conversations
list |
|---|
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are less than 16"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\"]]}, \"all_values\": {\"mean_week_duration\": [[16, 50]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"30578\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-12-20 03:07:00.000000+00:00\", \"2021-10-08 21:31:19.000000+00:00\", \"2020-06-11 21:38:26.000000+00:00\"], \"session_ids\": [\"ba14b618-add0-45da-88bd-a8857329f70c\", \"e547269e-3f3d-47d3-a272-33f88b1498d0\", \"3ec232ee-0eb4-416b-a3ad-9479f84143a3\"], \"total_duration\": 70.0, \"total_sessions\": 3, \"mean_week_duration\": 1.014}, \"26461\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-11-07 19:47:38.000000+00:00\", \"2020-09-13 15:22:39.000000+00:00\"], \"session_ids\": [\"6b1dcbb4-64b1-453e-bf0d-36e63aff04ac\", \"582a3e3c-4dad-4092-b2c7-b56b18e99cb7\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 4.317}, \"7411\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 11, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-03-15 21:23:54.000000+00:00\", \"2022-02-11 23:39:55.000000+00:00\", \"2020-03-24 04:48:09.000000+00:00\", \"2023-03-02 23:05:18.000000+00:00\"], \"session_ids\": [\"a15cb7f6-4961-45be-8e36-f0151698de0d\", \"a505e7c9-8a62-4349-bd7f-5f8968f43081\", \"423c3afb-5430-4f3c-ac7e-d9d2c5fc9644\", \"52aca0b6-d60e-4be4-a26f-e45791a0b415\"], \"total_duration\": 265.0, \"total_sessions\": 4, \"mean_week_duration\": 1.721}, \"72560\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-02-15 18:04:12.000000+00:00\", \"2021-09-16 16:32:38.000000+00:00\", \"2020-09-01 22:42:00.000000+00:00\"], \"session_ids\": [\"643458e0-fbbb-4a2b-b67f-49331cc7d9d3\", \"d14d2f7d-b313-4c36-9c65-4b46b8e778c8\", \"3f085f72-3132-45b3-a74a-d7e53fa8fa29\"], \"total_duration\": 46.0, \"total_sessions\": 3, \"mean_week_duration\": 0.605}, \"7945\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-03-28 23:25:46.000000+00:00\", \"2019-05-08 15:32:03.000000+00:00\", \"2019-01-14 00:39:43.000000+00:00\"], \"session_ids\": [\"e7d77424-6a80-4017-a09b-459f4c461522\", \"d6bc706b-6dc5-44b9-bdf8-4e46e03fc838\", \"19380575-1827-4ed9-bc7a-2787b5cf4319\"], \"total_duration\": 988.0, \"total_sessions\": 3, \"mean_week_duration\": 5.916}, \"3568\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-02-28 00:46:27.000000+00:00\", \"2019-11-28 05:00:43.000000+00:00\", \"2019-07-18 02:15:38.000000+00:00\", \"2021-10-14 05:49:47.000000+00:00\"], \"session_ids\": [\"4445006b-76b6-452c-a104-91b629fe64a6\", \"95714cd8-40f2-4a99-9143-af60751ae8d1\", \"5a6f23df-07ea-4f10-b208-eb8a6f7a93e6\", \"12e761c7-ea94-4370-a042-c2dc7c57c58b\"], \"total_duration\": 2120.0, \"total_sessions\": 4, \"mean_week_duration\": 15.474}, \"7413\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-04-24 13:26:42.000000+00:00\", \"2020-07-19 01:37:54.000000+00:00\"], \"session_ids\": [\"ae3f4552-6d47-438a-af38-0d7c8bf424e7\", \"edc74c03-3bd9-4694-a9af-0d3347197ea0\"], \"total_duration\": 199.0, \"total_sessions\": 2, \"mean_week_duration\": 4.975}, \"15009\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-02-26 06:04:52.000000+00:00\", \"2020-08-12 15:48:43.000000+00:00\"], \"session_ids\": [\"ec6a78e4-863b-47af-aece-5f1d89972e7b\", \"fd6522c4-a321-42a2-a99a-7a5b05eb8396\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 3.042}, \"48841\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-17 19:15:10.000000+00:00\", \"2019-10-31 04:43:57.000000+00:00\", \"2019-04-22 01:53:30.000000+00:00\"], \"session_ids\": [\"97ea4cb5-6163-417e-9c04-48ad226a6386\", \"4d2b46c0-ca7b-4015-b169-b6a8c1c48d6f\", \"bf36dec1-8e01-4036-886c-d0eec58827a2\"], \"total_duration\": 67.0, \"total_sessions\": 3, \"mean_week_duration\": 1.914}}\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[{\"3568\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-02-28 00:46:27.000000+00:00\", \"2019-11-28 05:00:43.000000+00:00\", \"2019-07-18 02:15:38.000000+00:00\", \"2021-10-14 05:49:47.000000+00:00\"], \"session_ids\": [\"4445006b-76b6-452c-a104-91b629fe64a6\", \"95714cd8-40f2-4a99-9143-af60751ae8d1\", \"5a6f23df-07ea-4f10-b208-eb8a6f7a93e6\", \"12e761c7-ea94-4370-a042-c2dc7c57c58b\"], \"total_duration\": 2120.0, \"total_sessions\": 4, \"mean_week_duration\": 15.474}}, {\"7945\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-03-28 23:25:46.000000+00:00\", \"2019-05-08 15:32:03.000000+00:00\", \"2019-01-14 00:39:43.000000+00:00\"], \"session_ids\": [\"e7d77424-6a80-4017-a09b-459f4c461522\", \"d6bc706b-6dc5-44b9-bdf8-4e46e03fc838\", \"19380575-1827-4ed9-bc7a-2787b5cf4319\"], \"total_duration\": 988.0, \"total_sessions\": 3, \"mean_week_duration\": 5.916}}, {\"7411\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 11, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-03-15 21:23:54.000000+00:00\", \"2022-02-11 23:39:55.000000+00:00\", \"2020-03-24 04:48:09.000000+00:00\", \"2023-03-02 23:05:18.000000+00:00\"], \"session_ids\": [\"a15cb7f6-4961-45be-8e36-f0151698de0d\", \"a505e7c9-8a62-4349-bd7f-5f8968f43081\", \"423c3afb-5430-4f3c-ac7e-d9d2c5fc9644\", \"52aca0b6-d60e-4be4-a26f-e45791a0b415\"], \"total_duration\": 265.0, \"total_sessions\": 4, \"mean_week_duration\": 1.721}}, {\"26461\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-11-07 19:47:38.000000+00:00\", \"2020-09-13 15:22:39.000000+00:00\"], \"session_ids\": [\"6b1dcbb4-64b1-453e-bf0d-36e63aff04ac\", \"582a3e3c-4dad-4092-b2c7-b56b18e99cb7\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 4.317}}, {\"7413\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-04-24 13:26:42.000000+00:00\", \"2020-07-19 01:37:54.000000+00:00\"], \"session_ids\": [\"ae3f4552-6d47-438a-af38-0d7c8bf424e7\", \"edc74c03-3bd9-4694-a9af-0d3347197ea0\"], \"total_duration\": 199.0, \"total_sessions\": 2, \"mean_week_duration\": 4.975}}, {\"15009\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-02-26 06:04:52.000000+00:00\", \"2020-08-12 15:48:43.000000+00:00\"], \"session_ids\": [\"ec6a78e4-863b-47af-aece-5f1d89972e7b\", \"fd6522c4-a321-42a2-a99a-7a5b05eb8396\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 3.042}}, {\"30578\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-12-20 03:07:00.000000+00:00\", \"2021-10-08 21:31:19.000000+00:00\", \"2020-06-11 21:38:26.000000+00:00\"], \"session_ids\": [\"ba14b618-add0-45da-88bd-a8857329f70c\", \"e547269e-3f3d-47d3-a272-33f88b1498d0\", \"3ec232ee-0eb4-416b-a3ad-9479f84143a3\"], \"total_duration\": 70.0, \"total_sessions\": 3, \"mean_week_duration\": 1.014}}, {\"48841\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-17 19:15:10.000000+00:00\", \"2019-10-31 04:43:57.000000+00:00\", \"2019-04-22 01:53:30.000000+00:00\"], \"session_ids\": [\"97ea4cb5-6163-417e-9c04-48ad226a6386\", \"4d2b46c0-ca7b-4015-b169-b6a8c1c48d6f\", \"bf36dec1-8e01-4036-886c-d0eec58827a2\"], \"total_duration\": 67.0, \"total_sessions\": 3, \"mean_week_duration\": 1.914}}, {\"72560\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-02-15 18:04:12.000000+00:00\", \"2021-09-16 16:32:38.000000+00:00\", \"2020-09-01 22:42:00.000000+00:00\"], \"session_ids\": [\"643458e0-fbbb-4a2b-b67f-49331cc7d9d3\", \"d14d2f7d-b313-4c36-9c65-4b46b8e778c8\", \"3f085f72-3132-45b3-a74a-d7e53fa8fa29\"], \"total_duration\": 46.0, \"total_sessions\": 3, \"mean_week_duration\": 0.605}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 5 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"3568\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-02-28 00:46:27.000000+00:00\", \"2019-11-28 05:00:43.000000+00:00\", \"2019-07-18 02:15:38.000000+00:00\", \"2021-10-14 05:49:47.000000+00:00\"], \"session_ids\": [\"4445006b-76b6-452c-a104-91b629fe64a6\", \"95714cd8-40f2-4a99-9143-af60751ae8d1\", \"5a6f23df-07ea-4f10-b208-eb8a6f7a93e6\", \"12e761c7-ea94-4370-a042-c2dc7c57c58b\"], \"total_duration\": 2120.0, \"total_sessions\": 4, \"mean_week_duration\": 15.474}}, {\"7945\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-03-28 23:25:46.000000+00:00\", \"2019-05-08 15:32:03.000000+00:00\", \"2019-01-14 00:39:43.000000+00:00\"], \"session_ids\": [\"e7d77424-6a80-4017-a09b-459f4c461522\", \"d6bc706b-6dc5-44b9-bdf8-4e46e03fc838\", \"19380575-1827-4ed9-bc7a-2787b5cf4319\"], \"total_duration\": 988.0, \"total_sessions\": 3, \"mean_week_duration\": 5.916}}, {\"7411\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 11, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-03-15 21:23:54.000000+00:00\", \"2022-02-11 23:39:55.000000+00:00\", \"2020-03-24 04:48:09.000000+00:00\", \"2023-03-02 23:05:18.000000+00:00\"], \"session_ids\": [\"a15cb7f6-4961-45be-8e36-f0151698de0d\", \"a505e7c9-8a62-4349-bd7f-5f8968f43081\", \"423c3afb-5430-4f3c-ac7e-d9d2c5fc9644\", \"52aca0b6-d60e-4be4-a26f-e45791a0b415\"], \"total_duration\": 265.0, \"total_sessions\": 4, \"mean_week_duration\": 1.721}}, {\"26461\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-11-07 19:47:38.000000+00:00\", \"2020-09-13 15:22:39.000000+00:00\"], \"session_ids\": [\"6b1dcbb4-64b1-453e-bf0d-36e63aff04ac\", \"582a3e3c-4dad-4092-b2c7-b56b18e99cb7\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 4.317}}, {\"7413\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-04-24 13:26:42.000000+00:00\", \"2020-07-19 01:37:54.000000+00:00\"], \"session_ids\": [\"ae3f4552-6d47-438a-af38-0d7c8bf424e7\", \"edc74c03-3bd9-4694-a9af-0d3347197ea0\"], \"total_duration\": 199.0, \"total_sessions\": 2, \"mean_week_duration\": 4.975}}]\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[{\"3568\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-02-28 00:46:27.000000+00:00\", \"2019-11-28 05:00:43.000000+00:00\", \"2019-07-18 02:15:38.000000+00:00\", \"2021-10-14 05:49:47.000000+00:00\"], \"session_ids\": [\"4445006b-76b6-452c-a104-91b629fe64a6\", \"95714cd8-40f2-4a99-9143-af60751ae8d1\", \"5a6f23df-07ea-4f10-b208-eb8a6f7a93e6\", \"12e761c7-ea94-4370-a042-c2dc7c57c58b\"], \"total_duration\": 2120.0, \"total_sessions\": 4, \"mean_week_duration\": 15.474}}, {\"7945\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-03-28 23:25:46.000000+00:00\", \"2019-05-08 15:32:03.000000+00:00\", \"2019-01-14 00:39:43.000000+00:00\"], \"session_ids\": [\"e7d77424-6a80-4017-a09b-459f4c461522\", \"d6bc706b-6dc5-44b9-bdf8-4e46e03fc838\", \"19380575-1827-4ed9-bc7a-2787b5cf4319\"], \"total_duration\": 988.0, \"total_sessions\": 3, \"mean_week_duration\": 5.916}}, {\"7411\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 11, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-03-15 21:23:54.000000+00:00\", \"2022-02-11 23:39:55.000000+00:00\", \"2020-03-24 04:48:09.000000+00:00\", \"2023-03-02 23:05:18.000000+00:00\"], \"session_ids\": [\"a15cb7f6-4961-45be-8e36-f0151698de0d\", \"a505e7c9-8a62-4349-bd7f-5f8968f43081\", \"423c3afb-5430-4f3c-ac7e-d9d2c5fc9644\", \"52aca0b6-d60e-4be4-a26f-e45791a0b415\"], \"total_duration\": 265.0, \"total_sessions\": 4, \"mean_week_duration\": 1.721}}, {\"26461\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-11-07 19:47:38.000000+00:00\", \"2020-09-13 15:22:39.000000+00:00\"], \"session_ids\": [\"6b1dcbb4-64b1-453e-bf0d-36e63aff04ac\", \"582a3e3c-4dad-4092-b2c7-b56b18e99cb7\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 4.317}}, {\"7413\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-04-24 13:26:42.000000+00:00\", \"2020-07-19 01:37:54.000000+00:00\"], \"session_ids\": [\"ae3f4552-6d47-438a-af38-0d7c8bf424e7\", \"edc74c03-3bd9-4694-a9af-0d3347197ea0\"], \"total_duration\": 199.0, \"total_sessions\": 2, \"mean_week_duration\": 4.975}}]\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 3 users with a overall duration of sessions per week that is above 35 and below 11, exclusively 11 and 35 in addition apply sorting by city title 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{\"84683\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-03-17 23:07:55.000000+00:00\", \"2019-09-26 17:02:34.000000+00:00\"], \"session_ids\": [\"74d6bbf9-b5ea-4aaf-9105-646224cb46ad\", \"f354c5b5-723d-4aad-a0e6-2732cf7765a4\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 1.442}, \"52304\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-04-08 04:22:20.000000+00:00\", \"2022-08-30 21:36:15.000000+00:00\", \"2020-03-11 09:06:50.000000+00:00\", \"2022-08-18 14:57:06.000000+00:00\"], \"session_ids\": [\"7838e6a8-c7fd-4ef8-b070-f365c3400f4b\", \"e614cc5e-9bea-4b77-8fad-2be633b3f6a7\", \"3efff536-de09-4de0-8bd4-9e007bbaeacd\", \"04f216d3-f537-4407-b7e7-761e0c54ab00\"], \"total_duration\": 997.0, \"total_sessions\": 4, \"mean_week_duration\": 5.601}, \"39466\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-09-28 08:34:45.000000+00:00\", \"2023-01-19 09:58:19.000000+00:00\"], \"session_ids\": [\"e6ea67a8-0cec-459b-af99-86a1d5c393ab\", \"9f131e9e-7bc4-4436-b1f8-1b26607295fe\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.14}, \"45175\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-11-10 14:44:35.000000+00:00\", \"2020-12-29 16:10:54.000000+00:00\", \"2021-05-18 00:15:57.000000+00:00\", \"2019-12-11 12:08:02.000000+00:00\"], \"session_ids\": [\"915c4cb9-e84a-466b-afae-9a9823e908eb\", \"28b4d0a0-92b8-475a-af3c-1c20b5859261\", \"4c2417c1-033e-49f4-80c8-273c8694cc00\", \"447faacf-3276-4eaf-bb8f-438d28678467\"], \"total_duration\": 237.0, \"total_sessions\": 4, \"mean_week_duration\": 2.37}, \"77068\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-07-13 01:57:16.000000+00:00\", \"2021-07-30 04:55:42.000000+00:00\"], \"session_ids\": [\"c10640e2-6059-4937-8195-7d0f3e050540\", \"51de5ab2-663c-49e4-a100-f9a6d96e8886\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 105.333}, \"45093\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-08-03 04:54:03.000000+00:00\", \"2021-09-10 18:41:12.000000+00:00\"], \"session_ids\": [\"d95459e6-b066-4d16-aa04-9bb17afe2440\", \"01a9cd93-699d-45f7-bdaa-282ffb54f99d\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.362}, \"80331\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-09-02 00:06:45.000000+00:00\", \"2020-04-27 06:56:28.000000+00:00\"], \"session_ids\": [\"be4f493e-89bd-4ab0-853e-00bf0439df38\", \"14058fce-0994-4b98-9680-9ebfb99837f7\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 5.382}, \"5867\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-15 21:58:43.000000+00:00\", \"2022-04-07 12:18:47.000000+00:00\", \"2022-10-19 04:42:34.000000+00:00\", \"2019-12-13 02:34:58.000000+00:00\", \"2020-03-18 16:52:10.000000+00:00\", \"2021-09-27 16:13:49.000000+00:00\", \"2021-10-29 01:11:14.000000+00:00\"], \"session_ids\": [\"cd7f56eb-1846-4b37-b169-5583d755b4b5\", \"268babc6-49c0-47cd-9790-0417395ebd58\", \"1ce6d5f4-3f41-475a-85a2-d63996e05b81\", \"f2139151-6b34-48a4-b01a-630b0b499163\", \"d3aecd5d-744e-4510-897e-887475dc0b0e\", \"ddd874db-4443-40dd-aaae-aba20b28b395\", \"f13f8fb5-af61-40d8-94c6-3db4c30f6afb\"], \"total_duration\": 200.0, \"total_sessions\": 7, \"mean_week_duration\": 1.307}, \"7161\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-08-25 02:14:55.000000+00:00\", \"2019-07-18 14:14:34.000000+00:00\", \"2023-02-21 22:39:41.000000+00:00\"], \"session_ids\": [\"0562065f-867a-43c7-90e0-932f42348917\", \"04e2f6e1-40bf-4ef8-b821-c52a8dfb0f36\", \"f73c9120-78c5-4b13-bb2c-2b1ce6feabc7\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 0.335}, \"25920\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-06-29 05:29:55.000000+00:00\", \"2020-07-07 16:38:57.000000+00:00\"], \"session_ids\": [\"7e93cdf6-06e7-4739-95d9-d3cb9fd7a5ed\", \"75d97329-d899-4ee6-862e-1826ea378ec2\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.252}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are less than 11 and are greater than 35"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[11, 35]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"84683\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-03-17 23:07:55.000000+00:00\", \"2019-09-26 17:02:34.000000+00:00\"], \"session_ids\": [\"74d6bbf9-b5ea-4aaf-9105-646224cb46ad\", \"f354c5b5-723d-4aad-a0e6-2732cf7765a4\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 1.442}, \"52304\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-04-08 04:22:20.000000+00:00\", \"2022-08-30 21:36:15.000000+00:00\", \"2020-03-11 09:06:50.000000+00:00\", \"2022-08-18 14:57:06.000000+00:00\"], \"session_ids\": [\"7838e6a8-c7fd-4ef8-b070-f365c3400f4b\", \"e614cc5e-9bea-4b77-8fad-2be633b3f6a7\", \"3efff536-de09-4de0-8bd4-9e007bbaeacd\", \"04f216d3-f537-4407-b7e7-761e0c54ab00\"], \"total_duration\": 997.0, \"total_sessions\": 4, \"mean_week_duration\": 5.601}, \"39466\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-09-28 08:34:45.000000+00:00\", \"2023-01-19 09:58:19.000000+00:00\"], \"session_ids\": [\"e6ea67a8-0cec-459b-af99-86a1d5c393ab\", \"9f131e9e-7bc4-4436-b1f8-1b26607295fe\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.14}, \"45175\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-11-10 14:44:35.000000+00:00\", \"2020-12-29 16:10:54.000000+00:00\", \"2021-05-18 00:15:57.000000+00:00\", \"2019-12-11 12:08:02.000000+00:00\"], \"session_ids\": [\"915c4cb9-e84a-466b-afae-9a9823e908eb\", \"28b4d0a0-92b8-475a-af3c-1c20b5859261\", \"4c2417c1-033e-49f4-80c8-273c8694cc00\", \"447faacf-3276-4eaf-bb8f-438d28678467\"], \"total_duration\": 237.0, \"total_sessions\": 4, \"mean_week_duration\": 2.37}, \"45093\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-08-03 04:54:03.000000+00:00\", \"2021-09-10 18:41:12.000000+00:00\"], \"session_ids\": [\"d95459e6-b066-4d16-aa04-9bb17afe2440\", \"01a9cd93-699d-45f7-bdaa-282ffb54f99d\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.362}, \"80331\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-09-02 00:06:45.000000+00:00\", \"2020-04-27 06:56:28.000000+00:00\"], \"session_ids\": [\"be4f493e-89bd-4ab0-853e-00bf0439df38\", \"14058fce-0994-4b98-9680-9ebfb99837f7\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 5.382}, \"5867\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-15 21:58:43.000000+00:00\", \"2022-04-07 12:18:47.000000+00:00\", \"2022-10-19 04:42:34.000000+00:00\", \"2019-12-13 02:34:58.000000+00:00\", \"2020-03-18 16:52:10.000000+00:00\", \"2021-09-27 16:13:49.000000+00:00\", \"2021-10-29 01:11:14.000000+00:00\"], \"session_ids\": [\"cd7f56eb-1846-4b37-b169-5583d755b4b5\", \"268babc6-49c0-47cd-9790-0417395ebd58\", \"1ce6d5f4-3f41-475a-85a2-d63996e05b81\", \"f2139151-6b34-48a4-b01a-630b0b499163\", \"d3aecd5d-744e-4510-897e-887475dc0b0e\", \"ddd874db-4443-40dd-aaae-aba20b28b395\", \"f13f8fb5-af61-40d8-94c6-3db4c30f6afb\"], \"total_duration\": 200.0, \"total_sessions\": 7, \"mean_week_duration\": 1.307}, \"7161\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-08-25 02:14:55.000000+00:00\", \"2019-07-18 14:14:34.000000+00:00\", \"2023-02-21 22:39:41.000000+00:00\"], \"session_ids\": [\"0562065f-867a-43c7-90e0-932f42348917\", \"04e2f6e1-40bf-4ef8-b821-c52a8dfb0f36\", \"f73c9120-78c5-4b13-bb2c-2b1ce6feabc7\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 0.335}, \"25920\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-06-29 05:29:55.000000+00:00\", \"2020-07-07 16:38:57.000000+00:00\"], \"session_ids\": [\"7e93cdf6-06e7-4739-95d9-d3cb9fd7a5ed\", \"75d97329-d899-4ee6-862e-1826ea378ec2\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.252}, \"77068\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-07-13 01:57:16.000000+00:00\", \"2021-07-30 04:55:42.000000+00:00\"], \"session_ids\": [\"c10640e2-6059-4937-8195-7d0f3e050540\", \"51de5ab2-663c-49e4-a100-f9a6d96e8886\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 105.333}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"7161\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-08-25 02:14:55.000000+00:00\", \"2019-07-18 14:14:34.000000+00:00\", \"2023-02-21 22:39:41.000000+00:00\"], \"session_ids\": [\"0562065f-867a-43c7-90e0-932f42348917\", \"04e2f6e1-40bf-4ef8-b821-c52a8dfb0f36\", \"f73c9120-78c5-4b13-bb2c-2b1ce6feabc7\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 0.335}}, {\"45175\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-11-10 14:44:35.000000+00:00\", \"2020-12-29 16:10:54.000000+00:00\", \"2021-05-18 00:15:57.000000+00:00\", \"2019-12-11 12:08:02.000000+00:00\"], \"session_ids\": [\"915c4cb9-e84a-466b-afae-9a9823e908eb\", \"28b4d0a0-92b8-475a-af3c-1c20b5859261\", \"4c2417c1-033e-49f4-80c8-273c8694cc00\", \"447faacf-3276-4eaf-bb8f-438d28678467\"], \"total_duration\": 237.0, \"total_sessions\": 4, \"mean_week_duration\": 2.37}}, {\"45093\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-08-03 04:54:03.000000+00:00\", \"2021-09-10 18:41:12.000000+00:00\"], \"session_ids\": [\"d95459e6-b066-4d16-aa04-9bb17afe2440\", \"01a9cd93-699d-45f7-bdaa-282ffb54f99d\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.362}}, {\"25920\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-06-29 05:29:55.000000+00:00\", \"2020-07-07 16:38:57.000000+00:00\"], \"session_ids\": [\"7e93cdf6-06e7-4739-95d9-d3cb9fd7a5ed\", \"75d97329-d899-4ee6-862e-1826ea378ec2\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.252}}, {\"84683\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-03-17 23:07:55.000000+00:00\", \"2019-09-26 17:02:34.000000+00:00\"], \"session_ids\": [\"74d6bbf9-b5ea-4aaf-9105-646224cb46ad\", \"f354c5b5-723d-4aad-a0e6-2732cf7765a4\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 1.442}}, {\"52304\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-04-08 04:22:20.000000+00:00\", \"2022-08-30 21:36:15.000000+00:00\", \"2020-03-11 09:06:50.000000+00:00\", \"2022-08-18 14:57:06.000000+00:00\"], \"session_ids\": [\"7838e6a8-c7fd-4ef8-b070-f365c3400f4b\", \"e614cc5e-9bea-4b77-8fad-2be633b3f6a7\", \"3efff536-de09-4de0-8bd4-9e007bbaeacd\", \"04f216d3-f537-4407-b7e7-761e0c54ab00\"], \"total_duration\": 997.0, \"total_sessions\": 4, \"mean_week_duration\": 5.601}}, {\"5867\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-15 21:58:43.000000+00:00\", \"2022-04-07 12:18:47.000000+00:00\", \"2022-10-19 04:42:34.000000+00:00\", \"2019-12-13 02:34:58.000000+00:00\", \"2020-03-18 16:52:10.000000+00:00\", \"2021-09-27 16:13:49.000000+00:00\", \"2021-10-29 01:11:14.000000+00:00\"], \"session_ids\": [\"cd7f56eb-1846-4b37-b169-5583d755b4b5\", \"268babc6-49c0-47cd-9790-0417395ebd58\", \"1ce6d5f4-3f41-475a-85a2-d63996e05b81\", \"f2139151-6b34-48a4-b01a-630b0b499163\", \"d3aecd5d-744e-4510-897e-887475dc0b0e\", \"ddd874db-4443-40dd-aaae-aba20b28b395\", \"f13f8fb5-af61-40d8-94c6-3db4c30f6afb\"], \"total_duration\": 200.0, \"total_sessions\": 7, \"mean_week_duration\": 1.307}}, {\"39466\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-09-28 08:34:45.000000+00:00\", \"2023-01-19 09:58:19.000000+00:00\"], \"session_ids\": [\"e6ea67a8-0cec-459b-af99-86a1d5c393ab\", \"9f131e9e-7bc4-4436-b1f8-1b26607295fe\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.14}}, {\"80331\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-09-02 00:06:45.000000+00:00\", \"2020-04-27 06:56:28.000000+00:00\"], \"session_ids\": [\"be4f493e-89bd-4ab0-853e-00bf0439df38\", \"14058fce-0994-4b98-9680-9ebfb99837f7\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 5.382}}, {\"77068\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-07-13 01:57:16.000000+00:00\", \"2021-07-30 04:55:42.000000+00:00\"], \"session_ids\": [\"c10640e2-6059-4937-8195-7d0f3e050540\", \"51de5ab2-663c-49e4-a100-f9a6d96e8886\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 105.333}}]\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[{\"7161\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-08-25 02:14:55.000000+00:00\", \"2019-07-18 14:14:34.000000+00:00\", \"2023-02-21 22:39:41.000000+00:00\"], \"session_ids\": [\"0562065f-867a-43c7-90e0-932f42348917\", \"04e2f6e1-40bf-4ef8-b821-c52a8dfb0f36\", \"f73c9120-78c5-4b13-bb2c-2b1ce6feabc7\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 0.335}}, {\"45175\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-11-10 14:44:35.000000+00:00\", \"2020-12-29 16:10:54.000000+00:00\", \"2021-05-18 00:15:57.000000+00:00\", \"2019-12-11 12:08:02.000000+00:00\"], \"session_ids\": [\"915c4cb9-e84a-466b-afae-9a9823e908eb\", \"28b4d0a0-92b8-475a-af3c-1c20b5859261\", \"4c2417c1-033e-49f4-80c8-273c8694cc00\", \"447faacf-3276-4eaf-bb8f-438d28678467\"], \"total_duration\": 237.0, \"total_sessions\": 4, \"mean_week_duration\": 2.37}}, {\"45093\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-08-03 04:54:03.000000+00:00\", \"2021-09-10 18:41:12.000000+00:00\"], \"session_ids\": [\"d95459e6-b066-4d16-aa04-9bb17afe2440\", \"01a9cd93-699d-45f7-bdaa-282ffb54f99d\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.362}}]\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[{\"7161\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-08-25 02:14:55.000000+00:00\", \"2019-07-18 14:14:34.000000+00:00\", \"2023-02-21 22:39:41.000000+00:00\"], \"session_ids\": [\"0562065f-867a-43c7-90e0-932f42348917\", \"04e2f6e1-40bf-4ef8-b821-c52a8dfb0f36\", \"f73c9120-78c5-4b13-bb2c-2b1ce6feabc7\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 0.335}}, {\"45175\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-11-10 14:44:35.000000+00:00\", \"2020-12-29 16:10:54.000000+00:00\", \"2021-05-18 00:15:57.000000+00:00\", \"2019-12-11 12:08:02.000000+00:00\"], \"session_ids\": [\"915c4cb9-e84a-466b-afae-9a9823e908eb\", \"28b4d0a0-92b8-475a-af3c-1c20b5859261\", \"4c2417c1-033e-49f4-80c8-273c8694cc00\", \"447faacf-3276-4eaf-bb8f-438d28678467\"], \"total_duration\": 237.0, \"total_sessions\": 4, \"mean_week_duration\": 2.37}}, {\"45093\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-08-03 04:54:03.000000+00:00\", \"2021-09-10 18:41:12.000000+00:00\"], \"session_ids\": [\"d95459e6-b066-4d16-aa04-9bb17afe2440\", \"01a9cd93-699d-45f7-bdaa-282ffb54f99d\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.362}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please offer data on 8 users whose overall total duration is less than 1899 (not including) and strictly greater than 3280 , moreover perform sorting by town naming in asc 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{\"34714\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-01-18 02:47:54.000000+00:00\", \"2019-01-18 09:12:02.000000+00:00\", \"2021-03-25 18:36:24.000000+00:00\"], \"session_ids\": [\"61c1bb0e-f9c9-4e16-b3e1-6e8be5c9a456\", \"121a37c4-0bdf-4c5d-ab3c-d89be84dbe12\", \"48db2d82-2732-4ecb-b698-aaffc97f0749\"], \"total_duration\": 336.0, \"total_sessions\": 3, \"mean_week_duration\": 1.608}, \"72153\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-01-19 06:08:18.000000+00:00\", \"2020-10-01 12:07:11.000000+00:00\"], \"session_ids\": [\"2dea8bbd-3d16-4a8e-a6c4-4f6ccd4d05ae\", \"40011b72-f166-4afb-9516-704d152783f4\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.217}, \"14738\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-09-08 06:28:36.000000+00:00\", \"2020-09-10 18:23:29.000000+00:00\", \"2019-11-28 02:56:12.000000+00:00\"], \"session_ids\": [\"400145d1-e4ad-49cd-b153-70b7252e5a43\", \"b3fe3cb1-d000-407a-994c-523ee3384ddc\", \"6c154561-9d68-4f45-8609-9ad6be26464f\"], \"total_duration\": 43.0, \"total_sessions\": 3, \"mean_week_duration\": 0.462}, \"92244\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-04-30 16:22:18.000000+00:00\", \"2021-08-25 03:03:40.000000+00:00\"], \"session_ids\": [\"897b28dc-b144-412a-bb1c-99ba76384b75\", \"8cbfbd15-6575-464e-97e4-3892cc8bc4fd\"], \"total_duration\": 472.0, \"total_sessions\": 2, \"mean_week_duration\": 6.841}, \"89667\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-21 03:56:11.000000+00:00\", \"2021-08-09 00:03:30.000000+00:00\", \"2022-06-30 21:37:49.000000+00:00\", \"2021-06-10 05:53:20.000000+00:00\", \"2022-05-23 20:50:19.000000+00:00\", \"2019-06-06 18:46:12.000000+00:00\"], \"session_ids\": [\"1df1d695-2716-48b5-bac2-5adc8141b4cc\", \"42f24ac3-6397-441f-806a-4eed707d55bd\", \"21da0aaa-5e78-48dd-bd69-41d9510e615c\", \"57b3652b-7504-4e78-9715-f57b3fef94c3\", \"c45513df-9482-418a-a7f7-44169a38d679\", \"98d0abb4-70a0-4459-bc44-c46837b184ce\"], \"total_duration\": 48.0, \"total_sessions\": 6, \"mean_week_duration\": 0.3}, \"8695\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2019-09-02 05:07:08.000000+00:00\", \"2021-04-15 00:21:06.000000+00:00\", \"2021-10-06 08:01:15.000000+00:00\", \"2019-09-30 07:49:19.000000+00:00\", \"2022-10-07 09:15:55.000000+00:00\"], \"session_ids\": [\"9a8504b4-7415-4f87-bd9e-22ede7f2e680\", \"a9cfce5a-8f77-429d-b49b-cfbb1bd78409\", \"db08bef2-5627-424d-a069-800ed4b8df7f\", \"b654df97-2846-49fe-a47e-cb99aca0c8d9\", \"9c779cec-dc45-4d19-900a-b738562d9f71\"], \"total_duration\": 93.0, \"total_sessions\": 5, \"mean_week_duration\": 0.574}, \"6367\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-02-06 10:06:19.000000+00:00\", \"2023-03-26 11:09:30.000000+00:00\", \"2019-09-18 12:46:39.000000+00:00\"], \"session_ids\": [\"243d82e3-7a83-4b12-ae8d-4b1aac40fa66\", \"cc3894a8-37b3-4d6c-933d-75bb3a541e7c\", \"546df1b2-5dc6-4d9c-967b-e78e139c68cd\"], \"total_duration\": 134.0, \"total_sessions\": 3, \"mean_week_duration\": 0.728}, \"43600\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-06-30 03:52:00.000000+00:00\", \"2022-11-17 00:05:00.000000+00:00\", \"2023-06-25 06:45:33.000000+00:00\", \"2020-06-13 