conversations
list |
|---|
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are 654"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"==\"]]}, \"all_values\": {\"total_duration\": [[654, 3836]]}}}\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 2 users who are not living in city Dubai and in addition carry out sorting by total_sessions form the highest to the lowest also display 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{\"72710\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-02-03 09:41:09.000000+00:00\", \"2022-02-11 10:26:11.000000+00:00\"], \"session_ids\": [\"f1332e1a-daed-417c-bf48-0a31eba2e6d1\", \"d2f3c703-689c-4c39-92a4-33376d1b0d42\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 1.963}, \"74600\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-02-22 09:57:27.000000+00:00\", \"2023-06-10 02:50:41.000000+00:00\"], \"session_ids\": [\"a562816d-540c-43be-8288-684cb1f93dac\", \"e1f82a95-744a-46af-b7cc-50ba3cf90d96\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 1.169}, \"78205\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-10-16 17:51:56.000000+00:00\", \"2022-11-19 14:51:49.000000+00:00\", \"2020-07-30 15:09:14.000000+00:00\"], \"session_ids\": [\"3d3b2f1a-079b-416f-91bd-acbe55f7c53b\", \"24a69795-7117-4139-876d-26448bfddd9b\", \"ea6bdce9-871d-4cfb-ba99-046ec9dab922\"], \"total_duration\": 41.0, \"total_sessions\": 3, \"mean_week_duration\": 0.339}, \"33775\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-03-27 01:02:44.000000+00:00\", \"2019-03-12 11:23:05.000000+00:00\"], \"session_ids\": [\"3622585c-aadd-4e18-85e4-91f54879aedd\", \"719eef26-9607-4c7e-aedc-f27e1a241298\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.4}, \"53715\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-03-29 23:54:44.000000+00:00\", \"2019-06-26 06:51:05.000000+00:00\", \"2020-10-17 10:48:45.000000+00:00\", \"2022-01-16 21:53:54.000000+00:00\"], \"session_ids\": [\"6f9436f3-d6b6-4d3a-a138-8e3fcddf5f27\", \"80c34c9d-e641-49d5-8355-2f354c5a7605\", \"9685f1f7-a7c6-4b27-9c05-43a2eaee1222\", \"db7f9cf1-60e2-466b-a216-374ae08a595c\"], \"total_duration\": 1685.0, \"total_sessions\": 4, \"mean_week_duration\": 11.701}, \"83684\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-09 13:29:04.000000+00:00\", \"2022-03-28 14:37:28.000000+00:00\"], \"session_ids\": [\"69e6b2c5-ed38-46c5-9edd-8a21d101fcaa\", \"e2119b83-ace4-4b66-89e7-907f89504a9f\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 2.553}, \"11093\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 6}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-02-23 10:46:54.000000+00:00\", \"2021-11-04 00:59:54.000000+00:00\"], \"session_ids\": [\"f1bd9e16-fcd4-4b12-ba49-4abe77e8eef2\", \"451b6f0d-c1cf-4e10-8a5f-f5632df185fb\"], \"total_duration\": 274.0, \"total_sessions\": 2, \"mean_week_duration\": 1.943}, \"48974\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-06-14 07:37:33.000000+00:00\", \"2023-04-18 06:02:13.000000+00:00\", \"2021-11-29 15:01:39.000000+00:00\"], \"session_ids\": [\"659d1141-0afa-406b-ab57-1f4c2509a214\", \"79fe71a3-07db-4acd-932a-5b757659a610\", \"79959845-6c9d-48d5-9a50-f169d1ccdfa6\"], \"total_duration\": 991.0, \"total_sessions\": 3, \"mean_week_duration\": 12.235}, \"1999\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-25 09:21:36.000000+00:00\", \"2021-05-06 07:20:40.000000+00:00\", \"2023-06-06 12:25:31.000000+00:00\"], \"session_ids\": [\"07ac6335-7764-48ac-bcbf-9a1664af4264\", \"d778c5ca-2e99-44f4-bb08-11036d284cca\", \"5d33524c-2138-4233-8bf9-992cf94a5a67\"], \"total_duration\": 1032.0, \"total_sessions\": 3, \"mean_week_duration\": 5.733}, \"10334\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-12-02 15:56:18.000000+00:00\", \"2019-05-28 01:49:22.000000+00:00\", \"2022-01-07 16:39:47.000000+00:00\", \"2022-08-07 11:51:48.000000+00:00\", \"2022-10-25 14:00:16.000000+00:00\", \"2022-08-13 22:37:06.000000+00:00\", \"2019-01-03 18:27:31.000000+00:00\"], \"session_ids\": [\"a0e294ab-fa74-4046-a7e8-6182c4ccff55\", \"2128a771-c28b-4d9f-9c0e-9e034fd251f3\", \"3f886ce0-e6ca-4259-b734-ec6fb1503891\", \"2a4f4118-5019-46f4-8b88-07bbfa92132f\", \"e42e270a-2fc3-4d50-80ac-ffcc378750b6\", \"6108a3e3-2493-425c-90a8-a2f38d66314e\", \"b3d350b7-0994-4be2-adae-4f6e64ab687c\"], \"total_duration\": 4465.0, \"total_sessions\": 7, \"mean_week_duration\": 22.437}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is not Dubai"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Dubai\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"72710\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-02-03 09:41:09.000000+00:00\", \"2022-02-11 10:26:11.000000+00:00\"], \"session_ids\": [\"f1332e1a-daed-417c-bf48-0a31eba2e6d1\", \"d2f3c703-689c-4c39-92a4-33376d1b0d42\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 1.963}, \"74600\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-02-22 09:57:27.000000+00:00\", \"2023-06-10 02:50:41.000000+00:00\"], \"session_ids\": [\"a562816d-540c-43be-8288-684cb1f93dac\", \"e1f82a95-744a-46af-b7cc-50ba3cf90d96\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 1.169}, \"78205\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-10-16 17:51:56.000000+00:00\", \"2022-11-19 14:51:49.000000+00:00\", \"2020-07-30 15:09:14.000000+00:00\"], \"session_ids\": [\"3d3b2f1a-079b-416f-91bd-acbe55f7c53b\", \"24a69795-7117-4139-876d-26448bfddd9b\", \"ea6bdce9-871d-4cfb-ba99-046ec9dab922\"], \"total_duration\": 41.0, \"total_sessions\": 3, \"mean_week_duration\": 0.339}, \"33775\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-03-27 01:02:44.000000+00:00\", \"2019-03-12 11:23:05.000000+00:00\"], \"session_ids\": [\"3622585c-aadd-4e18-85e4-91f54879aedd\", \"719eef26-9607-4c7e-aedc-f27e1a241298\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.4}, \"53715\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-03-29 23:54:44.000000+00:00\", \"2019-06-26 06:51:05.000000+00:00\", \"2020-10-17 10:48:45.000000+00:00\", \"2022-01-16 21:53:54.000000+00:00\"], \"session_ids\": [\"6f9436f3-d6b6-4d3a-a138-8e3fcddf5f27\", \"80c34c9d-e641-49d5-8355-2f354c5a7605\", \"9685f1f7-a7c6-4b27-9c05-43a2eaee1222\", \"db7f9cf1-60e2-466b-a216-374ae08a595c\"], \"total_duration\": 1685.0, \"total_sessions\": 4, \"mean_week_duration\": 11.701}, \"83684\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-09 13:29:04.000000+00:00\", \"2022-03-28 14:37:28.000000+00:00\"], \"session_ids\": [\"69e6b2c5-ed38-46c5-9edd-8a21d101fcaa\", \"e2119b83-ace4-4b66-89e7-907f89504a9f\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 2.553}, \"48974\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-06-14 07:37:33.000000+00:00\", \"2023-04-18 06:02:13.000000+00:00\", \"2021-11-29 15:01:39.000000+00:00\"], \"session_ids\": [\"659d1141-0afa-406b-ab57-1f4c2509a214\", \"79fe71a3-07db-4acd-932a-5b757659a610\", \"79959845-6c9d-48d5-9a50-f169d1ccdfa6\"], \"total_duration\": 991.0, \"total_sessions\": 3, \"mean_week_duration\": 12.235}, \"1999\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-25 09:21:36.000000+00:00\", \"2021-05-06 07:20:40.000000+00:00\", \"2023-06-06 12:25:31.000000+00:00\"], \"session_ids\": [\"07ac6335-7764-48ac-bcbf-9a1664af4264\", \"d778c5ca-2e99-44f4-bb08-11036d284cca\", \"5d33524c-2138-4233-8bf9-992cf94a5a67\"], \"total_duration\": 1032.0, \"total_sessions\": 3, \"mean_week_duration\": 5.733}, \"10334\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-12-02 15:56:18.000000+00:00\", \"2019-05-28 01:49:22.000000+00:00\", \"2022-01-07 16:39:47.000000+00:00\", \"2022-08-07 11:51:48.000000+00:00\", \"2022-10-25 14:00:16.000000+00:00\", \"2022-08-13 22:37:06.000000+00:00\", \"2019-01-03 18:27:31.000000+00:00\"], \"session_ids\": [\"a0e294ab-fa74-4046-a7e8-6182c4ccff55\", \"2128a771-c28b-4d9f-9c0e-9e034fd251f3\", \"3f886ce0-e6ca-4259-b734-ec6fb1503891\", \"2a4f4118-5019-46f4-8b88-07bbfa92132f\", \"e42e270a-2fc3-4d50-80ac-ffcc378750b6\", \"6108a3e3-2493-425c-90a8-a2f38d66314e\", \"b3d350b7-0994-4be2-adae-4f6e64ab687c\"], \"total_duration\": 4465.0, \"total_sessions\": 7, \"mean_week_duration\": 22.437}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_sessions"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"10334\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-12-02 15:56:18.000000+00:00\", \"2019-05-28 01:49:22.000000+00:00\", \"2022-01-07 16:39:47.000000+00:00\", \"2022-08-07 11:51:48.000000+00:00\", \"2022-10-25 14:00:16.000000+00:00\", \"2022-08-13 22:37:06.000000+00:00\", \"2019-01-03 18:27:31.000000+00:00\"], \"session_ids\": [\"a0e294ab-fa74-4046-a7e8-6182c4ccff55\", \"2128a771-c28b-4d9f-9c0e-9e034fd251f3\", \"3f886ce0-e6ca-4259-b734-ec6fb1503891\", \"2a4f4118-5019-46f4-8b88-07bbfa92132f\", \"e42e270a-2fc3-4d50-80ac-ffcc378750b6\", \"6108a3e3-2493-425c-90a8-a2f38d66314e\", \"b3d350b7-0994-4be2-adae-4f6e64ab687c\"], \"total_duration\": 4465.0, \"total_sessions\": 7, \"mean_week_duration\": 22.437}}, {\"53715\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-03-29 23:54:44.000000+00:00\", \"2019-06-26 06:51:05.000000+00:00\", \"2020-10-17 10:48:45.000000+00:00\", \"2022-01-16 