f2-3608189dcfdf\"], \"total_duration\": 385.0, \"total_sessions\": 5, \"mean_week_duration\": 2.584}}, {\"30573\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-04-07 15:25:25.000000+00:00\", \"2019-01-07 20:52:21.000000+00:00\"], \"session_ids\": [\"f1d1bfe6-6950-41fb-9773-107914593614\", \"5114144d-3122-4320-88de-57bc05586ecb\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 1.131}}, {\"52701\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-19 10:09:55.000000+00:00\", \"2023-05-31 04:03:07.000000+00:00\"], \"session_ids\": [\"9dc6f5c6-9c16-47fe-9331-0d82ddf454c2\", \"d1747410-6b27-4124-8f19-51701a18add1\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 0.571}}]\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 3 users whose aver of time using the app per week is smaller than 50 and bigger than 3 (not including) , moreover put to use sorting by sessions total 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{\"47045\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-07-18 15:08:42.000000+00:00\", \"2022-12-04 04:03:19.000000+00:00\", \"2022-05-20 03:57:02.000000+00:00\", \"2019-03-30 15:54:24.000000+00:00\", \"2020-06-10 23:02:13.000000+00:00\", \"2021-11-18 14:11:03.000000+00:00\"], \"session_ids\": [\"177e8b79-952b-4f30-9528-1ce5dc9c6ff6\", \"c19b2b94-fe7d-478b-80a0-9515b4d899ad\", \"6e301540-964c-4160-b19d-43245717756a\", \"40610bc9-5f68-4c41-91ae-3037273ff55f\", \"ef9f44b2-7559-48aa-a8ea-76b082f5a0af\", \"49d5b0d5-cf7f-49a3-b3fe-0466c6b4b04c\"], \"total_duration\": 6721.0, \"total_sessions\": 6, \"mean_week_duration\": 35.005}, \"57471\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-08-14 23:02:43.000000+00:00\", \"2022-03-09 14:36:02.000000+00:00\"], \"session_ids\": [\"c594d070-9af4-4c8b-acdc-2e7d51b0a184\", \"9f15dfe4-ab86-4f8c-a0cd-40e131919e9e\"], \"total_duration\": 383.0, \"total_sessions\": 2, \"mean_week_duration\": 2.858}, \"52470\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2023-01-11 13:22:04.000000+00:00\", \"2021-03-31 03:13:54.000000+00:00\"], \"session_ids\": [\"5b2b201f-98bb-4972-b85e-a5f4a326f3eb\", \"e7854fd0-72f7-4e83-849d-b118ff7743ff\"], \"total_duration\": 313.0, \"total_sessions\": 2, \"mean_week_duration\": 3.366}, \"34946\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-08-18 19:16:45.000000+00:00\", \"2019-07-20 00:50:24.000000+00:00\"], \"session_ids\": [\"08b1880b-7823-4b2a-b297-a1ee09f1bbd2\", \"b0e23fa6-1ed7-4bf4-a17f-09e627b25410\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.44}, \"38528\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 5}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-09 06:25:01.000000+00:00\", \"2019-12-30 01:32:10.000000+00:00\", \"2020-09-27 22:46:39.000000+00:00\", \"2020-01-25 12:15:51.000000+00:00\", \"2020-03-22 02:04:01.000000+00:00\", \"2022-12-17 18:05:43.000000+00:00\", \"2021-08-04 23:49:47.000000+00:00\"], \"session_ids\": [\"74008962-e611-44a1-a502-0d8b04d4fa06\", \"65b6280a-8533-4cd7-b21d-5987ee86573c\", \"ca5a0a63-2484-46bc-87d4-139f34a583f8\", \"b77290ec-1863-440a-a644-117e5bb5cf9e\", \"ccf64222-052d-4c3a-8679-dfcb77d8f6c8\", \"d9c390d1-0efd-4098-aaf9-6779094c0ab0\", \"ce3cb5c8-e70d-4d46-bb95-4e7829aabe1d\"], \"total_duration\": 4583.0, \"total_sessions\": 7, \"mean_week_duration\": 29.568}, \"96973\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-01-12 18:05:38.000000+00:00\", \"2021-07-27 19:36:20.000000+00:00\"], \"session_ids\": [\"b31d6dd8-0c5c-45b9-a565-415988f82c92\", \"24558ce4-1878-4d18-9fd4-527ad7513430\"], \"total_duration\": 353.0, \"total_sessions\": 2, \"mean_week_duration\": 14.708}, \"6824\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-02-18 01:05:38.000000+00:00\", \"2022-09-24 08:06:20.000000+00:00\", \"2023-06-03 08:02:45.000000+00:00\"], \"session_ids\": [\"c50286bf-c59d-4d04-a102-85eb69cc4acd\", \"9563bcf5-98e4-4cac-9349-ae56398aac84\", \"35aef088-5f96-4cda-9e7d-73c470216780\"], \"total_duration\": 23.0, \"total_sessions\": 3, \"mean_week_duration\": 0.338}, \"80848\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-08-27 22:50:09.000000+00:00\", \"2023-03-08 22:37:57.000000+00:00\", \"2019-07-03 08:21:58.000000+00:00\", \"2020-03-22 05:07:01.000000+00:00\", \"2019-08-25 13:55:36.000000+00:00\", \"2023-02-28 13:40:08.000000+00:00\"], \"session_ids\": [\"0c50bb61-732e-4b43-bc0c-3404017384e1\", \"b2a0b241-f785-45cc-932a-3d1c429ca24c\", \"3668c097-5bfa-4d7a-a83c-baf9394bbb99\", \"da86fedf-4194-4408-b32d-b0baf5c68890\", \"77c40639-7aec-4cb0-b30f-78c8ef53b72a\", \"05ad35e0-d22e-46d9-bc1d-f7fddd9e2acd\"], \"total_duration\": 95.0, \"total_sessions\": 6, \"mean_week_duration\": 0.495}, \"48750\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-02-19 16:20:37.000000+00:00\", \"2022-08-08 19:25:04.000000+00:00\"], \"session_ids\": [\"de58462c-e4ab-4331-8500-b950bd2a0f84\", \"d43ef521-e461-4e64-922f-71c9a9683faf\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 0.853}, \"64980\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-12-24 22:45:22.000000+00:00\", \"2022-04-13 00:36:55.000000+00:00\"], \"session_ids\": [\"8376fef4-a73b-46c9-95b0-7917ed0f2899\", \"f145cb20-6045-47fd-81c5-790ad559363b\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 10.25}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are greater than 3 and are equal or less than 50"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[3, 50]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"47045\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-07-18 15:08:42.000000+00:00\", \"2022-12-04 04:03:19.000000+00:00\", \"2022-05-20 03:57:02.000000+00:00\", \"2019-03-30 15:54:24.000000+00:00\", \"2020-06-10 23:02:13.000000+00:00\", \"2021-11-18 14:11:03.000000+00:00\"], \"session_ids\": [\"177e8b79-952b-4f30-9528-1ce5dc9c6ff6\", \"c19b2b94-fe7d-478b-80a0-9515b4d899ad\", \"6e301540-964c-4160-b19d-43245717756a\", \"40610bc9-5f68-4c41-91ae-3037273ff55f\", \"ef9f44b2-7559-48aa-a8ea-76b082f5a0af\", \"49d5b0d5-cf7f-49a3-b3fe-0466c6b4b04c\"], \"total_duration\": 6721.0, \"total_sessions\": 6, \"mean_week_duration\": 35.005}, \"52470\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2023-01-11 13:22:04.000000+00:00\", \"2021-03-31 03:13:54.000000+00:00\"], \"session_ids\": [\"5b2b201f-98bb-4972-b85e-a5f4a326f3eb\", \"e7854fd0-72f7-4e83-849d-b118ff7743ff\"], \"total_duration\": 313.0, \"total_sessions\": 2, \"mean_week_duration\": 3.366}, \"38528\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 5}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-09 06:25:01.000000+00:00\", \"2019-12-30 01:32:10.000000+00:00\", \"2020-09-27 22:46:39.000000+00:00\", \"2020-01-25 12:15:51.000000+00:00\", \"2020-03-22 02:04:01.000000+00:00\", \"2022-12-17 18:05:43.000000+00:00\", \"2021-08-04 23:49:47.000000+00:00\"], \"session_ids\": [\"74008962-e611-44a1-a502-0d8b04d4fa06\", \"65b6280a-8533-4cd7-b21d-5987ee86573c\", \"ca5a0a63-2484-46bc-87d4-139f34a583f8\", \"b77290ec-1863-440a-a644-117e5bb5cf9e\", \"ccf64222-052d-4c3a-8679-dfcb77d8f6c8\", \"d9c390d1-0efd-4098-aaf9-6779094c0ab0\", \"ce3cb5c8-e70d-4d46-bb95-4e7829aabe1d\"], \"total_duration\": 4583.0, \"total_sessions\": 7, \"mean_week_duration\": 29.568}, \"96973\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-01-12 18:05:38.000000+00:00\", \"2021-07-27 19:36:20.000000+00:00\"], \"session_ids\": [\"b31d6dd8-0c5c-45b9-a565-415988f82c92\", \"24558ce4-1878-4d18-9fd4-527ad7513430\"], \"total_duration\": 353.0, \"total_sessions\": 2, \"mean_week_duration\": 14.708}, \"64980\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-12-24 22:45:22.000000+00:00\", \"2022-04-13 00:36:55.000000+00:00\"], \"session_ids\": [\"8376fef4-a73b-46c9-95b0-7917ed0f2899\", \"f145cb20-6045-47fd-81c5-790ad559363b\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 10.25}}\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[{\"38528\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 5}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-09 06:25:01.000000+00:00\", \"2019-12-30 01:32:10.000000+00:00\", \"2020-09-27 22:46:39.000000+00:00\", \"2020-01-25 12:15:51.000000+00:00\", \"2020-03-22 02:04:01.000000+00:00\", \"2022-12-17 18:05:43.000000+00:00\", \"2021-08-04 23:49:47.000000+00:00\"], \"session_ids\": [\"74008962-e611-44a1-a502-0d8b04d4fa06\", \"65b6280a-8533-4cd7-b21d-5987ee86573c\", \"ca5a0a63-2484-46bc-87d4-139f34a583f8\", \"b77290ec-1863-440a-a644-117e5bb5cf9e\", \"ccf64222-052d-4c3a-8679-dfcb77d8f6c8\", \"d9c390d1-0efd-4098-aaf9-6779094c0ab0\", \"ce3cb5c8-e70d-4d46-bb95-4e7829aabe1d\"], \"total_duration\": 4583.0, \"total_sessions\": 7, \"mean_week_duration\": 29.568}}, {\"47045\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-07-18 15:08:42.000000+00:00\", \"2022-12-04 04:03:19.000000+00:00\", \"2022-05-20 03:57:02.000000+00:00\", \"2019-03-30 15:54:24.000000+00:00\", \"2020-06-10 23:02:13.000000+00:00\", \"2021-11-18 14:11:03.000000+00:00\"], \"session_ids\": [\"177e8b79-952b-4f30-9528-1ce5dc9c6ff6\", \"c19b2b94-fe7d-478b-80a0-9515b4d899ad\", \"6e301540-964c-4160-b19d-43245717756a\", \"40610bc9-5f68-4c41-91ae-3037273ff55f\", \"ef9f44b2-7559-48aa-a8ea-76b082f5a0af\", \"49d5b0d5-cf7f-49a3-b3fe-0466c6b4b04c\"], \"total_duration\": 6721.0, \"total_sessions\": 6, \"mean_week_duration\": 35.005}}, {\"52470\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2023-01-11 13:22:04.000000+00:00\", \"2021-03-31 03:13:54.000000+00:00\"], \"session_ids\": [\"5b2b201f-98bb-4972-b85e-a5f4a326f3eb\", \"e7854fd0-72f7-4e83-849d-b118ff7743ff\"], \"total_duration\": 313.0, \"total_sessions\": 2, \"mean_week_duration\": 3.366}}, {\"96973\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-01-12 18:05:38.000000+00:00\", \"2021-07-27 19:36:20.000000+00:00\"], \"session_ids\": [\"b31d6dd8-0c5c-45b9-a565-415988f82c92\", \"24558ce4-1878-4d18-9fd4-527ad7513430\"], \"total_duration\": 353.0, \"total_sessions\": 2, \"mean_week_duration\": 14.708}}, {\"64980\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-12-24 22:45:22.000000+00:00\", \"2022-04-13 00:36:55.000000+00:00\"], \"session_ids\": [\"8376fef4-a73b-46c9-95b0-7917ed0f2899\", \"f145cb20-6045-47fd-81c5-790ad559363b\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 10.25}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 3 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"38528\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 5}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-09 06:25:01.000000+00:00\", \"2019-12-30 01:32:10.000000+00:00\", \"2020-09-27 22:46:39.000000+00:00\", \"2020-01-25 12:15:51.000000+00:00\", \"2020-03-22 02:04:01.000000+00:00\", \"2022-12-17 18:05:43.000000+00:00\", \"2021-08-04 23:49:47.000000+00:00\"], \"session_ids\": [\"74008962-e611-44a1-a502-0d8b04d4fa06\", \"65b6280a-8533-4cd7-b21d-5987ee86573c\", \"ca5a0a63-2484-46bc-87d4-139f34a583f8\", \"b77290ec-1863-440a-a644-117e5bb5cf9e\", \"ccf64222-052d-4c3a-8679-dfcb77d8f6c8\", \"d9c390d1-0efd-4098-aaf9-6779094c0ab0\", \"ce3cb5c8-e70d-4d46-bb95-4e7829aabe1d\"], \"total_duration\": 4583.0, \"total_sessions\": 7, \"mean_week_duration\": 29.568}}, {\"47045\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-07-18 15:08:42.000000+00:00\", \"2022-12-04 04:03:19.000000+00:00\", \"2022-05-20 03:57:02.000000+00:00\", \"2019-03-30 15:54:24.000000+00:00\", \"2020-06-10 23:02:13.000000+00:00\", \"2021-11-18 14:11:03.000000+00:00\"], \"session_ids\": [\"177e8b79-952b-4f30-9528-1ce5dc9c6ff6\", \"c19b2b94-fe7d-478b-80a0-9515b4d899ad\", \"6e301540-964c-4160-b19d-43245717756a\", \"40610bc9-5f68-4c41-91ae-3037273ff55f\", \"ef9f44b2-7559-48aa-a8ea-76b082f5a0af\", \"49d5b0d5-cf7f-49a3-b3fe-0466c6b4b04c\"], \"total_duration\": 6721.0, \"total_sessions\": 6, \"mean_week_duration\": 35.005}}, {\"52470\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2023-01-11 13:22:04.000000+00:00\", \"2021-03-31 03:13:54.000000+00:00\"], \"session_ids\": [\"5b2b201f-98bb-4972-b85e-a5f4a326f3eb\", \"e7854fd0-72f7-4e83-849d-b118ff7743ff\"], \"total_duration\": 313.0, \"total_sessions\": 2, \"mean_week_duration\": 3.366}}]\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[{\"38528\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 5}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-09 06:25:01.000000+00:00\", \"2019-12-30 01:32:10.000000+00:00\", \"2020-09-27 22:46:39.000000+00:00\", \"2020-01-25 12:15:51.000000+00:00\", \"2020-03-22 02:04:01.000000+00:00\", \"2022-12-17 18:05:43.000000+00:00\", \"2021-08-04 23:49:47.000000+00:00\"], \"session_ids\": [\"74008962-e611-44a1-a502-0d8b04d4fa06\", \"65b6280a-8533-4cd7-b21d-5987ee86573c\", \"ca5a0a63-2484-46bc-87d4-139f34a583f8\", \"b77290ec-1863-440a-a644-117e5bb5cf9e\", \"ccf64222-052d-4c3a-8679-dfcb77d8f6c8\", \"d9c390d1-0efd-4098-aaf9-6779094c0ab0\", \"ce3cb5c8-e70d-4d46-bb95-4e7829aabe1d\"], \"total_duration\": 4583.0, \"total_sessions\": 7, \"mean_week_duration\": 29.568}}, {\"47045\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-07-18 15:08:42.000000+00:00\", \"2022-12-04 04:03:19.000000+00:00\", \"2022-05-20 03:57:02.000000+00:00\", \"2019-03-30 15:54:24.000000+00:00\", \"2020-06-10 23:02:13.000000+00:00\", \"2021-11-18 14:11:03.000000+00:00\"], \"session_ids\": [\"177e8b79-952b-4f30-9528-1ce5dc9c6ff6\", \"c19b2b94-fe7d-478b-80a0-9515b4d899ad\", \"6e301540-964c-4160-b19d-43245717756a\", \"40610bc9-5f68-4c41-91ae-3037273ff55f\", \"ef9f44b2-7559-48aa-a8ea-76b082f5a0af\", \"49d5b0d5-cf7f-49a3-b3fe-0466c6b4b04c\"], \"total_duration\": 6721.0, \"total_sessions\": 6, \"mean_week_duration\": 35.005}}, {\"52470\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2023-01-11 13:22:04.000000+00:00\", \"2021-03-31 03:13:54.000000+00:00\"], \"session_ids\": [\"5b2b201f-98bb-4972-b85e-a5f4a326f3eb\", \"e7854fd0-72f7-4e83-849d-b118ff7743ff\"], \"total_duration\": 313.0, \"total_sessions\": 2, \"mean_week_duration\": 3.366}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the 8 users whose aver of time using the app per week is staying below 8, exclusively 8 , moreover execute sorting by urban title desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"39944\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-14 05:39:57.000000+00:00\", \"2023-03-07 23:00:04.000000+00:00\", \"2023-05-26 13:56:42.000000+00:00\", \"2021-05-30 15:55:55.000000+00:00\", \"2019-01-02 19:03:13.000000+00:00\", \"2022-12-23 18:04:13.000000+00:00\"], \"session_ids\": [\"732a2029-91cc-4b71-8a11-256a506a3bd0\", \"406c38aa-ddd0-48e6-ba64-a98a342e45e0\", \"a2cc48eb-69ee-48c8-a660-dd92853bbf05\", \"4a32e071-1685-4f82-afcd-dae213a5f62f\", \"bcb38b1a-2d63-4fb2-a562-72123fcc2852\", \"40c986d9-ff26-49cd-9cc7-60f8e72ad827\"], \"total_duration\": 920.0, \"total_sessions\": 6, \"mean_week_duration\": 4.0}, \"47250\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-12-10 09:52:57.000000+00:00\", \"2023-02-17 01:22:45.000000+00:00\", \"2020-11-01 08:11:41.000000+00:00\"], \"session_ids\": [\"2349b051-9779-4739-a91b-9f5ccde3ed4c\", \"b0dbd090-c728-4dc7-9617-1cddd8441e01\", \"6c2f81aa-cca1-467e-a199-f31d2f8abf28\"], \"total_duration\": 152.0, \"total_sessions\": 3, \"mean_week_duration\": 0.91}, \"99658\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-09-17 01:53:25.000000+00:00\", \"2021-05-12 15:16:49.000000+00:00\"], \"session_ids\": [\"4f95e6e4-2211-451e-a816-86670c37236c\", \"08fe647e-affd-461e-9d06-90c37cac14a8\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.862}, \"56753\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-01-06 01:27:19.000000+00:00\", \"2022-07-24 11:16:07.000000+00:00\", \"2023-05-14 07:15:02.000000+00:00\"], \"session_ids\": [\"4e8af7bb-3b53-475d-9b57-6913c917e031\", \"454e1e17-1b37-46ea-a1a1-f6f7ac213bb3\", \"6e5d66d0-1cbf-4fee-a2e8-ed2411cb6f39\"], \"total_duration\": 89.0, \"total_sessions\": 3, \"mean_week_duration\": 0.724}, \"40524\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-01-15 00:46:37.000000+00:00\", \"2023-05-04 14:07:00.000000+00:00\", \"2022-03-01 23:26:06.000000+00:00\"], \"session_ids\": [\"d5208b39-f45f-44eb-8e81-c413c0676c94\", \"b303aa61-4e08-4bb4-855e-27cb8af85cd4\", \"61a19d37-f486-4df3-8c9e-276e015080d3\"], \"total_duration\": 496.0, \"total_sessions\": 3, \"mean_week_duration\": 4.133}, \"56233\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-09-13 14:33:58.000000+00:00\", \"2020-09-20 00:54:45.000000+00:00\", \"2020-04-10 07:36:35.000000+00:00\", \"2022-04-28 08:57:16.000000+00:00\", \"2021-01-26 15:35:07.000000+00:00\"], \"session_ids\": [\"9a895c5f-1f2a-422e-9c23-9cf1ed3f88c2\", \"918f09e5-f8ca-4741-ae52-868649cdf457\", \"3a61dd01-1e28-40d1-b029-ff414427a8c6\", \"8dc07512-ba75-42db-8954-376937ed362b\", \"01903b34-14c7-42b8-a4be-cc2b69e6dc05\"], \"total_duration\": 751.0, \"total_sessions\": 5, \"mean_week_duration\": 7.019}, \"23474\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-07-10 00:58:48.000000+00:00\", \"2019-01-29 21:26:43.000000+00:00\"], \"session_ids\": [\"f57e2212-eaa4-4835-a2d0-2f0eae65a648\", \"f396d24b-a4c5-4861-81ca-00d7566c1789\"], \"total_duration\": 214.0, \"total_sessions\": 2, \"mean_week_duration\": 9.304}, \"83715\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-29 22:17:34.000000+00:00\", \"2021-03-19 02:19:19.000000+00:00\", \"2020-09-02 14:09:08.000000+00:00\", \"2021-05-19 23:23:13.000000+00:00\"], \"session_ids\": [\"ddc087d7-78a9-42d1-a32b-1b1f9e9bfa8f\", \"1df10c80-6e83-4b9e-9592-1b2094a6bdf4\", \"38b9ef67-849b-4a4f-8228-bd9f38dee31c\", \"992d40bd-4f99-4417-a8ff-78ec47b3970c\"], \"total_duration\": 476.0, \"total_sessions\": 4, \"mean_week_duration\": 6.521}, \"36158\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 7, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-02-19 17:32:29.000000+00:00\", \"2023-03-02 03:31:16.000000+00:00\", \"2020-12-17 10:26:01.000000+00:00\"], \"session_ids\": [\"c0cf19f8-318c-462b-99a2-c377c6c4fe54\", \"149cdf6e-e2d9-4fa9-8245-b3fe3eb598ae\", \"9318aa22-7cfc-4ddf-8c64-41ef2b669a1c\"], \"total_duration\": 409.0, \"total_sessions\": 3, \"mean_week_duration\": 3.557}, \"23765\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-10-04 10:39:56.000000+00:00\", \"2021-01-05 03:39:23.000000+00:00\"], \"session_ids\": [\"18d6d465-9140-4476-af8d-d796332eb597\", \"ab0873f7-f3ab-4822-936f-6f29a68d6e4c\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are less than 8"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\"]]}, \"all_values\": {\"mean_week_duration\": [[8, 31]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"39944\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-14 05:39:57.000000+00:00\", \"2023-03-07 23:00:04.000000+00:00\", \"2023-05-26 13:56:42.000000+00:00\", \"2021-05-30 15:55:55.000000+00:00\", \"2019-01-02 19:03:13.000000+00:00\", \"2022-12-23 18:04:13.000000+00:00\"], \"session_ids\": [\"732a2029-91cc-4b71-8a11-256a506a3bd0\", \"406c38aa-ddd0-48e6-ba64-a98a342e45e0\", \"a2cc48eb-69ee-48c8-a660-dd92853bbf05\", \"4a32e071-1685-4f82-afcd-dae213a5f62f\", \"bcb38b1a-2d63-4fb2-a562-72123fcc2852\", \"40c986d9-ff26-49cd-9cc7-60f8e72ad827\"], \"total_duration\": 920.0, \"total_sessions\": 6, \"mean_week_duration\": 4.0}, \"47250\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-12-10 09:52:57.000000+00:00\", \"2023-02-17 01:22:45.000000+00:00\", \"2020-11-01 08:11:41.000000+00:00\"], \"session_ids\": [\"2349b051-9779-4739-a91b-9f5ccde3ed4c\", \"b0dbd090-c728-4dc7-9617-1cddd8441e01\", \"6c2f81aa-cca1-467e-a199-f31d2f8abf28\"], \"total_duration\": 152.0, \"total_sessions\": 3, \"mean_week_duration\": 0.91}, \"99658\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-09-17 01:53:25.000000+00:00\", \"2021-05-12 