10:15:57.000000+00:00\"], \"session_ids\": [\"fbdb3bd1-227a-460f-b77d-7e38cf02d795\", \"1d61a0b3-4a66-4a4a-86d7-6bffbfb26e8d\", \"ec87ab25-2c67-4d83-bf95-d19228cb61bd\", \"3682a67f-72ef-438e-b796-6d60b6c4b347\"], \"total_duration\": 1216.0, \"total_sessions\": 4, \"mean_week_duration\": 7.648}, \"14342\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-09-29 14:58:39.000000+00:00\", \"2021-05-23 12:56:03.000000+00:00\"], \"session_ids\": [\"4721abeb-8d75-4c61-807e-7260958a3d93\", \"c6bbfdd1-6033-4b51-9993-42fb8415ec25\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 1.254}, \"98356\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-08 04:25:49.000000+00:00\", \"2020-09-24 09:59:12.000000+00:00\"], \"session_ids\": [\"9ab31340-9f67-46b8-81a4-df5386fd9d44\", \"be8489cd-253c-4061-b6de-247757b5a361\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 46.714}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are less than 1899 and are greater than 3280"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"total_duration\": [[1899, 3280]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"34714\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-01-18 02:47:54.000000+00:00\", \"2019-01-18 09:12:02.000000+00:00\", \"2021-03-25 18:36:24.000000+00:00\"], \"session_ids\": [\"61c1bb0e-f9c9-4e16-b3e1-6e8be5c9a456\", \"121a37c4-0bdf-4c5d-ab3c-d89be84dbe12\", \"48db2d82-2732-4ecb-b698-aaffc97f0749\"], \"total_duration\": 336.0, \"total_sessions\": 3, \"mean_week_duration\": 1.608}, \"72153\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-01-19 06:08:18.000000+00:00\", \"2020-10-01 12:07:11.000000+00:00\"], \"session_ids\": [\"2dea8bbd-3d16-4a8e-a6c4-4f6ccd4d05ae\", \"40011b72-f166-4afb-9516-704d152783f4\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.217}, \"14738\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-09-08 06:28:36.000000+00:00\", \"2020-09-10 18:23:29.000000+00:00\", \"2019-11-28 02:56:12.000000+00:00\"], \"session_ids\": [\"400145d1-e4ad-49cd-b153-70b7252e5a43\", \"b3fe3cb1-d000-407a-994c-523ee3384ddc\", \"6c154561-9d68-4f45-8609-9ad6be26464f\"], \"total_duration\": 43.0, \"total_sessions\": 3, \"mean_week_duration\": 0.462}, \"92244\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-04-30 16:22:18.000000+00:00\", \"2021-08-25 03:03:40.000000+00:00\"], \"session_ids\": [\"897b28dc-b144-412a-bb1c-99ba76384b75\", \"8cbfbd15-6575-464e-97e4-3892cc8bc4fd\"], \"total_duration\": 472.0, \"total_sessions\": 2, \"mean_week_duration\": 6.841}, \"89667\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-21 03:56:11.000000+00:00\", \"2021-08-09 00:03:30.000000+00:00\", \"2022-06-30 21:37:49.000000+00:00\", \"2021-06-10 05:53:20.000000+00:00\", \"2022-05-23 20:50:19.000000+00:00\", \"2019-06-06 18:46:12.000000+00:00\"], \"session_ids\": [\"1df1d695-2716-48b5-bac2-5adc8141b4cc\", \"42f24ac3-6397-441f-806a-4eed707d55bd\", \"21da0aaa-5e78-48dd-bd69-41d9510e615c\", \"57b3652b-7504-4e78-9715-f57b3fef94c3\", \"c45513df-9482-418a-a7f7-44169a38d679\", \"98d0abb4-70a0-4459-bc44-c46837b184ce\"], \"total_duration\": 48.0, \"total_sessions\": 6, \"mean_week_duration\": 0.3}, \"8695\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2019-09-02 05:07:08.000000+00:00\", \"2021-04-15 00:21:06.000000+00:00\", \"2021-10-06 08:01:15.000000+00:00\", \"2019-09-30 07:49:19.000000+00:00\", \"2022-10-07 09:15:55.000000+00:00\"], \"session_ids\": [\"9a8504b4-7415-4f87-bd9e-22ede7f2e680\", \"a9cfce5a-8f77-429d-b49b-cfbb1bd78409\", \"db08bef2-5627-424d-a069-800ed4b8df7f\", \"b654df97-2846-49fe-a47e-cb99aca0c8d9\", \"9c779cec-dc45-4d19-900a-b738562d9f71\"], \"total_duration\": 93.0, \"total_sessions\": 5, \"mean_week_duration\": 0.574}, \"6367\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-02-06 10:06:19.000000+00:00\", \"2023-03-26 11:09:30.000000+00:00\", \"2019-09-18 12:46:39.000000+00:00\"], \"session_ids\": [\"243d82e3-7a83-4b12-ae8d-4b1aac40fa66\", \"cc3894a8-37b3-4d6c-933d-75bb3a541e7c\", \"546df1b2-5dc6-4d9c-967b-e78e139c68cd\"], \"total_duration\": 134.0, \"total_sessions\": 3, \"mean_week_duration\": 0.728}, \"43600\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-06-30 03:52:00.000000+00:00\", \"2022-11-17 00:05:00.000000+00:00\", \"2023-06-25 06:45:33.000000+00:00\", \"2020-06-13 10:15:57.000000+00:00\"], \"session_ids\": [\"fbdb3bd1-227a-460f-b77d-7e38cf02d795\", \"1d61a0b3-4a66-4a4a-86d7-6bffbfb26e8d\", \"ec87ab25-2c67-4d83-bf95-d19228cb61bd\", \"3682a67f-72ef-438e-b796-6d60b6c4b347\"], \"total_duration\": 1216.0, \"total_sessions\": 4, \"mean_week_duration\": 7.648}, \"14342\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-09-29 14:58:39.000000+00:00\", \"2021-05-23 12:56:03.000000+00:00\"], \"session_ids\": [\"4721abeb-8d75-4c61-807e-7260958a3d93\", \"c6bbfdd1-6033-4b51-9993-42fb8415ec25\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 1.254}, \"98356\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-08 04:25:49.000000+00:00\", \"2020-09-24 09:59:12.000000+00:00\"], \"session_ids\": [\"9ab31340-9f67-46b8-81a4-df5386fd9d44\", \"be8489cd-253c-4061-b6de-247757b5a361\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 46.714}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"8695\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2019-09-02 05:07:08.000000+00:00\", \"2021-04-15 00:21:06.000000+00:00\", \"2021-10-06 08:01:15.000000+00:00\", \"2019-09-30 07:49:19.000000+00:00\", \"2022-10-07 09:15:55.000000+00:00\"], \"session_ids\": [\"9a8504b4-7415-4f87-bd9e-22ede7f2e680\", \"a9cfce5a-8f77-429d-b49b-cfbb1bd78409\", \"db08bef2-5627-424d-a069-800ed4b8df7f\", \"b654df97-2846-49fe-a47e-cb99aca0c8d9\", \"9c779cec-dc45-4d19-900a-b738562d9f71\"], \"total_duration\": 93.0, \"total_sessions\": 5, \"mean_week_duration\": 0.574}}, {\"6367\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-02-06 10:06:19.000000+00:00\", \"2023-03-26 11:09:30.000000+00:00\", \"2019-09-18 12:46:39.000000+00:00\"], \"session_ids\": [\"243d82e3-7a83-4b12-ae8d-4b1aac40fa66\", \"cc3894a8-37b3-4d6c-933d-75bb3a541e7c\", \"546df1b2-5dc6-4d9c-967b-e78e139c68cd\"], \"total_duration\": 134.0, \"total_sessions\": 3, \"mean_week_duration\": 0.728}}, {\"34714\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-01-18 02:47:54.000000+00:00\", \"2019-01-18 09:12:02.000000+00:00\", \"2021-03-25 18:36:24.000000+00:00\"], \"session_ids\": [\"61c1bb0e-f9c9-4e16-b3e1-6e8be5c9a456\", \"121a37c4-0bdf-4c5d-ab3c-d89be84dbe12\", \"48db2d82-2732-4ecb-b698-aaffc97f0749\"], \"total_duration\": 336.0, \"total_sessions\": 3, \"mean_week_duration\": 1.608}}, {\"98356\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-08 04:25:49.000000+00:00\", \"2020-09-24 09:59:12.000000+00:00\"], \"session_ids\": [\"9ab31340-9f67-46b8-81a4-df5386fd9d44\", \"be8489cd-253c-4061-b6de-247757b5a361\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 46.714}}, {\"14738\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-09-08 06:28:36.000000+00:00\", \"2020-09-10 18:23:29.000000+00:00\", \"2019-11-28 02:56:12.000000+00:00\"], \"session_ids\": [\"400145d1-e4ad-49cd-b153-70b7252e5a43\", \"b3fe3cb1-d000-407a-994c-523ee3384ddc\", \"6c154561-9d68-4f45-8609-9ad6be26464f\"], \"total_duration\": 43.0, \"total_sessions\": 3, \"mean_week_duration\": 0.462}}, {\"89667\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-21 03:56:11.000000+00:00\", \"2021-08-09 00:03:30.000000+00:00\", \"2022-06-30 21:37:49.000000+00:00\", \"2021-06-10 05:53:20.000000+00:00\", \"2022-05-23 20:50:19.000000+00:00\", \"2019-06-06 18:46:12.000000+00:00\"], \"session_ids\": [\"1df1d695-2716-48b5-bac2-5adc8141b4cc\", \"42f24ac3-6397-441f-806a-4eed707d55bd\", \"21da0aaa-5e78-48dd-bd69-41d9510e615c\", \"57b3652b-7504-4e78-9715-f57b3fef94c3\", \"c45513df-9482-418a-a7f7-44169a38d679\", \"98d0abb4-70a0-4459-bc44-c46837b184ce\"], \"total_duration\": 48.0, \"total_sessions\": 6, \"mean_week_duration\": 0.3}}, {\"72153\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-01-19 06:08:18.000000+00:00\", \"2020-10-01 12:07:11.000000+00:00\"], \"session_ids\": [\"2dea8bbd-3d16-4a8e-a6c4-4f6ccd4d05ae\", \"40011b72-f166-4afb-9516-704d152783f4\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.217}}, {\"14342\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-09-29 14:58:39.000000+00:00\", \"2021-05-23 12:56:03.000000+00:00\"], \"session_ids\": [\"4721abeb-8d75-4c61-807e-7260958a3d93\", \"c6bbfdd1-6033-4b51-9993-42fb8415ec25\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 1.254}}, {\"43600\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-06-30 03:52:00.000000+00:00\", \"2022-11-17 00:05:00.000000+00:00\", \"2023-06-25 06:45:33.000000+00:00\", \"2020-06-13 10:15:57.000000+00:00\"], \"session_ids\": [\"fbdb3bd1-227a-460f-b77d-7e38cf02d795\", \"1d61a0b3-4a66-4a4a-86d7-6bffbfb26e8d\", \"ec87ab25-2c67-4d83-bf95-d19228cb61bd\", \"3682a67f-72ef-438e-b796-6d60b6c4b347\"], \"total_duration\": 1216.0, \"total_sessions\": 4, \"mean_week_duration\": 7.648}}, {\"92244\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-04-30 16:22:18.000000+00:00\", \"2021-08-25 03:03:40.000000+00:00\"], \"session_ids\": [\"897b28dc-b144-412a-bb1c-99ba76384b75\", \"8cbfbd15-6575-464e-97e4-3892cc8bc4fd\"], \"total_duration\": 472.0, \"total_sessions\": 2, \"mean_week_duration\": 6.841}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 8 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"8695\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2019-09-02 05:07:08.000000+00:00\", \"2021-04-15 00:21:06.000000+00:00\", \"2021-10-06 08:01:15.000000+00:00\", \"2019-09-30 07:49:19.000000+00:00\", \"2022-10-07 09:15:55.000000+00:00\"], \"session_ids\": [\"9a8504b4-7415-4f87-bd9e-22ede7f2e680\", \"a9cfce5a-8f77-429d-b49b-cfbb1bd78409\", \"db08bef2-5627-424d-a069-800ed4b8df7f\", \"b654df97-2846-49fe-a47e-cb99aca0c8d9\", \"9c779cec-dc45-4d19-900a-b738562d9f71\"], \"total_duration\": 93.0, \"total_sessions\": 5, \"mean_week_duration\": 0.574}}, {\"6367\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-02-06 10:06:19.000000+00:00\", \"2023-03-26 11:09:30.000000+00:00\", \"2019-09-18 12:46:39.000000+00:00\"], \"session_ids\": [\"243d82e3-7a83-4b12-ae8d-4b1aac40fa66\", \"cc3894a8-37b3-4d6c-933d-75bb3a541e7c\", \"546df1b2-5dc6-4d9c-967b-e78e139c68cd\"], \"total_duration\": 134.0, \"total_sessions\": 3, \"mean_week_duration\": 0.728}}, {\"34714\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-01-18 02:47:54.000000+00:00\", \"2019-01-18 09:12:02.000000+00:00\", \"2021-03-25 18:36:24.000000+00:00\"], \"session_ids\": [\"61c1bb0e-f9c9-4e16-b3e1-6e8be5c9a456\", \"121a37c4-0bdf-4c5d-ab3c-d89be84dbe12\", \"48db2d82-2732-4ecb-b698-aaffc97f0749\"], \"total_duration\": 336.0, \"total_sessions\": 3, \"mean_week_duration\": 1.608}}, {\"98356\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-08 04:25:49.000000+00:00\", \"2020-09-24 09:59:12.000000+00:00\"], \"session_ids\": [\"9ab31340-9f67-46b8-81a4-df5386fd9d44\", \"be8489cd-253c-4061-b6de-247757b5a361\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 46.714}}, {\"14738\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-09-08 06:28:36.000000+00:00\", \"2020-09-10 18:23:29.000000+00:00\", \"2019-11-28 02:56:12.000000+00:00\"], \"session_ids\": [\"400145d1-e4ad-49cd-b153-70b7252e5a43\", \"b3fe3cb1-d000-407a-994c-523ee3384ddc\", \"6c154561-9d68-4f45-8609-9ad6be26464f\"], \"total_duration\": 43.0, \"total_sessions\": 3, \"mean_week_duration\": 0.462}}, {\"89667\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-21 03:56:11.000000+00:00\", \"2021-08-09 00:03:30.000000+00:00\", \"2022-06-30 21:37:49.000000+00:00\", \"2021-06-10 05:53:20.000000+00:00\", \"2022-05-23 20:50:19.000000+00:00\", \"2019-06-06 18:46:12.000000+00:00\"], \"session_ids\": [\"1df1d695-2716-48b5-bac2-5adc8141b4cc\", \"42f24ac3-6397-441f-806a-4eed707d55bd\", \"21da0aaa-5e78-48dd-bd69-41d9510e615c\", \"57b3652b-7504-4e78-9715-f57b3fef94c3\", \"c45513df-9482-418a-a7f7-44169a38d679\", \"98d0abb4-70a0-4459-bc44-c46837b184ce\"], \"total_duration\": 48.0, \"total_sessions\": 6, \"mean_week_duration\": 0.3}}, {\"72153\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-01-19 06:08:18.000000+00:00\", \"2020-10-01 12:07:11.000000+00:00\"], \"session_ids\": [\"2dea8bbd-3d16-4a8e-a6c4-4f6ccd4d05ae\", \"40011b72-f166-4afb-9516-704d152783f4\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.217}}, {\"14342\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-09-29 14:58:39.000000+00:00\", \"2021-05-23 12:56:03.000000+00:00\"], \"session_ids\": [\"4721abeb-8d75-4c61-807e-7260958a3d93\", \"c6bbfdd1-6033-4b51-9993-42fb8415ec25\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 1.254}}]\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[{\"8695\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2019-09-02 05:07:08.000000+00:00\", \"2021-04-15 00:21:06.000000+00:00\", \"2021-10-06 08:01:15.000000+00:00\", \"2019-09-30 07:49:19.000000+00:00\", \"2022-10-07 09:15:55.000000+00:00\"], \"session_ids\": [\"9a8504b4-7415-4f87-bd9e-22ede7f2e680\", \"a9cfce5a-8f77-429d-b49b-cfbb1bd78409\", \"db08bef2-5627-424d-a069-800ed4b8df7f\", \"b654df97-2846-49fe-a47e-cb99aca0c8d9\", \"9c779cec-dc45-4d19-900a-b738562d9f71\"], \"total_duration\": 93.0, \"total_sessions\": 5, \"mean_week_duration\": 0.574}}, {\"6367\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-02-06 10:06:19.000000+00:00\", \"2023-03-26 11:09:30.000000+00:00\", \"2019-09-18 12:46:39.000000+00:00\"], \"session_ids\": [\"243d82e3-7a83-4b12-ae8d-4b1aac40fa66\", \"cc3894a8-37b3-4d6c-933d-75bb3a541e7c\", \"546df1b2-5dc6-4d9c-967b-e78e139c68cd\"], \"total_duration\": 134.0, \"total_sessions\": 3, \"mean_week_duration\": 0.728}}, {\"34714\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-01-18 02:47:54.000000+00:00\", \"2019-01-18 09:12:02.000000+00:00\", \"2021-03-25 18:36:24.000000+00:00\"], \"session_ids\": [\"61c1bb0e-f9c9-4e16-b3e1-6e8be5c9a456\", \"121a37c4-0bdf-4c5d-ab3c-d89be84dbe12\", \"48db2d82-2732-4ecb-b698-aaffc97f0749\"], \"total_duration\": 336.0, \"total_sessions\": 3, \"mean_week_duration\": 1.608}}, {\"98356\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-08 04:25:49.000000+00:00\", \"2020-09-24 09:59:12.000000+00:00\"], \"session_ids\": [\"9ab31340-9f67-46b8-81a4-df5386fd9d44\", \"be8489cd-253c-4061-b6de-247757b5a361\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 46.714}}, {\"14738\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-09-08 06:28:36.000000+00:00\", \"2020-09-10 18:23:29.000000+00:00\", \"2019-11-28 02:56:12.000000+00:00\"], \"session_ids\": [\"400145d1-e4ad-49cd-b153-70b7252e5a43\", \"b3fe3cb1-d000-407a-994c-523ee3384ddc\", \"6c154561-9d68-4f45-8609-9ad6be26464f\"], \"total_duration\": 43.0, \"total_sessions\": 3, \"mean_week_duration\": 0.462}}, {\"89667\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-21 03:56:11.000000+00:00\", \"2021-08-09 00:03:30.000000+00:00\", \"2022-06-30 21:37:49.000000+00:00\", \"2021-06-10 05:53:20.000000+00:00\", \"2022-05-23 20:50:19.000000+00:00\", \"2019-06-06 18:46:12.000000+00:00\"], \"session_ids\": [\"1df1d695-2716-48b5-bac2-5adc8141b4cc\", \"42f24ac3-6397-441f-806a-4eed707d55bd\", \"21da0aaa-5e78-48dd-bd69-41d9510e615c\", \"57b3652b-7504-4e78-9715-f57b3fef94c3\", \"c45513df-9482-418a-a7f7-44169a38d679\", \"98d0abb4-70a0-4459-bc44-c46837b184ce\"], \"total_duration\": 48.0, \"total_sessions\": 6, \"mean_week_duration\": 0.3}}, {\"72153\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-01-19 06:08:18.000000+00:00\", \"2020-10-01 12:07:11.000000+00:00\"], \"session_ids\": [\"2dea8bbd-3d16-4a8e-a6c4-4f6ccd4d05ae\", \"40011b72-f166-4afb-9516-704d152783f4\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.217}}, {\"14342\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-09-29 14:58:39.000000+00:00\", \"2021-05-23 12:56:03.000000+00:00\"], \"session_ids\": [\"4721abeb-8d75-4c61-807e-7260958a3d93\", \"c6bbfdd1-6033-4b51-9993-42fb8415ec25\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 1.254}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about 3 users who have sum of sessions less than 3 (not including) , do sorting by average_week_duration in desc."
}
] |
[
{
"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{\"9228\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-11-09 00:34:18.000000+00:00\", \"2022-06-30 09:17:44.000000+00:00\", \"2019-11-12 21:03:13.000000+00:00\", \"2019-05-22 06:43:00.000000+00:00\", \"2021-08-11 14:07:39.000000+00:00\", \"2023-02-02 18:50:30.000000+00:00\", \"2020-01-13 12:52:39.000000+00:00\"], \"session_ids\": [\"989ce673-a7c6-4c59-8e8b-ac34f8cfb37f\", \"73c77c1e-a57d-4586-818a-5f7674ce2c74\", \"e3846e27-a06e-4a17-b4f5-51c022d855a0\", \"01ee16d3-cfad-45ce-9f46-ea457637db33\", \"27bf05fb-8795-487b-9de6-f54affe0647f\", \"75cbf862-6b28-4f1c-ab75-2b2110d95356\", \"139172d9-b244-4243-ba55-56aa97c3bb35\"], \"total_duration\": 7856.0, \"total_sessions\": 7, \"mean_week_duration\": 40.495}, \"1095\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-06-27 17:15:25.000000+00:00\", \"2022-11-07 14:34:58.000000+00:00\", \"2020-03-01 18:10:30.000000+00:00\", \"2021-05-10 09:24:54.000000+00:00\", \"2020-03-25 11:58:50.000000+00:00\"], \"session_ids\": [\"6a6b40df-3529-4b3a-90ad-bab7c380731c\", \"f525e9a9-845b-45e1-aa7d-2189dfced33b\", \"8e772d51-1c47-49fb-ba7c-8337d58ef38f\", \"568d8d79-a12e-4ab1-9db5-c71d2946e417\", \"751114d3-44ff-47e2-9c9b-0cf3b1ea8655\"], \"total_duration\": 1553.0, \"total_sessions\": 5, \"mean_week_duration\": 8.925}, \"66032\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-10-22 00:37:44.000000+00:00\", \"2019-03-30 22:59:20.000000+00:00\"], \"session_ids\": [\"87944137-4b48-418f-b108-e6f72b925766\", \"c5880500-788d-4110-89d7-1f4e82285c3e\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 0.604}, \"89005\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-04-14 04:01:56.000000+00:00\", \"2019-10-31 14:02:58.000000+00:00\", \"2023-02-24 14:32:18.000000+00:00\", \"2022-06-04 22:03:00.000000+00:00\", \"2023-05-19 17:45:00.000000+00:00\"], \"session_ids\": [\"5d65e9a5-4a5d-4f5c-844e-926ca03d568e\", \"cd842a79-8b42-48cc-b257-3fd5ccab8fcf\", \"80662138-e50f-482a-bfca-1c64c30fb096\", \"0adcf1ca-5b68-4484-8765-c3f754d64263\", \"e89f1ce2-b6e2-4bc0-8cfb-eb37b4ea9557\"], \"total_duration\": 1474.0, \"total_sessions\": 5, \"mean_week_duration\": 7.925}, \"78698\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-10-04 08:11:42.000000+00:00\", \"2019-12-09 18:43:40.000000+00:00\", \"2021-05-02 20:37:10.000000+00:00\", \"2021-03-03 23:58:25.000000+00:00\", \"2020-07-13 22:29:42.000000+00:00\", \"2023-04-06 01:27:53.000000+00:00\"], \"session_ids\": [\"d6b78f1c-cb2b-48ff-aea7-a123401436d5\", \"13f8b9e3-355b-458a-b42b-2a51c6667ae5\", \"ca83f17f-b4e3-4f5b-9da1-b7e3c3562744\", \"d85609d6-033a-4c6b-8d1b-ffc2c5891114\", \"237d90e8-4707-434e-83a3-c2574e869b03\", \"12346590-5109-4f91-abaa-2ff1bf1ac887\"], \"total_duration\": 1133.0, \"total_sessions\": 6, \"mean_week_duration\": 6.511}, \"63918\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2019-06-06 12:30:15.000000+00:00\", \"2023-03-11 20:15:26.000000+00:00\", \"2020-01-20 15:29:41.000000+00:00\", \"2022-12-30 07:53:18.000000+00:00\", \"2021-02-04 12:32:22.000000+00:00\", \"2020-05-15 09:46:36.000000+00:00\", \"2023-05-14 17:18:11.000000+00:00\", \"2022-07-31 08:23:48.000000+00:00\", \"2021-05-11 05:41:00.000000+00:00\", \"2022-09-21 20:45:47.000000+00:00\"], \"session_ids\": [\"687ef4e6-fdd1-408c-96bd-6b9ef14c221f\", \"e75d78b7-b5c0-4ab0-a901-c10bccc0e286\", \"3ea43cf2-d653-4b64-9f10-f4baad6ee477\", \"50306df5-e670-4e90-be5a-8d53a5c09fff\", \"58ac16da-81e9-4003-90b0-bd930145eb2b\", \"eb7ca213-5d68-4a66-b689-5e6c0bc228f5\", \"980a7f27-ca8d-4be6-8b3b-6e81536879a2\", \"ceb872ee-ce8c-4467-8106-862343b4d5d2\", \"f3baa382-ba54-420f-bd84-ece3d19c614a\", \"43b35c97-82ae-4070-9a23-3b020bf21f69\"], \"total_duration\": 1368.0, \"total_sessions\": 10, \"mean_week_duration\": 6.641}, \"91249\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-09 13:31:39.000000+00:00\", \"2020-06-09 17:59:00.000000+00:00\", \"2019-01-16 18:45:36.000000+00:00\", \"2020-07-19 13:51:58.000000+00:00\", \"2019-02-14 08:46:08.000000+00:00\"], \"session_ids\": [\"9d3be4e6-5b43-4739-a1f1-e2a5c6fe9883\", \"f71884d4-230b-486c-b2cc-7fee5e92e039\", \"e746f513-f99c-4673-8af8-f782c2c5dac3\", \"d02f0776-0c3c-4a05-be28-dd60d8584c70\", \"8417cf94-1023-4f95-be31-fb8ac979664f\"], \"total_duration\": 1075.0, \"total_sessions\": 5, \"mean_week_duration\": 5.628}, \"86873\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-07-21 16:42:43.000000+00:00\", \"2020-10-07 01:52:06.000000+00:00\"], \"session_ids\": [\"d46aff19-ab6a-488c-9897-4a62c3801b7e\", \"67820899-8528-43ee-b373-89917eccc67a\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.574}, \"34129\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 4, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-06-30 02:28:14.000000+00:00\", \"2022-10-01 01:53:30.000000+00:00\"], \"session_ids\": [\"6d15d3db-19ac-4b8f-ade0-f21462e2ec0b\", \"5a301058-b52a-446e-a22e-83db2e99c8b9\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.335}, \"83103\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-06-30 10:03:46.000000+00:00\", \"2020-07-27 22:10:35.000000+00:00\", \"2023-05-27 09:08:53.000000+00:00\"], \"session_ids\": [\"9a2ede17-2300-44e6-9fdd-2ff198ad0f65\", \"1003c00e-bba5-43b6-8f73-00006dc5c539\", \"6f202be8-6c17-49e6-a64d-3519e7580cbb\"], \"total_duration\": 569.0, \"total_sessions\": 3, \"mean_week_duration\": 3.743}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are less than 3"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\"]]}, \"all_values\": {\"total_sessions\": [[3, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"66032\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-10-22 00:37:44.000000+00:00\", \"2019-03-30 22:59:20.000000+00:00\"], \"session_ids\": [\"87944137-4b48-418f-b108-e6f72b925766\", \"c5880500-788d-4110-89d7-1f4e82285c3e\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 0.604}, \"86873\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-07-21 16:42:43.000000+00:00\", \"2020-10-07 01:52:06.000000+00:00\"], \"session_ids\": [\"d46aff19-ab6a-488c-9897-4a62c3801b7e\", \"67820899-8528-43ee-b373-89917eccc67a\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.574}, \"34129\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 4, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-06-30 02:28:14.000000+00:00\", \"2022-10-01 01:53:30.000000+00:00\"], \"session_ids\": [\"6d15d3db-19ac-4b8f-ade0-f21462e2ec0b\", \"5a301058-b52a-446e-a22e-83db2e99c8b9\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.335}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"66032\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-10-22 00:37:44.000000+00:00\", \"2019-03-30 22:59:20.000000+00:00\"], \"session_ids\": [\"87944137-4b48-418f-b108-e6f72b925766\", \"c5880500-788d-4110-89d7-1f4e82285c3e\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 0.604}}, {\"86873\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-07-21 16:42:43.000000+00:00\", \"2020-10-07 01:52:06.000000+00:00\"], \"session_ids\": [\"d46aff19-ab6a-488c-9897-4a62c3801b7e\", \"67820899-8528-43ee-b373-89917eccc67a\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.574}}, {\"34129\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 4, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-06-30 02:28:14.000000+00:00\", \"2022-10-01 01:53:30.000000+00:00\"], \"session_ids\": [\"6d15d3db-19ac-4b8f-ade0-f21462e2ec0b\", \"5a301058-b52a-446e-a22e-83db2e99c8b9\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.335}}]\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[{\"66032\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-10-22 00:37:44.000000+00:00\", \"2019-03-30 22:59:20.000000+00:00\"], \"session_ids\": [\"87944137-4b48-418f-b108-e6f72b925766\", \"c5880500-788d-4110-89d7-1f4e82285c3e\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 0.604}}, {\"86873\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-07-21 16:42:43.000000+00:00\", \"2020-10-07 01:52:06.000000+00:00\"], \"session_ids\": [\"d46aff19-ab6a-488c-9897-4a62c3801b7e\", \"67820899-8528-43ee-b373-89917eccc67a\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.574}}, {\"34129\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 4, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-06-30 02:28:14.000000+00:00\", \"2022-10-01 01:53:30.000000+00:00\"], \"session_ids\": [\"6d15d3db-19ac-4b8f-ade0-f21462e2ec0b\", \"5a301058-b52a-446e-a22e-83db2e99c8b9\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.335}}]\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[{\"66032\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-10-22 00:37:44.000000+00:00\", \"2019-03-30 22:59:20.000000+00:00\"], \"session_ids\": [\"87944137-4b48-418f-b108-e6f72b925766\", \"c5880500-788d-4110-89d7-1f4e82285c3e\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 0.604}}, {\"86873\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-07-21 16:42:43.000000+00:00\", \"2020-10-07 01:52:06.000000+00:00\"], \"session_ids\": [\"d46aff19-ab6a-488c-9897-4a62c3801b7e\", \"67820899-8528-43ee-b373-89917eccc67a\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.574}}, {\"34129\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 4, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-06-30 02:28:14.000000+00:00\", \"2022-10-01 01:53:30.000000+00:00\"], \"session_ids\": [\"6d15d3db-19ac-4b8f-ade0-f21462e2ec0b\", \"5a301058-b52a-446e-a22e-83db2e99c8b9\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.335}}]\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 who aren't residing in cities London, Bridgetown, Lisbon, Belize City, Warsaw, Havana, Paris plus apply sorting by total sessoins count descending also display me only 4 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"55974\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-02-06 00:00:01.000000+00:00\", \"2022-08-10 01:20:55.000000+00:00\", \"2019-12-06 14:13:31.000000+00:00\", \"2020-08-11 10:14:05.000000+00:00\"], \"session_ids\": [\"36fd9d52-6912-4e4e-a7f1-af17f56a16a2\", \"228777ab-202e-41be-b708-b15bded727b1\", \"6e3b9e7c-bc43-413b-a10b-34f8424e91d0\", \"ba49cae3-d247-4d3b-8828-fcb0911c9494\"], \"total_duration\": 426.0, \"total_sessions\": 4, \"mean_week_duration\": 3.043}, \"9905\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-01-19 19:34:31.000000+00:00\", \"2023-03-20 23:38:55.000000+00:00\"], \"session_ids\": [\"beac927b-c796-4691-bf6a-43c0f4aeb1e0\", \"2a5600eb-a36b-49fd-8782-aa7205bd5179\"], \"total_duration\": 419.0, \"total_sessions\": 2, \"mean_week_duration\": 3.708}, \"97548\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-07-27 17:58:39.000000+00:00\", \"2019-04-09 17:02:17.000000+00:00\", \"2019-08-29 14:38:36.000000+00:00\", \"2022-06-19 01:38:33.000000+00:00\", \"2023-01-23 09:13:08.000000+00:00\", \"2019-06-03 09:36:33.000000+00:00\", \"2019-03-18 17:41:24.000000+00:00\", \"2019-04-10 18:26:08.000000+00:00\", \"2019-12-07 15:39:24.000000+00:00\"], \"session_ids\": [\"75e6e789-9a20-4eb3-bc09-4fc20ac798e5\", \"c4c3e367-de8e-48e4-a032-7332eb38ca5b\", \"6a6b331c-429c-4c9c-917f-6af1b62d500e\", \"d67c8f8b-b1c3-443e-b7ff-22fa6f264ab3\", \"37ef0bef-08d4-4495-a741-435965f59f80\", \"4dd0d974-f4c6-426d-b71a-f381f5bc8127\", \"c77f98c7-3821-44d7-bbfe-01f5ab57cfdb\", \"d1df2d38-be7b-420a-81bc-93bc3caf8915\", \"fa8c1e94-fdd6-4679-a2fd-b3da95edea1a\"], \"total_duration\": 2067.0, \"total_sessions\": 9, \"mean_week_duration\": 10.284}, \"64718\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-05-06 05:10:47.000000+00:00\", \"2020-01-14 18:50:15.000000+00:00\", \"2019-05-01 08:29:13.000000+00:00\"], \"session_ids\": [\"2917d326-1781-4c43-9cd6-0c665f3bc3f6\", \"80f01d51-1ccc-45fe-8580-b842baaa4e32\", \"4e65530c-5083-4049-b419-41c5eff3fe7c\"], \"total_duration\": 532.0, \"total_sessions\": 3, \"mean_week_duration\": 3.367}, \"15730\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-08-01 10:46:42.000000+00:00\", \"2019-12-29 00:49:26.000000+00:00\", \"2021-10-29 11:36:24.000000+00:00\", \"2020-05-06 07:32:50.000000+00:00\", \"2023-04-11 08:32:07.000000+00:00\", \"2020-07-30 04:34:11.000000+00:00\", \"2019-11-29 23:27:11.000000+00:00\"], \"session_ids\": [\"c6482897-1327-4f31-80b0-792a31003f6f\", \"71b1eb35-50fb-4913-bf75-77da28435095\", \"a83e2ca8-4175-484e-a100-fa7ceb46abd6\", \"39eb32a2-0f6f-4629-8115-4f49b1a9b9bf\", \"69a47c55-dc69-4d7a-80b2-f7473c7edac2\", \"031084d3-42c7-4c62-a455-ce93dd837d7f\", \"e637423f-c889-4ccd-bacc-ed5c0620d2c8\"], \"total_duration\": 2811.0, \"total_sessions\": 7, \"mean_week_duration\": 15.972}, \"7071\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-02-16 21:21:21.000000+00:00\", \"2022-07-03 19:48:02.000000+00:00\", \"2022-12-18 10:43:40.000000+00:00\", \"2022-10-01 00:01:01.000000+00:00\"], \"session_ids\": [\"0098122b-6667-49be-9f36-7c3000496487\", \"1932637e-72a5-4c23-bdcd-7323b3ee2fd9\", \"679066f2-cafc-4a3b-aced-78ff8749b802\", \"960dc80a-cbf1-4516-a760-aa439a37917f\"], \"total_duration\": 574.0, \"total_sessions\": 4, \"mean_week_duration\": 17.394}, \"92317\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-06-30 21:44:09.000000+00:00\", \"2021-10-18 10:51:52.000000+00:00\", \"2019-09-30 04:54:44.000000+00:00\", \"2022-04-26 