21:53:54.000000+00:00\"], \"session_ids\": [\"6f9436f3-d6b6-4d3a-a138-8e3fcddf5f27\", \"80c34c9d-e641-49d5-8355-2f354c5a7605\", \"9685f1f7-a7c6-4b27-9c05-43a2eaee1222\", \"db7f9cf1-60e2-466b-a216-374ae08a595c\"], \"total_duration\": 1685.0, \"total_sessions\": 4, \"mean_week_duration\": 11.701}}, {\"78205\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-10-16 17:51:56.000000+00:00\", \"2022-11-19 14:51:49.000000+00:00\", \"2020-07-30 15:09:14.000000+00:00\"], \"session_ids\": [\"3d3b2f1a-079b-416f-91bd-acbe55f7c53b\", \"24a69795-7117-4139-876d-26448bfddd9b\", \"ea6bdce9-871d-4cfb-ba99-046ec9dab922\"], \"total_duration\": 41.0, \"total_sessions\": 3, \"mean_week_duration\": 0.339}}, {\"48974\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-06-14 07:37:33.000000+00:00\", \"2023-04-18 06:02:13.000000+00:00\", \"2021-11-29 15:01:39.000000+00:00\"], \"session_ids\": [\"659d1141-0afa-406b-ab57-1f4c2509a214\", \"79fe71a3-07db-4acd-932a-5b757659a610\", \"79959845-6c9d-48d5-9a50-f169d1ccdfa6\"], \"total_duration\": 991.0, \"total_sessions\": 3, \"mean_week_duration\": 12.235}}, {\"1999\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-25 09:21:36.000000+00:00\", \"2021-05-06 07:20:40.000000+00:00\", \"2023-06-06 12:25:31.000000+00:00\"], \"session_ids\": [\"07ac6335-7764-48ac-bcbf-9a1664af4264\", \"d778c5ca-2e99-44f4-bb08-11036d284cca\", \"5d33524c-2138-4233-8bf9-992cf94a5a67\"], \"total_duration\": 1032.0, \"total_sessions\": 3, \"mean_week_duration\": 5.733}}, {\"72710\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-02-03 09:41:09.000000+00:00\", \"2022-02-11 10:26:11.000000+00:00\"], \"session_ids\": [\"f1332e1a-daed-417c-bf48-0a31eba2e6d1\", \"d2f3c703-689c-4c39-92a4-33376d1b0d42\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 1.963}}, {\"74600\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-02-22 09:57:27.000000+00:00\", \"2023-06-10 02:50:41.000000+00:00\"], \"session_ids\": [\"a562816d-540c-43be-8288-684cb1f93dac\", \"e1f82a95-744a-46af-b7cc-50ba3cf90d96\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 1.169}}, {\"33775\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-03-27 01:02:44.000000+00:00\", \"2019-03-12 11:23:05.000000+00:00\"], \"session_ids\": [\"3622585c-aadd-4e18-85e4-91f54879aedd\", \"719eef26-9607-4c7e-aedc-f27e1a241298\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.4}}, {\"83684\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-09 13:29:04.000000+00:00\", \"2022-03-28 14:37:28.000000+00:00\"], \"session_ids\": [\"69e6b2c5-ed38-46c5-9edd-8a21d101fcaa\", \"e2119b83-ace4-4b66-89e7-907f89504a9f\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 2.553}}]\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[{\"10334\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-12-02 15:56:18.000000+00:00\", \"2019-05-28 01:49:22.000000+00:00\", \"2022-01-07 16:39:47.000000+00:00\", \"2022-08-07 11:51:48.000000+00:00\", \"2022-10-25 14:00:16.000000+00:00\", \"2022-08-13 22:37:06.000000+00:00\", \"2019-01-03 18:27:31.000000+00:00\"], \"session_ids\": [\"a0e294ab-fa74-4046-a7e8-6182c4ccff55\", \"2128a771-c28b-4d9f-9c0e-9e034fd251f3\", \"3f886ce0-e6ca-4259-b734-ec6fb1503891\", \"2a4f4118-5019-46f4-8b88-07bbfa92132f\", \"e42e270a-2fc3-4d50-80ac-ffcc378750b6\", \"6108a3e3-2493-425c-90a8-a2f38d66314e\", \"b3d350b7-0994-4be2-adae-4f6e64ab687c\"], \"total_duration\": 4465.0, \"total_sessions\": 7, \"mean_week_duration\": 22.437}}, {\"53715\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-03-29 23:54:44.000000+00:00\", \"2019-06-26 06:51:05.000000+00:00\", \"2020-10-17 10:48:45.000000+00:00\", \"2022-01-16 21:53:54.000000+00:00\"], \"session_ids\": [\"6f9436f3-d6b6-4d3a-a138-8e3fcddf5f27\", \"80c34c9d-e641-49d5-8355-2f354c5a7605\", \"9685f1f7-a7c6-4b27-9c05-43a2eaee1222\", \"db7f9cf1-60e2-466b-a216-374ae08a595c\"], \"total_duration\": 1685.0, \"total_sessions\": 4, \"mean_week_duration\": 11.701}}, {\"78205\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-10-16 17:51:56.000000+00:00\", \"2022-11-19 14:51:49.000000+00:00\", \"2020-07-30 15:09:14.000000+00:00\"], \"session_ids\": [\"3d3b2f1a-079b-416f-91bd-acbe55f7c53b\", \"24a69795-7117-4139-876d-26448bfddd9b\", \"ea6bdce9-871d-4cfb-ba99-046ec9dab922\"], \"total_duration\": 41.0, \"total_sessions\": 3, \"mean_week_duration\": 0.339}}, {\"48974\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-06-14 07:37:33.000000+00:00\", \"2023-04-18 06:02:13.000000+00:00\", \"2021-11-29 15:01:39.000000+00:00\"], \"session_ids\": [\"659d1141-0afa-406b-ab57-1f4c2509a214\", \"79fe71a3-07db-4acd-932a-5b757659a610\", \"79959845-6c9d-48d5-9a50-f169d1ccdfa6\"], \"total_duration\": 991.0, \"total_sessions\": 3, \"mean_week_duration\": 12.235}}]\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[{\"10334\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-12-02 15:56:18.000000+00:00\", \"2019-05-28 01:49:22.000000+00:00\", \"2022-01-07 16:39:47.000000+00:00\", \"2022-08-07 11:51:48.000000+00:00\", \"2022-10-25 14:00:16.000000+00:00\", \"2022-08-13 22:37:06.000000+00:00\", \"2019-01-03 18:27:31.000000+00:00\"], \"session_ids\": [\"a0e294ab-fa74-4046-a7e8-6182c4ccff55\", \"2128a771-c28b-4d9f-9c0e-9e034fd251f3\", \"3f886ce0-e6ca-4259-b734-ec6fb1503891\", \"2a4f4118-5019-46f4-8b88-07bbfa92132f\", \"e42e270a-2fc3-4d50-80ac-ffcc378750b6\", \"6108a3e3-2493-425c-90a8-a2f38d66314e\", \"b3d350b7-0994-4be2-adae-4f6e64ab687c\"], \"total_duration\": 4465.0, \"total_sessions\": 7, \"mean_week_duration\": 22.437}}, {\"53715\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-03-29 23:54:44.000000+00:00\", \"2019-06-26 06:51:05.000000+00:00\", \"2020-10-17 10:48:45.000000+00:00\", \"2022-01-16 21:53:54.000000+00:00\"], \"session_ids\": [\"6f9436f3-d6b6-4d3a-a138-8e3fcddf5f27\", \"80c34c9d-e641-49d5-8355-2f354c5a7605\", \"9685f1f7-a7c6-4b27-9c05-43a2eaee1222\", \"db7f9cf1-60e2-466b-a216-374ae08a595c\"], \"total_duration\": 1685.0, \"total_sessions\": 4, \"mean_week_duration\": 11.701}}, {\"78205\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-10-16 17:51:56.000000+00:00\", \"2022-11-19 14:51:49.000000+00:00\", \"2020-07-30 15:09:14.000000+00:00\"], \"session_ids\": [\"3d3b2f1a-079b-416f-91bd-acbe55f7c53b\", \"24a69795-7117-4139-876d-26448bfddd9b\", \"ea6bdce9-871d-4cfb-ba99-046ec9dab922\"], \"total_duration\": 41.0, \"total_sessions\": 3, \"mean_week_duration\": 0.339}}, {\"48974\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-06-14 07:37:33.000000+00:00\", \"2023-04-18 06:02:13.000000+00:00\", \"2021-11-29 15:01:39.000000+00:00\"], \"session_ids\": [\"659d1141-0afa-406b-ab57-1f4c2509a214\", \"79fe71a3-07db-4acd-932a-5b757659a610\", \"79959845-6c9d-48d5-9a50-f169d1ccdfa6\"], \"total_duration\": 991.0, \"total_sessions\": 3, \"mean_week_duration\": 12.235}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about 4 users whose mean of duration of sessions per week exceeds 9 while staying below 26 plus implement sorting by city_name in desc 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{\"50746\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-01-24 03:54:53.000000+00:00\", \"2023-06-19 19:07:16.000000+00:00\", \"2022-10-13 07:09:43.000000+00:00\", \"2019-02-15 19:50:56.000000+00:00\", \"2021-01-02 23:36:49.000000+00:00\", \"2021-04-10 14:32:36.000000+00:00\", \"2019-03-29 22:06:47.000000+00:00\", \"2020-02-26 10:35:53.000000+00:00\", \"2019-12-04 02:48:25.000000+00:00\", \"2023-01-01 22:24:31.000000+00:00\"], \"session_ids\": [\"88232fc1-c7b5-453f-a9d7-1d5fdc815abb\", \"ee581e08-e64e-43fd-8210-32dc2f2a315c\", \"0fa3be37-2ef1-4497-8844-2570e3677f5d\", \"08059a1d-114e-4941-88d1-ecc1929c5e98\", \"71f2867c-9bb5-4701-92dd-44e12dea4056\", \"cc3cd3b3-8412-4e81-802b-4c3d33cb81c0\", \"b9c4796f-1b60-4381-a45a-c8feb86ed8b4\", \"fa192664-963c-4278-a988-8d08fff2ffba\", \"4375a6e5-2cb0-4ede-9647-4b5141d8f821\", \"343cf68b-7234-44a8-8a02-3ff74711d711\"], \"total_duration\": 1161.0, \"total_sessions\": 10, \"mean_week_duration\": 5.115}, \"89274\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-06-23 09:22:18.000000+00:00\", \"2020-05-14 07:03:29.000000+00:00\", \"2019-05-03 00:14:58.000000+00:00\", \"2019-03-18 10:11:22.000000+00:00\", \"2019-02-02 12:00:54.000000+00:00\", \"2021-04-10 03:24:51.000000+00:00\", \"2021-08-19 07:22:40.000000+00:00\", \"2022-10-24 06:39:40.000000+00:00\", \"2020-09-27 22:56:27.000000+00:00\"], \"session_ids\": [\"21cb37db-bc40-44ec-9f0a-4d7fbb8fb841\", \"2e6fcf42-3668-4c30-8b0b-49d375d9d888\", \"7d48e3f4-02cc-45c9-b15e-7ad1d141d8ed\", \"787cc7f2-afa5-4434-959b-e07cc5a66fa2\", \"1fcafa1a-80b5-4f08-9c3b-5dc2e6973686\", \"ed81f50a-469d-41eb-aac7-f4fdd3d0774e\", \"20c0d5bc-e411-4397-9f67-30c172174902\", \"236afbb5-b08c-46e3-a9de-06cc3ee83494\", \"b7297818-5637-46c6-b6e7-05a6fac94432\"], \"total_duration\": 5077.0, \"total_sessions\": 9, \"mean_week_duration\": 26.036}, \"1136\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-10-26 08:23:56.000000+00:00\", \"2022-08-14 00:57:13.000000+00:00\"], \"session_ids\": [\"31883a74-1669-4e60-981b-b327a10ea1fc\", \"4a451451-4ace-4b5f-b98a-745af5c297da\"], \"total_duration\": 