15:16:49.000000+00:00\"], \"session_ids\": [\"4f95e6e4-2211-451e-a816-86670c37236c\", \"08fe647e-affd-461e-9d06-90c37cac14a8\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.862}, \"56753\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-01-06 01:27:19.000000+00:00\", \"2022-07-24 11:16:07.000000+00:00\", \"2023-05-14 07:15:02.000000+00:00\"], \"session_ids\": [\"4e8af7bb-3b53-475d-9b57-6913c917e031\", \"454e1e17-1b37-46ea-a1a1-f6f7ac213bb3\", \"6e5d66d0-1cbf-4fee-a2e8-ed2411cb6f39\"], \"total_duration\": 89.0, \"total_sessions\": 3, \"mean_week_duration\": 0.724}, \"40524\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-01-15 00:46:37.000000+00:00\", \"2023-05-04 14:07:00.000000+00:00\", \"2022-03-01 23:26:06.000000+00:00\"], \"session_ids\": [\"d5208b39-f45f-44eb-8e81-c413c0676c94\", \"b303aa61-4e08-4bb4-855e-27cb8af85cd4\", \"61a19d37-f486-4df3-8c9e-276e015080d3\"], \"total_duration\": 496.0, \"total_sessions\": 3, \"mean_week_duration\": 4.133}, \"56233\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-09-13 14:33:58.000000+00:00\", \"2020-09-20 00:54:45.000000+00:00\", \"2020-04-10 07:36:35.000000+00:00\", \"2022-04-28 08:57:16.000000+00:00\", \"2021-01-26 15:35:07.000000+00:00\"], \"session_ids\": [\"9a895c5f-1f2a-422e-9c23-9cf1ed3f88c2\", \"918f09e5-f8ca-4741-ae52-868649cdf457\", \"3a61dd01-1e28-40d1-b029-ff414427a8c6\", \"8dc07512-ba75-42db-8954-376937ed362b\", \"01903b34-14c7-42b8-a4be-cc2b69e6dc05\"], \"total_duration\": 751.0, \"total_sessions\": 5, \"mean_week_duration\": 7.019}, \"83715\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-29 22:17:34.000000+00:00\", \"2021-03-19 02:19:19.000000+00:00\", \"2020-09-02 14:09:08.000000+00:00\", \"2021-05-19 23:23:13.000000+00:00\"], \"session_ids\": [\"ddc087d7-78a9-42d1-a32b-1b1f9e9bfa8f\", \"1df10c80-6e83-4b9e-9592-1b2094a6bdf4\", \"38b9ef67-849b-4a4f-8228-bd9f38dee31c\", \"992d40bd-4f99-4417-a8ff-78ec47b3970c\"], \"total_duration\": 476.0, \"total_sessions\": 4, \"mean_week_duration\": 6.521}, \"36158\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 7, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-02-19 17:32:29.000000+00:00\", \"2023-03-02 03:31:16.000000+00:00\", \"2020-12-17 10:26:01.000000+00:00\"], \"session_ids\": [\"c0cf19f8-318c-462b-99a2-c377c6c4fe54\", \"149cdf6e-e2d9-4fa9-8245-b3fe3eb598ae\", \"9318aa22-7cfc-4ddf-8c64-41ef2b669a1c\"], \"total_duration\": 409.0, \"total_sessions\": 3, \"mean_week_duration\": 3.557}, \"23765\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-10-04 10:39:56.000000+00:00\", \"2021-01-05 03:39:23.000000+00:00\"], \"session_ids\": [\"18d6d465-9140-4476-af8d-d796332eb597\", \"ab0873f7-f3ab-4822-936f-6f29a68d6e4c\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"47250\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-12-10 09:52:57.000000+00:00\", \"2023-02-17 01:22:45.000000+00:00\", \"2020-11-01 08:11:41.000000+00:00\"], \"session_ids\": [\"2349b051-9779-4739-a91b-9f5ccde3ed4c\", \"b0dbd090-c728-4dc7-9617-1cddd8441e01\", \"6c2f81aa-cca1-467e-a199-f31d2f8abf28\"], \"total_duration\": 152.0, \"total_sessions\": 3, \"mean_week_duration\": 0.91}}, {\"40524\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-01-15 00:46:37.000000+00:00\", \"2023-05-04 14:07:00.000000+00:00\", \"2022-03-01 23:26:06.000000+00:00\"], \"session_ids\": [\"d5208b39-f45f-44eb-8e81-c413c0676c94\", \"b303aa61-4e08-4bb4-855e-27cb8af85cd4\", \"61a19d37-f486-4df3-8c9e-276e015080d3\"], \"total_duration\": 496.0, \"total_sessions\": 3, \"mean_week_duration\": 4.133}}, {\"56233\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-09-13 14:33:58.000000+00:00\", \"2020-09-20 00:54:45.000000+00:00\", \"2020-04-10 07:36:35.000000+00:00\", \"2022-04-28 08:57:16.000000+00:00\", \"2021-01-26 15:35:07.000000+00:00\"], \"session_ids\": [\"9a895c5f-1f2a-422e-9c23-9cf1ed3f88c2\", \"918f09e5-f8ca-4741-ae52-868649cdf457\", \"3a61dd01-1e28-40d1-b029-ff414427a8c6\", \"8dc07512-ba75-42db-8954-376937ed362b\", \"01903b34-14c7-42b8-a4be-cc2b69e6dc05\"], \"total_duration\": 751.0, \"total_sessions\": 5, \"mean_week_duration\": 7.019}}, {\"83715\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-29 22:17:34.000000+00:00\", \"2021-03-19 02:19:19.000000+00:00\", \"2020-09-02 14:09:08.000000+00:00\", \"2021-05-19 23:23:13.000000+00:00\"], \"session_ids\": [\"ddc087d7-78a9-42d1-a32b-1b1f9e9bfa8f\", \"1df10c80-6e83-4b9e-9592-1b2094a6bdf4\", \"38b9ef67-849b-4a4f-8228-bd9f38dee31c\", \"992d40bd-4f99-4417-a8ff-78ec47b3970c\"], \"total_duration\": 476.0, \"total_sessions\": 4, \"mean_week_duration\": 6.521}}, {\"39944\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-14 05:39:57.000000+00:00\", \"2023-03-07 23:00:04.000000+00:00\", \"2023-05-26 13:56:42.000000+00:00\", \"2021-05-30 15:55:55.000000+00:00\", \"2019-01-02 19:03:13.000000+00:00\", \"2022-12-23 18:04:13.000000+00:00\"], \"session_ids\": [\"732a2029-91cc-4b71-8a11-256a506a3bd0\", \"406c38aa-ddd0-48e6-ba64-a98a342e45e0\", \"a2cc48eb-69ee-48c8-a660-dd92853bbf05\", \"4a32e071-1685-4f82-afcd-dae213a5f62f\", \"bcb38b1a-2d63-4fb2-a562-72123fcc2852\", \"40c986d9-ff26-49cd-9cc7-60f8e72ad827\"], \"total_duration\": 920.0, \"total_sessions\": 6, \"mean_week_duration\": 4.0}}, {\"99658\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-09-17 01:53:25.000000+00:00\", \"2021-05-12 15:16:49.000000+00:00\"], \"session_ids\": [\"4f95e6e4-2211-451e-a816-86670c37236c\", \"08fe647e-affd-461e-9d06-90c37cac14a8\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.862}}, {\"23765\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-10-04 10:39:56.000000+00:00\", \"2021-01-05 03:39:23.000000+00:00\"], \"session_ids\": [\"18d6d465-9140-4476-af8d-d796332eb597\", \"ab0873f7-f3ab-4822-936f-6f29a68d6e4c\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}, {\"36158\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 7, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-02-19 17:32:29.000000+00:00\", \"2023-03-02 03:31:16.000000+00:00\", \"2020-12-17 10:26:01.000000+00:00\"], \"session_ids\": [\"c0cf19f8-318c-462b-99a2-c377c6c4fe54\", \"149cdf6e-e2d9-4fa9-8245-b3fe3eb598ae\", \"9318aa22-7cfc-4ddf-8c64-41ef2b669a1c\"], \"total_duration\": 409.0, \"total_sessions\": 3, \"mean_week_duration\": 3.557}}, {\"56753\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-01-06 01:27:19.000000+00:00\", \"2022-07-24 11:16:07.000000+00:00\", \"2023-05-14 07:15:02.000000+00:00\"], \"session_ids\": [\"4e8af7bb-3b53-475d-9b57-6913c917e031\", \"454e1e17-1b37-46ea-a1a1-f6f7ac213bb3\", \"6e5d66d0-1cbf-4fee-a2e8-ed2411cb6f39\"], \"total_duration\": 89.0, \"total_sessions\": 3, \"mean_week_duration\": 0.724}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 8 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"47250\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-12-10 09:52:57.000000+00:00\", \"2023-02-17 01:22:45.000000+00:00\", \"2020-11-01 08:11:41.000000+00:00\"], \"session_ids\": [\"2349b051-9779-4739-a91b-9f5ccde3ed4c\", \"b0dbd090-c728-4dc7-9617-1cddd8441e01\", \"6c2f81aa-cca1-467e-a199-f31d2f8abf28\"], \"total_duration\": 152.0, \"total_sessions\": 3, \"mean_week_duration\": 0.91}}, {\"40524\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-01-15 00:46:37.000000+00:00\", \"2023-05-04 14:07:00.000000+00:00\", \"2022-03-01 23:26:06.000000+00:00\"], \"session_ids\": [\"d5208b39-f45f-44eb-8e81-c413c0676c94\", \"b303aa61-4e08-4bb4-855e-27cb8af85cd4\", \"61a19d37-f486-4df3-8c9e-276e015080d3\"], \"total_duration\": 496.0, \"total_sessions\": 3, \"mean_week_duration\": 4.133}}, {\"56233\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-09-13 14:33:58.000000+00:00\", \"2020-09-20 00:54:45.000000+00:00\", \"2020-04-10 07:36:35.000000+00:00\", \"2022-04-28 08:57:16.000000+00:00\", \"2021-01-26 15:35:07.000000+00:00\"], \"session_ids\": [\"9a895c5f-1f2a-422e-9c23-9cf1ed3f88c2\", \"918f09e5-f8ca-4741-ae52-868649cdf457\", \"3a61dd01-1e28-40d1-b029-ff414427a8c6\", \"8dc07512-ba75-42db-8954-376937ed362b\", \"01903b34-14c7-42b8-a4be-cc2b69e6dc05\"], \"total_duration\": 751.0, \"total_sessions\": 5, \"mean_week_duration\": 7.019}}, {\"83715\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-29 22:17:34.000000+00:00\", \"2021-03-19 02:19:19.000000+00:00\", \"2020-09-02 14:09:08.000000+00:00\", \"2021-05-19 23:23:13.000000+00:00\"], \"session_ids\": [\"ddc087d7-78a9-42d1-a32b-1b1f9e9bfa8f\", \"1df10c80-6e83-4b9e-9592-1b2094a6bdf4\", \"38b9ef67-849b-4a4f-8228-bd9f38dee31c\", \"992d40bd-4f99-4417-a8ff-78ec47b3970c\"], \"total_duration\": 476.0, \"total_sessions\": 4, \"mean_week_duration\": 6.521}}, {\"39944\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-14 05:39:57.000000+00:00\", \"2023-03-07 23:00:04.000000+00:00\", \"2023-05-26 13:56:42.000000+00:00\", \"2021-05-30 15:55:55.000000+00:00\", \"2019-01-02 19:03:13.000000+00:00\", \"2022-12-23 18:04:13.000000+00:00\"], \"session_ids\": [\"732a2029-91cc-4b71-8a11-256a506a3bd0\", \"406c38aa-ddd0-48e6-ba64-a98a342e45e0\", \"a2cc48eb-69ee-48c8-a660-dd92853bbf05\", \"4a32e071-1685-4f82-afcd-dae213a5f62f\", \"bcb38b1a-2d63-4fb2-a562-72123fcc2852\", \"40c986d9-ff26-49cd-9cc7-60f8e72ad827\"], \"total_duration\": 920.0, \"total_sessions\": 6, \"mean_week_duration\": 4.0}}, {\"99658\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-09-17 01:53:25.000000+00:00\", \"2021-05-12 15:16:49.000000+00:00\"], \"session_ids\": [\"4f95e6e4-2211-451e-a816-86670c37236c\", \"08fe647e-affd-461e-9d06-90c37cac14a8\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.862}}, {\"23765\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-10-04 10:39:56.000000+00:00\", \"2021-01-05 03:39:23.000000+00:00\"], \"session_ids\": [\"18d6d465-9140-4476-af8d-d796332eb597\", \"ab0873f7-f3ab-4822-936f-6f29a68d6e4c\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}, {\"36158\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 7, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-02-19 17:32:29.000000+00:00\", \"2023-03-02 03:31:16.000000+00:00\", \"2020-12-17 10:26:01.000000+00:00\"], \"session_ids\": [\"c0cf19f8-318c-462b-99a2-c377c6c4fe54\", \"149cdf6e-e2d9-4fa9-8245-b3fe3eb598ae\", \"9318aa22-7cfc-4ddf-8c64-41ef2b669a1c\"], \"total_duration\": 409.0, \"total_sessions\": 3, \"mean_week_duration\": 3.557}}]\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[{\"47250\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-12-10 09:52:57.000000+00:00\", \"2023-02-17 01:22:45.000000+00:00\", \"2020-11-01 08:11:41.000000+00:00\"], \"session_ids\": [\"2349b051-9779-4739-a91b-9f5ccde3ed4c\", \"b0dbd090-c728-4dc7-9617-1cddd8441e01\", \"6c2f81aa-cca1-467e-a199-f31d2f8abf28\"], \"total_duration\": 152.0, \"total_sessions\": 3, \"mean_week_duration\": 0.91}}, {\"40524\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-01-15 00:46:37.000000+00:00\", \"2023-05-04 14:07:00.000000+00:00\", \"2022-03-01 23:26:06.000000+00:00\"], \"session_ids\": [\"d5208b39-f45f-44eb-8e81-c413c0676c94\", \"b303aa61-4e08-4bb4-855e-27cb8af85cd4\", \"61a19d37-f486-4df3-8c9e-276e015080d3\"], \"total_duration\": 496.0, \"total_sessions\": 3, \"mean_week_duration\": 4.133}}, {\"56233\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-09-13 14:33:58.000000+00:00\", \"2020-09-20 00:54:45.000000+00:00\", \"2020-04-10 07:36:35.000000+00:00\", \"2022-04-28 08:57:16.000000+00:00\", \"2021-01-26 15:35:07.000000+00:00\"], \"session_ids\": [\"9a895c5f-1f2a-422e-9c23-9cf1ed3f88c2\", \"918f09e5-f8ca-4741-ae52-868649cdf457\", \"3a61dd01-1e28-40d1-b029-ff414427a8c6\", \"8dc07512-ba75-42db-8954-376937ed362b\", \"01903b34-14c7-42b8-a4be-cc2b69e6dc05\"], \"total_duration\": 751.0, \"total_sessions\": 5, \"mean_week_duration\": 7.019}}, {\"83715\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-29 22:17:34.000000+00:00\", \"2021-03-19 02:19:19.000000+00:00\", \"2020-09-02 14:09:08.000000+00:00\", \"2021-05-19 23:23:13.000000+00:00\"], \"session_ids\": [\"ddc087d7-78a9-42d1-a32b-1b1f9e9bfa8f\", \"1df10c80-6e83-4b9e-9592-1b2094a6bdf4\", \"38b9ef67-849b-4a4f-8228-bd9f38dee31c\", \"992d40bd-4f99-4417-a8ff-78ec47b3970c\"], \"total_duration\": 476.0, \"total_sessions\": 4, \"mean_week_duration\": 6.521}}, {\"39944\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-14 05:39:57.000000+00:00\", \"2023-03-07 23:00:04.000000+00:00\", \"2023-05-26 13:56:42.000000+00:00\", \"2021-05-30 15:55:55.000000+00:00\", \"2019-01-02 19:03:13.000000+00:00\", \"2022-12-23 18:04:13.000000+00:00\"], \"session_ids\": [\"732a2029-91cc-4b71-8a11-256a506a3bd0\", \"406c38aa-ddd0-48e6-ba64-a98a342e45e0\", \"a2cc48eb-69ee-48c8-a660-dd92853bbf05\", \"4a32e071-1685-4f82-afcd-dae213a5f62f\", \"bcb38b1a-2d63-4fb2-a562-72123fcc2852\", \"40c986d9-ff26-49cd-9cc7-60f8e72ad827\"], \"total_duration\": 920.0, \"total_sessions\": 6, \"mean_week_duration\": 4.0}}, {\"99658\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-09-17 01:53:25.000000+00:00\", \"2021-05-12 15:16:49.000000+00:00\"], \"session_ids\": [\"4f95e6e4-2211-451e-a816-86670c37236c\", \"08fe647e-affd-461e-9d06-90c37cac14a8\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.862}}, {\"23765\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-10-04 10:39:56.000000+00:00\", \"2021-01-05 03:39:23.000000+00:00\"], \"session_ids\": [\"18d6d465-9140-4476-af8d-d796332eb597\", \"ab0873f7-f3ab-4822-936f-6f29a68d6e4c\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}, {\"36158\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 7, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-02-19 17:32:29.000000+00:00\", \"2023-03-02 03:31:16.000000+00:00\", \"2020-12-17 10:26:01.000000+00:00\"], \"session_ids\": [\"c0cf19f8-318c-462b-99a2-c377c6c4fe54\", \"149cdf6e-e2d9-4fa9-8245-b3fe3eb598ae\", \"9318aa22-7cfc-4ddf-8c64-41ef2b669a1c\"], \"total_duration\": 409.0, \"total_sessions\": 3, \"mean_week_duration\": 3.557}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I have a curiosity about 2 users I can't find living in cities Rome, Paris, San Salvador, Nassau, Toronto, San Jose , perform sorting by sessions count 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{\"75188\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-01-14 17:02:13.000000+00:00\", \"2022-10-29 23:05:43.000000+00:00\"], \"session_ids\": [\"f4e006d3-28c1-425c-b923-376a06218ee6\", \"eec1888f-7ec4-415a-9565-04ad77e59126\"], \"total_duration\": 219.0, \"total_sessions\": 2, \"mean_week_duration\": 5.214}, \"49775\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-12-23 10:38:58.000000+00:00\", \"2022-12-25 05:17:12.000000+00:00\", \"2020-02-12 08:04:13.000000+00:00\", \"2022-07-06 14:31:19.000000+00:00\", \"2021-11-04 06:17:01.000000+00:00\", \"2019-05-06 04:40:34.000000+00:00\"], \"session_ids\": [\"0f69071e-c33f-4210-8891-c9f1af31ec73\", \"3f7175b9-4cbd-4254-bf1c-2b81d84b5674\", \"6dee0c17-086d-4c95-86ce-25a6b400d589\", \"ae0824a8-f12d-484f-85a2-ecd1f915cba4\", \"50c2f6f9-bc61-4a66-8fa2-b3c6adb2eba0\", \"73d652e4-08f3-42b4-98d5-3e2f69762f6d\"], \"total_duration\": 1960.0, \"total_sessions\": 6, \"mean_week_duration\": 10.316}, \"56757\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-02-25 02:35:39.000000+00:00\", \"2019-05-14 00:17:07.000000+00:00\", \"2022-08-22 00:18:25.000000+00:00\"], \"session_ids\": [\"fc13ada0-e99b-43ad-8bfd-670dc67ac654\", \"a48444b1-28b8-472c-9712-bbd69146cc4a\", \"5650f7a1-7053-416c-aa15-c57b55862a6b\"], \"total_duration\": 75.0, \"total_sessions\": 3, \"mean_week_duration\": 0.439}, \"82376\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-03-24 09:59:32.000000+00:00\", \"2022-08-02 22:26:55.000000+00:00\", \"2021-12-05 09:28:16.000000+00:00\", \"2022-03-16 13:03:18.000000+00:00\"], \"session_ids\": [\"8d8457d5-603a-4c9d-84f3-dba1fe0bf053\", \"0588e47a-3753-480a-bb7a-a34044c34431\", \"ee5108f9-d176-4a4a-8e7a-1650d57fa017\", \"dfabfc45-af87-4c6e-a411-3f8d132fee30\"], \"total_duration\": 1178.0, \"total_sessions\": 4, \"mean_week_duration\": 33.657}, \"92928\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-18 03:11:25.000000+00:00\", \"2022-04-29 18:25:15.000000+00:00\", \"2019-07-03 02:12:58.000000+00:00\", \"2023-01-05 16:36:11.000000+00:00\"], \"session_ids\": [\"ef120866-13ff-4fd4-ba90-c5ac95525c2e\", \"eda91b11-cdb7-4ad3-bd9f-76d5b684cc21\", \"770e5086-216b-442a-aff4-fb9e24aba7b9\", \"9b53db37-4c64-401b-b905-571390e276dd\"], \"total_duration\": 1837.0, \"total_sessions\": 4, \"mean_week_duration\": 9.984}, \"93593\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-01-23 22:09:03.000000+00:00\", \"2019-04-25 05:34:14.000000+00:00\", \"2023-02-20 04:07:39.000000+00:00\", \"2022-09-27 16:52:47.000000+00:00\", \"2020-04-19 23:33:42.000000+00:00\", \"2021-06-07 09:55:25.000000+00:00\"], \"session_ids\": [\"16c8cd45-acd2-4093-a610-a025cf0d12f0\", \"bfd6101f-55b4-4625-a610-1c19fbd2ddaa\", \"665297b0-c6da-475a-aa02-6a23be9571a9\", \"77148552-061b-4f46-a499-ae9bb4411a1f\", \"cece7743-9657-40bd-9322-068155b6b2c1\", \"62f4d2e5-812d-4edf-9dea-cd9694045737\"], \"total_duration\": 5964.0, \"total_sessions\": 6, \"mean_week_duration\": 29.82}, \"6351\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2022-10-26 11:34:44.000000+00:00\", \"2020-06-15 21:26:40.000000+00:00\", \"2020-06-20 07:17:29.000000+00:00\"], \"session_ids\": [\"dce4edff-ad3c-41d7-901a-eda5a097dc81\", \"93c5f3cb-589e-4768-99f7-ec9858e6b70b\", \"a641748f-a83b-40d9-97c0-a1b6c5476e25\"], \"total_duration\": 315.0, \"total_sessions\": 3, \"mean_week_duration\": 2.54}, \"53913\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-05-04 22:45:22.000000+00:00\", \"2020-01-07 04:11:23.000000+00:00\", \"2023-03-10 22:37:55.000000+00:00\", \"2020-06-15 02:01:37.000000+00:00\", \"2021-04-25 23:32:17.000000+00:00\"], \"session_ids\": [\"73246478-9ea7-4b8e-9b15-1196193219cf\", \"b6cfb2ba-72e1-4f39-a656-22c5e17740af\", \"bd98baff-2da1-4c29-a979-68b8cfedb781\", \"b8cf995c-b5a3-42c6-bd06-3125e3ab0df5\", \"73a29457-dafc-4533-b9e8-8f1f042d4ab2\"], \"total_duration\": 68.0, \"total_sessions\": 5, \"mean_week_duration\": 0.391}, \"97821\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-08-18 01:59:21.000000+00:00\", \"2022-10-24 18:02:14.000000+00:00\", \"2020-10-10 17:55:38.000000+00:00\", \"2022-10-26 07:01:32.000000+00:00\", \"2019-10-28 04:24:37.000000+00:00\", \"2020-01-30 03:45:00.000000+00:00\", \"2021-05-07 17:07:59.000000+00:00\", \"2021-04-28 11:03:51.000000+00:00\", \"2019-04-14 23:05:05.000000+00:00\", \"2021-07-26 05:49:06.000000+00:00\"], \"session_ids\": [\"f400c7e7-cf84-44a8-bcc2-202282db1a74\", \"5e703ace-ef4e-47db-8984-42176c6b66ba\", \"2f21ebd6-5b16-4917-ada2-7d7949835325\", \"2059450f-81e5-4a33-857c-cfc1d3f3870e\", \"c8d3d5bf-7653-4bf7-ac09-eb2720c1cbe5\", \"4ea44c40-2720-4b93-91e8-174cb1d816b5\", \"8ec072b4-c753-42cd-bc32-b6615ecf84f5\", \"fe12d338-2990-4aa1-bfea-768944cf627b\", \"f2577b41-621d-4581-a9d6-0c8ff085a311\", \"4389f6f4-d9e4-426a-8752-e127582b7e1b\"], \"total_duration\": 877.0, \"total_sessions\": 10, \"mean_week_duration\": 4.741}, \"10783\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-04-03 23:17:42.000000+00:00\", \"2021-02-03 11:02:00.000000+00:00\", \"2022-08-19 06:17:51.000000+00:00\"], \"session_ids\": [\"276867e8-a187-45c7-8710-e769f0cbc293\", \"7fee1006-bc68-4edb-92f9-a5871c8fb3d3\", \"85328753-5f1a-41dd-9ea7-56eb992efb97\"], \"total_duration\": 77.0, \"total_sessions\": 3, \"mean_week_duration\": 0.951}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not Rome, Parare, San Salvador, Nassau, Toronto, San Jose"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Rome\", \"Paris\", \"San Salvador\", \"Nassau\", \"Toronto\", \"San Jose\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"75188\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-01-14 17:02:13.000000+00:00\", \"2022-10-29 