08:33:37.000000+00:00\", \"2022-12-09 18:10:14.000000+00:00\", \"2020-11-28 14:57:50.000000+00:00\", \"2021-11-10 10:05:53.000000+00:00\", \"2021-06-24 23:29:08.000000+00:00\", \"2019-06-16 22:33:05.000000+00:00\"], \"session_ids\": [\"4cb8af91-d668-46fe-bc89-7a53a9f8a36f\", \"a6ef6b7d-9054-4827-8b7d-8c306321ea15\", \"c574ed64-3319-46f2-bb72-3ba7911c6c11\", \"67887b68-8ada-4609-9b00-87e14a936952\", \"dc29bcba-ea2e-4e02-a75e-932022e7d9e0\", \"c7deeec5-c5f4-4899-bca9-ce57b40afd1b\", \"3e2f739b-0385-4584-92ee-7aadc2d1c294\", \"2b00da52-de49-41d8-962f-fbb6da1369a1\", \"6cca1f4f-7250-41d4-9fb8-8134237e1b56\"], \"total_duration\": 13655.0, \"total_sessions\": 9, \"mean_week_duration\": 75.027}, \"12761\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-09-15 10:40:15.000000+00:00\", \"2021-02-22 22:05:38.000000+00:00\"], \"session_ids\": [\"417dce3c-8e5d-4ad3-9983-8f1a0c73600b\", \"3c6beadb-b17a-4c99-8e02-1e86b014c74f\"], \"total_duration\": 299.0, \"total_sessions\": 2, \"mean_week_duration\": 3.934}, \"59980\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-05-31 20:49:36.000000+00:00\", \"2022-03-25 21:11:59.000000+00:00\", \"2019-03-18 10:03:50.000000+00:00\", \"2022-06-15 11:39:29.000000+00:00\", \"2020-02-05 03:59:16.000000+00:00\", \"2022-08-16 01:31:10.000000+00:00\", \"2023-06-29 08:46:11.000000+00:00\", \"2020-11-11 18:05:53.000000+00:00\", \"2022-03-21 02:56:08.000000+00:00\"], \"session_ids\": [\"ec62da69-742c-41bf-b778-63294ccbe528\", \"6e627b3b-7497-48e2-b107-c106f0714600\", \"99eace91-3cb4-4d91-afd9-fed20404f473\", \"67ede1a7-8d2a-4152-8856-6444d3c1ba77\", \"d91058e2-2011-4477-a377-a36f22ffb778\", \"05d6e3a5-9590-4639-a41b-07b0d857b55e\", \"b7889dfd-38c7-44fd-9d2e-14ddfc089c0e\", \"3f176e32-666e-494b-998e-0ee6ac8ac30f\", \"8f967a5e-466a-482d-9df2-040e022d7448\"], \"total_duration\": 128.0, \"total_sessions\": 9, \"mean_week_duration\": 0.571}, \"84406\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-06-20 22:02:37.000000+00:00\", \"2022-09-16 19:51:50.000000+00:00\", \"2019-06-01 06:43:56.000000+00:00\"], \"session_ids\": [\"7a53666f-74c7-4e12-8e7e-3d47681c5ab5\", \"b95bdf98-6055-4fda-b703-9f532535520d\", \"c63c01f3-d8bb-45f1-8e3c-a77714f61067\"], \"total_duration\": 29.0, \"total_sessions\": 3, \"mean_week_duration\": 0.169}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not London, Bridgetown, Larebon, Belize City, Warsaw, Havana, Parare"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"London\", \"Bridgetown\", \"Lisbon\", \"Belize City\", \"Warsaw\", \"Havana\", \"Paris\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"55974\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-02-06 00:00:01.000000+00:00\", \"2022-08-10 01:20:55.000000+00:00\", \"2019-12-06 14:13:31.000000+00:00\", \"2020-08-11 10:14:05.000000+00:00\"], \"session_ids\": [\"36fd9d52-6912-4e4e-a7f1-af17f56a16a2\", \"228777ab-202e-41be-b708-b15bded727b1\", \"6e3b9e7c-bc43-413b-a10b-34f8424e91d0\", \"ba49cae3-d247-4d3b-8828-fcb0911c9494\"], \"total_duration\": 426.0, \"total_sessions\": 4, \"mean_week_duration\": 3.043}, \"9905\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-01-19 19:34:31.000000+00:00\", \"2023-03-20 23:38:55.000000+00:00\"], \"session_ids\": [\"beac927b-c796-4691-bf6a-43c0f4aeb1e0\", \"2a5600eb-a36b-49fd-8782-aa7205bd5179\"], \"total_duration\": 419.0, \"total_sessions\": 2, \"mean_week_duration\": 3.708}, \"97548\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-07-27 17:58:39.000000+00:00\", \"2019-04-09 17:02:17.000000+00:00\", \"2019-08-29 14:38:36.000000+00:00\", \"2022-06-19 01:38:33.000000+00:00\", \"2023-01-23 09:13:08.000000+00:00\", \"2019-06-03 09:36:33.000000+00:00\", \"2019-03-18 17:41:24.000000+00:00\", \"2019-04-10 18:26:08.000000+00:00\", \"2019-12-07 15:39:24.000000+00:00\"], \"session_ids\": [\"75e6e789-9a20-4eb3-bc09-4fc20ac798e5\", \"c4c3e367-de8e-48e4-a032-7332eb38ca5b\", \"6a6b331c-429c-4c9c-917f-6af1b62d500e\", \"d67c8f8b-b1c3-443e-b7ff-22fa6f264ab3\", \"37ef0bef-08d4-4495-a741-435965f59f80\", \"4dd0d974-f4c6-426d-b71a-f381f5bc8127\", \"c77f98c7-3821-44d7-bbfe-01f5ab57cfdb\", \"d1df2d38-be7b-420a-81bc-93bc3caf8915\", \"fa8c1e94-fdd6-4679-a2fd-b3da95edea1a\"], \"total_duration\": 2067.0, \"total_sessions\": 9, \"mean_week_duration\": 10.284}, \"64718\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-05-06 05:10:47.000000+00:00\", \"2020-01-14 18:50:15.000000+00:00\", \"2019-05-01 08:29:13.000000+00:00\"], \"session_ids\": [\"2917d326-1781-4c43-9cd6-0c665f3bc3f6\", \"80f01d51-1ccc-45fe-8580-b842baaa4e32\", \"4e65530c-5083-4049-b419-41c5eff3fe7c\"], \"total_duration\": 532.0, \"total_sessions\": 3, \"mean_week_duration\": 3.367}, \"15730\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-08-01 10:46:42.000000+00:00\", \"2019-12-29 00:49:26.000000+00:00\", \"2021-10-29 11:36:24.000000+00:00\", \"2020-05-06 07:32:50.000000+00:00\", \"2023-04-11 08:32:07.000000+00:00\", \"2020-07-30 04:34:11.000000+00:00\", \"2019-11-29 23:27:11.000000+00:00\"], \"session_ids\": [\"c6482897-1327-4f31-80b0-792a31003f6f\", \"71b1eb35-50fb-4913-bf75-77da28435095\", \"a83e2ca8-4175-484e-a100-fa7ceb46abd6\", \"39eb32a2-0f6f-4629-8115-4f49b1a9b9bf\", \"69a47c55-dc69-4d7a-80b2-f7473c7edac2\", \"031084d3-42c7-4c62-a455-ce93dd837d7f\", \"e637423f-c889-4ccd-bacc-ed5c0620d2c8\"], \"total_duration\": 2811.0, \"total_sessions\": 7, \"mean_week_duration\": 15.972}, \"7071\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-02-16 21:21:21.000000+00:00\", \"2022-07-03 19:48:02.000000+00:00\", \"2022-12-18 10:43:40.000000+00:00\", \"2022-10-01 00:01:01.000000+00:00\"], \"session_ids\": [\"0098122b-6667-49be-9f36-7c3000496487\", \"1932637e-72a5-4c23-bdcd-7323b3ee2fd9\", \"679066f2-cafc-4a3b-aced-78ff8749b802\", \"960dc80a-cbf1-4516-a760-aa439a37917f\"], \"total_duration\": 574.0, \"total_sessions\": 4, \"mean_week_duration\": 17.394}, \"92317\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-06-30 21:44:09.000000+00:00\", \"2021-10-18 10:51:52.000000+00:00\", \"2019-09-30 04:54:44.000000+00:00\", \"2022-04-26 08:33:37.000000+00:00\", \"2022-12-09 18:10:14.000000+00:00\", \"2020-11-28 14:57:50.000000+00:00\", \"2021-11-10 10:05:53.000000+00:00\", \"2021-06-24 23:29:08.000000+00:00\", \"2019-06-16 22:33:05.000000+00:00\"], \"session_ids\": [\"4cb8af91-d668-46fe-bc89-7a53a9f8a36f\", \"a6ef6b7d-9054-4827-8b7d-8c306321ea15\", \"c574ed64-3319-46f2-bb72-3ba7911c6c11\", \"67887b68-8ada-4609-9b00-87e14a936952\", \"dc29bcba-ea2e-4e02-a75e-932022e7d9e0\", \"c7deeec5-c5f4-4899-bca9-ce57b40afd1b\", \"3e2f739b-0385-4584-92ee-7aadc2d1c294\", \"2b00da52-de49-41d8-962f-fbb6da1369a1\", \"6cca1f4f-7250-41d4-9fb8-8134237e1b56\"], \"total_duration\": 13655.0, \"total_sessions\": 9, \"mean_week_duration\": 75.027}, \"12761\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-09-15 10:40:15.000000+00:00\", \"2021-02-22 22:05:38.000000+00:00\"], \"session_ids\": [\"417dce3c-8e5d-4ad3-9983-8f1a0c73600b\", \"3c6beadb-b17a-4c99-8e02-1e86b014c74f\"], \"total_duration\": 299.0, \"total_sessions\": 2, \"mean_week_duration\": 3.934}, \"84406\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-06-20 22:02:37.000000+00:00\", \"2022-09-16 19:51:50.000000+00:00\", \"2019-06-01 06:43:56.000000+00:00\"], \"session_ids\": [\"7a53666f-74c7-4e12-8e7e-3d47681c5ab5\", \"b95bdf98-6055-4fda-b703-9f532535520d\", \"c63c01f3-d8bb-45f1-8e3c-a77714f61067\"], \"total_duration\": 29.0, \"total_sessions\": 3, \"mean_week_duration\": 0.169}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"97548\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-07-27 17:58:39.000000+00:00\", \"2019-04-09 17:02:17.000000+00:00\", \"2019-08-29 14:38:36.000000+00:00\", \"2022-06-19 01:38:33.000000+00:00\", \"2023-01-23 09:13:08.000000+00:00\", \"2019-06-03 09:36:33.000000+00:00\", \"2019-03-18 17:41:24.000000+00:00\", \"2019-04-10 18:26:08.000000+00:00\", \"2019-12-07 15:39:24.000000+00:00\"], \"session_ids\": [\"75e6e789-9a20-4eb3-bc09-4fc20ac798e5\", \"c4c3e367-de8e-48e4-a032-7332eb38ca5b\", \"6a6b331c-429c-4c9c-917f-6af1b62d500e\", \"d67c8f8b-b1c3-443e-b7ff-22fa6f264ab3\", \"37ef0bef-08d4-4495-a741-435965f59f80\", \"4dd0d974-f4c6-426d-b71a-f381f5bc8127\", \"c77f98c7-3821-44d7-bbfe-01f5ab57cfdb\", \"d1df2d38-be7b-420a-81bc-93bc3caf8915\", \"fa8c1e94-fdd6-4679-a2fd-b3da95edea1a\"], \"total_duration\": 2067.0, \"total_sessions\": 9, \"mean_week_duration\": 10.284}}, {\"92317\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-06-30 21:44:09.000000+00:00\", \"2021-10-18 10:51:52.000000+00:00\", \"2019-09-30 04:54:44.000000+00:00\", \"2022-04-26 08:33:37.000000+00:00\", \"2022-12-09 18:10:14.000000+00:00\", \"2020-11-28 14:57:50.000000+00:00\", \"2021-11-10 10:05:53.000000+00:00\", \"2021-06-24 23:29:08.000000+00:00\", \"2019-06-16 22:33:05.000000+00:00\"], \"session_ids\": [\"4cb8af91-d668-46fe-bc89-7a53a9f8a36f\", \"a6ef6b7d-9054-4827-8b7d-8c306321ea15\", \"c574ed64-3319-46f2-bb72-3ba7911c6c11\", \"67887b68-8ada-4609-9b00-87e14a936952\", \"dc29bcba-ea2e-4e02-a75e-932022e7d9e0\", \"c7deeec5-c5f4-4899-bca9-ce57b40afd1b\", \"3e2f739b-0385-4584-92ee-7aadc2d1c294\", \"2b00da52-de49-41d8-962f-fbb6da1369a1\", \"6cca1f4f-7250-41d4-9fb8-8134237e1b56\"], \"total_duration\": 13655.0, \"total_sessions\": 9, \"mean_week_duration\": 75.027}}, {\"15730\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-08-01 10:46:42.000000+00:00\", \"2019-12-29 00:49:26.000000+00:00\", \"2021-10-29 11:36:24.000000+00:00\", \"2020-05-06 07:32:50.000000+00:00\", \"2023-04-11 08:32:07.000000+00:00\", \"2020-07-30 04:34:11.000000+00:00\", \"2019-11-29 23:27:11.000000+00:00\"], \"session_ids\": [\"c6482897-1327-4f31-80b0-792a31003f6f\", \"71b1eb35-50fb-4913-bf75-77da28435095\", \"a83e2ca8-4175-484e-a100-fa7ceb46abd6\", \"39eb32a2-0f6f-4629-8115-4f49b1a9b9bf\", \"69a47c55-dc69-4d7a-80b2-f7473c7edac2\", \"031084d3-42c7-4c62-a455-ce93dd837d7f\", \"e637423f-c889-4ccd-bacc-ed5c0620d2c8\"], \"total_duration\": 2811.0, \"total_sessions\": 7, \"mean_week_duration\": 15.972}}, {\"55974\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-02-06 00:00:01.000000+00:00\", \"2022-08-10 01:20:55.000000+00:00\", \"2019-12-06 14:13:31.000000+00:00\", \"2020-08-11 10:14:05.000000+00:00\"], \"session_ids\": [\"36fd9d52-6912-4e4e-a7f1-af17f56a16a2\", \"228777ab-202e-41be-b708-b15bded727b1\", \"6e3b9e7c-bc43-413b-a10b-34f8424e91d0\", \"ba49cae3-d247-4d3b-8828-fcb0911c9494\"], \"total_duration\": 426.0, \"total_sessions\": 4, \"mean_week_duration\": 3.043}}, {\"7071\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-02-16 21:21:21.000000+00:00\", \"2022-07-03 19:48:02.000000+00:00\", \"2022-12-18 10:43:40.000000+00:00\", \"2022-10-01 00:01:01.000000+00:00\"], \"session_ids\": [\"0098122b-6667-49be-9f36-7c3000496487\", \"1932637e-72a5-4c23-bdcd-7323b3ee2fd9\", \"679066f2-cafc-4a3b-aced-78ff8749b802\", \"960dc80a-cbf1-4516-a760-aa439a37917f\"], \"total_duration\": 574.0, \"total_sessions\": 4, \"mean_week_duration\": 17.394}}, {\"64718\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-05-06 05:10:47.000000+00:00\", \"2020-01-14 18:50:15.000000+00:00\", \"2019-05-01 08:29:13.000000+00:00\"], \"session_ids\": [\"2917d326-1781-4c43-9cd6-0c665f3bc3f6\", \"80f01d51-1ccc-45fe-8580-b842baaa4e32\", \"4e65530c-5083-4049-b419-41c5eff3fe7c\"], \"total_duration\": 532.0, \"total_sessions\": 3, \"mean_week_duration\": 3.367}}, {\"84406\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-06-20 22:02:37.000000+00:00\", \"2022-09-16 19:51:50.000000+00:00\", \"2019-06-01 06:43:56.000000+00:00\"], \"session_ids\": [\"7a53666f-74c7-4e12-8e7e-3d47681c5ab5\", \"b95bdf98-6055-4fda-b703-9f532535520d\", \"c63c01f3-d8bb-45f1-8e3c-a77714f61067\"], \"total_duration\": 29.0, \"total_sessions\": 3, \"mean_week_duration\": 0.169}}, {\"9905\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-01-19 19:34:31.000000+00:00\", \"2023-03-20 23:38:55.000000+00:00\"], \"session_ids\": [\"beac927b-c796-4691-bf6a-43c0f4aeb1e0\", \"2a5600eb-a36b-49fd-8782-aa7205bd5179\"], \"total_duration\": 419.0, \"total_sessions\": 2, \"mean_week_duration\": 3.708}}, {\"12761\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-09-15 10:40:15.000000+00:00\", \"2021-02-22 22:05:38.000000+00:00\"], \"session_ids\": [\"417dce3c-8e5d-4ad3-9983-8f1a0c73600b\", \"3c6beadb-b17a-4c99-8e02-1e86b014c74f\"], \"total_duration\": 299.0, \"total_sessions\": 2, \"mean_week_duration\": 3.934}}]\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[{\"97548\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-07-27 17:58:39.000000+00:00\", \"2019-04-09 17:02:17.000000+00:00\", \"2019-08-29 14:38:36.000000+00:00\", \"2022-06-19 01:38:33.000000+00:00\", \"2023-01-23 09:13:08.000000+00:00\", \"2019-06-03 09:36:33.000000+00:00\", \"2019-03-18 17:41:24.000000+00:00\", \"2019-04-10 18:26:08.000000+00:00\", \"2019-12-07 15:39:24.000000+00:00\"], \"session_ids\": [\"75e6e789-9a20-4eb3-bc09-4fc20ac798e5\", \"c4c3e367-de8e-48e4-a032-7332eb38ca5b\", \"6a6b331c-429c-4c9c-917f-6af1b62d500e\", \"d67c8f8b-b1c3-443e-b7ff-22fa6f264ab3\", \"37ef0bef-08d4-4495-a741-435965f59f80\", \"4dd0d974-f4c6-426d-b71a-f381f5bc8127\", \"c77f98c7-3821-44d7-bbfe-01f5ab57cfdb\", \"d1df2d38-be7b-420a-81bc-93bc3caf8915\", \"fa8c1e94-fdd6-4679-a2fd-b3da95edea1a\"], \"total_duration\": 2067.0, \"total_sessions\": 9, \"mean_week_duration\": 10.284}}, {\"92317\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-06-30 21:44:09.000000+00:00\", \"2021-10-18 10:51:52.000000+00:00\", \"2019-09-30 04:54:44.000000+00:00\", \"2022-04-26 08:33:37.000000+00:00\", \"2022-12-09 18:10:14.000000+00:00\", \"2020-11-28 14:57:50.000000+00:00\", \"2021-11-10 10:05:53.000000+00:00\", \"2021-06-24 23:29:08.000000+00:00\", \"2019-06-16 22:33:05.000000+00:00\"], \"session_ids\": [\"4cb8af91-d668-46fe-bc89-7a53a9f8a36f\", \"a6ef6b7d-9054-4827-8b7d-8c306321ea15\", \"c574ed64-3319-46f2-bb72-3ba7911c6c11\", \"67887b68-8ada-4609-9b00-87e14a936952\", \"dc29bcba-ea2e-4e02-a75e-932022e7d9e0\", \"c7deeec5-c5f4-4899-bca9-ce57b40afd1b\", \"3e2f739b-0385-4584-92ee-7aadc2d1c294\", \"2b00da52-de49-41d8-962f-fbb6da1369a1\", \"6cca1f4f-7250-41d4-9fb8-8134237e1b56\"], \"total_duration\": 13655.0, \"total_sessions\": 9, \"mean_week_duration\": 75.027}}, {\"15730\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-08-01 10:46:42.000000+00:00\", \"2019-12-29 00:49:26.000000+00:00\", \"2021-10-29 11:36:24.000000+00:00\", \"2020-05-06 07:32:50.000000+00:00\", \"2023-04-11 08:32:07.000000+00:00\", \"2020-07-30 04:34:11.000000+00:00\", \"2019-11-29 23:27:11.000000+00:00\"], \"session_ids\": [\"c6482897-1327-4f31-80b0-792a31003f6f\", \"71b1eb35-50fb-4913-bf75-77da28435095\", \"a83e2ca8-4175-484e-a100-fa7ceb46abd6\", \"39eb32a2-0f6f-4629-8115-4f49b1a9b9bf\", \"69a47c55-dc69-4d7a-80b2-f7473c7edac2\", \"031084d3-42c7-4c62-a455-ce93dd837d7f\", \"e637423f-c889-4ccd-bacc-ed5c0620d2c8\"], \"total_duration\": 2811.0, \"total_sessions\": 7, \"mean_week_duration\": 15.972}}, {\"55974\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-02-06 00:00:01.000000+00:00\", \"2022-08-10 01:20:55.000000+00:00\", \"2019-12-06 14:13:31.000000+00:00\", \"2020-08-11 10:14:05.000000+00:00\"], \"session_ids\": [\"36fd9d52-6912-4e4e-a7f1-af17f56a16a2\", \"228777ab-202e-41be-b708-b15bded727b1\", \"6e3b9e7c-bc43-413b-a10b-34f8424e91d0\", \"ba49cae3-d247-4d3b-8828-fcb0911c9494\"], \"total_duration\": 426.0, \"total_sessions\": 4, \"mean_week_duration\": 3.043}}]\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[{\"97548\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-07-27 17:58:39.000000+00:00\", \"2019-04-09 17:02:17.000000+00:00\", \"2019-08-29 14:38:36.000000+00:00\", \"2022-06-19 01:38:33.000000+00:00\", \"2023-01-23 09:13:08.000000+00:00\", \"2019-06-03 09:36:33.000000+00:00\", \"2019-03-18 17:41:24.000000+00:00\", \"2019-04-10 18:26:08.000000+00:00\", \"2019-12-07 15:39:24.000000+00:00\"], \"session_ids\": [\"75e6e789-9a20-4eb3-bc09-4fc20ac798e5\", \"c4c3e367-de8e-48e4-a032-7332eb38ca5b\", \"6a6b331c-429c-4c9c-917f-6af1b62d500e\", \"d67c8f8b-b1c3-443e-b7ff-22fa6f264ab3\", \"37ef0bef-08d4-4495-a741-435965f59f80\", \"4dd0d974-f4c6-426d-b71a-f381f5bc8127\", \"c77f98c7-3821-44d7-bbfe-01f5ab57cfdb\", \"d1df2d38-be7b-420a-81bc-93bc3caf8915\", \"fa8c1e94-fdd6-4679-a2fd-b3da95edea1a\"], \"total_duration\": 2067.0, \"total_sessions\": 9, \"mean_week_duration\": 10.284}}, {\"92317\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-06-30 21:44:09.000000+00:00\", \"2021-10-18 10:51:52.000000+00:00\", \"2019-09-30 04:54:44.000000+00:00\", \"2022-04-26 08:33:37.000000+00:00\", \"2022-12-09 18:10:14.000000+00:00\", \"2020-11-28 14:57:50.000000+00:00\", \"2021-11-10 10:05:53.000000+00:00\", \"2021-06-24 23:29:08.000000+00:00\", \"2019-06-16 22:33:05.000000+00:00\"], \"session_ids\": [\"4cb8af91-d668-46fe-bc89-7a53a9f8a36f\", \"a6ef6b7d-9054-4827-8b7d-8c306321ea15\", \"c574ed64-3319-46f2-bb72-3ba7911c6c11\", \"67887b68-8ada-4609-9b00-87e14a936952\", \"dc29bcba-ea2e-4e02-a75e-932022e7d9e0\", \"c7deeec5-c5f4-4899-bca9-ce57b40afd1b\", \"3e2f739b-0385-4584-92ee-7aadc2d1c294\", \"2b00da52-de49-41d8-962f-fbb6da1369a1\", \"6cca1f4f-7250-41d4-9fb8-8134237e1b56\"], \"total_duration\": 13655.0, \"total_sessions\": 9, \"mean_week_duration\": 75.027}}, {\"15730\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-08-01 10:46:42.000000+00:00\", \"2019-12-29 00:49:26.000000+00:00\", \"2021-10-29 11:36:24.000000+00:00\", \"2020-05-06 07:32:50.000000+00:00\", \"2023-04-11 08:32:07.000000+00:00\", \"2020-07-30 04:34:11.000000+00:00\", \"2019-11-29 23:27:11.000000+00:00\"], \"session_ids\": [\"c6482897-1327-4f31-80b0-792a31003f6f\", \"71b1eb35-50fb-4913-bf75-77da28435095\", \"a83e2ca8-4175-484e-a100-fa7ceb46abd6\", \"39eb32a2-0f6f-4629-8115-4f49b1a9b9bf\", \"69a47c55-dc69-4d7a-80b2-f7473c7edac2\", \"031084d3-42c7-4c62-a455-ce93dd837d7f\", \"e637423f-c889-4ccd-bacc-ed5c0620d2c8\"], \"total_duration\": 2811.0, \"total_sessions\": 7, \"mean_week_duration\": 15.972}}, {\"55974\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-02-06 00:00:01.000000+00:00\", \"2022-08-10 01:20:55.000000+00:00\", \"2019-12-06 14:13:31.000000+00:00\", \"2020-08-11 10:14:05.000000+00:00\"], \"session_ids\": [\"36fd9d52-6912-4e4e-a7f1-af17f56a16a2\", \"228777ab-202e-41be-b708-b15bded727b1\", \"6e3b9e7c-bc43-413b-a10b-34f8424e91d0\", \"ba49cae3-d247-4d3b-8828-fcb0911c9494\"], \"total_duration\": 426.0, \"total_sessions\": 4, \"mean_week_duration\": 3.043}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Share insights on user who has sessions count less than 3 (not including) , and apply sorting by sessions summation ascending additionaly keep only 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"55925\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-09-06 01:22:56.000000+00:00\", \"2019-07-24 17:39:33.000000+00:00\", \"2023-05-08 20:21:41.000000+00:00\", \"2020-07-10 18:16:12.000000+00:00\"], \"session_ids\": [\"7ce61a3e-821b-4b8b-9520-279b06ea23e8\", \"2cf4c506-5002-46e2-94de-888258921116\", \"b6112c5a-6eb2-4717-bbff-495b7c1a9bb5\", \"30db4fdc-794e-4e48-b102-8e7eb03130e3\"], \"total_duration\": 1409.0, \"total_sessions\": 4, \"mean_week_duration\": 7.116}, \"80355\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2021-11-08 19:13:45.000000+00:00\", \"2023-01-24 01:10:06.000000+00:00\", \"2021-10-09 08:46:48.000000+00:00\"], \"session_ids\": [\"fb08bf1c-ad7e-4d47-8730-35f223df56ec\", \"d197617a-1356-4334-be8d-b725caa12c95\", \"f22d1dc7-c029-4bb9-915c-20fd7e8aef1d\"], \"total_duration\": 592.0, \"total_sessions\": 3, \"mean_week_duration\": 8.706}, \"38506\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-05-16 12:04:52.000000+00:00\", \"2020-09-03 03:29:55.000000+00:00\"], \"session_ids\": [\"673d5949-a04f-4e49-af3f-acd9dd70ce7b\", \"d77be575-bf36-4ad8-88b9-72c3e0da3080\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 5.562}, \"97232\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-11-10 08:32:17.000000+00:00\", \"2022-05-07 21:42:14.000000+00:00\", \"2020-12-04 06:08:06.000000+00:00\", \"2021-09-07 03:43:44.000000+00:00\", \"2019-10-29 14:53:37.000000+00:00\", \"2023-04-08 00:39:37.000000+00:00\"], \"session_ids\": [\"ac0ccc37-a5ca-4902-a82d-9c3654c8acce\", \"70d08d77-63fa-4204-89b4-7fbe778690c9\", \"59f51a26-464d-4f93-a4b3-b45feb30cf50\", \"55c9a3eb-0a10-47bc-89ca-140036c634de\", \"25267974-591b-47c8-94a0-6273c9a0e0e1\", \"fec4a09a-bc06-481b-a4ef-cf01e9cb958c\"], \"total_duration\": 1354.0, \"total_sessions\": 6, \"mean_week_duration\": 7.522}, \"81951\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-05-21 06:37:49.000000+00:00\", \"2019-07-22 22:10:32.000000+00:00\"], \"session_ids\": [\"db056bd0-246b-4f09-bc41-e4654c3b6462\", \"3d9df24f-d674-4449-ba65-4b83aef7ba05\"], \"total_duration\": 347.0, \"total_sessions\": 2, \"mean_week_duration\": 2.345}, \"57681\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-11-26 05:11:57.000000+00:00\", \"2020-01-25 15:54:59.000000+00:00\", \"2022-03-16 17:36:06.000000+00:00\", \"2020-09-11 13:55:52.000000+00:00\", \"2020-06-05 20:11:33.000000+00:00\", \"2020-02-27 17:08:15.000000+00:00\"], \"session_ids\": [\"0ed3943c-5e66-4c15-bd57-464e5b7c8d18\", \"d9f6bd5c-4072-4633-a4b1-c56cf47d58d2\", \"ad249738-8863-475b-a10e-5106174e43cf\", \"144e2746-0a08-4378-82f5-3efa07842932\", \"ba7a029d-d727-4930-afb7-f354875b241a\", \"50a01b16-3902-423d-ae03-bbb4fa6a324e\"], \"total_duration\": 59.0, \"total_sessions\": 6, \"mean_week_duration\": 0.399}, \"53681\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-05-07 20:58:44.000000+00:00\", \"2021-01-25 18:04:03.000000+00:00\"], \"session_ids\": [\"8eb49a18-99bb-45f4-9857-459ec580beae\", \"841efa09-75e7-4066-912b-2156e4b04413\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 2.289}, \"7631\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-29 07:49:04.000000+00:00\", \"2019-01-14 16:00:42.000000+00:00\"], \"session_ids\": [\"6fa76ce7-24b5-4384-9b74-5c32e49007fd\", \"716e302e-41fb-46ba-9d4f-352f3278b6eb\"], \"total_duration\": 402.0, \"total_sessions\": 2, \"mean_week_duration\": 1.942}, \"91142\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-08-05 10:40:05.000000+00:00\", \"2020-03-25 02:26:04.000000+00:00\"], \"session_ids\": [\"79f192d4-c9d7-4987-9b2d-5f9c6040bed9\", \"2d61c0be-2eac-47f3-a6e0-816076d02e3f\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.278}, \"12539\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2019-08-07 12:29:21.000000+00:00\", \"2020-10-18 20:28:05.000000+00:00\"], \"session_ids\": [\"4bc6133a-f568-4609-b455-d0a8f125df55\", \"94e79821-7255-41e2-9d4f-d062d4b03039\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 2.095}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are less than 3"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\"]]}, \"all_values\": {\"total_sessions\": [[3, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"38506\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-05-16 12:04:52.000000+00:00\", \"2020-09-03 03:29:55.000000+00:00\"], \"session_ids\": [\"673d5949-a04f-4e49-af3f-acd9dd70ce7b\", \"d77be575-bf36-4ad8-88b9-72c3e0da3080\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 5.562}, \"81951\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-05-21 06:37:49.000000+00:00\", \"2019-07-22 22:10:32.000000+00:00\"], \"session_ids\": [\"db056bd0-246b-4f09-bc41-e4654c3b6462\", \"3d9df24f-d674-4449-ba65-4b83aef7ba05\"], \"total_duration\": 347.0, \"total_sessions\": 2, \"mean_week_duration\": 2.345}, \"53681\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-05-07 20:58:44.000000+00:00\", \"2021-01-25 18:04:03.000000+00:00\"], \"session_ids\": [\"8eb49a18-99bb-45f4-9857-459ec580beae\", \"841efa09-75e7-4066-912b-2156e4b04413\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 2.289}, \"7631\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-29 07:49:04.000000+00:00\", \"2019-01-14 16:00:42.000000+00:00\"], \"session_ids\": [\"6fa76ce7-24b5-4384-9b74-5c32e49007fd\", \"716e302e-41fb-46ba-9d4f-352f3278b6eb\"], \"total_duration\": 402.0, \"total_sessions\": 2, \"mean_week_duration\": 1.942}, \"91142\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-08-05 10:40:05.000000+00:00\", \"2020-03-25 02:26:04.000000+00:00\"], \"session_ids\": [\"79f192d4-c9d7-4987-9b2d-5f9c6040bed9\", \"2d61c0be-2eac-47f3-a6e0-816076d02e3f\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.278}, \"12539\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2019-08-07 12:29:21.000000+00:00\", \"2020-10-18 20:28:05.000000+00:00\"], \"session_ids\": [\"4bc6133a-f568-4609-b455-d0a8f125df55\", \"94e79821-7255-41e2-9d4f-d062d4b03039\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 2.095}}\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[{\"38506\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-05-16 12:04:52.000000+00:00\", \"2020-09-03 03:29:55.000000+00:00\"], \"session_ids\": [\"673d5949-a04f-4e49-af3f-acd9dd70ce7b\", \"d77be575-bf36-4ad8-88b9-72c3e0da3080\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 5.562}}, {\"81951\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-05-21 06:37:49.000000+00:00\", \"2019-07-22 22:10:32.000000+00:00\"], \"session_ids\": [\"db056bd0-246b-4f09-bc41-e4654c3b6462\", \"3d9df24f-d674-4449-ba65-4b83aef7ba05\"], \"total_duration\": 347.0, \"total_sessions\": 2, \"mean_week_duration\": 2.345}}, {\"53681\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-05-07 20:58:44.000000+00:00\", \"2021-01-25 18:04:03.000000+00:00\"], \"session_ids\": [\"8eb49a18-99bb-45f4-9857-459ec580beae\", \"841efa09-75e7-4066-912b-2156e4b04413\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 2.289}}, {\"7631\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-29 07:49:04.000000+00:00\", \"2019-01-14 16:00:42.000000+00:00\"], \"session_ids\": [\"6fa76ce7-24b5-4384-9b74-5c32e49007fd\", \"716e302e-41fb-46ba-9d4f-352f3278b6eb\"], \"total_duration\": 402.0, \"total_sessions\": 2, \"mean_week_duration\": 1.942}}, {\"91142\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-08-05 10:40:05.000000+00:00\", \"2020-03-25 02:26:04.000000+00:00\"], \"session_ids\": [\"79f192d4-c9d7-4987-9b2d-5f9c6040bed9\", \"2d61c0be-2eac-47f3-a6e0-816076d02e3f\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.278}}, {\"12539\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2019-08-07 12:29:21.000000+00:00\", \"2020-10-18 20:28:05.000000+00:00\"], \"session_ids\": [\"4bc6133a-f568-4609-b455-d0a8f125df55\", \"94e79821-7255-41e2-9d4f-d062d4b03039\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 2.095}}]\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[{\"38506\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-05-16 12:04:52.000000+00:00\", \"2020-09-03 03:29:55.000000+00:00\"], \"session_ids\": [\"673d5949-a04f-4e49-af3f-acd9dd70ce7b\", \"d77be575-bf36-4ad8-88b9-72c3e0da3080\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 5.562}}, {\"81951\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-05-21 06:37:49.000000+00:00\", \"2019-07-22 22:10:32.000000+00:00\"], \"session_ids\": [\"db056bd0-246b-4f09-bc41-e4654c3b6462\", \"3d9df24f-d674-4449-ba65-4b83aef7ba05\"], \"total_duration\": 347.0, \"total_sessions\": 2, \"mean_week_duration\": 2.345}}, {\"53681\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-05-07 20:58:44.000000+00:00\", \"2021-01-25 18:04:03.000000+00:00\"], \"session_ids\": [\"8eb49a18-99bb-45f4-9857-459ec580beae\", \"841efa09-75e7-4066-912b-2156e4b04413\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 2.289}}, {\"7631\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-29 07:49:04.000000+00:00\", \"2019-01-14 16:00:42.000000+00:00\"], \"session_ids\": [\"6fa76ce7-24b5-4384-9b74-5c32e49007fd\", \"716e302e-41fb-46ba-9d4f-352f3278b6eb\"], \"total_duration\": 402.0, \"total_sessions\": 2, \"mean_week_duration\": 1.942}}]\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[{\"38506\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-05-16 12:04:52.000000+00:00\", \"2020-09-03 03:29:55.000000+00:00\"], \"session_ids\": [\"673d5949-a04f-4e49-af3f-acd9dd70ce7b\", \"d77be575-bf36-4ad8-88b9-72c3e0da3080\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 5.562}}, {\"81951\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-05-21 06:37:49.000000+00:00\", \"2019-07-22 22:10:32.000000+00:00\"], \"session_ids\": [\"db056bd0-246b-4f09-bc41-e4654c3b6462\", \"3d9df24f-d674-4449-ba65-4b83aef7ba05\"], \"total_duration\": 347.0, \"total_sessions\": 2, \"mean_week_duration\": 2.345}}, {\"53681\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-05-07 20:58:44.000000+00:00\", \"2021-01-25 18:04:03.000000+00:00\"], \"session_ids\": [\"8eb49a18-99bb-45f4-9857-459ec580beae\", \"841efa09-75e7-4066-912b-2156e4b04413\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 2.289}}, {\"7631\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-29 07:49:04.000000+00:00\", \"2019-01-14 16:00:42.000000+00:00\"], \"session_ids\": [\"6fa76ce7-24b5-4384-9b74-5c32e49007fd\", \"716e302e-41fb-46ba-9d4f-352f3278b6eb\"], \"total_duration\": 402.0, \"total_sessions\": 2, \"mean_week_duration\": 1.942}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you enlighten me about users who have overall total duration less than 3603 (not including) and greater than 2053 also perform sorting by urban center name from the largest value to the smallest value."