387.0, \"total_sessions\": 2, \"mean_week_duration\": 9.214}, \"69398\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-06-23 07:10:38.000000+00:00\", \"2021-02-28 06:21:03.000000+00:00\", \"2020-02-18 14:22:22.000000+00:00\", \"2019-06-12 00:06:09.000000+00:00\", \"2019-01-19 22:26:46.000000+00:00\", \"2021-12-13 05:10:37.000000+00:00\"], \"session_ids\": [\"acc3cc3a-3c75-40a9-8564-d786f1b74254\", \"48b9822f-7b61-47e3-8dc1-2f7c0a24f0ef\", \"1278e13e-0c2a-49cd-a088-b1a93eb957a8\", \"8c6e1c38-8808-4442-824e-0c21e7eef1bb\", \"ac275c31-6cd9-4048-aa77-f5e731d4213e\", \"b0c1883f-f43d-4a59-82f7-e52027eb22d8\"], \"total_duration\": 89.0, \"total_sessions\": 6, \"mean_week_duration\": 0.497}, \"41198\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-12-29 03:53:14.000000+00:00\", \"2022-11-07 10:42:40.000000+00:00\", \"2021-05-11 13:55:44.000000+00:00\"], \"session_ids\": [\"81e9264c-093a-456e-b15a-190601cdc559\", \"5f8e5f5a-33fc-4021-b77f-bd2594acd62c\", \"38326a60-6a21-4afa-abbd-92ff56fb064e\"], \"total_duration\": 547.0, \"total_sessions\": 3, \"mean_week_duration\": 6.36}, \"34000\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-08-03 18:37:06.000000+00:00\", \"2022-09-23 13:36:28.000000+00:00\"], \"session_ids\": [\"8f1debe7-12f7-40a5-be30-17e24d6d415c\", \"3ed99e73-0927-46b4-aba9-ac8809819c8d\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.134}, \"54178\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-29 16:35:09.000000+00:00\", \"2020-01-01 23:52:18.000000+00:00\", \"2019-09-20 13:34:57.000000+00:00\"], \"session_ids\": [\"d64445bb-2917-43f8-8845-3967a77c334d\", \"043f023b-0c07-45f0-b0ad-664708e0d804\", \"d6acc7c0-db53-4519-8f40-c555c4c67f61\"], \"total_duration\": 75.0, \"total_sessions\": 3, \"mean_week_duration\": 0.389}, \"33429\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-12-05 08:11:32.000000+00:00\", \"2022-11-13 17:37:32.000000+00:00\"], \"session_ids\": [\"56cace44-7ce0-42a0-8750-f72fd6cae470\", \"7ab5a626-da2d-4f4c-a85c-fdb1316e568b\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 0.435}, \"34112\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-06-15 01:33:26.000000+00:00\", \"2020-05-24 17:14:35.000000+00:00\", \"2022-05-27 17:17:40.000000+00:00\", \"2022-02-25 13:13:43.000000+00:00\", \"2020-05-26 15:24:28.000000+00:00\", \"2020-11-05 18:36:07.000000+00:00\"], \"session_ids\": [\"8bb9dd30-436d-43e8-9fff-c93782b72811\", \"cea984ab-b39b-435c-9872-da60065d1e6e\", \"c78fb91c-74b8-4cfb-ad56-c4db8c08c0c2\", \"63fc571a-c21e-4f23-b4f0-ff9a5278055e\", \"a9bd0edd-5953-4171-87b6-850f39a13c82\", \"30043f3c-b765-4d56-84cb-f9602c696007\"], \"total_duration\": 4401.0, \"total_sessions\": 6, \"mean_week_duration\": 40.75}, \"63881\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-07-28 19:57:07.000000+00:00\", \"2019-06-04 16:28:32.000000+00:00\"], \"session_ids\": [\"c6c2dc71-fb4d-4d0c-8770-5f52c2a1a4d3\", \"9b0900c6-f8ea-4eee-88df-ade863572218\"], \"total_duration\": 253.0, \"total_sessions\": 2, \"mean_week_duration\": 2.239}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or greater than 9 and are equal or less than 26"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[9, 26]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"1136\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-10-26 08:23:56.000000+00:00\", \"2022-08-14 00:57:13.000000+00:00\"], \"session_ids\": [\"31883a74-1669-4e60-981b-b327a10ea1fc\", \"4a451451-4ace-4b5f-b98a-745af5c297da\"], \"total_duration\": 387.0, \"total_sessions\": 2, \"mean_week_duration\": 9.214}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"1136\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-10-26 08:23:56.000000+00:00\", \"2022-08-14 00:57:13.000000+00:00\"], \"session_ids\": [\"31883a74-1669-4e60-981b-b327a10ea1fc\", \"4a451451-4ace-4b5f-b98a-745af5c297da\"], \"total_duration\": 387.0, \"total_sessions\": 2, \"mean_week_duration\": 9.214}}]\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[{\"1136\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-10-26 08:23:56.000000+00:00\", \"2022-08-14 00:57:13.000000+00:00\"], \"session_ids\": [\"31883a74-1669-4e60-981b-b327a10ea1fc\", \"4a451451-4ace-4b5f-b98a-745af5c297da\"], \"total_duration\": 387.0, \"total_sessions\": 2, \"mean_week_duration\": 9.214}}]\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[{\"1136\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-10-26 08:23:56.000000+00:00\", \"2022-08-14 00:57:13.000000+00:00\"], \"session_ids\": [\"31883a74-1669-4e60-981b-b327a10ea1fc\", \"4a451451-4ace-4b5f-b98a-745af5c297da\"], \"total_duration\": 387.0, \"total_sessions\": 2, \"mean_week_duration\": 9.214}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about user who has aver of time using the app per week is bigger than 2 and strictly smaller than 37 also do sorting by total amount of duration 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{\"15620\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-09-08 04:22:56.000000+00:00\", \"2023-05-17 13:20:07.000000+00:00\"], \"session_ids\": [\"290cb035-1330-4fad-9db3-55ecb2538e77\", \"d49c051b-1cd7-44b0-9146-8b12f226a8aa\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 3.057}, \"38998\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-02-24 17:53:08.000000+00:00\", \"2020-10-04 03:07:32.000000+00:00\"], \"session_ids\": [\"4a7970fa-3e17-4201-bf49-632a879a0973\", \"e77d7bb8-3abf-436b-8776-2b225c34c930\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 6.048}, \"60445\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-04-09 09:23:32.000000+00:00\", \"2019-05-20 17:22:28.000000+00:00\", \"2020-07-28 11:35:15.000000+00:00\", \"2021-05-10 18:11:58.000000+00:00\", \"2021-03-05 08:01:55.000000+00:00\", \"2019-11-30 13:27:10.000000+00:00\", \"2021-10-16 01:18:17.000000+00:00\", \"2020-01-19 01:13:17.000000+00:00\", \"2020-03-23 05:29:03.000000+00:00\", \"2021-04-09 11:37:51.000000+00:00\", \"2020-05-04 13:38:05.000000+00:00\"], \"session_ids\": [\"80469c35-b3e5-445c-bf85-9c2b458209e8\", \"43a581e9-9f9e-4e77-b81c-7ef510ae23de\", \"372b0692-8231-4155-a199-9561392d5846\", \"85e77b50-9866-4e5b-9275-5fcc3947054b\", \"5827f446-d65b-4ee8-89c6-9e271b77c3d2\", \"ae3e9760-f8c6-478d-909d-9e5e030286c9\", \"d6cab871-c7b9-43a2-ab57-7cf765d4f282\", \"96b2ab17-dd43-47c8-97d4-e0c087b6eeb0\", \"1cf6ef01-a09c-4498-9ce4-b7e40bc6f926\", \"00e8983b-53fb-4cf2-874f-0b55f4cade47\", \"31efb5fa-b447-4c7c-af11-3eb32b4f3106\"], \"total_duration\": 14342.0, \"total_sessions\": 11, \"mean_week_duration\": 108.652}, \"89156\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-02-26 13:24:35.000000+00:00\", \"2021-10-25 23:43:27.000000+00:00\"], \"session_ids\": [\"63a42a14-ab84-4cfe-9567-37cb740e431b\", \"f0340a67-231a-4db1-89c4-df39adb53355\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 0.874}, \"83258\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-03-01 22:12:02.000000+00:00\", \"2019-08-24 12:10:05.000000+00:00\", \"2019-06-30 18:56:59.000000+00:00\", \"2022-02-06 18:06:46.000000+00:00\", \"2019-06-10 00:30:30.000000+00:00\", \"2020-03-24 15:18:30.000000+00:00\", \"2020-12-08 21:31:35.000000+00:00\", \"2020-09-22 04:34:05.000000+00:00\", \"2020-08-04 00:47:08.000000+00:00\", \"2020-09-19 17:46:31.000000+00:00\", \"2019-09-05 01:32:09.000000+00:00\"], \"session_ids\": [\"16fa4589-e58d-4640-b05e-d46327225a0c\", \"0ff4d752-ba76-4f4a-9cbf-6167ac2c9762\", \"562beb69-981b-470d-8155-6c2440e36a7e\", \"c8c438e7-a09b-471d-bf05-efeadff6f370\", \"ea715b84-ee1c-45af-b756-50594e4e2e32\", \"b2b62744-a97d-48c9-850e-66b4758760b5\", \"83ba29b9-c4c6-4be6-92dc-3718353d1ba4\", \"19e88cd1-a5ab-4d5d-afcd-d1973be0580b\", \"5314c19f-dcf0-4fa8-babf-6007ccea943f\", \"704e5f34-7ab6-4ded-b905-5020dda1da5a\", \"d381648e-a34d-47f6-95af-fd96f620ac71\"], \"total_duration\": 2000.0, \"total_sessions\": 11, \"mean_week_duration\": 10.256}, \"45533\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-12 04:42:38.000000+00:00\", \"2023-04-17 06:57:53.000000+00:00\", \"2022-04-01 00:18:23.000000+00:00\", \"2022-03-26 16:23:17.000000+00:00\", \"2022-12-09 09:32:24.000000+00:00\", \"2019-12-22 08:52:13.000000+00:00\", \"2020-12-09 22:33:45.000000+00:00\", \"2019-08-17 15:43:46.000000+00:00\", \"2023-06-13 02:26:22.000000+00:00\", \"2022-05-31 18:21:34.000000+00:00\"], \"session_ids\": [\"025991aa-411a-4383-9e44-d3d935ae6423\", \"e9e18e17-de78-45cd-9444-3008c649d024\", \"c966d9f4-2860-43a0-b7d9-1e12b599ff8a\", \"284ced25-9267-4618-a002-99fab82f398e\", \"ca9ccdda-685f-45f2-bf20-62c9e7ca912f\", \"2e4becc6-afe5-49e2-aed5-e833dac5d351\", \"18aa5768-c95d-4bba-ab5c-8c7bb8f3330d\", \"7be50aed-25e9-4f02-b18b-f2f9b59ce45a\", \"8e84be0b-cc5e-475f-8865-75089c65ed3b\", \"67a6ef52-597b-477a-9d84-f7a72160689a\"], \"total_duration\": 2829.0, \"total_sessions\": 10, \"mean_week_duration\": 14.145}, \"46439\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-02-23 00:05:19.000000+00:00\", \"2019-05-18 00:48:55.000000+00:00\"], \"session_ids\": [\"12c0ee73-dcfc-42a1-bfee-9deec92669e6\", \"38fd4bf5-1dba-4e3f-b2ed-9f85649344ce\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 