conversations
list |
|---|
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is Istanbul"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Istanbul\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about 4 users whose total sessoins count is bigger than 5 and smaller than 5 (not including) in addition execute sorting by total duration 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{\"20810\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-11-21 03:22:10.000000+00:00\", \"2021-02-01 16:49:40.000000+00:00\", \"2021-09-28 16:11:58.000000+00:00\", \"2020-11-29 00:50:54.000000+00:00\", \"2020-05-29 07:21:36.000000+00:00\", \"2023-04-14 09:07:35.000000+00:00\", \"2023-02-14 21:25:09.000000+00:00\"], \"session_ids\": [\"4b3ed3e3-18bd-46b8-b5ff-278ea2040c93\", \"4cbe667c-e740-4bab-bdeb-96f51f052f19\", \"3649ed88-2261-4a35-a74d-ed8074526026\", \"3b3f38df-432c-400f-8bc0-90694cefecda\", \"f31ad3e1-7336-4350-b2ad-d96c5440df7f\", \"12a25fa3-47e3-4bd9-b8c9-dc3343388f55\", \"cfabde94-b5a6-44b9-b98a-31036c894bb9\"], \"total_duration\": 2122.0, \"total_sessions\": 7, \"mean_week_duration\": 11.921}, \"36049\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-12-06 08:51:19.000000+00:00\", \"2021-07-23 18:23:11.000000+00:00\"], \"session_ids\": [\"b995c55d-25fa-4a03-9e35-df72c0ece412\", \"9a7745db-d116-4d74-b4fd-ff05a61709b6\"], \"total_duration\": 405.0, \"total_sessions\": 2, \"mean_week_duration\": 12.273}, \"94021\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-12 22:28:26.000000+00:00\", \"2019-06-21 08:37:43.000000+00:00\"], \"session_ids\": [\"8a45d4c2-46f0-44d7-b25b-447b84710575\", \"34f574fe-abda-4ba2-979c-c4d4a9691f41\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 8.875}, \"27735\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-04-14 03:00:41.000000+00:00\", \"2019-08-11 14:04:09.000000+00:00\"], \"session_ids\": [\"32703d9d-ac6c-4a31-80eb-9f6173a28ca5\", \"c14b0153-1ea0-42db-83d8-4605860c810d\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 0.814}, \"87855\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-19 01:35:51.000000+00:00\", \"2022-01-13 19:27:58.000000+00:00\", \"2023-06-01 16:32:10.000000+00:00\", \"2020-09-29 07:17:17.000000+00:00\", \"2020-06-29 18:03:28.000000+00:00\", \"2020-01-27 08:12:03.000000+00:00\", \"2020-12-06 04:49:07.000000+00:00\"], \"session_ids\": [\"66c04812-36e0-4abb-9e44-1bf016e5a452\", \"65532f37-1f9c-417f-a83d-fa9b2dee5034\", \"93c8fad2-ac89-44f2-ac5e-ef7461cc9919\", \"e73829f4-f79e-477d-bc19-7d83d3222918\", \"fb3616aa-7c48-4524-bf33-ec0d4bd4ff60\", \"821dc69e-db6d-4a37-96c8-a66d18223596\", \"f4c22014-7d88-4755-a871-95dd44342a9f\"], \"total_duration\": 8862.0, \"total_sessions\": 7, \"mean_week_duration\": 50.64}, \"12821\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-11-11 12:49:16.000000+00:00\", \"2022-07-28 22:54:01.000000+00:00\"], \"session_ids\": [\"7d16b374-2dee-4156-bcfa-30c91f938fc1\", \"9704f8fc-5598-41db-9095-7f568bd3f35f\"], \"total_duration\": 480.0, \"total_sessions\": 2, \"mean_week_duration\": 5.333}, \"30876\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-10-27 21:29:51.000000+00:00\", \"2021-09-17 16:40:27.000000+00:00\", \"2019-10-02 11:35:49.000000+00:00\"], \"session_ids\": [\"d7452dc0-8699-42dd-965c-d0d93ae66ae2\", \"16f76e06-622b-474b-9122-4a137dafea4b\", \"e2c17559-1af5-4955-9b06-8c44bd12991f\"], \"total_duration\": 592.0, \"total_sessions\": 3, \"mean_week_duration\": 3.677}, \"51748\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-12-07 15:21:23.000000+00:00\", \"2021-11-08 18:03:43.000000+00:00\"], \"session_ids\": [\"72a7cebf-7521-45c8-aa75-bd3d5ec3a732\", \"8c9e63d2-1373-404e-b26d-09cd99757b6e\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 0.802}, \"86595\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-10-11 17:06:06.000000+00:00\", \"2022-12-14 00:10:31.000000+00:00\", \"2021-11-12 18:40:56.000000+00:00\", \"2020-01-09 05:35:45.000000+00:00\", \"2020-05-04 06:54:23.000000+00:00\", \"2023-06-01 02:12:55.000000+00:00\", \"2021-03-14 06:23:47.000000+00:00\"], \"session_ids\": [\"05a57ed5-e1da-4d52-87ca-a0091b71c1d1\", \"148dcef7-864b-4547-a933-c488e5448bfe\", \"75b2168c-51e9-4205-b950-8da43da24d60\", \"1577db47-3878-4c4d-98b5-d78410686256\", \"c7410164-a3bc-411e-b7a1-526d06c7c7c8\", \"e913e865-1532-4f56-acb1-d1e4fee2265c\", \"daae4550-c451-4e97-8267-e537704d3200\"], \"total_duration\": 4296.0, \"total_sessions\": 7, \"mean_week_duration\": 24.271}, \"88190\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-06-15 13:14:04.000000+00:00\", \"2022-05-20 00:40:50.000000+00:00\"], \"session_ids\": [\"2af6c192-644b-4cb8-9004-5929c7d41065\", \"85805f12-5b0b-469c-98c6-2d98ba6feb97\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 0.68}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are less than 5 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\": [[5, 5]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"36049\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-12-06 08:51:19.000000+00:00\", \"2021-07-23 18:23:11.000000+00:00\"], \"session_ids\": [\"b995c55d-25fa-4a03-9e35-df72c0ece412\", \"9a7745db-d116-4d74-b4fd-ff05a61709b6\"], \"total_duration\": 405.0, \"total_sessions\": 2, \"mean_week_duration\": 12.273}, \"94021\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-12 22:28:26.000000+00:00\", \"2019-06-21 08:37:43.000000+00:00\"], \"session_ids\": [\"8a45d4c2-46f0-44d7-b25b-447b84710575\", \"34f574fe-abda-4ba2-979c-c4d4a9691f41\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 8.875}, \"27735\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-04-14 03:00:41.000000+00:00\", \"2019-08-11 14:04:09.000000+00:00\"], \"session_ids\": [\"32703d9d-ac6c-4a31-80eb-9f6173a28ca5\", \"c14b0153-1ea0-42db-83d8-4605860c810d\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 0.814}, \"12821\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-11-11 12:49:16.000000+00:00\", \"2022-07-28 22:54:01.000000+00:00\"], \"session_ids\": [\"7d16b374-2dee-4156-bcfa-30c91f938fc1\", \"9704f8fc-5598-41db-9095-7f568bd3f35f\"], \"total_duration\": 480.0, \"total_sessions\": 2, \"mean_week_duration\": 5.333}, \"30876\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-10-27 21:29:51.000000+00:00\", \"2021-09-17 16:40:27.000000+00:00\", \"2019-10-02 11:35:49.000000+00:00\"], \"session_ids\": [\"d7452dc0-8699-42dd-965c-d0d93ae66ae2\", \"16f76e06-622b-474b-9122-4a137dafea4b\", \"e2c17559-1af5-4955-9b06-8c44bd12991f\"], \"total_duration\": 592.0, \"total_sessions\": 3, \"mean_week_duration\": 3.677}, \"51748\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-12-07 15:21:23.000000+00:00\", \"2021-11-08 18:03:43.000000+00:00\"], \"session_ids\": [\"72a7cebf-7521-45c8-aa75-bd3d5ec3a732\", \"8c9e63d2-1373-404e-b26d-09cd99757b6e\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 0.802}, \"88190\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-06-15 13:14:04.000000+00:00\", \"2022-05-20 00:40:50.000000+00:00\"], \"session_ids\": [\"2af6c192-644b-4cb8-9004-5929c7d41065\", \"85805f12-5b0b-469c-98c6-2d98ba6feb97\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 0.68}, \"20810\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-11-21 03:22:10.000000+00:00\", \"2021-02-01 16:49:40.000000+00:00\", \"2021-09-28 16:11:58.000000+00:00\", \"2020-11-29 00:50:54.000000+00:00\", \"2020-05-29 07:21:36.000000+00:00\", \"2023-04-14 09:07:35.000000+00:00\", \"2023-02-14 21:25:09.000000+00:00\"], \"session_ids\": [\"4b3ed3e3-18bd-46b8-b5ff-278ea2040c93\", \"4cbe667c-e740-4bab-bdeb-96f51f052f19\", \"3649ed88-2261-4a35-a74d-ed8074526026\", \"3b3f38df-432c-400f-8bc0-90694cefecda\", \"f31ad3e1-7336-4350-b2ad-d96c5440df7f\", \"12a25fa3-47e3-4bd9-b8c9-dc3343388f55\", \"cfabde94-b5a6-44b9-b98a-31036c894bb9\"], \"total_duration\": 2122.0, \"total_sessions\": 7, \"mean_week_duration\": 11.921}, \"87855\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-19 01:35:51.000000+00:00\", \"2022-01-13 19:27:58.000000+00:00\", \"2023-06-01 16:32:10.000000+00:00\", \"2020-09-29 07:17:17.000000+00:00\", \"2020-06-29 18:03:28.000000+00:00\", \"2020-01-27 08:12:03.000000+00:00\", \"2020-12-06 04:49:07.000000+00:00\"], \"session_ids\": [\"66c04812-36e0-4abb-9e44-1bf016e5a452\", \"65532f37-1f9c-417f-a83d-fa9b2dee5034\", \"93c8fad2-ac89-44f2-ac5e-ef7461cc9919\", \"e73829f4-f79e-477d-bc19-7d83d3222918\", \"fb3616aa-7c48-4524-bf33-ec0d4bd4ff60\", \"821dc69e-db6d-4a37-96c8-a66d18223596\", \"f4c22014-7d88-4755-a871-95dd44342a9f\"], \"total_duration\": 8862.0, \"total_sessions\": 7, \"mean_week_duration\": 50.64}, \"86595\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-10-11 17:06:06.000000+00:00\", \"2022-12-14 00:10:31.000000+00:00\", \"2021-11-12 18:40:56.000000+00:00\", \"2020-01-09 05:35:45.000000+00:00\", \"2020-05-04 06:54:23.000000+00:00\", \"2023-06-01 02:12:55.000000+00:00\", \"2021-03-14 06:23:47.000000+00:00\"], \"session_ids\": [\"05a57ed5-e1da-4d52-87ca-a0091b71c1d1\", \"148dcef7-864b-4547-a933-c488e5448bfe\", \"75b2168c-51e9-4205-b950-8da43da24d60\", \"1577db47-3878-4c4d-98b5-d78410686256\", \"c7410164-a3bc-411e-b7a1-526d06c7c7c8\", \"e913e865-1532-4f56-acb1-d1e4fee2265c\", \"daae4550-c451-4e97-8267-e537704d3200\"], \"total_duration\": 4296.0, \"total_sessions\": 7, \"mean_week_duration\": 24.271}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"87855\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-19 01:35:51.000000+00:00\", \"2022-01-13 19:27:58.000000+00:00\", \"2023-06-01 16:32:10.000000+00:00\", \"2020-09-29 07:17:17.000000+00:00\", \"2020-06-29 18:03:28.000000+00:00\", \"2020-01-27 08:12:03.000000+00:00\", \"2020-12-06 04:49:07.000000+00:00\"], \"session_ids\": [\"66c04812-36e0-4abb-9e44-1bf016e5a452\", \"65532f37-1f9c-417f-a83d-fa9b2dee5034\", \"93c8fad2-ac89-44f2-ac5e-ef7461cc9919\", \"e73829f4-f79e-477d-bc19-7d83d3222918\", \"fb3616aa-7c48-4524-bf33-ec0d4bd4ff60\", \"821dc69e-db6d-4a37-96c8-a66d18223596\", \"f4c22014-7d88-4755-a871-95dd44342a9f\"], \"total_duration\": 8862.0, \"total_sessions\": 7, \"mean_week_duration\": 50.64}}, {\"86595\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-10-11 17:06:06.000000+00:00\", \"2022-12-14 00:10:31.000000+00:00\", \"2021-11-12 18:40:56.000000+00:00\", \"2020-01-09 05:35:45.000000+00:00\", \"2020-05-04 06:54:23.000000+00:00\", \"2023-06-01 02:12:55.000000+00:00\", \"2021-03-14 06:23:47.000000+00:00\"], \"session_ids\": [\"05a57ed5-e1da-4d52-87ca-a0091b71c1d1\", \"148dcef7-864b-4547-a933-c488e5448bfe\", \"75b2168c-51e9-4205-b950-8da43da24d60\", \"1577db47-3878-4c4d-98b5-d78410686256\", \"c7410164-a3bc-411e-b7a1-526d06c7c7c8\", \"e913e865-1532-4f56-acb1-d1e4fee2265c\", \"daae4550-c451-4e97-8267-e537704d3200\"], \"total_duration\": 4296.0, \"total_sessions\": 7, \"mean_week_duration\": 24.271}}, {\"20810\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-11-21 03:22:10.000000+00:00\", \"2021-02-01 16:49:40.000000+00:00\", \"2021-09-28 16:11:58.000000+00:00\", \"2020-11-29 00:50:54.000000+00:00\", \"2020-05-29 07:21:36.000000+00:00\", \"2023-04-14 09:07:35.000000+00:00\", \"2023-02-14 21:25:09.000000+00:00\"], \"session_ids\": [\"4b3ed3e3-18bd-46b8-b5ff-278ea2040c93\", \"4cbe667c-e740-4bab-bdeb-96f51f052f19\", \"3649ed88-2261-4a35-a74d-ed8074526026\", \"3b3f38df-432c-400f-8bc0-90694cefecda\", \"f31ad3e1-7336-4350-b2ad-d96c5440df7f\", \"12a25fa3-47e3-4bd9-b8c9-dc3343388f55\", \"cfabde94-b5a6-44b9-b98a-31036c894bb9\"], \"total_duration\": 2122.0, \"total_sessions\": 7, \"mean_week_duration\": 11.921}}, {\"30876\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-10-27 21:29:51.000000+00:00\", \"2021-09-17 16:40:27.000000+00:00\", \"2019-10-02 11:35:49.000000+00:00\"], \"session_ids\": [\"d7452dc0-8699-42dd-965c-d0d93ae66ae2\", \"16f76e06-622b-474b-9122-4a137dafea4b\", \"e2c17559-1af5-4955-9b06-8c44bd12991f\"], \"total_duration\": 592.0, \"total_sessions\": 3, \"mean_week_duration\": 3.677}}, {\"12821\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-11-11 12:49:16.000000+00:00\", \"2022-07-28 22:54:01.000000+00:00\"], \"session_ids\": [\"7d16b374-2dee-4156-bcfa-30c91f938fc1\", \"9704f8fc-5598-41db-9095-7f568bd3f35f\"], \"total_duration\": 480.0, \"total_sessions\": 2, \"mean_week_duration\": 5.333}}, {\"36049\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-12-06 08:51:19.000000+00:00\", \"2021-07-23 18:23:11.000000+00:00\"], \"session_ids\": [\"b995c55d-25fa-4a03-9e35-df72c0ece412\", \"9a7745db-d116-4d74-b4fd-ff05a61709b6\"], \"total_duration\": 405.0, \"total_sessions\": 2, \"mean_week_duration\": 12.273}}, {\"27735\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-04-14 03:00:41.000000+00:00\", \"2019-08-11 14:04:09.000000+00:00\"], \"session_ids\": [\"32703d9d-ac6c-4a31-80eb-9f6173a28ca5\", \"c14b0153-1ea0-42db-83d8-4605860c810d\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 0.814}}, {\"88190\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-06-15 13:14:04.000000+00:00\", \"2022-05-20 00:40:50.000000+00:00\"], \"session_ids\": [\"2af6c192-644b-4cb8-9004-5929c7d41065\", \"85805f12-5b0b-469c-98c6-2d98ba6feb97\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 0.68}}, {\"51748\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-12-07 15:21:23.000000+00:00\", \"2021-11-08 18:03:43.000000+00:00\"], \"session_ids\": [\"72a7cebf-7521-45c8-aa75-bd3d5ec3a732\", \"8c9e63d2-1373-404e-b26d-09cd99757b6e\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 0.802}}, {\"94021\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-12 22:28:26.000000+00:00\", \"2019-06-21 08:37:43.000000+00:00\"], \"session_ids\": [\"8a45d4c2-46f0-44d7-b25b-447b84710575\", \"34f574fe-abda-4ba2-979c-c4d4a9691f41\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 8.875}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 4 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"87855\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-19 01:35:51.000000+00:00\", \"2022-01-13 19:27:58.000000+00:00\", \"2023-06-01 16:32:10.000000+00:00\", \"2020-09-29 07:17:17.000000+00:00\", \"2020-06-29 18:03:28.000000+00:00\", \"2020-01-27 08:12:03.000000+00:00\", \"2020-12-06 04:49:07.000000+00:00\"], \"session_ids\": [\"66c04812-36e0-4abb-9e44-1bf016e5a452\", \"65532f37-1f9c-417f-a83d-fa9b2dee5034\", \"93c8fad2-ac89-44f2-ac5e-ef7461cc9919\", \"e73829f4-f79e-477d-bc19-7d83d3222918\", \"fb3616aa-7c48-4524-bf33-ec0d4bd4ff60\", \"821dc69e-db6d-4a37-96c8-a66d18223596\", \"f4c22014-7d88-4755-a871-95dd44342a9f\"], \"total_duration\": 8862.0, \"total_sessions\": 7, \"mean_week_duration\": 50.64}}, {\"86595\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-10-11 17:06:06.000000+00:00\", \"2022-12-14 00:10:31.000000+00:00\", \"2021-11-12 18:40:56.000000+00:00\", \"2020-01-09 05:35:45.000000+00:00\", \"2020-05-04 06:54:23.000000+00:00\", \"2023-06-01 02:12:55.000000+00:00\", \"2021-03-14 06:23:47.000000+00:00\"], \"session_ids\": [\"05a57ed5-e1da-4d52-87ca-a0091b71c1d1\", \"148dcef7-864b-4547-a933-c488e5448bfe\", \"75b2168c-51e9-4205-b950-8da43da24d60\", \"1577db47-3878-4c4d-98b5-d78410686256\", \"c7410164-a3bc-411e-b7a1-526d06c7c7c8\", \"e913e865-1532-4f56-acb1-d1e4fee2265c\", \"daae4550-c451-4e97-8267-e537704d3200\"], \"total_duration\": 4296.0, \"total_sessions\": 7, \"mean_week_duration\": 24.271}}, {\"20810\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-11-21 03:22:10.000000+00:00\", \"2021-02-01 16:49:40.000000+00:00\", \"2021-09-28 16:11:58.000000+00:00\", \"2020-11-29 00:50:54.000000+00:00\", \"2020-05-29 07:21:36.000000+00:00\", \"2023-04-14 09:07:35.000000+00:00\", \"2023-02-14 21:25:09.000000+00:00\"], \"session_ids\": [\"4b3ed3e3-18bd-46b8-b5ff-278ea2040c93\", \"4cbe667c-e740-4bab-bdeb-96f51f052f19\", \"3649ed88-2261-4a35-a74d-ed8074526026\", \"3b3f38df-432c-400f-8bc0-90694cefecda\", \"f31ad3e1-7336-4350-b2ad-d96c5440df7f\", \"12a25fa3-47e3-4bd9-b8c9-dc3343388f55\", \"cfabde94-b5a6-44b9-b98a-31036c894bb9\"], \"total_duration\": 2122.0, \"total_sessions\": 7, \"mean_week_duration\": 11.921}}, {\"30876\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-10-27 21:29:51.000000+00:00\", \"2021-09-17 16:40:27.000000+00:00\", \"2019-10-02 11:35:49.000000+00:00\"], \"session_ids\": [\"d7452dc0-8699-42dd-965c-d0d93ae66ae2\", \"16f76e06-622b-474b-9122-4a137dafea4b\", \"e2c17559-1af5-4955-9b06-8c44bd12991f\"], \"total_duration\": 592.0, \"total_sessions\": 3, \"mean_week_duration\": 3.677}}]\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[{\"87855\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-19 01:35:51.000000+00:00\", \"2022-01-13 19:27:58.000000+00:00\", \"2023-06-01 16:32:10.000000+00:00\", \"2020-09-29 07:17:17.000000+00:00\", \"2020-06-29 18:03:28.000000+00:00\", \"2020-01-27 08:12:03.000000+00:00\", \"2020-12-06 04:49:07.000000+00:00\"], \"session_ids\": [\"66c04812-36e0-4abb-9e44-1bf016e5a452\", \"65532f37-1f9c-417f-a83d-fa9b2dee5034\", \"93c8fad2-ac89-44f2-ac5e-ef7461cc9919\", \"e73829f4-f79e-477d-bc19-7d83d3222918\", \"fb3616aa-7c48-4524-bf33-ec0d4bd4ff60\", \"821dc69e-db6d-4a37-96c8-a66d18223596\", \"f4c22014-7d88-4755-a871-95dd44342a9f\"], \"total_duration\": 8862.0, \"total_sessions\": 7, \"mean_week_duration\": 50.64}}, {\"86595\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-10-11 17:06:06.000000+00:00\", \"2022-12-14 00:10:31.000000+00:00\", \"2021-11-12 18:40:56.000000+00:00\", \"2020-01-09 05:35:45.000000+00:00\", \"2020-05-04 06:54:23.000000+00:00\", \"2023-06-01 02:12:55.000000+00:00\", \"2021-03-14 06:23:47.000000+00:00\"], \"session_ids\": [\"05a57ed5-e1da-4d52-87ca-a0091b71c1d1\", \"148dcef7-864b-4547-a933-c488e5448bfe\", \"75b2168c-51e9-4205-b950-8da43da24d60\", \"1577db47-3878-4c4d-98b5-d78410686256\", \"c7410164-a3bc-411e-b7a1-526d06c7c7c8\", \"e913e865-1532-4f56-acb1-d1e4fee2265c\", \"daae4550-c451-4e97-8267-e537704d3200\"], \"total_duration\": 4296.0, \"total_sessions\": 7, \"mean_week_duration\": 24.271}}, {\"20810\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-11-21 03:22:10.000000+00:00\", \"2021-02-01 16:49:40.000000+00:00\", \"2021-09-28 16:11:58.000000+00:00\", \"2020-11-29 00:50:54.000000+00:00\", \"2020-05-29 07:21:36.000000+00:00\", \"2023-04-14 09:07:35.000000+00:00\", \"2023-02-14 21:25:09.000000+00:00\"], \"session_ids\": [\"4b3ed3e3-18bd-46b8-b5ff-278ea2040c93\", \"4cbe667c-e740-4bab-bdeb-96f51f052f19\", \"3649ed88-2261-4a35-a74d-ed8074526026\", \"3b3f38df-432c-400f-8bc0-90694cefecda\", \"f31ad3e1-7336-4350-b2ad-d96c5440df7f\", \"12a25fa3-47e3-4bd9-b8c9-dc3343388f55\", \"cfabde94-b5a6-44b9-b98a-31036c894bb9\"], \"total_duration\": 2122.0, \"total_sessions\": 7, \"mean_week_duration\": 11.921}}, {\"30876\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-10-27 21:29:51.000000+00:00\", \"2021-09-17 16:40:27.000000+00:00\", \"2019-10-02 11:35:49.000000+00:00\"], \"session_ids\": [\"d7452dc0-8699-42dd-965c-d0d93ae66ae2\", \"16f76e06-622b-474b-9122-4a137dafea4b\", \"e2c17559-1af5-4955-9b06-8c44bd12991f\"], \"total_duration\": 592.0, \"total_sessions\": 3, \"mean_week_duration\": 3.677}}]\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 user who isn't living in city Caracas and in addition perform sorting by mean week duration ascending."
}
] |
[
{
"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{\"30864\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-05-24 08:55:34.000000+00:00\", \"2019-03-10 21:06:36.000000+00:00\", \"2019-06-03 02:17:06.000000+00:00\"], \"session_ids\": [\"feb54b87-d6ed-408c-80e8-61a681aaf4fe\", \"e51c988c-2845-44c6-8017-51945b45f8a5\", \"6d045286-b37d-47d3-89fd-d926dc085be4\"], \"total_duration\": 639.0, \"total_sessions\": 3, \"mean_week_duration\": 10.143}, \"2957\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-06-11 12:56:33.000000+00:00\", \"2020-11-04 08:22:58.000000+00:00\", \"2020-01-04 06:25:12.000000+00:00\"], \"session_ids\": [\"7d12b35b-c6cc-4334-a185-2fca786bac2e\", \"17e2f997-3024-4a61-bc81-561e0306af69\", \"47b7aa55-d03e-4b1a-b106-922d5a36db4a\"], \"total_duration\": 851.0, \"total_sessions\": 3, \"mean_week_duration\": 6.701}, \"96151\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-03-16 06:37:51.000000+00:00\", \"2022-02-13 23:56:58.000000+00:00\"], \"session_ids\": [\"416aadce-4cc6-4362-b64d-92e391590a5d\", \"fb4f4b63-d831-4625-9602-68b5b1edcfce\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 1.76}, \"45132\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"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\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-02-26 06:14:49.000000+00:00\", \"2022-03-19 06:05:06.000000+00:00\"], \"session_ids\": [\"4aace025-53a5-489e-9405-c7ac5698b9a0\", \"d7843a13-3a49-414d-ad7e-728d25816dc6\"], \"total_duration\": 231.0, \"total_sessions\": 2, \"mean_week_duration\": 4.62}, \"18636\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-10-30 16:36:07.000000+00:00\", \"2021-07-31 02:53:50.000000+00:00\"], \"session_ids\": [\"760665d5-1472-4c8c-8d5f-33d0411b7b2c\", \"c1ef5f37-42a6-499e-8247-4a7784f08dcc\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 18.846}, \"9038\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6}, \"city_name\": \"Toronto\", \"datetimes\": [\"2021-07-17 03:23:48.000000+00:00\", \"2019-03-09 10:09:53.000000+00:00\", \"2022-12-26 03:02:36.000000+00:00\", \"2019-05-05 21:33:50.000000+00:00\", \"2019-03-14 08:25:49.000000+00:00\", \"2022-03-14 15:49:48.000000+00:00\", \"2022-12-23 05:08:02.000000+00:00\", \"2023-03-06 17:17:40.000000+00:00\", \"2022-04-15 12:51:56.000000+00:00\"], \"session_ids\": [\"221fb992-d8a9-4430-a5ea-4de73847dafd\", \"88b4e5bd-251f-4a54-9f95-56acc0dc1c7e\", \"e985033a-a142-44c4-8023-40f24b5357e8\", \"2aa731ac-54b0-480f-a541-007d5db65f80\", \"0f6cf70d-a238-43b8-a414-2e9c3e91237a\", \"e63e3c15-eb9b-4789-b898-15b8f15cd58a\", \"73b4531a-4fdc-454a-b7ad-36050f3180be\", \"4caa5149-d5b3-4475-bf52-c604b3e6b606\", \"4482757a-692f-452c-9b32-3038efb2d323\"], \"total_duration\": 314.0, \"total_sessions\": 9, \"mean_week_duration\": 1.502}, \"85294\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-04-07 10:34:24.000000+00:00\", \"2019-06-28 23:13:49.000000+00:00\", \"2023-04-21 07:42:07.000000+00:00\"], \"session_ids\": [\"3e2f3c62-78a4-4e67-aee4-0c8780360d65\", \"e9ad141a-caf4-491c-88ff-608aab4e98f2\", \"85c025f4-81e5-4e47-9e77-b6090118dd70\"], \"total_duration\": 694.0, \"total_sessions\": 3, \"mean_week_duration\": 3.487}, \"8386\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 7, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-11-13 18:18:44.000000+00:00\", \"2021-02-27 09:03:45.000000+00:00\", \"2020-11-04 07:29:03.000000+00:00\"], \"session_ids\": [\"1a52a073-86a6-4b6e-97ef-23731d426dc3\", \"eae20f80-1761-4a00-bde3-24dfde60059f\", \"951968f0-abd8-4b57-82f9-6ea412401346\"], \"total_duration\": 648.0, \"total_sessions\": 3, \"mean_week_duration\": 12.0}, \"60049\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-09 06:35:25.000000+00:00\", \"2021-02-19 10:21:38.000000+00:00\", \"2021-04-03 16:11:56.000000+00:00\", \"2020-01-14 16:25:27.000000+00:00\", \"2020-07-30 00:40:24.000000+00:00\", \"2019-12-06 21:57:57.000000+00:00\"], \"session_ids\": [\"c6c003ea-a0ca-46a8-bc58-bbc349db84ca\", \"d7541b89-962a-4034-9e77-b6b4e1a83335\", \"273e30e2-0e61-41f3-926c-2a8b9d825808\", \"87b737e4-341e-43b8-a17d-93bd5cd1dc31\", \"1ea2ffe3-257d-4435-9c0b-c2e7ae7cdfc6\", \"b99c94c0-588e-4066-be64-eacd44f64741\"], \"total_duration\": 641.0, \"total_sessions\": 6, \"mean_week_duration\": 5.254}, \"69784\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-03-25 06:33:09.000000+00:00\", \"2022-09-30 12:46:33.000000+00:00\"], \"session_ids\": [\"87f73874-8e58-45fd-9c16-4aede05188f6\", \"f5d1c3a2-b4c5-404e-88be-ae6e6506f14d\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 5.04}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is not Caracas"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Caracas\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"30864\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-05-24 08:55:34.000000+00:00\", \"2019-03-10 21:06:36.000000+00:00\", \"2019-06-03 02:17:06.000000+00:00\"], \"session_ids\": [\"feb54b87-d6ed-408c-80e8-61a681aaf4fe\", \"e51c988c-2845-44c6-8017-51945b45f8a5\", \"6d045286-b37d-47d3-89fd-d926dc085be4\"], \"total_duration\": 639.0, \"total_sessions\": 3, \"mean_week_duration\": 10.143}, \"2957\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-06-11 12:56:33.000000+00:00\", \"2020-11-04 08:22:58.000000+00:00\", \"2020-01-04 06:25:12.000000+00:00\"], \"session_ids\": [\"7d12b35b-c6cc-4334-a185-2fca786bac2e\", \"17e2f997-3024-4a61-bc81-561e0306af69\", \"47b7aa55-d03e-4b1a-b106-922d5a36db4a\"], \"total_duration\": 851.0, \"total_sessions\": 3, \"mean_week_duration\": 6.701}, \"96151\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-03-16 06:37:51.000000+00:00\", \"2022-02-13 23:56:58.000000+00:00\"], \"session_ids\": [\"416aadce-4cc6-4362-b64d-92e391590a5d\", \"fb4f4b63-d831-4625-9602-68b5b1edcfce\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 1.76}, \"45132\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"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\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-02-26 06:14:49.000000+00:00\", \"2022-03-19 06:05:06.000000+00:00\"], \"session_ids\": [\"4aace025-53a5-489e-9405-c7ac5698b9a0\", \"d7843a13-3a49-414d-ad7e-728d25816dc6\"], \"total_duration\": 231.0, \"total_sessions\": 2, \"mean_week_duration\": 4.62}, \"18636\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-10-30 16:36:07.000000+00:00\", \"2021-07-31 02:53:50.000000+00:00\"], \"session_ids\": [\"760665d5-1472-4c8c-8d5f-33d0411b7b2c\", \"c1ef5f37-42a6-499e-8247-4a7784f08dcc\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 18.846}, \"9038\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6}, \"city_name\": \"Toronto\", \"datetimes\": [\"2021-07-17 03:23:48.000000+00:00\", \"2019-03-09 10:09:53.000000+00:00\", \"2022-12-26 03:02:36.000000+00:00\", \"2019-05-05 21:33:50.000000+00:00\", \"2019-03-14 08:25:49.000000+00:00\", \"2022-03-14 15:49:48.000000+00:00\", \"2022-12-23 05:08:02.000000+00:00\", \"2023-03-06 17:17:40.000000+00:00\", \"2022-04-15 12:51:56.000000+00:00\"], \"session_ids\": [\"221fb992-d8a9-4430-a5ea-4de73847dafd\", \"88b4e5bd-251f-4a54-9f95-56acc0dc1c7e\", \"e985033a-a142-44c4-8023-40f24b5357e8\", \"2aa731ac-54b0-480f-a541-007d5db65f80\", \"0f6cf70d-a238-43b8-a414-2e9c3e91237a\", \"e63e3c15-eb9b-4789-b898-15b8f15cd58a\", \"73b4531a-4fdc-454a-b7ad-36050f3180be\", \"4caa5149-d5b3-4475-bf52-c604b3e6b606\", \"4482757a-692f-452c-9b32-3038efb2d323\"], \"total_duration\": 314.0, \"total_sessions\": 9, \"mean_week_duration\": 1.502}, \"85294\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-04-07 10:34:24.000000+00:00\", \"2019-06-28 23:13:49.000000+00:00\", \"2023-04-21 07:42:07.000000+00:00\"], \"session_ids\": [\"3e2f3c62-78a4-4e67-aee4-0c8780360d65\", \"e9ad141a-caf4-491c-88ff-608aab4e98f2\", \"85c025f4-81e5-4e47-9e77-b6090118dd70\"], \"total_duration\": 694.0, \"total_sessions\": 3, \"mean_week_duration\": 3.487}, \"8386\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 7, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-11-13 18:18:44.000000+00:00\", \"2021-02-27 09:03:45.000000+00:00\", \"2020-11-04 07:29:03.000000+00:00\"], \"session_ids\": [\"1a52a073-86a6-4b6e-97ef-23731d426dc3\", \"eae20f80-1761-4a00-bde3-24dfde60059f\", \"951968f0-abd8-4b57-82f9-6ea412401346\"], \"total_duration\": 648.0, \"total_sessions\": 3, \"mean_week_duration\": 12.0}, \"60049\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-09 06:35:25.000000+00:00\", \"2021-02-19 10:21:38.000000+00:00\", \"2021-04-03 16:11:56.000000+00:00\", \"2020-01-14 16:25:27.000000+00:00\", \"2020-07-30 00:40:24.000000+00:00\", \"2019-12-06 21:57:57.000000+00:00\"], \"session_ids\": [\"c6c003ea-a0ca-46a8-bc58-bbc349db84ca\", \"d7541b89-962a-4034-9e77-b6b4e1a83335\", \"273e30e2-0e61-41f3-926c-2a8b9d825808\", \"87b737e4-341e-43b8-a17d-93bd5cd1dc31\", \"1ea2ffe3-257d-4435-9c0b-c2e7ae7cdfc6\", \"b99c94c0-588e-4066-be64-eacd44f64741\"], \"total_duration\": 641.0, \"total_sessions\": 6, \"mean_week_duration\": 5.254}, \"69784\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-03-25 06:33:09.000000+00:00\", \"2022-09-30 12:46:33.000000+00:00\"], \"session_ids\": [\"87f73874-8e58-45fd-9c16-4aede05188f6\", \"f5d1c3a2-b4c5-404e-88be-ae6e6506f14d\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 5.04}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"9038\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6}, \"city_name\": \"Toronto\", \"datetimes\": [\"2021-07-17 03:23:48.000000+00:00\", \"2019-03-09 10:09:53.000000+00:00\", \"2022-12-26 03:02:36.000000+00:00\", \"2019-05-05 21:33:50.000000+00:00\", \"2019-03-14 08:25:49.000000+00:00\", \"2022-03-14 15:49:48.000000+00:00\", \"2022-12-23 05:08:02.000000+00:00\", \"2023-03-06 17:17:40.000000+00:00\", \"2022-04-15 12:51:56.000000+00:00\"], \"session_ids\": [\"221fb992-d8a9-4430-a5ea-4de73847dafd\", \"88b4e5bd-251f-4a54-9f95-56acc0dc1c7e\", \"e985033a-a142-44c4-8023-40f24b5357e8\", \"2aa731ac-54b0-480f-a541-007d5db65f80\", \"0f6cf70d-a238-43b8-a414-2e9c3e91237a\", \"e63e3c15-eb9b-4789-b898-15b8f15cd58a\", \"73b4531a-4fdc-454a-b7ad-36050f3180be\", \"4caa5149-d5b3-4475-bf52-c604b3e6b606\", \"4482757a-692f-452c-9b32-3038efb2d323\"], \"total_duration\": 314.0, \"total_sessions\": 9, \"mean_week_duration\": 1.502}}, {\"96151\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-03-16 06:37:51.000000+00:00\", \"2022-02-13 23:56:58.000000+00:00\"], \"session_ids\": [\"416aadce-4cc6-4362-b64d-92e391590a5d\", \"fb4f4b63-d831-4625-9602-68b5b1edcfce\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 1.76}}, {\"85294\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-04-07 10:34:24.000000+00:00\", \"2019-06-28 23:13:49.000000+00:00\", \"2023-04-21 07:42:07.000000+00:00\"], \"session_ids\": [\"3e2f3c62-78a4-4e67-aee4-0c8780360d65\", \"e9ad141a-caf4-491c-88ff-608aab4e98f2\", \"85c025f4-81e5-4e47-9e77-b6090118dd70\"], \"total_duration\": 694.0, \"total_sessions\": 3, \"mean_week_duration\": 3.487}}, {\"45132\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"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\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-02-26 06:14:49.000000+00:00\", \"2022-03-19 06:05:06.000000+00:00\"], \"session_ids\": [\"4aace025-53a5-489e-9405-c7ac5698b9a0\", \"d7843a13-3a49-414d-ad7e-728d25816dc6\"], \"total_duration\": 231.0, \"total_sessions\": 2, \"mean_week_duration\": 4.62}}, {\"69784\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-03-25 06:33:09.000000+00:00\", \"2022-09-30 12:46:33.000000+00:00\"], \"session_ids\": [\"87f73874-8e58-45fd-9c16-4aede05188f6\", \"f5d1c3a2-b4c5-404e-88be-ae6e6506f14d\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 5.04}}, {\"60049\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-09 