23:05:43.000000+00:00\"], \"session_ids\": [\"f4e006d3-28c1-425c-b923-376a06218ee6\", \"eec1888f-7ec4-415a-9565-04ad77e59126\"], \"total_duration\": 219.0, \"total_sessions\": 2, \"mean_week_duration\": 5.214}, \"49775\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-12-23 10:38:58.000000+00:00\", \"2022-12-25 05:17:12.000000+00:00\", \"2020-02-12 08:04:13.000000+00:00\", \"2022-07-06 14:31:19.000000+00:00\", \"2021-11-04 06:17:01.000000+00:00\", \"2019-05-06 04:40:34.000000+00:00\"], \"session_ids\": [\"0f69071e-c33f-4210-8891-c9f1af31ec73\", \"3f7175b9-4cbd-4254-bf1c-2b81d84b5674\", \"6dee0c17-086d-4c95-86ce-25a6b400d589\", \"ae0824a8-f12d-484f-85a2-ecd1f915cba4\", \"50c2f6f9-bc61-4a66-8fa2-b3c6adb2eba0\", \"73d652e4-08f3-42b4-98d5-3e2f69762f6d\"], \"total_duration\": 1960.0, \"total_sessions\": 6, \"mean_week_duration\": 10.316}, \"56757\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-02-25 02:35:39.000000+00:00\", \"2019-05-14 00:17:07.000000+00:00\", \"2022-08-22 00:18:25.000000+00:00\"], \"session_ids\": [\"fc13ada0-e99b-43ad-8bfd-670dc67ac654\", \"a48444b1-28b8-472c-9712-bbd69146cc4a\", \"5650f7a1-7053-416c-aa15-c57b55862a6b\"], \"total_duration\": 75.0, \"total_sessions\": 3, \"mean_week_duration\": 0.439}, \"82376\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-03-24 09:59:32.000000+00:00\", \"2022-08-02 22:26:55.000000+00:00\", \"2021-12-05 09:28:16.000000+00:00\", \"2022-03-16 13:03:18.000000+00:00\"], \"session_ids\": [\"8d8457d5-603a-4c9d-84f3-dba1fe0bf053\", \"0588e47a-3753-480a-bb7a-a34044c34431\", \"ee5108f9-d176-4a4a-8e7a-1650d57fa017\", \"dfabfc45-af87-4c6e-a411-3f8d132fee30\"], \"total_duration\": 1178.0, \"total_sessions\": 4, \"mean_week_duration\": 33.657}, \"92928\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-18 03:11:25.000000+00:00\", \"2022-04-29 18:25:15.000000+00:00\", \"2019-07-03 02:12:58.000000+00:00\", \"2023-01-05 16:36:11.000000+00:00\"], \"session_ids\": [\"ef120866-13ff-4fd4-ba90-c5ac95525c2e\", \"eda91b11-cdb7-4ad3-bd9f-76d5b684cc21\", \"770e5086-216b-442a-aff4-fb9e24aba7b9\", \"9b53db37-4c64-401b-b905-571390e276dd\"], \"total_duration\": 1837.0, \"total_sessions\": 4, \"mean_week_duration\": 9.984}, \"93593\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-01-23 22:09:03.000000+00:00\", \"2019-04-25 05:34:14.000000+00:00\", \"2023-02-20 04:07:39.000000+00:00\", \"2022-09-27 16:52:47.000000+00:00\", \"2020-04-19 23:33:42.000000+00:00\", \"2021-06-07 09:55:25.000000+00:00\"], \"session_ids\": [\"16c8cd45-acd2-4093-a610-a025cf0d12f0\", \"bfd6101f-55b4-4625-a610-1c19fbd2ddaa\", \"665297b0-c6da-475a-aa02-6a23be9571a9\", \"77148552-061b-4f46-a499-ae9bb4411a1f\", \"cece7743-9657-40bd-9322-068155b6b2c1\", \"62f4d2e5-812d-4edf-9dea-cd9694045737\"], \"total_duration\": 5964.0, \"total_sessions\": 6, \"mean_week_duration\": 29.82}, \"6351\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2022-10-26 11:34:44.000000+00:00\", \"2020-06-15 21:26:40.000000+00:00\", \"2020-06-20 07:17:29.000000+00:00\"], \"session_ids\": [\"dce4edff-ad3c-41d7-901a-eda5a097dc81\", \"93c5f3cb-589e-4768-99f7-ec9858e6b70b\", \"a641748f-a83b-40d9-97c0-a1b6c5476e25\"], \"total_duration\": 315.0, \"total_sessions\": 3, \"mean_week_duration\": 2.54}, \"53913\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-05-04 22:45:22.000000+00:00\", \"2020-01-07 04:11:23.000000+00:00\", \"2023-03-10 22:37:55.000000+00:00\", \"2020-06-15 02:01:37.000000+00:00\", \"2021-04-25 23:32:17.000000+00:00\"], \"session_ids\": [\"73246478-9ea7-4b8e-9b15-1196193219cf\", \"b6cfb2ba-72e1-4f39-a656-22c5e17740af\", \"bd98baff-2da1-4c29-a979-68b8cfedb781\", \"b8cf995c-b5a3-42c6-bd06-3125e3ab0df5\", \"73a29457-dafc-4533-b9e8-8f1f042d4ab2\"], \"total_duration\": 68.0, \"total_sessions\": 5, \"mean_week_duration\": 0.391}, \"97821\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-08-18 01:59:21.000000+00:00\", \"2022-10-24 18:02:14.000000+00:00\", \"2020-10-10 17:55:38.000000+00:00\", \"2022-10-26 07:01:32.000000+00:00\", \"2019-10-28 04:24:37.000000+00:00\", \"2020-01-30 03:45:00.000000+00:00\", \"2021-05-07 17:07:59.000000+00:00\", \"2021-04-28 11:03:51.000000+00:00\", \"2019-04-14 23:05:05.000000+00:00\", \"2021-07-26 05:49:06.000000+00:00\"], \"session_ids\": [\"f400c7e7-cf84-44a8-bcc2-202282db1a74\", \"5e703ace-ef4e-47db-8984-42176c6b66ba\", \"2f21ebd6-5b16-4917-ada2-7d7949835325\", \"2059450f-81e5-4a33-857c-cfc1d3f3870e\", \"c8d3d5bf-7653-4bf7-ac09-eb2720c1cbe5\", \"4ea44c40-2720-4b93-91e8-174cb1d816b5\", \"8ec072b4-c753-42cd-bc32-b6615ecf84f5\", \"fe12d338-2990-4aa1-bfea-768944cf627b\", \"f2577b41-621d-4581-a9d6-0c8ff085a311\", \"4389f6f4-d9e4-426a-8752-e127582b7e1b\"], \"total_duration\": 877.0, \"total_sessions\": 10, \"mean_week_duration\": 4.741}, \"10783\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-04-03 23:17:42.000000+00:00\", \"2021-02-03 11:02:00.000000+00:00\", \"2022-08-19 06:17:51.000000+00:00\"], \"session_ids\": [\"276867e8-a187-45c7-8710-e769f0cbc293\", \"7fee1006-bc68-4edb-92f9-a5871c8fb3d3\", \"85328753-5f1a-41dd-9ea7-56eb992efb97\"], \"total_duration\": 77.0, \"total_sessions\": 3, \"mean_week_duration\": 0.951}}\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[{\"97821\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-08-18 01:59:21.000000+00:00\", \"2022-10-24 18:02:14.000000+00:00\", \"2020-10-10 17:55:38.000000+00:00\", \"2022-10-26 07:01:32.000000+00:00\", \"2019-10-28 04:24:37.000000+00:00\", \"2020-01-30 03:45:00.000000+00:00\", \"2021-05-07 17:07:59.000000+00:00\", \"2021-04-28 11:03:51.000000+00:00\", \"2019-04-14 23:05:05.000000+00:00\", \"2021-07-26 05:49:06.000000+00:00\"], \"session_ids\": [\"f400c7e7-cf84-44a8-bcc2-202282db1a74\", \"5e703ace-ef4e-47db-8984-42176c6b66ba\", \"2f21ebd6-5b16-4917-ada2-7d7949835325\", \"2059450f-81e5-4a33-857c-cfc1d3f3870e\", \"c8d3d5bf-7653-4bf7-ac09-eb2720c1cbe5\", \"4ea44c40-2720-4b93-91e8-174cb1d816b5\", \"8ec072b4-c753-42cd-bc32-b6615ecf84f5\", \"fe12d338-2990-4aa1-bfea-768944cf627b\", \"f2577b41-621d-4581-a9d6-0c8ff085a311\", \"4389f6f4-d9e4-426a-8752-e127582b7e1b\"], \"total_duration\": 877.0, \"total_sessions\": 10, \"mean_week_duration\": 4.741}}, {\"49775\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-12-23 10:38:58.000000+00:00\", \"2022-12-25 05:17:12.000000+00:00\", \"2020-02-12 08:04:13.000000+00:00\", \"2022-07-06 14:31:19.000000+00:00\", \"2021-11-04 06:17:01.000000+00:00\", \"2019-05-06 04:40:34.000000+00:00\"], \"session_ids\": [\"0f69071e-c33f-4210-8891-c9f1af31ec73\", \"3f7175b9-4cbd-4254-bf1c-2b81d84b5674\", \"6dee0c17-086d-4c95-86ce-25a6b400d589\", \"ae0824a8-f12d-484f-85a2-ecd1f915cba4\", \"50c2f6f9-bc61-4a66-8fa2-b3c6adb2eba0\", \"73d652e4-08f3-42b4-98d5-3e2f69762f6d\"], \"total_duration\": 1960.0, \"total_sessions\": 6, \"mean_week_duration\": 10.316}}, {\"93593\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-01-23 22:09:03.000000+00:00\", \"2019-04-25 05:34:14.000000+00:00\", \"2023-02-20 04:07:39.000000+00:00\", \"2022-09-27 16:52:47.000000+00:00\", \"2020-04-19 23:33:42.000000+00:00\", \"2021-06-07 09:55:25.000000+00:00\"], \"session_ids\": [\"16c8cd45-acd2-4093-a610-a025cf0d12f0\", \"bfd6101f-55b4-4625-a610-1c19fbd2ddaa\", \"665297b0-c6da-475a-aa02-6a23be9571a9\", \"77148552-061b-4f46-a499-ae9bb4411a1f\", \"cece7743-9657-40bd-9322-068155b6b2c1\", \"62f4d2e5-812d-4edf-9dea-cd9694045737\"], \"total_duration\": 5964.0, \"total_sessions\": 6, \"mean_week_duration\": 29.82}}, {\"53913\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-05-04 22:45:22.000000+00:00\", \"2020-01-07 04:11:23.000000+00:00\", \"2023-03-10 22:37:55.000000+00:00\", \"2020-06-15 02:01:37.000000+00:00\", \"2021-04-25 23:32:17.000000+00:00\"], \"session_ids\": [\"73246478-9ea7-4b8e-9b15-1196193219cf\", \"b6cfb2ba-72e1-4f39-a656-22c5e17740af\", \"bd98baff-2da1-4c29-a979-68b8cfedb781\", \"b8cf995c-b5a3-42c6-bd06-3125e3ab0df5\", \"73a29457-dafc-4533-b9e8-8f1f042d4ab2\"], \"total_duration\": 68.0, \"total_sessions\": 5, \"mean_week_duration\": 0.391}}, {\"82376\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-03-24 09:59:32.000000+00:00\", \"2022-08-02 22:26:55.000000+00:00\", \"2021-12-05 09:28:16.000000+00:00\", \"2022-03-16 13:03:18.000000+00:00\"], \"session_ids\": [\"8d8457d5-603a-4c9d-84f3-dba1fe0bf053\", \"0588e47a-3753-480a-bb7a-a34044c34431\", \"ee5108f9-d176-4a4a-8e7a-1650d57fa017\", \"dfabfc45-af87-4c6e-a411-3f8d132fee30\"], \"total_duration\": 1178.0, \"total_sessions\": 4, \"mean_week_duration\": 33.657}}, {\"92928\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-18 03:11:25.000000+00:00\", \"2022-04-29 18:25:15.000000+00:00\", \"2019-07-03 02:12:58.000000+00:00\", \"2023-01-05 16:36:11.000000+00:00\"], \"session_ids\": [\"ef120866-13ff-4fd4-ba90-c5ac95525c2e\", \"eda91b11-cdb7-4ad3-bd9f-76d5b684cc21\", \"770e5086-216b-442a-aff4-fb9e24aba7b9\", \"9b53db37-4c64-401b-b905-571390e276dd\"], \"total_duration\": 1837.0, \"total_sessions\": 4, \"mean_week_duration\": 9.984}}, {\"56757\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-02-25 02:35:39.000000+00:00\", \"2019-05-14 00:17:07.000000+00:00\", \"2022-08-22 00:18:25.000000+00:00\"], \"session_ids\": [\"fc13ada0-e99b-43ad-8bfd-670dc67ac654\", \"a48444b1-28b8-472c-9712-bbd69146cc4a\", \"5650f7a1-7053-416c-aa15-c57b55862a6b\"], \"total_duration\": 75.0, \"total_sessions\": 3, \"mean_week_duration\": 0.439}}, {\"6351\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2022-10-26 11:34:44.000000+00:00\", \"2020-06-15 21:26:40.000000+00:00\", \"2020-06-20 07:17:29.000000+00:00\"], \"session_ids\": [\"dce4edff-ad3c-41d7-901a-eda5a097dc81\", \"93c5f3cb-589e-4768-99f7-ec9858e6b70b\", \"a641748f-a83b-40d9-97c0-a1b6c5476e25\"], \"total_duration\": 315.0, \"total_sessions\": 3, \"mean_week_duration\": 2.54}}, {\"10783\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-04-03 23:17:42.000000+00:00\", \"2021-02-03 11:02:00.000000+00:00\", \"2022-08-19 06:17:51.000000+00:00\"], \"session_ids\": [\"276867e8-a187-45c7-8710-e769f0cbc293\", \"7fee1006-bc68-4edb-92f9-a5871c8fb3d3\", \"85328753-5f1a-41dd-9ea7-56eb992efb97\"], \"total_duration\": 77.0, \"total_sessions\": 3, \"mean_week_duration\": 0.951}}, {\"75188\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-01-14 17:02:13.000000+00:00\", \"2022-10-29 23:05:43.000000+00:00\"], \"session_ids\": [\"f4e006d3-28c1-425c-b923-376a06218ee6\", \"eec1888f-7ec4-415a-9565-04ad77e59126\"], \"total_duration\": 219.0, \"total_sessions\": 2, \"mean_week_duration\": 5.214}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"97821\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-08-18 01:59:21.000000+00:00\", \"2022-10-24 18:02:14.000000+00:00\", \"2020-10-10 17:55:38.000000+00:00\", \"2022-10-26 07:01:32.000000+00:00\", \"2019-10-28 04:24:37.000000+00:00\", \"2020-01-30 03:45:00.000000+00:00\", \"2021-05-07 17:07:59.000000+00:00\", \"2021-04-28 11:03:51.000000+00:00\", \"2019-04-14 23:05:05.000000+00:00\", \"2021-07-26 05:49:06.000000+00:00\"], \"session_ids\": [\"f400c7e7-cf84-44a8-bcc2-202282db1a74\", \"5e703ace-ef4e-47db-8984-42176c6b66ba\", \"2f21ebd6-5b16-4917-ada2-7d7949835325\", \"2059450f-81e5-4a33-857c-cfc1d3f3870e\", \"c8d3d5bf-7653-4bf7-ac09-eb2720c1cbe5\", \"4ea44c40-2720-4b93-91e8-174cb1d816b5\", \"8ec072b4-c753-42cd-bc32-b6615ecf84f5\", \"fe12d338-2990-4aa1-bfea-768944cf627b\", \"f2577b41-621d-4581-a9d6-0c8ff085a311\", \"4389f6f4-d9e4-426a-8752-e127582b7e1b\"], \"total_duration\": 877.0, \"total_sessions\": 10, \"mean_week_duration\": 4.741}}, {\"49775\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-12-23 10:38:58.000000+00:00\", \"2022-12-25 05:17:12.000000+00:00\", \"2020-02-12 08:04:13.000000+00:00\", \"2022-07-06 14:31:19.000000+00:00\", \"2021-11-04 06:17:01.000000+00:00\", \"2019-05-06 04:40:34.000000+00:00\"], \"session_ids\": [\"0f69071e-c33f-4210-8891-c9f1af31ec73\", \"3f7175b9-4cbd-4254-bf1c-2b81d84b5674\", \"6dee0c17-086d-4c95-86ce-25a6b400d589\", \"ae0824a8-f12d-484f-85a2-ecd1f915cba4\", \"50c2f6f9-bc61-4a66-8fa2-b3c6adb2eba0\", \"73d652e4-08f3-42b4-98d5-3e2f69762f6d\"], \"total_duration\": 1960.0, \"total_sessions\": 6, \"mean_week_duration\": 10.316}}]\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[{\"97821\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-08-18 01:59:21.000000+00:00\", \"2022-10-24 18:02:14.000000+00:00\", \"2020-10-10 17:55:38.000000+00:00\", \"2022-10-26 07:01:32.000000+00:00\", \"2019-10-28 04:24:37.000000+00:00\", \"2020-01-30 03:45:00.000000+00:00\", \"2021-05-07 17:07:59.000000+00:00\", \"2021-04-28 11:03:51.000000+00:00\", \"2019-04-14 23:05:05.000000+00:00\", \"2021-07-26 05:49:06.000000+00:00\"], \"session_ids\": [\"f400c7e7-cf84-44a8-bcc2-202282db1a74\", \"5e703ace-ef4e-47db-8984-42176c6b66ba\", \"2f21ebd6-5b16-4917-ada2-7d7949835325\", \"2059450f-81e5-4a33-857c-cfc1d3f3870e\", \"c8d3d5bf-7653-4bf7-ac09-eb2720c1cbe5\", \"4ea44c40-2720-4b93-91e8-174cb1d816b5\", \"8ec072b4-c753-42cd-bc32-b6615ecf84f5\", \"fe12d338-2990-4aa1-bfea-768944cf627b\", \"f2577b41-621d-4581-a9d6-0c8ff085a311\", \"4389f6f4-d9e4-426a-8752-e127582b7e1b\"], \"total_duration\": 877.0, \"total_sessions\": 10, \"mean_week_duration\": 4.741}}, {\"49775\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-12-23 10:38:58.000000+00:00\", \"2022-12-25 05:17:12.000000+00:00\", \"2020-02-12 08:04:13.000000+00:00\", \"2022-07-06 14:31:19.000000+00:00\", \"2021-11-04 06:17:01.000000+00:00\", \"2019-05-06 04:40:34.000000+00:00\"], \"session_ids\": [\"0f69071e-c33f-4210-8891-c9f1af31ec73\", \"3f7175b9-4cbd-4254-bf1c-2b81d84b5674\", \"6dee0c17-086d-4c95-86ce-25a6b400d589\", \"ae0824a8-f12d-484f-85a2-ecd1f915cba4\", \"50c2f6f9-bc61-4a66-8fa2-b3c6adb2eba0\", \"73d652e4-08f3-42b4-98d5-3e2f69762f6d\"], \"total_duration\": 1960.0, \"total_sessions\": 6, \"mean_week_duration\": 10.316}}]\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 8 users with a duration of sessions per week that is above 13 and below 45, exclusive both nums as well as put to use sorting by time using the app desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"36463\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-09-16 14:15:56.000000+00:00\", \"2022-08-10 17:03:40.000000+00:00\"], \"session_ids\": [\"15409353-6a61-4394-ba1d-e4aca7a5c881\", \"9b79448e-904e-49de-94a3-d3e1a989f58b\"], \"total_duration\": 293.0, \"total_sessions\": 2, \"mean_week_duration\": 48.833}, \"31166\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-06-13 21:26:04.000000+00:00\", \"2020-02-09 03:38:34.000000+00:00\"], \"session_ids\": [\"6e71c921-d4df-4569-8eab-5f6d433797a9\", \"c47923bc-b55b-4e3a-b4c6-20f0169e31fa\"], \"total_duration\": 238.0, \"total_sessions\": 2, \"mean_week_duration\": 3.4}, \"92837\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-12-11 23:24:47.000000+00:00\", \"2022-11-16 14:43:19.000000+00:00\"], \"session_ids\": [\"4f73a50e-976e-4420-9a0a-94e13e14609c\", \"3e3d5a20-31dd-4461-80fe-5b7414797b65\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 1.49}, \"74438\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-23 16:20:32.000000+00:00\", \"2020-07-14 02:22:40.000000+00:00\"], \"session_ids\": [\"e65e58d4-f84f-445b-adc2-4369f59a1db3\", \"8344c6b3-de1a-470f-9f26-ff436970508a\"], \"total_duration\": 250.0, \"total_sessions\": 2, \"mean_week_duration\": 31.25}, \"26632\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-02-15 22:20:57.000000+00:00\", \"2023-02-14 11:49:42.000000+00:00\"], \"session_ids\": [\"034b1d40-643f-4c62-8943-a9be76837b34\", \"f23c34e5-012c-487d-97e5-933261a0e20d\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 1.058}, \"57708\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-02-04 05:27:29.000000+00:00\", \"2022-07-31 18:11:20.000000+00:00\"], \"session_ids\": [\"905a683a-0750-4c30-a535-1be1b0c54ab3\", \"ded882ab-2404-4f0f-a555-dfe2ff6c4300\"], \"total_duration\": 219.0, \"total_sessions\": 2, \"mean_week_duration\": 8.111}, \"6878\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-06-14 20:52:02.000000+00:00\", \"2019-02-03 06:36:40.000000+00:00\"], \"session_ids\": [\"7d83cd63-06dd-43bb-bed3-a8a80cd91852\", \"e532fcb1-45dd-406c-bc6c-793181bb0133\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 1.045}, \"73689\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-05-21 16:40:40.000000+00:00\", \"2019-07-08 05:29:45.000000+00:00\", \"2022-11-10 14:47:18.000000+00:00\", \"2022-03-09 03:07:40.000000+00:00\", \"2021-02-24 20:02:40.000000+00:00\", \"2022-03-15 21:53:55.000000+00:00\", \"2022-02-24 17:54:11.000000+00:00\", \"2020-01-25 07:51:23.000000+00:00\", \"2020-01-13 21:02:00.000000+00:00\", \"2021-04-17 18:18:24.000000+00:00\", \"2022-07-26 19:41:26.000000+00:00\"], \"session_ids\": [\"801ec1e1-77fb-4aea-9709-42d064ca0503\", \"a1c8f04e-9123-4905-896b-edd324f6ffa2\", \"23da8709-1afb-4a38-bc55-0272f95135f5\", \"c90695be-7b11-4169-93f2-21266c14856b\", \"0e8a521d-a67d-4581-b098-4ac0cc7e3667\", \"1cef6f3f-5d70-45ec-8212-1b45819872b2\", \"dbd47337-42f4-4d24-b96e-22419505c5bf\", \"9c98e0a4-e988-4e12-a971-be75994ed508\", \"e30721d8-c825-4172-a739-c7fa85f8f926\", \"0fe4e29e-4e35-4580-a444-2aa7f77eb88f\", \"1337add7-89f8-4fe7-9c0e-69afa09dd468\"], \"total_duration\": 4566.0, \"total_sessions\": 11, \"mean_week_duration\": 26.091}, \"15961\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-09-23 19:35:04.000000+00:00\", \"2021-12-22 09:06:23.000000+00:00\"], \"session_ids\": [\"3b18b107-8581-46ec-ab33-3622619e9c10\", \"adc9adf4-7ea0-4b10-b6df-a17cc83445e4\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.475}, \"22166\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2020-07-24 17:47:51.000000+00:00\", \"2021-02-13 10:21:54.000000+00:00\", \"2021-10-19 12:40:25.000000+00:00\"], \"session_ids\": [\"0b7035d2-e74a-4657-905a-ec22deb3d63a\", \"3838c0b1-212d-4240-b4e6-130620913ecc\", \"df579cde-216a-41fd-87f2-6b10cdc0faac\"], \"total_duration\": 147.0, \"total_sessions\": 3, \"mean_week_duration\": 2.262}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are greater than 13 and are less than 45"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[13, 45]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"74438\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-23 16:20:32.000000+00:00\", \"2020-07-14 02:22:40.000000+00:00\"], \"session_ids\": [\"e65e58d4-f84f-445b-adc2-4369f59a1db3\", \"8344c6b3-de1a-470f-9f26-ff436970508a\"], \"total_duration\": 250.0, \"total_sessions\": 2, \"mean_week_duration\": 31.25}, \"73689\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-05-21 16:40:40.000000+00:00\", \"2019-07-08 05:29:45.000000+00:00\", \"2022-11-10 14:47:18.000000+00:00\", \"2022-03-09 03:07:40.000000+00:00\", \"2021-02-24 20:02:40.000000+00:00\", \"2022-03-15 21:53:55.000000+00:00\", \"2022-02-24 17:54:11.000000+00:00\", \"2020-01-25 07:51:23.000000+00:00\", \"2020-01-13 21:02:00.000000+00:00\", \"2021-04-17 18:18:24.000000+00:00\", \"2022-07-26 19:41:26.000000+00:00\"], \"session_ids\": [\"801ec1e1-77fb-4aea-9709-42d064ca0503\", \"a1c8f04e-9123-4905-896b-edd324f6ffa2\", \"23da8709-1afb-4a38-bc55-0272f95135f5\", \"c90695be-7b11-4169-93f2-21266c14856b\", \"0e8a521d-a67d-4581-b098-4ac0cc7e3667\", \"1cef6f3f-5d70-45ec-8212-1b45819872b2\", \"dbd47337-42f4-4d24-b96e-22419505c5bf\", \"9c98e0a4-e988-4e12-a971-be75994ed508\", \"e30721d8-c825-4172-a739-c7fa85f8f926\", \"0fe4e29e-4e35-4580-a444-2aa7f77eb88f\", \"1337add7-89f8-4fe7-9c0e-69afa09dd468\"], \"total_duration\": 4566.0, \"total_sessions\": 11, \"mean_week_duration\": 26.091}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by 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[{\"73689\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-05-21 16:40:40.000000+00:00\", \"2019-07-08 