2.417}, \"18467\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-13 14:00:57.000000+00:00\", \"2021-08-16 03:09:25.000000+00:00\"], \"session_ids\": [\"559c98f9-1e24-485d-a2d4-b93c1ded8ba0\", \"851008e6-bbfb-4d32-8a9a-38026244ac5d\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.24}, \"6458\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-06-30 08:00:39.000000+00:00\", \"2022-11-25 11:10:08.000000+00:00\"], \"session_ids\": [\"6f9283d4-d1d7-4cea-8821-ab073217ff9e\", \"0808cdbb-6744-4a03-8362-a7b7fcc4fcb5\"], \"total_duration\": 457.0, \"total_sessions\": 2, \"mean_week_duration\": 2.567}, \"15480\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-05-02 12:30:42.000000+00:00\", \"2022-12-11 21:10:38.000000+00:00\", \"2021-05-13 23:02:07.000000+00:00\"], \"session_ids\": [\"2fcf77b4-41e3-4a14-9edf-66a7a0148821\", \"a6a914a9-712f-457c-9f14-27e8a9b0829c\", \"948df410-8e5d-4cb8-9078-5ca742d96ace\"], \"total_duration\": 788.0, \"total_sessions\": 3, \"mean_week_duration\": 5.752}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or greater than 2 and are less than 37"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[2, 37]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"15620\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-09-08 04:22:56.000000+00:00\", \"2023-05-17 13:20:07.000000+00:00\"], \"session_ids\": [\"290cb035-1330-4fad-9db3-55ecb2538e77\", \"d49c051b-1cd7-44b0-9146-8b12f226a8aa\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 3.057}, \"38998\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-02-24 17:53:08.000000+00:00\", \"2020-10-04 03:07:32.000000+00:00\"], \"session_ids\": [\"4a7970fa-3e17-4201-bf49-632a879a0973\", \"e77d7bb8-3abf-436b-8776-2b225c34c930\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 6.048}, \"83258\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-03-01 22:12:02.000000+00:00\", \"2019-08-24 12:10:05.000000+00:00\", \"2019-06-30 18:56:59.000000+00:00\", \"2022-02-06 18:06:46.000000+00:00\", \"2019-06-10 00:30:30.000000+00:00\", \"2020-03-24 15:18:30.000000+00:00\", \"2020-12-08 21:31:35.000000+00:00\", \"2020-09-22 04:34:05.000000+00:00\", \"2020-08-04 00:47:08.000000+00:00\", \"2020-09-19 17:46:31.000000+00:00\", \"2019-09-05 01:32:09.000000+00:00\"], \"session_ids\": [\"16fa4589-e58d-4640-b05e-d46327225a0c\", \"0ff4d752-ba76-4f4a-9cbf-6167ac2c9762\", \"562beb69-981b-470d-8155-6c2440e36a7e\", \"c8c438e7-a09b-471d-bf05-efeadff6f370\", \"ea715b84-ee1c-45af-b756-50594e4e2e32\", \"b2b62744-a97d-48c9-850e-66b4758760b5\", \"83ba29b9-c4c6-4be6-92dc-3718353d1ba4\", \"19e88cd1-a5ab-4d5d-afcd-d1973be0580b\", \"5314c19f-dcf0-4fa8-babf-6007ccea943f\", \"704e5f34-7ab6-4ded-b905-5020dda1da5a\", \"d381648e-a34d-47f6-95af-fd96f620ac71\"], \"total_duration\": 2000.0, \"total_sessions\": 11, \"mean_week_duration\": 10.256}, \"45533\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-12 04:42:38.000000+00:00\", \"2023-04-17 06:57:53.000000+00:00\", \"2022-04-01 00:18:23.000000+00:00\", \"2022-03-26 16:23:17.000000+00:00\", \"2022-12-09 09:32:24.000000+00:00\", \"2019-12-22 08:52:13.000000+00:00\", \"2020-12-09 22:33:45.000000+00:00\", \"2019-08-17 15:43:46.000000+00:00\", \"2023-06-13 02:26:22.000000+00:00\", \"2022-05-31 18:21:34.000000+00:00\"], \"session_ids\": [\"025991aa-411a-4383-9e44-d3d935ae6423\", \"e9e18e17-de78-45cd-9444-3008c649d024\", \"c966d9f4-2860-43a0-b7d9-1e12b599ff8a\", \"284ced25-9267-4618-a002-99fab82f398e\", \"ca9ccdda-685f-45f2-bf20-62c9e7ca912f\", \"2e4becc6-afe5-49e2-aed5-e833dac5d351\", \"18aa5768-c95d-4bba-ab5c-8c7bb8f3330d\", \"7be50aed-25e9-4f02-b18b-f2f9b59ce45a\", \"8e84be0b-cc5e-475f-8865-75089c65ed3b\", \"67a6ef52-597b-477a-9d84-f7a72160689a\"], \"total_duration\": 2829.0, \"total_sessions\": 10, \"mean_week_duration\": 14.145}, \"46439\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-02-23 00:05:19.000000+00:00\", \"2019-05-18 00:48:55.000000+00:00\"], \"session_ids\": [\"12c0ee73-dcfc-42a1-bfee-9deec92669e6\", \"38fd4bf5-1dba-4e3f-b2ed-9f85649344ce\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 2.417}, \"6458\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-06-30 08:00:39.000000+00:00\", \"2022-11-25 11:10:08.000000+00:00\"], \"session_ids\": [\"6f9283d4-d1d7-4cea-8821-ab073217ff9e\", \"0808cdbb-6744-4a03-8362-a7b7fcc4fcb5\"], \"total_duration\": 457.0, \"total_sessions\": 2, \"mean_week_duration\": 2.567}, \"15480\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-05-02 12:30:42.000000+00:00\", \"2022-12-11 21:10:38.000000+00:00\", \"2021-05-13 23:02:07.000000+00:00\"], \"session_ids\": [\"2fcf77b4-41e3-4a14-9edf-66a7a0148821\", \"a6a914a9-712f-457c-9f14-27e8a9b0829c\", \"948df410-8e5d-4cb8-9078-5ca742d96ace\"], \"total_duration\": 788.0, \"total_sessions\": 3, \"mean_week_duration\": 5.752}}\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[{\"45533\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-12 04:42:38.000000+00:00\", \"2023-04-17 06:57:53.000000+00:00\", \"2022-04-01 00:18:23.000000+00:00\", \"2022-03-26 16:23:17.000000+00:00\", \"2022-12-09 09:32:24.000000+00:00\", \"2019-12-22 08:52:13.000000+00:00\", \"2020-12-09 22:33:45.000000+00:00\", \"2019-08-17 15:43:46.000000+00:00\", \"2023-06-13 02:26:22.000000+00:00\", \"2022-05-31 18:21:34.000000+00:00\"], \"session_ids\": [\"025991aa-411a-4383-9e44-d3d935ae6423\", \"e9e18e17-de78-45cd-9444-3008c649d024\", \"c966d9f4-2860-43a0-b7d9-1e12b599ff8a\", \"284ced25-9267-4618-a002-99fab82f398e\", \"ca9ccdda-685f-45f2-bf20-62c9e7ca912f\", \"2e4becc6-afe5-49e2-aed5-e833dac5d351\", \"18aa5768-c95d-4bba-ab5c-8c7bb8f3330d\", \"7be50aed-25e9-4f02-b18b-f2f9b59ce45a\", \"8e84be0b-cc5e-475f-8865-75089c65ed3b\", \"67a6ef52-597b-477a-9d84-f7a72160689a\"], \"total_duration\": 2829.0, \"total_sessions\": 10, \"mean_week_duration\": 14.145}}, {\"83258\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-03-01 22:12:02.000000+00:00\", \"2019-08-24 12:10:05.000000+00:00\", \"2019-06-30 18:56:59.000000+00:00\", \"2022-02-06 18:06:46.000000+00:00\", \"2019-06-10 00:30:30.000000+00:00\", \"2020-03-24 15:18:30.000000+00:00\", \"2020-12-08 21:31:35.000000+00:00\", \"2020-09-22 04:34:05.000000+00:00\", \"2020-08-04 00:47:08.000000+00:00\", \"2020-09-19 17:46:31.000000+00:00\", \"2019-09-05 01:32:09.000000+00:00\"], \"session_ids\": [\"16fa4589-e58d-4640-b05e-d46327225a0c\", \"0ff4d752-ba76-4f4a-9cbf-6167ac2c9762\", \"562beb69-981b-470d-8155-6c2440e36a7e\", \"c8c438e7-a09b-471d-bf05-efeadff6f370\", \"ea715b84-ee1c-45af-b756-50594e4e2e32\", \"b2b62744-a97d-48c9-850e-66b4758760b5\", \"83ba29b9-c4c6-4be6-92dc-3718353d1ba4\", \"19e88cd1-a5ab-4d5d-afcd-d1973be0580b\", \"5314c19f-dcf0-4fa8-babf-6007ccea943f\", \"704e5f34-7ab6-4ded-b905-5020dda1da5a\", \"d381648e-a34d-47f6-95af-fd96f620ac71\"], \"total_duration\": 2000.0, \"total_sessions\": 11, \"mean_week_duration\": 10.256}}, {\"15480\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-05-02 12:30:42.000000+00:00\", \"2022-12-11 21:10:38.000000+00:00\", \"2021-05-13 23:02:07.000000+00:00\"], \"session_ids\": [\"2fcf77b4-41e3-4a14-9edf-66a7a0148821\", \"a6a914a9-712f-457c-9f14-27e8a9b0829c\", \"948df410-8e5d-4cb8-9078-5ca742d96ace\"], \"total_duration\": 788.0, \"total_sessions\": 3, \"mean_week_duration\": 5.752}}, {\"6458\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-06-30 08:00:39.000000+00:00\", \"2022-11-25 11:10:08.000000+00:00\"], \"session_ids\": [\"6f9283d4-d1d7-4cea-8821-ab073217ff9e\", \"0808cdbb-6744-4a03-8362-a7b7fcc4fcb5\"], \"total_duration\": 457.0, \"total_sessions\": 2, \"mean_week_duration\": 2.567}}, {\"15620\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-09-08 04:22:56.000000+00:00\", \"2023-05-17 13:20:07.000000+00:00\"], \"session_ids\": [\"290cb035-1330-4fad-9db3-55ecb2538e77\", \"d49c051b-1cd7-44b0-9146-8b12f226a8aa\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 3.057}}, {\"38998\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-02-24 17:53:08.000000+00:00\", \"2020-10-04 03:07:32.000000+00:00\"], \"session_ids\": [\"4a7970fa-3e17-4201-bf49-632a879a0973\", \"e77d7bb8-3abf-436b-8776-2b225c34c930\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 6.048}}, {\"46439\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-02-23 00:05:19.000000+00:00\", \"2019-05-18 00:48:55.000000+00:00\"], \"session_ids\": [\"12c0ee73-dcfc-42a1-bfee-9deec92669e6\", \"38fd4bf5-1dba-4e3f-b2ed-9f85649344ce\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 2.417}}]\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[{\"45533\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-12 04:42:38.000000+00:00\", \"2023-04-17 06:57:53.000000+00:00\", \"2022-04-01 00:18:23.000000+00:00\", \"2022-03-26 16:23:17.000000+00:00\", \"2022-12-09 09:32:24.000000+00:00\", \"2019-12-22 08:52:13.000000+00:00\", \"2020-12-09 22:33:45.000000+00:00\", \"2019-08-17 15:43:46.000000+00:00\", \"2023-06-13 02:26:22.000000+00:00\", \"2022-05-31 