06:35:25.000000+00:00\", \"2021-02-19 10:21:38.000000+00:00\", \"2021-04-03 16:11:56.000000+00:00\", \"2020-01-14 16:25:27.000000+00:00\", \"2020-07-30 00:40:24.000000+00:00\", \"2019-12-06 21:57:57.000000+00:00\"], \"session_ids\": [\"c6c003ea-a0ca-46a8-bc58-bbc349db84ca\", \"d7541b89-962a-4034-9e77-b6b4e1a83335\", \"273e30e2-0e61-41f3-926c-2a8b9d825808\", \"87b737e4-341e-43b8-a17d-93bd5cd1dc31\", \"1ea2ffe3-257d-4435-9c0b-c2e7ae7cdfc6\", \"b99c94c0-588e-4066-be64-eacd44f64741\"], \"total_duration\": 641.0, \"total_sessions\": 6, \"mean_week_duration\": 5.254}}, {\"2957\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-06-11 12:56:33.000000+00:00\", \"2020-11-04 08:22:58.000000+00:00\", \"2020-01-04 06:25:12.000000+00:00\"], \"session_ids\": [\"7d12b35b-c6cc-4334-a185-2fca786bac2e\", \"17e2f997-3024-4a61-bc81-561e0306af69\", \"47b7aa55-d03e-4b1a-b106-922d5a36db4a\"], \"total_duration\": 851.0, \"total_sessions\": 3, \"mean_week_duration\": 6.701}}, {\"30864\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-05-24 08:55:34.000000+00:00\", \"2019-03-10 21:06:36.000000+00:00\", \"2019-06-03 02:17:06.000000+00:00\"], \"session_ids\": [\"feb54b87-d6ed-408c-80e8-61a681aaf4fe\", \"e51c988c-2845-44c6-8017-51945b45f8a5\", \"6d045286-b37d-47d3-89fd-d926dc085be4\"], \"total_duration\": 639.0, \"total_sessions\": 3, \"mean_week_duration\": 10.143}}, {\"8386\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 7, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-11-13 18:18:44.000000+00:00\", \"2021-02-27 09:03:45.000000+00:00\", \"2020-11-04 07:29:03.000000+00:00\"], \"session_ids\": [\"1a52a073-86a6-4b6e-97ef-23731d426dc3\", \"eae20f80-1761-4a00-bde3-24dfde60059f\", \"951968f0-abd8-4b57-82f9-6ea412401346\"], \"total_duration\": 648.0, \"total_sessions\": 3, \"mean_week_duration\": 12.0}}, {\"18636\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-10-30 16:36:07.000000+00:00\", \"2021-07-31 02:53:50.000000+00:00\"], \"session_ids\": [\"760665d5-1472-4c8c-8d5f-33d0411b7b2c\", \"c1ef5f37-42a6-499e-8247-4a7784f08dcc\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 18.846}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 1 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"9038\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6}, \"city_name\": \"Toronto\", \"datetimes\": [\"2021-07-17 03:23:48.000000+00:00\", \"2019-03-09 10:09:53.000000+00:00\", \"2022-12-26 03:02:36.000000+00:00\", \"2019-05-05 21:33:50.000000+00:00\", \"2019-03-14 08:25:49.000000+00:00\", \"2022-03-14 15:49:48.000000+00:00\", \"2022-12-23 05:08:02.000000+00:00\", \"2023-03-06 17:17:40.000000+00:00\", \"2022-04-15 12:51:56.000000+00:00\"], \"session_ids\": [\"221fb992-d8a9-4430-a5ea-4de73847dafd\", \"88b4e5bd-251f-4a54-9f95-56acc0dc1c7e\", \"e985033a-a142-44c4-8023-40f24b5357e8\", \"2aa731ac-54b0-480f-a541-007d5db65f80\", \"0f6cf70d-a238-43b8-a414-2e9c3e91237a\", \"e63e3c15-eb9b-4789-b898-15b8f15cd58a\", \"73b4531a-4fdc-454a-b7ad-36050f3180be\", \"4caa5149-d5b3-4475-bf52-c604b3e6b606\", \"4482757a-692f-452c-9b32-3038efb2d323\"], \"total_duration\": 314.0, \"total_sessions\": 9, \"mean_week_duration\": 1.502}}]\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[{\"9038\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6}, \"city_name\": \"Toronto\", \"datetimes\": [\"2021-07-17 03:23:48.000000+00:00\", \"2019-03-09 10:09:53.000000+00:00\", \"2022-12-26 03:02:36.000000+00:00\", \"2019-05-05 21:33:50.000000+00:00\", \"2019-03-14 08:25:49.000000+00:00\", \"2022-03-14 15:49:48.000000+00:00\", \"2022-12-23 05:08:02.000000+00:00\", \"2023-03-06 17:17:40.000000+00:00\", \"2022-04-15 12:51:56.000000+00:00\"], \"session_ids\": [\"221fb992-d8a9-4430-a5ea-4de73847dafd\", \"88b4e5bd-251f-4a54-9f95-56acc0dc1c7e\", \"e985033a-a142-44c4-8023-40f24b5357e8\", \"2aa731ac-54b0-480f-a541-007d5db65f80\", \"0f6cf70d-a238-43b8-a414-2e9c3e91237a\", \"e63e3c15-eb9b-4789-b898-15b8f15cd58a\", \"73b4531a-4fdc-454a-b7ad-36050f3180be\", \"4caa5149-d5b3-4475-bf52-c604b3e6b606\", \"4482757a-692f-452c-9b32-3038efb2d323\"], \"total_duration\": 314.0, \"total_sessions\": 9, \"mean_week_duration\": 1.502}}]\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 with a site usage time that is above 1599, exclusive 1599 also apply sorting by mean of duration of sessions per week asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"48518\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-07-03 13:26:10.000000+00:00\", \"2021-02-16 20:21:34.000000+00:00\", \"2023-02-25 07:22:13.000000+00:00\"], \"session_ids\": [\"1de03dec-71dc-4d09-924e-b3de05ac0ca1\", \"6e406ef9-864e-4adf-bc4f-348d364ebdaf\", \"f9158790-50cb-407c-a296-98470c6e15ff\"], \"total_duration\": 97.0, \"total_sessions\": 3, \"mean_week_duration\": 0.508}, \"33415\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-08-15 01:18:13.000000+00:00\", \"2021-02-17 01:30:41.000000+00:00\", \"2019-10-16 19:56:30.000000+00:00\", \"2020-05-18 19:03:07.000000+00:00\"], \"session_ids\": [\"53c988a0-eb20-49b3-b1ec-e74beb15e4c1\", \"9e9979b9-0c6d-486c-a9d1-6ec215dcecc6\", \"c2df4e6c-5513-4fbb-b976-8b7c20432b99\", \"af9e7902-de05-488e-89c7-d853ee5272fb\"], \"total_duration\": 336.0, \"total_sessions\": 4, \"mean_week_duration\": 4.8}, \"45019\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-01-11 13:35:25.000000+00:00\", \"2021-06-03 12:36:37.000000+00:00\"], \"session_ids\": [\"b5168858-cf1b-49fe-a8b7-b19ea6dbe967\", \"790ae8dc-312f-415a-ac43-05b2ff4de051\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.356}, \"84609\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-12-23 13:39:35.000000+00:00\", \"2021-08-04 20:22:16.000000+00:00\", \"2019-09-21 00:10:37.000000+00:00\", \"2020-07-12 14:59:51.000000+00:00\", \"2021-03-10 05:08:03.000000+00:00\", \"2023-03-10 13:06:57.000000+00:00\", \"2022-06-07 20:16:46.000000+00:00\", \"2021-09-11 09:50:20.000000+00:00\", \"2022-02-24 15:04:18.000000+00:00\", \"2020-09-30 08:16:25.000000+00:00\"], \"session_ids\": [\"2941d108-01d7-4b3f-a1d2-305b8078763f\", \"6ec75f12-0714-4b43-b73b-25acede41341\", \"18c11c24-fbd3-4c52-9635-1ec428fd362d\", \"9f4e81f8-906d-4a5a-96c1-7aed9f1d9e42\", \"694a1f18-bfb3-4191-8f77-3bfb880e6fe9\", \"919cfedb-1af8-4dff-87ab-687d289b59ff\", \"a4ca8a43-f708-478a-99a8-4da7fabd8018\", \"a12f1b77-a6bb-462f-9f60-04921761af94\", \"19f1ec6d-4bc2-4045-a061-85aaa929929b\", \"309f2e08-3ab0-4a7c-975c-6b2aa1846afd\"], \"total_duration\": 5474.0, \"total_sessions\": 10, \"mean_week_duration\": 30.243}, \"82773\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-02-22 18:11:48.000000+00:00\", \"2021-02-19 10:03:43.000000+00:00\", \"2023-04-01 14:06:25.000000+00:00\"], \"session_ids\": [\"5c44e539-5c08-4aee-a971-c8e3d02e0ba9\", \"85ebbf33-aab1-47f5-8530-6ddd619016fe\", \"e68fe742-e6f0-4957-bcda-d1b84f3a5586\"], \"total_duration\": 371.0, \"total_sessions\": 3, \"mean_week_duration\": 3.342}, \"72291\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-08-05 17:22:17.000000+00:00\", \"2020-03-03 22:24:48.000000+00:00\", \"2022-01-20 06:44:33.000000+00:00\", \"2022-12-14 01:03:08.000000+00:00\", \"2023-01-13 22:22:55.000000+00:00\", \"2019-06-12 21:28:22.000000+00:00\", \"2022-09-27 22:39:27.000000+00:00\"], \"session_ids\": [\"95be2b2a-25ea-4d99-9657-afea55ec8f85\", \"f6ad23b4-c2ac-422c-b09a-bc3b95d7873e\", \"b2e8e82d-3090-4bca-82ab-c71155786608\", \"9dd7b582-084c-4c0b-b69d-65535c87c991\", \"3987d8b5-953f-423d-8105-1831ce710517\", \"f45c1555-b010-413a-ac0c-468425fa0664\", \"17337d9a-4d83-437e-8563-18831e5e3756\"], \"total_duration\": 7931.0, \"total_sessions\": 7, \"mean_week_duration\": 42.186}, \"51722\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"London\", \"datetimes\": [\"2020-07-13 11:48:22.000000+00:00\", \"2020-08-06 07:58:40.000000+00:00\"], \"session_ids\": [\"48128a1e-c142-4314-b6c6-ec6cc071cb81\", \"7480cf66-b53e-40ac-959d-eef01fec6dce\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 5.5}, \"2416\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-09-15 22:38:00.000000+00:00\", \"2023-06-18 23:25:34.000000+00:00\"], \"session_ids\": [\"f199821c-a9dd-46f5-81e5-5c1a8f01ec31\", \"93b7a48b-349d-4160-817f-520253d7cc9f\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 0.556}, \"3732\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-07-08 21:41:25.000000+00:00\", \"2020-04-20 17:15:53.000000+00:00\", \"2021-02-13 11:18:52.000000+00:00\"], \"session_ids\": [\"206c3a2a-dd7c-41d1-802f-f373338aef3c\", \"b62e0305-92ce-4032-97a5-d98163ba9c51\", \"0f20c359-38e1-4baa-89ae-91328bf28ad9\"], \"total_duration\": 436.0, \"total_sessions\": 3, \"mean_week_duration\": 5.19}, \"80753\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-12-31 21:01:23.000000+00:00\", \"2019-07-07 11:46:09.000000+00:00\", \"2022-08-04 00:19:46.000000+00:00\", \"2022-08-26 15:12:20.000000+00:00\"], \"session_ids\": [\"5e2402ae-e8b6-4308-94e1-d9a116e78943\", \"10f53a58-7e12-4daa-82d1-0f91c0579fba\", \"dc15561c-7cf5-42bf-9f24-487c1a7cd39c\", \"c26b289f-3ae8-46a6-9fbc-17276820de9f\"], \"total_duration\": 124.0, \"total_sessions\": 4, \"mean_week_duration\": 0.681}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are greater than 1599"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\"]]}, \"all_values\": {\"total_duration\": [[1599, 4551]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"84609\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-12-23 13:39:35.000000+00:00\", \"2021-08-04 20:22:16.000000+00:00\", \"2019-09-21 00:10:37.000000+00:00\", \"2020-07-12 14:59:51.000000+00:00\", \"2021-03-10 05:08:03.000000+00:00\", \"2023-03-10 13:06:57.000000+00:00\", \"2022-06-07 20:16:46.000000+00:00\", \"2021-09-11 09:50:20.000000+00:00\", \"2022-02-24 15:04:18.000000+00:00\", \"2020-09-30 08:16:25.000000+00:00\"], \"session_ids\": [\"2941d108-01d7-4b3f-a1d2-305b8078763f\", \"6ec75f12-0714-4b43-b73b-25acede41341\", \"18c11c24-fbd3-4c52-9635-1ec428fd362d\", \"9f4e81f8-906d-4a5a-96c1-7aed9f1d9e42\", \"694a1f18-bfb3-4191-8f77-3bfb880e6fe9\", \"919cfedb-1af8-4dff-87ab-687d289b59ff\", \"a4ca8a43-f708-478a-99a8-4da7fabd8018\", \"a12f1b77-a6bb-462f-9f60-04921761af94\", \"19f1ec6d-4bc2-4045-a061-85aaa929929b\", \"309f2e08-3ab0-4a7c-975c-6b2aa1846afd\"], \"total_duration\": 5474.0, \"total_sessions\": 10, \"mean_week_duration\": 30.243}, \"72291\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-08-05 17:22:17.000000+00:00\", \"2020-03-03 22:24:48.000000+00:00\", \"2022-01-20 06:44:33.000000+00:00\", \"2022-12-14 01:03:08.000000+00:00\", \"2023-01-13 22:22:55.000000+00:00\", \"2019-06-12 21:28:22.000000+00:00\", \"2022-09-27 22:39:27.000000+00:00\"], \"session_ids\": [\"95be2b2a-25ea-4d99-9657-afea55ec8f85\", \"f6ad23b4-c2ac-422c-b09a-bc3b95d7873e\", \"b2e8e82d-3090-4bca-82ab-c71155786608\", \"9dd7b582-084c-4c0b-b69d-65535c87c991\", \"3987d8b5-953f-423d-8105-1831ce710517\", \"f45c1555-b010-413a-ac0c-468425fa0664\", \"17337d9a-4d83-437e-8563-18831e5e3756\"], \"total_duration\": 7931.0, \"total_sessions\": 7, \"mean_week_duration\": 42.186}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"84609\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-12-23 13:39:35.000000+00:00\", \"2021-08-04 20:22:16.000000+00:00\", \"2019-09-21 00:10:37.000000+00:00\", \"2020-07-12 14:59:51.000000+00:00\", \"2021-03-10 05:08:03.000000+00:00\", \"2023-03-10 13:06:57.000000+00:00\", \"2022-06-07 20:16:46.000000+00:00\", \"2021-09-11 09:50:20.000000+00:00\", \"2022-02-24 15:04:18.000000+00:00\", \"2020-09-30 08:16:25.000000+00:00\"], \"session_ids\": [\"2941d108-01d7-4b3f-a1d2-305b8078763f\", \"6ec75f12-0714-4b43-b73b-25acede41341\", \"18c11c24-fbd3-4c52-9635-1ec428fd362d\", \"9f4e81f8-906d-4a5a-96c1-7aed9f1d9e42\", \"694a1f18-bfb3-4191-8f77-3bfb880e6fe9\", \"919cfedb-1af8-4dff-87ab-687d289b59ff\", \"a4ca8a43-f708-478a-99a8-4da7fabd8018\", \"a12f1b77-a6bb-462f-9f60-04921761af94\", \"19f1ec6d-4bc2-4045-a061-85aaa929929b\", \"309f2e08-3ab0-4a7c-975c-6b2aa1846afd\"], \"total_duration\": 5474.0, \"total_sessions\": 10, \"mean_week_duration\": 30.243}}, {\"72291\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-08-05 17:22:17.000000+00:00\", \"2020-03-03 22:24:48.000000+00:00\", \"2022-01-20 06:44:33.000000+00:00\", \"2022-12-14 01:03:08.000000+00:00\", \"2023-01-13 22:22:55.000000+00:00\", \"2019-06-12 21:28:22.000000+00:00\", \"2022-09-27 22:39:27.000000+00:00\"], \"session_ids\": [\"95be2b2a-25ea-4d99-9657-afea55ec8f85\", \"f6ad23b4-c2ac-422c-b09a-bc3b95d7873e\", \"b2e8e82d-3090-4bca-82ab-c71155786608\", \"9dd7b582-084c-4c0b-b69d-65535c87c991\", \"3987d8b5-953f-423d-8105-1831ce710517\", \"f45c1555-b010-413a-ac0c-468425fa0664\", \"17337d9a-4d83-437e-8563-18831e5e3756\"], \"total_duration\": 7931.0, \"total_sessions\": 7, \"mean_week_duration\": 42.186}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 4 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"84609\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-12-23 13:39:35.000000+00:00\", \"2021-08-04 20:22:16.000000+00:00\", \"2019-09-21 00:10:37.000000+00:00\", \"2020-07-12 14:59:51.000000+00:00\", \"2021-03-10 05:08:03.000000+00:00\", \"2023-03-10 13:06:57.000000+00:00\", \"2022-06-07 20:16:46.000000+00:00\", \"2021-09-11 09:50:20.000000+00:00\", \"2022-02-24 15:04:18.000000+00:00\", \"2020-09-30 08:16:25.000000+00:00\"], \"session_ids\": [\"2941d108-01d7-4b3f-a1d2-305b8078763f\", \"6ec75f12-0714-4b43-b73b-25acede41341\", \"18c11c24-fbd3-4c52-9635-1ec428fd362d\", \"9f4e81f8-906d-4a5a-96c1-7aed9f1d9e42\", \"694a1f18-bfb3-4191-8f77-3bfb880e6fe9\", \"919cfedb-1af8-4dff-87ab-687d289b59ff\", \"a4ca8a43-f708-478a-99a8-4da7fabd8018\", \"a12f1b77-a6bb-462f-9f60-04921761af94\", \"19f1ec6d-4bc2-4045-a061-85aaa929929b\", \"309f2e08-3ab0-4a7c-975c-6b2aa1846afd\"], \"total_duration\": 5474.0, \"total_sessions\": 10, \"mean_week_duration\": 30.243}}, {\"72291\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-08-05 17:22:17.000000+00:00\", \"2020-03-03 22:24:48.000000+00:00\", \"2022-01-20 06:44:33.000000+00:00\", \"2022-12-14 01:03:08.000000+00:00\", \"2023-01-13 22:22:55.000000+00:00\", \"2019-06-12 21:28:22.000000+00:00\", \"2022-09-27 22:39:27.000000+00:00\"], \"session_ids\": [\"95be2b2a-25ea-4d99-9657-afea55ec8f85\", \"f6ad23b4-c2ac-422c-b09a-bc3b95d7873e\", \"b2e8e82d-3090-4bca-82ab-c71155786608\", \"9dd7b582-084c-4c0b-b69d-65535c87c991\", \"3987d8b5-953f-423d-8105-1831ce710517\", \"f45c1555-b010-413a-ac0c-468425fa0664\", \"17337d9a-4d83-437e-8563-18831e5e3756\"], \"total_duration\": 7931.0, \"total_sessions\": 7, \"mean_week_duration\": 42.186}}]\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[{\"84609\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-12-23 13:39:35.000000+00:00\", \"2021-08-04 20:22:16.000000+00:00\", \"2019-09-21 00:10:37.000000+00:00\", \"2020-07-12 14:59:51.000000+00:00\", \"2021-03-10 05:08:03.000000+00:00\", \"2023-03-10 13:06:57.000000+00:00\", \"2022-06-07 20:16:46.000000+00:00\", \"2021-09-11 09:50:20.000000+00:00\", \"2022-02-24 15:04:18.000000+00:00\", \"2020-09-30 08:16:25.000000+00:00\"], \"session_ids\": [\"2941d108-01d7-4b3f-a1d2-305b8078763f\", \"6ec75f12-0714-4b43-b73b-25acede41341\", \"18c11c24-fbd3-4c52-9635-1ec428fd362d\", \"9f4e81f8-906d-4a5a-96c1-7aed9f1d9e42\", \"694a1f18-bfb3-4191-8f77-3bfb880e6fe9\", \"919cfedb-1af8-4dff-87ab-687d289b59ff\", \"a4ca8a43-f708-478a-99a8-4da7fabd8018\", \"a12f1b77-a6bb-462f-9f60-04921761af94\", \"19f1ec6d-4bc2-4045-a061-85aaa929929b\", \"309f2e08-3ab0-4a7c-975c-6b2aa1846afd\"], \"total_duration\": 5474.0, \"total_sessions\": 10, \"mean_week_duration\": 30.243}}, {\"72291\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-08-05 17:22:17.000000+00:00\", \"2020-03-03 22:24:48.000000+00:00\", \"2022-01-20 06:44:33.000000+00:00\", \"2022-12-14 01:03:08.000000+00:00\", \"2023-01-13 22:22:55.000000+00:00\", \"2019-06-12 21:28:22.000000+00:00\", \"2022-09-27 22:39:27.000000+00:00\"], \"session_ids\": [\"95be2b2a-25ea-4d99-9657-afea55ec8f85\", \"f6ad23b4-c2ac-422c-b09a-bc3b95d7873e\", \"b2e8e82d-3090-4bca-82ab-c71155786608\", \"9dd7b582-084c-4c0b-b69d-65535c87c991\", \"3987d8b5-953f-423d-8105-1831ce710517\", \"f45c1555-b010-413a-ac0c-468425fa0664\", \"17337d9a-4d83-437e-8563-18831e5e3756\"], \"total_duration\": 7931.0, \"total_sessions\": 7, \"mean_week_duration\": 42.186}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me regarding 4 users who aren't currently living in city Madrid , moreover put to use sorting by time using the app ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"98025\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-14 05:32:56.000000+00:00\", \"2021-06-13 15:07:35.000000+00:00\", \"2021-08-17 15:32:51.000000+00:00\"], \"session_ids\": [\"6f2f65b5-1b1a-488c-a1a8-78a3d89b2282\", \"73a4ecbd-1069-45e1-b36b-dd583f79cebc\", \"e64a6d07-2fbd-47aa-9fec-729b7cd58323\"], \"total_duration\": 182.0, \"total_sessions\": 3, \"mean_week_duration\": 3.193}, \"35513\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2019-08-21 05:47:57.000000+00:00\", \"2023-05-03 14:39:02.000000+00:00\"], \"session_ids\": [\"cd5e95fd-989e-4535-80a7-f5c6e93fb495\", \"31e8d877-345e-4956-940a-32de4b962131\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 0.663}, \"36191\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-12-25 02:17:50.000000+00:00\", \"2023-06-08 13:37:01.000000+00:00\"], \"session_ids\": [\"2581d733-b329-4860-87c5-b8b25c8a46e4\", \"4cce58cf-97d2-4d51-8418-ef496dd0c81a\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 1.917}, \"75778\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-04-03 07:29:53.000000+00:00\", \"2019-07-25 03:48:08.000000+00:00\", \"2020-02-05 10:16:26.000000+00:00\", \"2023-01-10 22:39:16.000000+00:00\"], \"session_ids\": [\"d4a19612-3122-4a31-a22d-1930c6957e74\", \"31dde5e2-d0f9-428a-a36e-d93652c677c1\", \"e5f6f4ae-1fa1-4212-8bf1-9bbafe4bcacc\", \"5fa6430a-47db-434b-a239-2d89762fdc60\"], \"total_duration\": 1052.0, \"total_sessions\": 4, \"mean_week_duration\": 5.34}, \"26174\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-02-04 12:20:23.000000+00:00\", \"2020-05-30 18:11:32.000000+00:00\", \"2019-09-15 15:11:15.000000+00:00\", \"2021-06-02 23:34:59.000000+00:00\", \"2021-12-31 23:50:09.000000+00:00\"], \"session_ids\": [\"1e68d58f-3077-41d4-9e69-a22b89ea4fd3\", \"1f1af072-47dc-43a8-86a5-fe1383fa2fff\", \"d699a1bf-7d77-4459-a7e0-542966e1fcf8\", \"12917510-fd47-4b67-9525-be1e91e2dee9\", \"84df97b6-ec40-4ad3-a7c3-3378d91d3834\"], \"total_duration\": 105.0, \"total_sessions\": 5, \"mean_week_duration\": 0.875}, \"86859\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2022-10-21 01:52:13.000000+00:00\", \"2020-10-20 22:27:56.000000+00:00\", \"2021-04-06 18:46:14.000000+00:00\", \"2022-10-24 08:50:34.000000+00:00\"], \"session_ids\": [\"c28c8afa-a394-4bd2-8ddb-1e59552f5314\", \"1a5ed6cc-57e2-4fe9-8213-d8062d14164e\", \"c0a5c984-fd44-48c5-86ca-d25f759af0ef\", \"85131c76-d471-48d8-9fd7-38d1c19c2115\"], \"total_duration\": 1711.0, \"total_sessions\": 4, \"mean_week_duration\": 16.295}, \"40339\": {\"keyflows\": {\"Sign In Flow\": 12, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-10 05:31:19.000000+00:00\", \"2020-06-24 06:45:38.000000+00:00\"], \"session_ids\": [\"1bab2d32-fb6f-437a-a640-6708c355e6db\", \"b50a4996-374a-4a48-96b5-fa65e9dfd9f8\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}, \"33271\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-12-27 16:40:38.000000+00:00\", \"2022-08-02 18:37:57.000000+00:00\"], \"session_ids\": [\"b3ded72c-fbc0-4718-b37c-f56c4fe348b1\", \"e0bff426-a581-493a-ba9d-1db1516d4a35\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.969}, \"40386\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-02 19:06:40.000000+00:00\", \"2022-01-22 16:00:33.000000+00:00\"], \"session_ids\": [\"ec8280e6-c397-4eed-9436-691dbaef6f75\", \"9901643d-5604-447a-87ad-b7814a40c978\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.301}, \"98811\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-02-18 19:22:23.000000+00:00\", \"2022-01-29 10:37:48.000000+00:00\", \"2021-08-22 22:56:07.000000+00:00\"], \"session_ids\": [\"2dcd6c0a-5c68-4bd5-8bf3-c808ab6e78fc\", \"e9c2bf28-ac60-4613-9f65-b37566c328aa\", \"6b0f3608-7d6a-43eb-b74d-83f1d6d80baf\"], \"total_duration\": 739.0, \"total_sessions\": 3, \"mean_week_duration\": 4.799}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not Madrid"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Madrid\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"98025\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-14 05:32:56.000000+00:00\", \"2021-06-13 15:07:35.000000+00:00\", \"2021-08-17 15:32:51.000000+00:00\"], \"session_ids\": [\"6f2f65b5-1b1a-488c-a1a8-78a3d89b2282\", \"73a4ecbd-1069-45e1-b36b-dd583f79cebc\", \"e64a6d07-2fbd-47aa-9fec-729b7cd58323\"], \"total_duration\": 182.0, \"total_sessions\": 3, \"mean_week_duration\": 3.193}, \"35513\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2019-08-21 05:47:57.000000+00:00\", \"2023-05-03 14:39:02.000000+00:00\"], \"session_ids\": [\"cd5e95fd-989e-4535-80a7-f5c6e93fb495\", \"31e8d877-345e-4956-940a-32de4b962131\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 0.663}, \"36191\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-12-25 02:17:50.000000+00:00\", \"2023-06-08 13:37:01.000000+00:00\"], \"session_ids\": [\"2581d733-b329-4860-87c5-b8b25c8a46e4\", \"4cce58cf-97d2-4d51-8418-ef496dd0c81a\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 1.917}, \"75778\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-04-03 07:29:53.000000+00:00\", \"2019-07-25 03:48:08.000000+00:00\", \"2020-02-05 10:16:26.000000+00:00\", \"2023-01-10 22:39:16.000000+00:00\"], \"session_ids\": [\"d4a19612-3122-4a31-a22d-1930c6957e74\", \"31dde5e2-d0f9-428a-a36e-d93652c677c1\", \"e5f6f4ae-1fa1-4212-8bf1-9bbafe4bcacc\", \"5fa6430a-47db-434b-a239-2d89762fdc60\"], \"total_duration\": 1052.0, \"total_sessions\": 4, \"mean_week_duration\": 5.34}, \"26174\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-02-04 12:20:23.000000+00:00\", \"2020-05-30 18:11:32.000000+00:00\", \"2019-09-15 15:11:15.000000+00:00\", \"2021-06-02 23:34:59.000000+00:00\", \"2021-12-31 23:50:09.000000+00:00\"], \"session_ids\": [\"1e68d58f-3077-41d4-9e69-a22b89ea4fd3\", \"1f1af072-47dc-43a8-86a5-fe1383fa2fff\", \"d699a1bf-7d77-4459-a7e0-542966e1fcf8\", \"12917510-fd47-4b67-9525-be1e91e2dee9\", \"84df97b6-ec40-4ad3-a7c3-3378d91d3834\"], \"total_duration\": 105.0, \"total_sessions\": 5, \"mean_week_duration\": 0.875}, \"86859\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2022-10-21 01:52:13.000000+00:00\", \"2020-10-20 22:27:56.000000+00:00\", \"2021-04-06 18:46:14.000000+00:00\", \"2022-10-24 08:50:34.000000+00:00\"], \"session_ids\": [\"c28c8afa-a394-4bd2-8ddb-1e59552f5314\", \"1a5ed6cc-57e2-4fe9-8213-d8062d14164e\", \"c0a5c984-fd44-48c5-86ca-d25f759af0ef\", \"85131c76-d471-48d8-9fd7-38d1c19c2115\"], \"total_duration\": 1711.0, \"total_sessions\": 4, \"mean_week_duration\": 16.295}, \"40339\": {\"keyflows\": {\"Sign In Flow\": 12, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-10 05:31:19.000000+00:00\", \"2020-06-24 06:45:38.000000+00:00\"], \"session_ids\": [\"1bab2d32-fb6f-437a-a640-6708c355e6db\", \"b50a4996-374a-4a48-96b5-fa65e9dfd9f8\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}, \"33271\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-12-27 16:40:38.000000+00:00\", \"2022-08-02 18:37:57.000000+00:00\"], \"session_ids\": [\"b3ded72c-fbc0-4718-b37c-f56c4fe348b1\", \"e0bff426-a581-493a-ba9d-1db1516d4a35\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.969}, \"40386\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-02 19:06:40.000000+00:00\", \"2022-01-22 16:00:33.000000+00:00\"], \"session_ids\": [\"ec8280e6-c397-4eed-9436-691dbaef6f75\", \"9901643d-5604-447a-87ad-b7814a40c978\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.301}, \"98811\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-02-18 19:22:23.000000+00:00\", \"2022-01-29 10:37:48.000000+00:00\", \"2021-08-22 22:56:07.000000+00:00\"], \"session_ids\": [\"2dcd6c0a-5c68-4bd5-8bf3-c808ab6e78fc\", \"e9c2bf28-ac60-4613-9f65-b37566c328aa\", \"6b0f3608-7d6a-43eb-b74d-83f1d6d80baf\"], \"total_duration\": 739.0, \"total_sessions\": 3, \"mean_week_duration\": 4.799}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"33271\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-12-27 16:40:38.000000+00:00\", \"2022-08-02 18:37:57.000000+00:00\"], \"session_ids\": [\"b3ded72c-fbc0-4718-b37c-f56c4fe348b1\", \"e0bff426-a581-493a-ba9d-1db1516d4a35\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.969}}, {\"40386\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-02 19:06:40.000000+00:00\", \"2022-01-22 16:00:33.000000+00:00\"], \"session_ids\": [\"ec8280e6-c397-4eed-9436-691dbaef6f75\", \"9901643d-5604-447a-87ad-b7814a40c978\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.301}}, {\"36191\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-12-25 02:17:50.000000+00:00\", \"2023-06-08 13:37:01.000000+00:00\"], \"session_ids\": [\"2581d733-b329-4860-87c5-b8b25c8a46e4\", \"4cce58cf-97d2-4d51-8418-ef496dd0c81a\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 1.917}}, {\"40339\": {\"keyflows\": {\"Sign In Flow\": 12, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-10 05:31:19.000000+00:00\", \"2020-06-24 06:45:38.000000+00:00\"], \"session_ids\": [\"1bab2d32-fb6f-437a-a640-6708c355e6db\", \"b50a4996-374a-4a48-96b5-fa65e9dfd9f8\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}}, {\"26174\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-02-04 12:20:23.000000+00:00\", \"2020-05-30 18:11:32.000000+00:00\", \"2019-09-15 15:11:15.000000+00:00\", \"2021-06-02 23:34:59.000000+00:00\", \"2021-12-31 23:50:09.000000+00:00\"], \"session_ids\": [\"1e68d58f-3077-41d4-9e69-a22b89ea4fd3\", \"1f1af072-47dc-43a8-86a5-fe1383fa2fff\", \"d699a1bf-7d77-4459-a7e0-542966e1fcf8\", \"12917510-fd47-4b67-9525-be1e91e2dee9\", \"84df97b6-ec40-4ad3-a7c3-3378d91d3834\"], \"total_duration\": 105.0, \"total_sessions\": 5, \"mean_week_duration\": 0.875}}, {\"35513\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2019-08-21 05:47:57.000000+00:00\", \"2023-05-03 14:39:02.000000+00:00\"], \"session_ids\": [\"cd5e95fd-989e-4535-80a7-f5c6e93fb495\", \"31e8d877-345e-4956-940a-32de4b962131\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 0.663}}, {\"98025\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-14 05:32:56.000000+00:00\", \"2021-06-13 15:07:35.000000+00:00\", \"2021-08-17 15:32:51.000000+00:00\"], \"session_ids\": [\"6f2f65b5-1b1a-488c-a1a8-78a3d89b2282\", \"73a4ecbd-1069-45e1-b36b-dd583f79cebc\", \"e64a6d07-2fbd-47aa-9fec-729b7cd58323\"], \"total_duration\": 182.0, \"total_sessions\": 3, \"mean_week_duration\": 3.193}}, {\"98811\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-02-18 19:22:23.000000+00:00\", \"2022-01-29 10:37:48.000000+00:00\", \"2021-08-22 22:56:07.000000+00:00\"], \"session_ids\": [\"2dcd6c0a-5c68-4bd5-8bf3-c808ab6e78fc\", \"e9c2bf28-ac60-4613-9f65-b37566c328aa\", \"6b0f3608-7d6a-43eb-b74d-83f1d6d80baf\"], \"total_duration\": 739.0, \"total_sessions\": 3, \"mean_week_duration\": 4.799}}, {\"75778\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-04-03 07:29:53.000000+00:00\", \"2019-07-25 03:48:08.000000+00:00\", \"2020-02-05 10:16:26.000000+00:00\", \"2023-01-10 22:39:16.000000+00:00\"], \"session_ids\": [\"d4a19612-3122-4a31-a22d-1930c6957e74\", \"31dde5e2-d0f9-428a-a36e-d93652c677c1\", \"e5f6f4ae-1fa1-4212-8bf1-9bbafe4bcacc\", \"5fa6430a-47db-434b-a239-2d89762fdc60\"], \"total_duration\": 1052.0, \"total_sessions\": 4, \"mean_week_duration\": 5.34}}, {\"86859\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2022-10-21 01:52:13.000000+00:00\", \"2020-10-20 22:27:56.000000+00:00\", \"2021-04-06 18:46:14.000000+00:00\", \"2022-10-24 08:50:34.000000+00:00\"], \"session_ids\": [\"c28c8afa-a394-4bd2-8ddb-1e59552f5314\", \"1a5ed6cc-57e2-4fe9-8213-d8062d14164e\", \"c0a5c984-fd44-48c5-86ca-d25f759af0ef\", \"85131c76-d471-48d8-9fd7-38d1c19c2115\"], \"total_duration\": 1711.0, \"total_sessions\": 4, \"mean_week_duration\": 16.295}}]\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[{\"33271\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-12-27 16:40:38.000000+00:00\", \"2022-08-02 18:37:57.000000+00:00\"], \"session_ids\": [\"b3ded72c-fbc0-4718-b37c-f56c4fe348b1\", \"e0bff426-a581-493a-ba9d-1db1516d4a35\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.969}}, {\"40386\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-02 19:06:40.000000+00:00\", \"2022-01-22 16:00:33.000000+00:00\"], \"session_ids\": [\"ec8280e6-c397-4eed-9436-691dbaef6f75\", \"9901643d-5604-447a-87ad-b7814a40c978\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.301}}, {\"36191\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-12-25 02:17:50.000000+00:00\", \"2023-06-08 13:37:01.000000+00:00\"], \"session_ids\": [\"2581d733-b329-4860-87c5-b8b25c8a46e4\", \"4cce58cf-97d2-4d51-8418-ef496dd0c81a\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 1.917}}, {\"40339\": {\"keyflows\": {\"Sign In Flow\": 12, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-10 05:31:19.000000+00:00\", \"2020-06-24 06:45:38.000000+00:00\"], \"session_ids\": [\"1bab2d32-fb6f-437a-a640-6708c355e6db\", \"b50a4996-374a-4a48-96b5-fa65e9dfd9f8\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to close out that task and provide the requester with the obtained data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"33271\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-12-27 16:40:38.000000+00:00\", \"2022-08-02 18:37:57.000000+00:00\"], \"session_ids\": [\"b3ded72c-fbc0-4718-b37c-f56c4fe348b1\", \"e0bff426-a581-493a-ba9d-1db1516d4a35\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.969}}, {\"40386\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-02 19:06:40.000000+00:00\", \"2022-01-22 16:00:33.000000+00:00\"], \"session_ids\": [\"ec8280e6-c397-4eed-9436-691dbaef6f75\", \"9901643d-5604-447a-87ad-b7814a40c978\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.301}}, {\"36191\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-12-25 02:17:50.000000+00:00\", \"2023-06-08 13:37:01.000000+00:00\"], \"session_ids\": [\"2581d733-b329-4860-87c5-b8b25c8a46e4\", \"4cce58cf-97d2-4d51-8418-ef496dd0c81a\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 1.917}}, {\"40339\": {\"keyflows\": {\"Sign In Flow\": 12, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-10 05:31:19.000000+00:00\", \"2020-06-24 06:45:38.000000+00:00\"], \"session_ids\": [\"1bab2d32-fb6f-437a-a640-6708c355e6db\", \"b50a4996-374a-4a48-96b5-fa65e9dfd9f8\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display 8 users pieces of information who have total duration amount <= than 2201 , moreover perform sorting by duration summation in desc."