}
] |
[
{
"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{\"81524\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-07 03:44:27.000000+00:00\", \"2022-09-19 02:24:23.000000+00:00\", \"2020-05-08 14:41:45.000000+00:00\", \"2021-03-11 07:30:27.000000+00:00\"], \"session_ids\": [\"18a84a14-1eb5-40e1-a861-64a2b161abd9\", \"85ff6704-995f-40a2-9029-ab7230231b8a\", \"8de97cf7-f19e-4950-82aa-f46637547999\", \"2dee6e3a-36c6-4958-a00d-104698ecdc01\"], \"total_duration\": 342.0, \"total_sessions\": 4, \"mean_week_duration\": 2.758}, \"40561\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2019-09-22 18:18:19.000000+00:00\", \"2020-09-01 03:55:55.000000+00:00\", \"2020-10-18 12:56:43.000000+00:00\", \"2020-05-25 22:25:15.000000+00:00\", \"2020-02-29 03:29:57.000000+00:00\", \"2022-05-02 16:06:47.000000+00:00\"], \"session_ids\": [\"21259435-3b54-4aac-99ce-f76615e79b47\", \"8f24deb9-81a1-4022-996d-d55aacba6b91\", \"b39bd44e-f46a-4ecb-b52a-568eaa52f78c\", \"7c242d29-7367-4ef4-b6c4-1f41ec783e19\", \"3bed0352-4585-4885-8a8d-20e6af55fb16\", \"6d1600a7-aa37-42a5-bcb6-abbf3b5f6361\"], \"total_duration\": 703.0, \"total_sessions\": 6, \"mean_week_duration\": 5.169}, \"90039\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-05-05 08:33:17.000000+00:00\", \"2020-07-07 14:13:52.000000+00:00\"], \"session_ids\": [\"6e804635-013f-4340-8040-7e197bec0d4f\", \"aa864ca5-9934-4099-ace5-b1452f0e1e45\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 0.959}, \"92951\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-17 01:35:38.000000+00:00\", \"2021-10-14 22:18:33.000000+00:00\", \"2020-12-18 21:30:03.000000+00:00\", \"2021-05-05 21:19:51.000000+00:00\", \"2020-03-28 07:55:55.000000+00:00\"], \"session_ids\": [\"e03463ab-2609-4a42-8a55-7ae209efff58\", \"6ba7b7f9-f1ec-4b24-a2c3-db1c0d05f7d6\", \"77edca85-0c7a-42b8-9202-fb6f28476392\", \"4bcf7ec3-64ee-4cae-8105-96c3d74a9883\", \"b69cad18-54d4-4146-8bac-5a585cb74e19\"], \"total_duration\": 745.0, \"total_sessions\": 5, \"mean_week_duration\": 8.976}, \"51378\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-09-13 19:25:13.000000+00:00\", \"2019-05-05 14:04:56.000000+00:00\", \"2022-12-05 03:44:20.000000+00:00\", \"2023-01-23 22:23:34.000000+00:00\", \"2022-05-30 01:39:28.000000+00:00\", \"2021-03-10 13:38:51.000000+00:00\", \"2019-11-08 03:50:55.000000+00:00\", \"2019-12-29 13:33:01.000000+00:00\"], \"session_ids\": [\"9cf83168-48bb-4b61-b8ab-4c23a2f1fb4f\", \"f5a39c49-c566-4dda-acc3-e24a6d30fd7d\", \"f2bc5796-538e-4762-9db0-1e5a855e2151\", \"543bec45-2eb5-4537-8f24-0d01292c881d\", \"28e2ad15-d9e0-4f10-b961-587b148fbbd9\", \"5cb9776a-35b5-4b56-812a-4f49180a00f3\", \"5fd35472-dac4-4ead-bdfc-45dd7b5670c9\", \"1e2dd171-3407-4ca9-a7da-5d9f1eca5b68\"], \"total_duration\": 98.0, \"total_sessions\": 8, \"mean_week_duration\": 0.503}, \"30514\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-02-14 19:55:47.000000+00:00\", \"2019-12-02 20:17:39.000000+00:00\", \"2023-05-07 20:26:00.000000+00:00\"], \"session_ids\": [\"3d864afe-ad14-4f82-bef3-751fb104f967\", \"a3735ece-c6d7-4c1d-abd1-ac306e9286b5\", \"4769c539-8e31-4bc4-9474-ed1ebadab312\"], \"total_duration\": 131.0, \"total_sessions\": 3, \"mean_week_duration\": 0.593}, \"65088\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-08-17 01:00:51.000000+00:00\", \"2021-05-24 06:49:53.000000+00:00\"], \"session_ids\": [\"15f24fe3-0462-44e3-a37a-e1214b43220b\", \"b77958c5-b6ab-4f21-bd12-0bc2c14a142d\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.708}, \"31563\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-18 03:28:50.000000+00:00\", \"2019-10-17 04:09:10.000000+00:00\", \"2022-02-15 00:43:24.000000+00:00\"], \"session_ids\": [\"d84a8c12-402e-4d02-a2c4-ab0a5c3d7d39\", \"10495371-842f-4861-8703-84fb6be796b4\", \"e20cc931-6ee0-4bc1-adf4-f505d20b4a96\"], \"total_duration\": 977.0, \"total_sessions\": 3, \"mean_week_duration\": 6.068}, \"85590\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-12 16:17:14.000000+00:00\", \"2020-04-23 16:35:29.000000+00:00\"], \"session_ids\": [\"6481c5b4-1bdc-4951-a3c4-7cc56526f948\", \"c9a9066f-d88d-4428-8195-5a14f626191f\"], \"total_duration\": 461.0, \"total_sessions\": 2, \"mean_week_duration\": 11.244}, \"31659\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-02-01 09:48:55.000000+00:00\", \"2022-06-30 01:26:54.000000+00:00\", \"2021-09-09 07:10:56.000000+00:00\", \"2021-04-27 19:14:37.000000+00:00\", \"2019-07-15 03:34:01.000000+00:00\", \"2021-12-15 05:57:55.000000+00:00\", \"2021-11-14 20:50:21.000000+00:00\", \"2023-01-23 23:35:55.000000+00:00\", \"2020-04-28 20:22:21.000000+00:00\", \"2020-08-25 22:28:45.000000+00:00\", \"2020-08-24 17:39:49.000000+00:00\"], \"session_ids\": [\"b1ee6e24-5c68-4d64-98a4-495ede876c91\", \"cee50755-546a-43a7-a47d-2456a0174ab2\", \"ac9e618c-640a-49b7-81f4-7ea2814e1027\", \"0010a2a6-cb51-49a9-9ba6-c62479c0717f\", \"d1cad5bf-78bb-47f9-a42a-3384ce3626bb\", \"13d64546-25d6-410b-bd52-5e6755bf0cb4\", \"41f8b4d6-518f-4fc8-b04a-5812dff776ea\", \"4493a233-902d-4356-832b-8986ff30af00\", \"01a6e406-dcd8-45d4-a368-d9d4f8bf735b\", \"acc792e1-52d9-4b37-9b73-2fffe6f610ae\", \"a85b779c-e454-4799-b3b7-963b2941983d\"], \"total_duration\": 48334.0, \"total_sessions\": 11, \"mean_week_duration\": 262.685}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or greater than 2053 and are less than 3603"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_duration\": [[2053, 3603]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me regarding 4 users whose time in app per week is strictly less than 24 and in addition put to use sorting by time spent on the site form the highest value to the lowest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"13581\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-07-21 16:01:03.000000+00:00\", \"2023-06-15 11:23:26.000000+00:00\", \"2022-06-06 06:13:39.000000+00:00\", \"2022-04-05 22:29:40.000000+00:00\", \"2023-04-08 01:58:18.000000+00:00\", \"2023-06-23 14:53:22.000000+00:00\", \"2022-10-17 19:05:17.000000+00:00\", \"2019-09-24 17:30:25.000000+00:00\", \"2020-08-08 00:57:37.000000+00:00\"], \"session_ids\": [\"a887394a-f00d-4c4f-a209-87b62289e15b\", \"2b48715b-8210-439e-a821-2bd786b4d28d\", \"9b75e79b-9185-4510-9c33-421e9c3cfee0\", \"6627a0fe-b639-48bb-81bd-79aea6a2229c\", \"e8aa8860-9613-42a7-b884-a851fcf01419\", \"3f54f1fb-e742-45d9-97d2-224150fa525e\", \"a7671891-5e50-4008-ab02-9c801ae6cd8b\", \"3d289cd8-38f9-4bc6-9fb7-40264d361692\", \"8984b0fe-d231-4394-a108-e7802e9286ed\"], \"total_duration\": 1684.0, \"total_sessions\": 9, \"mean_week_duration\": 8.592}, \"4513\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-04-21 23:47:39.000000+00:00\", \"2022-08-23 06:25:31.000000+00:00\", \"2021-08-03 03:08:33.000000+00:00\"], \"session_ids\": [\"cd181072-543c-4ef0-88fe-8ba415225543\", \"d4a98697-8864-42f1-ba96-83f5db36af94\", \"ec2c50c2-6cbf-4b43-b4c6-e63aa40cc429\"], \"total_duration\": 839.0, \"total_sessions\": 3, \"mean_week_duration\": 4.794}, \"28303\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-03-20 18:01:13.000000+00:00\", \"2022-12-06 11:28:03.000000+00:00\", \"2019-09-05 04:02:20.000000+00:00\"], \"session_ids\": [\"7ede09c4-5872-45a1-98bf-e8a1532499ac\", \"affbb6a1-8b54-49ec-895c-07695641bda2\", \"f17e906f-bddc-4a2a-846a-faa7b3f96984\"], \"total_duration\": 47.0, \"total_sessions\": 3, \"mean_week_duration\": 0.254}, \"49329\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-01 13:27:26.000000+00:00\", \"2022-05-28 11:05:02.000000+00:00\", \"2022-07-05 01:49:26.000000+00:00\", \"2022-06-23 07:41:48.000000+00:00\"], \"session_ids\": [\"5709784e-3b33-437c-b225-5aa818e19a5d\", \"a3e38569-abba-47f0-9081-5c70563bb2f4\", \"03fce4c6-f613-4b2e-b2e7-cf9ae5cd1432\", \"aa5d4c7d-a099-43b0-99e3-d1c3e9818e4d\"], \"total_duration\": 313.0, \"total_sessions\": 4, \"mean_week_duration\": 5.048}, \"58523\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-04 16:34:56.000000+00:00\", \"2021-05-18 00:48:32.000000+00:00\", \"2022-10-23 02:36:52.000000+00:00\", \"2023-05-23 20:44:50.000000+00:00\", \"2023-02-09 17:42:07.000000+00:00\", \"2020-02-25 16:25:11.000000+00:00\"], \"session_ids\": [\"47405a03-528c-4e17-8617-3cce5783df1b\", \"ffcb8f84-1ccb-44f8-a436-3fd3fcc3fbe3\", \"1d98e003-b083-4a8b-ae72-fd5b8ccd6697\", \"dc655f7f-bd91-4978-9ac1-c693d3464086\", \"4ca6ce6b-c621-4a2d-a034-015f5b5931e3\", \"5382dd7e-46b8-4e5b-bca1-37be4d5ab59a\"], \"total_duration\": 5063.0, \"total_sessions\": 6, \"mean_week_duration\": 29.959}, \"27599\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-02 14:26:15.000000+00:00\", \"2021-06-22 10:39:03.000000+00:00\"], \"session_ids\": [\"8e90f0ca-4879-4757-ba82-57188ce2ea70\", \"778726e1-4085-4899-97bf-cf7be73147ba\"], \"total_duration\": 331.0, \"total_sessions\": 2, \"mean_week_duration\": 4.138}, \"38536\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-09-08 02:11:33.000000+00:00\", \"2020-12-15 22:53:38.000000+00:00\", \"2021-01-27 18:53:57.000000+00:00\"], \"session_ids\": [\"77367663-399a-46b5-932e-814a1f54dfd1\", \"6f6114a4-708d-4fe0-9fc8-fef3ded168fd\", \"c6833bd9-b77f-4360-969c-9f870ba12898\"], \"total_duration\": 415.0, \"total_sessions\": 3, \"mean_week_duration\": 19.762}, \"41377\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-03-11 00:14:21.000000+00:00\", \"2021-09-16 20:46:43.000000+00:00\"], \"session_ids\": [\"5bf61e39-95a8-451e-b071-b4b7d7b377ab\", \"03bffd98-58d7-4f76-bc24-d17466186f7d\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}, \"53342\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-07-24 13:04:02.000000+00:00\", \"2021-04-08 13:53:35.000000+00:00\", \"2023-01-28 21:52:50.000000+00:00\", \"2022-10-09 15:20:39.000000+00:00\", \"2022-06-21 02:51:04.000000+00:00\"], \"session_ids\": [\"453c2834-b783-46f8-874d-4a4c3e71a361\", \"231d026e-9b86-428c-8a9a-a2b6fe2e5919\", \"013054c8-55d8-467d-a0f4-b0d06f89f22e\", \"5622045d-203d-4224-aa97-25d257d027d3\", \"f0fb248f-25e9-495c-9350-56ec2adb3a9a\"], \"total_duration\": 1749.0, \"total_sessions\": 5, \"mean_week_duration\": 9.505}, \"92237\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-02-03 22:09:49.000000+00:00\", \"2019-02-20 14:52:33.000000+00:00\"], \"session_ids\": [\"54fe1e01-ffc3-474f-a97c-8795489775f4\", \"8ce15606-f737-4489-8c0a-756b57fb1f76\"], \"total_duration\": 450.0, \"total_sessions\": 2, \"mean_week_duration\": 9.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are less than 24"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\"]]}, \"all_values\": {\"mean_week_duration\": [[24, 49]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"13581\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-07-21 16:01:03.000000+00:00\", \"2023-06-15 11:23:26.000000+00:00\", \"2022-06-06 06:13:39.000000+00:00\", \"2022-04-05 22:29:40.000000+00:00\", \"2023-04-08 01:58:18.000000+00:00\", \"2023-06-23 14:53:22.000000+00:00\", \"2022-10-17 19:05:17.000000+00:00\", \"2019-09-24 17:30:25.000000+00:00\", \"2020-08-08 00:57:37.000000+00:00\"], \"session_ids\": [\"a887394a-f00d-4c4f-a209-87b62289e15b\", \"2b48715b-8210-439e-a821-2bd786b4d28d\", \"9b75e79b-9185-4510-9c33-421e9c3cfee0\", \"6627a0fe-b639-48bb-81bd-79aea6a2229c\", \"e8aa8860-9613-42a7-b884-a851fcf01419\", \"3f54f1fb-e742-45d9-97d2-224150fa525e\", \"a7671891-5e50-4008-ab02-9c801ae6cd8b\", \"3d289cd8-38f9-4bc6-9fb7-40264d361692\", \"8984b0fe-d231-4394-a108-e7802e9286ed\"], \"total_duration\": 1684.0, \"total_sessions\": 9, \"mean_week_duration\": 8.592}, \"4513\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-04-21 23:47:39.000000+00:00\", \"2022-08-23 06:25:31.000000+00:00\", \"2021-08-03 03:08:33.000000+00:00\"], \"session_ids\": [\"cd181072-543c-4ef0-88fe-8ba415225543\", \"d4a98697-8864-42f1-ba96-83f5db36af94\", \"ec2c50c2-6cbf-4b43-b4c6-e63aa40cc429\"], \"total_duration\": 839.0, \"total_sessions\": 3, \"mean_week_duration\": 4.794}, \"28303\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-03-20 18:01:13.000000+00:00\", \"2022-12-06 11:28:03.000000+00:00\", \"2019-09-05 04:02:20.000000+00:00\"], \"session_ids\": [\"7ede09c4-5872-45a1-98bf-e8a1532499ac\", \"affbb6a1-8b54-49ec-895c-07695641bda2\", \"f17e906f-bddc-4a2a-846a-faa7b3f96984\"], \"total_duration\": 47.0, \"total_sessions\": 3, \"mean_week_duration\": 0.254}, \"49329\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-01 13:27:26.000000+00:00\", \"2022-05-28 11:05:02.000000+00:00\", \"2022-07-05 01:49:26.000000+00:00\", \"2022-06-23 07:41:48.000000+00:00\"], \"session_ids\": [\"5709784e-3b33-437c-b225-5aa818e19a5d\", \"a3e38569-abba-47f0-9081-5c70563bb2f4\", \"03fce4c6-f613-4b2e-b2e7-cf9ae5cd1432\", \"aa5d4c7d-a099-43b0-99e3-d1c3e9818e4d\"], \"total_duration\": 313.0, \"total_sessions\": 4, \"mean_week_duration\": 5.048}, \"27599\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-02 14:26:15.000000+00:00\", \"2021-06-22 10:39:03.000000+00:00\"], \"session_ids\": [\"8e90f0ca-4879-4757-ba82-57188ce2ea70\", \"778726e1-4085-4899-97bf-cf7be73147ba\"], \"total_duration\": 331.0, \"total_sessions\": 2, \"mean_week_duration\": 4.138}, \"38536\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-09-08 02:11:33.000000+00:00\", \"2020-12-15 22:53:38.000000+00:00\", \"2021-01-27 18:53:57.000000+00:00\"], \"session_ids\": [\"77367663-399a-46b5-932e-814a1f54dfd1\", \"6f6114a4-708d-4fe0-9fc8-fef3ded168fd\", \"c6833bd9-b77f-4360-969c-9f870ba12898\"], \"total_duration\": 415.0, \"total_sessions\": 3, \"mean_week_duration\": 19.762}, \"41377\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-03-11 00:14:21.000000+00:00\", \"2021-09-16 20:46:43.000000+00:00\"], \"session_ids\": [\"5bf61e39-95a8-451e-b071-b4b7d7b377ab\", \"03bffd98-58d7-4f76-bc24-d17466186f7d\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}, \"53342\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-07-24 13:04:02.000000+00:00\", \"2021-04-08 13:53:35.000000+00:00\", \"2023-01-28 21:52:50.000000+00:00\", \"2022-10-09 15:20:39.000000+00:00\", \"2022-06-21 02:51:04.000000+00:00\"], \"session_ids\": [\"453c2834-b783-46f8-874d-4a4c3e71a361\", \"231d026e-9b86-428c-8a9a-a2b6fe2e5919\", \"013054c8-55d8-467d-a0f4-b0d06f89f22e\", \"5622045d-203d-4224-aa97-25d257d027d3\", \"f0fb248f-25e9-495c-9350-56ec2adb3a9a\"], \"total_duration\": 1749.0, \"total_sessions\": 5, \"mean_week_duration\": 9.505}, \"92237\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-02-03 22:09:49.000000+00:00\", \"2019-02-20 14:52:33.000000+00:00\"], \"session_ids\": [\"54fe1e01-ffc3-474f-a97c-8795489775f4\", \"8ce15606-f737-4489-8c0a-756b57fb1f76\"], \"total_duration\": 450.0, \"total_sessions\": 2, \"mean_week_duration\": 9.0}}\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[{\"53342\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-07-24 13:04:02.000000+00:00\", \"2021-04-08 13:53:35.000000+00:00\", \"2023-01-28 21:52:50.000000+00:00\", \"2022-10-09 15:20:39.000000+00:00\", \"2022-06-21 02:51:04.000000+00:00\"], \"session_ids\": [\"453c2834-b783-46f8-874d-4a4c3e71a361\", \"231d026e-9b86-428c-8a9a-a2b6fe2e5919\", \"013054c8-55d8-467d-a0f4-b0d06f89f22e\", \"5622045d-203d-4224-aa97-25d257d027d3\", \"f0fb248f-25e9-495c-9350-56ec2adb3a9a\"], \"total_duration\": 1749.0, \"total_sessions\": 5, \"mean_week_duration\": 9.505}}, {\"13581\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-07-21 16:01:03.000000+00:00\", \"2023-06-15 11:23:26.000000+00:00\", \"2022-06-06 06:13:39.000000+00:00\", \"2022-04-05 22:29:40.000000+00:00\", \"2023-04-08 01:58:18.000000+00:00\", \"2023-06-23 14:53:22.000000+00:00\", \"2022-10-17 19:05:17.000000+00:00\", \"2019-09-24 17:30:25.000000+00:00\", \"2020-08-08 00:57:37.000000+00:00\"], \"session_ids\": [\"a887394a-f00d-4c4f-a209-87b62289e15b\", \"2b48715b-8210-439e-a821-2bd786b4d28d\", \"9b75e79b-9185-4510-9c33-421e9c3cfee0\", \"6627a0fe-b639-48bb-81bd-79aea6a2229c\", \"e8aa8860-9613-42a7-b884-a851fcf01419\", \"3f54f1fb-e742-45d9-97d2-224150fa525e\", \"a7671891-5e50-4008-ab02-9c801ae6cd8b\", \"3d289cd8-38f9-4bc6-9fb7-40264d361692\", \"8984b0fe-d231-4394-a108-e7802e9286ed\"], \"total_duration\": 1684.0, \"total_sessions\": 9, \"mean_week_duration\": 8.592}}, {\"4513\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-04-21 23:47:39.000000+00:00\", \"2022-08-23 06:25:31.000000+00:00\", \"2021-08-03 03:08:33.000000+00:00\"], \"session_ids\": [\"cd181072-543c-4ef0-88fe-8ba415225543\", \"d4a98697-8864-42f1-ba96-83f5db36af94\", \"ec2c50c2-6cbf-4b43-b4c6-e63aa40cc429\"], \"total_duration\": 839.0, \"total_sessions\": 3, \"mean_week_duration\": 4.794}}, {\"92237\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-02-03 22:09:49.000000+00:00\", \"2019-02-20 14:52:33.000000+00:00\"], \"session_ids\": [\"54fe1e01-ffc3-474f-a97c-8795489775f4\", \"8ce15606-f737-4489-8c0a-756b57fb1f76\"], \"total_duration\": 450.0, \"total_sessions\": 2, \"mean_week_duration\": 9.0}}, {\"38536\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-09-08 02:11:33.000000+00:00\", \"2020-12-15 22:53:38.000000+00:00\", \"2021-01-27 18:53:57.000000+00:00\"], \"session_ids\": [\"77367663-399a-46b5-932e-814a1f54dfd1\", \"6f6114a4-708d-4fe0-9fc8-fef3ded168fd\", \"c6833bd9-b77f-4360-969c-9f870ba12898\"], \"total_duration\": 415.0, \"total_sessions\": 3, \"mean_week_duration\": 19.762}}, {\"27599\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-01-02 14:26:15.000000+00:00\", \"2021-06-22 10:39:03.000000+00:00\"], \"session_ids\": [\"8e90f0ca-4879-4757-ba82-57188ce2ea70\", \"778726e1-4085-4899-97bf-cf7be73147ba\"], \"total_duration\": 331.0, \"total_sessions\": 2, \"mean_week_duration\": 4.138}}, {\"49329\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-01 13:27:26.000000+00:00\", \"2022-05-28 11:05:02.000000+00:00\", \"2022-07-05 01:49:26.000000+00:00\", \"2022-06-23 07:41:48.000000+00:00\"], \"session_ids\": [\"5709784e-3b33-437c-b225-5aa818e19a5d\", \"a3e38569-abba-47f0-9081-5c70563bb2f4\", \"03fce4c6-f613-4b2e-b2e7-cf9ae5cd1432\", \"aa5d4c7d-a099-43b0-99e3-d1c3e9818e4d\"], \"total_duration\": 313.0, \"total_sessions\": 4, \"mean_week_duration\": 5.048}}, {\"41377\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-03-11 00:14:21.000000+00:00\", \"2021-09-16 20:46:43.000000+00:00\"], \"session_ids\": [\"5bf61e39-95a8-451e-b071-b4b7d7b377ab\", \"03bffd98-58d7-4f76-bc24-d17466186f7d\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}}, {\"28303\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-03-20 18:01:13.000000+00:00\", \"2022-12-06 11:28:03.000000+00:00\", \"2019-09-05 04:02:20.000000+00:00\"], \"session_ids\": [\"7ede09c4-5872-45a1-98bf-e8a1532499ac\", \"affbb6a1-8b54-49ec-895c-07695641bda2\", \"f17e906f-bddc-4a2a-846a-faa7b3f96984\"], \"total_duration\": 47.0, \"total_sessions\": 3, \"mean_week_duration\": 0.254}}]\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[{\"53342\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-07-24 13:04:02.000000+00:00\", \"2021-04-08 13:53:35.000000+00:00\", \"2023-01-28 21:52:50.000000+00:00\", \"2022-10-09 15:20:39.000000+00:00\", \"2022-06-21 02:51:04.000000+00:00\"], \"session_ids\": [\"453c2834-b783-46f8-874d-4a4c3e71a361\", \"231d026e-9b86-428c-8a9a-a2b6fe2e5919\", \"013054c8-55d8-467d-a0f4-b0d06f89f22e\", \"5622045d-203d-4224-aa97-25d257d027d3\", \"f0fb248f-25e9-495c-9350-56ec2adb3a9a\"], \"total_duration\": 1749.0, \"total_sessions\": 5, \"mean_week_duration\": 9.505}}, {\"13581\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-07-21 16:01:03.000000+00:00\", \"2023-06-15 11:23:26.000000+00:00\", \"2022-06-06 06:13:39.000000+00:00\", \"2022-04-05 22:29:40.000000+00:00\", \"2023-04-08 01:58:18.000000+00:00\", \"2023-06-23 14:53:22.000000+00:00\", \"2022-10-17 19:05:17.000000+00:00\", \"2019-09-24 17:30:25.000000+00:00\", \"2020-08-08 00:57:37.000000+00:00\"], \"session_ids\": [\"a887394a-f00d-4c4f-a209-87b62289e15b\", \"2b48715b-8210-439e-a821-2bd786b4d28d\", \"9b75e79b-9185-4510-9c33-421e9c3cfee0\", \"6627a0fe-b639-48bb-81bd-79aea6a2229c\", \"e8aa8860-9613-42a7-b884-a851fcf01419\", \"3f54f1fb-e742-45d9-97d2-224150fa525e\", \"a7671891-5e50-4008-ab02-9c801ae6cd8b\", \"3d289cd8-38f9-4bc6-9fb7-40264d361692\", \"8984b0fe-d231-4394-a108-e7802e9286ed\"], \"total_duration\": 1684.0, \"total_sessions\": 9, \"mean_week_duration\": 8.592}}, {\"4513\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-04-21 23:47:39.000000+00:00\", \"2022-08-23 06:25:31.000000+00:00\", \"2021-08-03 03:08:33.000000+00:00\"], \"session_ids\": [\"cd181072-543c-4ef0-88fe-8ba415225543\", \"d4a98697-8864-42f1-ba96-83f5db36af94\", \"ec2c50c2-6cbf-4b43-b4c6-e63aa40cc429\"], \"total_duration\": 839.0, \"total_sessions\": 3, \"mean_week_duration\": 4.794}}, {\"92237\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-02-03 22:09:49.000000+00:00\", \"2019-02-20 14:52:33.000000+00:00\"], \"session_ids\": [\"54fe1e01-ffc3-474f-a97c-8795489775f4\", \"8ce15606-f737-4489-8c0a-756b57fb1f76\"], \"total_duration\": 450.0, \"total_sessions\": 2, \"mean_week_duration\": 9.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"53342\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-07-24 13:04:02.000000+00:00\", \"2021-04-08 13:53:35.000000+00:00\", \"2023-01-28 21:52:50.000000+00:00\", \"2022-10-09 15:20:39.000000+00:00\", \"2022-06-21 02:51:04.000000+00:00\"], \"session_ids\": [\"453c2834-b783-46f8-874d-4a4c3e71a361\", \"231d026e-9b86-428c-8a9a-a2b6fe2e5919\", \"013054c8-55d8-467d-a0f4-b0d06f89f22e\", \"5622045d-203d-4224-aa97-25d257d027d3\", \"f0fb248f-25e9-495c-9350-56ec2adb3a9a\"], \"total_duration\": 1749.0, \"total_sessions\": 5, \"mean_week_duration\": 9.505}}, {\"13581\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-07-21 16:01:03.000000+00:00\", \"2023-06-15 11:23:26.000000+00:00\", \"2022-06-06 06:13:39.000000+00:00\", \"2022-04-05 22:29:40.000000+00:00\", \"2023-04-08 01:58:18.000000+00:00\", \"2023-06-23 14:53:22.000000+00:00\", \"2022-10-17 19:05:17.000000+00:00\", \"2019-09-24 17:30:25.000000+00:00\", \"2020-08-08 00:57:37.000000+00:00\"], \"session_ids\": [\"a887394a-f00d-4c4f-a209-87b62289e15b\", \"2b48715b-8210-439e-a821-2bd786b4d28d\", \"9b75e79b-9185-4510-9c33-421e9c3cfee0\", \"6627a0fe-b639-48bb-81bd-79aea6a2229c\", \"e8aa8860-9613-42a7-b884-a851fcf01419\", \"3f54f1fb-e742-45d9-97d2-224150fa525e\", \"a7671891-5e50-4008-ab02-9c801ae6cd8b\", \"3d289cd8-38f9-4bc6-9fb7-40264d361692\", \"8984b0fe-d231-4394-a108-e7802e9286ed\"], \"total_duration\": 1684.0, \"total_sessions\": 9, \"mean_week_duration\": 8.592}}, {\"4513\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-04-21 23:47:39.000000+00:00\", \"2022-08-23 06:25:31.000000+00:00\", \"2021-08-03 03:08:33.000000+00:00\"], \"session_ids\": [\"cd181072-543c-4ef0-88fe-8ba415225543\", \"d4a98697-8864-42f1-ba96-83f5db36af94\", \"ec2c50c2-6cbf-4b43-b4c6-e63aa40cc429\"], \"total_duration\": 839.0, \"total_sessions\": 3, \"mean_week_duration\": 4.794}}, {\"92237\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-02-03 22:09:49.000000+00:00\", \"2019-02-20 14:52:33.000000+00:00\"], \"session_ids\": [\"54fe1e01-ffc3-474f-a97c-8795489775f4\", \"8ce15606-f737-4489-8c0a-756b57fb1f76\"], \"total_duration\": 450.0, \"total_sessions\": 2, \"mean_week_duration\": 9.0}}]\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": "Offer me knowledge about 7 users who have mean_week_duration strictly smaller than 13 and bigger than 46 and in addition implement sorting by time spent on the site per week desc."
}
] |
[
{
"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{\"43037\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-22 21:50:09.000000+00:00\", \"2023-04-23 20:09:41.000000+00:00\", \"2020-12-31 02:41:49.000000+00:00\"], \"session_ids\": [\"f0f757d7-52ab-4922-9fd0-bed69f038098\", \"a520273c-a4f6-41c1-b865-02b82ead4708\", \"17388f1b-40fd-4732-9e61-80a405ccfaff\"], \"total_duration\": 83.0, \"total_sessions\": 3, \"mean_week_duration\": 0.432}, \"95352\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-07-03 12:54:14.000000+00:00\", \"2022-03-13 01:35:27.000000+00:00\"], \"session_ids\": [\"58262dc4-d0c3-457f-add1-ef03881d06c9\", \"ff39ddd9-0bf1-4941-9e3b-2f8326b353fd\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 1.688}, \"8631\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-23 17:38:02.000000+00:00\", \"2019-10-17 13:45:24.000000+00:00\", \"2020-12-23 21:55:59.000000+00:00\", \"2023-06-12 07:38:26.000000+00:00\", \"2023-06-10 23:20:39.000000+00:00\", \"2021-10-28 10:45:22.000000+00:00\", \"2020-01-09 20:13:56.000000+00:00\"], \"session_ids\": [\"e9d6657c-8640-4b57-8707-82835a1dc14c\", \"0f1ee58a-9981-48c4-8d6b-30f00f7dd8b9\", \"6f66730a-4912-4759-a988-99afb594683f\", \"a45fa655-95e6-41e3-a4da-eb5a6e9ea8e4\", \"f108d6aa-ff5b-4041-a5e6-e3567baac89a\", \"324e8e5f-47e2-49bb-b424-7075df4f803d\", \"9d32aa46-eab4-4ab7-9baa-b02e8dbce947\"], \"total_duration\": 2539.0, \"total_sessions\": 7, \"mean_week_duration\": 13.293}, \"55970\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-01-12 14:26:48.000000+00:00\", \"2023-01-30 00:31:29.000000+00:00\", \"2021-11-28 05:13:25.000000+00:00\"], \"session_ids\": [\"63739f2c-e6c3-4980-9972-5a567434e348\", \"ed755365-b4c2-44a3-991c-e365bdf8f108\", \"f1bbbd1f-0003-4350-bd15-5afadcbc1aed\"], \"total_duration\": 502.0, \"total_sessions\": 3, \"mean_week_duration\": 8.23}, \"65337\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-04-29 17:31:26.000000+00:00\", \"2019-06-13 04:21:11.000000+00:00\"], \"session_ids\": [\"95857ddd-66da-4366-a68a-20bd6504a112\", \"85cb6bab-47bd-485f-8594-5b2324f63901\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.344}, \"84934\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-04-09 11:13:49.000000+00:00\", \"2020-01-09 03:38:35.000000+00:00\", \"2022-01-31 22:33:48.000000+00:00\"], \"session_ids\": [\"844e514a-1c91-4ed9-9d8f-2aab1a959b1b\", \"9bf97cd2-e2e8-41fd-ac1a-973c5727b52e\", \"25d6c2e8-9628-4b50-bf93-96629d4b208a\"], \"total_duration\": 84.0, \"total_sessions\": 3, \"mean_week_duration\": 0.778}, \"86363\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-09-07 01:17:31.000000+00:00\", \"2020-05-21 07:20:13.000000+00:00\", \"2021-10-31 20:31:38.000000+00:00\", \"2021-09-05 21:23:43.000000+00:00\", \"2021-06-13 09:52:41.000000+00:00\"], \"session_ids\": [\"6984cf99-d760-413a-a201-f0fc03fb27b8\", \"e29d36df-3178-4095-a4d5-d87ca5d97b2e\", \"8dbe2523-7ad8-490c-844e-547ecb71bac0\", \"0055ec36-3769-490e-8187-a31176bdca08\", \"d6088cfc-f120-41b1-bd14-ec3d9bb3614d\"], \"total_duration\": 3770.0, \"total_sessions\": 5, \"mean_week_duration\": 33.363}, \"10636\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-03-07 01:37:00.000000+00:00\", \"2021-03-30 02:46:37.000000+00:00\", \"2019-04-27 13:07:16.000000+00:00\", \"2020-03-13 11:26:08.000000+00:00\", \"2021-05-09 20:13:37.000000+00:00\", \"2019-08-22 09:48:31.000000+00:00\"], \"session_ids\": [\"3d924f0d-3830-4f15-93bc-7e4ee45cdb8f\", \"983d92a0-28d2-46f7-902d-1a069a130ea0\", \"614d5301-fd5c-47c9-bf00-294a54d3723f\", \"2f2e3388-a3fe-4194-bd8b-0c84b4b7ed94\", \"66431bf3-5ebe-43bb-944d-cf435bad849d\", \"02cc6371-06e5-44c3-a7d3-a87f0008a8d6\"], \"total_duration\": 2770.0, \"total_sessions\": 6, \"mean_week_duration\": 18.467}, \"13007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-21 12:11:15.000000+00:00\", \"2022-05-02 17:40:17.000000+00:00\"], \"session_ids\": [\"c3f475d1-7396-450b-ade2-0f113119e069\", \"7f67ad7b-2b20-4870-8a38-d8bcc6f0a14f\"], \"total_duration\": 387.0, \"total_sessions\": 2, \"mean_week_duration\": 3.486}, \"24829\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-08-09 09:49:18.000000+00:00\", \"2019-10-31 19:41:00.000000+00:00\", \"2021-02-09 23:16:47.000000+00:00\"], \"session_ids\": [\"ce08175b-e017-4b01-8b03-f4bf3f64dc81\", \"b183a527-66e1-4981-a844-89c77c2a697b\", \"e6a9e4f4-832b-462b-8f35-fd3571071927\"], \"total_duration\": 1089.0, \"total_sessions\": 3, \"mean_week_duration\": 11.71}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are less than 13 and are equal or greater than 46"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[13, 46]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"43037\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-22 21:50:09.000000+00:00\", \"2023-04-23 20:09:41.000000+00:00\", \"2020-12-31 02:41:49.000000+00:00\"], \"session_ids\": [\"f0f757d7-52ab-4922-9fd0-bed69f038098\", \"a520273c-a4f6-41c1-b865-02b82ead4708\", \"17388f1b-40fd-4732-9e61-80a405ccfaff\"], \"total_duration\": 83.0, \"total_sessions\": 3, \"mean_week_duration\": 0.432}, \"95352\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-07-03 12:54:14.000000+00:00\", \"2022-03-13 01:35:27.000000+00:00\"], \"session_ids\": [\"58262dc4-d0c3-457f-add1-ef03881d06c9\", \"ff39ddd9-0bf1-4941-9e3b-2f8326b353fd\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 1.688}, \"55970\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-01-12 14:26:48.000000+00:00\", \"2023-01-30 00:31:29.000000+00:00\", \"2021-11-28 05:13:25.000000+00:00\"], \"session_ids\": [\"63739f2c-e6c3-4980-9972-5a567434e348\", \"ed755365-b4c2-44a3-991c-e365bdf8f108\", \"f1bbbd1f-0003-4350-bd15-5afadcbc1aed\"], \"total_duration\": 502.0, \"total_sessions\": 3, \"mean_week_duration\": 8.23}, \"65337\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-04-29 17:31:26.000000+00:00\", \"2019-06-13 04:21:11.000000+00:00\"], \"session_ids\": [\"95857ddd-66da-4366-a68a-20bd6504a112\", \"85cb6bab-47bd-485f-8594-5b2324f63901\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.344}, \"84934\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-04-09 11:13:49.000000+00:00\", \"2020-01-09 03:38:35.000000+00:00\", \"2022-01-31 22:33:48.000000+00:00\"], \"session_ids\": [\"844e514a-1c91-4ed9-9d8f-2aab1a959b1b\", \"9bf97cd2-e2e8-41fd-ac1a-973c5727b52e\", \"25d6c2e8-9628-4b50-bf93-96629d4b208a\"], \"total_duration\": 84.0, \"total_sessions\": 3, \"mean_week_duration\": 0.778}, \"13007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-21 12:11:15.000000+00:00\", \"2022-05-02 17:40:17.000000+00:00\"], \"session_ids\": [\"c3f475d1-7396-450b-ade2-0f113119e069\", \"7f67ad7b-2b20-4870-8a38-d8bcc6f0a14f\"], \"total_duration\": 387.0, \"total_sessions\": 2, \"mean_week_duration\": 3.486}, \"24829\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-08-09 09:49:18.000000+00:00\", \"2019-10-31 19:41:00.000000+00:00\", \"2021-02-09 23:16:47.000000+00:00\"], \"session_ids\": [\"ce08175b-e017-4b01-8b03-f4bf3f64dc81\", \"b183a527-66e1-4981-a844-89c77c2a697b\", \"e6a9e4f4-832b-462b-8f35-fd3571071927\"], \"total_duration\": 1089.0, \"total_sessions\": 3, \"mean_week_duration\": 11.71}}\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[{\"24829\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-08-09 09:49:18.000000+00:00\", \"2019-10-31 19:41:00.000000+00:00\", \"2021-02-09 23:16:47.000000+00:00\"], \"session_ids\": [\"ce08175b-e017-4b01-8b03-f4bf3f64dc81\", \"b183a527-66e1-4981-a844-89c77c2a697b\", \"e6a9e4f4-832b-462b-8f35-fd3571071927\"], \"total_duration\": 1089.0, \"total_sessions\": 3, \"mean_week_duration\": 11.71}}, {\"55970\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-01-12 14:26:48.000000+00:00\", \"2023-01-30 00:31:29.000000+00:00\", \"2021-11-28 05:13:25.000000+00:00\"], \"session_ids\": [\"63739f2c-e6c3-4980-9972-5a567434e348\", \"ed755365-b4c2-44a3-991c-e365bdf8f108\", \"f1bbbd1f-0003-4350-bd15-5afadcbc1aed\"], \"total_duration\": 502.0, \"total_sessions\": 3, \"mean_week_duration\": 8.23}}, {\"13007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-21 12:11:15.000000+00:00\", \"2022-05-02 17:40:17.000000+00:00\"], \"session_ids\": [\"c3f475d1-7396-450b-ade2-0f113119e069\", \"7f67ad7b-2b20-4870-8a38-d8bcc6f0a14f\"], \"total_duration\": 387.0, \"total_sessions\": 