18:21:34.000000+00:00\"], \"session_ids\": [\"025991aa-411a-4383-9e44-d3d935ae6423\", \"e9e18e17-de78-45cd-9444-3008c649d024\", \"c966d9f4-2860-43a0-b7d9-1e12b599ff8a\", \"284ced25-9267-4618-a002-99fab82f398e\", \"ca9ccdda-685f-45f2-bf20-62c9e7ca912f\", \"2e4becc6-afe5-49e2-aed5-e833dac5d351\", \"18aa5768-c95d-4bba-ab5c-8c7bb8f3330d\", \"7be50aed-25e9-4f02-b18b-f2f9b59ce45a\", \"8e84be0b-cc5e-475f-8865-75089c65ed3b\", \"67a6ef52-597b-477a-9d84-f7a72160689a\"], \"total_duration\": 2829.0, \"total_sessions\": 10, \"mean_week_duration\": 14.145}}]\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[{\"45533\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-12 04:42:38.000000+00:00\", \"2023-04-17 06:57:53.000000+00:00\", \"2022-04-01 00:18:23.000000+00:00\", \"2022-03-26 16:23:17.000000+00:00\", \"2022-12-09 09:32:24.000000+00:00\", \"2019-12-22 08:52:13.000000+00:00\", \"2020-12-09 22:33:45.000000+00:00\", \"2019-08-17 15:43:46.000000+00:00\", \"2023-06-13 02:26:22.000000+00:00\", \"2022-05-31 18:21:34.000000+00:00\"], \"session_ids\": [\"025991aa-411a-4383-9e44-d3d935ae6423\", \"e9e18e17-de78-45cd-9444-3008c649d024\", \"c966d9f4-2860-43a0-b7d9-1e12b599ff8a\", \"284ced25-9267-4618-a002-99fab82f398e\", \"ca9ccdda-685f-45f2-bf20-62c9e7ca912f\", \"2e4becc6-afe5-49e2-aed5-e833dac5d351\", \"18aa5768-c95d-4bba-ab5c-8c7bb8f3330d\", \"7be50aed-25e9-4f02-b18b-f2f9b59ce45a\", \"8e84be0b-cc5e-475f-8865-75089c65ed3b\", \"67a6ef52-597b-477a-9d84-f7a72160689a\"], \"total_duration\": 2829.0, \"total_sessions\": 10, \"mean_week_duration\": 14.145}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about 6 users who have total time using the app larger than 2198 inclusive as well as do sorting by city name in asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"12046\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-05-17 03:33:12.000000+00:00\", \"2019-02-15 21:22:45.000000+00:00\"], \"session_ids\": [\"7ea04e54-659d-464e-9364-a1e713975b33\", \"c649c39a-c369-4d7c-acaf-c568d6cad4cb\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 1.231}, \"98424\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-09 08:05:59.000000+00:00\", \"2019-05-12 07:01:22.000000+00:00\", \"2019-10-10 08:55:51.000000+00:00\"], \"session_ids\": [\"24fa9471-671c-48eb-87ab-16cbce60a979\", \"e066612a-5ef4-43fb-9a08-07943472d836\", \"ef6d3c1c-0b8c-4e42-9488-038813cd9e18\"], \"total_duration\": 210.0, \"total_sessions\": 3, \"mean_week_duration\": 3.684}, \"31447\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-04-04 10:06:42.000000+00:00\", \"2020-07-05 16:34:53.000000+00:00\", \"2019-07-27 11:52:13.000000+00:00\", \"2023-04-26 12:27:44.000000+00:00\", \"2019-01-30 00:22:34.000000+00:00\", \"2022-02-26 00:43:14.000000+00:00\"], \"session_ids\": [\"f9a5ea93-b5cc-47ad-acfb-60199ce6d402\", \"6cd1e469-699c-48c6-b755-15afb8c70ddf\", \"c93f8e52-f773-452b-ae6b-f25ab888825d\", \"15073753-a8dd-4fec-9578-901adb4c847c\", \"146e061f-0c8c-4fe0-9178-dc398dcc8760\", \"ad69b63f-2e53-4814-9329-6d3f6d9397e2\"], \"total_duration\": 178.0, \"total_sessions\": 6, \"mean_week_duration\": 0.805}, \"10706\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-01-29 18:33:15.000000+00:00\", \"2020-06-17 09:11:19.000000+00:00\", \"2020-03-27 09:09:58.000000+00:00\"], \"session_ids\": [\"f02f1a31-e4c3-41bc-90c4-510985fc22eb\", \"8a361171-842a-4041-9cf8-c02cbde7e2d6\", \"84f69d47-1b0a-4f03-b56a-bc3b659267ef\"], \"total_duration\": 738.0, \"total_sessions\": 3, \"mean_week_duration\": 7.608}, \"56430\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-09-18 22:25:58.000000+00:00\", \"2022-05-14 06:15:59.000000+00:00\"], \"session_ids\": [\"41cf988b-6178-4961-bb3a-5c835c1b96e2\", \"88502d7d-96ed-4e89-a125-6d1484fff450\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.5}, \"14336\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-01-06 07:49:00.000000+00:00\", \"2020-03-20 23:07:10.000000+00:00\"], \"session_ids\": [\"ad8118ee-ed65-4c46-af33-4f78a18c1783\", \"cb697ff5-b937-426a-bc43-da2a006d201d\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 1.245}, \"64649\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-03-09 14:17:16.000000+00:00\", \"2021-09-10 03:38:25.000000+00:00\"], \"session_ids\": [\"142d9d91-5d68-431e-98bc-8fe15deed1d6\", \"17c58a84-f32c-408b-ba7b-3abdbd0f6d95\"], \"total_duration\": 467.0, \"total_sessions\": 2, \"mean_week_duration\": 17.962}, \"98485\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-04-04 02:54:56.000000+00:00\", \"2022-01-20 08:44:56.000000+00:00\", \"2023-05-01 11:24:43.000000+00:00\", \"2020-02-06 10:11:08.000000+00:00\", \"2021-01-21 05:06:20.000000+00:00\", \"2021-03-20 10:01:42.000000+00:00\", \"2019-01-30 10:48:17.000000+00:00\"], \"session_ids\": [\"10a55faa-d3b1-423a-8abb-b812155e0d15\", \"64bbe781-eeda-4b7a-80b7-14b69cf07eb1\", \"3556ea9f-85bf-4cae-b572-f460182ec6ad\", \"9484f3ff-5995-481b-9174-5c47639216c2\", \"a6932d05-7833-49d0-b26b-9490b8eb1ee1\", \"a735057b-2940-478d-a253-5d0ed044b049\", \"5243a0eb-b217-46d4-95f1-c7c2ca63c072\"], \"total_duration\": 10684.0, \"total_sessions\": 7, \"mean_week_duration\": 48.126}, \"59235\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-09-26 06:07:16.000000+00:00\", \"2021-02-15 15:32:15.000000+00:00\"], \"session_ids\": [\"186278d5-4c00-4425-b454-c9c08844a843\", \"f14728b3-d45d-41ed-9568-272fc9727478\"], \"total_duration\": 307.0, \"total_sessions\": 2, \"mean_week_duration\": 3.655}, \"55642\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-19 09:53:45.000000+00:00\", \"2021-06-19 06:24:40.000000+00:00\"], \"session_ids\": [\"1fe9eb5f-8306-4cfd-a6a6-f4c04812e8db\", \"b85b7486-5efb-46f4-8fb8-4768fda8abe1\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.273}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or greater than 2198"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\"]]}, \"all_values\": {\"total_duration\": [[2198, 4614]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"98485\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-04-04 02:54:56.000000+00:00\", \"2022-01-20 08:44:56.000000+00:00\", \"2023-05-01 11:24:43.000000+00:00\", \"2020-02-06 10:11:08.000000+00:00\", \"2021-01-21 05:06:20.000000+00:00\", \"2021-03-20 10:01:42.000000+00:00\", \"2019-01-30 10:48:17.000000+00:00\"], \"session_ids\": [\"10a55faa-d3b1-423a-8abb-b812155e0d15\", \"64bbe781-eeda-4b7a-80b7-14b69cf07eb1\", \"3556ea9f-85bf-4cae-b572-f460182ec6ad\", \"9484f3ff-5995-481b-9174-5c47639216c2\", \"a6932d05-7833-49d0-b26b-9490b8eb1ee1\", \"a735057b-2940-478d-a253-5d0ed044b049\", \"5243a0eb-b217-46d4-95f1-c7c2ca63c072\"], \"total_duration\": 10684.0, \"total_sessions\": 7, \"mean_week_duration\": 48.126}}\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[{\"98485\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-04-04 02:54:56.000000+00:00\", \"2022-01-20 08:44:56.000000+00:00\", \"2023-05-01 11:24:43.000000+00:00\", \"2020-02-06 10:11:08.000000+00:00\", \"2021-01-21 05:06:20.000000+00:00\", \"2021-03-20 10:01:42.000000+00:00\", \"2019-01-30 10:48:17.000000+00:00\"], \"session_ids\": [\"10a55faa-d3b1-423a-8abb-b812155e0d15\", \"64bbe781-eeda-4b7a-80b7-14b69cf07eb1\", \"3556ea9f-85bf-4cae-b572-f460182ec6ad\", \"9484f3ff-5995-481b-9174-5c47639216c2\", \"a6932d05-7833-49d0-b26b-9490b8eb1ee1\", \"a735057b-2940-478d-a253-5d0ed044b049\", \"5243a0eb-b217-46d4-95f1-c7c2ca63c072\"], \"total_duration\": 10684.0, \"total_sessions\": 7, \"mean_week_duration\": 48.126}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 6 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"98485\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-04-04 02:54:56.000000+00:00\", \"2022-01-20 08:44:56.000000+00:00\", \"2023-05-01 11:24:43.000000+00:00\", \"2020-02-06 10:11:08.000000+00:00\", \"2021-01-21 05:06:20.000000+00:00\", \"2021-03-20 10:01:42.000000+00:00\", \"2019-01-30 10:48:17.000000+00:00\"], \"session_ids\": [\"10a55faa-d3b1-423a-8abb-b812155e0d15\", \"64bbe781-eeda-4b7a-80b7-14b69cf07eb1\", \"3556ea9f-85bf-4cae-b572-f460182ec6ad\", \"9484f3ff-5995-481b-9174-5c47639216c2\", \"a6932d05-7833-49d0-b26b-9490b8eb1ee1\", \"a735057b-2940-478d-a253-5d0ed044b049\", \"5243a0eb-b217-46d4-95f1-c7c2ca63c072\"], \"total_duration\": 10684.0, \"total_sessions\": 7, \"mean_week_duration\": 48.126}}]\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[{\"98485\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-04-04 02:54:56.000000+00:00\", \"2022-01-20 08:44:56.000000+00:00\", \"2023-05-01 11:24:43.000000+00:00\", \"2020-02-06 10:11:08.000000+00:00\", \"2021-01-21 05:06:20.000000+00:00\", \"2021-03-20 10:01:42.000000+00:00\", \"2019-01-30 10:48:17.000000+00:00\"], \"session_ids\": [\"10a55faa-d3b1-423a-8abb-b812155e0d15\", \"64bbe781-eeda-4b7a-80b7-14b69cf07eb1\", \"3556ea9f-85bf-4cae-b572-f460182ec6ad\", \"9484f3ff-5995-481b-9174-5c47639216c2\", \"a6932d05-7833-49d0-b26b-9490b8eb1ee1\", \"a735057b-2940-478d-a253-5d0ed044b049\", \"5243a0eb-b217-46d4-95f1-c7c2ca63c072\"], \"total_duration\": 10684.0, \"total_sessions\": 7, \"mean_week_duration\": 48.126}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding users who are users with lowest total duration as well as execute sorting by sum of duration of sessions per week in 