}
] |
[
{
"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{\"56791\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-02-11 11:54:07.000000+00:00\", \"2019-10-24 11:33:24.000000+00:00\", \"2022-07-05 13:55:49.000000+00:00\", \"2019-05-16 00:43:15.000000+00:00\", \"2020-06-11 02:38:01.000000+00:00\", \"2022-03-28 07:12:26.000000+00:00\", \"2019-11-01 00:58:42.000000+00:00\", \"2021-12-07 14:49:25.000000+00:00\", \"2023-01-23 13:59:24.000000+00:00\"], \"session_ids\": [\"7e23b3aa-1ac9-43e8-a794-9375f6fce2e2\", \"5ce8f586-cb42-4894-b511-51193ecb9ca1\", \"05066610-fa94-480b-99e6-968f5dc66406\", \"24f97751-96ae-4148-b5e8-78d22bf2193d\", \"440c205b-04d7-4783-8ef6-d3bc035bd11b\", \"c8ec12f1-0cc9-4297-bec0-2e38afc39bed\", \"49193c10-0362-45dc-9df7-03c8dfbdc955\", \"38038746-8a07-4451-9191-e3fa95bd74e0\", \"07a94df6-7ad8-41a7-a585-dd0b7823f46b\"], \"total_duration\": 11769.0, \"total_sessions\": 9, \"mean_week_duration\": 60.046}, \"10319\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-08-23 10:13:13.000000+00:00\", \"2020-07-22 01:45:19.000000+00:00\", \"2019-01-09 12:49:22.000000+00:00\"], \"session_ids\": [\"66513f18-16ec-48a3-8898-59ca87e07d04\", \"c5cfe2f2-21f0-47cd-815c-7edbdf57a739\", \"ffdd35b8-db71-442e-8ebf-ebb9cfca5e54\"], \"total_duration\": 628.0, \"total_sessions\": 3, \"mean_week_duration\": 3.323}, \"22484\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-02-25 23:00:47.000000+00:00\", \"2019-04-22 09:53:35.000000+00:00\"], \"session_ids\": [\"093890c3-8584-4a2d-9ea9-b359fbe9eb66\", \"51bf4421-1667-4f6b-bb72-fcc7a9fe9c12\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 2.244}, \"15819\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-12-05 19:18:37.000000+00:00\", \"2021-04-06 08:54:30.000000+00:00\", \"2020-10-02 22:57:27.000000+00:00\", \"2022-03-01 21:12:59.000000+00:00\", \"2020-07-11 21:14:29.000000+00:00\", \"2022-12-27 23:10:38.000000+00:00\", \"2020-07-18 21:10:46.000000+00:00\", \"2021-09-07 08:37:20.000000+00:00\", \"2021-12-12 21:36:19.000000+00:00\", \"2021-12-05 10:59:42.000000+00:00\", \"2021-09-07 23:08:48.000000+00:00\"], \"session_ids\": [\"902f1ca3-9a70-4796-a175-73faa5578696\", \"0ff0dacb-d8ab-4ad3-a4ec-e46cdf15c260\", \"78797c62-ea2c-48ba-93a1-82ad4a43abc5\", \"6d76dc5a-6a96-43e6-b47e-62f6b7f49dad\", \"9c58d7e6-68e4-458e-b774-d7359558d26e\", \"23186288-0577-4e95-8584-a52e9b606bd5\", \"db48d2f4-651c-43d5-ab6c-7c1ad8501940\", \"1da1ab32-80ae-4c25-a239-2b74d1e7ccca\", \"66d84296-2d77-47b9-905e-99358499a5ff\", \"29cdd39b-88d1-4b47-ba0e-f49a49cf7a64\", \"bcf6f03a-eeff-4235-b720-794f422ed750\"], \"total_duration\": 24967.0, \"total_sessions\": 11, \"mean_week_duration\": 193.543}, \"60569\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-03-13 04:32:40.000000+00:00\", \"2021-04-27 17:53:23.000000+00:00\", \"2021-04-10 19:21:31.000000+00:00\", \"2020-04-30 19:47:58.000000+00:00\", \"2020-05-15 13:39:28.000000+00:00\", \"2019-07-17 01:30:26.000000+00:00\"], \"session_ids\": [\"3bad8a55-a8bd-4a2a-882e-0d9ca4806931\", \"97b0822c-7d16-43db-a3d5-13ec54240048\", \"10c36dee-73e1-46f6-b37c-5f5025152882\", \"fdfc43bd-3f8a-4cc3-b1f2-eee8ce2e2164\", \"a4d875a8-ce20-4482-b84c-2ff324192ac2\", \"ffa6349b-42bd-444c-9f5c-167b13873313\"], \"total_duration\": 5751.0, \"total_sessions\": 6, \"mean_week_duration\": 51.811}, \"55324\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-06-27 16:28:54.000000+00:00\", \"2019-09-06 01:33:18.000000+00:00\", \"2022-05-26 20:07:26.000000+00:00\"], \"session_ids\": [\"bcbe2eb2-d84e-4dc1-8bf3-1be090a875f0\", \"0c1fd0ac-fed6-4d9c-869b-202a9b8f828a\", \"7366d463-5e5e-458f-85de-7ce646bebaa1\"], \"total_duration\": 78.0, \"total_sessions\": 3, \"mean_week_duration\": 0.549}, \"67388\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-02-08 19:54:36.000000+00:00\", \"2022-10-17 17:45:00.000000+00:00\"], \"session_ids\": [\"830e7bfa-312c-4f88-8efc-a7ad04a7f27a\", \"f40e9404-8ae9-4435-ad17-26ea595dbffd\"], \"total_duration\": 170.0, \"total_sessions\": 2, \"mean_week_duration\": 0.881}, \"96763\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-10 23:10:17.000000+00:00\", \"2021-10-10 10:51:10.000000+00:00\"], \"session_ids\": [\"d80de9ad-5dae-450a-9346-f933c34538fd\", \"f8ae73c1-23b5-4af0-8d5e-4ea235ac77c5\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 1.489}, \"14195\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-09-30 05:55:19.000000+00:00\", \"2020-09-26 05:03:26.000000+00:00\", \"2022-05-11 23:11:35.000000+00:00\", \"2021-09-13 19:53:20.000000+00:00\", \"2020-07-26 06:05:18.000000+00:00\", \"2019-08-27 05:47:20.000000+00:00\", \"2023-05-23 14:21:20.000000+00:00\", \"2022-09-10 10:06:08.000000+00:00\", \"2019-04-23 07:31:20.000000+00:00\", \"2020-12-05 06:41:17.000000+00:00\"], \"session_ids\": [\"ffeca545-3ac4-48a4-8779-984a19c2d867\", \"1ecb9b5e-d156-48ab-8c22-23b62eb3c83f\", \"52602e68-f541-43f7-9790-eea6b3745679\", \"35772b24-adbf-4397-82bd-fe7c8b56154e\", \"1b76f3a2-e4fc-42e9-ac60-4c39216cb90e\", \"348a4fe3-e5dc-4fd2-baf0-c4ac9e056bf4\", \"495e71bc-54db-4b37-80bd-4c8d54662ce1\", \"5cd8e47a-369b-47da-99a7-452f3c995af4\", \"e6ea3297-2520-414f-859f-d5c5d42b07f2\", \"d4afa07e-237a-48c2-9f8e-a7461e441957\"], \"total_duration\": 180.0, \"total_sessions\": 10, \"mean_week_duration\": 0.845}, \"14798\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-08 19:10:47.000000+00:00\", \"2019-03-09 14:37:38.000000+00:00\", \"2020-04-28 16:49:09.000000+00:00\", \"2019-09-21 04:14:53.000000+00:00\"], \"session_ids\": [\"846d8ff9-f494-4f72-8b5e-23e2bf54cb34\", \"b910b53c-ebbb-4525-8665-2ec4e0cffafd\", \"2692700c-3242-4083-9c7d-a39412201ad9\", \"df47bba7-2461-4897-8b44-ca728fe188c2\"], \"total_duration\": 571.0, \"total_sessions\": 4, \"mean_week_duration\": 9.517}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or less than 2201"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\"]]}, \"all_values\": {\"total_duration\": [[2201, 4240]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"10319\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-08-23 10:13:13.000000+00:00\", \"2020-07-22 01:45:19.000000+00:00\", \"2019-01-09 12:49:22.000000+00:00\"], \"session_ids\": [\"66513f18-16ec-48a3-8898-59ca87e07d04\", \"c5cfe2f2-21f0-47cd-815c-7edbdf57a739\", \"ffdd35b8-db71-442e-8ebf-ebb9cfca5e54\"], \"total_duration\": 628.0, \"total_sessions\": 3, \"mean_week_duration\": 3.323}, \"22484\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-02-25 23:00:47.000000+00:00\", \"2019-04-22 09:53:35.000000+00:00\"], \"session_ids\": [\"093890c3-8584-4a2d-9ea9-b359fbe9eb66\", \"51bf4421-1667-4f6b-bb72-fcc7a9fe9c12\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 2.244}, \"55324\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-06-27 16:28:54.000000+00:00\", \"2019-09-06 01:33:18.000000+00:00\", \"2022-05-26 20:07:26.000000+00:00\"], \"session_ids\": [\"bcbe2eb2-d84e-4dc1-8bf3-1be090a875f0\", \"0c1fd0ac-fed6-4d9c-869b-202a9b8f828a\", \"7366d463-5e5e-458f-85de-7ce646bebaa1\"], \"total_duration\": 78.0, \"total_sessions\": 3, \"mean_week_duration\": 0.549}, \"67388\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-02-08 19:54:36.000000+00:00\", \"2022-10-17 17:45:00.000000+00:00\"], \"session_ids\": [\"830e7bfa-312c-4f88-8efc-a7ad04a7f27a\", \"f40e9404-8ae9-4435-ad17-26ea595dbffd\"], \"total_duration\": 170.0, \"total_sessions\": 2, \"mean_week_duration\": 0.881}, \"96763\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-10 23:10:17.000000+00:00\", \"2021-10-10 10:51:10.000000+00:00\"], \"session_ids\": [\"d80de9ad-5dae-450a-9346-f933c34538fd\", \"f8ae73c1-23b5-4af0-8d5e-4ea235ac77c5\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 1.489}, \"14195\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-09-30 05:55:19.000000+00:00\", \"2020-09-26 05:03:26.000000+00:00\", \"2022-05-11 23:11:35.000000+00:00\", \"2021-09-13 19:53:20.000000+00:00\", \"2020-07-26 06:05:18.000000+00:00\", \"2019-08-27 05:47:20.000000+00:00\", \"2023-05-23 14:21:20.000000+00:00\", \"2022-09-10 10:06:08.000000+00:00\", \"2019-04-23 07:31:20.000000+00:00\", \"2020-12-05 06:41:17.000000+00:00\"], \"session_ids\": [\"ffeca545-3ac4-48a4-8779-984a19c2d867\", \"1ecb9b5e-d156-48ab-8c22-23b62eb3c83f\", \"52602e68-f541-43f7-9790-eea6b3745679\", \"35772b24-adbf-4397-82bd-fe7c8b56154e\", \"1b76f3a2-e4fc-42e9-ac60-4c39216cb90e\", \"348a4fe3-e5dc-4fd2-baf0-c4ac9e056bf4\", \"495e71bc-54db-4b37-80bd-4c8d54662ce1\", \"5cd8e47a-369b-47da-99a7-452f3c995af4\", \"e6ea3297-2520-414f-859f-d5c5d42b07f2\", \"d4afa07e-237a-48c2-9f8e-a7461e441957\"], \"total_duration\": 180.0, \"total_sessions\": 10, \"mean_week_duration\": 0.845}, \"14798\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-08 19:10:47.000000+00:00\", \"2019-03-09 14:37:38.000000+00:00\", \"2020-04-28 16:49:09.000000+00:00\", \"2019-09-21 04:14:53.000000+00:00\"], \"session_ids\": [\"846d8ff9-f494-4f72-8b5e-23e2bf54cb34\", \"b910b53c-ebbb-4525-8665-2ec4e0cffafd\", \"2692700c-3242-4083-9c7d-a39412201ad9\", \"df47bba7-2461-4897-8b44-ca728fe188c2\"], \"total_duration\": 571.0, \"total_sessions\": 4, \"mean_week_duration\": 9.517}}\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[{\"10319\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-08-23 10:13:13.000000+00:00\", \"2020-07-22 01:45:19.000000+00:00\", \"2019-01-09 12:49:22.000000+00:00\"], \"session_ids\": [\"66513f18-16ec-48a3-8898-59ca87e07d04\", \"c5cfe2f2-21f0-47cd-815c-7edbdf57a739\", \"ffdd35b8-db71-442e-8ebf-ebb9cfca5e54\"], \"total_duration\": 628.0, \"total_sessions\": 3, \"mean_week_duration\": 3.323}}, {\"14798\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-08 19:10:47.000000+00:00\", \"2019-03-09 14:37:38.000000+00:00\", \"2020-04-28 16:49:09.000000+00:00\", \"2019-09-21 04:14:53.000000+00:00\"], \"session_ids\": [\"846d8ff9-f494-4f72-8b5e-23e2bf54cb34\", \"b910b53c-ebbb-4525-8665-2ec4e0cffafd\", \"2692700c-3242-4083-9c7d-a39412201ad9\", \"df47bba7-2461-4897-8b44-ca728fe188c2\"], \"total_duration\": 571.0, \"total_sessions\": 4, \"mean_week_duration\": 9.517}}, {\"14195\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-09-30 05:55:19.000000+00:00\", \"2020-09-26 05:03:26.000000+00:00\", \"2022-05-11 23:11:35.000000+00:00\", \"2021-09-13 19:53:20.000000+00:00\", \"2020-07-26 06:05:18.000000+00:00\", \"2019-08-27 05:47:20.000000+00:00\", \"2023-05-23 14:21:20.000000+00:00\", \"2022-09-10 10:06:08.000000+00:00\", \"2019-04-23 07:31:20.000000+00:00\", \"2020-12-05 06:41:17.000000+00:00\"], \"session_ids\": [\"ffeca545-3ac4-48a4-8779-984a19c2d867\", \"1ecb9b5e-d156-48ab-8c22-23b62eb3c83f\", \"52602e68-f541-43f7-9790-eea6b3745679\", \"35772b24-adbf-4397-82bd-fe7c8b56154e\", \"1b76f3a2-e4fc-42e9-ac60-4c39216cb90e\", \"348a4fe3-e5dc-4fd2-baf0-c4ac9e056bf4\", \"495e71bc-54db-4b37-80bd-4c8d54662ce1\", \"5cd8e47a-369b-47da-99a7-452f3c995af4\", \"e6ea3297-2520-414f-859f-d5c5d42b07f2\", \"d4afa07e-237a-48c2-9f8e-a7461e441957\"], \"total_duration\": 180.0, \"total_sessions\": 10, \"mean_week_duration\": 0.845}}, {\"67388\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-02-08 19:54:36.000000+00:00\", \"2022-10-17 17:45:00.000000+00:00\"], \"session_ids\": [\"830e7bfa-312c-4f88-8efc-a7ad04a7f27a\", \"f40e9404-8ae9-4435-ad17-26ea595dbffd\"], \"total_duration\": 170.0, \"total_sessions\": 2, \"mean_week_duration\": 0.881}}, {\"96763\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-10 23:10:17.000000+00:00\", \"2021-10-10 10:51:10.000000+00:00\"], \"session_ids\": [\"d80de9ad-5dae-450a-9346-f933c34538fd\", \"f8ae73c1-23b5-4af0-8d5e-4ea235ac77c5\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 1.489}}, {\"22484\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-02-25 23:00:47.000000+00:00\", \"2019-04-22 09:53:35.000000+00:00\"], \"session_ids\": [\"093890c3-8584-4a2d-9ea9-b359fbe9eb66\", \"51bf4421-1667-4f6b-bb72-fcc7a9fe9c12\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 2.244}}, {\"55324\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-06-27 16:28:54.000000+00:00\", \"2019-09-06 01:33:18.000000+00:00\", \"2022-05-26 20:07:26.000000+00:00\"], \"session_ids\": [\"bcbe2eb2-d84e-4dc1-8bf3-1be090a875f0\", \"0c1fd0ac-fed6-4d9c-869b-202a9b8f828a\", \"7366d463-5e5e-458f-85de-7ce646bebaa1\"], \"total_duration\": 78.0, \"total_sessions\": 3, \"mean_week_duration\": 0.549}}]\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[{\"10319\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-08-23 10:13:13.000000+00:00\", \"2020-07-22 01:45:19.000000+00:00\", \"2019-01-09 12:49:22.000000+00:00\"], \"session_ids\": [\"66513f18-16ec-48a3-8898-59ca87e07d04\", \"c5cfe2f2-21f0-47cd-815c-7edbdf57a739\", \"ffdd35b8-db71-442e-8ebf-ebb9cfca5e54\"], \"total_duration\": 628.0, \"total_sessions\": 3, \"mean_week_duration\": 3.323}}, {\"14798\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-08 19:10:47.000000+00:00\", \"2019-03-09 14:37:38.000000+00:00\", \"2020-04-28 16:49:09.000000+00:00\", \"2019-09-21 04:14:53.000000+00:00\"], \"session_ids\": [\"846d8ff9-f494-4f72-8b5e-23e2bf54cb34\", \"b910b53c-ebbb-4525-8665-2ec4e0cffafd\", \"2692700c-3242-4083-9c7d-a39412201ad9\", \"df47bba7-2461-4897-8b44-ca728fe188c2\"], \"total_duration\": 571.0, \"total_sessions\": 4, \"mean_week_duration\": 9.517}}, {\"14195\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-09-30 05:55:19.000000+00:00\", \"2020-09-26 05:03:26.000000+00:00\", \"2022-05-11 23:11:35.000000+00:00\", \"2021-09-13 19:53:20.000000+00:00\", \"2020-07-26 06:05:18.000000+00:00\", \"2019-08-27 05:47:20.000000+00:00\", \"2023-05-23 14:21:20.000000+00:00\", \"2022-09-10 10:06:08.000000+00:00\", \"2019-04-23 07:31:20.000000+00:00\", \"2020-12-05 06:41:17.000000+00:00\"], \"session_ids\": [\"ffeca545-3ac4-48a4-8779-984a19c2d867\", \"1ecb9b5e-d156-48ab-8c22-23b62eb3c83f\", \"52602e68-f541-43f7-9790-eea6b3745679\", \"35772b24-adbf-4397-82bd-fe7c8b56154e\", \"1b76f3a2-e4fc-42e9-ac60-4c39216cb90e\", \"348a4fe3-e5dc-4fd2-baf0-c4ac9e056bf4\", \"495e71bc-54db-4b37-80bd-4c8d54662ce1\", \"5cd8e47a-369b-47da-99a7-452f3c995af4\", \"e6ea3297-2520-414f-859f-d5c5d42b07f2\", \"d4afa07e-237a-48c2-9f8e-a7461e441957\"], \"total_duration\": 180.0, \"total_sessions\": 10, \"mean_week_duration\": 0.845}}, {\"67388\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-02-08 19:54:36.000000+00:00\", \"2022-10-17 17:45:00.000000+00:00\"], \"session_ids\": [\"830e7bfa-312c-4f88-8efc-a7ad04a7f27a\", \"f40e9404-8ae9-4435-ad17-26ea595dbffd\"], \"total_duration\": 170.0, \"total_sessions\": 2, \"mean_week_duration\": 0.881}}, {\"96763\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-10 23:10:17.000000+00:00\", \"2021-10-10 10:51:10.000000+00:00\"], \"session_ids\": [\"d80de9ad-5dae-450a-9346-f933c34538fd\", \"f8ae73c1-23b5-4af0-8d5e-4ea235ac77c5\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 1.489}}, {\"22484\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-02-25 23:00:47.000000+00:00\", \"2019-04-22 09:53:35.000000+00:00\"], \"session_ids\": [\"093890c3-8584-4a2d-9ea9-b359fbe9eb66\", \"51bf4421-1667-4f6b-bb72-fcc7a9fe9c12\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 2.244}}, {\"55324\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-06-27 16:28:54.000000+00:00\", \"2019-09-06 01:33:18.000000+00:00\", \"2022-05-26 20:07:26.000000+00:00\"], \"session_ids\": [\"bcbe2eb2-d84e-4dc1-8bf3-1be090a875f0\", \"0c1fd0ac-fed6-4d9c-869b-202a9b8f828a\", \"7366d463-5e5e-458f-85de-7ce646bebaa1\"], \"total_duration\": 78.0, \"total_sessions\": 3, \"mean_week_duration\": 0.549}}]\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[{\"10319\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-08-23 10:13:13.000000+00:00\", \"2020-07-22 01:45:19.000000+00:00\", \"2019-01-09 12:49:22.000000+00:00\"], \"session_ids\": [\"66513f18-16ec-48a3-8898-59ca87e07d04\", \"c5cfe2f2-21f0-47cd-815c-7edbdf57a739\", \"ffdd35b8-db71-442e-8ebf-ebb9cfca5e54\"], \"total_duration\": 628.0, \"total_sessions\": 3, \"mean_week_duration\": 3.323}}, {\"14798\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-08 19:10:47.000000+00:00\", \"2019-03-09 14:37:38.000000+00:00\", \"2020-04-28 16:49:09.000000+00:00\", \"2019-09-21 04:14:53.000000+00:00\"], \"session_ids\": [\"846d8ff9-f494-4f72-8b5e-23e2bf54cb34\", \"b910b53c-ebbb-4525-8665-2ec4e0cffafd\", \"2692700c-3242-4083-9c7d-a39412201ad9\", \"df47bba7-2461-4897-8b44-ca728fe188c2\"], \"total_duration\": 571.0, \"total_sessions\": 4, \"mean_week_duration\": 9.517}}, {\"14195\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-09-30 05:55:19.000000+00:00\", \"2020-09-26 05:03:26.000000+00:00\", \"2022-05-11 23:11:35.000000+00:00\", \"2021-09-13 19:53:20.000000+00:00\", \"2020-07-26 06:05:18.000000+00:00\", \"2019-08-27 05:47:20.000000+00:00\", \"2023-05-23 14:21:20.000000+00:00\", \"2022-09-10 10:06:08.000000+00:00\", \"2019-04-23 07:31:20.000000+00:00\", \"2020-12-05 06:41:17.000000+00:00\"], \"session_ids\": [\"ffeca545-3ac4-48a4-8779-984a19c2d867\", \"1ecb9b5e-d156-48ab-8c22-23b62eb3c83f\", \"52602e68-f541-43f7-9790-eea6b3745679\", \"35772b24-adbf-4397-82bd-fe7c8b56154e\", \"1b76f3a2-e4fc-42e9-ac60-4c39216cb90e\", \"348a4fe3-e5dc-4fd2-baf0-c4ac9e056bf4\", \"495e71bc-54db-4b37-80bd-4c8d54662ce1\", \"5cd8e47a-369b-47da-99a7-452f3c995af4\", \"e6ea3297-2520-414f-859f-d5c5d42b07f2\", \"d4afa07e-237a-48c2-9f8e-a7461e441957\"], \"total_duration\": 180.0, \"total_sessions\": 10, \"mean_week_duration\": 0.845}}, {\"67388\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-02-08 19:54:36.000000+00:00\", \"2022-10-17 17:45:00.000000+00:00\"], \"session_ids\": [\"830e7bfa-312c-4f88-8efc-a7ad04a7f27a\", \"f40e9404-8ae9-4435-ad17-26ea595dbffd\"], \"total_duration\": 170.0, \"total_sessions\": 2, \"mean_week_duration\": 0.881}}, {\"96763\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-10 23:10:17.000000+00:00\", \"2021-10-10 10:51:10.000000+00:00\"], \"session_ids\": [\"d80de9ad-5dae-450a-9346-f933c34538fd\", \"f8ae73c1-23b5-4af0-8d5e-4ea235ac77c5\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 1.489}}, {\"22484\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-02-25 23:00:47.000000+00:00\", \"2019-04-22 09:53:35.000000+00:00\"], \"session_ids\": [\"093890c3-8584-4a2d-9ea9-b359fbe9eb66\", \"51bf4421-1667-4f6b-bb72-fcc7a9fe9c12\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 2.244}}, {\"55324\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-06-27 16:28:54.000000+00:00\", \"2019-09-06 01:33:18.000000+00:00\", \"2022-05-26 20:07:26.000000+00:00\"], \"session_ids\": [\"bcbe2eb2-d84e-4dc1-8bf3-1be090a875f0\", \"0c1fd0ac-fed6-4d9c-869b-202a9b8f828a\", \"7366d463-5e5e-458f-85de-7ce646bebaa1\"], \"total_duration\": 78.0, \"total_sessions\": 3, \"mean_week_duration\": 0.549}}]\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 6 users with a total duration amount that is higher than 2322, inclusive num 2322 also put to use sorting by urban center name risingly and show me only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"50092\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-06-20 13:47:04.000000+00:00\", \"2019-07-19 23:28:39.000000+00:00\"], \"session_ids\": [\"a781548c-22a1-4ff6-809b-f6d23fc382ec\", \"1f3f5e41-eb38-4c5d-9201-720689a5706d\"], \"total_duration\": 303.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}, \"66014\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-13 04:40:53.000000+00:00\", \"2023-05-02 03:25:13.000000+00:00\", \"2021-03-14 21:56:30.000000+00:00\", \"2022-11-15 19:15:01.000000+00:00\"], \"session_ids\": [\"7857771b-e385-4a3d-a672-213cb4d67560\", \"e87c6813-952f-451a-9491-cc66641a91ab\", \"8b493855-5fcf-407f-9e57-f29dace29d09\", \"f2df1aaa-4007-4cbc-84ea-85b6b554b4fc\"], \"total_duration\": 1855.0, \"total_sessions\": 4, \"mean_week_duration\": 11.311}, \"59050\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-21 06:13:48.000000+00:00\", \"2019-08-08 03:56:35.000000+00:00\", \"2019-01-29 12:08:46.000000+00:00\"], \"session_ids\": [\"9d14798d-573e-43af-9073-6375d0c90cb6\", \"00ef3e0a-f2d3-40bf-9b63-9f8bd3023570\", \"a508f5d1-0499-4d40-b7e8-a473c2a52f18\"], \"total_duration\": 107.0, \"total_sessions\": 3, \"mean_week_duration\": 2.098}, \"14347\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-16 12:18:40.000000+00:00\", \"2021-06-14 23:44:01.000000+00:00\"], \"session_ids\": [\"1f4c5aca-5d4c-4bad-a0c2-1fecfb2df967\", \"a3165836-90dc-4ed8-8aee-3c3ed10743e3\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.38}, \"21378\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-12-28 02:03:34.000000+00:00\", \"2020-03-06 13:06:32.000000+00:00\", \"2021-10-24 06:45:12.000000+00:00\", \"2022-02-03 02:00:28.000000+00:00\"], \"session_ids\": [\"62fb0667-5a6c-4b29-969e-801f4c95d9c5\", \"483af4da-b7ee-454d-88bf-ebc2e4a51089\", \"4a40dd87-d607-4b6d-8a2a-6fc9e3874726\", \"013a012e-f39a-4d2e-b807-25feb93f5e5c\"], \"total_duration\": 1313.0, \"total_sessions\": 4, \"mean_week_duration\": 8.932}, \"96825\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-01-11 20:10:46.000000+00:00\", \"2019-03-15 18:14:48.000000+00:00\"], \"session_ids\": [\"71c5f7b6-36e3-486e-9cba-56bd238ed74d\", \"c99d6354-3e0f-4b95-ba1d-1e52a9476a14\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 0.948}, \"57835\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-04-03 22:17:07.000000+00:00\", \"2022-12-11 01:20:42.000000+00:00\", \"2022-07-14 06:50:56.000000+00:00\", \"2020-07-30 10:41:03.000000+00:00\"], \"session_ids\": [\"43d9943f-575a-49a8-9e45-aac31bde0a29\", \"4da632a3-fe13-4b47-9340-4a5b7ca254c6\", \"cec211bc-e97c-4f8c-9a1e-641c399f0b63\", \"563f3fec-ecd9-41b8-a295-69a04770a19e\"], \"total_duration\": 1070.0, \"total_sessions\": 4, \"mean_week_duration\": 8.629}, \"74324\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-01-12 03:42:01.000000+00:00\", \"2019-10-04 09:19:03.000000+00:00\", \"2019-10-12 03:24:24.000000+00:00\"], \"session_ids\": [\"a250b856-017b-4d84-a3c5-bed5ca9a7791\", \"96c3b6dc-2bb9-41bf-896e-7aa18b37ee02\", \"a4b72b70-6051-4161-a652-4a89e8b6c5da\"], \"total_duration\": 29.0, \"total_sessions\": 3, \"mean_week_duration\": 0.244}, \"6702\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-02-22 14:00:31.000000+00:00\", \"2023-03-15 21:02:40.000000+00:00\", \"2021-04-04 08:50:58.000000+00:00\"], \"session_ids\": [\"45c80c7a-8581-415d-8eb8-a9acca13155a\", \"730186dd-8d96-453a-8af4-b80a9a6637d8\", \"9d7a2f2f-4697-46d8-8303-a9e9b6f8d930\"], \"total_duration\": 80.0, \"total_sessions\": 3, \"mean_week_duration\": 0.741}, \"96339\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-09-21 14:30:27.000000+00:00\", \"2021-03-16 02:47:21.000000+00:00\"], \"session_ids\": [\"aca9063e-ee78-44b3-a948-390973f62e69\", \"fe8b1799-c910-4cff-a5af-06ed303be66b\"], \"total_duration\": 198.0, \"total_sessions\": 2, \"mean_week_duration\": 7.333}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or greater than 2322"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\"]]}, \"all_values\": {\"total_duration\": [[2322, 4876]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about 3 users with a all sessions quantity that is above 5, exclusive 5 , and sort by city naming in descending as well as show me only 2 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"8084\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-03 12:23:10.000000+00:00\", \"2022-10-27 15:11:08.000000+00:00\", \"2023-06-26 02:15:29.000000+00:00\", \"2022-08-30 19:28:16.000000+00:00\", \"2021-05-31 11:49:09.000000+00:00\", \"2022-04-07 06:50:06.000000+00:00\", \"2022-08-15 23:14:07.000000+00:00\", \"2020-05-15 00:33:44.000000+00:00\", \"2020-04-18 01:23:47.000000+00:00\", \"2022-07-27 23:18:02.000000+00:00\", \"2022-02-09 21:55:03.000000+00:00\"], \"session_ids\": [\"153e4226-5f5e-44fc-bfb2-4b6777193206\", \"3e7b79a7-67f6-4550-a9e6-96e1ec6a1700\", \"4c55ed5e-046a-457e-80e6-0f6f2f21a1ac\", \"d5a797ae-915f-45d0-8112-18f0c8bbab92\", \"5e32ddd2-be85-4bbd-8a46-0863e5e55f6e\", \"6490edcc-df02-4867-838d-d9ac50e45620\", \"5734b774-ca6e-4e3d-8e0d-cccbdac78b8a\", \"ecdb244b-38a1-494f-a390-696b1a4cec80\", \"eb6220cb-8bcb-4eea-9294-2b7e7554d988\", \"4c4ed4a3-fe82-4099-9ed3-b3d2db7aa55c\", \"e8152c2a-cf8c-41dc-ac9b-6f4e134e48da\"], \"total_duration\": 5293.0, \"total_sessions\": 11, \"mean_week_duration\": 31.695}, \"57563\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-07 19:16:45.000000+00:00\", \"2020-03-14 18:12:24.000000+00:00\"], \"session_ids\": [\"2ab75857-4e30-4a6e-a681-4e0f7ecd319c\", \"a2c04683-24b4-48f3-9943-b4d5484d2bcf\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 3.754}, \"67736\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-01-29 11:32:48.000000+00:00\", \"2020-11-08 23:31:03.000000+00:00\", \"2022-03-04 06:58:17.000000+00:00\", \"2019-08-11 08:31:32.000000+00:00\", \"2021-05-20 20:17:12.000000+00:00\", \"2019-05-23 14:22:01.000000+00:00\", \"2020-12-25 03:24:59.000000+00:00\", \"2020-12-10 06:06:55.000000+00:00\", \"2021-01-28 04:30:37.000000+00:00\", \"2021-05-06 16:50:44.000000+00:00\", \"2021-07-05 21:51:52.000000+00:00\"], \"session_ids\": [\"2a462533-022e-4e12-828e-8f9dac4adf7c\", \"889a03e8-5196-448f-8f85-2cf6e704a270\", \"7e162403-8a95-4421-b8d2-b58276e55a45\", \"8d8ff50c-333a-4333-a274-4fe234b2c3b0\", \"b18ed981-3d1a-4a71-953e-9a954c1d245a\", \"db6a8917-e349-4577-ae2f-c7549c9d735c\", \"6a0d911f-01e3-444e-86cd-8c80916c2fd4\", \"50ed86c1-8f7d-4e82-ad77-43ba22622a78\", \"667e6180-6577-4c02-827e-1310c8ae0549\", \"d2618660-59d6-4796-8595-a1adeafb6447\", \"982351fe-84e1-4af7-ae11-4eb18c944bd0\"], \"total_duration\": 1364.0, \"total_sessions\": 11, \"mean_week_duration\": 9.407}, \"25206\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-07-30 13:44:09.000000+00:00\", \"2019-08-06 10:30:47.000000+00:00\"], \"session_ids\": [\"1dd48bce-ca8c-4f31-9876-6ee7ea29d631\", \"86d22d05-7cdf-4c29-bb54-140cda68ed81\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 292.0}, \"27740\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-12-12 11:20:59.000000+00:00\", \"2022-01-16 07:50:06.000000+00:00\", \"2019-05-10 15:34:55.000000+00:00\"], \"session_ids\": [\"48e577a5-47f1-4b19-80f5-34f8d7f29295\", \"4e963140-8851-4fda-8bc5-2f34e3e41e9a\", \"a629e1cd-9df0-44db-90f4-da1c2a68556c\"], \"total_duration\": 587.0, \"total_sessions\": 3, \"mean_week_duration\": 4.163}, \"9044\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-05-04 08:02:15.000000+00:00\", \"2021-02-13 03:43:01.000000+00:00\", \"2020-05-26 09:44:34.000000+00:00\", \"2021-10-11 02:19:04.000000+00:00\"], \"session_ids\": [\"0a45feee-b184-47fb-8362-847c30bd9b72\", \"e7219b6d-121d-4060-96a0-7224c80038c5\", \"f5f55bcf-b8ca-4993-87ee-a7fbc91ecbfa\", \"3cde6ca5-4df1-4c0f-a013-fd6b003cbd1f\"], \"total_duration\": 1037.0, \"total_sessions\": 4, \"mean_week_duration\": 10.267}, \"78500\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-08-01 14:58:31.000000+00:00\", \"2022-06-02 22:38:01.000000+00:00\", \"2021-02-25 05:37:14.000000+00:00\", \"2020-11-17 05:53:09.000000+00:00\"], \"session_ids\": [\"3e99b7bd-1b38-4bda-be1b-0b69c6fa67a5\", \"6cbfeb3a-9770-46a2-8661-e145ca41d276\", \"a2e559ab-b725-4d8b-a05d-da2e2badf822\", \"d7f6818f-aeee-4c06-b16a-57f3d31bbd4d\"], \"total_duration\": 503.0, \"total_sessions\": 4, \"mean_week_duration\": 5.24}, \"16573\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-12-23 07:27:43.000000+00:00\", \"2020-10-08 13:41:36.000000+00:00\", \"2021-07-01 13:13:28.000000+00:00\", \"2021-09-19 06:37:36.000000+00:00\"], \"session_ids\": [\"1bf02bcc-956f-4136-b737-74c5f834d529\", \"d4ba57ee-962d-4598-96a3-a4f458844bcf\", \"58b2b09c-cc20-47e0-80fb-3b528f05a911\", \"51e608de-3795-4c91-9a99-055e5f8f56eb\"], \"total_duration\": 273.0, \"total_sessions\": 4, \"mean_week_duration\": 3.0}, \"37341\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-03 14:26:42.000000+00:00\", \"2019-11-08 15:43:25.000000+00:00\", \"2019-08-15 03:48:40.000000+00:00\", \"2020-03-26 17:45:23.000000+00:00\", \"2019-02-14 16:59:31.000000+00:00\", \"2023-03-24 21:54:00.000000+00:00\", \"2023-05-14 11:35:54.000000+00:00\", \"2020-09-01 12:30:19.000000+00:00\"], \"session_ids\": [\"c68965e6-2991-4307-99ac-be25a4d3f858\", \"f9fa398f-3ec4-4f57-b0fc-a4c9872c982c\", \"daf25d95-6c2e-495d-a2bb-073a27cedb25\", \"94d5a93a-439c-4a64-b455-efb989333dd4\", \"5fd1ef15-920a-4d50-be0f-0a2efa29488a\", \"99642ac5-a4c5-48ea-b707-231208a688fd\", \"bb40291d-91c7-48ed-9b0e-c95446fa68f1\", \"3bdc3931-c331-4585-8724-f438f65f3ec0\"], \"total_duration\": 6053.0, \"total_sessions\": 8, \"mean_week_duration\": 27.266}, \"92866\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"New York City\", \"datetimes\": [\"2022-10-19 20:08:48.000000+00:00\", \"2019-04-09 10:27:27.000000+00:00\"], \"session_ids\": [\"b1cdde70-42e9-4e3c-b25d-f634cafb7679\", \"32a10474-fe3b-4127-b29e-af116f2cbcba\"], \"total_duration\": 383.0, \"total_sessions\": 2, \"mean_week_duration\": 2.07}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are greater than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\"]]}, \"all_values\": {\"total_sessions\": [[5, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"8084\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-03 12:23:10.000000+00:00\", \"2022-10-27 15:11:08.000000+00:00\", \"2023-06-26 02:15:29.000000+00:00\", \"2022-08-30 19:28:16.000000+00:00\", \"2021-05-31 11:49:09.000000+00:00\", \"2022-04-07 06:50:06.000000+00:00\", \"2022-08-15 