2, \"mean_week_duration\": 3.486}}, {\"95352\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-07-03 12:54:14.000000+00:00\", \"2022-03-13 01:35:27.000000+00:00\"], \"session_ids\": [\"58262dc4-d0c3-457f-add1-ef03881d06c9\", \"ff39ddd9-0bf1-4941-9e3b-2f8326b353fd\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 1.688}}, {\"84934\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-04-09 11:13:49.000000+00:00\", \"2020-01-09 03:38:35.000000+00:00\", \"2022-01-31 22:33:48.000000+00:00\"], \"session_ids\": [\"844e514a-1c91-4ed9-9d8f-2aab1a959b1b\", \"9bf97cd2-e2e8-41fd-ac1a-973c5727b52e\", \"25d6c2e8-9628-4b50-bf93-96629d4b208a\"], \"total_duration\": 84.0, \"total_sessions\": 3, \"mean_week_duration\": 0.778}}, {\"43037\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-22 21:50:09.000000+00:00\", \"2023-04-23 20:09:41.000000+00:00\", \"2020-12-31 02:41:49.000000+00:00\"], \"session_ids\": [\"f0f757d7-52ab-4922-9fd0-bed69f038098\", \"a520273c-a4f6-41c1-b865-02b82ead4708\", \"17388f1b-40fd-4732-9e61-80a405ccfaff\"], \"total_duration\": 83.0, \"total_sessions\": 3, \"mean_week_duration\": 0.432}}, {\"65337\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-04-29 17:31:26.000000+00:00\", \"2019-06-13 04:21:11.000000+00:00\"], \"session_ids\": [\"95857ddd-66da-4366-a68a-20bd6504a112\", \"85cb6bab-47bd-485f-8594-5b2324f63901\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.344}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 7 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"24829\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-08-09 09:49:18.000000+00:00\", \"2019-10-31 19:41:00.000000+00:00\", \"2021-02-09 23:16:47.000000+00:00\"], \"session_ids\": [\"ce08175b-e017-4b01-8b03-f4bf3f64dc81\", \"b183a527-66e1-4981-a844-89c77c2a697b\", \"e6a9e4f4-832b-462b-8f35-fd3571071927\"], \"total_duration\": 1089.0, \"total_sessions\": 3, \"mean_week_duration\": 11.71}}, {\"55970\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-01-12 14:26:48.000000+00:00\", \"2023-01-30 00:31:29.000000+00:00\", \"2021-11-28 05:13:25.000000+00:00\"], \"session_ids\": [\"63739f2c-e6c3-4980-9972-5a567434e348\", \"ed755365-b4c2-44a3-991c-e365bdf8f108\", \"f1bbbd1f-0003-4350-bd15-5afadcbc1aed\"], \"total_duration\": 502.0, \"total_sessions\": 3, \"mean_week_duration\": 8.23}}, {\"13007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-21 12:11:15.000000+00:00\", \"2022-05-02 17:40:17.000000+00:00\"], \"session_ids\": [\"c3f475d1-7396-450b-ade2-0f113119e069\", \"7f67ad7b-2b20-4870-8a38-d8bcc6f0a14f\"], \"total_duration\": 387.0, \"total_sessions\": 2, \"mean_week_duration\": 3.486}}, {\"95352\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-07-03 12:54:14.000000+00:00\", \"2022-03-13 01:35:27.000000+00:00\"], \"session_ids\": [\"58262dc4-d0c3-457f-add1-ef03881d06c9\", \"ff39ddd9-0bf1-4941-9e3b-2f8326b353fd\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 1.688}}, {\"84934\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-04-09 11:13:49.000000+00:00\", \"2020-01-09 03:38:35.000000+00:00\", \"2022-01-31 22:33:48.000000+00:00\"], \"session_ids\": [\"844e514a-1c91-4ed9-9d8f-2aab1a959b1b\", \"9bf97cd2-e2e8-41fd-ac1a-973c5727b52e\", \"25d6c2e8-9628-4b50-bf93-96629d4b208a\"], \"total_duration\": 84.0, \"total_sessions\": 3, \"mean_week_duration\": 0.778}}, {\"43037\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-22 21:50:09.000000+00:00\", \"2023-04-23 20:09:41.000000+00:00\", \"2020-12-31 02:41:49.000000+00:00\"], \"session_ids\": [\"f0f757d7-52ab-4922-9fd0-bed69f038098\", \"a520273c-a4f6-41c1-b865-02b82ead4708\", \"17388f1b-40fd-4732-9e61-80a405ccfaff\"], \"total_duration\": 83.0, \"total_sessions\": 3, \"mean_week_duration\": 0.432}}, {\"65337\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-04-29 17:31:26.000000+00:00\", \"2019-06-13 04:21:11.000000+00:00\"], \"session_ids\": [\"95857ddd-66da-4366-a68a-20bd6504a112\", \"85cb6bab-47bd-485f-8594-5b2324f63901\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.344}}]\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[{\"24829\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-08-09 09:49:18.000000+00:00\", \"2019-10-31 19:41:00.000000+00:00\", \"2021-02-09 23:16:47.000000+00:00\"], \"session_ids\": [\"ce08175b-e017-4b01-8b03-f4bf3f64dc81\", \"b183a527-66e1-4981-a844-89c77c2a697b\", \"e6a9e4f4-832b-462b-8f35-fd3571071927\"], \"total_duration\": 1089.0, \"total_sessions\": 3, \"mean_week_duration\": 11.71}}, {\"55970\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-01-12 14:26:48.000000+00:00\", \"2023-01-30 00:31:29.000000+00:00\", \"2021-11-28 05:13:25.000000+00:00\"], \"session_ids\": [\"63739f2c-e6c3-4980-9972-5a567434e348\", \"ed755365-b4c2-44a3-991c-e365bdf8f108\", \"f1bbbd1f-0003-4350-bd15-5afadcbc1aed\"], \"total_duration\": 502.0, \"total_sessions\": 3, \"mean_week_duration\": 8.23}}, {\"13007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-21 12:11:15.000000+00:00\", \"2022-05-02 17:40:17.000000+00:00\"], \"session_ids\": [\"c3f475d1-7396-450b-ade2-0f113119e069\", \"7f67ad7b-2b20-4870-8a38-d8bcc6f0a14f\"], \"total_duration\": 387.0, \"total_sessions\": 2, \"mean_week_duration\": 3.486}}, {\"95352\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-07-03 12:54:14.000000+00:00\", \"2022-03-13 01:35:27.000000+00:00\"], \"session_ids\": [\"58262dc4-d0c3-457f-add1-ef03881d06c9\", \"ff39ddd9-0bf1-4941-9e3b-2f8326b353fd\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 1.688}}, {\"84934\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-04-09 11:13:49.000000+00:00\", \"2020-01-09 03:38:35.000000+00:00\", \"2022-01-31 22:33:48.000000+00:00\"], \"session_ids\": [\"844e514a-1c91-4ed9-9d8f-2aab1a959b1b\", \"9bf97cd2-e2e8-41fd-ac1a-973c5727b52e\", \"25d6c2e8-9628-4b50-bf93-96629d4b208a\"], \"total_duration\": 84.0, \"total_sessions\": 3, \"mean_week_duration\": 0.778}}, {\"43037\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-22 21:50:09.000000+00:00\", \"2023-04-23 20:09:41.000000+00:00\", \"2020-12-31 02:41:49.000000+00:00\"], \"session_ids\": [\"f0f757d7-52ab-4922-9fd0-bed69f038098\", \"a520273c-a4f6-41c1-b865-02b82ead4708\", \"17388f1b-40fd-4732-9e61-80a405ccfaff\"], \"total_duration\": 83.0, \"total_sessions\": 3, \"mean_week_duration\": 0.432}}, {\"65337\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-04-29 17:31:26.000000+00:00\", \"2019-06-13 04:21:11.000000+00:00\"], \"session_ids\": [\"95857ddd-66da-4366-a68a-20bd6504a112\", \"85cb6bab-47bd-485f-8594-5b2324f63901\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.344}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please offer data on user who has total_duration larger than 2121 inclusive in addition put to use sorting by site usage time per week desc as well as remain only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"89728\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-12-17 01:21:39.000000+00:00\", \"2021-09-21 20:33:29.000000+00:00\"], \"session_ids\": [\"ab6edfa2-c996-4879-b5df-094a0a62b4d8\", \"d69051e0-a285-4251-bd1c-7ace122f0d9c\"], \"total_duration\": 452.0, \"total_sessions\": 2, \"mean_week_duration\": 11.3}, \"2385\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-04-16 15:00:45.000000+00:00\", \"2019-03-24 20:28:27.000000+00:00\"], \"session_ids\": [\"87eef34b-1d34-49ef-a60a-18e0d74c6ac3\", \"af197b4a-8b55-4c75-b14b-15bfd81d4155\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 16.25}, \"87517\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-11-28 18:55:55.000000+00:00\", \"2019-09-26 04:53:56.000000+00:00\", \"2019-12-28 23:11:22.000000+00:00\", \"2022-09-16 15:22:34.000000+00:00\", \"2019-03-03 17:46:56.000000+00:00\", \"2019-08-12 17:28:37.000000+00:00\", \"2022-11-28 23:57:41.000000+00:00\"], \"session_ids\": [\"179a1745-1b5f-4139-9356-dfdead3ed3e8\", \"42b4382d-4c5c-4301-acb2-0dca1bbe37c5\", \"de7690d8-0ad8-46a2-b033-561e21926d1e\", \"7b840964-a882-440e-86ee-d0abd6405e32\", \"9f5158f2-2bfb-47ee-91b0-1874ec3cf5e0\", \"34d49772-6e92-443f-a0d1-957af34b9f77\", \"1e6059ab-e83c-429a-b1ca-bfc3d5688e41\"], \"total_duration\": 5770.0, \"total_sessions\": 7, \"mean_week_duration\": 29.439}, \"92476\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-03-04 11:23:39.000000+00:00\", \"2019-12-08 19:25:51.000000+00:00\", \"2019-07-11 18:39:38.000000+00:00\"], \"session_ids\": [\"2b2fac49-82ba-489d-b186-501066db470a\", \"b43874b7-da6d-40da-8ce4-7b74e68ee794\", \"d3d52ef5-76fd-4c83-bcb7-078b95d0d826\"], \"total_duration\": 30.0, \"total_sessions\": 3, \"mean_week_duration\": 0.349}, \"26377\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 8, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-03-13 04:32:26.000000+00:00\", \"2021-08-25 07:58:06.000000+00:00\"], \"session_ids\": [\"83769e9b-7367-498f-bd48-ba150ed5b524\", \"b11f35a2-5629-49f1-a769-6077ff10d665\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.25}, \"85022\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-12-23 16:40:33.000000+00:00\", \"2021-11-23 08:05:48.000000+00:00\"], \"session_ids\": [\"3b3745b9-ee7a-4237-a395-5e707714bf07\", \"9c032d96-a93b-48d0-abe8-04e70e750ccf\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.312}, \"40730\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-06-22 02:16:24.000000+00:00\", \"2019-11-28 12:16:46.000000+00:00\"], \"session_ids\": [\"3f747407-2aea-4d05-b8a0-9f31c70f6cb8\", \"455767e6-fb9d-4aba-9bfb-a1cce50bee14\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.129}, \"54952\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 5}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-08-14 03:58:24.000000+00:00\", \"2022-09-29 04:14:30.000000+00:00\"], \"session_ids\": [\"1fa7783b-8e42-44dc-bfe0-049d748140f8\", \"371e4292-709f-4b43-a917-c295c5e332e7\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.322}, \"69575\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-06-07 03:37:05.000000+00:00\", \"2021-10-25 04:21:03.000000+00:00\"], \"session_ids\": [\"ec86d6a3-3b6a-4ccc-a0c3-29f8394128d4\", \"0be8c419-4484-4f99-8cca-f33ee9cddbf4\"], \"total_duration\": 149.0, \"total_sessions\": 2, \"mean_week_duration\": 1.192}, \"72040\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-12-04 03:05:41.000000+00:00\", \"2019-03-13 14:36:18.000000+00:00\", \"2021-05-17 02:55:57.000000+00:00\", \"2022-02-07 17:42:14.000000+00:00\"], \"session_ids\": [\"8ce84c20-bf36-466f-a02d-f279d0c5ca65\", \"8a5581da-73a6-4814-8c10-a67eeb998676\", \"e0a448bd-59d4-4f39-a71b-17f691936d45\", \"ecece4f6-965a-4a7d-9327-a349334459f2\"], \"total_duration\": 2058.0, \"total_sessions\": 4, \"mean_week_duration\": 13.539}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or greater than 2121"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\"]]}, \"all_values\": {\"total_duration\": [[2121, 3433]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"87517\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-11-28 18:55:55.000000+00:00\", \"2019-09-26 04:53:56.000000+00:00\", \"2019-12-28 23:11:22.000000+00:00\", \"2022-09-16 15:22:34.000000+00:00\", \"2019-03-03 17:46:56.000000+00:00\", \"2019-08-12 17:28:37.000000+00:00\", \"2022-11-28 23:57:41.000000+00:00\"], \"session_ids\": [\"179a1745-1b5f-4139-9356-dfdead3ed3e8\", \"42b4382d-4c5c-4301-acb2-0dca1bbe37c5\", \"de7690d8-0ad8-46a2-b033-561e21926d1e\", \"7b840964-a882-440e-86ee-d0abd6405e32\", \"9f5158f2-2bfb-47ee-91b0-1874ec3cf5e0\", \"34d49772-6e92-443f-a0d1-957af34b9f77\", \"1e6059ab-e83c-429a-b1ca-bfc3d5688e41\"], \"total_duration\": 5770.0, \"total_sessions\": 7, \"mean_week_duration\": 29.439}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"87517\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-11-28 18:55:55.000000+00:00\", \"2019-09-26 04:53:56.000000+00:00\", \"2019-12-28 23:11:22.000000+00:00\", \"2022-09-16 15:22:34.000000+00:00\", \"2019-03-03 17:46:56.000000+00:00\", \"2019-08-12 17:28:37.000000+00:00\", \"2022-11-28 23:57:41.000000+00:00\"], \"session_ids\": [\"179a1745-1b5f-4139-9356-dfdead3ed3e8\", \"42b4382d-4c5c-4301-acb2-0dca1bbe37c5\", \"de7690d8-0ad8-46a2-b033-561e21926d1e\", \"7b840964-a882-440e-86ee-d0abd6405e32\", \"9f5158f2-2bfb-47ee-91b0-1874ec3cf5e0\", \"34d49772-6e92-443f-a0d1-957af34b9f77\", \"1e6059ab-e83c-429a-b1ca-bfc3d5688e41\"], \"total_duration\": 5770.0, \"total_sessions\": 7, \"mean_week_duration\": 29.439}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"87517\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-11-28 18:55:55.000000+00:00\", \"2019-09-26 04:53:56.000000+00:00\", \"2019-12-28 23:11:22.000000+00:00\", \"2022-09-16 15:22:34.000000+00:00\", \"2019-03-03 17:46:56.000000+00:00\", \"2019-08-12 17:28:37.000000+00:00\", \"2022-11-28 23:57:41.000000+00:00\"], \"session_ids\": [\"179a1745-1b5f-4139-9356-dfdead3ed3e8\", \"42b4382d-4c5c-4301-acb2-0dca1bbe37c5\", \"de7690d8-0ad8-46a2-b033-561e21926d1e\", \"7b840964-a882-440e-86ee-d0abd6405e32\", \"9f5158f2-2bfb-47ee-91b0-1874ec3cf5e0\", \"34d49772-6e92-443f-a0d1-957af34b9f77\", \"1e6059ab-e83c-429a-b1ca-bfc3d5688e41\"], \"total_duration\": 5770.0, \"total_sessions\": 7, \"mean_week_duration\": 29.439}}]\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[{\"87517\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-11-28 18:55:55.000000+00:00\", \"2019-09-26 04:53:56.000000+00:00\", \"2019-12-28 23:11:22.000000+00:00\", \"2022-09-16 15:22:34.000000+00:00\", \"2019-03-03 17:46:56.000000+00:00\", \"2019-08-12 17:28:37.000000+00:00\", \"2022-11-28 23:57:41.000000+00:00\"], \"session_ids\": [\"179a1745-1b5f-4139-9356-dfdead3ed3e8\", \"42b4382d-4c5c-4301-acb2-0dca1bbe37c5\", \"de7690d8-0ad8-46a2-b033-561e21926d1e\", \"7b840964-a882-440e-86ee-d0abd6405e32\", \"9f5158f2-2bfb-47ee-91b0-1874ec3cf5e0\", \"34d49772-6e92-443f-a0d1-957af34b9f77\", \"1e6059ab-e83c-429a-b1ca-bfc3d5688e41\"], \"total_duration\": 5770.0, \"total_sessions\": 7, \"mean_week_duration\": 29.439}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Give me details on 5 users with a sum of sessions that is higher than 9 and lower than 4 also sort by average week duration from the largest value to the smallest value also save only 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"39219\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2023-05-19 02:52:25.000000+00:00\", \"2021-08-07 13:42:41.000000+00:00\", \"2019-01-25 22:38:50.000000+00:00\", \"2021-08-02 05:21:49.000000+00:00\", \"2022-11-13 18:30:37.000000+00:00\", \"2020-06-29 20:33:21.000000+00:00\"], \"session_ids\": [\"f467f16b-7409-436f-a5fc-1503f917cf64\", \"ac1783c2-896a-43fd-8fe9-6b6b949d51db\", \"6e4796f9-35bf-4fb5-9954-23cc85035178\", \"662c92f3-e7f9-40ca-bb0f-d8f4ae3f9d1a\", \"3e2fd90a-9e13-42c9-a2c3-3fe5f342a853\", \"0a1bd40c-3a0a-425d-842b-15a8377b1a60\"], \"total_duration\": 969.0, \"total_sessions\": 6, \"mean_week_duration\": 4.307}, \"82080\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-03-06 21:29:41.000000+00:00\", \"2023-03-20 20:57:36.000000+00:00\", \"2021-07-29 01:54:17.000000+00:00\"], \"session_ids\": [\"3a60111b-c1ac-400f-a4db-160b42ab8e90\", \"7978427c-f1c5-43ab-bb2f-abf229d0eca4\", \"6f26b2e8-33ba-4874-a821-3d9025f60db8\"], \"total_duration\": 50.0, \"total_sessions\": 3, \"mean_week_duration\": 0.237}, \"69548\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-03-01 16:56:20.000000+00:00\", \"2021-11-23 20:39:50.000000+00:00\", \"2022-08-11 09:42:59.000000+00:00\", \"2019-10-23 02:42:46.000000+00:00\", \"2020-08-14 18:42:43.000000+00:00\", \"2020-03-09 05:42:11.000000+00:00\", \"2021-04-11 03:40:26.000000+00:00\"], \"session_ids\": [\"c87d8424-e41a-4626-a0eb-65ff443f1388\", \"34f7b460-ce8f-4ba9-a76e-a3aae70a2720\", \"2d02932e-ef41-4faf-8ca5-680df35ed3a4\", \"15c6bdb2-77f8-478c-943c-e8fde5484ec1\", \"5bc0d2bd-4788-4b58-84fb-f6cdb933ccd1\", \"8745b091-d4f7-40b0-9efb-900f0c9375f7\", \"e23305b4-005e-40a9-a749-03920f5bda0c\"], \"total_duration\": 4984.0, \"total_sessions\": 7, \"mean_week_duration\": 33.905}, \"99232\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-06-16 07:13:26.000000+00:00\", \"2021-11-06 08:35:40.000000+00:00\"], \"session_ids\": [\"eed50323-5bdc-4094-a67a-21ce8affed14\", \"8f2c66c5-2d74-4ad4-ae05-3b66efbaba75\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 1.094}, \"79218\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-04-25 16:58:29.000000+00:00\", \"2023-02-26 10:11:16.000000+00:00\"], \"session_ids\": [\"814e24ba-d374-4e2a-bd2e-27eb470262ec\", \"1bc1b251-fe53-4fd1-91c0-c54293401b7b\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 2.318}, \"67859\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-09-05 18:04:09.000000+00:00\", \"2021-09-09 11:53:05.000000+00:00\", \"2019-03-11 16:10:09.000000+00:00\"], \"session_ids\": [\"517aa45b-f47a-4709-83e9-e22cabfc5b01\", \"a454e4db-3dee-4b1c-81b6-f6664a200d3f\", \"9b423417-638b-4a84-af56-3eff9b84930e\"], \"total_duration\": 101.0, \"total_sessions\": 3, \"mean_week_duration\": 0.771}, \"83994\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-22 08:15:40.000000+00:00\", \"2020-11-25 16:04:44.000000+00:00\", \"2022-08-31 12:18:18.000000+00:00\"], \"session_ids\": [\"ff2ae879-c615-444d-b01c-a9ae1dc738c7\", \"eb9312fe-d7ae-4380-a563-e9a99786f843\", \"f6666fcd-03bb-46b2-a03d-b5f1361ac228\"], \"total_duration\": 45.0, \"total_sessions\": 3, \"mean_week_duration\": 0.489}, \"3601\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-04-30 20:30:01.000000+00:00\", \"2019-08-08 11:32:02.000000+00:00\"], \"session_ids\": [\"58114462-8dee-40d5-b98f-8ce41424b33c\", \"8872b81e-b100-40ca-985f-09a9cf0f978f\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.473}, \"80134\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-06-30 23:14:58.000000+00:00\", \"2019-12-31 08:31:33.000000+00:00\"], \"session_ids\": [\"2d287616-7c5d-432c-828d-bf9626999f72\", \"72efeafd-3dc3-4ab2-8a2b-4c9a9d0a2e1f\"], \"total_duration\": 482.0, \"total_sessions\": 2, \"mean_week_duration\": 6.101}, \"72119\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-11-22 22:56:41.000000+00:00\", \"2022-06-09 20:00:23.000000+00:00\", \"2019-09-23 06:53:21.000000+00:00\"], \"session_ids\": [\"f0068113-e000-4fdd-8fac-46af69aa1436\", \"392160f3-0fe9-42d9-949f-11cbb2572bd9\", \"865493ed-6e11-4d88-9288-94d0ef671b47\"], \"total_duration\": 26.0, \"total_sessions\": 3, \"mean_week_duration\": 0.183}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or less than 4 and are equal or greater than 9"
},
{
"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{\"82080\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-03-06 21:29:41.000000+00:00\", \"2023-03-20 20:57:36.000000+00:00\", \"2021-07-29 01:54:17.000000+00:00\"], \"session_ids\": [\"3a60111b-c1ac-400f-a4db-160b42ab8e90\", \"7978427c-f1c5-43ab-bb2f-abf229d0eca4\", \"6f26b2e8-33ba-4874-a821-3d9025f60db8\"], \"total_duration\": 50.0, \"total_sessions\": 3, \"mean_week_duration\": 0.237}, \"99232\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-06-16 07:13:26.000000+00:00\", \"2021-11-06 08:35:40.000000+00:00\"], \"session_ids\": [\"eed50323-5bdc-4094-a67a-21ce8affed14\", \"8f2c66c5-2d74-4ad4-ae05-3b66efbaba75\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 1.094}, \"79218\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-04-25 16:58:29.000000+00:00\", \"2023-02-26 10:11:16.000000+00:00\"], \"session_ids\": [\"814e24ba-d374-4e2a-bd2e-27eb470262ec\", \"1bc1b251-fe53-4fd1-91c0-c54293401b7b\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 2.318}, \"67859\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-09-05 18:04:09.000000+00:00\", \"2021-09-09 11:53:05.000000+00:00\", \"2019-03-11 16:10:09.000000+00:00\"], \"session_ids\": [\"517aa45b-f47a-4709-83e9-e22cabfc5b01\", \"a454e4db-3dee-4b1c-81b6-f6664a200d3f\", \"9b423417-638b-4a84-af56-3eff9b84930e\"], \"total_duration\": 101.0, \"total_sessions\": 3, \"mean_week_duration\": 0.771}, \"83994\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-22 08:15:40.000000+00:00\", \"2020-11-25 16:04:44.000000+00:00\", \"2022-08-31 12:18:18.000000+00:00\"], \"session_ids\": [\"ff2ae879-c615-444d-b01c-a9ae1dc738c7\", \"eb9312fe-d7ae-4380-a563-e9a99786f843\", \"f6666fcd-03bb-46b2-a03d-b5f1361ac228\"], \"total_duration\": 45.0, \"total_sessions\": 3, \"mean_week_duration\": 0.489}, \"3601\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-04-30 20:30:01.000000+00:00\", \"2019-08-08 11:32:02.000000+00:00\"], \"session_ids\": [\"58114462-8dee-40d5-b98f-8ce41424b33c\", \"8872b81e-b100-40ca-985f-09a9cf0f978f\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.473}, \"80134\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-06-30 23:14:58.000000+00:00\", \"2019-12-31 08:31:33.000000+00:00\"], \"session_ids\": [\"2d287616-7c5d-432c-828d-bf9626999f72\", \"72efeafd-3dc3-4ab2-8a2b-4c9a9d0a2e1f\"], \"total_duration\": 482.0, \"total_sessions\": 2, \"mean_week_duration\": 6.101}, \"72119\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-11-22 22:56:41.000000+00:00\", \"2022-06-09 20:00:23.000000+00:00\", \"2019-09-23 06:53:21.000000+00:00\"], \"session_ids\": [\"f0068113-e000-4fdd-8fac-46af69aa1436\", \"392160f3-0fe9-42d9-949f-11cbb2572bd9\", \"865493ed-6e11-4d88-9288-94d0ef671b47\"], \"total_duration\": 26.0, \"total_sessions\": 3, \"mean_week_duration\": 0.183}}\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[{\"80134\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-06-30 23:14:58.000000+00:00\", \"2019-12-31 08:31:33.000000+00:00\"], \"session_ids\": [\"2d287616-7c5d-432c-828d-bf9626999f72\", \"72efeafd-3dc3-4ab2-8a2b-4c9a9d0a2e1f\"], \"total_duration\": 482.0, \"total_sessions\": 2, \"mean_week_duration\": 6.101}}, {\"79218\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-04-25 16:58:29.000000+00:00\", \"2023-02-26 10:11:16.000000+00:00\"], \"session_ids\": [\"814e24ba-d374-4e2a-bd2e-27eb470262ec\", \"1bc1b251-fe53-4fd1-91c0-c54293401b7b\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 2.318}}, {\"99232\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-06-16 07:13:26.000000+00:00\", \"2021-11-06 08:35:40.000000+00:00\"], \"session_ids\": [\"eed50323-5bdc-4094-a67a-21ce8affed14\", \"8f2c66c5-2d74-4ad4-ae05-3b66efbaba75\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 1.094}}, {\"67859\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-09-05 18:04:09.000000+00:00\", \"2021-09-09 11:53:05.000000+00:00\", \"2019-03-11 16:10:09.000000+00:00\"], \"session_ids\": [\"517aa45b-f47a-4709-83e9-e22cabfc5b01\", \"a454e4db-3dee-4b1c-81b6-f6664a200d3f\", \"9b423417-638b-4a84-af56-3eff9b84930e\"], \"total_duration\": 101.0, \"total_sessions\": 3, \"mean_week_duration\": 0.771}}, {\"83994\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-22 08:15:40.000000+00:00\", \"2020-11-25 16:04:44.000000+00:00\", \"2022-08-31 12:18:18.000000+00:00\"], \"session_ids\": [\"ff2ae879-c615-444d-b01c-a9ae1dc738c7\", \"eb9312fe-d7ae-4380-a563-e9a99786f843\", \"f6666fcd-03bb-46b2-a03d-b5f1361ac228\"], \"total_duration\": 45.0, \"total_sessions\": 3, \"mean_week_duration\": 0.489}}, {\"3601\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-04-30 20:30:01.000000+00:00\", \"2019-08-08 11:32:02.000000+00:00\"], \"session_ids\": [\"58114462-8dee-40d5-b98f-8ce41424b33c\", \"8872b81e-b100-40ca-985f-09a9cf0f978f\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.473}}, {\"82080\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-03-06 21:29:41.000000+00:00\", \"2023-03-20 20:57:36.000000+00:00\", \"2021-07-29 01:54:17.000000+00:00\"], \"session_ids\": [\"3a60111b-c1ac-400f-a4db-160b42ab8e90\", \"7978427c-f1c5-43ab-bb2f-abf229d0eca4\", \"6f26b2e8-33ba-4874-a821-3d9025f60db8\"], \"total_duration\": 50.0, \"total_sessions\": 3, \"mean_week_duration\": 0.237}}, {\"72119\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-11-22 22:56:41.000000+00:00\", \"2022-06-09 20:00:23.000000+00:00\", \"2019-09-23 06:53:21.000000+00:00\"], \"session_ids\": [\"f0068113-e000-4fdd-8fac-46af69aa1436\", \"392160f3-0fe9-42d9-949f-11cbb2572bd9\", \"865493ed-6e11-4d88-9288-94d0ef671b47\"], \"total_duration\": 26.0, \"total_sessions\": 3, \"mean_week_duration\": 0.183}}]\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[{\"80134\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-06-30 23:14:58.000000+00:00\", \"2019-12-31 08:31:33.000000+00:00\"], \"session_ids\": [\"2d287616-7c5d-432c-828d-bf9626999f72\", \"72efeafd-3dc3-4ab2-8a2b-4c9a9d0a2e1f\"], \"total_duration\": 482.0, \"total_sessions\": 2, \"mean_week_duration\": 6.101}}, {\"79218\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-04-25 16:58:29.000000+00:00\", \"2023-02-26 10:11:16.000000+00:00\"], \"session_ids\": [\"814e24ba-d374-4e2a-bd2e-27eb470262ec\", \"1bc1b251-fe53-4fd1-91c0-c54293401b7b\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 2.318}}, {\"99232\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-06-16 07:13:26.000000+00:00\", \"2021-11-06 08:35:40.000000+00:00\"], \"session_ids\": [\"eed50323-5bdc-4094-a67a-21ce8affed14\", \"8f2c66c5-2d74-4ad4-ae05-3b66efbaba75\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 1.094}}, {\"67859\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-09-05 18:04:09.000000+00:00\", \"2021-09-09 11:53:05.000000+00:00\", \"2019-03-11 16:10:09.000000+00:00\"], \"session_ids\": [\"517aa45b-f47a-4709-83e9-e22cabfc5b01\", \"a454e4db-3dee-4b1c-81b6-f6664a200d3f\", \"9b423417-638b-4a84-af56-3eff9b84930e\"], \"total_duration\": 101.0, \"total_sessions\": 3, \"mean_week_duration\": 0.771}}]\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[{\"80134\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-06-30 23:14:58.000000+00:00\", \"2019-12-31 08:31:33.000000+00:00\"], \"session_ids\": [\"2d287616-7c5d-432c-828d-bf9626999f72\", \"72efeafd-3dc3-4ab2-8a2b-4c9a9d0a2e1f\"], \"total_duration\": 482.0, \"total_sessions\": 2, \"mean_week_duration\": 6.101}}, {\"79218\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-04-25 16:58:29.000000+00:00\", \"2023-02-26 10:11:16.000000+00:00\"], \"session_ids\": [\"814e24ba-d374-4e2a-bd2e-27eb470262ec\", \"1bc1b251-fe53-4fd1-91c0-c54293401b7b\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 2.318}}, {\"99232\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-06-16 07:13:26.000000+00:00\", \"2021-11-06 08:35:40.000000+00:00\"], \"session_ids\": [\"eed50323-5bdc-4094-a67a-21ce8affed14\", \"8f2c66c5-2d74-4ad4-ae05-3b66efbaba75\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 1.094}}, {\"67859\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-09-05 18:04:09.000000+00:00\", \"2021-09-09 11:53:05.000000+00:00\", \"2019-03-11 16:10:09.000000+00:00\"], \"session_ids\": [\"517aa45b-f47a-4709-83e9-e22cabfc5b01\", \"a454e4db-3dee-4b1c-81b6-f6664a200d3f\", \"9b423417-638b-4a84-af56-3eff9b84930e\"], \"total_duration\": 101.0, \"total_sessions\": 3, \"mean_week_duration\": 0.771}}]\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 user who isn't inhabitant of the city Quito in addition sort by mean of duration of sessions per week form the highest value to the lowest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"77750\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-22 06:17:03.000000+00:00\", \"2019-10-01 23:18:55.000000+00:00\"], \"session_ids\": [\"572b6654-4df8-4f8e-91c4-2afa8461b50d\", \"cc336ed1-0333-4c40-8006-2fc9150088dc\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 1.416}, \"68107\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2023-05-29 05:53:33.000000+00:00\", \"2021-08-05 16:35:50.000000+00:00\", \"2020-11-24 02:17:51.000000+00:00\", \"2021-11-09 14:43:48.000000+00:00\"], \"session_ids\": [\"680d6e1d-11c7-40e6-a98b-345f8ce4ce74\", \"499d42c4-0cf8-4cd3-b852-7c9ab2417324\", \"ee3402b7-c39a-4581-abf0-69c0844375be\", \"5eef4358-0b8c-4a7b-b635-4ea1a8953dc7\"], \"total_duration\": 81.0, \"total_sessions\": 4, \"mean_week_duration\": 0.618}, \"27238\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-03-07 16:37:36.000000+00:00\", \"2021-09-27 15:24:26.000000+00:00\"], \"session_ids\": [\"229bc3e8-de6f-4108-a0fd-f74db4a2365c\", \"af313592-99df-47bf-a3c6-526aadcc98db\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"21275\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-08-20 11:14:53.000000+00:00\", \"2020-09-12 01:16:05.000000+00:00\", \"2020-11-28 02:16:14.000000+00:00\", \"2020-10-06 13:21:15.000000+00:00\", \"2021-04-04 12:04:00.000000+00:00\", \"2019-06-07 20:20:24.000000+00:00\", \"2021-07-26 16:53:33.000000+00:00\", \"2021-11-14 16:36:39.000000+00:00\", \"2019-07-18 12:45:19.000000+00:00\", \"2020-03-21 18:26:16.000000+00:00\"], \"session_ids\": [\"6ed63c2d-b6df-48a1-acf2-6c03cc838f0c\", \"5f6cad4e-bf6b-428d-8a44-63ef89e9dbfe\", \"86fc50b4-100c-4b6b-ae80-dae7e2f73289\", \"0c14fb9d-3d12-480d-b284-e20fe763a5f7\", \"98ae0fc5-4a12-4f5a-977f-9c6c4a29e448\", \"a524784e-bcb4-4f5a-9e5d-f8a0af0ff37a\", \"9218ea21-dfe3-4f02-b41e-1530e9f6cd9f\", \"502e0ba3-ed9d-4737-9145-ea28d748738e\", \"2663369b-2294-4e9a-898e-d937f1a2ac7a\", \"642f0d64-89db-4222-8da6-db9dccd48385\"], \"total_duration\": 13546.0, \"total_sessions\": 10, \"mean_week_duration\": 81.114}, \"53359\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-01-02 15:01:07.000000+00:00\", \"2023-02-15 17:07:23.000000+00:00\"], \"session_ids\": [\"d24e190f-7b8e-4505-8de6-ca843a45117c\", \"86be2988-c967-459e-b889-e558f3d3bbef\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 1.804}, \"53134\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2019-10-21 12:33:35.000000+00:00\", \"2019-07-10 20:41:00.000000+00:00\"], \"session_ids\": [\"c1ef0ad8-ab22-494c-8268-8cb409de7f5b\", \"26df7627-3af6-47ae-b881-218659c72477\"], \"total_duration\": 443.0, \"total_sessions\": 2, \"mean_week_duration\": 29.533}, \"82377\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-10-02 00:06:55.000000+00:00\", \"2020-05-03 02:57:40.000000+00:00\"], \"session_ids\": [\"6f6ed596-a599-4def-a464-d45b3aeeccea\", \"3b6ea26c-6792-4037-a26b-6eae7f2ccde6\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 1.325}, \"50464\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-10-17 02:03:26.000000+00:00\", \"2019-05-06 07:13:40.000000+00:00\"], \"session_ids\": [\"affbe553-98dd-44ce-9608-e3e94df9f5bb\", \"1455a2c8-5cad-42bc-bc42-29c1ab873032\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 1.776}, \"89344\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-05-04 04:14:07.000000+00:00\", \"2020-08-07 22:01:12.000000+00:00\"], \"session_ids\": [\"2f12ae20-370b-4b46-a653-6a8bd4cbcd7c\", \"66a923ae-a08d-41e7-b633-5564921b8885\"], \"total_duration\": 166.0, \"total_sessions\": 2, \"mean_week_duration\": 4.256}, \"46112\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-02 10:18:28.000000+00:00\", \"2022-06-19 02:53:20.000000+00:00\", \"2021-01-20 01:27:03.000000+00:00\", \"2021-12-13 13:01:06.000000+00:00\", \"2021-03-27 15:24:05.000000+00:00\", \"2019-07-23 23:23:23.000000+00:00\"], \"session_ids\": [\"84ad6f33-adac-415a-b047-5f904259eba5\", \"773afe57-6361-4de3-a841-3f1d39f9a70b\", \"579d89d4-11ad-4995-947d-024b316cbfef\", \"c315c06b-c6b5-48e1-a27b-939294a51c6a\", \"d884e570-3cba-470b-a4ab-41b41f466257\", \"2a5a72df-30aa-453d-9dcc-2de34f532efb\"], \"total_duration\": 261.0, \"total_sessions\": 6, \"mean_week_duration\": 1.717}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is not Quito"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Quito\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"77750\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-22 06:17:03.000000+00:00\", \"2019-10-01 23:18:55.000000+00:00\"], \"session_ids\": [\"572b6654-4df8-4f8e-91c4-2afa8461b50d\", \"cc336ed1-0333-4c40-8006-2fc9150088dc\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 