05:29:45.000000+00:00\", \"2022-11-10 14:47:18.000000+00:00\", \"2022-03-09 03:07:40.000000+00:00\", \"2021-02-24 20:02:40.000000+00:00\", \"2022-03-15 21:53:55.000000+00:00\", \"2022-02-24 17:54:11.000000+00:00\", \"2020-01-25 07:51:23.000000+00:00\", \"2020-01-13 21:02:00.000000+00:00\", \"2021-04-17 18:18:24.000000+00:00\", \"2022-07-26 19:41:26.000000+00:00\"], \"session_ids\": [\"801ec1e1-77fb-4aea-9709-42d064ca0503\", \"a1c8f04e-9123-4905-896b-edd324f6ffa2\", \"23da8709-1afb-4a38-bc55-0272f95135f5\", \"c90695be-7b11-4169-93f2-21266c14856b\", \"0e8a521d-a67d-4581-b098-4ac0cc7e3667\", \"1cef6f3f-5d70-45ec-8212-1b45819872b2\", \"dbd47337-42f4-4d24-b96e-22419505c5bf\", \"9c98e0a4-e988-4e12-a971-be75994ed508\", \"e30721d8-c825-4172-a739-c7fa85f8f926\", \"0fe4e29e-4e35-4580-a444-2aa7f77eb88f\", \"1337add7-89f8-4fe7-9c0e-69afa09dd468\"], \"total_duration\": 4566.0, \"total_sessions\": 11, \"mean_week_duration\": 26.091}}, {\"74438\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-23 16:20:32.000000+00:00\", \"2020-07-14 02:22:40.000000+00:00\"], \"session_ids\": [\"e65e58d4-f84f-445b-adc2-4369f59a1db3\", \"8344c6b3-de1a-470f-9f26-ff436970508a\"], \"total_duration\": 250.0, \"total_sessions\": 2, \"mean_week_duration\": 31.25}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 8 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"73689\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-05-21 16:40:40.000000+00:00\", \"2019-07-08 05:29:45.000000+00:00\", \"2022-11-10 14:47:18.000000+00:00\", \"2022-03-09 03:07:40.000000+00:00\", \"2021-02-24 20:02:40.000000+00:00\", \"2022-03-15 21:53:55.000000+00:00\", \"2022-02-24 17:54:11.000000+00:00\", \"2020-01-25 07:51:23.000000+00:00\", \"2020-01-13 21:02:00.000000+00:00\", \"2021-04-17 18:18:24.000000+00:00\", \"2022-07-26 19:41:26.000000+00:00\"], \"session_ids\": [\"801ec1e1-77fb-4aea-9709-42d064ca0503\", \"a1c8f04e-9123-4905-896b-edd324f6ffa2\", \"23da8709-1afb-4a38-bc55-0272f95135f5\", \"c90695be-7b11-4169-93f2-21266c14856b\", \"0e8a521d-a67d-4581-b098-4ac0cc7e3667\", \"1cef6f3f-5d70-45ec-8212-1b45819872b2\", \"dbd47337-42f4-4d24-b96e-22419505c5bf\", \"9c98e0a4-e988-4e12-a971-be75994ed508\", \"e30721d8-c825-4172-a739-c7fa85f8f926\", \"0fe4e29e-4e35-4580-a444-2aa7f77eb88f\", \"1337add7-89f8-4fe7-9c0e-69afa09dd468\"], \"total_duration\": 4566.0, \"total_sessions\": 11, \"mean_week_duration\": 26.091}}, {\"74438\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-23 16:20:32.000000+00:00\", \"2020-07-14 02:22:40.000000+00:00\"], \"session_ids\": [\"e65e58d4-f84f-445b-adc2-4369f59a1db3\", \"8344c6b3-de1a-470f-9f26-ff436970508a\"], \"total_duration\": 250.0, \"total_sessions\": 2, \"mean_week_duration\": 31.25}}]\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[{\"73689\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-05-21 16:40:40.000000+00:00\", \"2019-07-08 05:29:45.000000+00:00\", \"2022-11-10 14:47:18.000000+00:00\", \"2022-03-09 03:07:40.000000+00:00\", \"2021-02-24 20:02:40.000000+00:00\", \"2022-03-15 21:53:55.000000+00:00\", \"2022-02-24 17:54:11.000000+00:00\", \"2020-01-25 07:51:23.000000+00:00\", \"2020-01-13 21:02:00.000000+00:00\", \"2021-04-17 18:18:24.000000+00:00\", \"2022-07-26 19:41:26.000000+00:00\"], \"session_ids\": [\"801ec1e1-77fb-4aea-9709-42d064ca0503\", \"a1c8f04e-9123-4905-896b-edd324f6ffa2\", \"23da8709-1afb-4a38-bc55-0272f95135f5\", \"c90695be-7b11-4169-93f2-21266c14856b\", \"0e8a521d-a67d-4581-b098-4ac0cc7e3667\", \"1cef6f3f-5d70-45ec-8212-1b45819872b2\", \"dbd47337-42f4-4d24-b96e-22419505c5bf\", \"9c98e0a4-e988-4e12-a971-be75994ed508\", \"e30721d8-c825-4172-a739-c7fa85f8f926\", \"0fe4e29e-4e35-4580-a444-2aa7f77eb88f\", \"1337add7-89f8-4fe7-9c0e-69afa09dd468\"], \"total_duration\": 4566.0, \"total_sessions\": 11, \"mean_week_duration\": 26.091}}, {\"74438\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-23 16:20:32.000000+00:00\", \"2020-07-14 02:22:40.000000+00:00\"], \"session_ids\": [\"e65e58d4-f84f-445b-adc2-4369f59a1db3\", \"8344c6b3-de1a-470f-9f26-ff436970508a\"], \"total_duration\": 250.0, \"total_sessions\": 2, \"mean_week_duration\": 31.25}}]\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 number of sessions is less than 3 and greater than 5 additionaly carry out sorting by overall duration of sessions per week asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"77015\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-05-25 04:55:30.000000+00:00\", \"2019-08-29 14:09:07.000000+00:00\", \"2023-01-11 15:10:05.000000+00:00\", \"2022-04-15 14:29:23.000000+00:00\", \"2023-02-21 06:30:00.000000+00:00\"], \"session_ids\": [\"3a776278-3dff-45fe-a97c-f46c262eb971\", \"387377fb-1642-42ff-bd72-7be6788b310f\", \"6888b917-5346-4877-a42d-8eecf71edbf8\", \"e52cc0ad-7813-4c96-ae30-1d0c8dce3995\", \"997aec48-79e1-4c04-b532-f4f90efaac86\"], \"total_duration\": 2079.0, \"total_sessions\": 5, \"mean_week_duration\": 11.423}, \"71113\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-01-06 05:36:08.000000+00:00\", \"2020-07-29 15:51:44.000000+00:00\", \"2023-06-11 01:52:57.000000+00:00\", \"2022-08-19 02:40:16.000000+00:00\", \"2020-09-25 09:28:26.000000+00:00\", \"2020-12-16 20:41:56.000000+00:00\", \"2019-11-28 15:26:30.000000+00:00\", \"2022-01-13 14:40:16.000000+00:00\"], \"session_ids\": [\"7e45c63e-237c-48c6-beac-e81d99964dff\", \"38de7942-f0fd-4d19-b872-1c1176a50cd8\", \"8cf94332-6e00-4b17-a10c-ccb3640252f4\", \"8ec32120-7090-4f13-9eb1-503771363d0e\", \"109294bf-8604-40a3-af0c-7da063cc3114\", \"7b14633b-d55a-46dc-bc4d-aa261d1c97e3\", \"41d85c6b-2b56-4207-9653-458cd302f56b\", \"991abaae-7659-4634-a614-7704edcda1a7\"], \"total_duration\": 10917.0, \"total_sessions\": 8, \"mean_week_duration\": 59.011}, \"33179\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-05-23 04:37:13.000000+00:00\", \"2023-03-17 04:35:10.000000+00:00\"], \"session_ids\": [\"ce7c4d7c-9b68-4a54-90ed-16b8f368e0b0\", \"b21c2387-55e2-4658-83dd-9008b28e10ed\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 25.9}, \"56732\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-07-08 13:33:50.000000+00:00\", \"2022-01-06 01:14:36.000000+00:00\"], \"session_ids\": [\"049c2892-0f88-4eca-bb3b-90320dac995b\", \"94669818-b6cb-43e3-b1ee-76f3d65882f9\"], \"total_duration\": 369.0, \"total_sessions\": 2, \"mean_week_duration\": 14.192}, \"17489\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-10-31 20:03:49.000000+00:00\", \"2021-05-03 22:55:50.000000+00:00\", \"2019-10-13 21:17:50.000000+00:00\"], \"session_ids\": [\"32fd0b13-8294-409b-9cc3-e6eeb385eacc\", \"01c04357-4a14-41c2-8001-5a5b12d4ad90\", \"0af3966a-408c-4491-b305-9af050d4b5d3\"], \"total_duration\": 255.0, \"total_sessions\": 3, \"mean_week_duration\": 2.383}, \"63809\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-03-25 12:52:58.000000+00:00\", \"2020-07-03 20:21:28.000000+00:00\", \"2021-08-11 21:17:46.000000+00:00\", \"2020-04-23 13:35:21.000000+00:00\", \"2021-12-05 21:15:54.000000+00:00\", \"2020-03-14 05:12:04.000000+00:00\", \"2023-05-24 17:42:07.000000+00:00\"], \"session_ids\": [\"0ba64da0-571e-499f-b0c5-17b78750a3bd\", \"ee94a5de-c73c-4913-9171-12e0eb2a1ec7\", \"fd2f0273-e4fc-4535-aa60-3339ddbc59f7\", \"3cffd353-cb5b-40d3-8078-a6bc40db1c7d\", \"e9bf2344-5cbe-44a4-902c-9253268608c7\", \"6b744673-56da-43ee-b7e4-ea5765ef112f\", \"cbaf58cb-bd06-446e-a4d3-6361e7baf9bb\"], \"total_duration\": 1442.0, \"total_sessions\": 7, \"mean_week_duration\": 8.635}, \"91949\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-09-25 11:06:59.000000+00:00\", \"2020-02-25 22:47:47.000000+00:00\", \"2022-09-06 05:17:13.000000+00:00\", \"2023-04-02 06:21:05.000000+00:00\", \"2020-05-22 17:15:12.000000+00:00\", \"2023-03-02 08:15:41.000000+00:00\", \"2019-01-25 18:58:39.000000+00:00\"], \"session_ids\": [\"564f7487-4c95-4c04-9697-83a24aa3e594\", \"ebb80f02-983c-444e-a474-d4e7f3e72023\", \"c312463e-7160-45ed-b729-ec9773ddfbf9\", \"a1e80508-e7f5-4ca6-8b99-1fc35b40ed47\", \"a943600c-e43d-4b46-83d6-e5feb3796a2b\", \"f65a2d1b-49ae-4b91-935b-225f618d48a3\", \"865e8a2e-44e2-4a41-875b-48af61042b8e\"], \"total_duration\": 8254.0, \"total_sessions\": 7, \"mean_week_duration\": 37.689}, \"40289\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-12-26 00:30:10.000000+00:00\", \"2019-05-19 14:06:28.000000+00:00\"], \"session_ids\": [\"10932f1e-2c31-4107-8299-82b2d5f3c3a7\", \"a3ae399a-67dd-430b-b8cb-934f513753a4\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 1.941}, \"75471\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-09-22 02:41:17.000000+00:00\", \"2020-05-19 13:48:17.000000+00:00\"], \"session_ids\": [\"e78d5c4f-de4b-46a9-87bb-0791639966c9\", \"9cd7f89f-52c3-4e4e-bbf8-e3837c026432\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 3.722}, \"74759\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-02-27 07:21:53.000000+00:00\", \"2019-01-20 17:08:00.000000+00:00\"], \"session_ids\": [\"cb1e6026-5431-46ad-acb4-b72b43636de5\", \"7806095f-2614-4e2d-96bc-265494deac7a\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 0.607}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or less than 3 and are equal or greater than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\", \">=\"]]}, \"all_values\": {\"total_sessions\": [[3, 5]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"33179\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-05-23 04:37:13.000000+00:00\", \"2023-03-17 04:35:10.000000+00:00\"], \"session_ids\": [\"ce7c4d7c-9b68-4a54-90ed-16b8f368e0b0\", \"b21c2387-55e2-4658-83dd-9008b28e10ed\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 25.9}, \"56732\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-07-08 13:33:50.000000+00:00\", \"2022-01-06 01:14:36.000000+00:00\"], \"session_ids\": [\"049c2892-0f88-4eca-bb3b-90320dac995b\", \"94669818-b6cb-43e3-b1ee-76f3d65882f9\"], \"total_duration\": 369.0, \"total_sessions\": 2, \"mean_week_duration\": 14.192}, \"17489\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-10-31 20:03:49.000000+00:00\", \"2021-05-03 22:55:50.000000+00:00\", \"2019-10-13 21:17:50.000000+00:00\"], \"session_ids\": [\"32fd0b13-8294-409b-9cc3-e6eeb385eacc\", \"01c04357-4a14-41c2-8001-5a5b12d4ad90\", \"0af3966a-408c-4491-b305-9af050d4b5d3\"], \"total_duration\": 255.0, \"total_sessions\": 3, \"mean_week_duration\": 2.383}, \"40289\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-12-26 00:30:10.000000+00:00\", \"2019-05-19 14:06:28.000000+00:00\"], \"session_ids\": [\"10932f1e-2c31-4107-8299-82b2d5f3c3a7\", \"a3ae399a-67dd-430b-b8cb-934f513753a4\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 1.941}, \"75471\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-09-22 02:41:17.000000+00:00\", \"2020-05-19 13:48:17.000000+00:00\"], \"session_ids\": [\"e78d5c4f-de4b-46a9-87bb-0791639966c9\", \"9cd7f89f-52c3-4e4e-bbf8-e3837c026432\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 3.722}, \"74759\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-02-27 07:21:53.000000+00:00\", \"2019-01-20 17:08:00.000000+00:00\"], \"session_ids\": [\"cb1e6026-5431-46ad-acb4-b72b43636de5\", \"7806095f-2614-4e2d-96bc-265494deac7a\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 0.607}, \"77015\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-05-25 04:55:30.000000+00:00\", \"2019-08-29 14:09:07.000000+00:00\", \"2023-01-11 15:10:05.000000+00:00\", \"2022-04-15 14:29:23.000000+00:00\", \"2023-02-21 06:30:00.000000+00:00\"], \"session_ids\": [\"3a776278-3dff-45fe-a97c-f46c262eb971\", \"387377fb-1642-42ff-bd72-7be6788b310f\", \"6888b917-5346-4877-a42d-8eecf71edbf8\", \"e52cc0ad-7813-4c96-ae30-1d0c8dce3995\", \"997aec48-79e1-4c04-b532-f4f90efaac86\"], \"total_duration\": 2079.0, \"total_sessions\": 5, \"mean_week_duration\": 11.423}, \"71113\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-01-06 05:36:08.000000+00:00\", \"2020-07-29 15:51:44.000000+00:00\", \"2023-06-11 01:52:57.000000+00:00\", \"2022-08-19 02:40:16.000000+00:00\", \"2020-09-25 09:28:26.000000+00:00\", \"2020-12-16 20:41:56.000000+00:00\", \"2019-11-28 15:26:30.000000+00:00\", \"2022-01-13 14:40:16.000000+00:00\"], \"session_ids\": [\"7e45c63e-237c-48c6-beac-e81d99964dff\", \"38de7942-f0fd-4d19-b872-1c1176a50cd8\", \"8cf94332-6e00-4b17-a10c-ccb3640252f4\", \"8ec32120-7090-4f13-9eb1-503771363d0e\", \"109294bf-8604-40a3-af0c-7da063cc3114\", \"7b14633b-d55a-46dc-bc4d-aa261d1c97e3\", \"41d85c6b-2b56-4207-9653-458cd302f56b\", \"991abaae-7659-4634-a614-7704edcda1a7\"], \"total_duration\": 10917.0, \"total_sessions\": 8, \"mean_week_duration\": 59.011}, \"63809\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-03-25 12:52:58.000000+00:00\", \"2020-07-03 20:21:28.000000+00:00\", \"2021-08-11 21:17:46.000000+00:00\", \"2020-04-23 13:35:21.000000+00:00\", \"2021-12-05 21:15:54.000000+00:00\", \"2020-03-14 05:12:04.000000+00:00\", \"2023-05-24 17:42:07.000000+00:00\"], \"session_ids\": [\"0ba64da0-571e-499f-b0c5-17b78750a3bd\", \"ee94a5de-c73c-4913-9171-12e0eb2a1ec7\", \"fd2f0273-e4fc-4535-aa60-3339ddbc59f7\", \"3cffd353-cb5b-40d3-8078-a6bc40db1c7d\", \"e9bf2344-5cbe-44a4-902c-9253268608c7\", \"6b744673-56da-43ee-b7e4-ea5765ef112f\", \"cbaf58cb-bd06-446e-a4d3-6361e7baf9bb\"], \"total_duration\": 1442.0, \"total_sessions\": 7, \"mean_week_duration\": 8.635}, \"91949\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-09-25 11:06:59.000000+00:00\", \"2020-02-25 22:47:47.000000+00:00\", \"2022-09-06 05:17:13.000000+00:00\", \"2023-04-02 06:21:05.000000+00:00\", \"2020-05-22 17:15:12.000000+00:00\", \"2023-03-02 08:15:41.000000+00:00\", \"2019-01-25 18:58:39.000000+00:00\"], \"session_ids\": [\"564f7487-4c95-4c04-9697-83a24aa3e594\", \"ebb80f02-983c-444e-a474-d4e7f3e72023\", \"c312463e-7160-45ed-b729-ec9773ddfbf9\", \"a1e80508-e7f5-4ca6-8b99-1fc35b40ed47\", \"a943600c-e43d-4b46-83d6-e5feb3796a2b\", \"f65a2d1b-49ae-4b91-935b-225f618d48a3\", \"865e8a2e-44e2-4a41-875b-48af61042b8e\"], \"total_duration\": 8254.0, \"total_sessions\": 7, \"mean_week_duration\": 37.689}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"74759\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-02-27 07:21:53.000000+00:00\", \"2019-01-20 17:08:00.000000+00:00\"], \"session_ids\": [\"cb1e6026-5431-46ad-acb4-b72b43636de5\", \"7806095f-2614-4e2d-96bc-265494deac7a\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 0.607}}, {\"40289\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-12-26 00:30:10.000000+00:00\", \"2019-05-19 14:06:28.000000+00:00\"], \"session_ids\": [\"10932f1e-2c31-4107-8299-82b2d5f3c3a7\", \"a3ae399a-67dd-430b-b8cb-934f513753a4\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 1.941}}, {\"17489\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-10-31 20:03:49.000000+00:00\", \"2021-05-03 22:55:50.000000+00:00\", \"2019-10-13 21:17:50.000000+00:00\"], \"session_ids\": [\"32fd0b13-8294-409b-9cc3-e6eeb385eacc\", \"01c04357-4a14-41c2-8001-5a5b12d4ad90\", \"0af3966a-408c-4491-b305-9af050d4b5d3\"], \"total_duration\": 255.0, \"total_sessions\": 3, \"mean_week_duration\": 2.383}}, {\"75471\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-09-22 02:41:17.000000+00:00\", \"2020-05-19 13:48:17.000000+00:00\"], \"session_ids\": [\"e78d5c4f-de4b-46a9-87bb-0791639966c9\", \"9cd7f89f-52c3-4e4e-bbf8-e3837c026432\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 3.722}}, {\"63809\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-03-25 12:52:58.000000+00:00\", \"2020-07-03 20:21:28.000000+00:00\", \"2021-08-11 21:17:46.000000+00:00\", \"2020-04-23 13:35:21.000000+00:00\", \"2021-12-05 21:15:54.000000+00:00\", \"2020-03-14 05:12:04.000000+00:00\", \"2023-05-24 17:42:07.000000+00:00\"], \"session_ids\": [\"0ba64da0-571e-499f-b0c5-17b78750a3bd\", \"ee94a5de-c73c-4913-9171-12e0eb2a1ec7\", \"fd2f0273-e4fc-4535-aa60-3339ddbc59f7\", \"3cffd353-cb5b-40d3-8078-a6bc40db1c7d\", \"e9bf2344-5cbe-44a4-902c-9253268608c7\", \"6b744673-56da-43ee-b7e4-ea5765ef112f\", \"cbaf58cb-bd06-446e-a4d3-6361e7baf9bb\"], \"total_duration\": 1442.0, \"total_sessions\": 7, \"mean_week_duration\": 8.635}}, {\"77015\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-05-25 04:55:30.000000+00:00\", \"2019-08-29 14:09:07.000000+00:00\", \"2023-01-11 15:10:05.000000+00:00\", \"2022-04-15 14:29:23.000000+00:00\", \"2023-02-21 06:30:00.000000+00:00\"], \"session_ids\": [\"3a776278-3dff-45fe-a97c-f46c262eb971\", \"387377fb-1642-42ff-bd72-7be6788b310f\", \"6888b917-5346-4877-a42d-8eecf71edbf8\", \"e52cc0ad-7813-4c96-ae30-1d0c8dce3995\", \"997aec48-79e1-4c04-b532-f4f90efaac86\"], \"total_duration\": 2079.0, \"total_sessions\": 5, \"mean_week_duration\": 11.423}}, {\"56732\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-07-08 13:33:50.000000+00:00\", \"2022-01-06 01:14:36.000000+00:00\"], \"session_ids\": [\"049c2892-0f88-4eca-bb3b-90320dac995b\", \"94669818-b6cb-43e3-b1ee-76f3d65882f9\"], \"total_duration\": 369.0, \"total_sessions\": 2, \"mean_week_duration\": 14.192}}, {\"33179\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-05-23 04:37:13.000000+00:00\", \"2023-03-17 04:35:10.000000+00:00\"], \"session_ids\": [\"ce7c4d7c-9b68-4a54-90ed-16b8f368e0b0\", \"b21c2387-55e2-4658-83dd-9008b28e10ed\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 25.9}}, {\"91949\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-09-25 11:06:59.000000+00:00\", \"2020-02-25 22:47:47.000000+00:00\", \"2022-09-06 05:17:13.000000+00:00\", \"2023-04-02 06:21:05.000000+00:00\", \"2020-05-22 17:15:12.000000+00:00\", \"2023-03-02 08:15:41.000000+00:00\", \"2019-01-25 18:58:39.000000+00:00\"], \"session_ids\": [\"564f7487-4c95-4c04-9697-83a24aa3e594\", \"ebb80f02-983c-444e-a474-d4e7f3e72023\", \"c312463e-7160-45ed-b729-ec9773ddfbf9\", \"a1e80508-e7f5-4ca6-8b99-1fc35b40ed47\", \"a943600c-e43d-4b46-83d6-e5feb3796a2b\", \"f65a2d1b-49ae-4b91-935b-225f618d48a3\", \"865e8a2e-44e2-4a41-875b-48af61042b8e\"], \"total_duration\": 8254.0, \"total_sessions\": 7, \"mean_week_duration\": 37.689}}, {\"71113\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-01-06 05:36:08.000000+00:00\", \"2020-07-29 15:51:44.000000+00:00\", \"2023-06-11 01:52:57.000000+00:00\", \"2022-08-19 02:40:16.000000+00:00\", \"2020-09-25 09:28:26.000000+00:00\", \"2020-12-16 20:41:56.000000+00:00\", \"2019-11-28 15:26:30.000000+00:00\", \"2022-01-13 14:40:16.000000+00:00\"], \"session_ids\": [\"7e45c63e-237c-48c6-beac-e81d99964dff\", \"38de7942-f0fd-4d19-b872-1c1176a50cd8\", \"8cf94332-6e00-4b17-a10c-ccb3640252f4\", \"8ec32120-7090-4f13-9eb1-503771363d0e\", \"109294bf-8604-40a3-af0c-7da063cc3114\", \"7b14633b-d55a-46dc-bc4d-aa261d1c97e3\", \"41d85c6b-2b56-4207-9653-458cd302f56b\", \"991abaae-7659-4634-a614-7704edcda1a7\"], \"total_duration\": 10917.0, \"total_sessions\": 8, \"mean_week_duration\": 59.011}}]\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[{\"74759\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-02-27 07:21:53.000000+00:00\", \"2019-01-20 17:08:00.000000+00:00\"], \"session_ids\": [\"cb1e6026-5431-46ad-acb4-b72b43636de5\", \"7806095f-2614-4e2d-96bc-265494deac7a\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 0.607}}]\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[{\"74759\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-02-27 07:21:53.000000+00:00\", \"2019-01-20 17:08:00.000000+00:00\"], \"session_ids\": [\"cb1e6026-5431-46ad-acb4-b72b43636de5\", \"7806095f-2614-4e2d-96bc-265494deac7a\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 0.607}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide insights into 8 users who aren't folks of cities Tokyo, Kingston, Vienna, Stockholm and in addition apply sorting by app usage time per week decliningly."