23:14:07.000000+00:00\", \"2020-05-15 00:33:44.000000+00:00\", \"2020-04-18 01:23:47.000000+00:00\", \"2022-07-27 23:18:02.000000+00:00\", \"2022-02-09 21:55:03.000000+00:00\"], \"session_ids\": [\"153e4226-5f5e-44fc-bfb2-4b6777193206\", \"3e7b79a7-67f6-4550-a9e6-96e1ec6a1700\", \"4c55ed5e-046a-457e-80e6-0f6f2f21a1ac\", \"d5a797ae-915f-45d0-8112-18f0c8bbab92\", \"5e32ddd2-be85-4bbd-8a46-0863e5e55f6e\", \"6490edcc-df02-4867-838d-d9ac50e45620\", \"5734b774-ca6e-4e3d-8e0d-cccbdac78b8a\", \"ecdb244b-38a1-494f-a390-696b1a4cec80\", \"eb6220cb-8bcb-4eea-9294-2b7e7554d988\", \"4c4ed4a3-fe82-4099-9ed3-b3d2db7aa55c\", \"e8152c2a-cf8c-41dc-ac9b-6f4e134e48da\"], \"total_duration\": 5293.0, \"total_sessions\": 11, \"mean_week_duration\": 31.695}, \"67736\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-01-29 11:32:48.000000+00:00\", \"2020-11-08 23:31:03.000000+00:00\", \"2022-03-04 06:58:17.000000+00:00\", \"2019-08-11 08:31:32.000000+00:00\", \"2021-05-20 20:17:12.000000+00:00\", \"2019-05-23 14:22:01.000000+00:00\", \"2020-12-25 03:24:59.000000+00:00\", \"2020-12-10 06:06:55.000000+00:00\", \"2021-01-28 04:30:37.000000+00:00\", \"2021-05-06 16:50:44.000000+00:00\", \"2021-07-05 21:51:52.000000+00:00\"], \"session_ids\": [\"2a462533-022e-4e12-828e-8f9dac4adf7c\", \"889a03e8-5196-448f-8f85-2cf6e704a270\", \"7e162403-8a95-4421-b8d2-b58276e55a45\", \"8d8ff50c-333a-4333-a274-4fe234b2c3b0\", \"b18ed981-3d1a-4a71-953e-9a954c1d245a\", \"db6a8917-e349-4577-ae2f-c7549c9d735c\", \"6a0d911f-01e3-444e-86cd-8c80916c2fd4\", \"50ed86c1-8f7d-4e82-ad77-43ba22622a78\", \"667e6180-6577-4c02-827e-1310c8ae0549\", \"d2618660-59d6-4796-8595-a1adeafb6447\", \"982351fe-84e1-4af7-ae11-4eb18c944bd0\"], \"total_duration\": 1364.0, \"total_sessions\": 11, \"mean_week_duration\": 9.407}, \"37341\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-03 14:26:42.000000+00:00\", \"2019-11-08 15:43:25.000000+00:00\", \"2019-08-15 03:48:40.000000+00:00\", \"2020-03-26 17:45:23.000000+00:00\", \"2019-02-14 16:59:31.000000+00:00\", \"2023-03-24 21:54:00.000000+00:00\", \"2023-05-14 11:35:54.000000+00:00\", \"2020-09-01 12:30:19.000000+00:00\"], \"session_ids\": [\"c68965e6-2991-4307-99ac-be25a4d3f858\", \"f9fa398f-3ec4-4f57-b0fc-a4c9872c982c\", \"daf25d95-6c2e-495d-a2bb-073a27cedb25\", \"94d5a93a-439c-4a64-b455-efb989333dd4\", \"5fd1ef15-920a-4d50-be0f-0a2efa29488a\", \"99642ac5-a4c5-48ea-b707-231208a688fd\", \"bb40291d-91c7-48ed-9b0e-c95446fa68f1\", \"3bdc3931-c331-4585-8724-f438f65f3ec0\"], \"total_duration\": 6053.0, \"total_sessions\": 8, \"mean_week_duration\": 27.266}}\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[{\"37341\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-03 14:26:42.000000+00:00\", \"2019-11-08 15:43:25.000000+00:00\", \"2019-08-15 03:48:40.000000+00:00\", \"2020-03-26 17:45:23.000000+00:00\", \"2019-02-14 16:59:31.000000+00:00\", \"2023-03-24 21:54:00.000000+00:00\", \"2023-05-14 11:35:54.000000+00:00\", \"2020-09-01 12:30:19.000000+00:00\"], \"session_ids\": [\"c68965e6-2991-4307-99ac-be25a4d3f858\", \"f9fa398f-3ec4-4f57-b0fc-a4c9872c982c\", \"daf25d95-6c2e-495d-a2bb-073a27cedb25\", \"94d5a93a-439c-4a64-b455-efb989333dd4\", \"5fd1ef15-920a-4d50-be0f-0a2efa29488a\", \"99642ac5-a4c5-48ea-b707-231208a688fd\", \"bb40291d-91c7-48ed-9b0e-c95446fa68f1\", \"3bdc3931-c331-4585-8724-f438f65f3ec0\"], \"total_duration\": 6053.0, \"total_sessions\": 8, \"mean_week_duration\": 27.266}}, {\"67736\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-01-29 11:32:48.000000+00:00\", \"2020-11-08 23:31:03.000000+00:00\", \"2022-03-04 06:58:17.000000+00:00\", \"2019-08-11 08:31:32.000000+00:00\", \"2021-05-20 20:17:12.000000+00:00\", \"2019-05-23 14:22:01.000000+00:00\", \"2020-12-25 03:24:59.000000+00:00\", \"2020-12-10 06:06:55.000000+00:00\", \"2021-01-28 04:30:37.000000+00:00\", \"2021-05-06 16:50:44.000000+00:00\", \"2021-07-05 21:51:52.000000+00:00\"], \"session_ids\": [\"2a462533-022e-4e12-828e-8f9dac4adf7c\", \"889a03e8-5196-448f-8f85-2cf6e704a270\", \"7e162403-8a95-4421-b8d2-b58276e55a45\", \"8d8ff50c-333a-4333-a274-4fe234b2c3b0\", \"b18ed981-3d1a-4a71-953e-9a954c1d245a\", \"db6a8917-e349-4577-ae2f-c7549c9d735c\", \"6a0d911f-01e3-444e-86cd-8c80916c2fd4\", \"50ed86c1-8f7d-4e82-ad77-43ba22622a78\", \"667e6180-6577-4c02-827e-1310c8ae0549\", \"d2618660-59d6-4796-8595-a1adeafb6447\", \"982351fe-84e1-4af7-ae11-4eb18c944bd0\"], \"total_duration\": 1364.0, \"total_sessions\": 11, \"mean_week_duration\": 9.407}}, {\"8084\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-03 12:23:10.000000+00:00\", \"2022-10-27 15:11:08.000000+00:00\", \"2023-06-26 02:15:29.000000+00:00\", \"2022-08-30 19:28:16.000000+00:00\", \"2021-05-31 11:49:09.000000+00:00\", \"2022-04-07 06:50:06.000000+00:00\", \"2022-08-15 23:14:07.000000+00:00\", \"2020-05-15 00:33:44.000000+00:00\", \"2020-04-18 01:23:47.000000+00:00\", \"2022-07-27 23:18:02.000000+00:00\", \"2022-02-09 21:55:03.000000+00:00\"], \"session_ids\": [\"153e4226-5f5e-44fc-bfb2-4b6777193206\", \"3e7b79a7-67f6-4550-a9e6-96e1ec6a1700\", \"4c55ed5e-046a-457e-80e6-0f6f2f21a1ac\", \"d5a797ae-915f-45d0-8112-18f0c8bbab92\", \"5e32ddd2-be85-4bbd-8a46-0863e5e55f6e\", \"6490edcc-df02-4867-838d-d9ac50e45620\", \"5734b774-ca6e-4e3d-8e0d-cccbdac78b8a\", \"ecdb244b-38a1-494f-a390-696b1a4cec80\", \"eb6220cb-8bcb-4eea-9294-2b7e7554d988\", \"4c4ed4a3-fe82-4099-9ed3-b3d2db7aa55c\", \"e8152c2a-cf8c-41dc-ac9b-6f4e134e48da\"], \"total_duration\": 5293.0, \"total_sessions\": 11, \"mean_week_duration\": 31.695}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"37341\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-03 14:26:42.000000+00:00\", \"2019-11-08 15:43:25.000000+00:00\", \"2019-08-15 03:48:40.000000+00:00\", \"2020-03-26 17:45:23.000000+00:00\", \"2019-02-14 16:59:31.000000+00:00\", \"2023-03-24 21:54:00.000000+00:00\", \"2023-05-14 11:35:54.000000+00:00\", \"2020-09-01 12:30:19.000000+00:00\"], \"session_ids\": [\"c68965e6-2991-4307-99ac-be25a4d3f858\", \"f9fa398f-3ec4-4f57-b0fc-a4c9872c982c\", \"daf25d95-6c2e-495d-a2bb-073a27cedb25\", \"94d5a93a-439c-4a64-b455-efb989333dd4\", \"5fd1ef15-920a-4d50-be0f-0a2efa29488a\", \"99642ac5-a4c5-48ea-b707-231208a688fd\", \"bb40291d-91c7-48ed-9b0e-c95446fa68f1\", \"3bdc3931-c331-4585-8724-f438f65f3ec0\"], \"total_duration\": 6053.0, \"total_sessions\": 8, \"mean_week_duration\": 27.266}}, {\"67736\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-01-29 11:32:48.000000+00:00\", \"2020-11-08 23:31:03.000000+00:00\", \"2022-03-04 06:58:17.000000+00:00\", \"2019-08-11 08:31:32.000000+00:00\", \"2021-05-20 20:17:12.000000+00:00\", \"2019-05-23 14:22:01.000000+00:00\", \"2020-12-25 03:24:59.000000+00:00\", \"2020-12-10 06:06:55.000000+00:00\", \"2021-01-28 04:30:37.000000+00:00\", \"2021-05-06 16:50:44.000000+00:00\", \"2021-07-05 21:51:52.000000+00:00\"], \"session_ids\": [\"2a462533-022e-4e12-828e-8f9dac4adf7c\", \"889a03e8-5196-448f-8f85-2cf6e704a270\", \"7e162403-8a95-4421-b8d2-b58276e55a45\", \"8d8ff50c-333a-4333-a274-4fe234b2c3b0\", \"b18ed981-3d1a-4a71-953e-9a954c1d245a\", \"db6a8917-e349-4577-ae2f-c7549c9d735c\", \"6a0d911f-01e3-444e-86cd-8c80916c2fd4\", \"50ed86c1-8f7d-4e82-ad77-43ba22622a78\", \"667e6180-6577-4c02-827e-1310c8ae0549\", \"d2618660-59d6-4796-8595-a1adeafb6447\", \"982351fe-84e1-4af7-ae11-4eb18c944bd0\"], \"total_duration\": 1364.0, \"total_sessions\": 11, \"mean_week_duration\": 9.407}}]\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[{\"37341\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-03 14:26:42.000000+00:00\", \"2019-11-08 15:43:25.000000+00:00\", \"2019-08-15 03:48:40.000000+00:00\", \"2020-03-26 17:45:23.000000+00:00\", \"2019-02-14 16:59:31.000000+00:00\", \"2023-03-24 21:54:00.000000+00:00\", \"2023-05-14 11:35:54.000000+00:00\", \"2020-09-01 12:30:19.000000+00:00\"], \"session_ids\": [\"c68965e6-2991-4307-99ac-be25a4d3f858\", \"f9fa398f-3ec4-4f57-b0fc-a4c9872c982c\", \"daf25d95-6c2e-495d-a2bb-073a27cedb25\", \"94d5a93a-439c-4a64-b455-efb989333dd4\", \"5fd1ef15-920a-4d50-be0f-0a2efa29488a\", \"99642ac5-a4c5-48ea-b707-231208a688fd\", \"bb40291d-91c7-48ed-9b0e-c95446fa68f1\", \"3bdc3931-c331-4585-8724-f438f65f3ec0\"], \"total_duration\": 6053.0, \"total_sessions\": 8, \"mean_week_duration\": 27.266}}, {\"67736\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-01-29 11:32:48.000000+00:00\", \"2020-11-08 23:31:03.000000+00:00\", \"2022-03-04 06:58:17.000000+00:00\", \"2019-08-11 08:31:32.000000+00:00\", \"2021-05-20 20:17:12.000000+00:00\", \"2019-05-23 14:22:01.000000+00:00\", \"2020-12-25 03:24:59.000000+00:00\", \"2020-12-10 06:06:55.000000+00:00\", \"2021-01-28 04:30:37.000000+00:00\", \"2021-05-06 16:50:44.000000+00:00\", \"2021-07-05 21:51:52.000000+00:00\"], \"session_ids\": [\"2a462533-022e-4e12-828e-8f9dac4adf7c\", \"889a03e8-5196-448f-8f85-2cf6e704a270\", \"7e162403-8a95-4421-b8d2-b58276e55a45\", \"8d8ff50c-333a-4333-a274-4fe234b2c3b0\", \"b18ed981-3d1a-4a71-953e-9a954c1d245a\", \"db6a8917-e349-4577-ae2f-c7549c9d735c\", \"6a0d911f-01e3-444e-86cd-8c80916c2fd4\", \"50ed86c1-8f7d-4e82-ad77-43ba22622a78\", \"667e6180-6577-4c02-827e-1310c8ae0549\", \"d2618660-59d6-4796-8595-a1adeafb6447\", \"982351fe-84e1-4af7-ae11-4eb18c944bd0\"], \"total_duration\": 1364.0, \"total_sessions\": 11, \"mean_week_duration\": 9.407}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me 6 users who are users with smallest value of overall total sessions also do sorting by town naming descending and provide me only with 4 pieces of information."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"33374\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-12 02:57:19.000000+00:00\", \"2019-07-04 10:34:15.000000+00:00\"], \"session_ids\": [\"dfceea45-3ae9-4e24-b52f-7368f988fa7c\", \"11213ae8-12ce-4a19-98da-d8d4a76d2aca\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 1.868}, \"9448\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-06-06 03:37:32.000000+00:00\", \"2019-12-24 22:35:55.000000+00:00\", \"2019-10-30 09:31:50.000000+00:00\", \"2019-08-09 06:36:50.000000+00:00\", \"2020-01-20 04:00:27.000000+00:00\", \"2020-05-06 19:15:53.000000+00:00\", \"2021-05-30 17:06:45.000000+00:00\"], \"session_ids\": [\"cfb21343-3d63-4765-b2a1-016558560c8b\", \"933f1c48-f508-4bea-bc47-f931c3c4a7b7\", \"ef253050-d778-4bb9-9e2a-abb314175d50\", \"3e9d3959-290b-4e8a-be9c-9e876c4e34b0\", \"8c5f48dc-6ae3-4853-bd77-c08240890aab\", \"98e34347-3a36-4feb-a9bf-d9927301629d\", \"a77c537b-b4d3-4a45-a31b-9a939c4635eb\"], \"total_duration\": 5055.0, \"total_sessions\": 7, \"mean_week_duration\": 52.656}, \"63086\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 5}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-31 16:28:39.000000+00:00\", \"2019-08-30 22:34:31.000000+00:00\", \"2021-10-26 13:12:28.000000+00:00\"], \"session_ids\": [\"5bf9f3b2-6d40-46fa-a474-924e4aedca69\", \"aacedc1c-cfe1-4c03-8b2d-63a0d464a184\", \"f6cc31d5-1cb2-46ff-8c07-f195877b4c25\"], \"total_duration\": 816.0, \"total_sessions\": 3, \"mean_week_duration\": 7.221}, \"34165\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-11-30 14:30:03.000000+00:00\", \"2022-02-03 20:23:54.000000+00:00\", \"2022-12-25 01:10:52.000000+00:00\"], \"session_ids\": [\"9c5c06e4-2029-4471-a77f-7beae71b4649\", \"d0ec6a53-d43b-45b0-868d-03210da7364e\", \"6cbab2d5-7f30-492c-8129-3e8c1e79f394\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 1.34}, \"22951\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-05-23 19:03:05.000000+00:00\", \"2019-04-13 09:50:19.000000+00:00\", \"2023-05-16 06:17:21.000000+00:00\", \"2020-01-11 07:33:28.000000+00:00\"], \"session_ids\": [\"a5ceb505-ad5e-4b03-896d-8db55981ddfc\", \"9c5aae26-677a-4ff4-a95a-93fba58f77e9\", \"754ab53f-168e-42cf-9f7e-2a9620a75361\", \"2a79b128-dd10-40c6-a2c9-72daca370601\"], \"total_duration\": 1709.0, \"total_sessions\": 4, \"mean_week_duration\": 7.986}, \"75890\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-07-29 17:51:27.000000+00:00\", \"2021-05-16 09:36:49.000000+00:00\"], \"session_ids\": [\"a6dc0038-8fd4-4d90-8cf3-c485be3e0f0d\", \"4bdc0d19-d3be-44a3-89f2-5065324fe95b\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 37.0}, \"24169\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 5}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-04 22:34:04.000000+00:00\", \"2022-02-14 19:09:26.000000+00:00\"], \"session_ids\": [\"b0665978-f14f-4676-b526-aa45bf3424d7\", \"67c4452c-a9a0-46f7-8b7d-7ecd489b78f0\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 0.713}, \"51127\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-03 18:51:22.000000+00:00\", \"2022-09-19 21:01:13.000000+00:00\"], \"session_ids\": [\"6ed468ef-3ad2-42f1-9c58-22deb7e930b6\", \"652a3f4f-9208-4d45-8a8b-fec996893cc2\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.16}, \"73196\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-16 05:33:21.000000+00:00\", \"2022-04-22 06:28:28.000000+00:00\"], \"session_ids\": [\"5e87dedc-fbfe-455f-b8ec-3e51eba08c50\", \"954a5f96-13aa-4d41-937d-b452073aef2a\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.385}, \"42170\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-04-27 01:18:17.000000+00:00\", \"2020-08-15 14:01:17.000000+00:00\", \"2020-04-30 16:39:24.000000+00:00\", \"2023-05-14 07:18:20.000000+00:00\", \"2022-08-15 09:47:08.000000+00:00\", \"2021-08-25 21:27:04.000000+00:00\", \"2020-01-20 09:41:18.000000+00:00\"], \"session_ids\": [\"2a1f6532-0ff1-4f6b-bf81-748a19332744\", \"f09c090b-22ed-49e2-a3c5-868904de92f1\", \"2af5dd16-2fb0-4bd5-810d-cf11e1235a25\", \"2892611a-b5e4-497b-ad75-fccf070d4354\", \"381942a0-8f74-4449-b6f4-95a8d320fa4d\", \"1067639a-3274-49e2-8b93-57d05b94a847\", \"16b2ad28-2322-442f-b694-960b55c211dc\"], \"total_duration\": 473.0, \"total_sessions\": 7, \"mean_week_duration\": 2.734}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the lowest 6 total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": false, \"quant_to_remain\": 6}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"33374\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-12 02:57:19.000000+00:00\", \"2019-07-04 10:34:15.000000+00:00\"], \"session_ids\": [\"dfceea45-3ae9-4e24-b52f-7368f988fa7c\", \"11213ae8-12ce-4a19-98da-d8d4a76d2aca\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 1.868}}, {\"75890\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-07-29 17:51:27.000000+00:00\", \"2021-05-16 09:36:49.000000+00:00\"], \"session_ids\": [\"a6dc0038-8fd4-4d90-8cf3-c485be3e0f0d\", \"4bdc0d19-d3be-44a3-89f2-5065324fe95b\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 37.0}}, {\"24169\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 5}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-04 22:34:04.000000+00:00\", \"2022-02-14 19:09:26.000000+00:00\"], \"session_ids\": [\"b0665978-f14f-4676-b526-aa45bf3424d7\", \"67c4452c-a9a0-46f7-8b7d-7ecd489b78f0\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 0.713}}, {\"51127\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-03 18:51:22.000000+00:00\", \"2022-09-19 21:01:13.000000+00:00\"], \"session_ids\": [\"6ed468ef-3ad2-42f1-9c58-22deb7e930b6\", \"652a3f4f-9208-4d45-8a8b-fec996893cc2\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.16}}, {\"73196\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-16 05:33:21.000000+00:00\", \"2022-04-22 06:28:28.000000+00:00\"], \"session_ids\": [\"5e87dedc-fbfe-455f-b8ec-3e51eba08c50\", \"954a5f96-13aa-4d41-937d-b452073aef2a\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.385}}, {\"63086\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 5}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-31 16:28:39.000000+00:00\", \"2019-08-30 22:34:31.000000+00:00\", \"2021-10-26 13:12:28.000000+00:00\"], \"session_ids\": [\"5bf9f3b2-6d40-46fa-a474-924e4aedca69\", \"aacedc1c-cfe1-4c03-8b2d-63a0d464a184\", \"f6cc31d5-1cb2-46ff-8c07-f195877b4c25\"], \"total_duration\": 816.0, \"total_sessions\": 3, \"mean_week_duration\": 7.221}}]\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[{\"24169\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 5}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-04 22:34:04.000000+00:00\", \"2022-02-14 19:09:26.000000+00:00\"], \"session_ids\": [\"b0665978-f14f-4676-b526-aa45bf3424d7\", \"67c4452c-a9a0-46f7-8b7d-7ecd489b78f0\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 0.713}}, {\"33374\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-12 02:57:19.000000+00:00\", \"2019-07-04 10:34:15.000000+00:00\"], \"session_ids\": [\"dfceea45-3ae9-4e24-b52f-7368f988fa7c\", \"11213ae8-12ce-4a19-98da-d8d4a76d2aca\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 1.868}}, {\"75890\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-07-29 17:51:27.000000+00:00\", \"2021-05-16 09:36:49.000000+00:00\"], \"session_ids\": [\"a6dc0038-8fd4-4d90-8cf3-c485be3e0f0d\", \"4bdc0d19-d3be-44a3-89f2-5065324fe95b\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 37.0}}, {\"51127\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-03 18:51:22.000000+00:00\", \"2022-09-19 21:01:13.000000+00:00\"], \"session_ids\": [\"6ed468ef-3ad2-42f1-9c58-22deb7e930b6\", \"652a3f4f-9208-4d45-8a8b-fec996893cc2\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.16}}, {\"63086\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 5}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-31 16:28:39.000000+00:00\", \"2019-08-30 22:34:31.000000+00:00\", \"2021-10-26 13:12:28.000000+00:00\"], \"session_ids\": [\"5bf9f3b2-6d40-46fa-a474-924e4aedca69\", \"aacedc1c-cfe1-4c03-8b2d-63a0d464a184\", \"f6cc31d5-1cb2-46ff-8c07-f195877b4c25\"], \"total_duration\": 816.0, \"total_sessions\": 3, \"mean_week_duration\": 7.221}}, {\"73196\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-16 05:33:21.000000+00:00\", \"2022-04-22 06:28:28.000000+00:00\"], \"session_ids\": [\"5e87dedc-fbfe-455f-b8ec-3e51eba08c50\", \"954a5f96-13aa-4d41-937d-b452073aef2a\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.385}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 4 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"24169\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 5}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-04 22:34:04.000000+00:00\", \"2022-02-14 19:09:26.000000+00:00\"], \"session_ids\": [\"b0665978-f14f-4676-b526-aa45bf3424d7\", \"67c4452c-a9a0-46f7-8b7d-7ecd489b78f0\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 0.713}}, {\"33374\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-12 02:57:19.000000+00:00\", \"2019-07-04 10:34:15.000000+00:00\"], \"session_ids\": [\"dfceea45-3ae9-4e24-b52f-7368f988fa7c\", \"11213ae8-12ce-4a19-98da-d8d4a76d2aca\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 1.868}}, {\"75890\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-07-29 17:51:27.000000+00:00\", \"2021-05-16 09:36:49.000000+00:00\"], \"session_ids\": [\"a6dc0038-8fd4-4d90-8cf3-c485be3e0f0d\", \"4bdc0d19-d3be-44a3-89f2-5065324fe95b\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 37.0}}, {\"51127\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-03 18:51:22.000000+00:00\", \"2022-09-19 21:01:13.000000+00:00\"], \"session_ids\": [\"6ed468ef-3ad2-42f1-9c58-22deb7e930b6\", \"652a3f4f-9208-4d45-8a8b-fec996893cc2\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.16}}]\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[{\"24169\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 5}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-04 22:34:04.000000+00:00\", \"2022-02-14 19:09:26.000000+00:00\"], \"session_ids\": [\"b0665978-f14f-4676-b526-aa45bf3424d7\", \"67c4452c-a9a0-46f7-8b7d-7ecd489b78f0\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 0.713}}, {\"33374\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-12 02:57:19.000000+00:00\", \"2019-07-04 10:34:15.000000+00:00\"], \"session_ids\": [\"dfceea45-3ae9-4e24-b52f-7368f988fa7c\", \"11213ae8-12ce-4a19-98da-d8d4a76d2aca\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 1.868}}, {\"75890\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-07-29 17:51:27.000000+00:00\", \"2021-05-16 09:36:49.000000+00:00\"], \"session_ids\": [\"a6dc0038-8fd4-4d90-8cf3-c485be3e0f0d\", \"4bdc0d19-d3be-44a3-89f2-5065324fe95b\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 37.0}}, {\"51127\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-03 18:51:22.000000+00:00\", \"2022-09-19 21:01:13.000000+00:00\"], \"session_ids\": [\"6ed468ef-3ad2-42f1-9c58-22deb7e930b6\", \"652a3f4f-9208-4d45-8a8b-fec996893cc2\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.16}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please offer data on 4 users whose site usage time per week is greater than 34 and less than 6 (not including) , moreover execute sorting by total_sessions ascendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"22090\": {\"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\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-02-12 00:15:32.000000+00:00\", \"2019-06-29 13:28:08.000000+00:00\", \"2022-02-22 03:39:53.000000+00:00\", \"2020-01-01 01:29:16.000000+00:00\"], \"session_ids\": [\"6124b5c6-9d12-4529-bc53-819b4c24e8b1\", \"648833fb-8356-4e30-b389-ba3ae88b5cc2\", \"06cdb7fc-0468-4cde-8b67-99b7d44c9ef4\", \"8a8bad3a-9420-4d8c-b144-21112ca2d919\"], \"total_duration\": 537.0, \"total_sessions\": 4, \"mean_week_duration\": 3.399}, \"31365\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-10-06 19:03:53.000000+00:00\", \"2021-06-11 14:32:28.000000+00:00\"], \"session_ids\": [\"b468c461-e0f4-4bdb-b717-9869d365ceb7\", \"f3daf171-259a-4cbe-abb5-3f1e9e37950c\"], \"total_duration\": 356.0, \"total_sessions\": 2, \"mean_week_duration\": 9.889}, \"83079\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-01-15 15:18:58.000000+00:00\", \"2022-10-24 07:29:32.000000+00:00\"], \"session_ids\": [\"f73b092f-d4e4-4d1b-941f-10d75d8ec99b\", \"e2f18077-76ae-4d7a-9540-7a1bcd4fec2c\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 3.516}, \"33610\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-12-18 02:47:33.000000+00:00\", \"2023-01-18 01:39:51.000000+00:00\", \"2022-07-09 10:36:19.000000+00:00\"], \"session_ids\": [\"24d25d5c-f6dd-4203-8416-1c0361d44ff4\", \"0a93cb11-4e82-43b8-8456-8908706d6129\", \"6d2b4624-d8b6-4ddb-8e42-38af524df087\"], \"total_duration\": 429.0, \"total_sessions\": 3, \"mean_week_duration\": 7.526}, \"51402\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-11-04 21:32:16.000000+00:00\", \"2022-11-22 18:09:24.000000+00:00\"], \"session_ids\": [\"ad05873b-696c-4d88-adeb-79564f4a3e2d\", \"f17fa595-b3bc-4b4c-b729-1be28e70d4f6\"], \"total_duration\": 289.0, \"total_sessions\": 2, \"mean_week_duration\": 96.333}, \"77083\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-11-14 23:51:06.000000+00:00\", \"2019-11-09 01:35:40.000000+00:00\"], \"session_ids\": [\"09fab72c-a5c7-4b59-a567-0fcc710b5bea\", \"7a9686d5-2ee4-4583-95fc-afada8612bd6\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 2.208}, \"23509\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-09-13 15:19:27.000000+00:00\", \"2020-09-06 05:09:21.000000+00:00\"], \"session_ids\": [\"47800b00-3a3b-4392-b48b-e4a7ba4caf63\", \"45c0b7b4-514d-4ab3-bc6e-2ad34315163e\"], \"total_duration\": 419.0, \"total_sessions\": 2, \"mean_week_duration\": 7.759}, \"88672\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-03-03 06:39:15.000000+00:00\", \"2020-09-15 18:13:33.000000+00:00\"], \"session_ids\": [\"b6ba20d5-a4b8-4375-bcbd-001696a5747a\", \"d108ed04-5439-491a-88be-2b703b3039d6\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 1.458}, \"97842\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-25 00:55:21.000000+00:00\", \"2023-03-02 18:30:05.000000+00:00\", \"2021-12-04 11:15:46.000000+00:00\", \"2019-10-21 02:23:52.000000+00:00\", \"2021-11-06 17:05:45.000000+00:00\"], \"session_ids\": [\"021a7fdb-787a-460e-8ab7-5d6a1465761d\", \"7cdfbe67-e18e-4d98-9a89-8e78ef1c11d8\", \"f6e5183f-9a93-41cb-9a01-03b94aade257\", \"482bf3dd-f140-4be7-8ac0-e590f694b32a\", \"4d701694-59ab-4967-9d86-a9fd8758e8e9\"], \"total_duration\": 771.0, \"total_sessions\": 5, \"mean_week_duration\": 4.381}, \"58727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-08-17 14:37:53.000000+00:00\", \"2019-09-10 13:31:00.000000+00:00\"], \"session_ids\": [\"14f35294-c967-403f-91ce-9c5ad7d8a341\", \"9a211545-1109-4943-befd-1e61ff5f99c3\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 21.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are less than 6 and are equal or greater than 34"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[6, 34]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"22090\": {\"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\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-02-12 00:15:32.000000+00:00\", \"2019-06-29 13:28:08.000000+00:00\", \"2022-02-22 03:39:53.000000+00:00\", \"2020-01-01 01:29:16.000000+00:00\"], \"session_ids\": [\"6124b5c6-9d12-4529-bc53-819b4c24e8b1\", \"648833fb-8356-4e30-b389-ba3ae88b5cc2\", \"06cdb7fc-0468-4cde-8b67-99b7d44c9ef4\", \"8a8bad3a-9420-4d8c-b144-21112ca2d919\"], \"total_duration\": 537.0, \"total_sessions\": 4, \"mean_week_duration\": 3.399}, \"83079\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-01-15 15:18:58.000000+00:00\", \"2022-10-24 07:29:32.000000+00:00\"], \"session_ids\": [\"f73b092f-d4e4-4d1b-941f-10d75d8ec99b\", \"e2f18077-76ae-4d7a-9540-7a1bcd4fec2c\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 3.516}, \"77083\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-11-14 23:51:06.000000+00:00\", \"2019-11-09 01:35:40.000000+00:00\"], \"session_ids\": [\"09fab72c-a5c7-4b59-a567-0fcc710b5bea\", \"7a9686d5-2ee4-4583-95fc-afada8612bd6\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 2.208}, \"88672\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-03-03 06:39:15.000000+00:00\", \"2020-09-15 18:13:33.000000+00:00\"], \"session_ids\": [\"b6ba20d5-a4b8-4375-bcbd-001696a5747a\", \"d108ed04-5439-491a-88be-2b703b3039d6\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 1.458}, \"97842\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-25 00:55:21.000000+00:00\", \"2023-03-02 18:30:05.000000+00:00\", \"2021-12-04 11:15:46.000000+00:00\", \"2019-10-21 02:23:52.000000+00:00\", \"2021-11-06 17:05:45.000000+00:00\"], \"session_ids\": [\"021a7fdb-787a-460e-8ab7-5d6a1465761d\", \"7cdfbe67-e18e-4d98-9a89-8e78ef1c11d8\", \"f6e5183f-9a93-41cb-9a01-03b94aade257\", \"482bf3dd-f140-4be7-8ac0-e590f694b32a\", \"4d701694-59ab-4967-9d86-a9fd8758e8e9\"], \"total_duration\": 771.0, \"total_sessions\": 5, \"mean_week_duration\": 4.381}, \"51402\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-11-04 21:32:16.000000+00:00\", \"2022-11-22 18:09:24.000000+00:00\"], \"session_ids\": [\"ad05873b-696c-4d88-adeb-79564f4a3e2d\", \"f17fa595-b3bc-4b4c-b729-1be28e70d4f6\"], \"total_duration\": 289.0, \"total_sessions\": 2, \"mean_week_duration\": 96.333}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_sessions"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"83079\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-01-15 15:18:58.000000+00:00\", \"2022-10-24 07:29:32.000000+00:00\"], \"session_ids\": [\"f73b092f-d4e4-4d1b-941f-10d75d8ec99b\", \"e2f18077-76ae-4d7a-9540-7a1bcd4fec2c\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 3.516}}, {\"77083\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-11-14 23:51:06.000000+00:00\", \"2019-11-09 01:35:40.000000+00:00\"], \"session_ids\": [\"09fab72c-a5c7-4b59-a567-0fcc710b5bea\", \"7a9686d5-2ee4-4583-95fc-afada8612bd6\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 2.208}}, {\"88672\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-03-03 06:39:15.000000+00:00\", \"2020-09-15 18:13:33.000000+00:00\"], \"session_ids\": [\"b6ba20d5-a4b8-4375-bcbd-001696a5747a\", \"d108ed04-5439-491a-88be-2b703b3039d6\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 1.458}}, {\"51402\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-11-04 21:32:16.000000+00:00\", \"2022-11-22 18:09:24.000000+00:00\"], \"session_ids\": [\"ad05873b-696c-4d88-adeb-79564f4a3e2d\", \"f17fa595-b3bc-4b4c-b729-1be28e70d4f6\"], \"total_duration\": 289.0, \"total_sessions\": 2, \"mean_week_duration\": 96.333}}, {\"22090\": {\"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\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-02-12 00:15:32.000000+00:00\", \"2019-06-29 13:28:08.000000+00:00\", \"2022-02-22 03:39:53.000000+00:00\", \"2020-01-01 01:29:16.000000+00:00\"], \"session_ids\": [\"6124b5c6-9d12-4529-bc53-819b4c24e8b1\", \"648833fb-8356-4e30-b389-ba3ae88b5cc2\", \"06cdb7fc-0468-4cde-8b67-99b7d44c9ef4\", \"8a8bad3a-9420-4d8c-b144-21112ca2d919\"], \"total_duration\": 537.0, \"total_sessions\": 4, \"mean_week_duration\": 3.399}}, {\"97842\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-25 00:55:21.000000+00:00\", \"2023-03-02 18:30:05.000000+00:00\", \"2021-12-04 11:15:46.000000+00:00\", \"2019-10-21 02:23:52.000000+00:00\", \"2021-11-06 17:05:45.000000+00:00\"], \"session_ids\": [\"021a7fdb-787a-460e-8ab7-5d6a1465761d\", \"7cdfbe67-e18e-4d98-9a89-8e78ef1c11d8\", \"f6e5183f-9a93-41cb-9a01-03b94aade257\", \"482bf3dd-f140-4be7-8ac0-e590f694b32a\", \"4d701694-59ab-4967-9d86-a9fd8758e8e9\"], \"total_duration\": 771.0, \"total_sessions\": 5, \"mean_week_duration\": 