1.416}, \"68107\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2023-05-29 05:53:33.000000+00:00\", \"2021-08-05 16:35:50.000000+00:00\", \"2020-11-24 02:17:51.000000+00:00\", \"2021-11-09 14:43:48.000000+00:00\"], \"session_ids\": [\"680d6e1d-11c7-40e6-a98b-345f8ce4ce74\", \"499d42c4-0cf8-4cd3-b852-7c9ab2417324\", \"ee3402b7-c39a-4581-abf0-69c0844375be\", \"5eef4358-0b8c-4a7b-b635-4ea1a8953dc7\"], \"total_duration\": 81.0, \"total_sessions\": 4, \"mean_week_duration\": 0.618}, \"27238\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-03-07 16:37:36.000000+00:00\", \"2021-09-27 15:24:26.000000+00:00\"], \"session_ids\": [\"229bc3e8-de6f-4108-a0fd-f74db4a2365c\", \"af313592-99df-47bf-a3c6-526aadcc98db\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"21275\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-08-20 11:14:53.000000+00:00\", \"2020-09-12 01:16:05.000000+00:00\", \"2020-11-28 02:16:14.000000+00:00\", \"2020-10-06 13:21:15.000000+00:00\", \"2021-04-04 12:04:00.000000+00:00\", \"2019-06-07 20:20:24.000000+00:00\", \"2021-07-26 16:53:33.000000+00:00\", \"2021-11-14 16:36:39.000000+00:00\", \"2019-07-18 12:45:19.000000+00:00\", \"2020-03-21 18:26:16.000000+00:00\"], \"session_ids\": [\"6ed63c2d-b6df-48a1-acf2-6c03cc838f0c\", \"5f6cad4e-bf6b-428d-8a44-63ef89e9dbfe\", \"86fc50b4-100c-4b6b-ae80-dae7e2f73289\", \"0c14fb9d-3d12-480d-b284-e20fe763a5f7\", \"98ae0fc5-4a12-4f5a-977f-9c6c4a29e448\", \"a524784e-bcb4-4f5a-9e5d-f8a0af0ff37a\", \"9218ea21-dfe3-4f02-b41e-1530e9f6cd9f\", \"502e0ba3-ed9d-4737-9145-ea28d748738e\", \"2663369b-2294-4e9a-898e-d937f1a2ac7a\", \"642f0d64-89db-4222-8da6-db9dccd48385\"], \"total_duration\": 13546.0, \"total_sessions\": 10, \"mean_week_duration\": 81.114}, \"53359\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-01-02 15:01:07.000000+00:00\", \"2023-02-15 17:07:23.000000+00:00\"], \"session_ids\": [\"d24e190f-7b8e-4505-8de6-ca843a45117c\", \"86be2988-c967-459e-b889-e558f3d3bbef\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 1.804}, \"53134\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2019-10-21 12:33:35.000000+00:00\", \"2019-07-10 20:41:00.000000+00:00\"], \"session_ids\": [\"c1ef0ad8-ab22-494c-8268-8cb409de7f5b\", \"26df7627-3af6-47ae-b881-218659c72477\"], \"total_duration\": 443.0, \"total_sessions\": 2, \"mean_week_duration\": 29.533}, \"82377\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-10-02 00:06:55.000000+00:00\", \"2020-05-03 02:57:40.000000+00:00\"], \"session_ids\": [\"6f6ed596-a599-4def-a464-d45b3aeeccea\", \"3b6ea26c-6792-4037-a26b-6eae7f2ccde6\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 1.325}, \"50464\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-10-17 02:03:26.000000+00:00\", \"2019-05-06 07:13:40.000000+00:00\"], \"session_ids\": [\"affbe553-98dd-44ce-9608-e3e94df9f5bb\", \"1455a2c8-5cad-42bc-bc42-29c1ab873032\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 1.776}, \"89344\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-05-04 04:14:07.000000+00:00\", \"2020-08-07 22:01:12.000000+00:00\"], \"session_ids\": [\"2f12ae20-370b-4b46-a653-6a8bd4cbcd7c\", \"66a923ae-a08d-41e7-b633-5564921b8885\"], \"total_duration\": 166.0, \"total_sessions\": 2, \"mean_week_duration\": 4.256}, \"46112\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-02 10:18:28.000000+00:00\", \"2022-06-19 02:53:20.000000+00:00\", \"2021-01-20 01:27:03.000000+00:00\", \"2021-12-13 13:01:06.000000+00:00\", \"2021-03-27 15:24:05.000000+00:00\", \"2019-07-23 23:23:23.000000+00:00\"], \"session_ids\": [\"84ad6f33-adac-415a-b047-5f904259eba5\", \"773afe57-6361-4de3-a841-3f1d39f9a70b\", \"579d89d4-11ad-4995-947d-024b316cbfef\", \"c315c06b-c6b5-48e1-a27b-939294a51c6a\", \"d884e570-3cba-470b-a4ab-41b41f466257\", \"2a5a72df-30aa-453d-9dcc-2de34f532efb\"], \"total_duration\": 261.0, \"total_sessions\": 6, \"mean_week_duration\": 1.717}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"21275\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-08-20 11:14:53.000000+00:00\", \"2020-09-12 01:16:05.000000+00:00\", \"2020-11-28 02:16:14.000000+00:00\", \"2020-10-06 13:21:15.000000+00:00\", \"2021-04-04 12:04:00.000000+00:00\", \"2019-06-07 20:20:24.000000+00:00\", \"2021-07-26 16:53:33.000000+00:00\", \"2021-11-14 16:36:39.000000+00:00\", \"2019-07-18 12:45:19.000000+00:00\", \"2020-03-21 18:26:16.000000+00:00\"], \"session_ids\": [\"6ed63c2d-b6df-48a1-acf2-6c03cc838f0c\", \"5f6cad4e-bf6b-428d-8a44-63ef89e9dbfe\", \"86fc50b4-100c-4b6b-ae80-dae7e2f73289\", \"0c14fb9d-3d12-480d-b284-e20fe763a5f7\", \"98ae0fc5-4a12-4f5a-977f-9c6c4a29e448\", \"a524784e-bcb4-4f5a-9e5d-f8a0af0ff37a\", \"9218ea21-dfe3-4f02-b41e-1530e9f6cd9f\", \"502e0ba3-ed9d-4737-9145-ea28d748738e\", \"2663369b-2294-4e9a-898e-d937f1a2ac7a\", \"642f0d64-89db-4222-8da6-db9dccd48385\"], \"total_duration\": 13546.0, \"total_sessions\": 10, \"mean_week_duration\": 81.114}}, {\"53134\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2019-10-21 12:33:35.000000+00:00\", \"2019-07-10 20:41:00.000000+00:00\"], \"session_ids\": [\"c1ef0ad8-ab22-494c-8268-8cb409de7f5b\", \"26df7627-3af6-47ae-b881-218659c72477\"], \"total_duration\": 443.0, \"total_sessions\": 2, \"mean_week_duration\": 29.533}}, {\"89344\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-05-04 04:14:07.000000+00:00\", \"2020-08-07 22:01:12.000000+00:00\"], \"session_ids\": [\"2f12ae20-370b-4b46-a653-6a8bd4cbcd7c\", \"66a923ae-a08d-41e7-b633-5564921b8885\"], \"total_duration\": 166.0, \"total_sessions\": 2, \"mean_week_duration\": 4.256}}, {\"27238\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-03-07 16:37:36.000000+00:00\", \"2021-09-27 15:24:26.000000+00:00\"], \"session_ids\": [\"229bc3e8-de6f-4108-a0fd-f74db4a2365c\", \"af313592-99df-47bf-a3c6-526aadcc98db\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}, {\"53359\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-01-02 15:01:07.000000+00:00\", \"2023-02-15 17:07:23.000000+00:00\"], \"session_ids\": [\"d24e190f-7b8e-4505-8de6-ca843a45117c\", \"86be2988-c967-459e-b889-e558f3d3bbef\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 1.804}}, {\"50464\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-10-17 02:03:26.000000+00:00\", \"2019-05-06 07:13:40.000000+00:00\"], \"session_ids\": [\"affbe553-98dd-44ce-9608-e3e94df9f5bb\", \"1455a2c8-5cad-42bc-bc42-29c1ab873032\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 1.776}}, {\"46112\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-02 10:18:28.000000+00:00\", \"2022-06-19 02:53:20.000000+00:00\", \"2021-01-20 01:27:03.000000+00:00\", \"2021-12-13 13:01:06.000000+00:00\", \"2021-03-27 15:24:05.000000+00:00\", \"2019-07-23 23:23:23.000000+00:00\"], \"session_ids\": [\"84ad6f33-adac-415a-b047-5f904259eba5\", \"773afe57-6361-4de3-a841-3f1d39f9a70b\", \"579d89d4-11ad-4995-947d-024b316cbfef\", \"c315c06b-c6b5-48e1-a27b-939294a51c6a\", \"d884e570-3cba-470b-a4ab-41b41f466257\", \"2a5a72df-30aa-453d-9dcc-2de34f532efb\"], \"total_duration\": 261.0, \"total_sessions\": 6, \"mean_week_duration\": 1.717}}, {\"77750\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-22 06:17:03.000000+00:00\", \"2019-10-01 23:18:55.000000+00:00\"], \"session_ids\": [\"572b6654-4df8-4f8e-91c4-2afa8461b50d\", \"cc336ed1-0333-4c40-8006-2fc9150088dc\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 1.416}}, {\"82377\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-10-02 00:06:55.000000+00:00\", \"2020-05-03 02:57:40.000000+00:00\"], \"session_ids\": [\"6f6ed596-a599-4def-a464-d45b3aeeccea\", \"3b6ea26c-6792-4037-a26b-6eae7f2ccde6\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 1.325}}, {\"68107\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2023-05-29 05:53:33.000000+00:00\", \"2021-08-05 16:35:50.000000+00:00\", \"2020-11-24 02:17:51.000000+00:00\", \"2021-11-09 14:43:48.000000+00:00\"], \"session_ids\": [\"680d6e1d-11c7-40e6-a98b-345f8ce4ce74\", \"499d42c4-0cf8-4cd3-b852-7c9ab2417324\", \"ee3402b7-c39a-4581-abf0-69c0844375be\", \"5eef4358-0b8c-4a7b-b635-4ea1a8953dc7\"], \"total_duration\": 81.0, \"total_sessions\": 4, \"mean_week_duration\": 0.618}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 1 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"21275\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-08-20 11:14:53.000000+00:00\", \"2020-09-12 01:16:05.000000+00:00\", \"2020-11-28 02:16:14.000000+00:00\", \"2020-10-06 13:21:15.000000+00:00\", \"2021-04-04 12:04:00.000000+00:00\", \"2019-06-07 20:20:24.000000+00:00\", \"2021-07-26 16:53:33.000000+00:00\", \"2021-11-14 16:36:39.000000+00:00\", \"2019-07-18 12:45:19.000000+00:00\", \"2020-03-21 18:26:16.000000+00:00\"], \"session_ids\": [\"6ed63c2d-b6df-48a1-acf2-6c03cc838f0c\", \"5f6cad4e-bf6b-428d-8a44-63ef89e9dbfe\", \"86fc50b4-100c-4b6b-ae80-dae7e2f73289\", \"0c14fb9d-3d12-480d-b284-e20fe763a5f7\", \"98ae0fc5-4a12-4f5a-977f-9c6c4a29e448\", \"a524784e-bcb4-4f5a-9e5d-f8a0af0ff37a\", \"9218ea21-dfe3-4f02-b41e-1530e9f6cd9f\", \"502e0ba3-ed9d-4737-9145-ea28d748738e\", \"2663369b-2294-4e9a-898e-d937f1a2ac7a\", \"642f0d64-89db-4222-8da6-db9dccd48385\"], \"total_duration\": 13546.0, \"total_sessions\": 10, \"mean_week_duration\": 81.114}}]\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[{\"21275\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-08-20 11:14:53.000000+00:00\", \"2020-09-12 01:16:05.000000+00:00\", \"2020-11-28 02:16:14.000000+00:00\", \"2020-10-06 13:21:15.000000+00:00\", \"2021-04-04 12:04:00.000000+00:00\", \"2019-06-07 20:20:24.000000+00:00\", \"2021-07-26 16:53:33.000000+00:00\", \"2021-11-14 16:36:39.000000+00:00\", \"2019-07-18 12:45:19.000000+00:00\", \"2020-03-21 18:26:16.000000+00:00\"], \"session_ids\": [\"6ed63c2d-b6df-48a1-acf2-6c03cc838f0c\", \"5f6cad4e-bf6b-428d-8a44-63ef89e9dbfe\", \"86fc50b4-100c-4b6b-ae80-dae7e2f73289\", \"0c14fb9d-3d12-480d-b284-e20fe763a5f7\", \"98ae0fc5-4a12-4f5a-977f-9c6c4a29e448\", \"a524784e-bcb4-4f5a-9e5d-f8a0af0ff37a\", \"9218ea21-dfe3-4f02-b41e-1530e9f6cd9f\", \"502e0ba3-ed9d-4737-9145-ea28d748738e\", \"2663369b-2294-4e9a-898e-d937f1a2ac7a\", \"642f0d64-89db-4222-8da6-db9dccd48385\"], \"total_duration\": 13546.0, \"total_sessions\": 10, \"mean_week_duration\": 81.114}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about users with a count of sessions that is higher than 6 and lower than 4, exclusive 6 as well as sort by time spent on the site per week 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{\"44467\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-12-02 18:44:39.000000+00:00\", \"2019-09-17 08:55:24.000000+00:00\", \"2019-09-06 05:20:53.000000+00:00\", \"2019-01-14 11:16:25.000000+00:00\"], \"session_ids\": [\"a2c22880-071c-4475-9f0d-314ab7dff20e\", \"a2f223db-d1ac-480f-a8aa-afc77f9519ed\", \"08b7c1b1-bbdc-4fd1-a2d4-2d115232f517\", \"7a7c21f1-89df-4c63-a3a6-ffdb973f6baf\"], \"total_duration\": 298.0, \"total_sessions\": 4, \"mean_week_duration\": 1.468}, \"46514\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-11-30 21:06:02.000000+00:00\", \"2019-01-12 23:33:32.000000+00:00\"], \"session_ids\": [\"e75e538c-854b-44db-81c7-83ebb569afdd\", \"19e44b40-ed8a-415f-914a-f0588da2d722\"], \"total_duration\": 466.0, \"total_sessions\": 2, \"mean_week_duration\": 2.296}, \"86175\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-05-27 22:54:22.000000+00:00\", \"2019-06-22 09:46:19.000000+00:00\"], \"session_ids\": [\"78dfac51-2efa-48e1-80a7-48bdde8370f2\", \"f242478c-add2-4623-9f89-b1d2b54bca2e\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.429}, \"60175\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-01-05 22:58:12.000000+00:00\", \"2020-08-06 16:57:55.000000+00:00\"], \"session_ids\": [\"1e9892fe-61a7-4136-898f-050e9129bca8\", \"86a66110-a946-4b38-9674-ad110826cb45\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 5.032}, \"31757\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-23 20:16:56.000000+00:00\", \"2019-03-09 15:19:35.000000+00:00\"], \"session_ids\": [\"d47883b4-0bf4-44a1-84a6-9bca3b5df2d6\", \"7d3ca72a-3d39-416f-ab40-31fb287b39dc\"], \"total_duration\": 211.0, \"total_sessions\": 2, \"mean_week_duration\": 2.482}, \"91562\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-05-28 15:09:44.000000+00:00\", \"2022-12-31 13:58:45.000000+00:00\"], \"session_ids\": [\"2e8acce1-be84-4095-b4c4-45adb5ef2a9c\", \"acf40f51-a22b-412f-b568-1ca1dd55b901\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 4.53}, \"80276\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-01-23 08:10:15.000000+00:00\", \"2021-07-19 13:22:53.000000+00:00\", \"2021-11-10 22:31:33.000000+00:00\", \"2022-07-27 03:01:35.000000+00:00\"], \"session_ids\": [\"7dcfec21-576e-4d6e-ac19-37e3149a884a\", \"723657a2-09ae-4e9e-866a-408e7da08260\", \"266284f2-dc6c-425b-83ed-d46c68be948e\", \"290b790e-85fb-4c17-9c2c-fae88b2d4f8b\"], \"total_duration\": 583.0, \"total_sessions\": 4, \"mean_week_duration\": 10.796}, \"79736\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-12 19:11:08.000000+00:00\", \"2021-09-22 00:10:05.000000+00:00\"], \"session_ids\": [\"590eb31b-bf71-44f4-be07-051b02b31f1a\", \"cdd882ed-c637-4620-a5aa-e0a094d05e65\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 2.096}, \"36528\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-05-01 11:14:28.000000+00:00\", \"2023-06-14 14:54:43.000000+00:00\"], \"session_ids\": [\"89ecadfb-ab43-4779-9353-c159a1db1484\", \"7f728380-6c4f-4a07-8da1-7e9ce3b10949\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 54.857}, \"4098\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-05-27 17:00:15.000000+00:00\", \"2021-11-09 18:44:36.000000+00:00\", \"2020-11-13 10:25:02.000000+00:00\", \"2023-03-11 16:37:47.000000+00:00\"], \"session_ids\": [\"67778b8c-fe1f-460d-b879-0f440b42074a\", \"99bad93f-a292-4c92-9aaa-a9790557520f\", \"be9f8d38-8e48-45d8-beb1-aa92669a0eb8\", \"cbad897c-6f24-48b3-b6ab-0d9be0e695db\"], \"total_duration\": 82.0, \"total_sessions\": 4, \"mean_week_duration\": 0.414}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or less than 4 and are greater than 6"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_sessions\": [[4, 6]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"44467\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-12-02 18:44:39.000000+00:00\", \"2019-09-17 08:55:24.000000+00:00\", \"2019-09-06 05:20:53.000000+00:00\", \"2019-01-14 11:16:25.000000+00:00\"], \"session_ids\": [\"a2c22880-071c-4475-9f0d-314ab7dff20e\", \"a2f223db-d1ac-480f-a8aa-afc77f9519ed\", \"08b7c1b1-bbdc-4fd1-a2d4-2d115232f517\", \"7a7c21f1-89df-4c63-a3a6-ffdb973f6baf\"], \"total_duration\": 298.0, \"total_sessions\": 4, \"mean_week_duration\": 1.468}, \"46514\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-11-30 21:06:02.000000+00:00\", \"2019-01-12 23:33:32.000000+00:00\"], \"session_ids\": [\"e75e538c-854b-44db-81c7-83ebb569afdd\", \"19e44b40-ed8a-415f-914a-f0588da2d722\"], \"total_duration\": 466.0, \"total_sessions\": 2, \"mean_week_duration\": 2.296}, \"86175\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-05-27 22:54:22.000000+00:00\", \"2019-06-22 09:46:19.000000+00:00\"], \"session_ids\": [\"78dfac51-2efa-48e1-80a7-48bdde8370f2\", \"f242478c-add2-4623-9f89-b1d2b54bca2e\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.429}, \"60175\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-01-05 22:58:12.000000+00:00\", \"2020-08-06 16:57:55.000000+00:00\"], \"session_ids\": [\"1e9892fe-61a7-4136-898f-050e9129bca8\", \"86a66110-a946-4b38-9674-ad110826cb45\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 5.032}, \"31757\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-23 20:16:56.000000+00:00\", \"2019-03-09 15:19:35.000000+00:00\"], \"session_ids\": [\"d47883b4-0bf4-44a1-84a6-9bca3b5df2d6\", \"7d3ca72a-3d39-416f-ab40-31fb287b39dc\"], \"total_duration\": 211.0, \"total_sessions\": 2, \"mean_week_duration\": 2.482}, \"91562\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-05-28 15:09:44.000000+00:00\", \"2022-12-31 13:58:45.000000+00:00\"], \"session_ids\": [\"2e8acce1-be84-4095-b4c4-45adb5ef2a9c\", \"acf40f51-a22b-412f-b568-1ca1dd55b901\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 4.53}, \"80276\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-01-23 08:10:15.000000+00:00\", \"2021-07-19 13:22:53.000000+00:00\", \"2021-11-10 22:31:33.000000+00:00\", \"2022-07-27 03:01:35.000000+00:00\"], \"session_ids\": [\"7dcfec21-576e-4d6e-ac19-37e3149a884a\", \"723657a2-09ae-4e9e-866a-408e7da08260\", \"266284f2-dc6c-425b-83ed-d46c68be948e\", \"290b790e-85fb-4c17-9c2c-fae88b2d4f8b\"], \"total_duration\": 583.0, \"total_sessions\": 4, \"mean_week_duration\": 10.796}, \"79736\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-12 19:11:08.000000+00:00\", \"2021-09-22 00:10:05.000000+00:00\"], \"session_ids\": [\"590eb31b-bf71-44f4-be07-051b02b31f1a\", \"cdd882ed-c637-4620-a5aa-e0a094d05e65\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 2.096}, \"36528\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-05-01 11:14:28.000000+00:00\", \"2023-06-14 14:54:43.000000+00:00\"], \"session_ids\": [\"89ecadfb-ab43-4779-9353-c159a1db1484\", \"7f728380-6c4f-4a07-8da1-7e9ce3b10949\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 54.857}, \"4098\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-05-27 17:00:15.000000+00:00\", \"2021-11-09 18:44:36.000000+00:00\", \"2020-11-13 10:25:02.000000+00:00\", \"2023-03-11 16:37:47.000000+00:00\"], \"session_ids\": [\"67778b8c-fe1f-460d-b879-0f440b42074a\", \"99bad93f-a292-4c92-9aaa-a9790557520f\", \"be9f8d38-8e48-45d8-beb1-aa92669a0eb8\", \"cbad897c-6f24-48b3-b6ab-0d9be0e695db\"], \"total_duration\": 82.0, \"total_sessions\": 4, \"mean_week_duration\": 0.414}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"4098\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-05-27 17:00:15.000000+00:00\", \"2021-11-09 18:44:36.000000+00:00\", \"2020-11-13 10:25:02.000000+00:00\", \"2023-03-11 16:37:47.000000+00:00\"], \"session_ids\": [\"67778b8c-fe1f-460d-b879-0f440b42074a\", \"99bad93f-a292-4c92-9aaa-a9790557520f\", \"be9f8d38-8e48-45d8-beb1-aa92669a0eb8\", \"cbad897c-6f24-48b3-b6ab-0d9be0e695db\"], \"total_duration\": 82.0, \"total_sessions\": 4, \"mean_week_duration\": 0.414}}, {\"86175\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-05-27 22:54:22.000000+00:00\", \"2019-06-22 09:46:19.000000+00:00\"], \"session_ids\": [\"78dfac51-2efa-48e1-80a7-48bdde8370f2\", \"f242478c-add2-4623-9f89-b1d2b54bca2e\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.429}}, {\"44467\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-12-02 18:44:39.000000+00:00\", \"2019-09-17 08:55:24.000000+00:00\", \"2019-09-06 05:20:53.000000+00:00\", \"2019-01-14 11:16:25.000000+00:00\"], \"session_ids\": [\"a2c22880-071c-4475-9f0d-314ab7dff20e\", \"a2f223db-d1ac-480f-a8aa-afc77f9519ed\", \"08b7c1b1-bbdc-4fd1-a2d4-2d115232f517\", \"7a7c21f1-89df-4c63-a3a6-ffdb973f6baf\"], \"total_duration\": 298.0, \"total_sessions\": 4, \"mean_week_duration\": 1.468}}, {\"79736\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-12 19:11:08.000000+00:00\", \"2021-09-22 00:10:05.000000+00:00\"], \"session_ids\": [\"590eb31b-bf71-44f4-be07-051b02b31f1a\", \"cdd882ed-c637-4620-a5aa-e0a094d05e65\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 2.096}}, {\"46514\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-11-30 21:06:02.000000+00:00\", \"2019-01-12 23:33:32.000000+00:00\"], \"session_ids\": [\"e75e538c-854b-44db-81c7-83ebb569afdd\", \"19e44b40-ed8a-415f-914a-f0588da2d722\"], \"total_duration\": 466.0, \"total_sessions\": 2, \"mean_week_duration\": 2.296}}, {\"31757\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-23 20:16:56.000000+00:00\", \"2019-03-09 15:19:35.000000+00:00\"], \"session_ids\": [\"d47883b4-0bf4-44a1-84a6-9bca3b5df2d6\", \"7d3ca72a-3d39-416f-ab40-31fb287b39dc\"], \"total_duration\": 211.0, \"total_sessions\": 2, \"mean_week_duration\": 2.482}}, {\"91562\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-05-28 15:09:44.000000+00:00\", \"2022-12-31 13:58:45.000000+00:00\"], \"session_ids\": [\"2e8acce1-be84-4095-b4c4-45adb5ef2a9c\", \"acf40f51-a22b-412f-b568-1ca1dd55b901\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 4.53}}, {\"60175\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-01-05 22:58:12.000000+00:00\", \"2020-08-06 16:57:55.000000+00:00\"], \"session_ids\": [\"1e9892fe-61a7-4136-898f-050e9129bca8\", \"86a66110-a946-4b38-9674-ad110826cb45\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 5.032}}, {\"80276\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-01-23 08:10:15.000000+00:00\", \"2021-07-19 13:22:53.000000+00:00\", \"2021-11-10 22:31:33.000000+00:00\", \"2022-07-27 03:01:35.000000+00:00\"], \"session_ids\": [\"7dcfec21-576e-4d6e-ac19-37e3149a884a\", \"723657a2-09ae-4e9e-866a-408e7da08260\", \"266284f2-dc6c-425b-83ed-d46c68be948e\", \"290b790e-85fb-4c17-9c2c-fae88b2d4f8b\"], \"total_duration\": 583.0, \"total_sessions\": 4, \"mean_week_duration\": 10.796}}, {\"36528\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-05-01 11:14:28.000000+00:00\", \"2023-06-14 14:54:43.000000+00:00\"], \"session_ids\": [\"89ecadfb-ab43-4779-9353-c159a1db1484\", \"7f728380-6c4f-4a07-8da1-7e9ce3b10949\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 54.857}}]\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[{\"4098\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-05-27 17:00:15.000000+00:00\", \"2021-11-09 18:44:36.000000+00:00\", \"2020-11-13 10:25:02.000000+00:00\", \"2023-03-11 16:37:47.000000+00:00\"], \"session_ids\": [\"67778b8c-fe1f-460d-b879-0f440b42074a\", \"99bad93f-a292-4c92-9aaa-a9790557520f\", \"be9f8d38-8e48-45d8-beb1-aa92669a0eb8\", \"cbad897c-6f24-48b3-b6ab-0d9be0e695db\"], \"total_duration\": 82.0, \"total_sessions\": 4, \"mean_week_duration\": 0.414}}, {\"86175\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-05-27 22:54:22.000000+00:00\", \"2019-06-22 09:46:19.000000+00:00\"], \"session_ids\": [\"78dfac51-2efa-48e1-80a7-48bdde8370f2\", \"f242478c-add2-4623-9f89-b1d2b54bca2e\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.429}}, {\"44467\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-12-02 18:44:39.000000+00:00\", \"2019-09-17 08:55:24.000000+00:00\", \"2019-09-06 05:20:53.000000+00:00\", \"2019-01-14 11:16:25.000000+00:00\"], \"session_ids\": [\"a2c22880-071c-4475-9f0d-314ab7dff20e\", \"a2f223db-d1ac-480f-a8aa-afc77f9519ed\", \"08b7c1b1-bbdc-4fd1-a2d4-2d115232f517\", \"7a7c21f1-89df-4c63-a3a6-ffdb973f6baf\"], \"total_duration\": 298.0, \"total_sessions\": 4, \"mean_week_duration\": 1.468}}, {\"79736\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-12 19:11:08.000000+00:00\", \"2021-09-22 00:10:05.000000+00:00\"], \"session_ids\": [\"590eb31b-bf71-44f4-be07-051b02b31f1a\", \"cdd882ed-c637-4620-a5aa-e0a094d05e65\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 2.096}}, {\"46514\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-11-30 21:06:02.000000+00:00\", \"2019-01-12 23:33:32.000000+00:00\"], \"session_ids\": [\"e75e538c-854b-44db-81c7-83ebb569afdd\", \"19e44b40-ed8a-415f-914a-f0588da2d722\"], \"total_duration\": 466.0, \"total_sessions\": 2, \"mean_week_duration\": 2.296}}, {\"31757\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-23 20:16:56.000000+00:00\", \"2019-03-09 15:19:35.000000+00:00\"], \"session_ids\": [\"d47883b4-0bf4-44a1-84a6-9bca3b5df2d6\", \"7d3ca72a-3d39-416f-ab40-31fb287b39dc\"], \"total_duration\": 211.0, \"total_sessions\": 2, \"mean_week_duration\": 2.482}}, {\"91562\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-05-28 15:09:44.000000+00:00\", \"2022-12-31 13:58:45.000000+00:00\"], \"session_ids\": [\"2e8acce1-be84-4095-b4c4-45adb5ef2a9c\", \"acf40f51-a22b-412f-b568-1ca1dd55b901\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 4.53}}, {\"60175\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-01-05 22:58:12.000000+00:00\", \"2020-08-06 16:57:55.000000+00:00\"], \"session_ids\": [\"1e9892fe-61a7-4136-898f-050e9129bca8\", \"86a66110-a946-4b38-9674-ad110826cb45\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 5.032}}, {\"80276\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-01-23 08:10:15.000000+00:00\", \"2021-07-19 13:22:53.000000+00:00\", \"2021-11-10 22:31:33.000000+00:00\", \"2022-07-27 03:01:35.000000+00:00\"], \"session_ids\": [\"7dcfec21-576e-4d6e-ac19-37e3149a884a\", \"723657a2-09ae-4e9e-866a-408e7da08260\", \"266284f2-dc6c-425b-83ed-d46c68be948e\", \"290b790e-85fb-4c17-9c2c-fae88b2d4f8b\"], \"total_duration\": 583.0, \"total_sessions\": 4, \"mean_week_duration\": 10.796}}, {\"36528\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-05-01 11:14:28.000000+00:00\", \"2023-06-14 14:54:43.000000+00:00\"], \"session_ids\": [\"89ecadfb-ab43-4779-9353-c159a1db1484\", \"7f728380-6c4f-4a07-8da1-7e9ce3b10949\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 54.857}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you enlighten me about 7 users with a number of sessions that is below 2 + execute sorting by sessions count desc + show me only 4 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"41067\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-03-05 20:39:02.000000+00:00\", \"2023-03-13 21:38:16.000000+00:00\"], \"session_ids\": [\"29fcb374-805b-43a8-8f25-20c6d561045c\", \"33fa114c-9704-4663-a11e-d4c0242390a2\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 2.778}, \"67360\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-08-05 02:12:40.000000+00:00\", \"2022-12-16 22:40:55.000000+00:00\"], \"session_ids\": [\"c81bc574-14fb-4792-9b81-5187dc7db28e\", \"b27b6e7d-4df7-4534-b9b4-65708d15fe57\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.508}, \"24743\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-05-19 23:38:05.000000+00:00\", \"2021-05-31 16:41:40.000000+00:00\"], \"session_ids\": [\"81a3de3e-25a1-491e-b6d7-5df99b5357ee\", \"ec67f969-2021-4bad-8195-9a466fbffdc0\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.223}, \"1102\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-02-15 23:51:25.000000+00:00\", \"2022-02-01 18:20:25.000000+00:00\", \"2019-06-30 15:52:50.000000+00:00\"], \"session_ids\": [\"351eeeb7-4088-4bba-9182-6f341928214b\", \"b343550a-b0aa-4714-9402-1ddabd5d73aa\", \"bfa35f2b-0f72-4225-8832-bc169d968a32\"], \"total_duration\": 228.0, \"total_sessions\": 3, \"mean_week_duration\": 1.2}, \"35788\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-05-12 03:28:58.000000+00:00\", \"2022-08-10 01:20:43.000000+00:00\"], \"session_ids\": [\"0b05a729-f569-4a92-8c4c-f933155688cd\", \"57423069-f75a-4ed5-8d5c-a4a668e3efed\"], \"total_duration\": 452.0, \"total_sessions\": 2, \"mean_week_duration\": 6.954}, \"85701\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-04-05 01:59:50.000000+00:00\", \"2022-08-01 15:19:58.000000+00:00\"], \"session_ids\": [\"6d9a8754-78b5-4e11-a0ad-1ec72bbcf635\", \"79710528-a361-473f-b42c-1451b531e85a\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.23}, \"6780\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-07-07 08:49:35.000000+00:00\", \"2019-04-26 16:58:55.000000+00:00\", \"2021-09-17 00:44:37.000000+00:00\", \"2022-04-25 11:39:55.000000+00:00\", \"2019-08-06 11:58:56.000000+00:00\"], \"session_ids\": [\"dfa4e79f-b667-41eb-99e2-b0c0d7f2bf06\", \"021df645-360f-40e5-a500-c3abf3b8db02\", \"e1f761a8-521d-491b-9ea8-1173e7a76160\", \"d23cbda2-ace4-4252-8095-f6b99ea0b9c2\", \"bee82c44-c9fb-43aa-bb7c-78d483688852\"], \"total_duration\": 1710.0, \"total_sessions\": 5, \"mean_week_duration\": 10.24}, \"62348\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-03-30 03:55:24.000000+00:00\", \"2022-08-08 00:11:32.000000+00:00\"], \"session_ids\": [\"27ac7115-c875-49f9-b8c8-cf585dd7e5b7\", \"a07eb42c-6d3f-4b84-bec9-d689668347d2\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.324}, \"2924\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-26 07:27:18.000000+00:00\", \"2019-04-25 06:55:43.000000+00:00\"], \"session_ids\": [\"14ea6059-7b35-4b87-b4f5-4eeca0c678e7\", \"83af8481-abf2-466e-9591-a708e9f0db47\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.085}, \"9700\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-03-24 19:14:52.000000+00:00\", \"2023-03-01 13:35:15.000000+00:00\"], \"session_ids\": [\"0f88235c-33b0-45da-9e1c-2af76934cd23\", \"04d58062-5e7b-453b-9822-67cef55f0bdf\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 1.325}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or less than 2"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\"]]}, \"all_values\": {\"total_sessions\": [[2, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"41067\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-03-05 20:39:02.000000+00:00\", \"2023-03-13 21:38:16.000000+00:00\"], \"session_ids\": [\"29fcb374-805b-43a8-8f25-20c6d561045c\", \"33fa114c-9704-4663-a11e-d4c0242390a2\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 2.778}, \"67360\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-08-05 02:12:40.000000+00:00\", \"2022-12-16 22:40:55.000000+00:00\"], \"session_ids\": [\"c81bc574-14fb-4792-9b81-5187dc7db28e\", \"b27b6e7d-4df7-4534-b9b4-65708d15fe57\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.508}, \"24743\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-05-19 23:38:05.000000+00:00\", \"2021-05-31 16:41:40.000000+00:00\"], \"session_ids\": [\"81a3de3e-25a1-491e-b6d7-5df99b5357ee\", \"ec67f969-2021-4bad-8195-9a466fbffdc0\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.223}, \"35788\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-05-12 03:28:58.000000+00:00\", \"2022-08-10 01:20:43.000000+00:00\"], \"session_ids\": [\"0b05a729-f569-4a92-8c4c-f933155688cd\", \"57423069-f75a-4ed5-8d5c-a4a668e3efed\"], \"total_duration\": 452.0, \"total_sessions\": 2, \"mean_week_duration\": 6.954}, \"85701\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-04-05 01:59:50.000000+00:00\", \"2022-08-01 15:19:58.000000+00:00\"], \"session_ids\": [\"6d9a8754-78b5-4e11-a0ad-1ec72bbcf635\", \"79710528-a361-473f-b42c-1451b531e85a\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.23}, \"62348\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-03-30 03:55:24.000000+00:00\", \"2022-08-08 00:11:32.000000+00:00\"], \"session_ids\": [\"27ac7115-c875-49f9-b8c8-cf585dd7e5b7\", \"a07eb42c-6d3f-4b84-bec9-d689668347d2\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.324}, \"2924\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-26 07:27:18.000000+00:00\", \"2019-04-25 06:55:43.000000+00:00\"], \"session_ids\": [\"14ea6059-7b35-4b87-b4f5-4eeca0c678e7\", \"83af8481-abf2-466e-9591-a708e9f0db47\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.085}, \"9700\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-03-24 19:14:52.000000+00:00\", \"2023-03-01 13:35:15.000000+00:00\"], \"session_ids\": [\"0f88235c-33b0-45da-9e1c-2af76934cd23\", \"04d58062-5e7b-453b-9822-67cef55f0bdf\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 1.325}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"41067\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-03-05 20:39:02.000000+00:00\", \"2023-03-13 21:38:16.000000+00:00\"], \"session_ids\": [\"29fcb374-805b-43a8-8f25-20c6d561045c\", \"33fa114c-9704-4663-a11e-d4c0242390a2\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 2.778}}, {\"67360\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-08-05 02:12:40.000000+00:00\", \"2022-12-16 22:40:55.000000+00:00\"], \"session_ids\": [\"c81bc574-14fb-4792-9b81-5187dc7db28e\", \"b27b6e7d-4df7-4534-b9b4-65708d15fe57\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.508}}, {\"24743\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-05-19 