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{\"64471\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-10-31 22:09:49.000000+00:00\", \"2022-05-01 20:10:23.000000+00:00\", \"2019-12-12 02:44:35.000000+00:00\", \"2019-06-22 01:38:57.000000+00:00\", \"2021-02-20 05:33:20.000000+00:00\", \"2021-09-17 13:08:12.000000+00:00\", \"2023-03-26 18:48:52.000000+00:00\"], \"session_ids\": [\"95507e16-5067-4b83-9bdc-6dff3426bcfa\", \"0b63e344-1795-44af-b40c-847d4639b588\", \"6d9c9456-c8d5-411c-93ec-c24fb4017f2b\", \"9c8daead-14e1-43ea-af2c-6fd7e527bf6e\", \"3e7a70ab-a309-496d-aa2c-668eaf374fc7\", \"12e804e4-4f3c-44ec-a54f-d925e51053e8\", \"23ab963b-2425-4841-a580-4ae41f7ebeee\"], \"total_duration\": 80.0, \"total_sessions\": 7, \"mean_week_duration\": 0.406}, \"67848\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-03-13 00:05:33.000000+00:00\", \"2022-03-12 02:56:50.000000+00:00\", \"2021-11-16 21:39:22.000000+00:00\", \"2020-01-26 11:14:35.000000+00:00\", \"2019-02-11 01:09:29.000000+00:00\", \"2021-11-22 16:45:31.000000+00:00\", \"2023-06-06 18:55:19.000000+00:00\", \"2022-06-26 22:22:21.000000+00:00\"], \"session_ids\": [\"437a04ce-0eb2-41be-8e90-f17d9833d497\", \"77ce03d8-90cf-435b-9529-42ea1d08e406\", \"b1b3d645-cc37-4cb7-b391-c3338866ad43\", \"03393529-4943-4452-a7fa-0666a2e334d6\", \"781f436e-b369-4751-85d9-0db2d50d7954\", \"f3c311f1-3b57-4718-b7ba-1c02e798e35e\", \"7b9effbb-5b81-4d7c-af2a-0df21cf23156\", \"b1c60136-5a45-4eb3-aee0-f519c38ad796\"], \"total_duration\": 3677.0, \"total_sessions\": 8, \"mean_week_duration\": 16.27}, \"23547\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-04-11 07:02:09.000000+00:00\", \"2021-10-16 02:41:04.000000+00:00\"], \"session_ids\": [\"c7042762-8f34-44b6-8799-4f9227d87b57\", \"a88fca1b-038d-48ed-8ffe-a3cdf82f0ada\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 13.481}, \"58364\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-11-11 14:54:29.000000+00:00\", \"2022-03-17 18:42:58.000000+00:00\"], \"session_ids\": [\"153d96dc-8873-4151-a95c-ced436800500\", \"d6b4a400-ee85-486a-8dc1-620ed4317090\"], \"total_duration\": 403.0, \"total_sessions\": 2, \"mean_week_duration\": 22.389}, \"60730\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-04-21 04:14:41.000000+00:00\", \"2020-04-26 20:38:12.000000+00:00\"], \"session_ids\": [\"7e1fe127-da22-4e56-b237-d5536830a8a4\", \"bdcd025c-a1b4-458d-ae1d-9987bc1666db\"], \"total_duration\": 197.0, \"total_sessions\": 2, \"mean_week_duration\": 3.717}, \"78817\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5}, \"city_name\": \"Dubai\", \"datetimes\": [\"2020-07-18 13:57:42.000000+00:00\", \"2021-06-24 14:29:53.000000+00:00\"], \"session_ids\": [\"74210e72-0bc2-4d29-ae28-3201c7c1407e\", \"c18cbcd2-0088-497a-8277-3f45f4535cf7\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 3.408}, \"89191\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-02-08 11:12:05.000000+00:00\", \"2020-09-19 03:11:04.000000+00:00\", \"2020-06-22 15:14:10.000000+00:00\", \"2019-12-19 07:50:34.000000+00:00\"], \"session_ids\": [\"fdba2767-c3ba-4c99-89cc-357ac516492b\", \"80b12459-1ab5-4bc8-9766-331d448c8618\", \"d4909bf9-75dc-4ee2-a1f9-4d6c945f42f2\", \"4e52a37c-8e5e-4600-977c-f46b8b4ca43b\"], \"total_duration\": 1333.0, \"total_sessions\": 4, \"mean_week_duration\": 33.325}, \"58561\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-03-07 03:02:29.000000+00:00\", \"2019-12-03 03:23:53.000000+00:00\", \"2022-10-23 20:23:41.000000+00:00\"], \"session_ids\": [\"94ba4b1b-73c7-45d1-81ae-89c171c5c0cd\", \"bc7bf750-200f-4de1-a481-5ee75414229f\", \"7be55434-fa09-4fbc-86d7-cc40dc94c22b\"], \"total_duration\": 310.0, \"total_sessions\": 3, \"mean_week_duration\": 2.053}, \"75022\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-09-14 12:14:39.000000+00:00\", \"2019-08-04 19:08:17.000000+00:00\"], \"session_ids\": [\"2b386c8b-3bfe-4f0f-9c66-da45d488cd02\", \"7ee0e728-4226-42d6-bfa4-913c6243e19f\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 0.928}, \"93208\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-03-24 05:45:28.000000+00:00\", \"2023-04-15 09:28:55.000000+00:00\", \"2021-12-03 02:30:54.000000+00:00\", \"2019-02-28 16:47:10.000000+00:00\", \"2019-05-26 06:36:12.000000+00:00\"], \"session_ids\": [\"fd74d804-b8d9-4875-b0ec-5a5b947c2b4e\", \"49adc609-f04a-47ab-9c00-eecfd527c197\", \"e5d71125-e5dd-4593-9fab-d90f33a0098f\", \"a179827f-f560-454e-a890-3fd47dd44517\", \"c7d90f93-870a-4fdf-9dc6-936895d307aa\"], \"total_duration\": 408.0, \"total_sessions\": 5, \"mean_week_duration\": 1.889}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the lowest total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": false, \"quant_to_remain\": -1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"64471\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-10-31 22:09:49.000000+00:00\", \"2022-05-01 20:10:23.000000+00:00\", \"2019-12-12 02:44:35.000000+00:00\", \"2019-06-22 01:38:57.000000+00:00\", \"2021-02-20 05:33:20.000000+00:00\", \"2021-09-17 13:08:12.000000+00:00\", \"2023-03-26 18:48:52.000000+00:00\"], \"session_ids\": [\"95507e16-5067-4b83-9bdc-6dff3426bcfa\", \"0b63e344-1795-44af-b40c-847d4639b588\", \"6d9c9456-c8d5-411c-93ec-c24fb4017f2b\", \"9c8daead-14e1-43ea-af2c-6fd7e527bf6e\", \"3e7a70ab-a309-496d-aa2c-668eaf374fc7\", \"12e804e4-4f3c-44ec-a54f-d925e51053e8\", \"23ab963b-2425-4841-a580-4ae41f7ebeee\"], \"total_duration\": 80.0, \"total_sessions\": 7, \"mean_week_duration\": 0.406}}, {\"75022\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-09-14 12:14:39.000000+00:00\", \"2019-08-04 19:08:17.000000+00:00\"], \"session_ids\": [\"2b386c8b-3bfe-4f0f-9c66-da45d488cd02\", \"7ee0e728-4226-42d6-bfa4-913c6243e19f\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 0.928}}, {\"78817\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5}, \"city_name\": \"Dubai\", \"datetimes\": [\"2020-07-18 13:57:42.000000+00:00\", \"2021-06-24 14:29:53.000000+00:00\"], \"session_ids\": [\"74210e72-0bc2-4d29-ae28-3201c7c1407e\", \"c18cbcd2-0088-497a-8277-3f45f4535cf7\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 3.408}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"64471\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-10-31 22:09:49.000000+00:00\", \"2022-05-01 20:10:23.000000+00:00\", \"2019-12-12 02:44:35.000000+00:00\", \"2019-06-22 01:38:57.000000+00:00\", \"2021-02-20 05:33:20.000000+00:00\", \"2021-09-17 13:08:12.000000+00:00\", \"2023-03-26 18:48:52.000000+00:00\"], \"session_ids\": [\"95507e16-5067-4b83-9bdc-6dff3426bcfa\", \"0b63e344-1795-44af-b40c-847d4639b588\", \"6d9c9456-c8d5-411c-93ec-c24fb4017f2b\", \"9c8daead-14e1-43ea-af2c-6fd7e527bf6e\", \"3e7a70ab-a309-496d-aa2c-668eaf374fc7\", \"12e804e4-4f3c-44ec-a54f-d925e51053e8\", \"23ab963b-2425-4841-a580-4ae41f7ebeee\"], \"total_duration\": 80.0, \"total_sessions\": 7, \"mean_week_duration\": 0.406}}, {\"75022\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-09-14 12:14:39.000000+00:00\", \"2019-08-04 19:08:17.000000+00:00\"], \"session_ids\": [\"2b386c8b-3bfe-4f0f-9c66-da45d488cd02\", \"7ee0e728-4226-42d6-bfa4-913c6243e19f\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 0.928}}, {\"78817\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5}, \"city_name\": \"Dubai\", \"datetimes\": [\"2020-07-18 13:57:42.000000+00:00\", \"2021-06-24 14:29:53.000000+00:00\"], \"session_ids\": [\"74210e72-0bc2-4d29-ae28-3201c7c1407e\", \"c18cbcd2-0088-497a-8277-3f45f4535cf7\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 3.408}}]\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[{\"64471\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-10-31 22:09:49.000000+00:00\", \"2022-05-01 20:10:23.000000+00:00\", \"2019-12-12 02:44:35.000000+00:00\", \"2019-06-22 01:38:57.000000+00:00\", \"2021-02-20 05:33:20.000000+00:00\", \"2021-09-17 13:08:12.000000+00:00\", \"2023-03-26 18:48:52.000000+00:00\"], \"session_ids\": [\"95507e16-5067-4b83-9bdc-6dff3426bcfa\", \"0b63e344-1795-44af-b40c-847d4639b588\", \"6d9c9456-c8d5-411c-93ec-c24fb4017f2b\", \"9c8daead-14e1-43ea-af2c-6fd7e527bf6e\", \"3e7a70ab-a309-496d-aa2c-668eaf374fc7\", \"12e804e4-4f3c-44ec-a54f-d925e51053e8\", \"23ab963b-2425-4841-a580-4ae41f7ebeee\"], \"total_duration\": 80.0, \"total_sessions\": 7, \"mean_week_duration\": 0.406}}, {\"75022\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-09-14 12:14:39.000000+00:00\", \"2019-08-04 19:08:17.000000+00:00\"], \"session_ids\": [\"2b386c8b-3bfe-4f0f-9c66-da45d488cd02\", \"7ee0e728-4226-42d6-bfa4-913c6243e19f\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 0.928}}, {\"78817\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5}, \"city_name\": \"Dubai\", \"datetimes\": [\"2020-07-18 13:57:42.000000+00:00\", \"2021-06-24 14:29:53.000000+00:00\"], \"session_ids\": [\"74210e72-0bc2-4d29-ae28-3201c7c1407e\", \"c18cbcd2-0088-497a-8277-3f45f4535cf7\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 3.408}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about 7 users who aren't inhabitants of city London also carry out sorting by all sessions quantity from the smallest to the largest."