4.381}}]\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[{\"83079\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-01-15 15:18:58.000000+00:00\", \"2022-10-24 07:29:32.000000+00:00\"], \"session_ids\": [\"f73b092f-d4e4-4d1b-941f-10d75d8ec99b\", \"e2f18077-76ae-4d7a-9540-7a1bcd4fec2c\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 3.516}}, {\"77083\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-11-14 23:51:06.000000+00:00\", \"2019-11-09 01:35:40.000000+00:00\"], \"session_ids\": [\"09fab72c-a5c7-4b59-a567-0fcc710b5bea\", \"7a9686d5-2ee4-4583-95fc-afada8612bd6\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 2.208}}, {\"88672\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-03-03 06:39:15.000000+00:00\", \"2020-09-15 18:13:33.000000+00:00\"], \"session_ids\": [\"b6ba20d5-a4b8-4375-bcbd-001696a5747a\", \"d108ed04-5439-491a-88be-2b703b3039d6\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 1.458}}, {\"51402\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-11-04 21:32:16.000000+00:00\", \"2022-11-22 18:09:24.000000+00:00\"], \"session_ids\": [\"ad05873b-696c-4d88-adeb-79564f4a3e2d\", \"f17fa595-b3bc-4b4c-b729-1be28e70d4f6\"], \"total_duration\": 289.0, \"total_sessions\": 2, \"mean_week_duration\": 96.333}}]\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[{\"83079\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-01-15 15:18:58.000000+00:00\", \"2022-10-24 07:29:32.000000+00:00\"], \"session_ids\": [\"f73b092f-d4e4-4d1b-941f-10d75d8ec99b\", \"e2f18077-76ae-4d7a-9540-7a1bcd4fec2c\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 3.516}}, {\"77083\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-11-14 23:51:06.000000+00:00\", \"2019-11-09 01:35:40.000000+00:00\"], \"session_ids\": [\"09fab72c-a5c7-4b59-a567-0fcc710b5bea\", \"7a9686d5-2ee4-4583-95fc-afada8612bd6\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 2.208}}, {\"88672\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-03-03 06:39:15.000000+00:00\", \"2020-09-15 18:13:33.000000+00:00\"], \"session_ids\": [\"b6ba20d5-a4b8-4375-bcbd-001696a5747a\", \"d108ed04-5439-491a-88be-2b703b3039d6\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 1.458}}, {\"51402\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-11-04 21:32:16.000000+00:00\", \"2022-11-22 18:09:24.000000+00:00\"], \"session_ids\": [\"ad05873b-696c-4d88-adeb-79564f4a3e2d\", \"f17fa595-b3bc-4b4c-b729-1be28e70d4f6\"], \"total_duration\": 289.0, \"total_sessions\": 2, \"mean_week_duration\": 96.333}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about users who hold the bottom position in site usage time per week , and apply sorting by total_duration form the highest to the lowest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"82239\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-07-28 20:34:42.000000+00:00\", \"2021-05-05 17:31:27.000000+00:00\", \"2022-02-04 11:58:17.000000+00:00\", \"2019-10-14 20:32:17.000000+00:00\", \"2022-04-14 09:46:55.000000+00:00\", \"2019-01-14 11:52:34.000000+00:00\", \"2019-01-24 23:06:54.000000+00:00\", \"2022-12-13 13:45:39.000000+00:00\", \"2023-03-19 10:04:34.000000+00:00\"], \"session_ids\": [\"ec58b3e4-48d5-4f22-8b14-989c89ed6cd9\", \"ba6dc5b4-040e-40eb-b70f-a462b7970bd9\", \"1bdf4bf2-a365-44b2-85b5-82df2add92b9\", \"ada7772f-8675-4a7a-8037-68c27bf68344\", \"b50c98ae-f445-4106-ba2b-b540b6c46a7a\", \"65572cbb-fb23-4b55-b5bd-d1df86770265\", \"9f2b8de1-5f5c-47ba-aecf-1df835736185\", \"ae6c631f-890f-4e29-89c0-5da1d501f0ac\", \"cfb7b3a5-bcec-4e52-b974-4aa459dcf5ce\"], \"total_duration\": 513.0, \"total_sessions\": 9, \"mean_week_duration\": 2.353}, \"39223\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-04-30 23:57:09.000000+00:00\", \"2022-10-19 10:15:33.000000+00:00\"], \"session_ids\": [\"0d6b1a57-f230-49a3-a5b8-40460d450e84\", \"d8e0dc4e-0d0f-4c10-af8a-65e452b7e1cd\"], \"total_duration\": 406.0, \"total_sessions\": 2, \"mean_week_duration\": 16.24}, \"85829\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-08-13 20:05:58.000000+00:00\", \"2022-07-21 02:58:10.000000+00:00\"], \"session_ids\": [\"d0da130a-d611-474f-b233-d5885ee26bd0\", \"0969f967-bb49-4b02-b09b-8dee405ad793\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 10.5}, \"47750\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-04-04 02:40:54.000000+00:00\", \"2022-10-06 16:44:35.000000+00:00\", \"2020-01-25 13:07:35.000000+00:00\"], \"session_ids\": [\"d9f19eb4-206d-49f6-9b90-022a2100f983\", \"eabb2b77-f101-454d-a0a5-ed146b13f4a5\", \"b88e3e72-a03a-4af7-88d5-1d395c2eb9a5\"], \"total_duration\": 391.0, \"total_sessions\": 3, \"mean_week_duration\": 2.773}, \"39818\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-10-29 18:14:48.000000+00:00\", \"2023-02-05 06:00:14.000000+00:00\"], \"session_ids\": [\"27004ec6-f65b-41a3-aade-d7a9d81e0462\", \"41a1bb07-17e5-40b3-97ec-7eeaaf260f8c\"], \"total_duration\": 385.0, \"total_sessions\": 2, \"mean_week_duration\": 2.251}, \"3717\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-01-19 22:31:56.000000+00:00\", \"2023-02-12 03:34:39.000000+00:00\"], \"session_ids\": [\"bd8318fd-bf3d-4806-b487-e89c7c79a190\", \"46e276bf-f95f-4faa-9807-d360ee8e9650\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 12.0}, \"40430\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-20 09:03:02.000000+00:00\", \"2021-04-08 01:22:03.000000+00:00\", \"2023-04-02 15:54:04.000000+00:00\"], \"session_ids\": [\"6fdb1f14-099d-45f0-8bb4-e38f8d92ba92\", \"f35c142d-211e-4250-ba27-0105b8dd9d84\", \"7e02c8ee-e730-453b-bd60-ba3fe9764a80\"], \"total_duration\": 236.0, \"total_sessions\": 3, \"mean_week_duration\": 1.311}, \"31347\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-02-22 16:22:02.000000+00:00\", \"2023-05-29 19:14:21.000000+00:00\"], \"session_ids\": [\"aac7f0d6-b90b-4e69-947a-98ab0a4fd552\", \"ef701880-0ebe-4120-9728-f64c38181d14\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 1.287}, \"99524\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-05-27 09:37:11.000000+00:00\", \"2019-12-30 10:12:43.000000+00:00\", \"2021-08-29 10:42:02.000000+00:00\", \"2021-11-28 06:06:42.000000+00:00\"], \"session_ids\": [\"08c2f3fc-2809-4960-b2b3-bad715b49437\", \"ffd4162c-c98b-4e0f-8e78-9fa97951ec0f\", \"cb2b89b6-b44a-42bd-9c1d-a1cf991ed879\", \"c93efc45-d160-435a-bfa4-211847f8822f\"], \"total_duration\": 770.0, \"total_sessions\": 4, \"mean_week_duration\": 6.111}, \"66041\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-10-07 21:24:29.000000+00:00\", \"2021-05-19 04:08:03.000000+00:00\", \"2020-02-15 13:33:09.000000+00:00\"], \"session_ids\": [\"107c5ca2-1312-4ee4-8f12-ee9a38d5778c\", \"ba037037-e6e2-42ad-a5dc-37011378c5ef\", \"a39d9f9e-d05b-4a23-946d-b6d57e7b8c26\"], \"total_duration\": 474.0, \"total_sessions\": 3, \"mean_week_duration\": 3.435}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the lowest mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": false, \"quant_to_remain\": -1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"31347\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-02-22 16:22:02.000000+00:00\", \"2023-05-29 19:14:21.000000+00:00\"], \"session_ids\": [\"aac7f0d6-b90b-4e69-947a-98ab0a4fd552\", \"ef701880-0ebe-4120-9728-f64c38181d14\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 1.287}}, {\"40430\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-20 09:03:02.000000+00:00\", \"2021-04-08 01:22:03.000000+00:00\", \"2023-04-02 15:54:04.000000+00:00\"], \"session_ids\": [\"6fdb1f14-099d-45f0-8bb4-e38f8d92ba92\", \"f35c142d-211e-4250-ba27-0105b8dd9d84\", \"7e02c8ee-e730-453b-bd60-ba3fe9764a80\"], \"total_duration\": 236.0, \"total_sessions\": 3, \"mean_week_duration\": 1.311}}, {\"39818\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-10-29 18:14:48.000000+00:00\", \"2023-02-05 06:00:14.000000+00:00\"], \"session_ids\": [\"27004ec6-f65b-41a3-aade-d7a9d81e0462\", \"41a1bb07-17e5-40b3-97ec-7eeaaf260f8c\"], \"total_duration\": 385.0, \"total_sessions\": 2, \"mean_week_duration\": 2.251}}]\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[{\"39818\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-10-29 18:14:48.000000+00:00\", \"2023-02-05 06:00:14.000000+00:00\"], \"session_ids\": [\"27004ec6-f65b-41a3-aade-d7a9d81e0462\", \"41a1bb07-17e5-40b3-97ec-7eeaaf260f8c\"], \"total_duration\": 385.0, \"total_sessions\": 2, \"mean_week_duration\": 2.251}}, {\"31347\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-02-22 16:22:02.000000+00:00\", \"2023-05-29 19:14:21.000000+00:00\"], \"session_ids\": [\"aac7f0d6-b90b-4e69-947a-98ab0a4fd552\", \"ef701880-0ebe-4120-9728-f64c38181d14\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 1.287}}, {\"40430\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-20 09:03:02.000000+00:00\", \"2021-04-08 01:22:03.000000+00:00\", \"2023-04-02 15:54:04.000000+00:00\"], \"session_ids\": [\"6fdb1f14-099d-45f0-8bb4-e38f8d92ba92\", \"f35c142d-211e-4250-ba27-0105b8dd9d84\", \"7e02c8ee-e730-453b-bd60-ba3fe9764a80\"], \"total_duration\": 236.0, \"total_sessions\": 3, \"mean_week_duration\": 1.311}}]\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[{\"39818\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-10-29 18:14:48.000000+00:00\", \"2023-02-05 06:00:14.000000+00:00\"], \"session_ids\": [\"27004ec6-f65b-41a3-aade-d7a9d81e0462\", \"41a1bb07-17e5-40b3-97ec-7eeaaf260f8c\"], \"total_duration\": 385.0, \"total_sessions\": 2, \"mean_week_duration\": 2.251}}, {\"31347\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-02-22 16:22:02.000000+00:00\", \"2023-05-29 19:14:21.000000+00:00\"], \"session_ids\": [\"aac7f0d6-b90b-4e69-947a-98ab0a4fd552\", \"ef701880-0ebe-4120-9728-f64c38181d14\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 1.287}}, {\"40430\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-20 09:03:02.000000+00:00\", \"2021-04-08 01:22:03.000000+00:00\", \"2023-04-02 15:54:04.000000+00:00\"], \"session_ids\": [\"6fdb1f14-099d-45f0-8bb4-e38f8d92ba92\", \"f35c142d-211e-4250-ba27-0105b8dd9d84\", \"7e02c8ee-e730-453b-bd60-ba3fe9764a80\"], \"total_duration\": 236.0, \"total_sessions\": 3, \"mean_week_duration\": 1.311}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about 6 users whose aver of time using the app per week is greater than 34 and less than 21 , do sorting by total amount of duration descending as well as get rid of all records, except 3."
}
] |
[
{
"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{\"31860\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-01-24 04:18:42.000000+00:00\", \"2019-11-10 05:43:51.000000+00:00\"], \"session_ids\": [\"89e020a5-9081-4865-bafc-12f8cdbf24e3\", \"33a0c76c-6d57-4d19-bdf2-d4b8f0bb1cd9\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 3.214}, \"28590\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-10-17 10:40:57.000000+00:00\", \"2021-12-29 13:13:28.000000+00:00\", \"2023-01-23 13:19:19.000000+00:00\", \"2021-06-26 04:26:21.000000+00:00\", \"2020-11-30 01:25:40.000000+00:00\"], \"session_ids\": [\"c960adfe-16f1-4831-8915-b8c0371ab521\", \"960a09ab-868d-4cf1-abf2-ab130b03dd37\", \"60b6791f-0c29-4ea7-bcd6-c3a05b93ea71\", \"c02abb74-d052-4f52-ad8f-8e2edd18595e\", \"adc8f61f-a13e-4246-8f3e-75291dbd8b4c\"], \"total_duration\": 3296.0, \"total_sessions\": 5, \"mean_week_duration\": 29.429}, \"39931\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 5}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-11-28 09:13:56.000000+00:00\", \"2020-03-21 10:23:35.000000+00:00\", \"2020-07-28 03:55:43.000000+00:00\"], \"session_ids\": [\"5714a457-7b90-464e-b19e-b05a7ed89c4d\", \"fbf43aaf-ce00-40ec-80c7-e85c5d9c76a3\", \"9721f278-867f-4759-a373-b00e2eaf6b34\"], \"total_duration\": 760.0, \"total_sessions\": 3, \"mean_week_duration\": 5.39}, \"79444\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-11-08 18:08:52.000000+00:00\", \"2020-02-14 05:43:02.000000+00:00\", \"2019-11-21 11:45:09.000000+00:00\"], \"session_ids\": [\"8ea7c07c-ccbe-4437-8a3d-e041a0b9eb8b\", \"06e39eb5-1ddd-431b-99d9-7ffeb3bac461\", \"9c0dcc61-3d9f-4ff9-858a-038241189179\"], \"total_duration\": 384.0, \"total_sessions\": 3, \"mean_week_duration\": 7.529}, \"93075\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-12-14 14:56:26.000000+00:00\", \"2019-10-24 07:54:24.000000+00:00\"], \"session_ids\": [\"44338d45-deea-4b22-ae49-47b1e953f111\", \"26840aca-588c-416a-bd2d-d58a7789e008\"], \"total_duration\": 312.0, \"total_sessions\": 2, \"mean_week_duration\": 2.786}, \"43862\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-28 10:51:30.000000+00:00\", \"2019-11-05 02:31:24.000000+00:00\", \"2023-04-28 17:31:17.000000+00:00\", \"2019-09-12 21:25:26.000000+00:00\", \"2022-08-11 21:26:10.000000+00:00\", \"2020-10-23 01:12:40.000000+00:00\", \"2022-08-06 17:51:53.000000+00:00\", \"2022-07-13 23:42:41.000000+00:00\", \"2019-08-26 16:01:32.000000+00:00\", \"2020-11-05 01:49:24.000000+00:00\", \"2021-06-29 06:48:02.000000+00:00\"], \"session_ids\": [\"b927f5e8-369e-4c7f-9c25-bb53fd1d760c\", \"9331b68b-4463-4c2c-9dea-6af7275b4884\", \"bc46e762-7b60-4a5d-b875-c4270738adda\", \"20d323fc-ec59-4cf8-a3bf-8e6a3f915cd4\", \"c0838b16-abdb-4bd0-a992-fb6ba2536880\", \"f6bed2d5-68a2-4f13-9edc-81704c367305\", \"0eac9dc1-153e-4c95-b47f-1113d9cf241f\", \"5b28ff5c-1966-43e3-9c73-7a4a9f47a088\", \"aa37970c-47d1-45a9-becd-f37059ba99ed\", \"5cfd74eb-4b58-4d20-ade3-264c28e92994\", \"1947adc1-83f8-4ddf-8480-5cf19bd4f028\"], \"total_duration\": 11678.0, \"total_sessions\": 11, \"mean_week_duration\": 60.823}, \"7951\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-10-28 02:11:20.000000+00:00\", \"2023-05-24 01:45:00.000000+00:00\", \"2022-02-02 04:41:15.000000+00:00\", \"2022-06-13 18:54:55.000000+00:00\", \"2020-10-13 18:45:29.000000+00:00\", \"2019-10-04 09:19:49.000000+00:00\", \"2019-11-08 10:50:28.000000+00:00\", \"2022-05-11 17:52:56.000000+00:00\", \"2021-03-19 04:56:29.000000+00:00\"], \"session_ids\": [\"1d1113d9-d2db-4b2f-916b-4e18f011caa3\", \"86881c85-6aa7-4271-84f9-2f63a19f031e\", \"23d29f45-4265-4819-a3e4-e66fac04e758\", \"a19d663e-9ab6-47f9-8059-bb6078682405\", \"e685e65d-59fe-4640-841d-9be87c575cf2\", \"1d9afce5-24a5-4192-8996-9d9f8a635f33\", \"5808e124-ca9f-4b0b-9bd8-553d34f43395\", \"0a516933-0edf-42be-99a7-a938c66c428f\", \"23531600-bfdc-4d14-90e5-19e73189bf71\"], \"total_duration\": 9099.0, \"total_sessions\": 9, \"mean_week_duration\": 47.889}, \"54664\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-04-25 16:33:39.000000+00:00\", \"2021-09-11 12:31:34.000000+00:00\", \"2020-06-07 14:03:17.000000+00:00\", \"2019-02-22 04:49:51.000000+00:00\"], \"session_ids\": [\"22c65faf-0d01-4cf7-9a09-87854a719afe\", \"7f4ebeae-d42a-4b43-a750-56ebdcc8ba95\", \"ffb02877-8b2f-4613-b74b-7cdb4f925072\", \"49a3d596-722a-43f0-9a3f-907ff0e7c02a\"], \"total_duration\": 206.0, \"total_sessions\": 4, \"mean_week_duration\": 1.537}, \"72105\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-10-11 22:57:09.000000+00:00\", \"2022-04-05 22:34:26.000000+00:00\", \"2021-04-08 04:23:42.000000+00:00\", \"2019-04-20 19:36:37.000000+00:00\", \"2022-06-18 01:03:24.000000+00:00\", \"2019-04-28 01:14:59.000000+00:00\"], \"session_ids\": [\"835f9b31-4b02-4f95-8631-1defbf5af434\", \"bd58daa2-3d1b-40c8-853c-ffbf728b3c91\", \"f460fa2c-baf3-49f6-8048-81c2b6a897eb\", \"e0e4b6ea-fa98-4a76-9501-a0a3df0cc603\", \"2a019670-2b60-4d71-a7ce-03b5303d467e\", \"a5f19781-057c-48ee-82c6-651f1ef96160\"], \"total_duration\": 5157.0, \"total_sessions\": 6, \"mean_week_duration\": 31.255}, \"99409\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-10-08 03:23:25.000000+00:00\", \"2020-08-31 23:15:06.000000+00:00\"], \"session_ids\": [\"49abe706-c054-4838-a200-81f057dde93c\", \"44755306-bf7e-49ac-9170-66976a6da541\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.2}}\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 21 and are equal or greater than 34"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[21, 34]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"31860\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-01-24 04:18:42.000000+00:00\", \"2019-11-10 05:43:51.000000+00:00\"], \"session_ids\": [\"89e020a5-9081-4865-bafc-12f8cdbf24e3\", \"33a0c76c-6d57-4d19-bdf2-d4b8f0bb1cd9\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 3.214}, \"39931\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 5}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-11-28 09:13:56.000000+00:00\", \"2020-03-21 10:23:35.000000+00:00\", \"2020-07-28 03:55:43.000000+00:00\"], \"session_ids\": [\"5714a457-7b90-464e-b19e-b05a7ed89c4d\", \"fbf43aaf-ce00-40ec-80c7-e85c5d9c76a3\", \"9721f278-867f-4759-a373-b00e2eaf6b34\"], \"total_duration\": 760.0, \"total_sessions\": 3, \"mean_week_duration\": 5.39}, \"79444\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-11-08 18:08:52.000000+00:00\", \"2020-02-14 05:43:02.000000+00:00\", \"2019-11-21 11:45:09.000000+00:00\"], \"session_ids\": [\"8ea7c07c-ccbe-4437-8a3d-e041a0b9eb8b\", \"06e39eb5-1ddd-431b-99d9-7ffeb3bac461\", \"9c0dcc61-3d9f-4ff9-858a-038241189179\"], \"total_duration\": 384.0, \"total_sessions\": 3, \"mean_week_duration\": 7.529}, \"93075\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-12-14 14:56:26.000000+00:00\", \"2019-10-24 07:54:24.000000+00:00\"], \"session_ids\": [\"44338d45-deea-4b22-ae49-47b1e953f111\", \"26840aca-588c-416a-bd2d-d58a7789e008\"], \"total_duration\": 312.0, \"total_sessions\": 2, \"mean_week_duration\": 2.786}, \"54664\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-04-25 16:33:39.000000+00:00\", \"2021-09-11 12:31:34.000000+00:00\", \"2020-06-07 14:03:17.000000+00:00\", \"2019-02-22 04:49:51.000000+00:00\"], \"session_ids\": [\"22c65faf-0d01-4cf7-9a09-87854a719afe\", \"7f4ebeae-d42a-4b43-a750-56ebdcc8ba95\", \"ffb02877-8b2f-4613-b74b-7cdb4f925072\", \"49a3d596-722a-43f0-9a3f-907ff0e7c02a\"], \"total_duration\": 206.0, \"total_sessions\": 4, \"mean_week_duration\": 1.537}, \"99409\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-10-08 03:23:25.000000+00:00\", \"2020-08-31 23:15:06.000000+00:00\"], \"session_ids\": [\"49abe706-c054-4838-a200-81f057dde93c\", \"44755306-bf7e-49ac-9170-66976a6da541\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.2}, \"43862\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-28 10:51:30.000000+00:00\", \"2019-11-05 02:31:24.000000+00:00\", \"2023-04-28 17:31:17.000000+00:00\", \"2019-09-12 21:25:26.000000+00:00\", \"2022-08-11 21:26:10.000000+00:00\", \"2020-10-23 01:12:40.000000+00:00\", \"2022-08-06 17:51:53.000000+00:00\", \"2022-07-13 23:42:41.000000+00:00\", \"2019-08-26 16:01:32.000000+00:00\", \"2020-11-05 01:49:24.000000+00:00\", \"2021-06-29 06:48:02.000000+00:00\"], \"session_ids\": [\"b927f5e8-369e-4c7f-9c25-bb53fd1d760c\", \"9331b68b-4463-4c2c-9dea-6af7275b4884\", \"bc46e762-7b60-4a5d-b875-c4270738adda\", \"20d323fc-ec59-4cf8-a3bf-8e6a3f915cd4\", \"c0838b16-abdb-4bd0-a992-fb6ba2536880\", \"f6bed2d5-68a2-4f13-9edc-81704c367305\", \"0eac9dc1-153e-4c95-b47f-1113d9cf241f\", \"5b28ff5c-1966-43e3-9c73-7a4a9f47a088\", \"aa37970c-47d1-45a9-becd-f37059ba99ed\", \"5cfd74eb-4b58-4d20-ade3-264c28e92994\", \"1947adc1-83f8-4ddf-8480-5cf19bd4f028\"], \"total_duration\": 11678.0, \"total_sessions\": 11, \"mean_week_duration\": 60.823}, \"7951\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-10-28 02:11:20.000000+00:00\", \"2023-05-24 01:45:00.000000+00:00\", \"2022-02-02 04:41:15.000000+00:00\", \"2022-06-13 18:54:55.000000+00:00\", \"2020-10-13 18:45:29.000000+00:00\", \"2019-10-04 09:19:49.000000+00:00\", \"2019-11-08 10:50:28.000000+00:00\", \"2022-05-11 17:52:56.000000+00:00\", \"2021-03-19 04:56:29.000000+00:00\"], \"session_ids\": [\"1d1113d9-d2db-4b2f-916b-4e18f011caa3\", \"86881c85-6aa7-4271-84f9-2f63a19f031e\", \"23d29f45-4265-4819-a3e4-e66fac04e758\", \"a19d663e-9ab6-47f9-8059-bb6078682405\", \"e685e65d-59fe-4640-841d-9be87c575cf2\", \"1d9afce5-24a5-4192-8996-9d9f8a635f33\", \"5808e124-ca9f-4b0b-9bd8-553d34f43395\", \"0a516933-0edf-42be-99a7-a938c66c428f\", \"23531600-bfdc-4d14-90e5-19e73189bf71\"], \"total_duration\": 9099.0, \"total_sessions\": 9, \"mean_week_duration\": 47.889}}\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[{\"43862\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-28 10:51:30.000000+00:00\", \"2019-11-05 02:31:24.000000+00:00\", \"2023-04-28 17:31:17.000000+00:00\", \"2019-09-12 21:25:26.000000+00:00\", \"2022-08-11 21:26:10.000000+00:00\", \"2020-10-23 01:12:40.000000+00:00\", \"2022-08-06 17:51:53.000000+00:00\", \"2022-07-13 23:42:41.000000+00:00\", \"2019-08-26 16:01:32.000000+00:00\", \"2020-11-05 01:49:24.000000+00:00\", \"2021-06-29 06:48:02.000000+00:00\"], \"session_ids\": [\"b927f5e8-369e-4c7f-9c25-bb53fd1d760c\", \"9331b68b-4463-4c2c-9dea-6af7275b4884\", \"bc46e762-7b60-4a5d-b875-c4270738adda\", \"20d323fc-ec59-4cf8-a3bf-8e6a3f915cd4\", \"c0838b16-abdb-4bd0-a992-fb6ba2536880\", \"f6bed2d5-68a2-4f13-9edc-81704c367305\", \"0eac9dc1-153e-4c95-b47f-1113d9cf241f\", \"5b28ff5c-1966-43e3-9c73-7a4a9f47a088\", \"aa37970c-47d1-45a9-becd-f37059ba99ed\", \"5cfd74eb-4b58-4d20-ade3-264c28e92994\", \"1947adc1-83f8-4ddf-8480-5cf19bd4f028\"], \"total_duration\": 11678.0, \"total_sessions\": 11, \"mean_week_duration\": 60.823}}, {\"7951\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-10-28 02:11:20.000000+00:00\", \"2023-05-24 01:45:00.000000+00:00\", \"2022-02-02 04:41:15.000000+00:00\", \"2022-06-13 18:54:55.000000+00:00\", \"2020-10-13 18:45:29.000000+00:00\", \"2019-10-04 09:19:49.000000+00:00\", \"2019-11-08 10:50:28.000000+00:00\", \"2022-05-11 17:52:56.000000+00:00\", \"2021-03-19 04:56:29.000000+00:00\"], \"session_ids\": [\"1d1113d9-d2db-4b2f-916b-4e18f011caa3\", \"86881c85-6aa7-4271-84f9-2f63a19f031e\", \"23d29f45-4265-4819-a3e4-e66fac04e758\", \"a19d663e-9ab6-47f9-8059-bb6078682405\", \"e685e65d-59fe-4640-841d-9be87c575cf2\", \"1d9afce5-24a5-4192-8996-9d9f8a635f33\", \"5808e124-ca9f-4b0b-9bd8-553d34f43395\", \"0a516933-0edf-42be-99a7-a938c66c428f\", \"23531600-bfdc-4d14-90e5-19e73189bf71\"], \"total_duration\": 9099.0, \"total_sessions\": 9, \"mean_week_duration\": 47.889}}, {\"39931\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 5}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-11-28 09:13:56.000000+00:00\", \"2020-03-21 10:23:35.000000+00:00\", \"2020-07-28 03:55:43.000000+00:00\"], \"session_ids\": [\"5714a457-7b90-464e-b19e-b05a7ed89c4d\", \"fbf43aaf-ce00-40ec-80c7-e85c5d9c76a3\", \"9721f278-867f-4759-a373-b00e2eaf6b34\"], \"total_duration\": 760.0, \"total_sessions\": 3, \"mean_week_duration\": 5.39}}, {\"79444\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-11-08 18:08:52.000000+00:00\", \"2020-02-14 05:43:02.000000+00:00\", \"2019-11-21 11:45:09.000000+00:00\"], \"session_ids\": [\"8ea7c07c-ccbe-4437-8a3d-e041a0b9eb8b\", \"06e39eb5-1ddd-431b-99d9-7ffeb3bac461\", \"9c0dcc61-3d9f-4ff9-858a-038241189179\"], \"total_duration\": 384.0, \"total_sessions\": 3, \"mean_week_duration\": 7.529}}, {\"93075\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-12-14 14:56:26.000000+00:00\", \"2019-10-24 07:54:24.000000+00:00\"], \"session_ids\": [\"44338d45-deea-4b22-ae49-47b1e953f111\", \"26840aca-588c-416a-bd2d-d58a7789e008\"], \"total_duration\": 312.0, \"total_sessions\": 2, \"mean_week_duration\": 2.786}}, {\"54664\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-04-25 16:33:39.000000+00:00\", \"2021-09-11 12:31:34.000000+00:00\", \"2020-06-07 14:03:17.000000+00:00\", \"2019-02-22 04:49:51.000000+00:00\"], \"session_ids\": [\"22c65faf-0d01-4cf7-9a09-87854a719afe\", \"7f4ebeae-d42a-4b43-a750-56ebdcc8ba95\", \"ffb02877-8b2f-4613-b74b-7cdb4f925072\", \"49a3d596-722a-43f0-9a3f-907ff0e7c02a\"], \"total_duration\": 206.0, \"total_sessions\": 4, \"mean_week_duration\": 1.537}}, {\"31860\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-01-24 04:18:42.000000+00:00\", \"2019-11-10 05:43:51.000000+00:00\"], \"session_ids\": [\"89e020a5-9081-4865-bafc-12f8cdbf24e3\", \"33a0c76c-6d57-4d19-bdf2-d4b8f0bb1cd9\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 3.214}}, {\"99409\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-10-08 03:23:25.000000+00:00\", \"2020-08-31 23:15:06.000000+00:00\"], \"session_ids\": [\"49abe706-c054-4838-a200-81f057dde93c\", \"44755306-bf7e-49ac-9170-66976a6da541\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.2}}]\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[{\"43862\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-28 10:51:30.000000+00:00\", \"2019-11-05 02:31:24.000000+00:00\", \"2023-04-28 17:31:17.000000+00:00\", \"2019-09-12 21:25:26.000000+00:00\", \"2022-08-11 21:26:10.000000+00:00\", \"2020-10-23 01:12:40.000000+00:00\", \"2022-08-06 17:51:53.000000+00:00\", \"2022-07-13 23:42:41.000000+00:00\", \"2019-08-26 16:01:32.000000+00:00\", \"2020-11-05 01:49:24.000000+00:00\", \"2021-06-29 06:48:02.000000+00:00\"], \"session_ids\": [\"b927f5e8-369e-4c7f-9c25-bb53fd1d760c\", \"9331b68b-4463-4c2c-9dea-6af7275b4884\", \"bc46e762-7b60-4a5d-b875-c4270738adda\", \"20d323fc-ec59-4cf8-a3bf-8e6a3f915cd4\", \"c0838b16-abdb-4bd0-a992-fb6ba2536880\", \"f6bed2d5-68a2-4f13-9edc-81704c367305\", \"0eac9dc1-153e-4c95-b47f-1113d9cf241f\", \"5b28ff5c-1966-43e3-9c73-7a4a9f47a088\", \"aa37970c-47d1-45a9-becd-f37059ba99ed\", \"5cfd74eb-4b58-4d20-ade3-264c28e92994\", \"1947adc1-83f8-4ddf-8480-5cf19bd4f028\"], \"total_duration\": 11678.0, \"total_sessions\": 11, \"mean_week_duration\": 60.823}}, {\"7951\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-10-28 02:11:20.000000+00:00\", \"2023-05-24 01:45:00.000000+00:00\", \"2022-02-02 04:41:15.000000+00:00\", \"2022-06-13 18:54:55.000000+00:00\", \"2020-10-13 18:45:29.000000+00:00\", \"2019-10-04 09:19:49.000000+00:00\", \"2019-11-08 10:50:28.000000+00:00\", \"2022-05-11 17:52:56.000000+00:00\", \"2021-03-19 04:56:29.000000+00:00\"], \"session_ids\": [\"1d1113d9-d2db-4b2f-916b-4e18f011caa3\", \"86881c85-6aa7-4271-84f9-2f63a19f031e\", \"23d29f45-4265-4819-a3e4-e66fac04e758\", \"a19d663e-9ab6-47f9-8059-bb6078682405\", \"e685e65d-59fe-4640-841d-9be87c575cf2\", \"1d9afce5-24a5-4192-8996-9d9f8a635f33\", \"5808e124-ca9f-4b0b-9bd8-553d34f43395\", \"0a516933-0edf-42be-99a7-a938c66c428f\", \"23531600-bfdc-4d14-90e5-19e73189bf71\"], \"total_duration\": 9099.0, \"total_sessions\": 9, \"mean_week_duration\": 47.889}}, {\"39931\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 5}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-11-28 09:13:56.000000+00:00\", \"2020-03-21 10:23:35.000000+00:00\", \"2020-07-28 03:55:43.000000+00:00\"], \"session_ids\": [\"5714a457-7b90-464e-b19e-b05a7ed89c4d\", \"fbf43aaf-ce00-40ec-80c7-e85c5d9c76a3\", \"9721f278-867f-4759-a373-b00e2eaf6b34\"], \"total_duration\": 760.0, \"total_sessions\": 3, \"mean_week_duration\": 5.39}}]\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[{\"43862\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-28 10:51:30.000000+00:00\", \"2019-11-05 02:31:24.000000+00:00\", \"2023-04-28 17:31:17.000000+00:00\", \"2019-09-12 21:25:26.000000+00:00\", \"2022-08-11 21:26:10.000000+00:00\", \"2020-10-23 01:12:40.000000+00:00\", \"2022-08-06 17:51:53.000000+00:00\", \"2022-07-13 23:42:41.000000+00:00\", \"2019-08-26 16:01:32.000000+00:00\", \"2020-11-05 01:49:24.000000+00:00\", \"2021-06-29 06:48:02.000000+00:00\"], \"session_ids\": [\"b927f5e8-369e-4c7f-9c25-bb53fd1d760c\", \"9331b68b-4463-4c2c-9dea-6af7275b4884\", \"bc46e762-7b60-4a5d-b875-c4270738adda\", \"20d323fc-ec59-4cf8-a3bf-8e6a3f915cd4\", \"c0838b16-abdb-4bd0-a992-fb6ba2536880\", \"f6bed2d5-68a2-4f13-9edc-81704c367305\", \"0eac9dc1-153e-4c95-b47f-1113d9cf241f\", \"5b28ff5c-1966-43e3-9c73-7a4a9f47a088\", \"aa37970c-47d1-45a9-becd-f37059ba99ed\", \"5cfd74eb-4b58-4d20-ade3-264c28e92994\", \"1947adc1-83f8-4ddf-8480-5cf19bd4f028\"], \"total_duration\": 11678.0, \"total_sessions\": 11, \"mean_week_duration\": 60.823}}, {\"7951\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-10-28 02:11:20.000000+00:00\", \"2023-05-24 01:45:00.000000+00:00\", \"2022-02-02 04:41:15.000000+00:00\", \"2022-06-13 18:54:55.000000+00:00\", \"2020-10-13 18:45:29.000000+00:00\", \"2019-10-04 09:19:49.000000+00:00\", \"2019-11-08 10:50:28.000000+00:00\", \"2022-05-11 17:52:56.000000+00:00\", \"2021-03-19 04:56:29.000000+00:00\"], \"session_ids\": [\"1d1113d9-d2db-4b2f-916b-4e18f011caa3\", \"86881c85-6aa7-4271-84f9-2f63a19f031e\", \"23d29f45-4265-4819-a3e4-e66fac04e758\", \"a19d663e-9ab6-47f9-8059-bb6078682405\", \"e685e65d-59fe-4640-841d-9be87c575cf2\", \"1d9afce5-24a5-4192-8996-9d9f8a635f33\", \"5808e124-ca9f-4b0b-9bd8-553d34f43395\", \"0a516933-0edf-42be-99a7-a938c66c428f\", \"23531600-bfdc-4d14-90e5-19e73189bf71\"], \"total_duration\": 9099.0, \"total_sessions\": 9, \"mean_week_duration\": 47.889}}, {\"39931\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 5}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-11-28 09:13:56.000000+00:00\", \"2020-03-21 10:23:35.000000+00:00\", \"2020-07-28 03:55:43.000000+00:00\"], \"session_ids\": [\"5714a457-7b90-464e-b19e-b05a7ed89c4d\", \"fbf43aaf-ce00-40ec-80c7-e85c5d9c76a3\", \"9721f278-867f-4759-a373-b00e2eaf6b34\"], \"total_duration\": 760.0, \"total_sessions\": 3, \"mean_week_duration\": 5.39}}]\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 overall total duration is strictly less than 1871 and greater than 4706 , and perform sorting by city_name descendingly."