23:38:05.000000+00:00\", \"2021-05-31 16:41:40.000000+00:00\"], \"session_ids\": [\"81a3de3e-25a1-491e-b6d7-5df99b5357ee\", \"ec67f969-2021-4bad-8195-9a466fbffdc0\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.223}}, {\"35788\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-05-12 03:28:58.000000+00:00\", \"2022-08-10 01:20:43.000000+00:00\"], \"session_ids\": [\"0b05a729-f569-4a92-8c4c-f933155688cd\", \"57423069-f75a-4ed5-8d5c-a4a668e3efed\"], \"total_duration\": 452.0, \"total_sessions\": 2, \"mean_week_duration\": 6.954}}, {\"85701\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-04-05 01:59:50.000000+00:00\", \"2022-08-01 15:19:58.000000+00:00\"], \"session_ids\": [\"6d9a8754-78b5-4e11-a0ad-1ec72bbcf635\", \"79710528-a361-473f-b42c-1451b531e85a\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.23}}, {\"62348\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-03-30 03:55:24.000000+00:00\", \"2022-08-08 00:11:32.000000+00:00\"], \"session_ids\": [\"27ac7115-c875-49f9-b8c8-cf585dd7e5b7\", \"a07eb42c-6d3f-4b84-bec9-d689668347d2\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.324}}, {\"2924\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-26 07:27:18.000000+00:00\", \"2019-04-25 06:55:43.000000+00:00\"], \"session_ids\": [\"14ea6059-7b35-4b87-b4f5-4eeca0c678e7\", \"83af8481-abf2-466e-9591-a708e9f0db47\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.085}}, {\"9700\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-03-24 19:14:52.000000+00:00\", \"2023-03-01 13:35:15.000000+00:00\"], \"session_ids\": [\"0f88235c-33b0-45da-9e1c-2af76934cd23\", \"04d58062-5e7b-453b-9822-67cef55f0bdf\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 1.325}}]\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[{\"41067\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-03-05 20:39:02.000000+00:00\", \"2023-03-13 21:38:16.000000+00:00\"], \"session_ids\": [\"29fcb374-805b-43a8-8f25-20c6d561045c\", \"33fa114c-9704-4663-a11e-d4c0242390a2\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 2.778}}, {\"67360\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-08-05 02:12:40.000000+00:00\", \"2022-12-16 22:40:55.000000+00:00\"], \"session_ids\": [\"c81bc574-14fb-4792-9b81-5187dc7db28e\", \"b27b6e7d-4df7-4534-b9b4-65708d15fe57\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.508}}, {\"24743\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-05-19 23:38:05.000000+00:00\", \"2021-05-31 16:41:40.000000+00:00\"], \"session_ids\": [\"81a3de3e-25a1-491e-b6d7-5df99b5357ee\", \"ec67f969-2021-4bad-8195-9a466fbffdc0\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.223}}, {\"35788\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-05-12 03:28:58.000000+00:00\", \"2022-08-10 01:20:43.000000+00:00\"], \"session_ids\": [\"0b05a729-f569-4a92-8c4c-f933155688cd\", \"57423069-f75a-4ed5-8d5c-a4a668e3efed\"], \"total_duration\": 452.0, \"total_sessions\": 2, \"mean_week_duration\": 6.954}}]\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[{\"41067\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-03-05 20:39:02.000000+00:00\", \"2023-03-13 21:38:16.000000+00:00\"], \"session_ids\": [\"29fcb374-805b-43a8-8f25-20c6d561045c\", \"33fa114c-9704-4663-a11e-d4c0242390a2\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 2.778}}, {\"67360\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-08-05 02:12:40.000000+00:00\", \"2022-12-16 22:40:55.000000+00:00\"], \"session_ids\": [\"c81bc574-14fb-4792-9b81-5187dc7db28e\", \"b27b6e7d-4df7-4534-b9b4-65708d15fe57\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.508}}, {\"24743\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-05-19 23:38:05.000000+00:00\", \"2021-05-31 16:41:40.000000+00:00\"], \"session_ids\": [\"81a3de3e-25a1-491e-b6d7-5df99b5357ee\", \"ec67f969-2021-4bad-8195-9a466fbffdc0\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.223}}, {\"35788\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-05-12 03:28:58.000000+00:00\", \"2022-08-10 01:20:43.000000+00:00\"], \"session_ids\": [\"0b05a729-f569-4a92-8c4c-f933155688cd\", \"57423069-f75a-4ed5-8d5c-a4a668e3efed\"], \"total_duration\": 452.0, \"total_sessions\": 2, \"mean_week_duration\": 6.954}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the 6 users who are leading users based on duration summation of sessions per week + carry out sorting by name of the town 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{\"55711\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-02-05 09:55:24.000000+00:00\", \"2022-11-19 07:01:14.000000+00:00\", \"2019-12-20 13:53:36.000000+00:00\", \"2019-10-07 12:16:01.000000+00:00\", \"2021-04-16 08:08:17.000000+00:00\", \"2022-05-13 22:59:40.000000+00:00\", \"2019-08-04 12:16:58.000000+00:00\", \"2020-11-24 06:21:19.000000+00:00\", \"2023-02-14 17:41:04.000000+00:00\", \"2020-11-06 23:32:44.000000+00:00\"], \"session_ids\": [\"67d4722d-a275-4d05-af40-27ba43db0536\", \"59de0266-fa33-4655-8cc0-25238c4a8c1f\", \"c384aa73-788e-480e-88af-c9634f5af1ba\", \"0fcf9359-2773-4537-b9d1-1dabffb3ba31\", \"0b84b8e2-b811-4bd6-a2a9-bca9e390f68a\", \"d0f86e24-3607-4b6d-afea-8b9ee0f50f91\", \"66d0d33c-c6ef-41d3-a15a-3c4bdb7e1d77\", \"9d11c991-7712-4502-8068-1ca5cd193942\", \"12817a80-9aaf-4afc-a2d3-c4c8f7fe84ce\", \"3ec611a8-90f8-46f7-b424-05764312b00f\"], \"total_duration\": 22486.0, \"total_sessions\": 10, \"mean_week_duration\": 121.546}, \"85656\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-03-16 00:15:07.000000+00:00\", \"2023-03-16 15:58:09.000000+00:00\"], \"session_ids\": [\"8353b0fc-55c4-4402-b959-87b1d5b4c987\", \"3433db7f-00a7-4c28-b6e1-b1990cf52552\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 44.0}, \"14408\": {\"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\": \"Karachi\", \"datetimes\": [\"2023-02-24 02:54:15.000000+00:00\", \"2019-12-07 18:56:03.000000+00:00\", \"2019-12-01 17:57:46.000000+00:00\", \"2022-10-03 18:11:48.000000+00:00\", \"2019-04-13 11:26:11.000000+00:00\", \"2019-08-31 10:09:43.000000+00:00\"], \"session_ids\": [\"13a53dd4-f38d-492a-ae82-a2d3754c7090\", \"b1345863-6e80-4c6e-83bd-076620f51d78\", \"c7a07bfd-ccb4-403d-95d5-9e6b8bbc7949\", \"21380afe-c6f0-4a2e-a020-5af408bd0763\", \"e2b8b376-c2ea-481d-83a9-849b0163e79d\", \"9fc9d2f4-99a9-4151-b28b-b8f25c9d9646\"], \"total_duration\": 304.0, \"total_sessions\": 6, \"mean_week_duration\": 1.505}, \"87479\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-03-18 06:52:32.000000+00:00\", \"2020-10-05 23:43:45.000000+00:00\", \"2022-10-02 21:44:36.000000+00:00\", \"2020-04-28 16:53:36.000000+00:00\", \"2023-04-21 17:08:55.000000+00:00\"], \"session_ids\": [\"e57cf7b8-a5e2-437d-b3e8-32a863687ca2\", \"1267249a-80ca-4955-8fcf-e6e5accdada7\", \"29340d02-1eea-40c9-a82e-ab9bdf676c05\", \"e6b0c69e-9f21-40e2-bc29-e227b6e0be71\", \"0221b40a-aac8-4aaa-93f3-3ccbb1052357\"], \"total_duration\": 3123.0, \"total_sessions\": 5, \"mean_week_duration\": 20.019}, \"9027\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-09-01 23:46:17.000000+00:00\", \"2022-09-13 01:07:49.000000+00:00\", \"2019-03-02 23:04:29.000000+00:00\", \"2021-01-12 19:01:55.000000+00:00\", \"2023-03-06 12:30:21.000000+00:00\", \"2020-05-05 12:10:07.000000+00:00\", \"2022-04-02 20:34:23.000000+00:00\"], \"session_ids\": [\"f2b1410e-bcd3-4434-8a65-4af4b2e2cd10\", \"865a4cb3-2208-4432-b798-831d63858baa\", \"a1c6622a-54aa-4c96-b2a7-6fcd19690580\", \"9c50bcaa-09ed-488c-937d-daf316df0b23\", \"197b646c-62a8-49ab-84ed-b0502a1d788f\", \"55bd210b-34a9-483e-865c-3a8b84e39212\", \"b1d0d460-5bf6-43b5-92e8-9b71b4a91124\"], \"total_duration\": 494.0, \"total_sessions\": 7, \"mean_week_duration\": 2.352}, \"10211\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-17 12:43:34.000000+00:00\", \"2019-08-26 06:46:20.000000+00:00\", \"2019-03-27 00:45:33.000000+00:00\"], \"session_ids\": [\"65f5e53b-6596-4283-8ef8-f308bec9d0a8\", \"93f467e8-897e-4fc6-93c4-3552f2f4c6ce\", \"7d205b15-8d2a-43c3-b5df-67ea5b5eeffd\"], \"total_duration\": 37.0, \"total_sessions\": 3, \"mean_week_duration\": 0.359}, \"5576\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-07-13 11:45:26.000000+00:00\", \"2022-12-31 10:56:43.000000+00:00\", \"2021-05-13 10:49:38.000000+00:00\", \"2022-11-25 03:50:26.000000+00:00\", \"2022-11-15 09:58:01.000000+00:00\"], \"session_ids\": [\"c4f0f26d-d63f-4f87-8e4f-4169b2304def\", \"28bd8fb3-dd9e-4850-8ced-196a698b79a4\", \"e119eeee-05d6-4dd9-bf0c-5440eb73d566\", \"9f17be38-96d1-4518-9fcc-fe3254092d71\", \"d65e6f37-4dce-483b-961f-99e783aaf050\"], \"total_duration\": 531.0, \"total_sessions\": 5, \"mean_week_duration\": 4.116}, \"82050\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-07-29 16:37:48.000000+00:00\", \"2020-10-29 05:55:48.000000+00:00\"], \"session_ids\": [\"3ed1b4a2-7e43-4c51-a61f-7505079b7a72\", \"f02b81b9-2871-4dae-9b43-b069fdadf7b1\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 3.939}, \"29078\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-05-13 06:42:56.000000+00:00\", \"2019-05-22 04:44:17.000000+00:00\", \"2021-05-13 16:51:18.000000+00:00\"], \"session_ids\": [\"99ddbec3-39ea-4f94-91fd-81bc1648c09d\", \"20229ed8-71c0-41de-9663-b243012c484e\", \"eed2de1b-6ef2-47d7-a2b1-63b343d78d57\"], \"total_duration\": 1089.0, \"total_sessions\": 3, \"mean_week_duration\": 10.371}, \"6673\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-02 16:44:47.000000+00:00\", \"2022-08-20 22:43:02.000000+00:00\", \"2019-01-27 21:08:45.000000+00:00\", \"2021-03-12 19:22:38.000000+00:00\", \"2020-04-07 12:54:20.000000+00:00\"], \"session_ids\": [\"8e8e817f-afeb-4483-bf03-4e501cd6e809\", \"3d046c23-5bda-4d8f-a0bf-ac61c856c00a\", \"1339c947-e790-43ad-a20d-d74d955c0931\", \"9fbaefdc-bf6a-4ccb-87f6-e58659f4c239\", \"c0183e32-a512-4475-bf9b-5dc32826c1ed\"], \"total_duration\": 85.0, \"total_sessions\": 5, \"mean_week_duration\": 0.39}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the highest 6 mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": true, \"quant_to_remain\": 6}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"55711\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-02-05 09:55:24.000000+00:00\", \"2022-11-19 07:01:14.000000+00:00\", \"2019-12-20 13:53:36.000000+00:00\", \"2019-10-07 12:16:01.000000+00:00\", \"2021-04-16 08:08:17.000000+00:00\", \"2022-05-13 22:59:40.000000+00:00\", \"2019-08-04 12:16:58.000000+00:00\", \"2020-11-24 06:21:19.000000+00:00\", \"2023-02-14 17:41:04.000000+00:00\", \"2020-11-06 23:32:44.000000+00:00\"], \"session_ids\": [\"67d4722d-a275-4d05-af40-27ba43db0536\", \"59de0266-fa33-4655-8cc0-25238c4a8c1f\", \"c384aa73-788e-480e-88af-c9634f5af1ba\", \"0fcf9359-2773-4537-b9d1-1dabffb3ba31\", \"0b84b8e2-b811-4bd6-a2a9-bca9e390f68a\", \"d0f86e24-3607-4b6d-afea-8b9ee0f50f91\", \"66d0d33c-c6ef-41d3-a15a-3c4bdb7e1d77\", \"9d11c991-7712-4502-8068-1ca5cd193942\", \"12817a80-9aaf-4afc-a2d3-c4c8f7fe84ce\", \"3ec611a8-90f8-46f7-b424-05764312b00f\"], \"total_duration\": 22486.0, \"total_sessions\": 10, \"mean_week_duration\": 121.546}}, {\"85656\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-03-16 00:15:07.000000+00:00\", \"2023-03-16 15:58:09.000000+00:00\"], \"session_ids\": [\"8353b0fc-55c4-4402-b959-87b1d5b4c987\", \"3433db7f-00a7-4c28-b6e1-b1990cf52552\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 44.0}}, {\"87479\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-03-18 06:52:32.000000+00:00\", \"2020-10-05 23:43:45.000000+00:00\", \"2022-10-02 21:44:36.000000+00:00\", \"2020-04-28 16:53:36.000000+00:00\", \"2023-04-21 17:08:55.000000+00:00\"], \"session_ids\": [\"e57cf7b8-a5e2-437d-b3e8-32a863687ca2\", \"1267249a-80ca-4955-8fcf-e6e5accdada7\", \"29340d02-1eea-40c9-a82e-ab9bdf676c05\", \"e6b0c69e-9f21-40e2-bc29-e227b6e0be71\", \"0221b40a-aac8-4aaa-93f3-3ccbb1052357\"], \"total_duration\": 3123.0, \"total_sessions\": 5, \"mean_week_duration\": 20.019}}, {\"29078\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-05-13 06:42:56.000000+00:00\", \"2019-05-22 04:44:17.000000+00:00\", \"2021-05-13 16:51:18.000000+00:00\"], \"session_ids\": [\"99ddbec3-39ea-4f94-91fd-81bc1648c09d\", \"20229ed8-71c0-41de-9663-b243012c484e\", \"eed2de1b-6ef2-47d7-a2b1-63b343d78d57\"], \"total_duration\": 1089.0, \"total_sessions\": 3, \"mean_week_duration\": 10.371}}, {\"5576\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-07-13 11:45:26.000000+00:00\", \"2022-12-31 10:56:43.000000+00:00\", \"2021-05-13 10:49:38.000000+00:00\", \"2022-11-25 03:50:26.000000+00:00\", \"2022-11-15 09:58:01.000000+00:00\"], \"session_ids\": [\"c4f0f26d-d63f-4f87-8e4f-4169b2304def\", \"28bd8fb3-dd9e-4850-8ced-196a698b79a4\", \"e119eeee-05d6-4dd9-bf0c-5440eb73d566\", \"9f17be38-96d1-4518-9fcc-fe3254092d71\", \"d65e6f37-4dce-483b-961f-99e783aaf050\"], \"total_duration\": 531.0, \"total_sessions\": 5, \"mean_week_duration\": 4.116}}, {\"82050\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-07-29 16:37:48.000000+00:00\", \"2020-10-29 05:55:48.000000+00:00\"], \"session_ids\": [\"3ed1b4a2-7e43-4c51-a61f-7505079b7a72\", \"f02b81b9-2871-4dae-9b43-b069fdadf7b1\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 3.939}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"55711\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-02-05 09:55:24.000000+00:00\", \"2022-11-19 07:01:14.000000+00:00\", \"2019-12-20 13:53:36.000000+00:00\", \"2019-10-07 12:16:01.000000+00:00\", \"2021-04-16 08:08:17.000000+00:00\", \"2022-05-13 22:59:40.000000+00:00\", \"2019-08-04 12:16:58.000000+00:00\", \"2020-11-24 06:21:19.000000+00:00\", \"2023-02-14 17:41:04.000000+00:00\", \"2020-11-06 23:32:44.000000+00:00\"], \"session_ids\": [\"67d4722d-a275-4d05-af40-27ba43db0536\", \"59de0266-fa33-4655-8cc0-25238c4a8c1f\", \"c384aa73-788e-480e-88af-c9634f5af1ba\", \"0fcf9359-2773-4537-b9d1-1dabffb3ba31\", \"0b84b8e2-b811-4bd6-a2a9-bca9e390f68a\", \"d0f86e24-3607-4b6d-afea-8b9ee0f50f91\", \"66d0d33c-c6ef-41d3-a15a-3c4bdb7e1d77\", \"9d11c991-7712-4502-8068-1ca5cd193942\", \"12817a80-9aaf-4afc-a2d3-c4c8f7fe84ce\", \"3ec611a8-90f8-46f7-b424-05764312b00f\"], \"total_duration\": 22486.0, \"total_sessions\": 10, \"mean_week_duration\": 121.546}}, {\"29078\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-05-13 06:42:56.000000+00:00\", \"2019-05-22 04:44:17.000000+00:00\", \"2021-05-13 16:51:18.000000+00:00\"], \"session_ids\": [\"99ddbec3-39ea-4f94-91fd-81bc1648c09d\", \"20229ed8-71c0-41de-9663-b243012c484e\", \"eed2de1b-6ef2-47d7-a2b1-63b343d78d57\"], \"total_duration\": 1089.0, \"total_sessions\": 3, \"mean_week_duration\": 10.371}}, {\"82050\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-07-29 16:37:48.000000+00:00\", \"2020-10-29 05:55:48.000000+00:00\"], \"session_ids\": [\"3ed1b4a2-7e43-4c51-a61f-7505079b7a72\", \"f02b81b9-2871-4dae-9b43-b069fdadf7b1\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 3.939}}, {\"85656\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-03-16 00:15:07.000000+00:00\", \"2023-03-16 15:58:09.000000+00:00\"], \"session_ids\": [\"8353b0fc-55c4-4402-b959-87b1d5b4c987\", \"3433db7f-00a7-4c28-b6e1-b1990cf52552\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 44.0}}, {\"87479\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-03-18 06:52:32.000000+00:00\", \"2020-10-05 23:43:45.000000+00:00\", \"2022-10-02 21:44:36.000000+00:00\", \"2020-04-28 16:53:36.000000+00:00\", \"2023-04-21 17:08:55.000000+00:00\"], \"session_ids\": [\"e57cf7b8-a5e2-437d-b3e8-32a863687ca2\", \"1267249a-80ca-4955-8fcf-e6e5accdada7\", \"29340d02-1eea-40c9-a82e-ab9bdf676c05\", \"e6b0c69e-9f21-40e2-bc29-e227b6e0be71\", \"0221b40a-aac8-4aaa-93f3-3ccbb1052357\"], \"total_duration\": 3123.0, \"total_sessions\": 5, \"mean_week_duration\": 20.019}}, {\"5576\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-07-13 11:45:26.000000+00:00\", \"2022-12-31 10:56:43.000000+00:00\", \"2021-05-13 10:49:38.000000+00:00\", \"2022-11-25 03:50:26.000000+00:00\", \"2022-11-15 09:58:01.000000+00:00\"], \"session_ids\": [\"c4f0f26d-d63f-4f87-8e4f-4169b2304def\", \"28bd8fb3-dd9e-4850-8ced-196a698b79a4\", \"e119eeee-05d6-4dd9-bf0c-5440eb73d566\", \"9f17be38-96d1-4518-9fcc-fe3254092d71\", \"d65e6f37-4dce-483b-961f-99e783aaf050\"], \"total_duration\": 531.0, \"total_sessions\": 5, \"mean_week_duration\": 4.116}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 6 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"55711\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-02-05 09:55:24.000000+00:00\", \"2022-11-19 07:01:14.000000+00:00\", \"2019-12-20 13:53:36.000000+00:00\", \"2019-10-07 12:16:01.000000+00:00\", \"2021-04-16 08:08:17.000000+00:00\", \"2022-05-13 22:59:40.000000+00:00\", \"2019-08-04 12:16:58.000000+00:00\", \"2020-11-24 06:21:19.000000+00:00\", \"2023-02-14 17:41:04.000000+00:00\", \"2020-11-06 23:32:44.000000+00:00\"], \"session_ids\": [\"67d4722d-a275-4d05-af40-27ba43db0536\", \"59de0266-fa33-4655-8cc0-25238c4a8c1f\", \"c384aa73-788e-480e-88af-c9634f5af1ba\", \"0fcf9359-2773-4537-b9d1-1dabffb3ba31\", \"0b84b8e2-b811-4bd6-a2a9-bca9e390f68a\", \"d0f86e24-3607-4b6d-afea-8b9ee0f50f91\", \"66d0d33c-c6ef-41d3-a15a-3c4bdb7e1d77\", \"9d11c991-7712-4502-8068-1ca5cd193942\", \"12817a80-9aaf-4afc-a2d3-c4c8f7fe84ce\", \"3ec611a8-90f8-46f7-b424-05764312b00f\"], \"total_duration\": 22486.0, \"total_sessions\": 10, \"mean_week_duration\": 121.546}}, {\"29078\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-05-13 06:42:56.000000+00:00\", \"2019-05-22 04:44:17.000000+00:00\", \"2021-05-13 16:51:18.000000+00:00\"], \"session_ids\": [\"99ddbec3-39ea-4f94-91fd-81bc1648c09d\", \"20229ed8-71c0-41de-9663-b243012c484e\", \"eed2de1b-6ef2-47d7-a2b1-63b343d78d57\"], \"total_duration\": 1089.0, \"total_sessions\": 3, \"mean_week_duration\": 10.371}}, {\"82050\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-07-29 16:37:48.000000+00:00\", \"2020-10-29 05:55:48.000000+00:00\"], \"session_ids\": [\"3ed1b4a2-7e43-4c51-a61f-7505079b7a72\", \"f02b81b9-2871-4dae-9b43-b069fdadf7b1\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 3.939}}, {\"85656\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-03-16 00:15:07.000000+00:00\", \"2023-03-16 15:58:09.000000+00:00\"], \"session_ids\": [\"8353b0fc-55c4-4402-b959-87b1d5b4c987\", \"3433db7f-00a7-4c28-b6e1-b1990cf52552\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 44.0}}, {\"87479\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-03-18 06:52:32.000000+00:00\", \"2020-10-05 23:43:45.000000+00:00\", \"2022-10-02 21:44:36.000000+00:00\", \"2020-04-28 16:53:36.000000+00:00\", \"2023-04-21 17:08:55.000000+00:00\"], \"session_ids\": [\"e57cf7b8-a5e2-437d-b3e8-32a863687ca2\", \"1267249a-80ca-4955-8fcf-e6e5accdada7\", \"29340d02-1eea-40c9-a82e-ab9bdf676c05\", \"e6b0c69e-9f21-40e2-bc29-e227b6e0be71\", \"0221b40a-aac8-4aaa-93f3-3ccbb1052357\"], \"total_duration\": 3123.0, \"total_sessions\": 5, \"mean_week_duration\": 20.019}}, {\"5576\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-07-13 11:45:26.000000+00:00\", \"2022-12-31 10:56:43.000000+00:00\", \"2021-05-13 10:49:38.000000+00:00\", \"2022-11-25 03:50:26.000000+00:00\", \"2022-11-15 09:58:01.000000+00:00\"], \"session_ids\": [\"c4f0f26d-d63f-4f87-8e4f-4169b2304def\", \"28bd8fb3-dd9e-4850-8ced-196a698b79a4\", \"e119eeee-05d6-4dd9-bf0c-5440eb73d566\", \"9f17be38-96d1-4518-9fcc-fe3254092d71\", \"d65e6f37-4dce-483b-961f-99e783aaf050\"], \"total_duration\": 531.0, \"total_sessions\": 5, \"mean_week_duration\": 4.116}}]\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[{\"55711\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-02-05 09:55:24.000000+00:00\", \"2022-11-19 07:01:14.000000+00:00\", \"2019-12-20 13:53:36.000000+00:00\", \"2019-10-07 12:16:01.000000+00:00\", \"2021-04-16 08:08:17.000000+00:00\", \"2022-05-13 22:59:40.000000+00:00\", \"2019-08-04 12:16:58.000000+00:00\", \"2020-11-24 06:21:19.000000+00:00\", \"2023-02-14 17:41:04.000000+00:00\", \"2020-11-06 23:32:44.000000+00:00\"], \"session_ids\": [\"67d4722d-a275-4d05-af40-27ba43db0536\", \"59de0266-fa33-4655-8cc0-25238c4a8c1f\", \"c384aa73-788e-480e-88af-c9634f5af1ba\", \"0fcf9359-2773-4537-b9d1-1dabffb3ba31\", \"0b84b8e2-b811-4bd6-a2a9-bca9e390f68a\", \"d0f86e24-3607-4b6d-afea-8b9ee0f50f91\", \"66d0d33c-c6ef-41d3-a15a-3c4bdb7e1d77\", \"9d11c991-7712-4502-8068-1ca5cd193942\", \"12817a80-9aaf-4afc-a2d3-c4c8f7fe84ce\", \"3ec611a8-90f8-46f7-b424-05764312b00f\"], \"total_duration\": 22486.0, \"total_sessions\": 10, \"mean_week_duration\": 121.546}}, {\"29078\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-05-13 06:42:56.000000+00:00\", \"2019-05-22 04:44:17.000000+00:00\", \"2021-05-13 16:51:18.000000+00:00\"], \"session_ids\": [\"99ddbec3-39ea-4f94-91fd-81bc1648c09d\", \"20229ed8-71c0-41de-9663-b243012c484e\", \"eed2de1b-6ef2-47d7-a2b1-63b343d78d57\"], \"total_duration\": 1089.0, \"total_sessions\": 3, \"mean_week_duration\": 10.371}}, {\"82050\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-07-29 16:37:48.000000+00:00\", \"2020-10-29 05:55:48.000000+00:00\"], \"session_ids\": [\"3ed1b4a2-7e43-4c51-a61f-7505079b7a72\", \"f02b81b9-2871-4dae-9b43-b069fdadf7b1\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 3.939}}, {\"85656\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-03-16 00:15:07.000000+00:00\", \"2023-03-16 15:58:09.000000+00:00\"], \"session_ids\": [\"8353b0fc-55c4-4402-b959-87b1d5b4c987\", \"3433db7f-00a7-4c28-b6e1-b1990cf52552\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 44.0}}, {\"87479\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-03-18 06:52:32.000000+00:00\", \"2020-10-05 23:43:45.000000+00:00\", \"2022-10-02 21:44:36.000000+00:00\", \"2020-04-28 16:53:36.000000+00:00\", \"2023-04-21 17:08:55.000000+00:00\"], \"session_ids\": [\"e57cf7b8-a5e2-437d-b3e8-32a863687ca2\", \"1267249a-80ca-4955-8fcf-e6e5accdada7\", \"29340d02-1eea-40c9-a82e-ab9bdf676c05\", \"e6b0c69e-9f21-40e2-bc29-e227b6e0be71\", \"0221b40a-aac8-4aaa-93f3-3ccbb1052357\"], \"total_duration\": 3123.0, \"total_sessions\": 5, \"mean_week_duration\": 20.019}}, {\"5576\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-07-13 11:45:26.000000+00:00\", \"2022-12-31 10:56:43.000000+00:00\", \"2021-05-13 10:49:38.000000+00:00\", \"2022-11-25 03:50:26.000000+00:00\", \"2022-11-15 09:58:01.000000+00:00\"], \"session_ids\": [\"c4f0f26d-d63f-4f87-8e4f-4169b2304def\", \"28bd8fb3-dd9e-4850-8ced-196a698b79a4\", \"e119eeee-05d6-4dd9-bf0c-5440eb73d566\", \"9f17be38-96d1-4518-9fcc-fe3254092d71\", \"d65e6f37-4dce-483b-961f-99e783aaf050\"], \"total_duration\": 531.0, \"total_sessions\": 5, \"mean_week_duration\": 4.116}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about 6 users who have total amount of duration strictly smaller than 2176 and in addition implement sorting by aver of time using the app per week in desc order as well as show me only 2 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"12478\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-01-21 17:16:20.000000+00:00\", \"2021-02-01 11:42:52.000000+00:00\", \"2022-12-01 23:43:20.000000+00:00\", \"2021-12-11 10:05:51.000000+00:00\", \"2022-03-04 06:37:50.000000+00:00\", \"2022-05-10 15:07:10.000000+00:00\"], \"session_ids\": [\"8c183f24-e919-40c7-a606-65cf7026c3f1\", \"716530e7-eaaa-444f-ac3c-aa27a404e399\", \"becf86b8-9b1d-4fef-b29d-e52e73a88cec\", \"e75991bb-4dda-4169-9e2a-eea40c1c8b32\", \"5eafc0b9-2679-4a11-8d52-f6b9d8b1f79a\", \"660cdf24-24f5-4d07-9cbb-5da88279a8cd\"], \"total_duration\": 411.0, \"total_sessions\": 6, \"mean_week_duration\": 4.237}, \"56690\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-07-26 23:34:46.000000+00:00\", \"2021-06-01 08:07:10.000000+00:00\"], \"session_ids\": [\"6a81d368-e0c2-4866-8b32-a3e204c89629\", \"607dce6e-134c-487a-90f7-88cc2d3f7939\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 2.32}, \"86493\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-08-17 18:56:40.000000+00:00\", \"2020-09-16 19:03:39.000000+00:00\", \"2020-04-16 07:18:48.000000+00:00\", \"2022-05-20 21:40:37.000000+00:00\", \"2019-03-25 10:23:31.000000+00:00\", \"2022-04-21 11:34:46.000000+00:00\", \"2022-07-24 15:44:34.000000+00:00\", \"2023-01-09 11:32:56.000000+00:00\"], \"session_ids\": [\"2ba5c213-b4f3-412a-b94d-244650121134\", \"fa393a74-6fe0-46ce-aca8-22445b8beed0\", \"d4917523-e519-4197-942f-99b85d4b1733\", \"2abc5c6b-e11e-401a-97f6-924cf9bbbb65\", \"183cb8f3-7d8c-4dd4-9133-aae63e5b702d\", \"1f5613e3-7ca2-48bf-bb9d-97b1af1598b6\", \"29955fc0-2c68-4f5c-bfdc-04821831f77d\", \"c9ac3912-89f2-40f8-92fb-342383c9e4c8\"], \"total_duration\": 1200.0, \"total_sessions\": 8, \"mean_week_duration\": 6.061}, \"68445\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-05-31 18:11:13.000000+00:00\", \"2021-12-21 01:10:45.000000+00:00\", \"2020-03-24 15:06:38.000000+00:00\", \"2022-06-20 03:26:21.000000+00:00\", \"2022-08-12 14:59:18.000000+00:00\", \"2021-09-09 03:06:28.000000+00:00\", \"2019-08-22 18:07:56.000000+00:00\", \"2021-08-25 09:55:22.000000+00:00\"], \"session_ids\": [\"5dc4489b-5c81-452b-9e74-8fbe3ec8e282\", \"924b52b7-4f15-4d0d-a5e9-898984e27fec\", \"9d51395e-c963-4daf-99fb-bf14a2fd8313\", \"439d2510-2a78-451c-aeb2-12e88cdff769\", \"bedf1297-5e16-4021-9499-78e9c47926ab\", \"2831f151-1450-4ab7-a4f0-433d3b698a93\", \"7e8fef5f-4dd7-41af-8323-38cc26a8e465\", \"42e187b8-0f84-4e44-9418-23e3dc140517\"], \"total_duration\": 13352.0, \"total_sessions\": 8, \"mean_week_duration\": 86.142}, \"21244\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-02-27 01:57:08.000000+00:00\", \"2021-07-17 02:11:04.000000+00:00\"], \"session_ids\": [\"55e9b1df-3176-4431-9065-8b7d73ad3664\", \"bbf9c140-c84c-41c6-99da-998459e67567\"], \"total_duration\": 487.0, \"total_sessions\": 2, \"mean_week_duration\": 6.671}, \"14805\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 7, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-08-03 03:27:40.000000+00:00\", \"2023-06-20 04:33:57.000000+00:00\", \"2019-01-02 06:31:27.000000+00:00\", \"2021-04-16 05:52:31.000000+00:00\", \"2022-08-14 21:11:29.000000+00:00\", \"2022-10-20 04:33:09.000000+00:00\"], \"session_ids\": [\"17db065d-90a8-4d9a-a7e6-d8cac66bcbf6\", \"16f22c3d-2a43-400a-bc4c-80d5f54d8539\", \"b63e3c21-1fb3-48f8-9947-84d44598b335\", \"670fc204-ec1b-43c5-bd8f-b3e38c0e8873\", \"c5af7af6-3ea9-41cd-8d16-bbbbca98300b\", \"235699d0-2734-4368-8989-a992fa633c8d\"], \"total_duration\": 4040.0, \"total_sessions\": 6, \"mean_week_duration\": 17.339}, \"71170\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-10-23 02:14:41.000000+00:00\", \"2023-03-28 09:38:18.000000+00:00\", \"2022-10-24 08:09:08.000000+00:00\", \"2021-07-13 17:29:38.000000+00:00\", \"2020-05-04 22:02:52.000000+00:00\"], \"session_ids\": [\"70bd142f-b077-406c-85ec-f13f58bcdaac\", \"0b72232b-3e5f-4e24-afd4-a2dbd272e2eb\", \"3b3cd2d9-4ef5-4692-ac86-1b8c82e0b970\", \"7be86ef3-f69b-4cdd-83e7-dcade62c25d8\", \"2c505aaf-37a3-437d-895c-ee9b62c77fdc\"], \"total_duration\": 302.0, \"total_sessions\": 5, \"mean_week_duration\": 1.687}, \"98219\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-11-22 15:13:52.000000+00:00\", \"2020-02-12 00:42:52.000000+00:00\"], \"session_ids\": [\"06c5f822-da84-406e-b921-fb790fc889a2\", \"2f3ca797-8fec-45d4-8c14-52c93c539f32\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.634}, \"74776\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-08-25 21:03:30.000000+00:00\", \"2022-06-16 11:58:22.000000+00:00\"], \"session_ids\": [\"4a245356-7edc-4ade-9d50-d2620e6cad67\", \"6461d291-92a1-4618-b88c-0a1912422d44\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 2.612}, \"61082\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-11-12 06:44:55.000000+00:00\", \"2022-06-30 19:55:05.000000+00:00\"], \"session_ids\": [\"33fa5183-a071-4a26-98bf-601bd1c58a88\", \"b3be2a3a-d6b6-4b8e-94d0-c10d1a3a63a6\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 0.929}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are less than 2176"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\"]]}, \"all_values\": {\"total_duration\": [[2176, 3327]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"12478\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-01-21 17:16:20.000000+00:00\", \"2021-02-01 11:42:52.000000+00:00\", \"2022-12-01 23:43:20.000000+00:00\", \"2021-12-11 10:05:51.000000+00:00\", \"2022-03-04 06:37:50.000000+00:00\", \"2022-05-10 15:07:10.000000+00:00\"], \"session_ids\": [\"8c183f24-e919-40c7-a606-65cf7026c3f1\", \"716530e7-eaaa-444f-ac3c-aa27a404e399\", \"becf86b8-9b1d-4fef-b29d-e52e73a88cec\", \"e75991bb-4dda-4169-9e2a-eea40c1c8b32\", \"5eafc0b9-2679-4a11-8d52-f6b9d8b1f79a\", \"660cdf24-24f5-4d07-9cbb-5da88279a8cd\"], \"total_duration\": 411.0, \"total_sessions\": 6, \"mean_week_duration\": 4.237}, \"56690\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-07-26 23:34:46.000000+00:00\", \"2021-06-01 08:07:10.000000+00:00\"], \"session_ids\": [\"6a81d368-e0c2-4866-8b32-a3e204c89629\", \"607dce6e-134c-487a-90f7-88cc2d3f7939\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 2.32}, \"86493\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-08-17 18:56:40.000000+00:00\", \"2020-09-16 19:03:39.000000+00:00\", \"2020-04-16 07:18:48.000000+00:00\", \"2022-05-20 21:40:37.000000+00:00\", \"2019-03-25 10:23:31.000000+00:00\", \"2022-04-21 11:34:46.000000+00:00\", \"2022-07-24 15:44:34.000000+00:00\", \"2023-01-09 11:32:56.000000+00:00\"], \"session_ids\": [\"2ba5c213-b4f3-412a-b94d-244650121134\", \"fa393a74-6fe0-46ce-aca8-22445b8beed0\", \"d4917523-e519-4197-942f-99b85d4b1733\", \"2abc5c6b-e11e-401a-97f6-924cf9bbbb65\", \"183cb8f3-7d8c-4dd4-9133-aae63e5b702d\", \"1f5613e3-7ca2-48bf-bb9d-97b1af1598b6\", \"29955fc0-2c68-4f5c-bfdc-04821831f77d\", \"c9ac3912-89f2-40f8-92fb-342383c9e4c8\"], \"total_duration\": 1200.0, \"total_sessions\": 8, \"mean_week_duration\": 6.061}, \"21244\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-02-27 01:57:08.000000+00:00\", \"2021-07-17 02:11:04.000000+00:00\"], \"session_ids\": [\"55e9b1df-3176-4431-9065-8b7d73ad3664\", \"bbf9c140-c84c-41c6-99da-998459e67567\"], \"total_duration\": 487.0, \"total_sessions\": 2, \"mean_week_duration\": 6.671}, \"71170\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-10-23 02:14:41.000000+00:00\", \"2023-03-28 09:38:18.000000+00:00\", \"2022-10-24 08:09:08.000000+00:00\", \"2021-07-13 17:29:38.000000+00:00\", \"2020-05-04 22:02:52.000000+00:00\"], \"session_ids\": [\"70bd142f-b077-406c-85ec-f13f58bcdaac\", \"0b72232b-3e5f-4e24-afd4-a2dbd272e2eb\", \"3b3cd2d9-4ef5-4692-ac86-1b8c82e0b970\", \"7be86ef3-f69b-4cdd-83e7-dcade62c25d8\", \"2c505aaf-37a3-437d-895c-ee9b62c77fdc\"], \"total_duration\": 302.0, \"total_sessions\": 5, \"mean_week_duration\": 1.687}, \"98219\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-11-22 15:13:52.000000+00:00\", \"2020-02-12 00:42:52.000000+00:00\"], \"session_ids\": [\"06c5f822-da84-406e-b921-fb790fc889a2\", \"2f3ca797-8fec-45d4-8c14-52c93c539f32\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.634}, \"74776\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-08-25 21:03:30.000000+00:00\", \"2022-06-16 11:58:22.000000+00:00\"], \"session_ids\": [\"4a245356-7edc-4ade-9d50-d2620e6cad67\", \"6461d291-92a1-4618-b88c-0a1912422d44\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 2.612}, \"61082\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-11-12 06:44:55.000000+00:00\", \"2022-06-30 19:55:05.000000+00:00\"], \"session_ids\": [\"33fa5183-a071-4a26-98bf-601bd1c58a88\", \"b3be2a3a-d6b6-4b8e-94d0-c10d1a3a63a6\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 