}
] |
[
{
"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{\"21132\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-05-21 05:58:12.000000+00:00\", \"2021-09-09 19:22:39.000000+00:00\", \"2020-08-12 13:22:52.000000+00:00\", \"2020-07-01 19:42:30.000000+00:00\", \"2019-01-03 00:37:31.000000+00:00\"], \"session_ids\": [\"04e22624-9966-4d1c-a13f-e64004ae284c\", \"7276a2b2-df87-495a-a601-e70bb4f4418e\", \"235b4be7-af1b-4679-b289-f64e95c219af\", \"4fb5a706-2180-4e4d-98ed-d096a79a5ace\", \"a781faad-b0c6-4ee6-9720-d32a2627233f\"], \"total_duration\": 979.0, \"total_sessions\": 5, \"mean_week_duration\": 6.993}, \"96989\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-04-16 02:43:53.000000+00:00\", \"2020-08-09 05:09:07.000000+00:00\", \"2019-09-26 06:45:59.000000+00:00\", \"2019-10-20 06:50:19.000000+00:00\"], \"session_ids\": [\"f592ecf7-c65b-4a48-8845-349918ba8c41\", \"9067cbf2-c39a-41e2-8ed2-6e5870243228\", \"2d82c219-f61a-4179-827c-3c3f9484df01\", \"a1b3eca2-39d3-4575-a736-7b69259be954\"], \"total_duration\": 336.0, \"total_sessions\": 4, \"mean_week_duration\": 2.507}, \"81663\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-08 10:17:27.000000+00:00\", \"2019-12-10 05:37:33.000000+00:00\", \"2022-07-21 11:45:08.000000+00:00\"], \"session_ids\": [\"4a346b54-40e6-4236-9cbf-fa809b21dab0\", \"77a6d277-dcab-4e9b-ba4c-f2c65e5835b6\", \"bbdffd51-fdd5-41a2-b574-b504bca40298\"], \"total_duration\": 618.0, \"total_sessions\": 3, \"mean_week_duration\": 4.511}, \"76215\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-03-12 18:09:13.000000+00:00\", \"2020-02-01 17:03:10.000000+00:00\"], \"session_ids\": [\"4ffc45f1-2adb-42d1-8cfd-59d011f2bbc8\", \"ff48a4c7-1b82-4228-909d-901e55594765\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 1.085}, \"68656\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-16 01:41:10.000000+00:00\", \"2019-01-20 16:10:31.000000+00:00\", \"2022-04-29 10:22:46.000000+00:00\"], \"session_ids\": [\"7001a0e9-bdfa-442e-9696-75f7957358b4\", \"6747ddaf-f947-4de2-9451-9c824c7c4658\", \"62beea9e-bb35-4519-a93c-73b136371730\"], \"total_duration\": 582.0, \"total_sessions\": 3, \"mean_week_duration\": 3.404}, \"84614\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-05-02 13:58:02.000000+00:00\", \"2019-06-13 07:36:06.000000+00:00\"], \"session_ids\": [\"dd66e6e9-4ab4-47aa-9851-2c505c5020fe\", \"df40a545-2293-4297-abf7-1d70bb2c35d5\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 2.949}, \"68389\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-11-03 07:39:53.000000+00:00\", \"2021-05-16 12:20:30.000000+00:00\"], \"session_ids\": [\"61603ad8-6a33-44b3-b0ff-745ef1b02ca3\", \"2538c225-2fe6-4608-8362-929831b7ca95\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 5.571}, \"35612\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-10-27 08:20:12.000000+00:00\", \"2020-12-13 17:57:44.000000+00:00\"], \"session_ids\": [\"43b6a394-a0b7-4253-8a97-aae26a58d361\", \"ce9aac02-abe9-4890-9f79-f92c30ee5e4a\"], \"total_duration\": 392.0, \"total_sessions\": 2, \"mean_week_duration\": 8.522}, \"61720\": {\"keyflows\": {\"Sign In Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-28 05:48:07.000000+00:00\", \"2021-01-01 20:27:47.000000+00:00\"], \"session_ids\": [\"4ad28959-4eff-4ddb-a61f-74750dd026e3\", \"553d3676-038f-4a08-aa33-86a77774d506\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 8.692}, \"47937\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-04-25 05:30:04.000000+00:00\", \"2020-01-18 19:36:35.000000+00:00\", \"2020-07-19 19:50:43.000000+00:00\"], \"session_ids\": [\"1d226a17-684b-47fa-a933-0703cb5d7eb0\", \"148829f2-f544-4dd8-b683-1021c996fca6\", \"9847643e-f716-4b7a-879a-3a4c7738cea1\"], \"total_duration\": 234.0, \"total_sessions\": 3, \"mean_week_duration\": 8.667}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Tokyo, Kingston, Vienna, Stockholm"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Tokyo\", \"Kingston\", \"Vienna\", \"Stockholm\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"21132\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-05-21 05:58:12.000000+00:00\", \"2021-09-09 19:22:39.000000+00:00\", \"2020-08-12 13:22:52.000000+00:00\", \"2020-07-01 19:42:30.000000+00:00\", \"2019-01-03 00:37:31.000000+00:00\"], \"session_ids\": [\"04e22624-9966-4d1c-a13f-e64004ae284c\", \"7276a2b2-df87-495a-a601-e70bb4f4418e\", \"235b4be7-af1b-4679-b289-f64e95c219af\", \"4fb5a706-2180-4e4d-98ed-d096a79a5ace\", \"a781faad-b0c6-4ee6-9720-d32a2627233f\"], \"total_duration\": 979.0, \"total_sessions\": 5, \"mean_week_duration\": 6.993}, \"96989\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-04-16 02:43:53.000000+00:00\", \"2020-08-09 05:09:07.000000+00:00\", \"2019-09-26 06:45:59.000000+00:00\", \"2019-10-20 06:50:19.000000+00:00\"], \"session_ids\": [\"f592ecf7-c65b-4a48-8845-349918ba8c41\", \"9067cbf2-c39a-41e2-8ed2-6e5870243228\", \"2d82c219-f61a-4179-827c-3c3f9484df01\", \"a1b3eca2-39d3-4575-a736-7b69259be954\"], \"total_duration\": 336.0, \"total_sessions\": 4, \"mean_week_duration\": 2.507}, \"81663\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-08 10:17:27.000000+00:00\", \"2019-12-10 05:37:33.000000+00:00\", \"2022-07-21 11:45:08.000000+00:00\"], \"session_ids\": [\"4a346b54-40e6-4236-9cbf-fa809b21dab0\", \"77a6d277-dcab-4e9b-ba4c-f2c65e5835b6\", \"bbdffd51-fdd5-41a2-b574-b504bca40298\"], \"total_duration\": 618.0, \"total_sessions\": 3, \"mean_week_duration\": 4.511}, \"76215\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-03-12 18:09:13.000000+00:00\", \"2020-02-01 17:03:10.000000+00:00\"], \"session_ids\": [\"4ffc45f1-2adb-42d1-8cfd-59d011f2bbc8\", \"ff48a4c7-1b82-4228-909d-901e55594765\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 1.085}, \"68656\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-16 01:41:10.000000+00:00\", \"2019-01-20 16:10:31.000000+00:00\", \"2022-04-29 10:22:46.000000+00:00\"], \"session_ids\": [\"7001a0e9-bdfa-442e-9696-75f7957358b4\", \"6747ddaf-f947-4de2-9451-9c824c7c4658\", \"62beea9e-bb35-4519-a93c-73b136371730\"], \"total_duration\": 582.0, \"total_sessions\": 3, \"mean_week_duration\": 3.404}, \"68389\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-11-03 07:39:53.000000+00:00\", \"2021-05-16 12:20:30.000000+00:00\"], \"session_ids\": [\"61603ad8-6a33-44b3-b0ff-745ef1b02ca3\", \"2538c225-2fe6-4608-8362-929831b7ca95\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 5.571}, \"35612\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-10-27 08:20:12.000000+00:00\", \"2020-12-13 17:57:44.000000+00:00\"], \"session_ids\": [\"43b6a394-a0b7-4253-8a97-aae26a58d361\", \"ce9aac02-abe9-4890-9f79-f92c30ee5e4a\"], \"total_duration\": 392.0, \"total_sessions\": 2, \"mean_week_duration\": 8.522}, \"61720\": {\"keyflows\": {\"Sign In Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-28 05:48:07.000000+00:00\", \"2021-01-01 20:27:47.000000+00:00\"], \"session_ids\": [\"4ad28959-4eff-4ddb-a61f-74750dd026e3\", \"553d3676-038f-4a08-aa33-86a77774d506\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 8.692}, \"47937\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-04-25 05:30:04.000000+00:00\", \"2020-01-18 19:36:35.000000+00:00\", \"2020-07-19 19:50:43.000000+00:00\"], \"session_ids\": [\"1d226a17-684b-47fa-a933-0703cb5d7eb0\", \"148829f2-f544-4dd8-b683-1021c996fca6\", \"9847643e-f716-4b7a-879a-3a4c7738cea1\"], \"total_duration\": 234.0, \"total_sessions\": 3, \"mean_week_duration\": 8.667}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"61720\": {\"keyflows\": {\"Sign In Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-28 05:48:07.000000+00:00\", \"2021-01-01 20:27:47.000000+00:00\"], \"session_ids\": [\"4ad28959-4eff-4ddb-a61f-74750dd026e3\", \"553d3676-038f-4a08-aa33-86a77774d506\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 8.692}}, {\"47937\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-04-25 05:30:04.000000+00:00\", \"2020-01-18 19:36:35.000000+00:00\", \"2020-07-19 19:50:43.000000+00:00\"], \"session_ids\": [\"1d226a17-684b-47fa-a933-0703cb5d7eb0\", \"148829f2-f544-4dd8-b683-1021c996fca6\", \"9847643e-f716-4b7a-879a-3a4c7738cea1\"], \"total_duration\": 234.0, \"total_sessions\": 3, \"mean_week_duration\": 8.667}}, {\"35612\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-10-27 08:20:12.000000+00:00\", \"2020-12-13 17:57:44.000000+00:00\"], \"session_ids\": [\"43b6a394-a0b7-4253-8a97-aae26a58d361\", \"ce9aac02-abe9-4890-9f79-f92c30ee5e4a\"], \"total_duration\": 392.0, \"total_sessions\": 2, \"mean_week_duration\": 8.522}}, {\"21132\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-05-21 05:58:12.000000+00:00\", \"2021-09-09 19:22:39.000000+00:00\", \"2020-08-12 13:22:52.000000+00:00\", \"2020-07-01 19:42:30.000000+00:00\", \"2019-01-03 00:37:31.000000+00:00\"], \"session_ids\": [\"04e22624-9966-4d1c-a13f-e64004ae284c\", \"7276a2b2-df87-495a-a601-e70bb4f4418e\", \"235b4be7-af1b-4679-b289-f64e95c219af\", \"4fb5a706-2180-4e4d-98ed-d096a79a5ace\", \"a781faad-b0c6-4ee6-9720-d32a2627233f\"], \"total_duration\": 979.0, \"total_sessions\": 5, \"mean_week_duration\": 6.993}}, {\"68389\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-11-03 07:39:53.000000+00:00\", \"2021-05-16 12:20:30.000000+00:00\"], \"session_ids\": [\"61603ad8-6a33-44b3-b0ff-745ef1b02ca3\", \"2538c225-2fe6-4608-8362-929831b7ca95\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 5.571}}, {\"81663\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-08 10:17:27.000000+00:00\", \"2019-12-10 05:37:33.000000+00:00\", \"2022-07-21 11:45:08.000000+00:00\"], \"session_ids\": [\"4a346b54-40e6-4236-9cbf-fa809b21dab0\", \"77a6d277-dcab-4e9b-ba4c-f2c65e5835b6\", \"bbdffd51-fdd5-41a2-b574-b504bca40298\"], \"total_duration\": 618.0, \"total_sessions\": 3, \"mean_week_duration\": 4.511}}, {\"68656\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-16 01:41:10.000000+00:00\", \"2019-01-20 16:10:31.000000+00:00\", \"2022-04-29 10:22:46.000000+00:00\"], \"session_ids\": [\"7001a0e9-bdfa-442e-9696-75f7957358b4\", \"6747ddaf-f947-4de2-9451-9c824c7c4658\", \"62beea9e-bb35-4519-a93c-73b136371730\"], \"total_duration\": 582.0, \"total_sessions\": 3, \"mean_week_duration\": 3.404}}, {\"96989\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-04-16 02:43:53.000000+00:00\", \"2020-08-09 05:09:07.000000+00:00\", \"2019-09-26 06:45:59.000000+00:00\", \"2019-10-20 06:50:19.000000+00:00\"], \"session_ids\": [\"f592ecf7-c65b-4a48-8845-349918ba8c41\", \"9067cbf2-c39a-41e2-8ed2-6e5870243228\", \"2d82c219-f61a-4179-827c-3c3f9484df01\", \"a1b3eca2-39d3-4575-a736-7b69259be954\"], \"total_duration\": 336.0, \"total_sessions\": 4, \"mean_week_duration\": 2.507}}, {\"76215\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-03-12 18:09:13.000000+00:00\", \"2020-02-01 17:03:10.000000+00:00\"], \"session_ids\": [\"4ffc45f1-2adb-42d1-8cfd-59d011f2bbc8\", \"ff48a4c7-1b82-4228-909d-901e55594765\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 1.085}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 8 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"61720\": {\"keyflows\": {\"Sign In Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-28 05:48:07.000000+00:00\", \"2021-01-01 20:27:47.000000+00:00\"], \"session_ids\": [\"4ad28959-4eff-4ddb-a61f-74750dd026e3\", \"553d3676-038f-4a08-aa33-86a77774d506\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 8.692}}, {\"47937\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-04-25 05:30:04.000000+00:00\", \"2020-01-18 19:36:35.000000+00:00\", \"2020-07-19 19:50:43.000000+00:00\"], \"session_ids\": [\"1d226a17-684b-47fa-a933-0703cb5d7eb0\", \"148829f2-f544-4dd8-b683-1021c996fca6\", \"9847643e-f716-4b7a-879a-3a4c7738cea1\"], \"total_duration\": 234.0, \"total_sessions\": 3, \"mean_week_duration\": 8.667}}, {\"35612\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-10-27 08:20:12.000000+00:00\", \"2020-12-13 17:57:44.000000+00:00\"], \"session_ids\": [\"43b6a394-a0b7-4253-8a97-aae26a58d361\", \"ce9aac02-abe9-4890-9f79-f92c30ee5e4a\"], \"total_duration\": 392.0, \"total_sessions\": 2, \"mean_week_duration\": 8.522}}, {\"21132\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-05-21 05:58:12.000000+00:00\", \"2021-09-09 19:22:39.000000+00:00\", \"2020-08-12 13:22:52.000000+00:00\", \"2020-07-01 19:42:30.000000+00:00\", \"2019-01-03 00:37:31.000000+00:00\"], \"session_ids\": [\"04e22624-9966-4d1c-a13f-e64004ae284c\", \"7276a2b2-df87-495a-a601-e70bb4f4418e\", \"235b4be7-af1b-4679-b289-f64e95c219af\", \"4fb5a706-2180-4e4d-98ed-d096a79a5ace\", \"a781faad-b0c6-4ee6-9720-d32a2627233f\"], \"total_duration\": 979.0, \"total_sessions\": 5, \"mean_week_duration\": 6.993}}, {\"68389\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-11-03 07:39:53.000000+00:00\", \"2021-05-16 12:20:30.000000+00:00\"], \"session_ids\": [\"61603ad8-6a33-44b3-b0ff-745ef1b02ca3\", \"2538c225-2fe6-4608-8362-929831b7ca95\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 5.571}}, {\"81663\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-08 10:17:27.000000+00:00\", \"2019-12-10 05:37:33.000000+00:00\", \"2022-07-21 11:45:08.000000+00:00\"], \"session_ids\": [\"4a346b54-40e6-4236-9cbf-fa809b21dab0\", \"77a6d277-dcab-4e9b-ba4c-f2c65e5835b6\", \"bbdffd51-fdd5-41a2-b574-b504bca40298\"], \"total_duration\": 618.0, \"total_sessions\": 3, \"mean_week_duration\": 4.511}}, {\"68656\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-16 01:41:10.000000+00:00\", \"2019-01-20 16:10:31.000000+00:00\", \"2022-04-29 10:22:46.000000+00:00\"], \"session_ids\": [\"7001a0e9-bdfa-442e-9696-75f7957358b4\", \"6747ddaf-f947-4de2-9451-9c824c7c4658\", \"62beea9e-bb35-4519-a93c-73b136371730\"], \"total_duration\": 582.0, \"total_sessions\": 3, \"mean_week_duration\": 3.404}}, {\"96989\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-04-16 02:43:53.000000+00:00\", \"2020-08-09 05:09:07.000000+00:00\", \"2019-09-26 06:45:59.000000+00:00\", \"2019-10-20 06:50:19.000000+00:00\"], \"session_ids\": [\"f592ecf7-c65b-4a48-8845-349918ba8c41\", \"9067cbf2-c39a-41e2-8ed2-6e5870243228\", \"2d82c219-f61a-4179-827c-3c3f9484df01\", \"a1b3eca2-39d3-4575-a736-7b69259be954\"], \"total_duration\": 336.0, \"total_sessions\": 4, \"mean_week_duration\": 2.507}}]\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[{\"61720\": {\"keyflows\": {\"Sign In Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-28 05:48:07.000000+00:00\", \"2021-01-01 20:27:47.000000+00:00\"], \"session_ids\": [\"4ad28959-4eff-4ddb-a61f-74750dd026e3\", \"553d3676-038f-4a08-aa33-86a77774d506\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 8.692}}, {\"47937\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-04-25 05:30:04.000000+00:00\", \"2020-01-18 19:36:35.000000+00:00\", \"2020-07-19 19:50:43.000000+00:00\"], \"session_ids\": [\"1d226a17-684b-47fa-a933-0703cb5d7eb0\", \"148829f2-f544-4dd8-b683-1021c996fca6\", \"9847643e-f716-4b7a-879a-3a4c7738cea1\"], \"total_duration\": 234.0, \"total_sessions\": 3, \"mean_week_duration\": 8.667}}, {\"35612\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-10-27 08:20:12.000000+00:00\", \"2020-12-13 17:57:44.000000+00:00\"], \"session_ids\": [\"43b6a394-a0b7-4253-8a97-aae26a58d361\", \"ce9aac02-abe9-4890-9f79-f92c30ee5e4a\"], \"total_duration\": 392.0, \"total_sessions\": 2, \"mean_week_duration\": 8.522}}, {\"21132\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-05-21 05:58:12.000000+00:00\", \"2021-09-09 19:22:39.000000+00:00\", \"2020-08-12 13:22:52.000000+00:00\", \"2020-07-01 19:42:30.000000+00:00\", \"2019-01-03 00:37:31.000000+00:00\"], \"session_ids\": [\"04e22624-9966-4d1c-a13f-e64004ae284c\", \"7276a2b2-df87-495a-a601-e70bb4f4418e\", \"235b4be7-af1b-4679-b289-f64e95c219af\", \"4fb5a706-2180-4e4d-98ed-d096a79a5ace\", \"a781faad-b0c6-4ee6-9720-d32a2627233f\"], \"total_duration\": 979.0, \"total_sessions\": 5, \"mean_week_duration\": 6.993}}, {\"68389\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-11-03 07:39:53.000000+00:00\", \"2021-05-16 12:20:30.000000+00:00\"], \"session_ids\": [\"61603ad8-6a33-44b3-b0ff-745ef1b02ca3\", \"2538c225-2fe6-4608-8362-929831b7ca95\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 5.571}}, {\"81663\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-08 10:17:27.000000+00:00\", \"2019-12-10 05:37:33.000000+00:00\", \"2022-07-21 11:45:08.000000+00:00\"], \"session_ids\": [\"4a346b54-40e6-4236-9cbf-fa809b21dab0\", \"77a6d277-dcab-4e9b-ba4c-f2c65e5835b6\", \"bbdffd51-fdd5-41a2-b574-b504bca40298\"], \"total_duration\": 618.0, \"total_sessions\": 3, \"mean_week_duration\": 4.511}}, {\"68656\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-16 01:41:10.000000+00:00\", \"2019-01-20 16:10:31.000000+00:00\", \"2022-04-29 10:22:46.000000+00:00\"], \"session_ids\": [\"7001a0e9-bdfa-442e-9696-75f7957358b4\", \"6747ddaf-f947-4de2-9451-9c824c7c4658\", \"62beea9e-bb35-4519-a93c-73b136371730\"], \"total_duration\": 582.0, \"total_sessions\": 3, \"mean_week_duration\": 3.404}}, {\"96989\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-04-16 02:43:53.000000+00:00\", \"2020-08-09 05:09:07.000000+00:00\", \"2019-09-26 06:45:59.000000+00:00\", \"2019-10-20 06:50:19.000000+00:00\"], \"session_ids\": [\"f592ecf7-c65b-4a48-8845-349918ba8c41\", \"9067cbf2-c39a-41e2-8ed2-6e5870243228\", \"2d82c219-f61a-4179-827c-3c3f9484df01\", \"a1b3eca2-39d3-4575-a736-7b69259be954\"], \"total_duration\": 336.0, \"total_sessions\": 4, \"mean_week_duration\": 2.507}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about users with a duration of sessions per week that is above 50 and below 14, exclusively 14 + put to use sorting by town name ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"31062\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-11-09 16:04:44.000000+00:00\", \"2020-03-30 09:04:14.000000+00:00\", \"2021-04-09 18:19:42.000000+00:00\", \"2021-07-25 08:21:25.000000+00:00\", \"2020-07-14 04:03:38.000000+00:00\", \"2022-08-28 15:11:15.000000+00:00\"], \"session_ids\": [\"0973275b-717b-4a04-9a0c-72c13cc5aced\", \"b4481166-ed49-4f08-a065-f94037e42e5c\", \"a5877428-92ce-4b46-82ab-e725b184f349\", \"4f0e519a-afa2-4810-8286-f337b5ba981d\", \"e67dc67b-0f92-489e-9841-036bcfabe7c7\", \"74a5164b-b429-495a-94ea-313edf485bf1\"], \"total_duration\": 1072.0, \"total_sessions\": 6, \"mean_week_duration\": 7.342}, \"62724\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-04-18 09:45:26.000000+00:00\", \"2023-04-01 16:49:31.000000+00:00\", \"2022-07-09 21:56:12.000000+00:00\", \"2022-11-17 11:47:15.000000+00:00\", \"2019-01-30 06:54:25.000000+00:00\", \"2019-02-08 20:10:07.000000+00:00\"], \"session_ids\": [\"c4d34ab5-6062-4c68-9844-4fc73d86fb3d\", \"f1e7de87-bf2d-4f68-8056-2afcbbe3175a\", \"bb61366d-c467-4b91-9b49-8f4116cf16b8\", \"85e132ae-271f-41ad-9ab7-0b7c82359c2d\", \"5893fa05-edce-4433-a38d-5f46f9e8fd54\", \"1f54d0c2-991b-48f0-96a1-eb7e127f69fa\"], \"total_duration\": 458.0, \"total_sessions\": 6, \"mean_week_duration\": 2.101}, \"93178\": {\"keyflows\": {\"Sign In Flow\": 10, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-08-30 12:26:30.000000+00:00\", \"2020-04-15 21:54:53.000000+00:00\", \"2021-10-08 06:06:59.000000+00:00\", \"2022-07-30 15:53:45.000000+00:00\", \"2021-07-11 02:29:17.000000+00:00\", \"2019-12-18 