}
] |
[
{
"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{\"61728\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-24 19:15:47.000000+00:00\", \"2020-04-02 15:21:39.000000+00:00\", \"2021-01-07 14:29:32.000000+00:00\"], \"session_ids\": [\"aac42613-a836-4675-a569-f2e7d8c8c3d1\", \"e87d7622-8968-429d-be45-217f89647af5\", \"facd75cc-9c8b-4106-a2a2-49a65690f4f4\"], \"total_duration\": 232.0, \"total_sessions\": 3, \"mean_week_duration\": 1.731}, \"93132\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-28 18:27:15.000000+00:00\", \"2020-10-11 07:14:59.000000+00:00\", \"2020-03-30 08:57:17.000000+00:00\"], \"session_ids\": [\"d10ff42e-683e-4996-a82b-204d09b40b1f\", \"92e3dfed-41c5-45f5-9901-62dbc5e4a0eb\", \"d824237a-0d26-4850-8883-bea267cb625f\"], \"total_duration\": 116.0, \"total_sessions\": 3, \"mean_week_duration\": 0.835}, \"36014\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-12-02 20:57:12.000000+00:00\", \"2020-08-24 10:36:12.000000+00:00\", \"2022-11-04 21:35:22.000000+00:00\"], \"session_ids\": [\"4e638ccb-d0f0-4493-aeaa-8aa31dce7221\", \"3bac30a5-1512-4700-8c6b-f490a451bc26\", \"48c07fff-1d0a-47f4-9a5f-806ad9473d04\"], \"total_duration\": 140.0, \"total_sessions\": 3, \"mean_week_duration\": 1.217}, \"94011\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-12-25 04:10:27.000000+00:00\", \"2022-08-25 02:50:04.000000+00:00\"], \"session_ids\": [\"28a0ebfb-9b5a-47de-bcf9-8c4ed71d70aa\", \"02f6984d-9a4e-4234-9dd7-ebb46a24d7ce\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 2.857}, \"55535\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-06-18 11:14:00.000000+00:00\", \"2019-08-10 16:48:48.000000+00:00\", \"2019-01-02 18:49:44.000000+00:00\", \"2019-05-23 08:59:16.000000+00:00\", \"2020-05-27 18:44:39.000000+00:00\", \"2020-07-26 01:00:17.000000+00:00\", \"2019-06-06 01:24:33.000000+00:00\", \"2021-09-24 21:37:17.000000+00:00\"], \"session_ids\": [\"60b1d8a2-a5c6-4365-936f-05962c578bc9\", \"71469791-f3c4-4ef0-93a1-706cb6688afb\", \"ea758860-a166-4c4b-b633-18637849d78b\", \"475c7e80-7c72-41b6-8d4e-3e11d40329eb\", \"beee5c91-6b37-4f8f-a0a6-d92a0b43a48e\", \"1e4defbc-689d-4cab-8ad6-51d4cf59cdf2\", \"6abd3975-6c9b-4041-8c66-268ffe75518a\", \"22773bf0-fad0-455c-9579-3cdb6f1d5e9f\"], \"total_duration\": 364.0, \"total_sessions\": 8, \"mean_week_duration\": 2.545}, \"51537\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-10-02 16:13:39.000000+00:00\", \"2021-12-06 05:32:04.000000+00:00\"], \"session_ids\": [\"201e48fe-0e89-4cfe-b87c-5485801e8d8b\", \"01e2dbec-02ed-4dfc-b38f-188cd43301e3\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 17.4}, \"29041\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Seoul\", \"datetimes\": [\"2023-03-29 14:25:19.000000+00:00\", \"2021-05-01 02:24:56.000000+00:00\"], \"session_ids\": [\"a765d380-999e-4781-98df-d49234c9efc1\", \"7b0189e9-3bdb-4fe5-9753-6933e08d2571\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 0.76}, \"83219\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-01 08:41:03.000000+00:00\", \"2019-08-12 04:50:40.000000+00:00\", \"2020-02-02 17:11:49.000000+00:00\"], \"session_ids\": [\"30672e35-bdd5-4169-95d3-79f24d997647\", \"5bcd302c-738f-4537-8e32-076a6bc8689d\", \"20b0a042-53b6-409b-aa65-eb84b59ffa56\"], \"total_duration\": 276.0, \"total_sessions\": 3, \"mean_week_duration\": 3.067}, \"61539\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-05-11 10:22:40.000000+00:00\", \"2019-11-29 23:21:36.000000+00:00\"], \"session_ids\": [\"fe0427a5-0f0e-4241-ac08-7a3d79c4b3e7\", \"eb9e4f94-6e93-49ee-a2cf-15df0dadd25f\"], \"total_duration\": 312.0, \"total_sessions\": 2, \"mean_week_duration\": 1.733}, \"9053\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-05-13 05:59:23.000000+00:00\", \"2021-06-22 17:42:47.000000+00:00\", \"2022-07-19 21:52:05.000000+00:00\", \"2021-04-12 17:57:37.000000+00:00\", \"2019-07-24 13:26:28.000000+00:00\", \"2021-10-21 23:47:03.000000+00:00\", \"2023-01-04 11:46:01.000000+00:00\", \"2023-01-31 05:25:06.000000+00:00\"], \"session_ids\": [\"ab9bfc63-13a2-421b-be0f-ab47cbdbdb4c\", \"c672ba7a-ed6a-4191-a128-387b9f84964c\", \"cacedc21-5760-4837-88a8-acf43099d996\", \"9c4bdca2-9b27-472a-8d39-fd52860f3719\", \"dfb26063-14a8-451f-8bcf-50460f41bf36\", \"9aa37d4a-2037-4e8c-a7ba-def3296bd09a\", \"4b4661cd-69f9-4688-ab32-dc06ee742d11\", \"339fa7e4-9841-490d-8a48-7e44245254d0\"], \"total_duration\": 7219.0, \"total_sessions\": 8, \"mean_week_duration\": 39.234}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are less than 1871 and are equal or greater than 4706"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_duration\": [[1871, 4706]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"61728\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-24 19:15:47.000000+00:00\", \"2020-04-02 15:21:39.000000+00:00\", \"2021-01-07 14:29:32.000000+00:00\"], \"session_ids\": [\"aac42613-a836-4675-a569-f2e7d8c8c3d1\", \"e87d7622-8968-429d-be45-217f89647af5\", \"facd75cc-9c8b-4106-a2a2-49a65690f4f4\"], \"total_duration\": 232.0, \"total_sessions\": 3, \"mean_week_duration\": 1.731}, \"93132\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-28 18:27:15.000000+00:00\", \"2020-10-11 07:14:59.000000+00:00\", \"2020-03-30 08:57:17.000000+00:00\"], \"session_ids\": [\"d10ff42e-683e-4996-a82b-204d09b40b1f\", \"92e3dfed-41c5-45f5-9901-62dbc5e4a0eb\", \"d824237a-0d26-4850-8883-bea267cb625f\"], \"total_duration\": 116.0, \"total_sessions\": 3, \"mean_week_duration\": 0.835}, \"36014\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-12-02 20:57:12.000000+00:00\", \"2020-08-24 10:36:12.000000+00:00\", \"2022-11-04 21:35:22.000000+00:00\"], \"session_ids\": [\"4e638ccb-d0f0-4493-aeaa-8aa31dce7221\", \"3bac30a5-1512-4700-8c6b-f490a451bc26\", \"48c07fff-1d0a-47f4-9a5f-806ad9473d04\"], \"total_duration\": 140.0, \"total_sessions\": 3, \"mean_week_duration\": 1.217}, \"94011\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-12-25 04:10:27.000000+00:00\", \"2022-08-25 02:50:04.000000+00:00\"], \"session_ids\": [\"28a0ebfb-9b5a-47de-bcf9-8c4ed71d70aa\", \"02f6984d-9a4e-4234-9dd7-ebb46a24d7ce\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 2.857}, \"55535\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-06-18 11:14:00.000000+00:00\", \"2019-08-10 16:48:48.000000+00:00\", \"2019-01-02 18:49:44.000000+00:00\", \"2019-05-23 08:59:16.000000+00:00\", \"2020-05-27 18:44:39.000000+00:00\", \"2020-07-26 01:00:17.000000+00:00\", \"2019-06-06 01:24:33.000000+00:00\", \"2021-09-24 21:37:17.000000+00:00\"], \"session_ids\": [\"60b1d8a2-a5c6-4365-936f-05962c578bc9\", \"71469791-f3c4-4ef0-93a1-706cb6688afb\", \"ea758860-a166-4c4b-b633-18637849d78b\", \"475c7e80-7c72-41b6-8d4e-3e11d40329eb\", \"beee5c91-6b37-4f8f-a0a6-d92a0b43a48e\", \"1e4defbc-689d-4cab-8ad6-51d4cf59cdf2\", \"6abd3975-6c9b-4041-8c66-268ffe75518a\", \"22773bf0-fad0-455c-9579-3cdb6f1d5e9f\"], \"total_duration\": 364.0, \"total_sessions\": 8, \"mean_week_duration\": 2.545}, \"51537\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-10-02 16:13:39.000000+00:00\", \"2021-12-06 05:32:04.000000+00:00\"], \"session_ids\": [\"201e48fe-0e89-4cfe-b87c-5485801e8d8b\", \"01e2dbec-02ed-4dfc-b38f-188cd43301e3\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 17.4}, \"29041\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Seoul\", \"datetimes\": [\"2023-03-29 14:25:19.000000+00:00\", \"2021-05-01 02:24:56.000000+00:00\"], \"session_ids\": [\"a765d380-999e-4781-98df-d49234c9efc1\", \"7b0189e9-3bdb-4fe5-9753-6933e08d2571\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 0.76}, \"83219\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-01 08:41:03.000000+00:00\", \"2019-08-12 04:50:40.000000+00:00\", \"2020-02-02 17:11:49.000000+00:00\"], \"session_ids\": [\"30672e35-bdd5-4169-95d3-79f24d997647\", \"5bcd302c-738f-4537-8e32-076a6bc8689d\", \"20b0a042-53b6-409b-aa65-eb84b59ffa56\"], \"total_duration\": 276.0, \"total_sessions\": 3, \"mean_week_duration\": 3.067}, \"61539\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-05-11 10:22:40.000000+00:00\", \"2019-11-29 23:21:36.000000+00:00\"], \"session_ids\": [\"fe0427a5-0f0e-4241-ac08-7a3d79c4b3e7\", \"eb9e4f94-6e93-49ee-a2cf-15df0dadd25f\"], \"total_duration\": 312.0, \"total_sessions\": 2, \"mean_week_duration\": 1.733}, \"9053\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-05-13 05:59:23.000000+00:00\", \"2021-06-22 17:42:47.000000+00:00\", \"2022-07-19 21:52:05.000000+00:00\", \"2021-04-12 17:57:37.000000+00:00\", \"2019-07-24 13:26:28.000000+00:00\", \"2021-10-21 23:47:03.000000+00:00\", \"2023-01-04 11:46:01.000000+00:00\", \"2023-01-31 05:25:06.000000+00:00\"], \"session_ids\": [\"ab9bfc63-13a2-421b-be0f-ab47cbdbdb4c\", \"c672ba7a-ed6a-4191-a128-387b9f84964c\", \"cacedc21-5760-4837-88a8-acf43099d996\", \"9c4bdca2-9b27-472a-8d39-fd52860f3719\", \"dfb26063-14a8-451f-8bcf-50460f41bf36\", \"9aa37d4a-2037-4e8c-a7ba-def3296bd09a\", \"4b4661cd-69f9-4688-ab32-dc06ee742d11\", \"339fa7e4-9841-490d-8a48-7e44245254d0\"], \"total_duration\": 7219.0, \"total_sessions\": 8, \"mean_week_duration\": 39.234}}\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[{\"29041\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Seoul\", \"datetimes\": [\"2023-03-29 14:25:19.000000+00:00\", \"2021-05-01 02:24:56.000000+00:00\"], \"session_ids\": [\"a765d380-999e-4781-98df-d49234c9efc1\", \"7b0189e9-3bdb-4fe5-9753-6933e08d2571\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 0.76}}, {\"51537\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-10-02 16:13:39.000000+00:00\", \"2021-12-06 05:32:04.000000+00:00\"], \"session_ids\": [\"201e48fe-0e89-4cfe-b87c-5485801e8d8b\", \"01e2dbec-02ed-4dfc-b38f-188cd43301e3\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 17.4}}, {\"93132\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-28 18:27:15.000000+00:00\", \"2020-10-11 07:14:59.000000+00:00\", \"2020-03-30 08:57:17.000000+00:00\"], \"session_ids\": [\"d10ff42e-683e-4996-a82b-204d09b40b1f\", \"92e3dfed-41c5-45f5-9901-62dbc5e4a0eb\", \"d824237a-0d26-4850-8883-bea267cb625f\"], \"total_duration\": 116.0, \"total_sessions\": 3, \"mean_week_duration\": 0.835}}, {\"94011\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-12-25 04:10:27.000000+00:00\", \"2022-08-25 02:50:04.000000+00:00\"], \"session_ids\": [\"28a0ebfb-9b5a-47de-bcf9-8c4ed71d70aa\", \"02f6984d-9a4e-4234-9dd7-ebb46a24d7ce\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 2.857}}, {\"61539\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-05-11 10:22:40.000000+00:00\", \"2019-11-29 23:21:36.000000+00:00\"], \"session_ids\": [\"fe0427a5-0f0e-4241-ac08-7a3d79c4b3e7\", \"eb9e4f94-6e93-49ee-a2cf-15df0dadd25f\"], \"total_duration\": 312.0, \"total_sessions\": 2, \"mean_week_duration\": 1.733}}, {\"9053\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-05-13 05:59:23.000000+00:00\", \"2021-06-22 17:42:47.000000+00:00\", \"2022-07-19 21:52:05.000000+00:00\", \"2021-04-12 17:57:37.000000+00:00\", \"2019-07-24 13:26:28.000000+00:00\", \"2021-10-21 23:47:03.000000+00:00\", \"2023-01-04 11:46:01.000000+00:00\", \"2023-01-31 05:25:06.000000+00:00\"], \"session_ids\": [\"ab9bfc63-13a2-421b-be0f-ab47cbdbdb4c\", \"c672ba7a-ed6a-4191-a128-387b9f84964c\", \"cacedc21-5760-4837-88a8-acf43099d996\", \"9c4bdca2-9b27-472a-8d39-fd52860f3719\", \"dfb26063-14a8-451f-8bcf-50460f41bf36\", \"9aa37d4a-2037-4e8c-a7ba-def3296bd09a\", \"4b4661cd-69f9-4688-ab32-dc06ee742d11\", \"339fa7e4-9841-490d-8a48-7e44245254d0\"], \"total_duration\": 7219.0, \"total_sessions\": 8, \"mean_week_duration\": 39.234}}, {\"61728\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-24 19:15:47.000000+00:00\", \"2020-04-02 15:21:39.000000+00:00\", \"2021-01-07 14:29:32.000000+00:00\"], \"session_ids\": [\"aac42613-a836-4675-a569-f2e7d8c8c3d1\", \"e87d7622-8968-429d-be45-217f89647af5\", \"facd75cc-9c8b-4106-a2a2-49a65690f4f4\"], \"total_duration\": 232.0, \"total_sessions\": 3, \"mean_week_duration\": 1.731}}, {\"36014\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-12-02 20:57:12.000000+00:00\", \"2020-08-24 10:36:12.000000+00:00\", \"2022-11-04 21:35:22.000000+00:00\"], \"session_ids\": [\"4e638ccb-d0f0-4493-aeaa-8aa31dce7221\", \"3bac30a5-1512-4700-8c6b-f490a451bc26\", \"48c07fff-1d0a-47f4-9a5f-806ad9473d04\"], \"total_duration\": 140.0, \"total_sessions\": 3, \"mean_week_duration\": 1.217}}, {\"55535\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-06-18 11:14:00.000000+00:00\", \"2019-08-10 16:48:48.000000+00:00\", \"2019-01-02 18:49:44.000000+00:00\", \"2019-05-23 08:59:16.000000+00:00\", \"2020-05-27 18:44:39.000000+00:00\", \"2020-07-26 01:00:17.000000+00:00\", \"2019-06-06 01:24:33.000000+00:00\", \"2021-09-24 21:37:17.000000+00:00\"], \"session_ids\": [\"60b1d8a2-a5c6-4365-936f-05962c578bc9\", \"71469791-f3c4-4ef0-93a1-706cb6688afb\", \"ea758860-a166-4c4b-b633-18637849d78b\", \"475c7e80-7c72-41b6-8d4e-3e11d40329eb\", \"beee5c91-6b37-4f8f-a0a6-d92a0b43a48e\", \"1e4defbc-689d-4cab-8ad6-51d4cf59cdf2\", \"6abd3975-6c9b-4041-8c66-268ffe75518a\", \"22773bf0-fad0-455c-9579-3cdb6f1d5e9f\"], \"total_duration\": 364.0, \"total_sessions\": 8, \"mean_week_duration\": 2.545}}, {\"83219\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-01 08:41:03.000000+00:00\", \"2019-08-12 04:50:40.000000+00:00\", \"2020-02-02 17:11:49.000000+00:00\"], \"session_ids\": [\"30672e35-bdd5-4169-95d3-79f24d997647\", \"5bcd302c-738f-4537-8e32-076a6bc8689d\", \"20b0a042-53b6-409b-aa65-eb84b59ffa56\"], \"total_duration\": 276.0, \"total_sessions\": 3, \"mean_week_duration\": 3.067}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 1 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"29041\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Seoul\", \"datetimes\": [\"2023-03-29 14:25:19.000000+00:00\", \"2021-05-01 02:24:56.000000+00:00\"], \"session_ids\": [\"a765d380-999e-4781-98df-d49234c9efc1\", \"7b0189e9-3bdb-4fe5-9753-6933e08d2571\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 0.76}}]\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[{\"29041\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Seoul\", \"datetimes\": [\"2023-03-29 14:25:19.000000+00:00\", \"2021-05-01 02:24:56.000000+00:00\"], \"session_ids\": [\"a765d380-999e-4781-98df-d49234c9efc1\", \"7b0189e9-3bdb-4fe5-9753-6933e08d2571\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 0.76}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about 2 users whose city isn't Tegucigalpa as well as perform sorting by time in app 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{\"18768\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-07-05 14:33:26.000000+00:00\", \"2021-09-20 21:53:55.000000+00:00\"], \"session_ids\": [\"1a9c2d6a-49bc-4402-a3a8-1a34d3b9fbac\", \"1eda4078-269e-41c1-877d-0a131b1a3d09\"], \"total_duration\": 263.0, \"total_sessions\": 2, \"mean_week_duration\": 2.267}, \"55599\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-07-01 13:49:57.000000+00:00\", \"2019-10-02 22:02:28.000000+00:00\", \"2022-07-10 20:21:26.000000+00:00\", \"2021-07-21 04:28:28.000000+00:00\", \"2019-09-25 15:42:15.000000+00:00\", \"2019-02-27 15:31:00.000000+00:00\", \"2020-07-26 12:45:59.000000+00:00\", \"2019-05-20 19:40:29.000000+00:00\", \"2023-03-06 06:54:38.000000+00:00\", \"2021-01-12 13:56:00.000000+00:00\", \"2020-12-29 13:39:56.000000+00:00\"], \"session_ids\": [\"598c894f-68f7-489b-ab35-ca834763567d\", \"20619b37-e7c8-460a-8826-eb58f82a0805\", \"9f210b39-f936-49ea-bd90-4f477656443f\", \"547a9f18-1780-44c5-a211-d72fcdfe8082\", \"e1813aed-32d1-4ebb-9585-e6d16e226389\", \"da705703-66b0-4426-97b7-30ed1242d6ac\", \"85d5e828-f86c-42fb-badc-4a59dd3243ae\", \"0c56dcf1-76b8-45a0-92c0-6726631ec4c1\", \"112951a4-8022-43cd-8022-a072e0238c23\", \"ef7f8cd0-80ea-4d2d-ae52-bbdd3274d243\", \"be40ee82-6e21-4de5-893e-f51391419a26\"], \"total_duration\": 19244.0, \"total_sessions\": 11, \"mean_week_duration\": 91.638}, \"76029\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-02-20 16:19:26.000000+00:00\", \"2020-02-21 12:51:03.000000+00:00\"], \"session_ids\": [\"dea1d086-5f33-419a-9602-08ea79b81fd3\", \"41da6e10-1241-48fe-9a4f-74b3820ab7f0\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.6}, \"99429\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-07-09 17:11:45.000000+00:00\", \"2020-07-15 10:16:35.000000+00:00\", \"2019-03-15 09:31:55.000000+00:00\", \"2022-01-27 14:51:14.000000+00:00\"], \"session_ids\": [\"858bb3eb-0420-4acf-91f3-909c6f1899fb\", \"48fc208d-65ad-4473-8a0c-fe09b7d895c9\", \"e3b6a17b-846c-4400-9c44-e028a2ff307b\", \"801877f9-0fbe-43f4-b98b-0154f84bf55d\"], \"total_duration\": 854.0, \"total_sessions\": 4, \"mean_week_duration\": 5.693}, \"90480\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-11-16 16:07:59.000000+00:00\", \"2021-05-19 14:28:53.000000+00:00\", \"2022-06-15 10:46:37.000000+00:00\", \"2023-03-29 23:56:44.000000+00:00\"], \"session_ids\": [\"4a5c085c-b34b-41cb-83f4-de328b95c6fd\", \"0ade8ebd-2327-4904-82bb-ef9b9142f7e3\", \"8718ecc3-137d-4ef1-bae1-b3668b5eb420\", \"19307854-b7a0-46f4-9c31-ee61259658be\"], \"total_duration\": 252.0, \"total_sessions\": 4, \"mean_week_duration\": 1.432}, \"90577\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-10-20 04:08:29.000000+00:00\", \"2022-01-09 03:27:15.000000+00:00\"], \"session_ids\": [\"f41b98c5-c4d6-492f-acd0-3ccf3a71b0da\", \"4fd68820-27b2-47b2-a894-c63495bc89cd\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.854}, \"58680\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-03-31 22:56:04.000000+00:00\", \"2020-10-30 06:41:11.000000+00:00\"], \"session_ids\": [\"deebfd2f-2e4f-4632-b86c-a731902a9d50\", \"30b1e840-324b-4050-bebd-a3dc43a8693a\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.773}, \"62835\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2023-03-11 18:03:52.000000+00:00\", \"2023-05-18 07:11:20.000000+00:00\", \"2019-09-20 11:08:12.000000+00:00\"], \"session_ids\": [\"90d5daaa-7646-45bd-9587-e38f68379b14\", \"de694576-2845-436b-b6ed-62aaacb7d3e5\", \"160b0c0a-19b6-4d13-aa5c-22733964773a\"], \"total_duration\": 138.0, \"total_sessions\": 3, \"mean_week_duration\": 0.723}, \"53053\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-14 02:46:49.000000+00:00\", \"2019-03-30 06:12:23.000000+00:00\"], \"session_ids\": [\"fa1847c7-19ee-4185-9305-6a46c91045e2\", \"a7f3f739-50c1-4dcd-89b4-4f27a6e6758c\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.381}, \"33462\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-01-07 01:57:15.000000+00:00\", \"2021-03-02 04:20:13.000000+00:00\"], \"session_ids\": [\"749f5736-cba3-4700-9f7e-5a3ca7c2a66a\", \"4249cc75-b3f5-4829-918c-43317c7cc798\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 1.35}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is not Tegucigalpa"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Tegucigalpa\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"18768\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-07-05 14:33:26.000000+00:00\", \"2021-09-20 21:53:55.000000+00:00\"], \"session_ids\": [\"1a9c2d6a-49bc-4402-a3a8-1a34d3b9fbac\", \"1eda4078-269e-41c1-877d-0a131b1a3d09\"], \"total_duration\": 263.0, \"total_sessions\": 2, \"mean_week_duration\": 2.267}, \"55599\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-07-01 13:49:57.000000+00:00\", \"2019-10-02 22:02:28.000000+00:00\", \"2022-07-10 20:21:26.000000+00:00\", \"2021-07-21 04:28:28.000000+00:00\", \"2019-09-25 15:42:15.000000+00:00\", \"2019-02-27 15:31:00.000000+00:00\", \"2020-07-26 12:45:59.000000+00:00\", \"2019-05-20 19:40:29.000000+00:00\", \"2023-03-06 06:54:38.000000+00:00\", \"2021-01-12 13:56:00.000000+00:00\", \"2020-12-29 13:39:56.000000+00:00\"], \"session_ids\": [\"598c894f-68f7-489b-ab35-ca834763567d\", \"20619b37-e7c8-460a-8826-eb58f82a0805\", \"9f210b39-f936-49ea-bd90-4f477656443f\", \"547a9f18-1780-44c5-a211-d72fcdfe8082\", \"e1813aed-32d1-4ebb-9585-e6d16e226389\", \"da705703-66b0-4426-97b7-30ed1242d6ac\", \"85d5e828-f86c-42fb-badc-4a59dd3243ae\", \"0c56dcf1-76b8-45a0-92c0-6726631ec4c1\", \"112951a4-8022-43cd-8022-a072e0238c23\", \"ef7f8cd0-80ea-4d2d-ae52-bbdd3274d243\", \"be40ee82-6e21-4de5-893e-f51391419a26\"], \"total_duration\": 19244.0, \"total_sessions\": 11, \"mean_week_duration\": 91.638}, \"76029\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-02-20 16:19:26.000000+00:00\", \"2020-02-21 12:51:03.000000+00:00\"], \"session_ids\": [\"dea1d086-5f33-419a-9602-08ea79b81fd3\", \"41da6e10-1241-48fe-9a4f-74b3820ab7f0\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.6}, \"99429\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-07-09 17:11:45.000000+00:00\", \"2020-07-15 10:16:35.000000+00:00\", \"2019-03-15 09:31:55.000000+00:00\", \"2022-01-27 14:51:14.000000+00:00\"], \"session_ids\": [\"858bb3eb-0420-4acf-91f3-909c6f1899fb\", \"48fc208d-65ad-4473-8a0c-fe09b7d895c9\", \"e3b6a17b-846c-4400-9c44-e028a2ff307b\", \"801877f9-0fbe-43f4-b98b-0154f84bf55d\"], \"total_duration\": 854.0, \"total_sessions\": 4, \"mean_week_duration\": 5.693}, \"90480\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-11-16 16:07:59.000000+00:00\", \"2021-05-19 14:28:53.000000+00:00\", \"2022-06-15 10:46:37.000000+00:00\", \"2023-03-29 23:56:44.000000+00:00\"], \"session_ids\": [\"4a5c085c-b34b-41cb-83f4-de328b95c6fd\", \"0ade8ebd-2327-4904-82bb-ef9b9142f7e3\", \"8718ecc3-137d-4ef1-bae1-b3668b5eb420\", \"19307854-b7a0-46f4-9c31-ee61259658be\"], \"total_duration\": 252.0, \"total_sessions\": 4, \"mean_week_duration\": 1.432}, \"90577\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-10-20 04:08:29.000000+00:00\", \"2022-01-09 03:27:15.000000+00:00\"], \"session_ids\": [\"f41b98c5-c4d6-492f-acd0-3ccf3a71b0da\", \"4fd68820-27b2-47b2-a894-c63495bc89cd\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.854}, \"58680\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-03-31 22:56:04.000000+00:00\", \"2020-10-30 06:41:11.000000+00:00\"], \"session_ids\": [\"deebfd2f-2e4f-4632-b86c-a731902a9d50\", \"30b1e840-324b-4050-bebd-a3dc43a8693a\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.773}, \"62835\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2023-03-11 18:03:52.000000+00:00\", \"2023-05-18 07:11:20.000000+00:00\", \"2019-09-20 11:08:12.000000+00:00\"], \"session_ids\": [\"90d5daaa-7646-45bd-9587-e38f68379b14\", \"de694576-2845-436b-b6ed-62aaacb7d3e5\", \"160b0c0a-19b6-4d13-aa5c-22733964773a\"], \"total_duration\": 138.0, \"total_sessions\": 3, \"mean_week_duration\": 0.723}, \"53053\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-14 02:46:49.000000+00:00\", \"2019-03-30 06:12:23.000000+00:00\"], \"session_ids\": [\"fa1847c7-19ee-4185-9305-6a46c91045e2\", \"a7f3f739-50c1-4dcd-89b4-4f27a6e6758c\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.381}, \"33462\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-01-07 01:57:15.000000+00:00\", \"2021-03-02 04:20:13.000000+00:00\"], \"session_ids\": [\"749f5736-cba3-4700-9f7e-5a3ca7c2a66a\", \"4249cc75-b3f5-4829-918c-43317c7cc798\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 1.35}}\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[{\"55599\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-07-01 13:49:57.000000+00:00\", \"2019-10-02 22:02:28.000000+00:00\", \"2022-07-10 20:21:26.000000+00:00\", \"2021-07-21 04:28:28.000000+00:00\", \"2019-09-25 15:42:15.000000+00:00\", \"2019-02-27 15:31:00.000000+00:00\", \"2020-07-26 12:45:59.000000+00:00\", \"2019-05-20 19:40:29.000000+00:00\", \"2023-03-06 06:54:38.000000+00:00\", \"2021-01-12 13:56:00.000000+00:00\", \"2020-12-29 13:39:56.000000+00:00\"], \"session_ids\": [\"598c894f-68f7-489b-ab35-ca834763567d\", \"20619b37-e7c8-460a-8826-eb58f82a0805\", \"9f210b39-f936-49ea-bd90-4f477656443f\", \"547a9f18-1780-44c5-a211-d72fcdfe8082\", \"e1813aed-32d1-4ebb-9585-e6d16e226389\", \"da705703-66b0-4426-97b7-30ed1242d6ac\", \"85d5e828-f86c-42fb-badc-4a59dd3243ae\", \"0c56dcf1-76b8-45a0-92c0-6726631ec4c1\", \"112951a4-8022-43cd-8022-a072e0238c23\", \"ef7f8cd0-80ea-4d2d-ae52-bbdd3274d243\", \"be40ee82-6e21-4de5-893e-f51391419a26\"], \"total_duration\": 19244.0, \"total_sessions\": 11, \"mean_week_duration\": 91.638}}, {\"99429\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-07-09 17:11:45.000000+00:00\", \"2020-07-15 10:16:35.000000+00:00\", \"2019-03-15 09:31:55.000000+00:00\", \"2022-01-27 14:51:14.000000+00:00\"], \"session_ids\": [\"858bb3eb-0420-4acf-91f3-909c6f1899fb\", \"48fc208d-65ad-4473-8a0c-fe09b7d895c9\", \"e3b6a17b-846c-4400-9c44-e028a2ff307b\", \"801877f9-0fbe-43f4-b98b-0154f84bf55d\"], \"total_duration\": 854.0, \"total_sessions\": 4, \"mean_week_duration\": 5.693}}, {\"18768\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-07-05 14:33:26.000000+00:00\", \"2021-09-20 21:53:55.000000+00:00\"], \"session_ids\": [\"1a9c2d6a-49bc-4402-a3a8-1a34d3b9fbac\", \"1eda4078-269e-41c1-877d-0a131b1a3d09\"], \"total_duration\": 263.0, \"total_sessions\": 2, \"mean_week_duration\": 2.267}}, {\"90480\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-11-16 16:07:59.000000+00:00\", \"2021-05-19 14:28:53.000000+00:00\", \"2022-06-15 10:46:37.000000+00:00\", \"2023-03-29 23:56:44.000000+00:00\"], \"session_ids\": [\"4a5c085c-b34b-41cb-83f4-de328b95c6fd\", \"0ade8ebd-2327-4904-82bb-ef9b9142f7e3\", \"8718ecc3-137d-4ef1-bae1-b3668b5eb420\", \"19307854-b7a0-46f4-9c31-ee61259658be\"], \"total_duration\": 252.0, \"total_sessions\": 4, \"mean_week_duration\": 1.432}}, {\"62835\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2023-03-11 18:03:52.000000+00:00\", \"2023-05-18 07:11:20.000000+00:00\", \"2019-09-20 11:08:12.000000+00:00\"], \"session_ids\": [\"90d5daaa-7646-45bd-9587-e38f68379b14\", \"de694576-2845-436b-b6ed-62aaacb7d3e5\", \"160b0c0a-19b6-4d13-aa5c-22733964773a\"], \"total_duration\": 138.0, \"total_sessions\": 3, \"mean_week_duration\": 0.723}}, {\"33462\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-01-07 01:57:15.000000+00:00\", \"2021-03-02 04:20:13.000000+00:00\"], \"session_ids\": [\"749f5736-cba3-4700-9f7e-5a3ca7c2a66a\", \"4249cc75-b3f5-4829-918c-43317c7cc798\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 1.35}}, {\"76029\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-02-20 16:19:26.000000+00:00\", \"2020-02-21 12:51:03.000000+00:00\"], \"session_ids\": [\"dea1d086-5f33-419a-9602-08ea79b81fd3\", \"41da6e10-1241-48fe-9a4f-74b3820ab7f0\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.6}}, {\"90577\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-10-20 04:08:29.000000+00:00\", \"2022-01-09 03:27:15.000000+00:00\"], \"session_ids\": [\"f41b98c5-c4d6-492f-acd0-3ccf3a71b0da\", \"4fd68820-27b2-47b2-a894-c63495bc89cd\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.854}}, {\"53053\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-14 02:46:49.000000+00:00\", \"2019-03-30 06:12:23.000000+00:00\"], \"session_ids\": [\"fa1847c7-19ee-4185-9305-6a46c91045e2\", \"a7f3f739-50c1-4dcd-89b4-4f27a6e6758c\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.381}}, {\"58680\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-03-31 22:56:04.000000+00:00\", \"2020-10-30 06:41:11.000000+00:00\"], \"session_ids\": [\"deebfd2f-2e4f-4632-b86c-a731902a9d50\", \"30b1e840-324b-4050-bebd-a3dc43a8693a\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.773}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"55599\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-07-01 13:49:57.000000+00:00\", \"2019-10-02 22:02:28.000000+00:00\", \"2022-07-10 20:21:26.000000+00:00\", \"2021-07-21 04:28:28.000000+00:00\", \"2019-09-25 15:42:15.000000+00:00\", \"2019-02-27 15:31:00.000000+00:00\", \"2020-07-26 12:45:59.000000+00:00\", \"2019-05-20 19:40:29.000000+00:00\", \"2023-03-06 06:54:38.000000+00:00\", \"2021-01-12 13:56:00.000000+00:00\", \"2020-12-29 13:39:56.000000+00:00\"], \"session_ids\": [\"598c894f-68f7-489b-ab35-ca834763567d\", \"20619b37-e7c8-460a-8826-eb58f82a0805\", \"9f210b39-f936-49ea-bd90-4f477656443f\", \"547a9f18-1780-44c5-a211-d72fcdfe8082\", \"e1813aed-32d1-4ebb-9585-e6d16e226389\", \"da705703-66b0-4426-97b7-30ed1242d6ac\", \"85d5e828-f86c-42fb-badc-4a59dd3243ae\", \"0c56dcf1-76b8-45a0-92c0-6726631ec4c1\", \"112951a4-8022-43cd-8022-a072e0238c23\", \"ef7f8cd0-80ea-4d2d-ae52-bbdd3274d243\", \"be40ee82-6e21-4de5-893e-f51391419a26\"], \"total_duration\": 19244.0, \"total_sessions\": 11, \"mean_week_duration\": 91.638}}, {\"99429\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-07-09 17:11:45.000000+00:00\", \"2020-07-15 10:16:35.000000+00:00\", \"2019-03-15 09:31:55.000000+00:00\", \"2022-01-27 14:51:14.000000+00:00\"], \"session_ids\": [\"858bb3eb-0420-4acf-91f3-909c6f1899fb\", \"48fc208d-65ad-4473-8a0c-fe09b7d895c9\", \"e3b6a17b-846c-4400-9c44-e028a2ff307b\", \"801877f9-0fbe-43f4-b98b-0154f84bf55d\"], \"total_duration\": 