}
] |
[
{
"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{\"77570\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-06-19 23:05:31.000000+00:00\", \"2023-03-25 21:49:45.000000+00:00\"], \"session_ids\": [\"8eacbd68-1b4d-454e-abc2-6ae790120c31\", \"2ba0632b-9eaf-42dd-a431-55ed545f6d8c\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 2.462}, \"61860\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-06-09 11:21:21.000000+00:00\", \"2020-04-23 03:51:39.000000+00:00\", \"2020-12-27 01:27:26.000000+00:00\"], \"session_ids\": [\"9cd72597-e0a3-466e-9194-bed9ae68a0c5\", \"1b25c4f9-a52d-4c93-906e-5b5a057850c5\", \"009c6415-b8ba-49ce-aaa3-ad607430a0d1\"], \"total_duration\": 106.0, \"total_sessions\": 3, \"mean_week_duration\": 0.646}, \"55127\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-09-02 18:52:57.000000+00:00\", \"2020-01-23 16:50:37.000000+00:00\"], \"session_ids\": [\"7d31c4e0-5062-4b42-83e3-f96d382708fc\", \"e56ec953-56fb-4890-b2fb-860aaa8eb439\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 2.5}, \"3510\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-02-27 20:52:53.000000+00:00\", \"2021-12-03 00:34:19.000000+00:00\", \"2021-02-17 03:01:08.000000+00:00\"], \"session_ids\": [\"3a14e5c1-17b3-4d59-956b-244b1d78f5eb\", \"cb67cb68-61e2-42b4-b9d0-0b5c75244fe2\", \"2fd00bb6-c383-4347-af66-5f45ba25ff09\"], \"total_duration\": 48.0, \"total_sessions\": 3, \"mean_week_duration\": 0.453}, \"20131\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-02-18 16:17:49.000000+00:00\", \"2022-07-25 01:57:19.000000+00:00\", \"2022-06-24 22:52:55.000000+00:00\", \"2022-04-06 16:26:22.000000+00:00\", \"2019-02-08 18:53:30.000000+00:00\"], \"session_ids\": [\"ac5eebc6-de20-4f5a-b094-92006b74127b\", \"e46a6de5-6b18-47c0-b404-e1c939133632\", \"bc187105-3b0f-4818-8799-a7b1c84ed53e\", \"694e6f0f-510c-4346-a20e-301178a28ea7\", \"db18add1-37c8-40d5-85cf-70c7add9aebc\"], \"total_duration\": 327.0, \"total_sessions\": 5, \"mean_week_duration\": 1.807}, \"57051\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 5}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-06-21 20:23:47.000000+00:00\", \"2021-05-31 13:42:14.000000+00:00\"], \"session_ids\": [\"b0e5e359-2f6e-4605-bd08-b81737c90fed\", \"aaf71f01-3836-4770-b5fd-b99f3560948c\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 1.179}, \"41015\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-08-06 02:27:41.000000+00:00\", \"2022-05-30 13:32:30.000000+00:00\"], \"session_ids\": [\"8bfb3108-6e4a-46ec-8ccb-d755f41ba6e3\", \"193c33ad-5874-4c6a-84a7-df652bca0f41\"], \"total_duration\": 266.0, \"total_sessions\": 2, \"mean_week_duration\": 26.6}, \"4298\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-08-28 21:41:25.000000+00:00\", \"2020-09-27 03:46:06.000000+00:00\"], \"session_ids\": [\"25d8c325-15ac-4943-99c3-bc24e4402ec9\", \"ee6735c5-b431-4bfc-8229-5aa0e7f4f00b\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 2.5}, \"44031\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-10-16 06:49:37.000000+00:00\", \"2021-05-07 02:20:51.000000+00:00\", \"2019-10-28 01:01:25.000000+00:00\", \"2020-03-20 00:22:39.000000+00:00\", \"2020-07-30 08:57:14.000000+00:00\", \"2019-08-25 13:38:17.000000+00:00\", \"2023-03-15 01:27:01.000000+00:00\", \"2020-07-05 13:12:28.000000+00:00\", \"2022-07-05 21:21:10.000000+00:00\", \"2019-09-20 19:04:58.000000+00:00\", \"2020-01-24 16:53:20.000000+00:00\"], \"session_ids\": [\"41612266-693c-4d6e-85cf-9d9b23166926\", \"885451f8-f1a9-4ca2-a110-17b2e6ecdea7\", \"5ffdae1a-9a66-4c3f-8a80-6d463cf7f800\", \"e7c6d484-1470-4f94-b0bd-138a141dea23\", \"26e93980-b943-4103-a8b4-df0a3ab08815\", \"933b8a9b-58b2-4101-8214-5a1c9f4fe576\", \"37973222-9a8f-428c-b7e6-56d998c94463\", \"531007ee-7f31-4168-baa7-3852eab06b17\", \"4706d3d1-df06-44ad-914b-b726a7f0a730\", \"e8ca4a3d-6599-490d-9aaf-5ca95d492898\", \"14b2f9a5-84c4-4c04-8d1a-314835f305c1\"], \"total_duration\": 8197.0, \"total_sessions\": 11, \"mean_week_duration\": 44.07}, \"41157\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-26 06:14:39.000000+00:00\", \"2019-10-13 04:25:50.000000+00:00\", \"2022-03-06 04:17:24.000000+00:00\"], \"session_ids\": [\"9fe3d71e-58b3-43df-b776-17a79e19de1c\", \"4e363a5d-ff85-4907-8ef7-2a1808d1cfc5\", \"16b8e0e3-0934-40b0-9397-4aaaca709054\"], \"total_duration\": 164.0, \"total_sessions\": 3, \"mean_week_duration\": 1.312}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is not London"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"London\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"77570\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-06-19 23:05:31.000000+00:00\", \"2023-03-25 21:49:45.000000+00:00\"], \"session_ids\": [\"8eacbd68-1b4d-454e-abc2-6ae790120c31\", \"2ba0632b-9eaf-42dd-a431-55ed545f6d8c\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 2.462}, \"61860\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-06-09 11:21:21.000000+00:00\", \"2020-04-23 03:51:39.000000+00:00\", \"2020-12-27 01:27:26.000000+00:00\"], \"session_ids\": [\"9cd72597-e0a3-466e-9194-bed9ae68a0c5\", \"1b25c4f9-a52d-4c93-906e-5b5a057850c5\", \"009c6415-b8ba-49ce-aaa3-ad607430a0d1\"], \"total_duration\": 106.0, \"total_sessions\": 3, \"mean_week_duration\": 0.646}, \"55127\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-09-02 18:52:57.000000+00:00\", \"2020-01-23 16:50:37.000000+00:00\"], \"session_ids\": [\"7d31c4e0-5062-4b42-83e3-f96d382708fc\", \"e56ec953-56fb-4890-b2fb-860aaa8eb439\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 2.5}, \"3510\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-02-27 20:52:53.000000+00:00\", \"2021-12-03 00:34:19.000000+00:00\", \"2021-02-17 03:01:08.000000+00:00\"], \"session_ids\": [\"3a14e5c1-17b3-4d59-956b-244b1d78f5eb\", \"cb67cb68-61e2-42b4-b9d0-0b5c75244fe2\", \"2fd00bb6-c383-4347-af66-5f45ba25ff09\"], \"total_duration\": 48.0, \"total_sessions\": 3, \"mean_week_duration\": 0.453}, \"20131\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-02-18 16:17:49.000000+00:00\", \"2022-07-25 01:57:19.000000+00:00\", \"2022-06-24 22:52:55.000000+00:00\", \"2022-04-06 16:26:22.000000+00:00\", \"2019-02-08 18:53:30.000000+00:00\"], \"session_ids\": [\"ac5eebc6-de20-4f5a-b094-92006b74127b\", \"e46a6de5-6b18-47c0-b404-e1c939133632\", \"bc187105-3b0f-4818-8799-a7b1c84ed53e\", \"694e6f0f-510c-4346-a20e-301178a28ea7\", \"db18add1-37c8-40d5-85cf-70c7add9aebc\"], \"total_duration\": 327.0, \"total_sessions\": 5, \"mean_week_duration\": 1.807}, \"57051\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 5}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-06-21 20:23:47.000000+00:00\", \"2021-05-31 13:42:14.000000+00:00\"], \"session_ids\": [\"b0e5e359-2f6e-4605-bd08-b81737c90fed\", \"aaf71f01-3836-4770-b5fd-b99f3560948c\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 1.179}, \"41015\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-08-06 02:27:41.000000+00:00\", \"2022-05-30 13:32:30.000000+00:00\"], \"session_ids\": [\"8bfb3108-6e4a-46ec-8ccb-d755f41ba6e3\", \"193c33ad-5874-4c6a-84a7-df652bca0f41\"], \"total_duration\": 266.0, \"total_sessions\": 2, \"mean_week_duration\": 26.6}, \"4298\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-08-28 21:41:25.000000+00:00\", \"2020-09-27 03:46:06.000000+00:00\"], \"session_ids\": [\"25d8c325-15ac-4943-99c3-bc24e4402ec9\", \"ee6735c5-b431-4bfc-8229-5aa0e7f4f00b\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 2.5}, \"44031\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-10-16 06:49:37.000000+00:00\", \"2021-05-07 02:20:51.000000+00:00\", \"2019-10-28 01:01:25.000000+00:00\", \"2020-03-20 00:22:39.000000+00:00\", \"2020-07-30 08:57:14.000000+00:00\", \"2019-08-25 13:38:17.000000+00:00\", \"2023-03-15 01:27:01.000000+00:00\", \"2020-07-05 13:12:28.000000+00:00\", \"2022-07-05 21:21:10.000000+00:00\", \"2019-09-20 19:04:58.000000+00:00\", \"2020-01-24 16:53:20.000000+00:00\"], \"session_ids\": [\"41612266-693c-4d6e-85cf-9d9b23166926\", \"885451f8-f1a9-4ca2-a110-17b2e6ecdea7\", \"5ffdae1a-9a66-4c3f-8a80-6d463cf7f800\", \"e7c6d484-1470-4f94-b0bd-138a141dea23\", \"26e93980-b943-4103-a8b4-df0a3ab08815\", \"933b8a9b-58b2-4101-8214-5a1c9f4fe576\", \"37973222-9a8f-428c-b7e6-56d998c94463\", \"531007ee-7f31-4168-baa7-3852eab06b17\", \"4706d3d1-df06-44ad-914b-b726a7f0a730\", \"e8ca4a3d-6599-490d-9aaf-5ca95d492898\", \"14b2f9a5-84c4-4c04-8d1a-314835f305c1\"], \"total_duration\": 8197.0, \"total_sessions\": 11, \"mean_week_duration\": 44.07}, \"41157\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-26 06:14:39.000000+00:00\", \"2019-10-13 04:25:50.000000+00:00\", \"2022-03-06 04:17:24.000000+00:00\"], \"session_ids\": [\"9fe3d71e-58b3-43df-b776-17a79e19de1c\", \"4e363a5d-ff85-4907-8ef7-2a1808d1cfc5\", \"16b8e0e3-0934-40b0-9397-4aaaca709054\"], \"total_duration\": 164.0, \"total_sessions\": 3, \"mean_week_duration\": 1.312}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"77570\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-06-19 23:05:31.000000+00:00\", \"2023-03-25 21:49:45.000000+00:00\"], \"session_ids\": [\"8eacbd68-1b4d-454e-abc2-6ae790120c31\", \"2ba0632b-9eaf-42dd-a431-55ed545f6d8c\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 