20:32:20.000000+00:00\"], \"session_ids\": [\"e54b9127-49ca-4628-b534-d6d859effe1c\", \"6e07f47a-d052-40d6-90c5-aa98f5f697f4\", \"bb07affe-1176-4b2c-a5f1-57fa47a4d651\", \"889b5480-628a-480b-a7b6-db3f754653ca\", \"2976472d-9e97-4b56-b9e9-853aee4332eb\", \"cfbc1979-3121-43d9-a802-3d0164b3e4dd\"], \"total_duration\": 900.0, \"total_sessions\": 6, \"mean_week_duration\": 6.569}, \"93058\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-01-19 05:22:55.000000+00:00\", \"2021-10-17 22:04:35.000000+00:00\", \"2019-12-09 15:00:20.000000+00:00\"], \"session_ids\": [\"31a02707-d1cf-4012-b4ba-942d5fce4b15\", \"fec943be-7530-4e0a-911e-129b5f0a095e\", \"0fcafd02-92f3-4578-81cc-ee162581676f\"], \"total_duration\": 97.0, \"total_sessions\": 3, \"mean_week_duration\": 0.874}, \"62432\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 4, \"Apply Skin Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-01-28 00:56:59.000000+00:00\", \"2019-11-18 17:58:14.000000+00:00\"], \"session_ids\": [\"6797e8ea-f7b8-456e-bfb4-84c44991eca8\", \"f54ac3a5-6e8c-4cfb-aa72-f035507da803\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 4.27}, \"15960\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-07 06:08:22.000000+00:00\", \"2020-12-30 21:38:29.000000+00:00\"], \"session_ids\": [\"129751b0-21f1-43f1-85ef-b61e1abf6245\", \"5f8258d7-be58-4389-99a1-4abc5855cc74\"], \"total_duration\": 212.0, \"total_sessions\": 2, \"mean_week_duration\": 2.718}, \"7211\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-12-06 04:07:15.000000+00:00\", \"2019-12-09 22:03:42.000000+00:00\"], \"session_ids\": [\"001c88a4-d35b-404f-86eb-41a4f63b67ea\", \"8a6473ca-0823-4f4e-8c2f-449ba5e4dacd\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 76.0}, \"40566\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-07-20 06:04:10.000000+00:00\", \"2022-04-17 11:09:24.000000+00:00\", \"2020-10-25 07:22:24.000000+00:00\", \"2019-03-30 22:41:26.000000+00:00\", \"2020-08-09 18:49:18.000000+00:00\", \"2020-07-26 23:36:28.000000+00:00\"], \"session_ids\": [\"c3ab3e3a-6316-4ac0-b444-582fba731856\", \"dac949d3-d1b5-4ab8-9dff-0e492336852e\", \"528bfced-60ec-48c7-9e19-9d59c6121f58\", \"537be346-6a88-4f2d-ba43-3b0a1e4a8c83\", \"135cb827-aa89-4383-9573-df2263640796\", \"34922223-c727-4189-9ce9-2baec54f0c6d\"], \"total_duration\": 790.0, \"total_sessions\": 6, \"mean_week_duration\": 4.969}, \"17397\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-19 03:20:59.000000+00:00\", \"2022-06-07 01:34:09.000000+00:00\", \"2020-07-03 12:51:52.000000+00:00\", \"2022-10-05 19:06:05.000000+00:00\", \"2021-03-21 13:34:32.000000+00:00\", \"2022-03-25 05:10:39.000000+00:00\", \"2019-12-17 06:37:37.000000+00:00\", \"2019-03-24 22:46:59.000000+00:00\", \"2021-04-22 04:37:50.000000+00:00\"], \"session_ids\": [\"988414f2-44f7-41db-83d1-8117e3304cc2\", \"417d92eb-228f-4ae8-81b2-a4b4f94130ae\", \"2f0a3464-3791-423d-8435-b968a17dc361\", \"a6399cc0-de65-4027-91b7-cdd1cc8956cf\", \"f56ef7ac-cf3d-4338-a631-da4ad0a5d96d\", \"2d35a955-978c-4cb9-97bc-ca5bba4114c7\", \"7fa43bc7-e527-40a2-ab1a-4c548843b797\", \"6dc2e275-e315-4d2d-af6c-b237f31a381f\", \"75be1884-a3cc-4c04-95fb-3480225999e5\"], \"total_duration\": 4082.0, \"total_sessions\": 9, \"mean_week_duration\": 22.065}, \"3495\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-07-29 10:29:42.000000+00:00\", \"2022-05-17 11:58:06.000000+00:00\", \"2021-02-26 07:01:57.000000+00:00\", \"2020-02-25 04:01:19.000000+00:00\", \"2021-03-18 16:55:06.000000+00:00\"], \"session_ids\": [\"457415d1-db47-48d4-9406-4e79e68094a6\", \"d13dbcb0-da56-4b98-ab92-34edf0bdc0ff\", \"b4a83021-9932-49f5-aa55-3f0a7c30955c\", \"94acb006-f2e1-491d-ae3d-8c66a0dcae5f\", \"b033d8e8-b67b-4c54-882f-bf24f4ca2fba\"], \"total_duration\": 2478.0, \"total_sessions\": 5, \"mean_week_duration\": 21.362}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are less than 14 and are equal or greater than 50"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[14, 50]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"31062\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-11-09 16:04:44.000000+00:00\", \"2020-03-30 09:04:14.000000+00:00\", \"2021-04-09 18:19:42.000000+00:00\", \"2021-07-25 08:21:25.000000+00:00\", \"2020-07-14 04:03:38.000000+00:00\", \"2022-08-28 15:11:15.000000+00:00\"], \"session_ids\": [\"0973275b-717b-4a04-9a0c-72c13cc5aced\", \"b4481166-ed49-4f08-a065-f94037e42e5c\", \"a5877428-92ce-4b46-82ab-e725b184f349\", \"4f0e519a-afa2-4810-8286-f337b5ba981d\", \"e67dc67b-0f92-489e-9841-036bcfabe7c7\", \"74a5164b-b429-495a-94ea-313edf485bf1\"], \"total_duration\": 1072.0, \"total_sessions\": 6, \"mean_week_duration\": 7.342}, \"62724\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-04-18 09:45:26.000000+00:00\", \"2023-04-01 16:49:31.000000+00:00\", \"2022-07-09 21:56:12.000000+00:00\", \"2022-11-17 11:47:15.000000+00:00\", \"2019-01-30 06:54:25.000000+00:00\", \"2019-02-08 20:10:07.000000+00:00\"], \"session_ids\": [\"c4d34ab5-6062-4c68-9844-4fc73d86fb3d\", \"f1e7de87-bf2d-4f68-8056-2afcbbe3175a\", \"bb61366d-c467-4b91-9b49-8f4116cf16b8\", \"85e132ae-271f-41ad-9ab7-0b7c82359c2d\", \"5893fa05-edce-4433-a38d-5f46f9e8fd54\", \"1f54d0c2-991b-48f0-96a1-eb7e127f69fa\"], \"total_duration\": 458.0, \"total_sessions\": 6, \"mean_week_duration\": 2.101}, \"93178\": {\"keyflows\": {\"Sign In Flow\": 10, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-08-30 12:26:30.000000+00:00\", \"2020-04-15 21:54:53.000000+00:00\", \"2021-10-08 06:06:59.000000+00:00\", \"2022-07-30 15:53:45.000000+00:00\", \"2021-07-11 02:29:17.000000+00:00\", \"2019-12-18 20:32:20.000000+00:00\"], \"session_ids\": [\"e54b9127-49ca-4628-b534-d6d859effe1c\", \"6e07f47a-d052-40d6-90c5-aa98f5f697f4\", \"bb07affe-1176-4b2c-a5f1-57fa47a4d651\", \"889b5480-628a-480b-a7b6-db3f754653ca\", \"2976472d-9e97-4b56-b9e9-853aee4332eb\", \"cfbc1979-3121-43d9-a802-3d0164b3e4dd\"], \"total_duration\": 900.0, \"total_sessions\": 6, \"mean_week_duration\": 6.569}, \"93058\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-01-19 05:22:55.000000+00:00\", \"2021-10-17 22:04:35.000000+00:00\", \"2019-12-09 15:00:20.000000+00:00\"], \"session_ids\": [\"31a02707-d1cf-4012-b4ba-942d5fce4b15\", \"fec943be-7530-4e0a-911e-129b5f0a095e\", \"0fcafd02-92f3-4578-81cc-ee162581676f\"], \"total_duration\": 97.0, \"total_sessions\": 3, \"mean_week_duration\": 0.874}, \"62432\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 4, \"Apply Skin Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-01-28 00:56:59.000000+00:00\", \"2019-11-18 17:58:14.000000+00:00\"], \"session_ids\": [\"6797e8ea-f7b8-456e-bfb4-84c44991eca8\", \"f54ac3a5-6e8c-4cfb-aa72-f035507da803\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 4.27}, \"15960\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-07 06:08:22.000000+00:00\", \"2020-12-30 21:38:29.000000+00:00\"], \"session_ids\": [\"129751b0-21f1-43f1-85ef-b61e1abf6245\", \"5f8258d7-be58-4389-99a1-4abc5855cc74\"], \"total_duration\": 212.0, \"total_sessions\": 2, \"mean_week_duration\": 2.718}, \"40566\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-07-20 06:04:10.000000+00:00\", \"2022-04-17 11:09:24.000000+00:00\", \"2020-10-25 07:22:24.000000+00:00\", \"2019-03-30 22:41:26.000000+00:00\", \"2020-08-09 18:49:18.000000+00:00\", \"2020-07-26 23:36:28.000000+00:00\"], \"session_ids\": [\"c3ab3e3a-6316-4ac0-b444-582fba731856\", \"dac949d3-d1b5-4ab8-9dff-0e492336852e\", \"528bfced-60ec-48c7-9e19-9d59c6121f58\", \"537be346-6a88-4f2d-ba43-3b0a1e4a8c83\", \"135cb827-aa89-4383-9573-df2263640796\", \"34922223-c727-4189-9ce9-2baec54f0c6d\"], \"total_duration\": 790.0, \"total_sessions\": 6, \"mean_week_duration\": 4.969}, \"7211\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-12-06 04:07:15.000000+00:00\", \"2019-12-09 22:03:42.000000+00:00\"], \"session_ids\": [\"001c88a4-d35b-404f-86eb-41a4f63b67ea\", \"8a6473ca-0823-4f4e-8c2f-449ba5e4dacd\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 76.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"62432\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 4, \"Apply Skin Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-01-28 00:56:59.000000+00:00\", \"2019-11-18 17:58:14.000000+00:00\"], \"session_ids\": [\"6797e8ea-f7b8-456e-bfb4-84c44991eca8\", \"f54ac3a5-6e8c-4cfb-aa72-f035507da803\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 4.27}}, {\"31062\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-11-09 16:04:44.000000+00:00\", \"2020-03-30 09:04:14.000000+00:00\", \"2021-04-09 18:19:42.000000+00:00\", \"2021-07-25 08:21:25.000000+00:00\", \"2020-07-14 04:03:38.000000+00:00\", \"2022-08-28 15:11:15.000000+00:00\"], \"session_ids\": [\"0973275b-717b-4a04-9a0c-72c13cc5aced\", \"b4481166-ed49-4f08-a065-f94037e42e5c\", \"a5877428-92ce-4b46-82ab-e725b184f349\", \"4f0e519a-afa2-4810-8286-f337b5ba981d\", \"e67dc67b-0f92-489e-9841-036bcfabe7c7\", \"74a5164b-b429-495a-94ea-313edf485bf1\"], \"total_duration\": 1072.0, \"total_sessions\": 6, \"mean_week_duration\": 7.342}}, {\"93178\": {\"keyflows\": {\"Sign In Flow\": 10, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-08-30 12:26:30.000000+00:00\", \"2020-04-15 21:54:53.000000+00:00\", \"2021-10-08 06:06:59.000000+00:00\", \"2022-07-30 15:53:45.000000+00:00\", \"2021-07-11 02:29:17.000000+00:00\", \"2019-12-18 20:32:20.000000+00:00\"], \"session_ids\": [\"e54b9127-49ca-4628-b534-d6d859effe1c\", \"6e07f47a-d052-40d6-90c5-aa98f5f697f4\", \"bb07affe-1176-4b2c-a5f1-57fa47a4d651\", \"889b5480-628a-480b-a7b6-db3f754653ca\", \"2976472d-9e97-4b56-b9e9-853aee4332eb\", \"cfbc1979-3121-43d9-a802-3d0164b3e4dd\"], \"total_duration\": 900.0, \"total_sessions\": 6, \"mean_week_duration\": 6.569}}, {\"93058\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-01-19 05:22:55.000000+00:00\", \"2021-10-17 22:04:35.000000+00:00\", \"2019-12-09 15:00:20.000000+00:00\"], \"session_ids\": [\"31a02707-d1cf-4012-b4ba-942d5fce4b15\", \"fec943be-7530-4e0a-911e-129b5f0a095e\", \"0fcafd02-92f3-4578-81cc-ee162581676f\"], \"total_duration\": 97.0, \"total_sessions\": 3, \"mean_week_duration\": 0.874}}, {\"40566\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-07-20 06:04:10.000000+00:00\", \"2022-04-17 11:09:24.000000+00:00\", \"2020-10-25 07:22:24.000000+00:00\", \"2019-03-30 22:41:26.000000+00:00\", \"2020-08-09 18:49:18.000000+00:00\", \"2020-07-26 23:36:28.000000+00:00\"], \"session_ids\": [\"c3ab3e3a-6316-4ac0-b444-582fba731856\", \"dac949d3-d1b5-4ab8-9dff-0e492336852e\", \"528bfced-60ec-48c7-9e19-9d59c6121f58\", \"537be346-6a88-4f2d-ba43-3b0a1e4a8c83\", \"135cb827-aa89-4383-9573-df2263640796\", \"34922223-c727-4189-9ce9-2baec54f0c6d\"], \"total_duration\": 790.0, \"total_sessions\": 6, \"mean_week_duration\": 4.969}}, {\"15960\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-07 06:08:22.000000+00:00\", \"2020-12-30 21:38:29.000000+00:00\"], \"session_ids\": [\"129751b0-21f1-43f1-85ef-b61e1abf6245\", \"5f8258d7-be58-4389-99a1-4abc5855cc74\"], \"total_duration\": 212.0, \"total_sessions\": 2, \"mean_week_duration\": 2.718}}, {\"7211\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-12-06 04:07:15.000000+00:00\", \"2019-12-09 22:03:42.000000+00:00\"], \"session_ids\": [\"001c88a4-d35b-404f-86eb-41a4f63b67ea\", \"8a6473ca-0823-4f4e-8c2f-449ba5e4dacd\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 76.0}}, {\"62724\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-04-18 09:45:26.000000+00:00\", \"2023-04-01 16:49:31.000000+00:00\", \"2022-07-09 21:56:12.000000+00:00\", \"2022-11-17 11:47:15.000000+00:00\", \"2019-01-30 06:54:25.000000+00:00\", \"2019-02-08 20:10:07.000000+00:00\"], \"session_ids\": [\"c4d34ab5-6062-4c68-9844-4fc73d86fb3d\", \"f1e7de87-bf2d-4f68-8056-2afcbbe3175a\", \"bb61366d-c467-4b91-9b49-8f4116cf16b8\", \"85e132ae-271f-41ad-9ab7-0b7c82359c2d\", \"5893fa05-edce-4433-a38d-5f46f9e8fd54\", \"1f54d0c2-991b-48f0-96a1-eb7e127f69fa\"], \"total_duration\": 458.0, \"total_sessions\": 6, \"mean_week_duration\": 2.101}}]\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[{\"62432\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 4, \"Apply Skin Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-01-28 00:56:59.000000+00:00\", \"2019-11-18 17:58:14.000000+00:00\"], \"session_ids\": [\"6797e8ea-f7b8-456e-bfb4-84c44991eca8\", \"f54ac3a5-6e8c-4cfb-aa72-f035507da803\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 4.27}}, {\"31062\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-11-09 16:04:44.000000+00:00\", \"2020-03-30 09:04:14.000000+00:00\", \"2021-04-09 18:19:42.000000+00:00\", \"2021-07-25 08:21:25.000000+00:00\", \"2020-07-14 04:03:38.000000+00:00\", \"2022-08-28 15:11:15.000000+00:00\"], \"session_ids\": [\"0973275b-717b-4a04-9a0c-72c13cc5aced\", \"b4481166-ed49-4f08-a065-f94037e42e5c\", \"a5877428-92ce-4b46-82ab-e725b184f349\", \"4f0e519a-afa2-4810-8286-f337b5ba981d\", \"e67dc67b-0f92-489e-9841-036bcfabe7c7\", \"74a5164b-b429-495a-94ea-313edf485bf1\"], \"total_duration\": 1072.0, \"total_sessions\": 6, \"mean_week_duration\": 7.342}}, {\"93178\": {\"keyflows\": {\"Sign In Flow\": 10, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-08-30 12:26:30.000000+00:00\", \"2020-04-15 21:54:53.000000+00:00\", \"2021-10-08 06:06:59.000000+00:00\", \"2022-07-30 15:53:45.000000+00:00\", \"2021-07-11 02:29:17.000000+00:00\", \"2019-12-18 20:32:20.000000+00:00\"], \"session_ids\": [\"e54b9127-49ca-4628-b534-d6d859effe1c\", \"6e07f47a-d052-40d6-90c5-aa98f5f697f4\", \"bb07affe-1176-4b2c-a5f1-57fa47a4d651\", \"889b5480-628a-480b-a7b6-db3f754653ca\", \"2976472d-9e97-4b56-b9e9-853aee4332eb\", \"cfbc1979-3121-43d9-a802-3d0164b3e4dd\"], \"total_duration\": 900.0, \"total_sessions\": 6, \"mean_week_duration\": 6.569}}, {\"93058\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-01-19 05:22:55.000000+00:00\", \"2021-10-17 22:04:35.000000+00:00\", \"2019-12-09 15:00:20.000000+00:00\"], \"session_ids\": [\"31a02707-d1cf-4012-b4ba-942d5fce4b15\", \"fec943be-7530-4e0a-911e-129b5f0a095e\", \"0fcafd02-92f3-4578-81cc-ee162581676f\"], \"total_duration\": 97.0, \"total_sessions\": 3, \"mean_week_duration\": 0.874}}, {\"40566\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-07-20 06:04:10.000000+00:00\", \"2022-04-17 11:09:24.000000+00:00\", \"2020-10-25 07:22:24.000000+00:00\", \"2019-03-30 22:41:26.000000+00:00\", \"2020-08-09 18:49:18.000000+00:00\", \"2020-07-26 23:36:28.000000+00:00\"], \"session_ids\": [\"c3ab3e3a-6316-4ac0-b444-582fba731856\", \"dac949d3-d1b5-4ab8-9dff-0e492336852e\", \"528bfced-60ec-48c7-9e19-9d59c6121f58\", \"537be346-6a88-4f2d-ba43-3b0a1e4a8c83\", \"135cb827-aa89-4383-9573-df2263640796\", \"34922223-c727-4189-9ce9-2baec54f0c6d\"], \"total_duration\": 790.0, \"total_sessions\": 6, \"mean_week_duration\": 4.969}}, {\"15960\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-07 06:08:22.000000+00:00\", \"2020-12-30 21:38:29.000000+00:00\"], \"session_ids\": [\"129751b0-21f1-43f1-85ef-b61e1abf6245\", \"5f8258d7-be58-4389-99a1-4abc5855cc74\"], \"total_duration\": 212.0, \"total_sessions\": 2, \"mean_week_duration\": 2.718}}, {\"7211\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-12-06 04:07:15.000000+00:00\", \"2019-12-09 22:03:42.000000+00:00\"], \"session_ids\": [\"001c88a4-d35b-404f-86eb-41a4f63b67ea\", \"8a6473ca-0823-4f4e-8c2f-449ba5e4dacd\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 76.0}}, {\"62724\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-04-18 09:45:26.000000+00:00\", \"2023-04-01 16:49:31.000000+00:00\", \"2022-07-09 21:56:12.000000+00:00\", \"2022-11-17 11:47:15.000000+00:00\", \"2019-01-30 06:54:25.000000+00:00\", \"2019-02-08 20:10:07.000000+00:00\"], \"session_ids\": [\"c4d34ab5-6062-4c68-9844-4fc73d86fb3d\", \"f1e7de87-bf2d-4f68-8056-2afcbbe3175a\", \"bb61366d-c467-4b91-9b49-8f4116cf16b8\", \"85e132ae-271f-41ad-9ab7-0b7c82359c2d\", \"5893fa05-edce-4433-a38d-5f46f9e8fd54\", \"1f54d0c2-991b-48f0-96a1-eb7e127f69fa\"], \"total_duration\": 458.0, \"total_sessions\": 6, \"mean_week_duration\": 2.101}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Share insights on 4 users with a total time using the app that is higher than 3306 and lower than 1235 and in addition implement sorting by town name form the highest to the lowest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"75518\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-09-20 05:54:20.000000+00:00\", \"2022-12-09 01:41:14.000000+00:00\"], \"session_ids\": [\"3878977a-548d-4475-b11b-94d89e6d44d1\", \"7b76d22c-c2c0-436a-8a40-6608b4dde021\"], \"total_duration\": 488.0, \"total_sessions\": 2, \"mean_week_duration\": 4.207}, \"48420\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-04-03 06:05:10.000000+00:00\", \"2022-10-28 03:51:32.000000+00:00\"], \"session_ids\": [\"a66451a0-a95d-4002-bc80-950c9bc87cb9\", \"6f6bc419-8677-45f8-8634-3cd265300786\"], \"total_duration\": 295.0, \"total_sessions\": 2, \"mean_week_duration\": 1.578}, \"60737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-09-10 01:37:43.000000+00:00\", \"2019-07-11 17:21:33.000000+00:00\", \"2019-05-20 08:12:50.000000+00:00\"], \"session_ids\": [\"45ecd221-b46d-4101-bd5b-ae8917f425f8\", \"34a8395e-5934-455c-bbec-c6f91661d45b\", \"30b9d7ea-702c-4ad9-b68d-491070f16758\"], \"total_duration\": 627.0, \"total_sessions\": 3, \"mean_week_duration\": 9.087}, \"27815\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-18 18:15:35.000000+00:00\", \"2021-11-24 00:15:57.000000+00:00\"], \"session_ids\": [\"9ece82c5-7c3c-46c1-82cc-f075d277ebb0\", \"dc51dbd8-774f-42a6-8519-97810b5d62bd\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 3.914}, \"70776\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-03-19 11:07:51.000000+00:00\", \"2021-04-12 00:06:47.000000+00:00\", \"2022-09-14 19:31:54.000000+00:00\"], \"session_ids\": [\"20abdaa8-d851-4fb1-b3a1-f2a012d950f5\", \"40ccc1e3-aab1-4c23-8f2f-61ef51022f0e\", \"06c1585b-0736-46fc-bcb4-b0ac5e6d9c9f\"], \"total_duration\": 232.0, \"total_sessions\": 3, \"mean_week_duration\": 2.297}, \"68120\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-01 13:49:37.000000+00:00\", \"2022-06-12 02:50:12.000000+00:00\", \"2022-08-21 04:35:21.000000+00:00\"], \"session_ids\": [\"5e5f90cd-2ff9-4d0c-8fe4-b715cc15276e\", \"f176baff-cac2-4feb-8c1c-25d9925ad8c8\", \"c46437f7-a820-4221-8a70-8dd9b29abd84\"], \"total_duration\": 182.0, \"total_sessions\": 3, \"mean_week_duration\": 1.767}, \"65469\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-11-17 00:04:36.000000+00:00\", \"2020-10-28 12:35:00.000000+00:00\"], \"session_ids\": [\"3cf5ef13-f638-4db8-b9b6-5579c5722995\", \"8100c7ae-b341-4b4e-8cfa-368164f36bc0\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.582}, \"7467\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2022-10-26 04:55:55.000000+00:00\", \"2021-02-21 23:19:20.000000+00:00\", \"2020-12-11 17:47:53.000000+00:00\", \"2021-08-19 02:40:13.000000+00:00\", \"2022-09-26 19:20:07.000000+00:00\"], \"session_ids\": [\"1385bb7a-dc84-4538-b7d7-f29b5b535794\", \"1f4c3bc0-c39a-4513-9e89-c4ebcd7dc57d\", \"adfb30da-9136-4da5-908b-825560cab2a3\", \"58ef9dcc-2570-4941-a85b-9e145770bdc7\", \"81b11881-9eaf-458b-926c-fe30c7f08950\"], \"total_duration\": 108.0, \"total_sessions\": 5, \"mean_week_duration\": 