854.0, \"total_sessions\": 4, \"mean_week_duration\": 5.693}}]\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[{\"55599\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-07-01 13:49:57.000000+00:00\", \"2019-10-02 22:02:28.000000+00:00\", \"2022-07-10 20:21:26.000000+00:00\", \"2021-07-21 04:28:28.000000+00:00\", \"2019-09-25 15:42:15.000000+00:00\", \"2019-02-27 15:31:00.000000+00:00\", \"2020-07-26 12:45:59.000000+00:00\", \"2019-05-20 19:40:29.000000+00:00\", \"2023-03-06 06:54:38.000000+00:00\", \"2021-01-12 13:56:00.000000+00:00\", \"2020-12-29 13:39:56.000000+00:00\"], \"session_ids\": [\"598c894f-68f7-489b-ab35-ca834763567d\", \"20619b37-e7c8-460a-8826-eb58f82a0805\", \"9f210b39-f936-49ea-bd90-4f477656443f\", \"547a9f18-1780-44c5-a211-d72fcdfe8082\", \"e1813aed-32d1-4ebb-9585-e6d16e226389\", \"da705703-66b0-4426-97b7-30ed1242d6ac\", \"85d5e828-f86c-42fb-badc-4a59dd3243ae\", \"0c56dcf1-76b8-45a0-92c0-6726631ec4c1\", \"112951a4-8022-43cd-8022-a072e0238c23\", \"ef7f8cd0-80ea-4d2d-ae52-bbdd3274d243\", \"be40ee82-6e21-4de5-893e-f51391419a26\"], \"total_duration\": 19244.0, \"total_sessions\": 11, \"mean_week_duration\": 91.638}}, {\"99429\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-07-09 17:11:45.000000+00:00\", \"2020-07-15 10:16:35.000000+00:00\", \"2019-03-15 09:31:55.000000+00:00\", \"2022-01-27 14:51:14.000000+00:00\"], \"session_ids\": [\"858bb3eb-0420-4acf-91f3-909c6f1899fb\", \"48fc208d-65ad-4473-8a0c-fe09b7d895c9\", \"e3b6a17b-846c-4400-9c44-e028a2ff307b\", \"801877f9-0fbe-43f4-b98b-0154f84bf55d\"], \"total_duration\": 854.0, \"total_sessions\": 4, \"mean_week_duration\": 5.693}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me users with a site usage time per week of sessions that is below 15, inclusive num 15 + implement sorting by app usage time asc , provide me only with 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"39176\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-12-01 05:39:22.000000+00:00\", \"2021-03-28 02:20:55.000000+00:00\", \"2021-11-20 17:06:18.000000+00:00\"], \"session_ids\": [\"e469e0ec-1de1-45cd-a010-09c61923ca70\", \"e16dcab2-51da-4c09-bcb3-6aaef14af24c\", \"308eac31-838e-4239-be40-00d5326e7dfc\"], \"total_duration\": 120.0, \"total_sessions\": 3, \"mean_week_duration\": 3.333}, \"99902\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-10-09 17:25:38.000000+00:00\", \"2022-01-12 22:40:23.000000+00:00\", \"2021-07-02 07:00:43.000000+00:00\", \"2021-09-29 22:45:34.000000+00:00\"], \"session_ids\": [\"fa49dc9e-32bf-4bad-a02f-d58136178310\", \"e842e652-61ef-4020-a295-58c5390d43d2\", \"d246477c-15c9-40f0-9227-31c4f3bf9ff3\", \"dce0142e-f833-4403-beaf-d2c14773a7a8\"], \"total_duration\": 1116.0, \"total_sessions\": 4, \"mean_week_duration\": 39.857}, \"70698\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-24 05:53:51.000000+00:00\", \"2020-06-26 03:07:08.000000+00:00\", \"2022-12-01 18:03:19.000000+00:00\"], \"session_ids\": [\"8791feca-87d8-430b-a797-d96a2b6775d9\", \"926e2d42-34f9-474b-9dde-fd0505ea4195\", \"dcd79496-0ffc-46bb-b57f-39b36d719742\"], \"total_duration\": 684.0, \"total_sessions\": 3, \"mean_week_duration\": 5.386}, \"44381\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-12-28 13:11:20.000000+00:00\", \"2021-02-09 19:34:47.000000+00:00\", \"2022-09-22 22:16:36.000000+00:00\"], \"session_ids\": [\"2881632f-1cb3-426d-a29d-dd40d2e6d670\", \"e1bc4609-0d02-4344-9c06-70875326562c\", \"a5101105-44ce-4003-9775-3178a1d45670\"], \"total_duration\": 48.0, \"total_sessions\": 3, \"mean_week_duration\": 0.527}, \"15836\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-11-14 18:41:33.000000+00:00\", \"2023-06-25 08:37:05.000000+00:00\", \"2022-12-01 11:12:50.000000+00:00\"], \"session_ids\": [\"58bd3acd-5754-4560-9c44-23668ac8d209\", \"a21c70c1-d66d-4cdb-bd04-04e4f87ac52f\", \"9e18cfcd-589b-46a8-a57a-d1845cf10d46\"], \"total_duration\": 303.0, \"total_sessions\": 3, \"mean_week_duration\": 1.603}, \"51365\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-30 14:42:25.000000+00:00\", \"2019-07-06 08:10:17.000000+00:00\"], \"session_ids\": [\"8abb55ef-1abb-44a4-92fc-e7804f456664\", \"67ff8ea7-8b68-4e1c-b065-0ba429904b86\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.809}, \"44165\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-04-21 23:26:19.000000+00:00\", \"2020-09-07 06:52:37.000000+00:00\"], \"session_ids\": [\"5f5651af-709c-42e2-8148-12389f1daccd\", \"2c2ccb34-b331-415a-b2ea-da9da16c27fd\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 0.944}, \"18796\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 5}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-31 02:43:15.000000+00:00\", \"2020-09-10 04:30:52.000000+00:00\", \"2019-07-19 09:26:25.000000+00:00\", \"2022-12-26 01:41:20.000000+00:00\"], \"session_ids\": [\"1cf5e3e8-51f8-4bbe-b840-0d68ff752451\", \"e728dc54-9966-4360-9b08-a383b49899a3\", \"2d25cbe6-06df-44e1-80d1-e6c38d7e828a\", \"db9e1c37-6cae-46e2-b5e0-bd364b3ee007\"], \"total_duration\": 60.0, \"total_sessions\": 4, \"mean_week_duration\": 0.333}, \"17028\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-02-02 03:47:59.000000+00:00\", \"2019-01-01 19:29:52.000000+00:00\", \"2021-11-30 20:57:02.000000+00:00\", \"2021-01-14 14:02:55.000000+00:00\", \"2020-05-22 19:50:51.000000+00:00\", \"2019-09-18 05:07:09.000000+00:00\", \"2019-07-03 12:22:40.000000+00:00\"], \"session_ids\": [\"8921a566-59c8-4249-a2b2-536b4794c7d9\", \"64845e70-7638-448c-96d9-848c5266f027\", \"759afed3-7e83-4462-809c-2af5100a7c1e\", \"1e717f38-331a-4888-916a-02bd6267004e\", \"352cf9c3-3d5b-48bd-868b-8aa3dd8f50c5\", \"21211052-58d5-4d2d-b4a0-4f96a6d5b8a2\", \"1e5d756b-241f-408f-8592-b42908807406\"], \"total_duration\": 75.0, \"total_sessions\": 7, \"mean_week_duration\": 0.466}, \"96465\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2019-05-17 10:35:37.000000+00:00\", \"2021-11-20 12:22:38.000000+00:00\", \"2023-01-16 22:30:02.000000+00:00\", \"2020-08-15 04:54:30.000000+00:00\", \"2022-08-28 10:57:09.000000+00:00\", \"2022-07-16 21:44:51.000000+00:00\", \"2022-07-17 19:31:59.000000+00:00\", \"2022-06-23 06:12:56.000000+00:00\", \"2023-06-09 17:15:53.000000+00:00\"], \"session_ids\": [\"b7d8d2fa-9294-4ea8-b709-d5c8f45d4d6f\", \"f42bca52-2c00-43f8-b3f4-362a8f55be2e\", \"1e46ff21-56d4-493c-9763-b7a0417e992d\", \"ae05f5be-35c1-49da-902c-e9fc77d1f5c6\", \"a5a91c6c-73a6-4b86-84af-82502e29907f\", \"033aa0eb-80de-4247-85d2-fd95511d8368\", \"f1b82760-cfe0-4f72-aa9c-cd8e7c42a9bd\", \"490e80ce-a490-4f54-9629-d13345066d22\", \"b73c178c-a684-490d-9bd5-5119467013fd\"], \"total_duration\": 1359.0, \"total_sessions\": 9, \"mean_week_duration\": 6.41}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or less than 15"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[15, 45]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"39176\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-12-01 05:39:22.000000+00:00\", \"2021-03-28 02:20:55.000000+00:00\", \"2021-11-20 17:06:18.000000+00:00\"], \"session_ids\": [\"e469e0ec-1de1-45cd-a010-09c61923ca70\", \"e16dcab2-51da-4c09-bcb3-6aaef14af24c\", \"308eac31-838e-4239-be40-00d5326e7dfc\"], \"total_duration\": 120.0, \"total_sessions\": 3, \"mean_week_duration\": 3.333}, \"70698\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-24 05:53:51.000000+00:00\", \"2020-06-26 03:07:08.000000+00:00\", \"2022-12-01 18:03:19.000000+00:00\"], \"session_ids\": [\"8791feca-87d8-430b-a797-d96a2b6775d9\", \"926e2d42-34f9-474b-9dde-fd0505ea4195\", \"dcd79496-0ffc-46bb-b57f-39b36d719742\"], \"total_duration\": 684.0, \"total_sessions\": 3, \"mean_week_duration\": 5.386}, \"44381\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-12-28 13:11:20.000000+00:00\", \"2021-02-09 19:34:47.000000+00:00\", \"2022-09-22 22:16:36.000000+00:00\"], \"session_ids\": [\"2881632f-1cb3-426d-a29d-dd40d2e6d670\", \"e1bc4609-0d02-4344-9c06-70875326562c\", \"a5101105-44ce-4003-9775-3178a1d45670\"], \"total_duration\": 48.0, \"total_sessions\": 3, \"mean_week_duration\": 0.527}, \"15836\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-11-14 18:41:33.000000+00:00\", \"2023-06-25 08:37:05.000000+00:00\", \"2022-12-01 11:12:50.000000+00:00\"], \"session_ids\": [\"58bd3acd-5754-4560-9c44-23668ac8d209\", \"a21c70c1-d66d-4cdb-bd04-04e4f87ac52f\", \"9e18cfcd-589b-46a8-a57a-d1845cf10d46\"], \"total_duration\": 303.0, \"total_sessions\": 3, \"mean_week_duration\": 1.603}, \"51365\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-30 14:42:25.000000+00:00\", \"2019-07-06 08:10:17.000000+00:00\"], \"session_ids\": [\"8abb55ef-1abb-44a4-92fc-e7804f456664\", \"67ff8ea7-8b68-4e1c-b065-0ba429904b86\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.809}, \"44165\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-04-21 23:26:19.000000+00:00\", \"2020-09-07 06:52:37.000000+00:00\"], \"session_ids\": [\"5f5651af-709c-42e2-8148-12389f1daccd\", \"2c2ccb34-b331-415a-b2ea-da9da16c27fd\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 0.944}, \"18796\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 5}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-31 02:43:15.000000+00:00\", \"2020-09-10 04:30:52.000000+00:00\", \"2019-07-19 09:26:25.000000+00:00\", \"2022-12-26 01:41:20.000000+00:00\"], \"session_ids\": [\"1cf5e3e8-51f8-4bbe-b840-0d68ff752451\", \"e728dc54-9966-4360-9b08-a383b49899a3\", \"2d25cbe6-06df-44e1-80d1-e6c38d7e828a\", \"db9e1c37-6cae-46e2-b5e0-bd364b3ee007\"], \"total_duration\": 60.0, \"total_sessions\": 4, \"mean_week_duration\": 0.333}, \"17028\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-02-02 03:47:59.000000+00:00\", \"2019-01-01 19:29:52.000000+00:00\", \"2021-11-30 20:57:02.000000+00:00\", \"2021-01-14 14:02:55.000000+00:00\", \"2020-05-22 19:50:51.000000+00:00\", \"2019-09-18 05:07:09.000000+00:00\", \"2019-07-03 12:22:40.000000+00:00\"], \"session_ids\": [\"8921a566-59c8-4249-a2b2-536b4794c7d9\", \"64845e70-7638-448c-96d9-848c5266f027\", \"759afed3-7e83-4462-809c-2af5100a7c1e\", \"1e717f38-331a-4888-916a-02bd6267004e\", \"352cf9c3-3d5b-48bd-868b-8aa3dd8f50c5\", \"21211052-58d5-4d2d-b4a0-4f96a6d5b8a2\", \"1e5d756b-241f-408f-8592-b42908807406\"], \"total_duration\": 75.0, \"total_sessions\": 7, \"mean_week_duration\": 0.466}, \"96465\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2019-05-17 10:35:37.000000+00:00\", \"2021-11-20 12:22:38.000000+00:00\", \"2023-01-16 22:30:02.000000+00:00\", \"2020-08-15 04:54:30.000000+00:00\", \"2022-08-28 10:57:09.000000+00:00\", \"2022-07-16 21:44:51.000000+00:00\", \"2022-07-17 19:31:59.000000+00:00\", \"2022-06-23 06:12:56.000000+00:00\", \"2023-06-09 17:15:53.000000+00:00\"], \"session_ids\": [\"b7d8d2fa-9294-4ea8-b709-d5c8f45d4d6f\", \"f42bca52-2c00-43f8-b3f4-362a8f55be2e\", \"1e46ff21-56d4-493c-9763-b7a0417e992d\", \"ae05f5be-35c1-49da-902c-e9fc77d1f5c6\", \"a5a91c6c-73a6-4b86-84af-82502e29907f\", \"033aa0eb-80de-4247-85d2-fd95511d8368\", \"f1b82760-cfe0-4f72-aa9c-cd8e7c42a9bd\", \"490e80ce-a490-4f54-9629-d13345066d22\", \"b73c178c-a684-490d-9bd5-5119467013fd\"], \"total_duration\": 1359.0, \"total_sessions\": 9, \"mean_week_duration\": 6.41}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"51365\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-30 14:42:25.000000+00:00\", \"2019-07-06 08:10:17.000000+00:00\"], \"session_ids\": [\"8abb55ef-1abb-44a4-92fc-e7804f456664\", \"67ff8ea7-8b68-4e1c-b065-0ba429904b86\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.809}}, {\"44381\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-12-28 13:11:20.000000+00:00\", \"2021-02-09 19:34:47.000000+00:00\", \"2022-09-22 22:16:36.000000+00:00\"], \"session_ids\": [\"2881632f-1cb3-426d-a29d-dd40d2e6d670\", \"e1bc4609-0d02-4344-9c06-70875326562c\", \"a5101105-44ce-4003-9775-3178a1d45670\"], \"total_duration\": 48.0, \"total_sessions\": 3, \"mean_week_duration\": 0.527}}, {\"18796\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 5}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-31 02:43:15.000000+00:00\", \"2020-09-10 04:30:52.000000+00:00\", \"2019-07-19 09:26:25.000000+00:00\", \"2022-12-26 01:41:20.000000+00:00\"], \"session_ids\": [\"1cf5e3e8-51f8-4bbe-b840-0d68ff752451\", \"e728dc54-9966-4360-9b08-a383b49899a3\", \"2d25cbe6-06df-44e1-80d1-e6c38d7e828a\", \"db9e1c37-6cae-46e2-b5e0-bd364b3ee007\"], \"total_duration\": 60.0, \"total_sessions\": 4, \"mean_week_duration\": 0.333}}, {\"44165\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-04-21 23:26:19.000000+00:00\", \"2020-09-07 06:52:37.000000+00:00\"], \"session_ids\": [\"5f5651af-709c-42e2-8148-12389f1daccd\", \"2c2ccb34-b331-415a-b2ea-da9da16c27fd\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 0.944}}, {\"17028\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-02-02 03:47:59.000000+00:00\", \"2019-01-01 19:29:52.000000+00:00\", \"2021-11-30 20:57:02.000000+00:00\", \"2021-01-14 14:02:55.000000+00:00\", \"2020-05-22 19:50:51.000000+00:00\", \"2019-09-18 05:07:09.000000+00:00\", \"2019-07-03 12:22:40.000000+00:00\"], \"session_ids\": [\"8921a566-59c8-4249-a2b2-536b4794c7d9\", \"64845e70-7638-448c-96d9-848c5266f027\", \"759afed3-7e83-4462-809c-2af5100a7c1e\", \"1e717f38-331a-4888-916a-02bd6267004e\", \"352cf9c3-3d5b-48bd-868b-8aa3dd8f50c5\", \"21211052-58d5-4d2d-b4a0-4f96a6d5b8a2\", \"1e5d756b-241f-408f-8592-b42908807406\"], \"total_duration\": 75.0, \"total_sessions\": 7, \"mean_week_duration\": 0.466}}, {\"39176\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-12-01 05:39:22.000000+00:00\", \"2021-03-28 02:20:55.000000+00:00\", \"2021-11-20 17:06:18.000000+00:00\"], \"session_ids\": [\"e469e0ec-1de1-45cd-a010-09c61923ca70\", \"e16dcab2-51da-4c09-bcb3-6aaef14af24c\", \"308eac31-838e-4239-be40-00d5326e7dfc\"], \"total_duration\": 120.0, \"total_sessions\": 3, \"mean_week_duration\": 3.333}}, {\"15836\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-11-14 18:41:33.000000+00:00\", \"2023-06-25 08:37:05.000000+00:00\", \"2022-12-01 11:12:50.000000+00:00\"], \"session_ids\": [\"58bd3acd-5754-4560-9c44-23668ac8d209\", \"a21c70c1-d66d-4cdb-bd04-04e4f87ac52f\", \"9e18cfcd-589b-46a8-a57a-d1845cf10d46\"], \"total_duration\": 303.0, \"total_sessions\": 3, \"mean_week_duration\": 1.603}}, {\"70698\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-24 05:53:51.000000+00:00\", \"2020-06-26 03:07:08.000000+00:00\", \"2022-12-01 18:03:19.000000+00:00\"], \"session_ids\": [\"8791feca-87d8-430b-a797-d96a2b6775d9\", \"926e2d42-34f9-474b-9dde-fd0505ea4195\", \"dcd79496-0ffc-46bb-b57f-39b36d719742\"], \"total_duration\": 684.0, \"total_sessions\": 3, \"mean_week_duration\": 5.386}}, {\"96465\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2019-05-17 10:35:37.000000+00:00\", \"2021-11-20 12:22:38.000000+00:00\", \"2023-01-16 22:30:02.000000+00:00\", \"2020-08-15 04:54:30.000000+00:00\", \"2022-08-28 10:57:09.000000+00:00\", \"2022-07-16 21:44:51.000000+00:00\", \"2022-07-17 19:31:59.000000+00:00\", \"2022-06-23 06:12:56.000000+00:00\", \"2023-06-09 17:15:53.000000+00:00\"], \"session_ids\": [\"b7d8d2fa-9294-4ea8-b709-d5c8f45d4d6f\", \"f42bca52-2c00-43f8-b3f4-362a8f55be2e\", \"1e46ff21-56d4-493c-9763-b7a0417e992d\", \"ae05f5be-35c1-49da-902c-e9fc77d1f5c6\", \"a5a91c6c-73a6-4b86-84af-82502e29907f\", \"033aa0eb-80de-4247-85d2-fd95511d8368\", \"f1b82760-cfe0-4f72-aa9c-cd8e7c42a9bd\", \"490e80ce-a490-4f54-9629-d13345066d22\", \"b73c178c-a684-490d-9bd5-5119467013fd\"], \"total_duration\": 1359.0, \"total_sessions\": 9, \"mean_week_duration\": 6.41}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"51365\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-30 14:42:25.000000+00:00\", \"2019-07-06 08:10:17.000000+00:00\"], \"session_ids\": [\"8abb55ef-1abb-44a4-92fc-e7804f456664\", \"67ff8ea7-8b68-4e1c-b065-0ba429904b86\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.809}}, {\"44381\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-12-28 13:11:20.000000+00:00\", \"2021-02-09 19:34:47.000000+00:00\", \"2022-09-22 22:16:36.000000+00:00\"], \"session_ids\": [\"2881632f-1cb3-426d-a29d-dd40d2e6d670\", \"e1bc4609-0d02-4344-9c06-70875326562c\", \"a5101105-44ce-4003-9775-3178a1d45670\"], \"total_duration\": 48.0, \"total_sessions\": 3, \"mean_week_duration\": 0.527}}, {\"18796\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 5}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-31 02:43:15.000000+00:00\", \"2020-09-10 04:30:52.000000+00:00\", \"2019-07-19 09:26:25.000000+00:00\", \"2022-12-26 01:41:20.000000+00:00\"], \"session_ids\": [\"1cf5e3e8-51f8-4bbe-b840-0d68ff752451\", \"e728dc54-9966-4360-9b08-a383b49899a3\", \"2d25cbe6-06df-44e1-80d1-e6c38d7e828a\", \"db9e1c37-6cae-46e2-b5e0-bd364b3ee007\"], \"total_duration\": 60.0, \"total_sessions\": 4, \"mean_week_duration\": 0.333}}]\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[{\"51365\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-30 14:42:25.000000+00:00\", \"2019-07-06 08:10:17.000000+00:00\"], \"session_ids\": [\"8abb55ef-1abb-44a4-92fc-e7804f456664\", \"67ff8ea7-8b68-4e1c-b065-0ba429904b86\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.809}}, {\"44381\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-12-28 13:11:20.000000+00:00\", \"2021-02-09 19:34:47.000000+00:00\", \"2022-09-22 22:16:36.000000+00:00\"], \"session_ids\": [\"2881632f-1cb3-426d-a29d-dd40d2e6d670\", \"e1bc4609-0d02-4344-9c06-70875326562c\", \"a5101105-44ce-4003-9775-3178a1d45670\"], \"total_duration\": 48.0, \"total_sessions\": 3, \"mean_week_duration\": 0.527}}, {\"18796\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 5}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-31 02:43:15.000000+00:00\", \"2020-09-10 04:30:52.000000+00:00\", \"2019-07-19 09:26:25.000000+00:00\", \"2022-12-26 01:41:20.000000+00:00\"], \"session_ids\": [\"1cf5e3e8-51f8-4bbe-b840-0d68ff752451\", \"e728dc54-9966-4360-9b08-a383b49899a3\", \"2d25cbe6-06df-44e1-80d1-e6c38d7e828a\", \"db9e1c37-6cae-46e2-b5e0-bd364b3ee007\"], \"total_duration\": 60.0, \"total_sessions\": 4, \"mean_week_duration\": 0.333}}]\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 user I can't find living in cities Dublin, Nassau, Cairo, Prague, Madrid, Warsaw as well as apply sorting by time in app per week in descending + save only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"63352\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-05-29 04:04:32.000000+00:00\", \"2022-06-13 05:33:24.000000+00:00\"], \"session_ids\": [\"6949565d-f9e6-44c1-8db2-92c64573ff0c\", \"8de018c1-7b04-4e7c-a33c-88b52f4571ca\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 0.956}, \"17086\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-02-03 01:32:15.000000+00:00\", \"2019-04-01 20:32:35.000000+00:00\", \"2020-01-11 03:20:02.000000+00:00\"], \"session_ids\": [\"3bccfd4f-3514-4b7c-824c-0f5ecc199dc5\", \"b7073425-ed5e-419a-ac2c-ab0b08aa7c59\", \"cdf6b3b6-666f-4e61-96cc-0cc11775fe0a\"], \"total_duration\": 401.0, \"total_sessions\": 3, \"mean_week_duration\": 4.134}, \"52624\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-06-24 11:33:53.000000+00:00\", \"2022-08-13 15:38:01.000000+00:00\", \"2021-07-31 00:32:13.000000+00:00\", \"2020-01-15 02:20:28.000000+00:00\", \"2023-03-02 17:48:53.000000+00:00\"], \"session_ids\": [\"85f23656-b051-45b6-bb61-b7914ed9f6f2\", \"1ebf1eb3-6eb4-4fd8-87eb-0592f856ec9f\", \"c12179c0-e7c7-4f00-864d-1c2db3417081\", \"6d739887-6e79-48c4-8a11-b54816c67a43\", \"55845ef4-ed38-4482-99fe-6a3bf3960243\"], \"total_duration\": 425.0, \"total_sessions\": 5, \"mean_week_duration\": 2.591}, \"99848\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-06-17 02:03:47.000000+00:00\", \"2021-09-04 18:25:45.000000+00:00\", \"2020-10-13 04:18:09.000000+00:00\", \"2021-12-09 16:34:44.000000+00:00\", \"2019-04-25 03:30:49.000000+00:00\", \"2020-03-18 12:14:40.000000+00:00\", \"2019-03-21 12:29:46.000000+00:00\", \"2019-02-21 19:24:28.000000+00:00\"], \"session_ids\": [\"6aef9e1f-6419-40e5-a65a-54392d52096b\", \"784041e3-83e2-44a6-8030-63ffebac8fe7\", \"50002892-76b1-432a-9976-2647404eaac8\", \"546e4540-009b-4542-99a6-1dbee63e5502\", \"6bae91b2-2328-47fe-a954-522618f4be68\", \"7d2a1b64-80a1-4407-855b-99aaf23fa6b5\", \"ccf62f84-2530-4495-84cc-2b2069a9c690\", \"dabc4fab-2cc4-4154-8181-4db5cf1ec9f1\"], \"total_duration\": 286.0, \"total_sessions\": 8, \"mean_week_duration\": 1.265}, \"52918\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-15 19:10:44.000000+00:00\", \"2020-07-03 08:55:44.000000+00:00\", \"2019-08-19 21:19:03.000000+00:00\"], \"session_ids\": [\"cecae4c1-00af-4175-85fc-a7c4b105c353\", \"9ce12cf2-1cd3-4187-ac7f-ea7cc8904d81\", \"efe3cf44-4e59-45d1-9c17-77941a576568\"], \"total_duration\": 388.0, \"total_sessions\": 3, \"mean_week_duration\": 6.361}, \"50339\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-06-20 05:30:01.000000+00:00\", \"2020-10-12 22:25:08.000000+00:00\", \"2019-12-09 00:10:02.000000+00:00\", \"2020-05-13 01:07:31.000000+00:00\", \"2019-12-14 05:34:55.000000+00:00\"], \"session_ids\": [\"aada7210-bfb5-4bf5-8669-692d075ca192\", \"b9daf909-cebb-4aa8-b1a6-fcb10996914b\", \"26a43e7f-7b4d-4338-9b40-763a6d71c893\", \"a85dc931-12a3-4042-992d-353f91ee5269\", \"51477181-d79e-4ac6-a5ed-ba35a4ff254e\"], \"total_duration\": 677.0, \"total_sessions\": 5, \"mean_week_duration\": 5.129}, \"11634\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-05-14 02:00:52.000000+00:00\", \"2020-09-25 08:52:16.000000+00:00\"], \"session_ids\": [\"e7b1ebfe-1b44-406d-8b20-e80ee018155d\", \"cb436506-be7d-49f5-b8b3-f4b0675325e8\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 2.753}, \"65500\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-02-06 12:25:03.000000+00:00\", \"2022-05-19 19:30:16.000000+00:00\", \"2023-02-02 23:11:08.000000+00:00\", \"2021-05-26 23:49:48.000000+00:00\", \"2022-10-03 08:17:43.000000+00:00\", \"2020-02-06 13:56:40.000000+00:00\", \"2019-10-30 22:50:26.000000+00:00\", \"2019-04-17 20:16:17.000000+00:00\", \"2019-12-09 00:36:12.000000+00:00\"], \"session_ids\": [\"1da48263-1694-4ccc-9ca3-ffda3b00c04e\", \"a9a5d4bd-32fa-4fe8-b860-3318268ba393\", \"9e0607c6-9e6b-42ab-b72e-c1ddf1596d0e\", \"e971b2e5-e1f1-4db1-8046-272f4f7c1ad4\", \"af3940f8-8a44-40cd-9fd6-81263789b306\", \"b487ef93-12a5-4c54-8070-c58b883afa00\", \"1f87cbcb-49ff-4301-a0a5-12b95bcf5704\", \"101a796d-79d8-49c7-ac8a-8e803daf7938\", \"3a993fe8-19f2-4a11-b4f3-0757eb4eb0a6\"], \"total_duration\": 9401.0, \"total_sessions\": 9, \"mean_week_duration\": 47.241}, \"13543\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-11-28 13:12:53.000000+00:00\", \"2023-01-28 18:33:48.000000+00:00\"], \"session_ids\": [\"fd5e839d-5205-444b-baaa-4c13e3e40efc\", \"3777eff8-d1a3-4d73-bbce-c3c3787e3283\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 1.328}, \"4726\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-01-05 22:32:05.000000+00:00\", \"2021-07-24 21:21:21.000000+00:00\"], \"session_ids\": [\"55dabfb4-fe15-47cd-869a-93151939feaf\", \"342762c1-68be-49c3-be61-4964d705cb43\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.474}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not Dublin, Nassau, Cairo, Prague, Madrid, Warsaw"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Dublin\", \"Nassau\", \"Cairo\", \"Prague\", \"Madrid\", \"Warsaw\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"63352\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-05-29 04:04:32.000000+00:00\", \"2022-06-13 05:33:24.000000+00:00\"], \"session_ids\": [\"6949565d-f9e6-44c1-8db2-92c64573ff0c\", \"8de018c1-7b04-4e7c-a33c-88b52f4571ca\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 0.956}, \"17086\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-02-03 01:32:15.000000+00:00\", \"2019-04-01 20:32:35.000000+00:00\", \"2020-01-11 03:20:02.000000+00:00\"], \"session_ids\": [\"3bccfd4f-3514-4b7c-824c-0f5ecc199dc5\", \"b7073425-ed5e-419a-ac2c-ab0b08aa7c59\", \"cdf6b3b6-666f-4e61-96cc-0cc11775fe0a\"], \"total_duration\": 401.0, \"total_sessions\": 3, \"mean_week_duration\": 4.134}, \"52624\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-06-24 11:33:53.000000+00:00\", \"2022-08-13 15:38:01.000000+00:00\", \"2021-07-31 00:32:13.000000+00:00\", \"2020-01-15 02:20:28.000000+00:00\", \"2023-03-02 17:48:53.000000+00:00\"], \"session_ids\": [\"85f23656-b051-45b6-bb61-b7914ed9f6f2\", \"1ebf1eb3-6eb4-4fd8-87eb-0592f856ec9f\", \"c12179c0-e7c7-4f00-864d-1c2db3417081\", \"6d739887-6e79-48c4-8a11-b54816c67a43\", \"55845ef4-ed38-4482-99fe-6a3bf3960243\"], \"total_duration\": 425.0, \"total_sessions\": 5, \"mean_week_duration\": 2.591}, \"99848\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-06-17 02:03:47.000000+00:00\", \"2021-09-04 18:25:45.000000+00:00\", \"2020-10-13 04:18:09.000000+00:00\", \"2021-12-09 16:34:44.000000+00:00\", \"2019-04-25 03:30:49.000000+00:00\", \"2020-03-18 12:14:40.000000+00:00\", \"2019-03-21 12:29:46.000000+00:00\", \"2019-02-21 19:24:28.000000+00:00\"], \"session_ids\": [\"6aef9e1f-6419-40e5-a65a-54392d52096b\", \"784041e3-83e2-44a6-8030-63ffebac8fe7\", \"50002892-76b1-432a-9976-2647404eaac8\", \"546e4540-009b-4542-99a6-1dbee63e5502\", \"6bae91b2-2328-47fe-a954-522618f4be68\", \"7d2a1b64-80a1-4407-855b-99aaf23fa6b5\", \"ccf62f84-2530-4495-84cc-2b2069a9c690\", \"dabc4fab-2cc4-4154-8181-4db5cf1ec9f1\"], \"total_duration\": 286.0, \"total_sessions\": 8, \"mean_week_duration\": 1.265}, \"52918\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-15 19:10:44.000000+00:00\", \"2020-07-03 08:55:44.000000+00:00\", \"2019-08-19 21:19:03.000000+00:00\"], \"session_ids\": [\"cecae4c1-00af-4175-85fc-a7c4b105c353\", \"9ce12cf2-1cd3-4187-ac7f-ea7cc8904d81\", \"efe3cf44-4e59-45d1-9c17-77941a576568\"], \"total_duration\": 388.0, \"total_sessions\": 3, \"mean_week_duration\": 6.361}, \"50339\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-06-20 05:30:01.000000+00:00\", \"2020-10-12 22:25:08.000000+00:00\", \"2019-12-09 00:10:02.000000+00:00\", \"2020-05-13 01:07:31.000000+00:00\", \"2019-12-14 05:34:55.000000+00:00\"], \"session_ids\": [\"aada7210-bfb5-4bf5-8669-692d075ca192\", \"b9daf909-cebb-4aa8-b1a6-fcb10996914b\", \"26a43e7f-7b4d-4338-9b40-763a6d71c893\", \"a85dc931-12a3-4042-992d-353f91ee5269\", \"51477181-d79e-4ac6-a5ed-ba35a4ff254e\"], \"total_duration\": 677.0, \"total_sessions\": 5, \"mean_week_duration\": 5.129}, \"11634\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-05-14 02:00:52.000000+00:00\", \"2020-09-25 08:52:16.000000+00:00\"], \"session_ids\": [\"e7b1ebfe-1b44-406d-8b20-e80ee018155d\", \"cb436506-be7d-49f5-b8b3-f4b0675325e8\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 2.753}, \"65500\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-02-06 12:25:03.000000+00:00\", \"2022-05-19 19:30:16.000000+00:00\", \"2023-02-02 23:11:08.000000+00:00\", \"2021-05-26 23:49:48.000000+00:00\", \"2022-10-03 08:17:43.000000+00:00\", \"2020-02-06 13:56:40.000000+00:00\", \"2019-10-30 22:50:26.000000+00:00\", \"2019-04-17 20:16:17.000000+00:00\", \"2019-12-09 00:36:12.000000+00:00\"], \"session_ids\": [\"1da48263-1694-4ccc-9ca3-ffda3b00c04e\", \"a9a5d4bd-32fa-4fe8-b860-3318268ba393\", \"9e0607c6-9e6b-42ab-b72e-c1ddf1596d0e\", \"e971b2e5-e1f1-4db1-8046-272f4f7c1ad4\", \"af3940f8-8a44-40cd-9fd6-81263789b306\", \"b487ef93-12a5-4c54-8070-c58b883afa00\", \"1f87cbcb-49ff-4301-a0a5-12b95bcf5704\", \"101a796d-79d8-49c7-ac8a-8e803daf7938\", \"3a993fe8-19f2-4a11-b4f3-0757eb4eb0a6\"], \"total_duration\": 9401.0, \"total_sessions\": 9, \"mean_week_duration\": 47.241}, \"13543\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-11-28 13:12:53.000000+00:00\", \"2023-01-28 18:33:48.000000+00:00\"], \"session_ids\": [\"fd5e839d-5205-444b-baaa-4c13e3e40efc\", \"3777eff8-d1a3-4d73-bbce-c3c3787e3283\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 1.328}, \"4726\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-01-05 22:32:05.000000+00:00\", \"2021-07-24 21:21:21.000000+00:00\"], \"session_ids\": [\"55dabfb4-fe15-47cd-869a-93151939feaf\", \"342762c1-68be-49c3-be61-4964d705cb43\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.474}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by mean_week_duration"
},
{