0.929}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"21244\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-02-27 01:57:08.000000+00:00\", \"2021-07-17 02:11:04.000000+00:00\"], \"session_ids\": [\"55e9b1df-3176-4431-9065-8b7d73ad3664\", \"bbf9c140-c84c-41c6-99da-998459e67567\"], \"total_duration\": 487.0, \"total_sessions\": 2, \"mean_week_duration\": 6.671}}, {\"86493\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-08-17 18:56:40.000000+00:00\", \"2020-09-16 19:03:39.000000+00:00\", \"2020-04-16 07:18:48.000000+00:00\", \"2022-05-20 21:40:37.000000+00:00\", \"2019-03-25 10:23:31.000000+00:00\", \"2022-04-21 11:34:46.000000+00:00\", \"2022-07-24 15:44:34.000000+00:00\", \"2023-01-09 11:32:56.000000+00:00\"], \"session_ids\": [\"2ba5c213-b4f3-412a-b94d-244650121134\", \"fa393a74-6fe0-46ce-aca8-22445b8beed0\", \"d4917523-e519-4197-942f-99b85d4b1733\", \"2abc5c6b-e11e-401a-97f6-924cf9bbbb65\", \"183cb8f3-7d8c-4dd4-9133-aae63e5b702d\", \"1f5613e3-7ca2-48bf-bb9d-97b1af1598b6\", \"29955fc0-2c68-4f5c-bfdc-04821831f77d\", \"c9ac3912-89f2-40f8-92fb-342383c9e4c8\"], \"total_duration\": 1200.0, \"total_sessions\": 8, \"mean_week_duration\": 6.061}}, {\"12478\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-01-21 17:16:20.000000+00:00\", \"2021-02-01 11:42:52.000000+00:00\", \"2022-12-01 23:43:20.000000+00:00\", \"2021-12-11 10:05:51.000000+00:00\", \"2022-03-04 06:37:50.000000+00:00\", \"2022-05-10 15:07:10.000000+00:00\"], \"session_ids\": [\"8c183f24-e919-40c7-a606-65cf7026c3f1\", \"716530e7-eaaa-444f-ac3c-aa27a404e399\", \"becf86b8-9b1d-4fef-b29d-e52e73a88cec\", \"e75991bb-4dda-4169-9e2a-eea40c1c8b32\", \"5eafc0b9-2679-4a11-8d52-f6b9d8b1f79a\", \"660cdf24-24f5-4d07-9cbb-5da88279a8cd\"], \"total_duration\": 411.0, \"total_sessions\": 6, \"mean_week_duration\": 4.237}}, {\"74776\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-08-25 21:03:30.000000+00:00\", \"2022-06-16 11:58:22.000000+00:00\"], \"session_ids\": [\"4a245356-7edc-4ade-9d50-d2620e6cad67\", \"6461d291-92a1-4618-b88c-0a1912422d44\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 2.612}}, {\"56690\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-07-26 23:34:46.000000+00:00\", \"2021-06-01 08:07:10.000000+00:00\"], \"session_ids\": [\"6a81d368-e0c2-4866-8b32-a3e204c89629\", \"607dce6e-134c-487a-90f7-88cc2d3f7939\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 2.32}}, {\"71170\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-10-23 02:14:41.000000+00:00\", \"2023-03-28 09:38:18.000000+00:00\", \"2022-10-24 08:09:08.000000+00:00\", \"2021-07-13 17:29:38.000000+00:00\", \"2020-05-04 22:02:52.000000+00:00\"], \"session_ids\": [\"70bd142f-b077-406c-85ec-f13f58bcdaac\", \"0b72232b-3e5f-4e24-afd4-a2dbd272e2eb\", \"3b3cd2d9-4ef5-4692-ac86-1b8c82e0b970\", \"7be86ef3-f69b-4cdd-83e7-dcade62c25d8\", \"2c505aaf-37a3-437d-895c-ee9b62c77fdc\"], \"total_duration\": 302.0, \"total_sessions\": 5, \"mean_week_duration\": 1.687}}, {\"61082\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-11-12 06:44:55.000000+00:00\", \"2022-06-30 19:55:05.000000+00:00\"], \"session_ids\": [\"33fa5183-a071-4a26-98bf-601bd1c58a88\", \"b3be2a3a-d6b6-4b8e-94d0-c10d1a3a63a6\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 0.929}}, {\"98219\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-11-22 15:13:52.000000+00:00\", \"2020-02-12 00:42:52.000000+00:00\"], \"session_ids\": [\"06c5f822-da84-406e-b921-fb790fc889a2\", \"2f3ca797-8fec-45d4-8c14-52c93c539f32\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.634}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"21244\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-02-27 01:57:08.000000+00:00\", \"2021-07-17 02:11:04.000000+00:00\"], \"session_ids\": [\"55e9b1df-3176-4431-9065-8b7d73ad3664\", \"bbf9c140-c84c-41c6-99da-998459e67567\"], \"total_duration\": 487.0, \"total_sessions\": 2, \"mean_week_duration\": 6.671}}, {\"86493\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-08-17 18:56:40.000000+00:00\", \"2020-09-16 19:03:39.000000+00:00\", \"2020-04-16 07:18:48.000000+00:00\", \"2022-05-20 21:40:37.000000+00:00\", \"2019-03-25 10:23:31.000000+00:00\", \"2022-04-21 11:34:46.000000+00:00\", \"2022-07-24 15:44:34.000000+00:00\", \"2023-01-09 11:32:56.000000+00:00\"], \"session_ids\": [\"2ba5c213-b4f3-412a-b94d-244650121134\", \"fa393a74-6fe0-46ce-aca8-22445b8beed0\", \"d4917523-e519-4197-942f-99b85d4b1733\", \"2abc5c6b-e11e-401a-97f6-924cf9bbbb65\", \"183cb8f3-7d8c-4dd4-9133-aae63e5b702d\", \"1f5613e3-7ca2-48bf-bb9d-97b1af1598b6\", \"29955fc0-2c68-4f5c-bfdc-04821831f77d\", \"c9ac3912-89f2-40f8-92fb-342383c9e4c8\"], \"total_duration\": 1200.0, \"total_sessions\": 8, \"mean_week_duration\": 6.061}}]\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[{\"21244\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-02-27 01:57:08.000000+00:00\", \"2021-07-17 02:11:04.000000+00:00\"], \"session_ids\": [\"55e9b1df-3176-4431-9065-8b7d73ad3664\", \"bbf9c140-c84c-41c6-99da-998459e67567\"], \"total_duration\": 487.0, \"total_sessions\": 2, \"mean_week_duration\": 6.671}}, {\"86493\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-08-17 18:56:40.000000+00:00\", \"2020-09-16 19:03:39.000000+00:00\", \"2020-04-16 07:18:48.000000+00:00\", \"2022-05-20 21:40:37.000000+00:00\", \"2019-03-25 10:23:31.000000+00:00\", \"2022-04-21 11:34:46.000000+00:00\", \"2022-07-24 15:44:34.000000+00:00\", \"2023-01-09 11:32:56.000000+00:00\"], \"session_ids\": [\"2ba5c213-b4f3-412a-b94d-244650121134\", \"fa393a74-6fe0-46ce-aca8-22445b8beed0\", \"d4917523-e519-4197-942f-99b85d4b1733\", \"2abc5c6b-e11e-401a-97f6-924cf9bbbb65\", \"183cb8f3-7d8c-4dd4-9133-aae63e5b702d\", \"1f5613e3-7ca2-48bf-bb9d-97b1af1598b6\", \"29955fc0-2c68-4f5c-bfdc-04821831f77d\", \"c9ac3912-89f2-40f8-92fb-342383c9e4c8\"], \"total_duration\": 1200.0, \"total_sessions\": 8, \"mean_week_duration\": 6.061}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding users with a duration summation that is higher than 1443 and lower than 3151, exclusive 1443 and 3151 + carry out sorting by time spent on the site per week from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"62041\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-18 11:56:43.000000+00:00\", \"2020-10-05 20:44:30.000000+00:00\", \"2019-08-06 22:48:32.000000+00:00\", \"2022-03-06 08:18:49.000000+00:00\", \"2022-07-12 09:29:04.000000+00:00\", \"2019-03-26 08:16:10.000000+00:00\", \"2019-02-23 18:40:11.000000+00:00\", \"2019-09-03 22:19:50.000000+00:00\", \"2020-08-23 23:47:31.000000+00:00\", \"2019-12-21 15:33:56.000000+00:00\", \"2021-03-23 21:54:38.000000+00:00\"], \"session_ids\": [\"419cfbe8-65cd-4045-a19c-cd7aea7e4361\", \"1210659d-6a2f-42e1-b62f-3b371f4895bd\", \"595d156d-b6d0-4bda-98db-f1528903a4fd\", \"be026ccd-f6a3-466f-affc-c6217edc13ec\", \"cfad8a22-1d83-408e-826e-2d69db0018ae\", \"e6b34672-5169-4d0c-93b6-764f5f9b2230\", \"0d3c7303-9a4d-423b-85b7-9bce3ed35df7\", \"cb040cbb-15ae-431c-a43a-b8594951b441\", \"63a74185-b85b-4d8b-b470-93d0c0a882a2\", \"48064042-8319-4c09-ad07-b9739264b6b5\", \"b7a5c03a-291e-45a1-af0c-258848f95efb\"], \"total_duration\": 43719.0, \"total_sessions\": 11, \"mean_week_duration\": 247.0}, \"40448\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-10 16:26:03.000000+00:00\", \"2023-05-03 16:32:14.000000+00:00\"], \"session_ids\": [\"838704f2-9728-4d88-8077-9c29e387d4fb\", \"d4af0209-2d6d-4e3c-982a-ec92025a52a2\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 0.456}, \"87686\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-18 08:24:16.000000+00:00\", \"2021-06-20 03:11:36.000000+00:00\", \"2021-08-08 14:39:45.000000+00:00\", \"2019-12-27 01:24:13.000000+00:00\"], \"session_ids\": [\"b7d46d4f-78a3-46f0-801d-62a0fd812936\", \"f5f2e488-f472-4522-a4e0-5f09e61679da\", \"3d1d8fb9-7995-4c58-b82e-3072fdce79a0\", \"435c4825-55e1-45d4-99d5-a3db48251a35\"], \"total_duration\": 759.0, \"total_sessions\": 4, \"mean_week_duration\": 8.929}, \"31380\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-07-04 12:05:12.000000+00:00\", \"2022-01-14 03:09:49.000000+00:00\"], \"session_ids\": [\"39dc50d3-8195-4adc-a2c6-eb53db17da44\", \"7d7d393b-57ab-4e5c-af5d-c9e994f3363a\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 12.143}, \"63740\": {\"keyflows\": {\"Sign In Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-06-25 17:24:10.000000+00:00\", \"2022-05-03 07:50:40.000000+00:00\", \"2021-03-31 22:39:21.000000+00:00\", \"2021-02-09 15:15:31.000000+00:00\"], \"session_ids\": [\"04d06cd9-50bb-4e24-8c7e-cb3286458ac5\", \"0cc758c8-2a99-472d-853a-9eb45ed34576\", \"9a279b58-202d-426d-949f-9fc4df34d1d3\", \"ade629a5-ae02-438b-8419-c3176517679a\"], \"total_duration\": 1372.0, \"total_sessions\": 4, \"mean_week_duration\": 14.144}, \"21350\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-04-17 07:57:41.000000+00:00\", \"2022-11-17 07:22:01.000000+00:00\"], \"session_ids\": [\"24968850-952b-49b5-b649-ceea3435437f\", \"8bdff9fd-1460-42d6-9da5-aa09f2891e65\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 2.181}, \"66902\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-05 14:32:48.000000+00:00\", \"2023-06-06 14:08:34.000000+00:00\", \"2020-04-08 08:48:16.000000+00:00\", \"2020-01-29 06:04:21.000000+00:00\", \"2019-04-21 06:39:15.000000+00:00\", \"2020-05-30 08:52:02.000000+00:00\", \"2019-10-15 13:16:27.000000+00:00\"], \"session_ids\": [\"36140465-97d2-4b93-a9b0-37e59dcbc170\", \"f20070da-cd6d-433b-83e1-7a7c95171a74\", \"cb63af88-cb66-45e1-9e93-86946c01e2c3\", \"17752a8e-091d-4dae-b01c-e24debd383b8\", \"0e62e854-412a-45cd-b425-6a837ca7cf08\", \"a32d86e7-947f-4a73-865d-9c05ca3d24f4\", \"62253549-236c-4d91-9f06-6eda5c047f9b\"], \"total_duration\": 10433.0, \"total_sessions\": 7, \"mean_week_duration\": 48.301}, \"41830\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-04-14 12:21:17.000000+00:00\", \"2021-09-08 23:59:20.000000+00:00\", \"2021-05-26 09:14:08.000000+00:00\"], \"session_ids\": [\"85714670-c210-4363-8a13-dfd674e7c95e\", \"d4040d81-f630-4f2a-b27c-e677fd6b351d\", \"93b4f8fc-774b-4729-a1f7-de30c3f28e69\"], \"total_duration\": 528.0, \"total_sessions\": 3, \"mean_week_duration\": 4.19}, \"76335\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-05-30 10:58:23.000000+00:00\", \"2021-07-28 02:53:38.000000+00:00\"], \"session_ids\": [\"f6d0c411-06bd-456e-b475-470cd768984f\", \"27fabeab-e797-4e42-b5cb-68bbcba5821e\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 2.389}, \"67510\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-02-01 07:26:46.000000+00:00\", \"2021-03-27 18:58:42.000000+00:00\", \"2020-11-07 22:02:21.000000+00:00\", \"2019-05-22 01:19:58.000000+00:00\", \"2021-12-03 13:28:08.000000+00:00\", \"2020-10-03 04:11:47.000000+00:00\", \"2020-03-04 17:25:06.000000+00:00\", \"2023-05-26 11:48:52.000000+00:00\", \"2020-02-20 08:34:26.000000+00:00\", \"2020-09-19 07:08:46.000000+00:00\", \"2022-07-03 22:49:24.000000+00:00\"], \"session_ids\": [\"216d3f71-f85c-409c-bc5c-7594374c1d0b\", \"e7dd9af9-f5be-4527-8d6a-86fb126bd083\", \"6d2eb886-2497-44b9-9b01-ff1d33ae2b0d\", \"0cfcb488-757e-411f-b03a-5923d01461ea\", \"df68daec-0aab-48f0-9148-5d1d30057c3b\", \"372fc27b-9780-4dc8-a796-77d20aaa22fc\", \"0fb68922-84e3-4c83-845f-ecac80754448\", \"ff905c00-b0a6-40c2-8743-4c6e2d981c04\", \"daf56b1b-4a18-4f01-a0b9-4ab61d0f5751\", \"9e5e7df7-2cd1-4079-adf5-e7654777f95b\", \"3a271269-c565-4b68-8dd6-7064b2cc91fd\"], \"total_duration\": 60194.0, \"total_sessions\": 11, \"mean_week_duration\": 286.638}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are greater than 1443 and are less than 3151"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"total_duration\": [[1443, 3151]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you enlighten me about users who aren't residing in city Toronto in addition apply sorting by median of duration of sessions per week in desc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"33490\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-10-14 12:48:33.000000+00:00\", \"2022-06-30 14:15:24.000000+00:00\", \"2019-06-26 08:05:31.000000+00:00\", \"2020-05-08 00:45:04.000000+00:00\", \"2021-03-21 22:19:00.000000+00:00\", \"2021-06-22 06:47:26.000000+00:00\", \"2020-09-30 22:09:36.000000+00:00\", \"2023-05-06 10:33:33.000000+00:00\", \"2023-04-05 21:51:57.000000+00:00\"], \"session_ids\": [\"d9ae7e85-de66-4b27-ad93-f6892e0db704\", \"8deabc94-0d5c-4d99-a8d0-7746c190146b\", \"99501b59-4144-4a51-8929-ab7eece4fb1c\", \"55ed53ba-25ac-4d99-b10e-c780eaa8043b\", \"40f54c21-a9bf-43b0-b0f7-3a211341f589\", \"d5e8b58e-c111-4f65-98d7-5397c73bbd49\", \"ec6ff603-9bb7-4ca4-90aa-10ed8742fb9d\", \"f4d1b2cb-66d9-4c7e-8a0d-1d9ef48f2e76\", \"37441918-1c9e-4494-a187-ee5747b4e7d5\"], \"total_duration\": 23409.0, \"total_sessions\": 9, \"mean_week_duration\": 115.886}, \"43065\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-09-20 02:50:27.000000+00:00\", \"2021-03-10 03:39:26.000000+00:00\", \"2022-01-19 19:08:52.000000+00:00\", \"2022-02-01 19:54:35.000000+00:00\", \"2019-02-14 07:44:43.000000+00:00\"], \"session_ids\": [\"ea4ca2ef-e6b8-4151-b08f-608b17fd8eff\", \"307a0b44-55dc-44ab-a0e8-a2a4f7972e4c\", \"82b79f67-3cf5-43d5-8b48-4f786a5fa96d\", \"2cf7efc3-23d1-409f-bda3-41faf0bad9bb\", \"70a35ed0-148e-4491-ad16-d8ad1539d967\"], \"total_duration\": 1217.0, \"total_sessions\": 5, \"mean_week_duration\": 7.852}, \"80103\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-10-19 21:12:42.000000+00:00\", \"2019-11-06 22:14:04.000000+00:00\"], \"session_ids\": [\"f582cf1e-979a-4b15-ac42-c71efc72a2ba\", \"4a4ff664-49e0-4a93-896e-7e0dc344bbe1\"], \"total_duration\": 350.0, \"total_sessions\": 2, \"mean_week_duration\": 116.667}, \"58567\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-04-14 15:31:45.000000+00:00\", \"2022-10-16 07:47:28.000000+00:00\", \"2021-06-26 22:23:44.000000+00:00\"], \"session_ids\": [\"ccba6248-1f01-4ad4-925c-d5c1195d452d\", \"b49c67e6-0fd4-4c21-a481-1170e2e4a349\", \"d9b6e8ed-a1a0-4c4d-8f1f-52282eff5b31\"], \"total_duration\": 69.0, \"total_sessions\": 3, \"mean_week_duration\": 0.527}, \"1386\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-10-01 01:02:02.000000+00:00\", \"2022-03-03 13:14:59.000000+00:00\", \"2021-04-23 00:02:35.000000+00:00\", \"2021-07-30 19:21:14.000000+00:00\", \"2019-05-28 18:36:24.000000+00:00\", \"2019-07-21 13:38:02.000000+00:00\"], \"session_ids\": [\"008d47e7-c1b7-4f4c-bbb9-159c798411b6\", \"94932bc3-85fc-4d82-a334-db0bb9e73a3b\", \"43233786-5dba-487f-8312-7ce7b8ec3a6f\", \"c1894746-1fcd-4217-9808-1a6487a16ba6\", \"5eb77746-8821-4c0d-8101-31de5bad308a\", \"98e95ae6-e09e-43df-bd3f-8a235417c655\"], \"total_duration\": 1840.0, \"total_sessions\": 6, \"mean_week_duration\": 10.514}, \"25877\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-06-07 23:46:57.000000+00:00\", \"2023-03-01 20:20:31.000000+00:00\", \"2020-03-10 08:05:54.000000+00:00\", \"2021-10-15 05:42:10.000000+00:00\", \"2021-05-31 08:12:16.000000+00:00\", \"2022-04-14 01:47:57.000000+00:00\"], \"session_ids\": [\"7161b0dd-fbb5-4ce7-a5cb-4c16cdca484b\", \"403d3c49-dd7d-4fe0-bb42-5ed1f5aa2670\", \"ee885d99-cd58-4ae4-bf4f-4d3e44274f3f\", \"c2af199d-229f-45dd-af16-cbe0b2513d36\", \"1e2810ec-2f13-4762-84a7-114e3f4ca8a2\", \"5f7ba147-cf41-4bdd-bc09-663bfff4b3c9\"], \"total_duration\": 2686.0, \"total_sessions\": 6, \"mean_week_duration\": 13.774}, \"11736\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-03-08 02:03:31.000000+00:00\", \"2020-09-07 02:51:56.000000+00:00\"], \"session_ids\": [\"ef7989bd-2aea-4379-8f0c-0ecb12091e2d\", \"b6f66665-fc04-450d-a292-d69d1b61d8e0\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 6.077}, \"50027\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2019-01-22 17:08:33.000000+00:00\", \"2019-07-28 17:32:26.000000+00:00\", \"2020-03-08 09:29:06.000000+00:00\"], \"session_ids\": [\"2839707b-b437-4951-8bc0-6a13079e5a89\", \"1202754d-1557-4e3b-9d10-5c55ec813582\", \"897459f9-1496-4bc5-b636-27dd99dbbce8\"], \"total_duration\": 561.0, \"total_sessions\": 3, \"mean_week_duration\": 9.508}, \"93409\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-07 04:35:37.000000+00:00\", \"2023-06-21 09:47:05.000000+00:00\"], \"session_ids\": [\"47ef11d7-63e2-4e27-99d6-8426a723463e\", \"ef78d7ce-64d5-40a7-92f0-d0542a5b2ede\"], \"total_duration\": 138.0, \"total_sessions\": 2, \"mean_week_duration\": 0.73}, \"54261\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-12-30 13:22:28.000000+00:00\", \"2019-07-26 21:50:12.000000+00:00\", \"2019-04-12 13:51:34.000000+00:00\"], \"session_ids\": [\"8a14a5a7-0636-4fd4-8194-ccfd236ae88c\", \"da8ed26b-4098-4d17-8290-1a2f5501c0bb\", \"6ff2814b-26f9-4920-ab03-d598af069ef4\"], \"total_duration\": 148.0, \"total_sessions\": 3, \"mean_week_duration\": 1.042}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not Toronto"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Toronto\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"33490\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-10-14 12:48:33.000000+00:00\", \"2022-06-30 14:15:24.000000+00:00\", \"2019-06-26 08:05:31.000000+00:00\", \"2020-05-08 00:45:04.000000+00:00\", \"2021-03-21 22:19:00.000000+00:00\", \"2021-06-22 06:47:26.000000+00:00\", \"2020-09-30 22:09:36.000000+00:00\", \"2023-05-06 10:33:33.000000+00:00\", \"2023-04-05 21:51:57.000000+00:00\"], \"session_ids\": [\"d9ae7e85-de66-4b27-ad93-f6892e0db704\", \"8deabc94-0d5c-4d99-a8d0-7746c190146b\", \"99501b59-4144-4a51-8929-ab7eece4fb1c\", \"55ed53ba-25ac-4d99-b10e-c780eaa8043b\", \"40f54c21-a9bf-43b0-b0f7-3a211341f589\", \"d5e8b58e-c111-4f65-98d7-5397c73bbd49\", \"ec6ff603-9bb7-4ca4-90aa-10ed8742fb9d\", \"f4d1b2cb-66d9-4c7e-8a0d-1d9ef48f2e76\", \"37441918-1c9e-4494-a187-ee5747b4e7d5\"], \"total_duration\": 23409.0, \"total_sessions\": 9, \"mean_week_duration\": 115.886}, \"43065\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-09-20 02:50:27.000000+00:00\", \"2021-03-10 03:39:26.000000+00:00\", \"2022-01-19 19:08:52.000000+00:00\", \"2022-02-01 19:54:35.000000+00:00\", \"2019-02-14 07:44:43.000000+00:00\"], \"session_ids\": [\"ea4ca2ef-e6b8-4151-b08f-608b17fd8eff\", \"307a0b44-55dc-44ab-a0e8-a2a4f7972e4c\", \"82b79f67-3cf5-43d5-8b48-4f786a5fa96d\", \"2cf7efc3-23d1-409f-bda3-41faf0bad9bb\", \"70a35ed0-148e-4491-ad16-d8ad1539d967\"], \"total_duration\": 1217.0, \"total_sessions\": 5, \"mean_week_duration\": 7.852}, \"80103\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-10-19 21:12:42.000000+00:00\", \"2019-11-06 22:14:04.000000+00:00\"], \"session_ids\": [\"f582cf1e-979a-4b15-ac42-c71efc72a2ba\", \"4a4ff664-49e0-4a93-896e-7e0dc344bbe1\"], \"total_duration\": 350.0, \"total_sessions\": 2, \"mean_week_duration\": 116.667}, \"58567\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-04-14 15:31:45.000000+00:00\", \"2022-10-16 07:47:28.000000+00:00\", \"2021-06-26 22:23:44.000000+00:00\"], \"session_ids\": [\"ccba6248-1f01-4ad4-925c-d5c1195d452d\", \"b49c67e6-0fd4-4c21-a481-1170e2e4a349\", \"d9b6e8ed-a1a0-4c4d-8f1f-52282eff5b31\"], \"total_duration\": 69.0, \"total_sessions\": 3, \"mean_week_duration\": 0.527}, \"1386\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-10-01 01:02:02.000000+00:00\", \"2022-03-03 13:14:59.000000+00:00\", \"2021-04-23 00:02:35.000000+00:00\", \"2021-07-30 19:21:14.000000+00:00\", \"2019-05-28 18:36:24.000000+00:00\", \"2019-07-21 13:38:02.000000+00:00\"], \"session_ids\": [\"008d47e7-c1b7-4f4c-bbb9-159c798411b6\", \"94932bc3-85fc-4d82-a334-db0bb9e73a3b\", \"43233786-5dba-487f-8312-7ce7b8ec3a6f\", \"c1894746-1fcd-4217-9808-1a6487a16ba6\", \"5eb77746-8821-4c0d-8101-31de5bad308a\", \"98e95ae6-e09e-43df-bd3f-8a235417c655\"], \"total_duration\": 1840.0, \"total_sessions\": 6, \"mean_week_duration\": 10.514}, \"25877\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-06-07 23:46:57.000000+00:00\", \"2023-03-01 20:20:31.000000+00:00\", \"2020-03-10 08:05:54.000000+00:00\", \"2021-10-15 05:42:10.000000+00:00\", \"2021-05-31 08:12:16.000000+00:00\", \"2022-04-14 01:47:57.000000+00:00\"], \"session_ids\": [\"7161b0dd-fbb5-4ce7-a5cb-4c16cdca484b\", \"403d3c49-dd7d-4fe0-bb42-5ed1f5aa2670\", \"ee885d99-cd58-4ae4-bf4f-4d3e44274f3f\", \"c2af199d-229f-45dd-af16-cbe0b2513d36\", \"1e2810ec-2f13-4762-84a7-114e3f4ca8a2\", \"5f7ba147-cf41-4bdd-bc09-663bfff4b3c9\"], \"total_duration\": 2686.0, \"total_sessions\": 6, \"mean_week_duration\": 13.774}, \"11736\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-03-08 02:03:31.000000+00:00\", \"2020-09-07 02:51:56.000000+00:00\"], \"session_ids\": [\"ef7989bd-2aea-4379-8f0c-0ecb12091e2d\", \"b6f66665-fc04-450d-a292-d69d1b61d8e0\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 6.077}, \"50027\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2019-01-22 17:08:33.000000+00:00\", \"2019-07-28 17:32:26.000000+00:00\", \"2020-03-08 09:29:06.000000+00:00\"], \"session_ids\": [\"2839707b-b437-4951-8bc0-6a13079e5a89\", \"1202754d-1557-4e3b-9d10-5c55ec813582\", \"897459f9-1496-4bc5-b636-27dd99dbbce8\"], \"total_duration\": 561.0, \"total_sessions\": 3, \"mean_week_duration\": 9.508}, \"93409\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-07 04:35:37.000000+00:00\", \"2023-06-21 09:47:05.000000+00:00\"], \"session_ids\": [\"47ef11d7-63e2-4e27-99d6-8426a723463e\", \"ef78d7ce-64d5-40a7-92f0-d0542a5b2ede\"], \"total_duration\": 138.0, \"total_sessions\": 2, \"mean_week_duration\": 0.73}, \"54261\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-12-30 13:22:28.000000+00:00\", \"2019-07-26 21:50:12.000000+00:00\", \"2019-04-12 13:51:34.000000+00:00\"], \"session_ids\": [\"8a14a5a7-0636-4fd4-8194-ccfd236ae88c\", \"da8ed26b-4098-4d17-8290-1a2f5501c0bb\", \"6ff2814b-26f9-4920-ab03-d598af069ef4\"], \"total_duration\": 148.0, \"total_sessions\": 3, \"mean_week_duration\": 1.042}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"80103\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-10-19 21:12:42.000000+00:00\", \"2019-11-06 22:14:04.000000+00:00\"], \"session_ids\": [\"f582cf1e-979a-4b15-ac42-c71efc72a2ba\", \"4a4ff664-49e0-4a93-896e-7e0dc344bbe1\"], \"total_duration\": 350.0, \"total_sessions\": 2, \"mean_week_duration\": 116.667}}, {\"33490\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-10-14 12:48:33.000000+00:00\", \"2022-06-30 14:15:24.000000+00:00\", \"2019-06-26 08:05:31.000000+00:00\", \"2020-05-08 00:45:04.000000+00:00\", \"2021-03-21 22:19:00.000000+00:00\", \"2021-06-22 06:47:26.000000+00:00\", \"2020-09-30 22:09:36.000000+00:00\", \"2023-05-06 10:33:33.000000+00:00\", \"2023-04-05 21:51:57.000000+00:00\"], \"session_ids\": [\"d9ae7e85-de66-4b27-ad93-f6892e0db704\", \"8deabc94-0d5c-4d99-a8d0-7746c190146b\", \"99501b59-4144-4a51-8929-ab7eece4fb1c\", \"55ed53ba-25ac-4d99-b10e-c780eaa8043b\", \"40f54c21-a9bf-43b0-b0f7-3a211341f589\", \"d5e8b58e-c111-4f65-98d7-5397c73bbd49\", \"ec6ff603-9bb7-4ca4-90aa-10ed8742fb9d\", \"f4d1b2cb-66d9-4c7e-8a0d-1d9ef48f2e76\", \"37441918-1c9e-4494-a187-ee5747b4e7d5\"], \"total_duration\": 23409.0, \"total_sessions\": 9, \"mean_week_duration\": 115.886}}, {\"25877\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-06-07 23:46:57.000000+00:00\", \"2023-03-01 20:20:31.000000+00:00\", \"2020-03-10 08:05:54.000000+00:00\", \"2021-10-15 05:42:10.000000+00:00\", \"2021-05-31 08:12:16.000000+00:00\", \"2022-04-14 01:47:57.000000+00:00\"], \"session_ids\": [\"7161b0dd-fbb5-4ce7-a5cb-4c16cdca484b\", \"403d3c49-dd7d-4fe0-bb42-5ed1f5aa2670\", \"ee885d99-cd58-4ae4-bf4f-4d3e44274f3f\", \"c2af199d-229f-45dd-af16-cbe0b2513d36\", \"1e2810ec-2f13-4762-84a7-114e3f4ca8a2\", \"5f7ba147-cf41-4bdd-bc09-663bfff4b3c9\"], \"total_duration\": 2686.0, \"total_sessions\": 6, \"mean_week_duration\": 13.774}}, {\"1386\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-10-01 01:02:02.000000+00:00\", \"2022-03-03 13:14:59.000000+00:00\", \"2021-04-23 00:02:35.000000+00:00\", \"2021-07-30 19:21:14.000000+00:00\", \"2019-05-28 18:36:24.000000+00:00\", \"2019-07-21 13:38:02.000000+00:00\"], \"session_ids\": [\"008d47e7-c1b7-4f4c-bbb9-159c798411b6\", \"94932bc3-85fc-4d82-a334-db0bb9e73a3b\", \"43233786-5dba-487f-8312-7ce7b8ec3a6f\", \"c1894746-1fcd-4217-9808-1a6487a16ba6\", \"5eb77746-8821-4c0d-8101-31de5bad308a\", \"98e95ae6-e09e-43df-bd3f-8a235417c655\"], \"total_duration\": 1840.0, \"total_sessions\": 6, \"mean_week_duration\": 10.514}}, {\"50027\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2019-01-22 17:08:33.000000+00:00\", \"2019-07-28 17:32:26.000000+00:00\", \"2020-03-08 09:29:06.000000+00:00\"], \"session_ids\": [\"2839707b-b437-4951-8bc0-6a13079e5a89\", \"1202754d-1557-4e3b-9d10-5c55ec813582\", \"897459f9-1496-4bc5-b636-27dd99dbbce8\"], \"total_duration\": 561.0, \"total_sessions\": 3, \"mean_week_duration\": 9.508}}, {\"43065\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-09-20 02:50:27.000000+00:00\", \"2021-03-10 03:39:26.000000+00:00\", \"2022-01-19 19:08:52.000000+00:00\", \"2022-02-01 19:54:35.000000+00:00\", \"2019-02-14 07:44:43.000000+00:00\"], \"session_ids\": [\"ea4ca2ef-e6b8-4151-b08f-608b17fd8eff\", \"307a0b44-55dc-44ab-a0e8-a2a4f7972e4c\", \"82b79f67-3cf5-43d5-8b48-4f786a5fa96d\", \"2cf7efc3-23d1-409f-bda3-41faf0bad9bb\", \"70a35ed0-148e-4491-ad16-d8ad1539d967\"], \"total_duration\": 1217.0, \"total_sessions\": 5, \"mean_week_duration\": 7.852}}, {\"11736\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-03-08 02:03:31.000000+00:00\", \"2020-09-07 02:51:56.000000+00:00\"], \"session_ids\": [\"ef7989bd-2aea-4379-8f0c-0ecb12091e2d\", \"b6f66665-fc04-450d-a292-d69d1b61d8e0\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 6.077}}, {\"54261\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-12-30 13:22:28.000000+00:00\", \"2019-07-26 21:50:12.000000+00:00\", \"2019-04-12 13:51:34.000000+00:00\"], \"session_ids\": [\"8a14a5a7-0636-4fd4-8194-ccfd236ae88c\", \"da8ed26b-4098-4d17-8290-1a2f5501c0bb\", \"6ff2814b-26f9-4920-ab03-d598af069ef4\"], \"total_duration\": 148.0, \"total_sessions\": 3, \"mean_week_duration\": 1.042}}, {\"93409\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-07 04:35:37.000000+00:00\", \"2023-06-21 09:47:05.000000+00:00\"], \"session_ids\": [\"47ef11d7-63e2-4e27-99d6-8426a723463e\", \"ef78d7ce-64d5-40a7-92f0-d0542a5b2ede\"], \"total_duration\": 138.0, \"total_sessions\": 2, \"mean_week_duration\": 0.73}}, {\"58567\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-04-14 15:31:45.000000+00:00\", \"2022-10-16 07:47:28.000000+00:00\", \"2021-06-26 22:23:44.000000+00:00\"], \"session_ids\": [\"ccba6248-1f01-4ad4-925c-d5c1195d452d\", \"b49c67e6-0fd4-4c21-a481-1170e2e4a349\", \"d9b6e8ed-a1a0-4c4d-8f1f-52282eff5b31\"], \"total_duration\": 69.0, \"total_sessions\": 3, \"mean_week_duration\": 0.527}}]\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[{\"80103\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-10-19 21:12:42.000000+00:00\", \"2019-11-06 22:14:04.000000+00:00\"], \"session_ids\": [\"f582cf1e-979a-4b15-ac42-c71efc72a2ba\", \"4a4ff664-49e0-4a93-896e-7e0dc344bbe1\"], \"total_duration\": 350.0, \"total_sessions\": 2, \"mean_week_duration\": 116.667}}, {\"33490\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-10-14 12:48:33.000000+00:00\", \"2022-06-30 14:15:24.000000+00:00\", \"2019-06-26 08:05:31.000000+00:00\", \"2020-05-08 00:45:04.000000+00:00\", \"2021-03-21 22:19:00.000000+00:00\", \"2021-06-22 06:47:26.000000+00:00\", \"2020-09-30 22:09:36.000000+00:00\", \"2023-05-06 10:33:33.000000+00:00\", \"2023-04-05 21:51:57.000000+00:00\"], \"session_ids\": [\"d9ae7e85-de66-4b27-ad93-f6892e0db704\", \"8deabc94-0d5c-4d99-a8d0-7746c190146b\", \"99501b59-4144-4a51-8929-ab7eece4fb1c\", \"55ed53ba-25ac-4d99-b10e-c780eaa8043b\", \"40f54c21-a9bf-43b0-b0f7-3a211341f589\", \"d5e8b58e-c111-4f65-98d7-5397c73bbd49\", \"ec6ff603-9bb7-4ca4-90aa-10ed8742fb9d\", \"f4d1b2cb-66d9-4c7e-8a0d-1d9ef48f2e76\", \"37441918-1c9e-4494-a187-ee5747b4e7d5\"], \"total_duration\": 23409.0, \"total_sessions\": 9, \"mean_week_duration\": 115.886}}, {\"25877\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-06-07 23:46:57.000000+00:00\", \"2023-03-01 20:20:31.000000+00:00\", \"2020-03-10 08:05:54.000000+00:00\", \"2021-10-15 05:42:10.000000+00:00\", \"2021-05-31 08:12:16.000000+00:00\", \"2022-04-14 01:47:57.000000+00:00\"], \"session_ids\": [\"7161b0dd-fbb5-4ce7-a5cb-4c16cdca484b\", \"403d3c49-dd7d-4fe0-bb42-5ed1f5aa2670\", \"ee885d99-cd58-4ae4-bf4f-4d3e44274f3f\", \"c2af199d-229f-45dd-af16-cbe0b2513d36\", \"1e2810ec-2f13-4762-84a7-114e3f4ca8a2\", \"5f7ba147-cf41-4bdd-bc09-663bfff4b3c9\"], \"total_duration\": 2686.0, \"total_sessions\": 6, \"mean_week_duration\": 13.774}}, {\"1386\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-10-01 01:02:02.000000+00:00\", \"2022-03-03 13:14:59.000000+00:00\", \"2021-04-23 00:02:35.000000+00:00\", \"2021-07-30 19:21:14.000000+00:00\", \"2019-05-28 18:36:24.000000+00:00\", \"2019-07-21 13:38:02.000000+00:00\"], \"session_ids\": [\"008d47e7-c1b7-4f4c-bbb9-159c798411b6\", \"94932bc3-85fc-4d82-a334-db0bb9e73a3b\", \"43233786-5dba-487f-8312-7ce7b8ec3a6f\", \"c1894746-1fcd-4217-9808-1a6487a16ba6\", \"5eb77746-8821-4c0d-8101-31de5bad308a\", \"98e95ae6-e09e-43df-bd3f-8a235417c655\"], \"total_duration\": 1840.0, \"total_sessions\": 6, \"mean_week_duration\": 10.514}}, {\"50027\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2019-01-22 17:08:33.000000+00:00\", \"2019-07-28 17:32:26.000000+00:00\", \"2020-03-08 09:29:06.000000+00:00\"], \"session_ids\": [\"2839707b-b437-4951-8bc0-6a13079e5a89\", \"1202754d-1557-4e3b-9d10-5c55ec813582\", \"897459f9-1496-4bc5-b636-27dd99dbbce8\"], \"total_duration\": 561.0, \"total_sessions\": 3, \"mean_week_duration\": 9.508}}, {\"43065\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-09-20 02:50:27.000000+00:00\", \"2021-03-10 03:39:26.000000+00:00\", \"2022-01-19 19:08:52.000000+00:00\", \"2022-02-01 19:54:35.000000+00:00\", \"2019-02-14 07:44:43.000000+00:00\"], \"session_ids\": [\"ea4ca2ef-e6b8-4151-b08f-608b17fd8eff\", \"307a0b44-55dc-44ab-a0e8-a2a4f7972e4c\", \"82b79f67-3cf5-43d5-8b48-4f786a5fa96d\", \"2cf7efc3-23d1-409f-bda3-41faf0bad9bb\", \"70a35ed0-148e-4491-ad16-d8ad1539d967\"], \"total_duration\": 1217.0, \"total_sessions\": 5, \"mean_week_duration\": 7.852}}, {\"11736\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-03-08 02:03:31.000000+00:00\", \"2020-09-07 02:51:56.000000+00:00\"], \"session_ids\": [\"ef7989bd-2aea-4379-8f0c-0ecb12091e2d\", \"b6f66665-fc04-450d-a292-d69d1b61d8e0\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 6.077}}, {\"54261\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-12-30 13:22:28.000000+00:00\", \"2019-07-26 21:50:12.000000+00:00\", \"2019-04-12 13:51:34.000000+00:00\"], \"session_ids\": [\"8a14a5a7-0636-4fd4-8194-ccfd236ae88c\", \"da8ed26b-4098-4d17-8290-1a2f5501c0bb\", \"6ff2814b-26f9-4920-ab03-d598af069ef4\"], \"total_duration\": 148.0, \"total_sessions\": 3, \"mean_week_duration\": 1.042}}, {\"93409\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-07 04:35:37.000000+00:00\", \"2023-06-21 09:47:05.000000+00:00\"], \"session_ids\": [\"47ef11d7-63e2-4e27-99d6-8426a723463e\", \"ef78d7ce-64d5-40a7-92f0-d0542a5b2ede\"], \"total_duration\": 138.0, \"total_sessions\": 2, \"mean_week_duration\": 0.73}}, {\"58567\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-04-14 15:31:45.000000+00:00\", \"2022-10-16 07:47:28.000000+00:00\", \"2021-06-26 22:23:44.000000+00:00\"], \"session_ids\": [\"ccba6248-1f01-4ad4-925c-d5c1195d452d\", \"b49c67e6-0fd4-4c21-a481-1170e2e4a349\", \"d9b6e8ed-a1a0-4c4d-8f1f-52282eff5b31\"], \"total_duration\": 69.0, \"total_sessions\": 3, \"mean_week_duration\": 0.527}}]\n```\n\n```\n"
}
] |
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