1.102}, \"3266\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-01-28 02:32:49.000000+00:00\", \"2019-09-01 14:57:50.000000+00:00\"], \"session_ids\": [\"0342b63d-e6da-43f0-b2df-15b34bde53bd\", \"6dac7931-4863-40b8-ad14-837c4d1681cb\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.864}, \"12555\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-04 23:20:38.000000+00:00\", \"2019-07-15 01:37:46.000000+00:00\"], \"session_ids\": [\"cd84adb7-422d-4c9f-b82c-ded0a3a4ccd5\", \"cf4c88b0-ff62-4a4d-8032-0190ac91c0ec\"], \"total_duration\": 356.0, \"total_sessions\": 2, \"mean_week_duration\": 16.952}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or less than 1235 and are equal or greater than 3306"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"total_duration\": [[1235, 3306]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"75518\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-09-20 05:54:20.000000+00:00\", \"2022-12-09 01:41:14.000000+00:00\"], \"session_ids\": [\"3878977a-548d-4475-b11b-94d89e6d44d1\", \"7b76d22c-c2c0-436a-8a40-6608b4dde021\"], \"total_duration\": 488.0, \"total_sessions\": 2, \"mean_week_duration\": 4.207}, \"48420\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-04-03 06:05:10.000000+00:00\", \"2022-10-28 03:51:32.000000+00:00\"], \"session_ids\": [\"a66451a0-a95d-4002-bc80-950c9bc87cb9\", \"6f6bc419-8677-45f8-8634-3cd265300786\"], \"total_duration\": 295.0, \"total_sessions\": 2, \"mean_week_duration\": 1.578}, \"60737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-09-10 01:37:43.000000+00:00\", \"2019-07-11 17:21:33.000000+00:00\", \"2019-05-20 08:12:50.000000+00:00\"], \"session_ids\": [\"45ecd221-b46d-4101-bd5b-ae8917f425f8\", \"34a8395e-5934-455c-bbec-c6f91661d45b\", \"30b9d7ea-702c-4ad9-b68d-491070f16758\"], \"total_duration\": 627.0, \"total_sessions\": 3, \"mean_week_duration\": 9.087}, \"27815\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-18 18:15:35.000000+00:00\", \"2021-11-24 00:15:57.000000+00:00\"], \"session_ids\": [\"9ece82c5-7c3c-46c1-82cc-f075d277ebb0\", \"dc51dbd8-774f-42a6-8519-97810b5d62bd\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 3.914}, \"70776\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-03-19 11:07:51.000000+00:00\", \"2021-04-12 00:06:47.000000+00:00\", \"2022-09-14 19:31:54.000000+00:00\"], \"session_ids\": [\"20abdaa8-d851-4fb1-b3a1-f2a012d950f5\", \"40ccc1e3-aab1-4c23-8f2f-61ef51022f0e\", \"06c1585b-0736-46fc-bcb4-b0ac5e6d9c9f\"], \"total_duration\": 232.0, \"total_sessions\": 3, \"mean_week_duration\": 2.297}, \"68120\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-01 13:49:37.000000+00:00\", \"2022-06-12 02:50:12.000000+00:00\", \"2022-08-21 04:35:21.000000+00:00\"], \"session_ids\": [\"5e5f90cd-2ff9-4d0c-8fe4-b715cc15276e\", \"f176baff-cac2-4feb-8c1c-25d9925ad8c8\", \"c46437f7-a820-4221-8a70-8dd9b29abd84\"], \"total_duration\": 182.0, \"total_sessions\": 3, \"mean_week_duration\": 1.767}, \"65469\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-11-17 00:04:36.000000+00:00\", \"2020-10-28 12:35:00.000000+00:00\"], \"session_ids\": [\"3cf5ef13-f638-4db8-b9b6-5579c5722995\", \"8100c7ae-b341-4b4e-8cfa-368164f36bc0\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.582}, \"7467\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2022-10-26 04:55:55.000000+00:00\", \"2021-02-21 23:19:20.000000+00:00\", \"2020-12-11 17:47:53.000000+00:00\", \"2021-08-19 02:40:13.000000+00:00\", \"2022-09-26 19:20:07.000000+00:00\"], \"session_ids\": [\"1385bb7a-dc84-4538-b7d7-f29b5b535794\", \"1f4c3bc0-c39a-4513-9e89-c4ebcd7dc57d\", \"adfb30da-9136-4da5-908b-825560cab2a3\", \"58ef9dcc-2570-4941-a85b-9e145770bdc7\", \"81b11881-9eaf-458b-926c-fe30c7f08950\"], \"total_duration\": 108.0, \"total_sessions\": 5, \"mean_week_duration\": 1.102}, \"3266\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-01-28 02:32:49.000000+00:00\", \"2019-09-01 14:57:50.000000+00:00\"], \"session_ids\": [\"0342b63d-e6da-43f0-b2df-15b34bde53bd\", \"6dac7931-4863-40b8-ad14-837c4d1681cb\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.864}, \"12555\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-04 23:20:38.000000+00:00\", \"2019-07-15 01:37:46.000000+00:00\"], \"session_ids\": [\"cd84adb7-422d-4c9f-b82c-ded0a3a4ccd5\", \"cf4c88b0-ff62-4a4d-8032-0190ac91c0ec\"], \"total_duration\": 356.0, \"total_sessions\": 2, \"mean_week_duration\": 16.952}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"27815\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-18 18:15:35.000000+00:00\", \"2021-11-24 00:15:57.000000+00:00\"], \"session_ids\": [\"9ece82c5-7c3c-46c1-82cc-f075d277ebb0\", \"dc51dbd8-774f-42a6-8519-97810b5d62bd\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 3.914}}, {\"68120\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-01 13:49:37.000000+00:00\", \"2022-06-12 02:50:12.000000+00:00\", \"2022-08-21 04:35:21.000000+00:00\"], \"session_ids\": [\"5e5f90cd-2ff9-4d0c-8fe4-b715cc15276e\", \"f176baff-cac2-4feb-8c1c-25d9925ad8c8\", \"c46437f7-a820-4221-8a70-8dd9b29abd84\"], \"total_duration\": 182.0, \"total_sessions\": 3, \"mean_week_duration\": 1.767}}, {\"65469\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-11-17 00:04:36.000000+00:00\", \"2020-10-28 12:35:00.000000+00:00\"], \"session_ids\": [\"3cf5ef13-f638-4db8-b9b6-5579c5722995\", \"8100c7ae-b341-4b4e-8cfa-368164f36bc0\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.582}}, {\"75518\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-09-20 05:54:20.000000+00:00\", \"2022-12-09 01:41:14.000000+00:00\"], \"session_ids\": [\"3878977a-548d-4475-b11b-94d89e6d44d1\", \"7b76d22c-c2c0-436a-8a40-6608b4dde021\"], \"total_duration\": 488.0, \"total_sessions\": 2, \"mean_week_duration\": 4.207}}, {\"60737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-09-10 01:37:43.000000+00:00\", \"2019-07-11 17:21:33.000000+00:00\", \"2019-05-20 08:12:50.000000+00:00\"], \"session_ids\": [\"45ecd221-b46d-4101-bd5b-ae8917f425f8\", \"34a8395e-5934-455c-bbec-c6f91661d45b\", \"30b9d7ea-702c-4ad9-b68d-491070f16758\"], \"total_duration\": 627.0, \"total_sessions\": 3, \"mean_week_duration\": 9.087}}, {\"12555\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-04 23:20:38.000000+00:00\", \"2019-07-15 01:37:46.000000+00:00\"], \"session_ids\": [\"cd84adb7-422d-4c9f-b82c-ded0a3a4ccd5\", \"cf4c88b0-ff62-4a4d-8032-0190ac91c0ec\"], \"total_duration\": 356.0, \"total_sessions\": 2, \"mean_week_duration\": 16.952}}, {\"3266\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-01-28 02:32:49.000000+00:00\", \"2019-09-01 14:57:50.000000+00:00\"], \"session_ids\": [\"0342b63d-e6da-43f0-b2df-15b34bde53bd\", \"6dac7931-4863-40b8-ad14-837c4d1681cb\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.864}}, {\"48420\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-04-03 06:05:10.000000+00:00\", \"2022-10-28 03:51:32.000000+00:00\"], \"session_ids\": [\"a66451a0-a95d-4002-bc80-950c9bc87cb9\", \"6f6bc419-8677-45f8-8634-3cd265300786\"], \"total_duration\": 295.0, \"total_sessions\": 2, \"mean_week_duration\": 1.578}}, {\"70776\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-03-19 11:07:51.000000+00:00\", \"2021-04-12 00:06:47.000000+00:00\", \"2022-09-14 19:31:54.000000+00:00\"], \"session_ids\": [\"20abdaa8-d851-4fb1-b3a1-f2a012d950f5\", \"40ccc1e3-aab1-4c23-8f2f-61ef51022f0e\", \"06c1585b-0736-46fc-bcb4-b0ac5e6d9c9f\"], \"total_duration\": 232.0, \"total_sessions\": 3, \"mean_week_duration\": 2.297}}, {\"7467\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2022-10-26 04:55:55.000000+00:00\", \"2021-02-21 23:19:20.000000+00:00\", \"2020-12-11 17:47:53.000000+00:00\", \"2021-08-19 02:40:13.000000+00:00\", \"2022-09-26 19:20:07.000000+00:00\"], \"session_ids\": [\"1385bb7a-dc84-4538-b7d7-f29b5b535794\", \"1f4c3bc0-c39a-4513-9e89-c4ebcd7dc57d\", \"adfb30da-9136-4da5-908b-825560cab2a3\", \"58ef9dcc-2570-4941-a85b-9e145770bdc7\", \"81b11881-9eaf-458b-926c-fe30c7f08950\"], \"total_duration\": 108.0, \"total_sessions\": 5, \"mean_week_duration\": 1.102}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"27815\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-18 18:15:35.000000+00:00\", \"2021-11-24 00:15:57.000000+00:00\"], \"session_ids\": [\"9ece82c5-7c3c-46c1-82cc-f075d277ebb0\", \"dc51dbd8-774f-42a6-8519-97810b5d62bd\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 3.914}}, {\"68120\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-01 13:49:37.000000+00:00\", \"2022-06-12 02:50:12.000000+00:00\", \"2022-08-21 04:35:21.000000+00:00\"], \"session_ids\": [\"5e5f90cd-2ff9-4d0c-8fe4-b715cc15276e\", \"f176baff-cac2-4feb-8c1c-25d9925ad8c8\", \"c46437f7-a820-4221-8a70-8dd9b29abd84\"], \"total_duration\": 182.0, \"total_sessions\": 3, \"mean_week_duration\": 1.767}}, {\"65469\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-11-17 00:04:36.000000+00:00\", \"2020-10-28 12:35:00.000000+00:00\"], \"session_ids\": [\"3cf5ef13-f638-4db8-b9b6-5579c5722995\", \"8100c7ae-b341-4b4e-8cfa-368164f36bc0\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.582}}, {\"75518\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-09-20 05:54:20.000000+00:00\", \"2022-12-09 01:41:14.000000+00:00\"], \"session_ids\": [\"3878977a-548d-4475-b11b-94d89e6d44d1\", \"7b76d22c-c2c0-436a-8a40-6608b4dde021\"], \"total_duration\": 488.0, \"total_sessions\": 2, \"mean_week_duration\": 4.207}}]\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[{\"27815\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-18 18:15:35.000000+00:00\", \"2021-11-24 00:15:57.000000+00:00\"], \"session_ids\": [\"9ece82c5-7c3c-46c1-82cc-f075d277ebb0\", \"dc51dbd8-774f-42a6-8519-97810b5d62bd\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 3.914}}, {\"68120\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-01 13:49:37.000000+00:00\", \"2022-06-12 02:50:12.000000+00:00\", \"2022-08-21 04:35:21.000000+00:00\"], \"session_ids\": [\"5e5f90cd-2ff9-4d0c-8fe4-b715cc15276e\", \"f176baff-cac2-4feb-8c1c-25d9925ad8c8\", \"c46437f7-a820-4221-8a70-8dd9b29abd84\"], \"total_duration\": 182.0, \"total_sessions\": 3, \"mean_week_duration\": 1.767}}, {\"65469\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-11-17 00:04:36.000000+00:00\", \"2020-10-28 12:35:00.000000+00:00\"], \"session_ids\": [\"3cf5ef13-f638-4db8-b9b6-5579c5722995\", \"8100c7ae-b341-4b4e-8cfa-368164f36bc0\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.582}}, {\"75518\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-09-20 05:54:20.000000+00:00\", \"2022-12-09 01:41:14.000000+00:00\"], \"session_ids\": [\"3878977a-548d-4475-b11b-94d89e6d44d1\", \"7b76d22c-c2c0-436a-8a40-6608b4dde021\"], \"total_duration\": 488.0, \"total_sessions\": 2, \"mean_week_duration\": 4.207}}]\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 2 users who are residents of cities Istanbul, Caracas, San Jose, San Pedro, Hanoi, Santiago, Ho Chi Minh City , moreover carry out sorting by time in app form the highest value to the lowest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"9876\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-08-04 13:56:50.000000+00:00\", \"2021-12-22 12:33:03.000000+00:00\"], \"session_ids\": [\"40c8b341-0474-42f0-b398-cf7ee54ee10e\", \"d8c0e288-0393-441f-85e8-bbbf87309720\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 1.15}, \"19417\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-30 07:17:17.000000+00:00\", \"2020-10-20 17:50:31.000000+00:00\", \"2020-02-16 13:05:16.000000+00:00\"], \"session_ids\": [\"e505710a-acda-4d8a-a109-86ee27fbf7a3\", \"18767c87-7b34-49c0-a32d-19ec2d05d277\", \"ac500051-db1c-4f2e-83bd-a485a9e2b9c0\"], \"total_duration\": 498.0, \"total_sessions\": 3, \"mean_week_duration\": 2.982}, \"15154\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-18 18:45:05.000000+00:00\", \"2019-01-14 22:36:48.000000+00:00\", \"2019-11-05 01:00:24.000000+00:00\"], \"session_ids\": [\"bd279cb2-4977-4297-a0a2-141ba4cb0776\", \"61c1c64d-0f77-4730-a835-d899bf4099b3\", \"76ffdb3f-5090-4bd2-981f-5e9f65b008d5\"], \"total_duration\": 210.0, \"total_sessions\": 3, \"mean_week_duration\": 1.338}, \"56520\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-03-28 02:42:29.000000+00:00\", \"2020-09-27 20:00:10.000000+00:00\"], \"session_ids\": [\"1ae13ce9-8188-4e7f-a0f4-977906b16b00\", \"1b4e7895-ff15-4736-8440-ca19065d0c22\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 1.154}, \"60749\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-06-23 13:02:29.000000+00:00\", \"2020-04-11 09:23:28.000000+00:00\", \"2022-05-12 16:11:46.000000+00:00\", \"2021-02-07 00:27:15.000000+00:00\", \"2023-06-10 12:06:48.000000+00:00\", \"2022-09-04 05:31:43.000000+00:00\", \"2020-11-11 20:08:53.000000+00:00\"], \"session_ids\": [\"7bdd122a-c07e-481d-a55f-a5cce1754221\", \"8ac52d99-eff1-4f3f-ae57-6e5aa5abfe55\", \"4f86e89a-97cd-4817-89b0-5786c6e53381\", \"8a3f5099-7efb-4582-b968-6a2a27a1ab1e\", \"00351525-f9ee-4180-8035-bb6f492f5d13\", \"128ef08f-30c3-4276-93a7-4287dad9a94a\", \"a370f808-4f94-4356-858c-a04ea3f50bde\"], \"total_duration\": 2274.0, \"total_sessions\": 7, \"mean_week_duration\": 13.782}, \"76962\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-08-04 13:39:54.000000+00:00\", \"2019-01-21 21:08:27.000000+00:00\", \"2021-04-07 20:05:00.000000+00:00\", \"2020-01-27 06:28:57.000000+00:00\", \"2020-03-28 16:27:09.000000+00:00\"], \"session_ids\": [\"dfc78ed6-0e60-4919-b509-4e669ece6e08\", \"4698e176-d61c-4c5b-b416-393db4409e1f\", \"6fdeaa91-f9f0-4955-82c3-9652176d45a9\", \"44dc14fe-f8ed-4edc-87cf-2cf83ffda5ae\", \"1d59fd1f-9a35-4fbc-be76-d5c5dc14e15b\"], \"total_duration\": 1628.0, \"total_sessions\": 5, \"mean_week_duration\": 14.034}, \"37575\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-10-25 10:06:24.000000+00:00\", \"2019-10-06 21:16:01.000000+00:00\", \"2023-05-27 21:16:16.000000+00:00\"], \"session_ids\": [\"59387a24-6450-4966-9cd5-b238d17288ac\", \"ebd855db-780e-4f88-aaf6-7f3efd406ef3\", \"e01f6c04-4a87-4659-b858-b45a894c31f5\"], \"total_duration\": 166.0, \"total_sessions\": 3, \"mean_week_duration\": 0.874}, \"97091\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-03-29 16:45:45.000000+00:00\", \"2019-04-09 15:42:05.000000+00:00\"], \"session_ids\": [\"23153674-aa93-4ced-9871-73ef2812e9b9\", \"a67e09b8-6315-4360-a377-0c4e80d7c3f9\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.706}, \"62025\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-08-04 02:57:48.000000+00:00\", \"2019-05-14 03:15:18.000000+00:00\", \"2022-09-02 11:48:57.000000+00:00\", \"2020-09-04 11:23:48.000000+00:00\", \"2021-09-30 18:24:50.000000+00:00\"], \"session_ids\": [\"fbf6f44c-0f3f-4cd2-a96b-3afe3b191002\", \"14468c8a-fb11-4848-b642-b443d0898572\", \"342241e7-c6c1-48de-a5a3-8a462c38f11a\", \"b9ba82e4-6c5d-4283-9b9f-9bb0ed198db2\", \"e2ca3d98-965d-432e-beb0-0dfc5c807eb3\"], \"total_duration\": 102.0, \"total_sessions\": 5, \"mean_week_duration\": 0.59}, \"71206\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-02-26 17:38:41.000000+00:00\", \"2022-04-10 12:35:23.000000+00:00\"], \"session_ids\": [\"36e50dd4-a43b-4f43-9eed-a7461eced6b7\", \"86ee5c6f-4cb8-42cf-8a07-9edba43c23cb\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 4.085}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Istanbul, Caracas, San Jose, San Pedro, Hanoi, Santiago, Ho Chi Minh City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Istanbul\", \"Caracas\", \"San Jose\", \"San Pedro\", \"Hanoi\", \"Santiago\", \"Ho Chi Minh City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"19417\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-30 07:17:17.000000+00:00\", \"2020-10-20 17:50:31.000000+00:00\", \"2020-02-16 13:05:16.000000+00:00\"], \"session_ids\": [\"e505710a-acda-4d8a-a109-86ee27fbf7a3\", \"18767c87-7b34-49c0-a32d-19ec2d05d277\", \"ac500051-db1c-4f2e-83bd-a485a9e2b9c0\"], \"total_duration\": 498.0, \"total_sessions\": 3, \"mean_week_duration\": 2.982}, \"97091\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-03-29 16:45:45.000000+00:00\", \"2019-04-09 15:42:05.000000+00:00\"], \"session_ids\": [\"23153674-aa93-4ced-9871-73ef2812e9b9\", \"a67e09b8-6315-4360-a377-0c4e80d7c3f9\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.706}, \"71206\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-02-26 17:38:41.000000+00:00\", \"2022-04-10 12:35:23.000000+00:00\"], \"session_ids\": [\"36e50dd4-a43b-4f43-9eed-a7461eced6b7\", \"86ee5c6f-4cb8-42cf-8a07-9edba43c23cb\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 4.085}}\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[{\"19417\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-30 07:17:17.000000+00:00\", \"2020-10-20 17:50:31.000000+00:00\", \"2020-02-16 13:05:16.000000+00:00\"], \"session_ids\": [\"e505710a-acda-4d8a-a109-86ee27fbf7a3\", \"18767c87-7b34-49c0-a32d-19ec2d05d277\", \"ac500051-db1c-4f2e-83bd-a485a9e2b9c0\"], \"total_duration\": 498.0, \"total_sessions\": 3, \"mean_week_duration\": 2.982}}, {\"71206\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-02-26 17:38:41.000000+00:00\", \"2022-04-10 12:35:23.000000+00:00\"], \"session_ids\": [\"36e50dd4-a43b-4f43-9eed-a7461eced6b7\", \"86ee5c6f-4cb8-42cf-8a07-9edba43c23cb\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 4.085}}, {\"97091\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-03-29 16:45:45.000000+00:00\", \"2019-04-09 15:42:05.000000+00:00\"], \"session_ids\": [\"23153674-aa93-4ced-9871-73ef2812e9b9\", \"a67e09b8-6315-4360-a377-0c4e80d7c3f9\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.706}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"19417\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-30 07:17:17.000000+00:00\", \"2020-10-20 17:50:31.000000+00:00\", \"2020-02-16 13:05:16.000000+00:00\"], \"session_ids\": [\"e505710a-acda-4d8a-a109-86ee27fbf7a3\", \"18767c87-7b34-49c0-a32d-19ec2d05d277\", \"ac500051-db1c-4f2e-83bd-a485a9e2b9c0\"], \"total_duration\": 498.0, \"total_sessions\": 3, \"mean_week_duration\": 2.982}}, {\"71206\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-02-26 17:38:41.000000+00:00\", \"2022-04-10 12:35:23.000000+00:00\"], \"session_ids\": [\"36e50dd4-a43b-4f43-9eed-a7461eced6b7\", \"86ee5c6f-4cb8-42cf-8a07-9edba43c23cb\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 4.085}}]\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[{\"19417\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-30 07:17:17.000000+00:00\", \"2020-10-20 17:50:31.000000+00:00\", \"2020-02-16 13:05:16.000000+00:00\"], \"session_ids\": [\"e505710a-acda-4d8a-a109-86ee27fbf7a3\", \"18767c87-7b34-49c0-a32d-19ec2d05d277\", \"ac500051-db1c-4f2e-83bd-a485a9e2b9c0\"], \"total_duration\": 498.0, \"total_sessions\": 3, \"mean_week_duration\": 2.982}}, {\"71206\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-02-26 17:38:41.000000+00:00\", \"2022-04-10 12:35:23.000000+00:00\"], \"session_ids\": [\"36e50dd4-a43b-4f43-9eed-a7461eced6b7\", \"86ee5c6f-4cb8-42cf-8a07-9edba43c23cb\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 4.085}}]\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 6 users pieces of information who don't currently live in city San Juan and in addition put to use sorting by town naming descending."