"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[{\"65500\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-02-06 12:25:03.000000+00:00\", \"2022-05-19 19:30:16.000000+00:00\", \"2023-02-02 23:11:08.000000+00:00\", \"2021-05-26 23:49:48.000000+00:00\", \"2022-10-03 08:17:43.000000+00:00\", \"2020-02-06 13:56:40.000000+00:00\", \"2019-10-30 22:50:26.000000+00:00\", \"2019-04-17 20:16:17.000000+00:00\", \"2019-12-09 00:36:12.000000+00:00\"], \"session_ids\": [\"1da48263-1694-4ccc-9ca3-ffda3b00c04e\", \"a9a5d4bd-32fa-4fe8-b860-3318268ba393\", \"9e0607c6-9e6b-42ab-b72e-c1ddf1596d0e\", \"e971b2e5-e1f1-4db1-8046-272f4f7c1ad4\", \"af3940f8-8a44-40cd-9fd6-81263789b306\", \"b487ef93-12a5-4c54-8070-c58b883afa00\", \"1f87cbcb-49ff-4301-a0a5-12b95bcf5704\", \"101a796d-79d8-49c7-ac8a-8e803daf7938\", \"3a993fe8-19f2-4a11-b4f3-0757eb4eb0a6\"], \"total_duration\": 9401.0, \"total_sessions\": 9, \"mean_week_duration\": 47.241}}, {\"52918\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-15 19:10:44.000000+00:00\", \"2020-07-03 08:55:44.000000+00:00\", \"2019-08-19 21:19:03.000000+00:00\"], \"session_ids\": [\"cecae4c1-00af-4175-85fc-a7c4b105c353\", \"9ce12cf2-1cd3-4187-ac7f-ea7cc8904d81\", \"efe3cf44-4e59-45d1-9c17-77941a576568\"], \"total_duration\": 388.0, \"total_sessions\": 3, \"mean_week_duration\": 6.361}}, {\"50339\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-06-20 05:30:01.000000+00:00\", \"2020-10-12 22:25:08.000000+00:00\", \"2019-12-09 00:10:02.000000+00:00\", \"2020-05-13 01:07:31.000000+00:00\", \"2019-12-14 05:34:55.000000+00:00\"], \"session_ids\": [\"aada7210-bfb5-4bf5-8669-692d075ca192\", \"b9daf909-cebb-4aa8-b1a6-fcb10996914b\", \"26a43e7f-7b4d-4338-9b40-763a6d71c893\", \"a85dc931-12a3-4042-992d-353f91ee5269\", \"51477181-d79e-4ac6-a5ed-ba35a4ff254e\"], \"total_duration\": 677.0, \"total_sessions\": 5, \"mean_week_duration\": 5.129}}, {\"17086\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-02-03 01:32:15.000000+00:00\", \"2019-04-01 20:32:35.000000+00:00\", \"2020-01-11 03:20:02.000000+00:00\"], \"session_ids\": [\"3bccfd4f-3514-4b7c-824c-0f5ecc199dc5\", \"b7073425-ed5e-419a-ac2c-ab0b08aa7c59\", \"cdf6b3b6-666f-4e61-96cc-0cc11775fe0a\"], \"total_duration\": 401.0, \"total_sessions\": 3, \"mean_week_duration\": 4.134}}, {\"11634\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-05-14 02:00:52.000000+00:00\", \"2020-09-25 08:52:16.000000+00:00\"], \"session_ids\": [\"e7b1ebfe-1b44-406d-8b20-e80ee018155d\", \"cb436506-be7d-49f5-b8b3-f4b0675325e8\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 2.753}}, {\"52624\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-06-24 11:33:53.000000+00:00\", \"2022-08-13 15:38:01.000000+00:00\", \"2021-07-31 00:32:13.000000+00:00\", \"2020-01-15 02:20:28.000000+00:00\", \"2023-03-02 17:48:53.000000+00:00\"], \"session_ids\": [\"85f23656-b051-45b6-bb61-b7914ed9f6f2\", \"1ebf1eb3-6eb4-4fd8-87eb-0592f856ec9f\", \"c12179c0-e7c7-4f00-864d-1c2db3417081\", \"6d739887-6e79-48c4-8a11-b54816c67a43\", \"55845ef4-ed38-4482-99fe-6a3bf3960243\"], \"total_duration\": 425.0, \"total_sessions\": 5, \"mean_week_duration\": 2.591}}, {\"13543\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-11-28 13:12:53.000000+00:00\", \"2023-01-28 18:33:48.000000+00:00\"], \"session_ids\": [\"fd5e839d-5205-444b-baaa-4c13e3e40efc\", \"3777eff8-d1a3-4d73-bbce-c3c3787e3283\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 1.328}}, {\"99848\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-06-17 02:03:47.000000+00:00\", \"2021-09-04 18:25:45.000000+00:00\", \"2020-10-13 04:18:09.000000+00:00\", \"2021-12-09 16:34:44.000000+00:00\", \"2019-04-25 03:30:49.000000+00:00\", \"2020-03-18 12:14:40.000000+00:00\", \"2019-03-21 12:29:46.000000+00:00\", \"2019-02-21 19:24:28.000000+00:00\"], \"session_ids\": [\"6aef9e1f-6419-40e5-a65a-54392d52096b\", \"784041e3-83e2-44a6-8030-63ffebac8fe7\", \"50002892-76b1-432a-9976-2647404eaac8\", \"546e4540-009b-4542-99a6-1dbee63e5502\", \"6bae91b2-2328-47fe-a954-522618f4be68\", \"7d2a1b64-80a1-4407-855b-99aaf23fa6b5\", \"ccf62f84-2530-4495-84cc-2b2069a9c690\", \"dabc4fab-2cc4-4154-8181-4db5cf1ec9f1\"], \"total_duration\": 286.0, \"total_sessions\": 8, \"mean_week_duration\": 1.265}}, {\"63352\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-05-29 04:04:32.000000+00:00\", \"2022-06-13 05:33:24.000000+00:00\"], \"session_ids\": [\"6949565d-f9e6-44c1-8db2-92c64573ff0c\", \"8de018c1-7b04-4e7c-a33c-88b52f4571ca\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 0.956}}, {\"4726\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-01-05 22:32:05.000000+00:00\", \"2021-07-24 21:21:21.000000+00:00\"], \"session_ids\": [\"55dabfb4-fe15-47cd-869a-93151939feaf\", \"342762c1-68be-49c3-be61-4964d705cb43\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.474}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"65500\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-02-06 12:25:03.000000+00:00\", \"2022-05-19 19:30:16.000000+00:00\", \"2023-02-02 23:11:08.000000+00:00\", \"2021-05-26 23:49:48.000000+00:00\", \"2022-10-03 08:17:43.000000+00:00\", \"2020-02-06 13:56:40.000000+00:00\", \"2019-10-30 22:50:26.000000+00:00\", \"2019-04-17 20:16:17.000000+00:00\", \"2019-12-09 00:36:12.000000+00:00\"], \"session_ids\": [\"1da48263-1694-4ccc-9ca3-ffda3b00c04e\", \"a9a5d4bd-32fa-4fe8-b860-3318268ba393\", \"9e0607c6-9e6b-42ab-b72e-c1ddf1596d0e\", \"e971b2e5-e1f1-4db1-8046-272f4f7c1ad4\", \"af3940f8-8a44-40cd-9fd6-81263789b306\", \"b487ef93-12a5-4c54-8070-c58b883afa00\", \"1f87cbcb-49ff-4301-a0a5-12b95bcf5704\", \"101a796d-79d8-49c7-ac8a-8e803daf7938\", \"3a993fe8-19f2-4a11-b4f3-0757eb4eb0a6\"], \"total_duration\": 9401.0, \"total_sessions\": 9, \"mean_week_duration\": 47.241}}, {\"52918\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-15 19:10:44.000000+00:00\", \"2020-07-03 08:55:44.000000+00:00\", \"2019-08-19 21:19:03.000000+00:00\"], \"session_ids\": [\"cecae4c1-00af-4175-85fc-a7c4b105c353\", \"9ce12cf2-1cd3-4187-ac7f-ea7cc8904d81\", \"efe3cf44-4e59-45d1-9c17-77941a576568\"], \"total_duration\": 388.0, \"total_sessions\": 3, \"mean_week_duration\": 6.361}}, {\"50339\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-06-20 05:30:01.000000+00:00\", \"2020-10-12 22:25:08.000000+00:00\", \"2019-12-09 00:10:02.000000+00:00\", \"2020-05-13 01:07:31.000000+00:00\", \"2019-12-14 05:34:55.000000+00:00\"], \"session_ids\": [\"aada7210-bfb5-4bf5-8669-692d075ca192\", \"b9daf909-cebb-4aa8-b1a6-fcb10996914b\", \"26a43e7f-7b4d-4338-9b40-763a6d71c893\", \"a85dc931-12a3-4042-992d-353f91ee5269\", \"51477181-d79e-4ac6-a5ed-ba35a4ff254e\"], \"total_duration\": 677.0, \"total_sessions\": 5, \"mean_week_duration\": 5.129}}]\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[{\"65500\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-02-06 12:25:03.000000+00:00\", \"2022-05-19 19:30:16.000000+00:00\", \"2023-02-02 23:11:08.000000+00:00\", \"2021-05-26 23:49:48.000000+00:00\", \"2022-10-03 08:17:43.000000+00:00\", \"2020-02-06 13:56:40.000000+00:00\", \"2019-10-30 22:50:26.000000+00:00\", \"2019-04-17 20:16:17.000000+00:00\", \"2019-12-09 00:36:12.000000+00:00\"], \"session_ids\": [\"1da48263-1694-4ccc-9ca3-ffda3b00c04e\", \"a9a5d4bd-32fa-4fe8-b860-3318268ba393\", \"9e0607c6-9e6b-42ab-b72e-c1ddf1596d0e\", \"e971b2e5-e1f1-4db1-8046-272f4f7c1ad4\", \"af3940f8-8a44-40cd-9fd6-81263789b306\", \"b487ef93-12a5-4c54-8070-c58b883afa00\", \"1f87cbcb-49ff-4301-a0a5-12b95bcf5704\", \"101a796d-79d8-49c7-ac8a-8e803daf7938\", \"3a993fe8-19f2-4a11-b4f3-0757eb4eb0a6\"], \"total_duration\": 9401.0, \"total_sessions\": 9, \"mean_week_duration\": 47.241}}, {\"52918\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-15 19:10:44.000000+00:00\", \"2020-07-03 08:55:44.000000+00:00\", \"2019-08-19 21:19:03.000000+00:00\"], \"session_ids\": [\"cecae4c1-00af-4175-85fc-a7c4b105c353\", \"9ce12cf2-1cd3-4187-ac7f-ea7cc8904d81\", \"efe3cf44-4e59-45d1-9c17-77941a576568\"], \"total_duration\": 388.0, \"total_sessions\": 3, \"mean_week_duration\": 6.361}}, {\"50339\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-06-20 05:30:01.000000+00:00\", \"2020-10-12 22:25:08.000000+00:00\", \"2019-12-09 00:10:02.000000+00:00\", \"2020-05-13 01:07:31.000000+00:00\", \"2019-12-14 05:34:55.000000+00:00\"], \"session_ids\": [\"aada7210-bfb5-4bf5-8669-692d075ca192\", \"b9daf909-cebb-4aa8-b1a6-fcb10996914b\", \"26a43e7f-7b4d-4338-9b40-763a6d71c893\", \"a85dc931-12a3-4042-992d-353f91ee5269\", \"51477181-d79e-4ac6-a5ed-ba35a4ff254e\"], \"total_duration\": 677.0, \"total_sessions\": 5, \"mean_week_duration\": 5.129}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you tell me about 8 users who are residing in cities Havana, Moscow, Dubai , moreover carry out sorting by town name in desc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"66500\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-02-28 18:52:27.000000+00:00\", \"2020-02-08 05:51:14.000000+00:00\", \"2021-10-09 03:05:45.000000+00:00\", \"2023-06-22 18:03:38.000000+00:00\", \"2022-10-05 02:21:09.000000+00:00\", \"2020-11-10 16:42:31.000000+00:00\", \"2020-03-26 19:05:43.000000+00:00\"], \"session_ids\": [\"8bd68930-14a5-49e8-b560-1ef5fc19001c\", \"62f7f86a-39ae-43fc-8782-110fd7109c9d\", \"f66e9826-2307-4670-8584-4c82920415c5\", \"43b6a2af-760d-48eb-b9b0-798523025e33\", \"695841b1-e88f-4df5-82a6-7bb749f5bf97\", \"79cdcd66-bbba-452e-bddc-27f94b12b038\", \"1196abe6-d383-495c-8412-cd3223fbb33a\"], \"total_duration\": 3292.0, \"total_sessions\": 7, \"mean_week_duration\": 18.705}, \"79024\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-22 05:21:52.000000+00:00\", \"2022-10-17 10:42:53.000000+00:00\"], \"session_ids\": [\"620bec0d-6609-43ac-b0b3-2049f465dee6\", \"7c07f429-eab2-41e5-8f6d-3c3fdbc6191a\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 4.304}, \"85169\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-03-19 17:53:17.000000+00:00\", \"2023-03-09 06:07:55.000000+00:00\", \"2023-03-04 15:11:25.000000+00:00\"], \"session_ids\": [\"22c2d2d2-1e86-4bf6-bc01-d243e116f64d\", \"587a8b09-bad0-4abb-b52e-60238f718394\", \"09ee55cd-bac4-46ae-9792-40cc9d49a7e0\"], \"total_duration\": 134.0, \"total_sessions\": 3, \"mean_week_duration\": 1.301}, \"27305\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 4}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-01-29 17:12:07.000000+00:00\", \"2022-07-17 07:26:52.000000+00:00\", \"2019-07-08 15:15:05.000000+00:00\", \"2020-01-09 21:06:04.000000+00:00\", \"2019-11-10 11:07:29.000000+00:00\", \"2020-02-24 06:51:24.000000+00:00\", \"2023-04-30 04:05:49.000000+00:00\", \"2022-10-24 19:46:09.000000+00:00\", \"2020-05-28 00:18:12.000000+00:00\", \"2022-12-14 06:46:14.000000+00:00\"], \"session_ids\": [\"bb1888d1-a103-45eb-a313-571e512d4a4f\", \"10488f1f-fcb2-46b2-bd31-745a96173dbb\", \"f4d63de0-ea4a-4088-915b-432c3ab3563b\", \"070955ac-230a-47b3-be04-d8081b103950\", \"73466aa5-427e-4d47-b00c-2e43a700b0c1\", \"c6381ce2-b861-47e5-8811-89724cf88848\", \"bb620672-99d6-4236-a5af-7fc6ccfbce93\", \"69444e25-899d-4bdd-8a1a-e8143ec65082\", \"b1d5f123-974c-4a88-8502-e9b37867498c\", \"6ef4cea1-485e-4b26-91b0-b22f7a611295\"], \"total_duration\": 38792.0, \"total_sessions\": 10, \"mean_week_duration\": 194.935}, \"48927\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-12-03 10:17:11.000000+00:00\", \"2019-02-21 15:15:16.000000+00:00\"], \"session_ids\": [\"7c7e76e1-253a-4f52-a262-dd40b647c777\", \"59a570e7-bdac-4f5d-9e95-564a63667de8\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 1.78}, \"38012\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-03-15 09:45:18.000000+00:00\", \"2021-05-02 22:03:20.000000+00:00\", \"2019-05-20 21:04:24.000000+00:00\", \"2022-11-30 02:53:18.000000+00:00\", \"2021-12-20 01:24:47.000000+00:00\", \"2020-04-25 04:37:46.000000+00:00\"], \"session_ids\": [\"b2c76393-796f-44f4-826d-62a920497889\", \"7055f0a7-eb41-4262-ae3a-d3ccc2f1a5a7\", \"87780680-d544-4927-8ca9-f03ed818d298\", \"a671da03-09ee-4493-abf9-bb6af9ba2b7f\", \"a52b651f-9766-4fe4-a194-ab0a3a449658\", \"01122129-a4b8-4df1-b1ff-fc39a5967efd\"], \"total_duration\": 6689.0, \"total_sessions\": 6, \"mean_week_duration\": 36.157}, \"18219\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-02-02 06:02:52.000000+00:00\", \"2021-07-30 13:28:13.000000+00:00\", \"2021-05-10 01:32:15.000000+00:00\", \"2023-04-03 06:34:06.000000+00:00\", \"2021-01-15 15:56:21.000000+00:00\"], \"session_ids\": [\"ca327f46-7e5c-4c42-8645-773d03085291\", \"d87104d3-dad8-4aa1-8c37-3db4f3eeea20\", \"e29da739-de8e-48b0-809a-c3d2ac94c2d9\", \"5afcfa6a-956a-45df-af53-3dead2ae2907\", \"621c88eb-e453-484d-8793-c71fbdd3857e\"], \"total_duration\": 175.0, \"total_sessions\": 5, \"mean_week_duration\": 1.509}, \"74051\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 6, \"Apply Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-04-11 08:54:29.000000+00:00\", \"2021-03-01 23:20:38.000000+00:00\"], \"session_ids\": [\"ca2f7f4b-0beb-43e1-9a3b-b4fbb83f6a8e\", \"069c747c-1375-498c-862c-bb3ca6a1df53\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 13.333}, \"72124\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-11-19 06:52:15.000000+00:00\", \"2019-09-23 22:13:58.000000+00:00\"], \"session_ids\": [\"3015e8ad-c63e-438d-b914-d5984895715f\", \"81479d94-9b69-4c4e-a361-f8a8ddc67aab\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 0.805}, \"82282\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-06-08 10:18:42.000000+00:00\", \"2023-06-04 02:46:29.000000+00:00\"], \"session_ids\": [\"393b0c32-49e6-4d05-b39d-8980138f85f4\", \"0c30aed0-ed1f-4154-b205-f12b4b460233\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 0.423}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are Havana, Moscow, Dubai"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Havana\", \"Moscow\", \"Dubai\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about users with a total sessoins count that is lower than 4, exclusive 4 and in addition perform sorting by name of the town decliningly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"40469\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-30 17:30:20.000000+00:00\", \"2020-03-24 11:17:13.000000+00:00\"], \"session_ids\": [\"ba1cdf87-54b9-4584-8b00-ba9cd90165d9\", \"0cd13ca1-2d61-49ab-8797-55e679ed0404\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 3.333}, \"30484\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-11-29 23:49:17.000000+00:00\", \"2020-12-09 00:26:00.000000+00:00\", \"2020-11-13 21:55:37.000000+00:00\"], \"session_ids\": [\"b4d0766c-d855-4293-8dbb-be28b16b175c\", \"0be4d832-984a-4641-bd25-fc9558525c3d\", \"26403a11-7fc4-47f9-9ba6-ca9aea715d8a\"], \"total_duration\": 39.0, \"total_sessions\": 3, \"mean_week_duration\": 0.709}, \"36318\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-27 12:09:12.000000+00:00\", \"2020-09-27 01:24:33.000000+00:00\"], \"session_ids\": [\"1d171b41-cb21-4da2-9dbb-613af2c07aa6\", \"1a7bea1d-4202-4977-8e94-1bdbd54e2e5c\"], \"total_duration\": 448.0, \"total_sessions\": 2, \"mean_week_duration\": 24.889}, \"21581\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 6, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-12-05 11:35:26.000000+00:00\", \"2023-03-13 01:44:34.000000+00:00\", \"2019-01-20 03:12:25.000000+00:00\", \"2020-05-02 08:13:05.000000+00:00\", \"2023-03-13 11:14:08.000000+00:00\", \"2019-07-15 14:55:00.000000+00:00\"], \"session_ids\": [\"c7e01f1c-ad9a-4cb4-a4d1-d6e8bf6ef30a\", \"e9caceae-13af-4c95-b78d-6bc03c707d54\", \"eb3d99be-11a5-4f50-be71-ff07f050f470\", \"86004fe2-c352-4fe7-847f-842d5d460fad\", \"9b3ba368-d5d9-45cb-b3e1-b5dcbbaab772\", \"dc03b76e-8273-4c3b-996a-b1699fc78ce5\"], \"total_duration\": 3733.0, \"total_sessions\": 6, \"mean_week_duration\": 17.203}, \"28149\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-07-06 01:29:24.000000+00:00\", \"2023-04-24 02:27:49.000000+00:00\", \"2023-04-18 07:18:40.000000+00:00\", \"2019-01-22 12:31:02.000000+00:00\", \"2020-12-11 08:09:37.000000+00:00\", \"2019-08-25 05:57:03.000000+00:00\", \"2019-11-24 21:40:27.000000+00:00\"], \"session_ids\": [\"1890d196-4294-4c71-9bde-e7b197ba0813\", \"c3203657-f9a9-4958-95d0-5b06822c659f\", \"7e027c8c-fffe-43a1-9853-80937a92801e\", \"e6ab8000-defa-42de-97e1-3f6c4409b537\", \"20dfb126-a67e-483c-ad7f-0a03471caa88\", \"40f6ac2a-ba0c-4a37-9583-9c19db553afe\", \"47fa1182-5439-48f3-814c-c82c94beddaa\"], \"total_duration\": 7947.0, \"total_sessions\": 7, \"mean_week_duration\": 35.797}, \"11805\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-30 01:43:01.000000+00:00\", \"2021-06-21 09:51:02.000000+00:00\"], \"session_ids\": [\"76d31211-c0c0-4f51-8396-247a6cc0aa45\", \"302a0a55-c424-45d9-a943-39646aa90260\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 0.856}, \"29035\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-05 04:52:14.000000+00:00\", \"2019-10-25 05:28:50.000000+00:00\"], \"session_ids\": [\"e2aea715-e008-45f6-9f04-2dc13a3304da\", \"7892132a-fe8c-4945-85f7-1129d5fff6d3\"], \"total_duration\": 427.0, \"total_sessions\": 2, \"mean_week_duration\": 15.25}, \"89736\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-12-02 14:49:48.000000+00:00\", \"2019-07-18 18:29:52.000000+00:00\", \"2022-11-20 16:19:40.000000+00:00\", \"2022-09-26 16:20:56.000000+00:00\", \"2022-03-23 20:19:44.000000+00:00\"], \"session_ids\": [\"828d93d7-f519-4541-8255-8516f6680708\", \"796d4747-20e8-4aa7-b5db-4edfb4cc31ac\", \"aa5739d6-2e87-4608-ba54-970943689841\", \"c88579e1-a216-4891-a07c-30691e7596c8\", \"a1643451-6453-45a4-bdbb-2f0bd90835b6\"], \"total_duration\": 2953.0, \"total_sessions\": 5, \"mean_week_duration\": 16.874}, \"55654\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-07-11 05:06:51.000000+00:00\", \"2020-06-28 13:02:32.000000+00:00\", \"2021-12-19 11:01:43.000000+00:00\", \"2021-11-20 16:19:13.000000+00:00\", \"2019-08-02 18:23:07.000000+00:00\", \"2019-08-13 20:37:15.000000+00:00\", \"2020-07-18 03:06:34.000000+00:00\"], \"session_ids\": [\"c341d516-4062-488e-8565-103a2a06abfb\", \"89986fae-42aa-4f4f-b385-2f72c8452705\", \"367c4ac6-9d14-4cb3-8ff1-4aba742e84a4\", \"c5e18460-dd6d-4760-a198-17716bc2c2b2\", \"c026098a-d9d2-4c5a-a80c-28191d79f3d8\", \"78385099-21f9-47f9-a963-2c09127831fe\", \"894937c7-8cd1-4922-8035-22a75bbec8ab\"], \"total_duration\": 9918.0, \"total_sessions\": 7, \"mean_week_duration\": 79.344}, \"61829\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-07-13 13:55:27.000000+00:00\", \"2019-04-08 17:57:06.000000+00:00\"], \"session_ids\": [\"414f4ba1-4af8-4702-b4a6-3144906159fb\", \"8692ec8a-b8e5-4a56-8d2f-dd4788b3f503\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 1.652}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are less than 4"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\"]]}, \"all_values\": {\"total_sessions\": [[4, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"40469\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-30 17:30:20.000000+00:00\", \"2020-03-24 11:17:13.000000+00:00\"], \"session_ids\": [\"ba1cdf87-54b9-4584-8b00-ba9cd90165d9\", \"0cd13ca1-2d61-49ab-8797-55e679ed0404\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 3.333}, \"30484\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-11-29 23:49:17.000000+00:00\", \"2020-12-09 00:26:00.000000+00:00\", \"2020-11-13 21:55:37.000000+00:00\"], \"session_ids\": [\"b4d0766c-d855-4293-8dbb-be28b16b175c\", \"0be4d832-984a-4641-bd25-fc9558525c3d\", \"26403a11-7fc4-47f9-9ba6-ca9aea715d8a\"], \"total_duration\": 39.0, \"total_sessions\": 3, \"mean_week_duration\": 0.709}, \"36318\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-27 12:09:12.000000+00:00\", \"2020-09-27 01:24:33.000000+00:00\"], \"session_ids\": [\"1d171b41-cb21-4da2-9dbb-613af2c07aa6\", \"1a7bea1d-4202-4977-8e94-1bdbd54e2e5c\"], \"total_duration\": 448.0, \"total_sessions\": 2, \"mean_week_duration\": 24.889}, \"11805\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-30 01:43:01.000000+00:00\", \"2021-06-21 09:51:02.000000+00:00\"], \"session_ids\": [\"76d31211-c0c0-4f51-8396-247a6cc0aa45\", \"302a0a55-c424-45d9-a943-39646aa90260\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 0.856}, \"29035\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-05 04:52:14.000000+00:00\", \"2019-10-25 05:28:50.000000+00:00\"], \"session_ids\": [\"e2aea715-e008-45f6-9f04-2dc13a3304da\", \"7892132a-fe8c-4945-85f7-1129d5fff6d3\"], \"total_duration\": 427.0, \"total_sessions\": 2, \"mean_week_duration\": 15.25}, \"61829\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-07-13 13:55:27.000000+00:00\", \"2019-04-08 17:57:06.000000+00:00\"], \"session_ids\": [\"414f4ba1-4af8-4702-b4a6-3144906159fb\", \"8692ec8a-b8e5-4a56-8d2f-dd4788b3f503\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 1.652}}\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[{\"30484\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-11-29 23:49:17.000000+00:00\", \"2020-12-09 00:26:00.000000+00:00\", \"2020-11-13 21:55:37.000000+00:00\"], \"session_ids\": [\"b4d0766c-d855-4293-8dbb-be28b16b175c\", \"0be4d832-984a-4641-bd25-fc9558525c3d\", \"26403a11-7fc4-47f9-9ba6-ca9aea715d8a\"], \"total_duration\": 39.0, \"total_sessions\": 3, \"mean_week_duration\": 0.709}}, {\"40469\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-30 17:30:20.000000+00:00\", \"2020-03-24 11:17:13.000000+00:00\"], \"session_ids\": [\"ba1cdf87-54b9-4584-8b00-ba9cd90165d9\", \"0cd13ca1-2d61-49ab-8797-55e679ed0404\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 3.333}}, {\"11805\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-30 01:43:01.000000+00:00\", \"2021-06-21 09:51:02.000000+00:00\"], \"session_ids\": [\"76d31211-c0c0-4f51-8396-247a6cc0aa45\", \"302a0a55-c424-45d9-a943-39646aa90260\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 0.856}}, {\"36318\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-27 12:09:12.000000+00:00\", \"2020-09-27 01:24:33.000000+00:00\"], \"session_ids\": [\"1d171b41-cb21-4da2-9dbb-613af2c07aa6\", \"1a7bea1d-4202-4977-8e94-1bdbd54e2e5c\"], \"total_duration\": 448.0, \"total_sessions\": 2, \"mean_week_duration\": 24.889}}, {\"29035\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-05 04:52:14.000000+00:00\", \"2019-10-25 05:28:50.000000+00:00\"], \"session_ids\": [\"e2aea715-e008-45f6-9f04-2dc13a3304da\", \"7892132a-fe8c-4945-85f7-1129d5fff6d3\"], \"total_duration\": 427.0, \"total_sessions\": 2, \"mean_week_duration\": 15.25}}, {\"61829\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-07-13 13:55:27.000000+00:00\", \"2019-04-08 17:57:06.000000+00:00\"], \"session_ids\": [\"414f4ba1-4af8-4702-b4a6-3144906159fb\", \"8692ec8a-b8e5-4a56-8d2f-dd4788b3f503\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 1.652}}]\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[{\"30484\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-11-29 23:49:17.000000+00:00\", \"2020-12-09 00:26:00.000000+00:00\", \"2020-11-13 21:55:37.000000+00:00\"], \"session_ids\": [\"b4d0766c-d855-4293-8dbb-be28b16b175c\", \"0be4d832-984a-4641-bd25-fc9558525c3d\", \"26403a11-7fc4-47f9-9ba6-ca9aea715d8a\"], \"total_duration\": 39.0, \"total_sessions\": 3, \"mean_week_duration\": 0.709}}, {\"40469\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-30 17:30:20.000000+00:00\", \"2020-03-24 11:17:13.000000+00:00\"], \"session_ids\": [\"ba1cdf87-54b9-4584-8b00-ba9cd90165d9\", \"0cd13ca1-2d61-49ab-8797-55e679ed0404\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 3.333}}, {\"11805\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-30 01:43:01.000000+00:00\", \"2021-06-21 09:51:02.000000+00:00\"], \"session_ids\": [\"76d31211-c0c0-4f51-8396-247a6cc0aa45\", \"302a0a55-c424-45d9-a943-39646aa90260\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 0.856}}, {\"36318\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-27 12:09:12.000000+00:00\", \"2020-09-27 01:24:33.000000+00:00\"], \"session_ids\": [\"1d171b41-cb21-4da2-9dbb-613af2c07aa6\", \"1a7bea1d-4202-4977-8e94-1bdbd54e2e5c\"], \"total_duration\": 448.0, \"total_sessions\": 2, \"mean_week_duration\": 24.889}}, {\"29035\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-05 04:52:14.000000+00:00\", \"2019-10-25 05:28:50.000000+00:00\"], \"session_ids\": [\"e2aea715-e008-45f6-9f04-2dc13a3304da\", \"7892132a-fe8c-4945-85f7-1129d5fff6d3\"], \"total_duration\": 427.0, \"total_sessions\": 2, \"mean_week_duration\": 15.25}}, {\"61829\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-07-13 13:55:27.000000+00:00\", \"2019-04-08 17:57:06.000000+00:00\"], \"session_ids\": [\"414f4ba1-4af8-4702-b4a6-3144906159fb\", \"8692ec8a-b8e5-4a56-8d2f-dd4788b3f503\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 1.652}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I have a curiosity about users whose total_sessions is greater than 5 (strictly) + do sorting by sum of duration of sessions per week descendingly."
}
] |
[
{
"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{\"81803\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-09 21:05:40.000000+00:00\", \"2023-05-07 07:46:28.000000+00:00\"], \"session_ids\": [\"1e4b9da1-4328-4211-9bce-a4cf9fe11f2c\", \"bb03029a-790e-4af7-9133-80f285b26216\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 2.375}, \"48407\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-03-24 04:34:50.000000+00:00\", \"2022-04-26 05:03:12.000000+00:00\"], \"session_ids\": [\"97c16fe3-8ac0-4390-a05b-9ba10490c3ab\", \"b0f60d60-d663-402d-8b00-cf8f6a55a1b0\"], \"total_duration\": 217.0, \"total_sessions\": 2, \"mean_week_duration\": 1.34}, \"55655\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-07-08 09:10:01.000000+00:00\", \"2020-05-27 06:15:50.000000+00:00\", \"2019-07-26 07:24:17.000000+00:00\", \"2021-11-08 05:03:11.000000+00:00\", \"2020-05-20 11:32:26.000000+00:00\"], \"session_ids\": [\"f30bba4a-a649-46f6-9f78-3d0ee8f4195f\", \"b9c10d07-cf14-4c86-a7a7-1d06c599326e\", \"3fdaa666-1e8b-4c05-a9eb-ffc66b7b8816\", \"3dd604cc-b7e0-43b1-8482-71de2b65d104\", \"84e4136a-46c7-46cb-9c89-35255d24708d\"], \"total_duration\": 2557.0, \"total_sessions\": 5, \"mean_week_duration\": 16.604}, \"23754\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-03-23 02:05:03.000000+00:00\", \"2021-12-21 14:21:49.000000+00:00\", \"2019-03-16 08:16:37.000000+00:00\"], \"session_ids\": [\"09f0bd2a-a2fa-4409-b4df-b06c0c8637d6\", \"d47d4fb6-7aec-49b1-80d4-72e96c28c61c\", \"7db15e98-e558-4d0c-90cb-a92c7d6de171\"], \"total_duration\": 118.0, \"total_sessions\": 3, \"mean_week_duration\": 0.814}, \"72155\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-04-24 08:03:28.000000+00:00\", \"2020-05-19 01:13:28.000000+00:00\"], \"session_ids\": [\"7e8fb537-8122-4545-991d-a0449324cb2f\", \"608774fb-a2c8-4394-94ca-5dc89eadfd80\"], \"total_duration\": 356.0, \"total_sessions\": 2, \"mean_week_duration\": 7.265}, \"66086\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-11-08 00:57:27.000000+00:00\", \"2022-08-28 13:31:53.000000+00:00\", \"2022-01-18 09:41:13.000000+00:00\", \"2020-10-11 11:16:28.000000+00:00\"], \"session_ids\": [\"57fae4bd-e3f1-4597-9981-d7ae9ca40dbf\", \"83244b71-9fee-4d49-b071-335d55ef47f8\", \"697f7704-8614-4b8b-b446-afacb8d1e519\", \"7776e916-e2c6-4548-a716-c23aae38644c\"], \"total_duration\": 260.0, \"total_sessions\": 4, \"mean_week_duration\": 2.653}, \"33666\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-08-24 00:01:47.000000+00:00\", \"2020-11-28 11:28:38.000000+00:00\", \"2022-12-18 10:21:47.000000+00:00\"], \"session_ids\": [\"7ff406e6-de71-418a-ace3-73333d7914c8\", \"402969d2-5fe1-499e-925a-e883c6c6da37\", \"721f67f1-8c31-4c0e-86e0-11458f195a47\"], \"total_duration\": 819.0, \"total_sessions\": 3, \"mean_week_duration\": 7.654}, \"91725\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-12-06 13:34:11.000000+00:00\", \"2019-05-11 19:21:02.000000+00:00\", \"2019-07-18 01:07:32.000000+00:00\", \"2019-03-25 19:14:27.000000+00:00\", \"2022-02-12 15:01:39.000000+00:00\", \"2020-07-07 00:42:52.000000+00:00\", \"2021-05-07 11:14:44.000000+00:00\", \"2021-01-27 19:48:02.000000+00:00\", \"2020-02-02 04:04:27.000000+00:00\"], \"session_ids\": [\"9abd60d9-25a8-4740-87c4-9c48693d296a\", \"04be007f-d8d5-462b-be6d-e00fb14ad09d\", \"7cc6c107-b4e2-4749-8634-016c3747dd84\", \"1486af21-16ad-465d-b3ba-1e16103a80f8\", \"a316d2dc-f06b-4ea3-9f78-2811748e1a01\", \"e0ead01a-5013-400e-a8fd-aff1d91e8c5c\", \"0e7053f3-0760-468c-ba94-d226b6eb45bc\", \"54b63759-c803-4d54-9ccd-6fe8ea2713bc\", \"2b6969bc-0400-4072-9317-81a3bed37dba\"], \"total_duration\": 22976.0, \"total_sessions\": 9, \"mean_week_duration\": 152.159}, \"58754\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-10-23 16:29:33.000000+00:00\", \"2023-05-08 04:32:26.000000+00:00\", \"2022-04-21 06:47:04.000000+00:00\", \"2020-03-01 17:50:35.000000+00:00\"], \"session_ids\": [\"315b77df-e024-47d4-94a5-7e16323b8caf\", \"28da3ea9-7609-4813-a7e1-f67d0ac86411\", \"92e10560-deea-4536-8ea7-03ffd6672dba\", \"6aa0cd3d-ab1c-49b6-a73c-c9e740eb30c5\"], \"total_duration\": 399.0, \"total_sessions\": 4, \"mean_week_duration\": 2.157}, \"88644\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-02 15:02:47.000000+00:00\", \"2019-04-12 11:42:11.000000+00:00\"], \"session_ids\": [\"5fbfd797-c228-495b-b659-d5c90edcebd5\", \"fdf100d7-4f8a-4bab-b335-4b2803f23abf\"], \"total_duration\": 161.0, \"total_sessions\": 2, \"mean_week_duration\": 3.426}}\n```\n"
}
] |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.