}
] |
[
{
"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{\"91385\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-02-09 17:11:38.000000+00:00\", \"2019-12-26 19:58:43.000000+00:00\"], \"session_ids\": [\"a235f59c-659e-41c2-89d0-4e304ba821f6\", \"322dae28-752b-461e-8ad7-993816c16773\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 1.068}, \"21754\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-01-20 13:35:27.000000+00:00\", \"2019-12-11 21:11:59.000000+00:00\", \"2023-04-26 14:12:04.000000+00:00\", \"2021-06-20 10:13:17.000000+00:00\"], \"session_ids\": [\"9a9cc346-edfc-4873-a063-e43ab7ca3af7\", \"e848cd65-860d-45c4-b45f-cbc489d29409\", \"1e1d7d09-c5f3-415a-9f0f-84b780426381\", \"cad2fd71-a2b3-41b1-94d3-a4d509826769\"], \"total_duration\": 953.0, \"total_sessions\": 4, \"mean_week_duration\": 5.415}, \"83231\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-12-20 09:48:17.000000+00:00\", \"2021-01-26 16:09:50.000000+00:00\"], \"session_ids\": [\"cf086810-eb7f-4659-8cff-d1875bd86402\", \"93ea2c78-0694-4a0a-8d7f-ce4df5f47398\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.303}, \"4940\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-05-24 23:38:25.000000+00:00\", \"2021-01-12 11:35:19.000000+00:00\"], \"session_ids\": [\"6f37c4ec-98a1-4d04-9d59-0dfefc17958d\", \"f9a37a5f-843f-48af-bb7c-ee3430107a57\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 6.579}, \"33085\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-21 00:35:21.000000+00:00\", \"2019-08-26 18:36:52.000000+00:00\", \"2023-02-14 02:00:53.000000+00:00\", \"2019-02-08 21:41:01.000000+00:00\", \"2019-01-05 10:52:21.000000+00:00\", \"2021-05-28 21:21:52.000000+00:00\"], \"session_ids\": [\"0ff5f5fc-9909-45c8-bdb1-f64669c0e6a7\", \"5deb163c-dd3d-4211-985d-dcf47edfa07c\", \"95fca314-b79a-40b7-81b9-812aba642130\", \"2f53e019-6689-478e-a7df-bcc8f02f1e63\", \"f24aadaa-eb65-4558-93b1-b6f8a155bb80\", \"df346c56-532b-489f-9a4a-dce9788ae20f\"], \"total_duration\": 1741.0, \"total_sessions\": 6, \"mean_week_duration\": 8.098}, \"47060\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-06-03 15:25:26.000000+00:00\", \"2022-05-15 09:05:18.000000+00:00\"], \"session_ids\": [\"6d21eac1-09c7-4b08-954a-c67ea4e37274\", \"cb3b1f51-3428-49d7-b8d6-3f6ccb040d03\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 2.3}, \"23149\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-07-21 11:57:10.000000+00:00\", \"2023-02-25 04:10:35.000000+00:00\"], \"session_ids\": [\"8de202bd-637d-46d3-b3f0-5f808df81f07\", \"503ff6c7-0c85-42f3-bd0e-21250b9af97c\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 1.312}, \"71732\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-08-27 05:54:09.000000+00:00\", \"2022-09-25 17:52:52.000000+00:00\", \"2019-11-17 19:31:01.000000+00:00\", \"2021-08-17 13:06:58.000000+00:00\"], \"session_ids\": [\"1c737df0-208b-4f7d-9ed7-daac92233ff7\", \"f9052572-ce30-481d-a6bc-f32b02b3127d\", \"4678b527-0d27-4c41-b7d2-2766136cfb61\", \"d5da34ba-a9e6-4096-93a8-581cb9ace4d8\"], \"total_duration\": 168.0, \"total_sessions\": 4, \"mean_week_duration\": 1.043}, \"75281\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-12-23 22:44:37.000000+00:00\", \"2020-04-20 17:43:57.000000+00:00\", \"2020-12-18 07:10:32.000000+00:00\", \"2021-05-16 05:50:52.000000+00:00\"], \"session_ids\": [\"4412bff7-6780-462e-8fff-4a943e074320\", \"73d49171-eb58-4067-9fe7-19eab9f5aa49\", \"dada8b16-de04-4f5e-b31e-d2132a273486\", \"66c1715b-4e49-4e82-872b-bfb1eb1bba7d\"], \"total_duration\": 685.0, \"total_sessions\": 4, \"mean_week_duration\": 4.893}, \"13577\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-02-20 23:12:31.000000+00:00\", \"2021-07-20 21:06:34.000000+00:00\"], \"session_ids\": [\"0ee95c5c-6025-4a8f-b555-6f8da7a21aa7\", \"b2c30b5b-0046-4e37-a9e6-5cc263b8bd9b\"], \"total_duration\": 141.0, \"total_sessions\": 2, \"mean_week_duration\": 1.905}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not San Juan"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"San Juan\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"91385\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-02-09 17:11:38.000000+00:00\", \"2019-12-26 19:58:43.000000+00:00\"], \"session_ids\": [\"a235f59c-659e-41c2-89d0-4e304ba821f6\", \"322dae28-752b-461e-8ad7-993816c16773\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 1.068}, \"21754\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-01-20 13:35:27.000000+00:00\", \"2019-12-11 21:11:59.000000+00:00\", \"2023-04-26 14:12:04.000000+00:00\", \"2021-06-20 10:13:17.000000+00:00\"], \"session_ids\": [\"9a9cc346-edfc-4873-a063-e43ab7ca3af7\", \"e848cd65-860d-45c4-b45f-cbc489d29409\", \"1e1d7d09-c5f3-415a-9f0f-84b780426381\", \"cad2fd71-a2b3-41b1-94d3-a4d509826769\"], \"total_duration\": 953.0, \"total_sessions\": 4, \"mean_week_duration\": 5.415}, \"83231\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-12-20 09:48:17.000000+00:00\", \"2021-01-26 16:09:50.000000+00:00\"], \"session_ids\": [\"cf086810-eb7f-4659-8cff-d1875bd86402\", \"93ea2c78-0694-4a0a-8d7f-ce4df5f47398\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.303}, \"4940\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-05-24 23:38:25.000000+00:00\", \"2021-01-12 11:35:19.000000+00:00\"], \"session_ids\": [\"6f37c4ec-98a1-4d04-9d59-0dfefc17958d\", \"f9a37a5f-843f-48af-bb7c-ee3430107a57\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 6.579}, \"33085\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-21 00:35:21.000000+00:00\", \"2019-08-26 18:36:52.000000+00:00\", \"2023-02-14 02:00:53.000000+00:00\", \"2019-02-08 21:41:01.000000+00:00\", \"2019-01-05 10:52:21.000000+00:00\", \"2021-05-28 21:21:52.000000+00:00\"], \"session_ids\": [\"0ff5f5fc-9909-45c8-bdb1-f64669c0e6a7\", \"5deb163c-dd3d-4211-985d-dcf47edfa07c\", \"95fca314-b79a-40b7-81b9-812aba642130\", \"2f53e019-6689-478e-a7df-bcc8f02f1e63\", \"f24aadaa-eb65-4558-93b1-b6f8a155bb80\", \"df346c56-532b-489f-9a4a-dce9788ae20f\"], \"total_duration\": 1741.0, \"total_sessions\": 6, \"mean_week_duration\": 8.098}, \"47060\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-06-03 15:25:26.000000+00:00\", \"2022-05-15 09:05:18.000000+00:00\"], \"session_ids\": [\"6d21eac1-09c7-4b08-954a-c67ea4e37274\", \"cb3b1f51-3428-49d7-b8d6-3f6ccb040d03\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 2.3}, \"23149\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-07-21 11:57:10.000000+00:00\", \"2023-02-25 04:10:35.000000+00:00\"], \"session_ids\": [\"8de202bd-637d-46d3-b3f0-5f808df81f07\", \"503ff6c7-0c85-42f3-bd0e-21250b9af97c\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 1.312}, \"71732\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-08-27 05:54:09.000000+00:00\", \"2022-09-25 17:52:52.000000+00:00\", \"2019-11-17 19:31:01.000000+00:00\", \"2021-08-17 13:06:58.000000+00:00\"], \"session_ids\": [\"1c737df0-208b-4f7d-9ed7-daac92233ff7\", \"f9052572-ce30-481d-a6bc-f32b02b3127d\", \"4678b527-0d27-4c41-b7d2-2766136cfb61\", \"d5da34ba-a9e6-4096-93a8-581cb9ace4d8\"], \"total_duration\": 168.0, \"total_sessions\": 4, \"mean_week_duration\": 1.043}, \"75281\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-12-23 22:44:37.000000+00:00\", \"2020-04-20 17:43:57.000000+00:00\", \"2020-12-18 07:10:32.000000+00:00\", \"2021-05-16 05:50:52.000000+00:00\"], \"session_ids\": [\"4412bff7-6780-462e-8fff-4a943e074320\", \"73d49171-eb58-4067-9fe7-19eab9f5aa49\", \"dada8b16-de04-4f5e-b31e-d2132a273486\", \"66c1715b-4e49-4e82-872b-bfb1eb1bba7d\"], \"total_duration\": 685.0, \"total_sessions\": 4, \"mean_week_duration\": 4.893}, \"13577\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-02-20 23:12:31.000000+00:00\", \"2021-07-20 21:06:34.000000+00:00\"], \"session_ids\": [\"0ee95c5c-6025-4a8f-b555-6f8da7a21aa7\", \"b2c30b5b-0046-4e37-a9e6-5cc263b8bd9b\"], \"total_duration\": 141.0, \"total_sessions\": 2, \"mean_week_duration\": 1.905}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"4940\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-05-24 23:38:25.000000+00:00\", \"2021-01-12 11:35:19.000000+00:00\"], \"session_ids\": [\"6f37c4ec-98a1-4d04-9d59-0dfefc17958d\", \"f9a37a5f-843f-48af-bb7c-ee3430107a57\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 6.579}}, {\"71732\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-08-27 05:54:09.000000+00:00\", \"2022-09-25 17:52:52.000000+00:00\", \"2019-11-17 19:31:01.000000+00:00\", \"2021-08-17 13:06:58.000000+00:00\"], \"session_ids\": [\"1c737df0-208b-4f7d-9ed7-daac92233ff7\", \"f9052572-ce30-481d-a6bc-f32b02b3127d\", \"4678b527-0d27-4c41-b7d2-2766136cfb61\", \"d5da34ba-a9e6-4096-93a8-581cb9ace4d8\"], \"total_duration\": 168.0, \"total_sessions\": 4, \"mean_week_duration\": 1.043}}, {\"13577\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-02-20 23:12:31.000000+00:00\", \"2021-07-20 21:06:34.000000+00:00\"], \"session_ids\": [\"0ee95c5c-6025-4a8f-b555-6f8da7a21aa7\", \"b2c30b5b-0046-4e37-a9e6-5cc263b8bd9b\"], \"total_duration\": 141.0, \"total_sessions\": 2, \"mean_week_duration\": 1.905}}, {\"33085\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-21 00:35:21.000000+00:00\", \"2019-08-26 18:36:52.000000+00:00\", \"2023-02-14 02:00:53.000000+00:00\", \"2019-02-08 21:41:01.000000+00:00\", \"2019-01-05 10:52:21.000000+00:00\", \"2021-05-28 21:21:52.000000+00:00\"], \"session_ids\": [\"0ff5f5fc-9909-45c8-bdb1-f64669c0e6a7\", \"5deb163c-dd3d-4211-985d-dcf47edfa07c\", \"95fca314-b79a-40b7-81b9-812aba642130\", \"2f53e019-6689-478e-a7df-bcc8f02f1e63\", \"f24aadaa-eb65-4558-93b1-b6f8a155bb80\", \"df346c56-532b-489f-9a4a-dce9788ae20f\"], \"total_duration\": 1741.0, \"total_sessions\": 6, \"mean_week_duration\": 8.098}}, {\"21754\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-01-20 13:35:27.000000+00:00\", \"2019-12-11 21:11:59.000000+00:00\", \"2023-04-26 14:12:04.000000+00:00\", \"2021-06-20 10:13:17.000000+00:00\"], \"session_ids\": [\"9a9cc346-edfc-4873-a063-e43ab7ca3af7\", \"e848cd65-860d-45c4-b45f-cbc489d29409\", \"1e1d7d09-c5f3-415a-9f0f-84b780426381\", \"cad2fd71-a2b3-41b1-94d3-a4d509826769\"], \"total_duration\": 953.0, \"total_sessions\": 4, \"mean_week_duration\": 5.415}}, {\"83231\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-12-20 09:48:17.000000+00:00\", \"2021-01-26 16:09:50.000000+00:00\"], \"session_ids\": [\"cf086810-eb7f-4659-8cff-d1875bd86402\", \"93ea2c78-0694-4a0a-8d7f-ce4df5f47398\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.303}}, {\"47060\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-06-03 15:25:26.000000+00:00\", \"2022-05-15 09:05:18.000000+00:00\"], \"session_ids\": [\"6d21eac1-09c7-4b08-954a-c67ea4e37274\", \"cb3b1f51-3428-49d7-b8d6-3f6ccb040d03\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 2.3}}, {\"91385\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-02-09 17:11:38.000000+00:00\", \"2019-12-26 19:58:43.000000+00:00\"], \"session_ids\": [\"a235f59c-659e-41c2-89d0-4e304ba821f6\", \"322dae28-752b-461e-8ad7-993816c16773\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 1.068}}, {\"23149\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-07-21 11:57:10.000000+00:00\", \"2023-02-25 04:10:35.000000+00:00\"], \"session_ids\": [\"8de202bd-637d-46d3-b3f0-5f808df81f07\", \"503ff6c7-0c85-42f3-bd0e-21250b9af97c\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 1.312}}, {\"75281\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-12-23 22:44:37.000000+00:00\", \"2020-04-20 17:43:57.000000+00:00\", \"2020-12-18 07:10:32.000000+00:00\", \"2021-05-16 05:50:52.000000+00:00\"], \"session_ids\": [\"4412bff7-6780-462e-8fff-4a943e074320\", \"73d49171-eb58-4067-9fe7-19eab9f5aa49\", \"dada8b16-de04-4f5e-b31e-d2132a273486\", \"66c1715b-4e49-4e82-872b-bfb1eb1bba7d\"], \"total_duration\": 685.0, \"total_sessions\": 4, \"mean_week_duration\": 4.893}}]\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[{\"4940\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-05-24 23:38:25.000000+00:00\", \"2021-01-12 11:35:19.000000+00:00\"], \"session_ids\": [\"6f37c4ec-98a1-4d04-9d59-0dfefc17958d\", \"f9a37a5f-843f-48af-bb7c-ee3430107a57\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 6.579}}, {\"71732\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-08-27 05:54:09.000000+00:00\", \"2022-09-25 17:52:52.000000+00:00\", \"2019-11-17 19:31:01.000000+00:00\", \"2021-08-17 13:06:58.000000+00:00\"], \"session_ids\": [\"1c737df0-208b-4f7d-9ed7-daac92233ff7\", \"f9052572-ce30-481d-a6bc-f32b02b3127d\", \"4678b527-0d27-4c41-b7d2-2766136cfb61\", \"d5da34ba-a9e6-4096-93a8-581cb9ace4d8\"], \"total_duration\": 168.0, \"total_sessions\": 4, \"mean_week_duration\": 1.043}}, {\"13577\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-02-20 23:12:31.000000+00:00\", \"2021-07-20 21:06:34.000000+00:00\"], \"session_ids\": [\"0ee95c5c-6025-4a8f-b555-6f8da7a21aa7\", \"b2c30b5b-0046-4e37-a9e6-5cc263b8bd9b\"], \"total_duration\": 141.0, \"total_sessions\": 2, \"mean_week_duration\": 1.905}}, {\"33085\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-21 00:35:21.000000+00:00\", \"2019-08-26 18:36:52.000000+00:00\", \"2023-02-14 02:00:53.000000+00:00\", \"2019-02-08 21:41:01.000000+00:00\", \"2019-01-05 10:52:21.000000+00:00\", \"2021-05-28 21:21:52.000000+00:00\"], \"session_ids\": [\"0ff5f5fc-9909-45c8-bdb1-f64669c0e6a7\", \"5deb163c-dd3d-4211-985d-dcf47edfa07c\", \"95fca314-b79a-40b7-81b9-812aba642130\", \"2f53e019-6689-478e-a7df-bcc8f02f1e63\", \"f24aadaa-eb65-4558-93b1-b6f8a155bb80\", \"df346c56-532b-489f-9a4a-dce9788ae20f\"], \"total_duration\": 1741.0, \"total_sessions\": 6, \"mean_week_duration\": 8.098}}, {\"21754\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-01-20 13:35:27.000000+00:00\", \"2019-12-11 21:11:59.000000+00:00\", \"2023-04-26 14:12:04.000000+00:00\", \"2021-06-20 10:13:17.000000+00:00\"], \"session_ids\": [\"9a9cc346-edfc-4873-a063-e43ab7ca3af7\", \"e848cd65-860d-45c4-b45f-cbc489d29409\", \"1e1d7d09-c5f3-415a-9f0f-84b780426381\", \"cad2fd71-a2b3-41b1-94d3-a4d509826769\"], \"total_duration\": 953.0, \"total_sessions\": 4, \"mean_week_duration\": 5.415}}, {\"83231\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-12-20 09:48:17.000000+00:00\", \"2021-01-26 16:09:50.000000+00:00\"], \"session_ids\": [\"cf086810-eb7f-4659-8cff-d1875bd86402\", \"93ea2c78-0694-4a0a-8d7f-ce4df5f47398\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.303}}]\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[{\"4940\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-05-24 23:38:25.000000+00:00\", \"2021-01-12 11:35:19.000000+00:00\"], \"session_ids\": [\"6f37c4ec-98a1-4d04-9d59-0dfefc17958d\", \"f9a37a5f-843f-48af-bb7c-ee3430107a57\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 6.579}}, {\"71732\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-08-27 05:54:09.000000+00:00\", \"2022-09-25 17:52:52.000000+00:00\", \"2019-11-17 19:31:01.000000+00:00\", \"2021-08-17 13:06:58.000000+00:00\"], \"session_ids\": [\"1c737df0-208b-4f7d-9ed7-daac92233ff7\", \"f9052572-ce30-481d-a6bc-f32b02b3127d\", \"4678b527-0d27-4c41-b7d2-2766136cfb61\", \"d5da34ba-a9e6-4096-93a8-581cb9ace4d8\"], \"total_duration\": 168.0, \"total_sessions\": 4, \"mean_week_duration\": 1.043}}, {\"13577\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-02-20 23:12:31.000000+00:00\", \"2021-07-20 21:06:34.000000+00:00\"], \"session_ids\": [\"0ee95c5c-6025-4a8f-b555-6f8da7a21aa7\", \"b2c30b5b-0046-4e37-a9e6-5cc263b8bd9b\"], \"total_duration\": 141.0, \"total_sessions\": 2, \"mean_week_duration\": 1.905}}, {\"33085\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-21 00:35:21.000000+00:00\", \"2019-08-26 18:36:52.000000+00:00\", \"2023-02-14 02:00:53.000000+00:00\", \"2019-02-08 21:41:01.000000+00:00\", \"2019-01-05 10:52:21.000000+00:00\", \"2021-05-28 21:21:52.000000+00:00\"], \"session_ids\": [\"0ff5f5fc-9909-45c8-bdb1-f64669c0e6a7\", \"5deb163c-dd3d-4211-985d-dcf47edfa07c\", \"95fca314-b79a-40b7-81b9-812aba642130\", \"2f53e019-6689-478e-a7df-bcc8f02f1e63\", \"f24aadaa-eb65-4558-93b1-b6f8a155bb80\", \"df346c56-532b-489f-9a4a-dce9788ae20f\"], \"total_duration\": 1741.0, \"total_sessions\": 6, \"mean_week_duration\": 8.098}}, {\"21754\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-01-20 13:35:27.000000+00:00\", \"2019-12-11 21:11:59.000000+00:00\", \"2023-04-26 14:12:04.000000+00:00\", \"2021-06-20 10:13:17.000000+00:00\"], \"session_ids\": [\"9a9cc346-edfc-4873-a063-e43ab7ca3af7\", \"e848cd65-860d-45c4-b45f-cbc489d29409\", \"1e1d7d09-c5f3-415a-9f0f-84b780426381\", \"cad2fd71-a2b3-41b1-94d3-a4d509826769\"], \"total_duration\": 953.0, \"total_sessions\": 4, \"mean_week_duration\": 5.415}}, {\"83231\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-12-20 09:48:17.000000+00:00\", \"2021-01-26 16:09:50.000000+00:00\"], \"session_ids\": [\"cf086810-eb7f-4659-8cff-d1875bd86402\", \"93ea2c78-0694-4a0a-8d7f-ce4df5f47398\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.303}}]\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 2 users who belong to cities Cape Town, Moscow, Nassau, Cairo, London, Athens , moreover sort by site usage time per week 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{\"47516\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-30 10:18:13.000000+00:00\", \"2021-12-26 01:52:43.000000+00:00\", \"2019-06-26 03:52:10.000000+00:00\"], \"session_ids\": [\"044b687c-ffe5-4148-98d4-80a1302e3efa\", \"0165efe1-7bc8-459c-9509-65e2f71e9711\", \"d0a5085d-9cda-402d-97d1-94d9096ec6a5\"], \"total_duration\": 781.0, \"total_sessions\": 3, \"mean_week_duration\": 5.962}, \"52835\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-08-22 10:41:38.000000+00:00\", \"2020-01-14 21:24:39.000000+00:00\", \"2023-03-20 12:37:39.000000+00:00\", \"2019-11-11 16:51:05.000000+00:00\", \"2019-07-01 08:08:44.000000+00:00\", \"2021-02-26 17:39:20.000000+00:00\", \"2023-05-14 10:16:55.000000+00:00\", \"2021-11-11 08:58:00.000000+00:00\", \"2022-02-24 21:03:22.000000+00:00\", \"2021-09-17 15:46:44.000000+00:00\"], \"session_ids\": [\"13a1ac82-5ed5-4998-835e-9ba9ce24de83\", \"291fafe1-5260-4fdb-81ad-bbd2777e1988\", \"efc19363-d600-4f21-b8d9-8f2bcc5f82a0\", \"7905e486-ba74-4100-949a-b11f9a8f1a98\", \"e6a36c83-4bf9-424e-a2c9-1eea8fb1de38\", \"bded72ae-8975-4f23-ba9b-32a5001c19ba\", \"e51de6e3-0bb3-4e53-a33c-39ce8e0113a7\", \"3edc5f73-c6d8-49ba-b345-aeedcbba6df5\", \"8db1ed17-1091-4c24-8d47-d93d6e943c49\", \"91a34f51-c7b4-40d5-b3ee-362f45ffcbda\"], \"total_duration\": 933.0, \"total_sessions\": 10, \"mean_week_duration\": 4.619}, \"45920\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-06-21 20:33:48.000000+00:00\", \"2022-04-01 23:33:30.000000+00:00\", \"2022-08-27 12:06:54.000000+00:00\", \"2023-06-10 12:37:55.000000+00:00\"], \"session_ids\": [\"8c5a648f-6439-409c-a391-185c319aad7d\", \"8a192f4a-656e-4c52-8236-e1e1a01137cf\", \"04fb55fd-5edd-43bb-8cf7-1b257c7fe887\", \"9e7ca44d-34b3-46f6-a47b-50259b1da791\"], \"total_duration\": 136.0, \"total_sessions\": 4, \"mean_week_duration\": 2.125}, \"12841\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-07-23 16:10:05.000000+00:00\", \"2020-11-16 22:11:37.000000+00:00\"], \"session_ids\": [\"50f4ddc1-6c02-4d06-8a87-d1a5c75f2ff5\", \"cc1ece00-f4d9-4386-b335-87672e23cb83\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.275}, \"86757\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-05-31 07:10:43.000000+00:00\", \"2019-02-14 14:02:06.000000+00:00\", \"2019-08-22 23:26:07.000000+00:00\", \"2023-06-29 21:57:40.000000+00:00\", \"2021-11-24 04:01:27.000000+00:00\", \"2023-05-12 07:18:39.000000+00:00\", \"2021-01-26 10:03:00.000000+00:00\", \"2022-10-29 03:05:10.000000+00:00\", \"2022-03-01 23:49:49.000000+00:00\", \"2020-08-11 14:24:30.000000+00:00\"], \"session_ids\": [\"c8853caf-952c-4acf-b7e5-6199de3b653e\", \"8cc9aaba-0da6-4f11-a0a5-8cdc610a281e\", \"09c2b938-d84a-48f2-b8c3-46b9fa9c7f7c\", \"40785049-7dca-431a-af86-9b9f0e1dbf3a\", \"3a2727f2-3aa0-43d2-9510-a2e4d260fa4f\", \"3a90d600-8f58-4e65-bff5-250f52325423\", \"fbfd7202-f671-424d-aedc-77d383091c82\", \"39d003c8-ff8f-4066-a3c1-cc8aea698d56\", \"adbb7b82-56e9-418b-a7f5-7931d3cadb2b\", \"98ebef01-8d43-4b0f-888a-40781b24e836\"], \"total_duration\": 1879.0, \"total_sessions\": 10, \"mean_week_duration\": 8.241}, \"71233\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-03-16 19:40:11.000000+00:00\", \"2019-01-21 04:08:16.000000+00:00\", \"2022-12-21 20:56:43.000000+00:00\", \"2021-12-12 14:51:45.000000+00:00\"], \"session_ids\": [\"4c4b7bc3-82c7-43a6-b37e-0016ffa3838e\", \"5cb22728-479f-426f-8c6e-8e5f518cceea\", \"4d5b1a16-bceb-4489-a9ce-074c925cf8d4\", \"707160ff-0511-470d-8345-d2b6ce6347cf\"], \"total_duration\": 637.0, \"total_sessions\": 4, \"mean_week_duration\": 3.107}, \"13407\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-06-23 01:32:15.000000+00:00\", \"2021-02-26 15:52:36.000000+00:00\"], \"session_ids\": [\"35cdd83c-5e1d-4b85-aad0-dda19a29628c\", \"8925c42c-9c0f-45e0-bbbf-62ab3fa004ce\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 1.059}, \"37641\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-02-09 21:54:05.000000+00:00\", \"2022-12-01 11:49:26.000000+00:00\", \"2020-01-22 03:54:18.000000+00:00\"], \"session_ids\": [\"85c1a283-a61f-4a23-aee8-2c691357afc8\", \"85940779-7a37-49ef-ba9c-4b8a3d3db570\", \"c43e22c0-927b-47f0-90f3-d1308ca6f87e\"], \"total_duration\": 762.0, \"total_sessions\": 3, \"mean_week_duration\": 5.08}, \"82211\": {\"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\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2021-09-14 23:56:28.000000+00:00\", \"2023-02-15 02:08:00.000000+00:00\", \"2019-06-01 10:17:29.000000+00:00\", \"2021-09-09 18:09:53.000000+00:00\", \"2022-06-04 16:54:55.000000+00:00\", \"2021-06-07 05:55:48.000000+00:00\", \"2022-12-19 07:37:24.000000+00:00\"], \"session_ids\": [\"3366273a-ac7c-4668-a412-fb222f0acc92\", \"7a38cb7d-89c3-4c69-9458-21c2fbddddc5\", \"9536879d-c5bd-4737-8519-d75cc5a7b79c\", \"34ec89e7-99d2-4015-a847-50c6a23b3bb5\", \"8fa0645d-959b-44c0-acec-9cb627879ac5\", \"14eb62ae-af98-4d2a-a78a-c297d48524d0\", \"0dc691c9-3a7e-497b-93fa-239e1a0965d1\"], \"total_duration\": 801.0, \"total_sessions\": 7, \"mean_week_duration\": 4.129}, \"29718\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-01-07 21:39:18.000000+00:00\", \"2020-10-23 12:57:03.000000+00:00\", \"2022-12-30 10:03:25.000000+00:00\", \"2020-03-16 05:06:59.000000+00:00\", \"2020-10-30 08:42:10.000000+00:00\", \"2021-11-18 02:31:16.000000+00:00\", \"2023-04-10 06:09:22.000000+00:00\"], \"session_ids\": [\"0036562b-9c3c-4785-b741-e14235b77aa7\", \"fc340a66-e613-4b4a-8e1e-5285b163d286\", \"90528add-7f8d-424d-84dd-27c26a224f04\", \"e3cd46e2-b07f-43d4-8973-048d1496e351\", \"1c5160b7-992a-4b9c-8de0-a493284a040c\", \"f9c05104-8a38-4544-99df-81adbe83c875\", \"c4f59713-b168-4fc3-ae0b-21afaca24d03\"], \"total_duration\": 480.0, \"total_sessions\": 7, \"mean_week_duration\": 2.162}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are Cape Town, Moscow, Nassau, Cairo, London, Athens"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Cape Town\", \"Moscow\", \"Nassau\", \"Cairo\", \"London\", \"Athens\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"13407\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-06-23 01:32:15.000000+00:00\", \"2021-02-26 15:52:36.000000+00:00\"], \"session_ids\": [\"35cdd83c-5e1d-4b85-aad0-dda19a29628c\", \"8925c42c-9c0f-45e0-bbbf-62ab3fa004ce\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 1.059}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"13407\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-06-23 01:32:15.000000+00:00\", \"2021-02-26 15:52:36.000000+00:00\"], \"session_ids\": [\"35cdd83c-5e1d-4b85-aad0-dda19a29628c\", \"8925c42c-9c0f-45e0-bbbf-62ab3fa004ce\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 1.059}}]\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[{\"13407\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-06-23 01:32:15.000000+00:00\", \"2021-02-26 15:52:36.000000+00:00\"], \"session_ids\": [\"35cdd83c-5e1d-4b85-aad0-dda19a29628c\", \"8925c42c-9c0f-45e0-bbbf-62ab3fa004ce\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 1.059}}]\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[{\"13407\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-06-23 01:32:15.000000+00:00\", \"2021-02-26 15:52:36.000000+00:00\"], \"session_ids\": [\"35cdd83c-5e1d-4b85-aad0-dda19a29628c\", \"8925c42c-9c0f-45e0-bbbf-62ab3fa004ce\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 1.059}}]\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 3 users to me who have total time using the app is bigger than 1024 and strictly smaller than 3009 , and execute sorting by overall total sessions from the smallest to the largest and keep only 4 entries."
}
] |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.