2.462}}, {\"55127\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-09-02 18:52:57.000000+00:00\", \"2020-01-23 16:50:37.000000+00:00\"], \"session_ids\": [\"7d31c4e0-5062-4b42-83e3-f96d382708fc\", \"e56ec953-56fb-4890-b2fb-860aaa8eb439\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 2.5}}, {\"57051\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 5}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-06-21 20:23:47.000000+00:00\", \"2021-05-31 13:42:14.000000+00:00\"], \"session_ids\": [\"b0e5e359-2f6e-4605-bd08-b81737c90fed\", \"aaf71f01-3836-4770-b5fd-b99f3560948c\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 1.179}}, {\"41015\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-08-06 02:27:41.000000+00:00\", \"2022-05-30 13:32:30.000000+00:00\"], \"session_ids\": [\"8bfb3108-6e4a-46ec-8ccb-d755f41ba6e3\", \"193c33ad-5874-4c6a-84a7-df652bca0f41\"], \"total_duration\": 266.0, \"total_sessions\": 2, \"mean_week_duration\": 26.6}}, {\"4298\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-08-28 21:41:25.000000+00:00\", \"2020-09-27 03:46:06.000000+00:00\"], \"session_ids\": [\"25d8c325-15ac-4943-99c3-bc24e4402ec9\", \"ee6735c5-b431-4bfc-8229-5aa0e7f4f00b\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 2.5}}, {\"61860\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-06-09 11:21:21.000000+00:00\", \"2020-04-23 03:51:39.000000+00:00\", \"2020-12-27 01:27:26.000000+00:00\"], \"session_ids\": [\"9cd72597-e0a3-466e-9194-bed9ae68a0c5\", \"1b25c4f9-a52d-4c93-906e-5b5a057850c5\", \"009c6415-b8ba-49ce-aaa3-ad607430a0d1\"], \"total_duration\": 106.0, \"total_sessions\": 3, \"mean_week_duration\": 0.646}}, {\"3510\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-02-27 20:52:53.000000+00:00\", \"2021-12-03 00:34:19.000000+00:00\", \"2021-02-17 03:01:08.000000+00:00\"], \"session_ids\": [\"3a14e5c1-17b3-4d59-956b-244b1d78f5eb\", \"cb67cb68-61e2-42b4-b9d0-0b5c75244fe2\", \"2fd00bb6-c383-4347-af66-5f45ba25ff09\"], \"total_duration\": 48.0, \"total_sessions\": 3, \"mean_week_duration\": 0.453}}, {\"41157\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-26 06:14:39.000000+00:00\", \"2019-10-13 04:25:50.000000+00:00\", \"2022-03-06 04:17:24.000000+00:00\"], \"session_ids\": [\"9fe3d71e-58b3-43df-b776-17a79e19de1c\", \"4e363a5d-ff85-4907-8ef7-2a1808d1cfc5\", \"16b8e0e3-0934-40b0-9397-4aaaca709054\"], \"total_duration\": 164.0, \"total_sessions\": 3, \"mean_week_duration\": 1.312}}, {\"20131\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-02-18 16:17:49.000000+00:00\", \"2022-07-25 01:57:19.000000+00:00\", \"2022-06-24 22:52:55.000000+00:00\", \"2022-04-06 16:26:22.000000+00:00\", \"2019-02-08 18:53:30.000000+00:00\"], \"session_ids\": [\"ac5eebc6-de20-4f5a-b094-92006b74127b\", \"e46a6de5-6b18-47c0-b404-e1c939133632\", \"bc187105-3b0f-4818-8799-a7b1c84ed53e\", \"694e6f0f-510c-4346-a20e-301178a28ea7\", \"db18add1-37c8-40d5-85cf-70c7add9aebc\"], \"total_duration\": 327.0, \"total_sessions\": 5, \"mean_week_duration\": 1.807}}, {\"44031\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-10-16 06:49:37.000000+00:00\", \"2021-05-07 02:20:51.000000+00:00\", \"2019-10-28 01:01:25.000000+00:00\", \"2020-03-20 00:22:39.000000+00:00\", \"2020-07-30 08:57:14.000000+00:00\", \"2019-08-25 13:38:17.000000+00:00\", \"2023-03-15 01:27:01.000000+00:00\", \"2020-07-05 13:12:28.000000+00:00\", \"2022-07-05 21:21:10.000000+00:00\", \"2019-09-20 19:04:58.000000+00:00\", \"2020-01-24 16:53:20.000000+00:00\"], \"session_ids\": [\"41612266-693c-4d6e-85cf-9d9b23166926\", \"885451f8-f1a9-4ca2-a110-17b2e6ecdea7\", \"5ffdae1a-9a66-4c3f-8a80-6d463cf7f800\", \"e7c6d484-1470-4f94-b0bd-138a141dea23\", \"26e93980-b943-4103-a8b4-df0a3ab08815\", \"933b8a9b-58b2-4101-8214-5a1c9f4fe576\", \"37973222-9a8f-428c-b7e6-56d998c94463\", \"531007ee-7f31-4168-baa7-3852eab06b17\", \"4706d3d1-df06-44ad-914b-b726a7f0a730\", \"e8ca4a3d-6599-490d-9aaf-5ca95d492898\", \"14b2f9a5-84c4-4c04-8d1a-314835f305c1\"], \"total_duration\": 8197.0, \"total_sessions\": 11, \"mean_week_duration\": 44.07}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 7 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"77570\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-06-19 23:05:31.000000+00:00\", \"2023-03-25 21:49:45.000000+00:00\"], \"session_ids\": [\"8eacbd68-1b4d-454e-abc2-6ae790120c31\", \"2ba0632b-9eaf-42dd-a431-55ed545f6d8c\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 2.462}}, {\"55127\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-09-02 18:52:57.000000+00:00\", \"2020-01-23 16:50:37.000000+00:00\"], \"session_ids\": [\"7d31c4e0-5062-4b42-83e3-f96d382708fc\", \"e56ec953-56fb-4890-b2fb-860aaa8eb439\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 2.5}}, {\"57051\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 5}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-06-21 20:23:47.000000+00:00\", \"2021-05-31 13:42:14.000000+00:00\"], \"session_ids\": [\"b0e5e359-2f6e-4605-bd08-b81737c90fed\", \"aaf71f01-3836-4770-b5fd-b99f3560948c\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 1.179}}, {\"41015\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-08-06 02:27:41.000000+00:00\", \"2022-05-30 13:32:30.000000+00:00\"], \"session_ids\": [\"8bfb3108-6e4a-46ec-8ccb-d755f41ba6e3\", \"193c33ad-5874-4c6a-84a7-df652bca0f41\"], \"total_duration\": 266.0, \"total_sessions\": 2, \"mean_week_duration\": 26.6}}, {\"4298\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-08-28 21:41:25.000000+00:00\", \"2020-09-27 03:46:06.000000+00:00\"], \"session_ids\": [\"25d8c325-15ac-4943-99c3-bc24e4402ec9\", \"ee6735c5-b431-4bfc-8229-5aa0e7f4f00b\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 2.5}}, {\"61860\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-06-09 11:21:21.000000+00:00\", \"2020-04-23 03:51:39.000000+00:00\", \"2020-12-27 01:27:26.000000+00:00\"], \"session_ids\": [\"9cd72597-e0a3-466e-9194-bed9ae68a0c5\", \"1b25c4f9-a52d-4c93-906e-5b5a057850c5\", \"009c6415-b8ba-49ce-aaa3-ad607430a0d1\"], \"total_duration\": 106.0, \"total_sessions\": 3, \"mean_week_duration\": 0.646}}, {\"3510\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-02-27 20:52:53.000000+00:00\", \"2021-12-03 00:34:19.000000+00:00\", \"2021-02-17 03:01:08.000000+00:00\"], \"session_ids\": [\"3a14e5c1-17b3-4d59-956b-244b1d78f5eb\", \"cb67cb68-61e2-42b4-b9d0-0b5c75244fe2\", \"2fd00bb6-c383-4347-af66-5f45ba25ff09\"], \"total_duration\": 48.0, \"total_sessions\": 3, \"mean_week_duration\": 0.453}}]\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[{\"77570\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-06-19 23:05:31.000000+00:00\", \"2023-03-25 21:49:45.000000+00:00\"], \"session_ids\": [\"8eacbd68-1b4d-454e-abc2-6ae790120c31\", \"2ba0632b-9eaf-42dd-a431-55ed545f6d8c\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 2.462}}, {\"55127\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-09-02 18:52:57.000000+00:00\", \"2020-01-23 16:50:37.000000+00:00\"], \"session_ids\": [\"7d31c4e0-5062-4b42-83e3-f96d382708fc\", \"e56ec953-56fb-4890-b2fb-860aaa8eb439\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 2.5}}, {\"57051\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 5}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-06-21 20:23:47.000000+00:00\", \"2021-05-31 13:42:14.000000+00:00\"], \"session_ids\": [\"b0e5e359-2f6e-4605-bd08-b81737c90fed\", \"aaf71f01-3836-4770-b5fd-b99f3560948c\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 1.179}}, {\"41015\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-08-06 02:27:41.000000+00:00\", \"2022-05-30 13:32:30.000000+00:00\"], \"session_ids\": [\"8bfb3108-6e4a-46ec-8ccb-d755f41ba6e3\", \"193c33ad-5874-4c6a-84a7-df652bca0f41\"], \"total_duration\": 266.0, \"total_sessions\": 2, \"mean_week_duration\": 26.6}}, {\"4298\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-08-28 21:41:25.000000+00:00\", \"2020-09-27 03:46:06.000000+00:00\"], \"session_ids\": [\"25d8c325-15ac-4943-99c3-bc24e4402ec9\", \"ee6735c5-b431-4bfc-8229-5aa0e7f4f00b\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 2.5}}, {\"61860\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-06-09 11:21:21.000000+00:00\", \"2020-04-23 03:51:39.000000+00:00\", \"2020-12-27 01:27:26.000000+00:00\"], \"session_ids\": [\"9cd72597-e0a3-466e-9194-bed9ae68a0c5\", \"1b25c4f9-a52d-4c93-906e-5b5a057850c5\", \"009c6415-b8ba-49ce-aaa3-ad607430a0d1\"], \"total_duration\": 106.0, \"total_sessions\": 3, \"mean_week_duration\": 0.646}}, {\"3510\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-02-27 20:52:53.000000+00:00\", \"2021-12-03 00:34:19.000000+00:00\", \"2021-02-17 03:01:08.000000+00:00\"], \"session_ids\": [\"3a14e5c1-17b3-4d59-956b-244b1d78f5eb\", \"cb67cb68-61e2-42b4-b9d0-0b5c75244fe2\", \"2fd00bb6-c383-4347-af66-5f45ba25ff09\"], \"total_duration\": 48.0, \"total_sessions\": 3, \"mean_week_duration\": 0.453}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please provide insights on user whose median of duration of sessions per week is strictly greater than 32 and less than 13 and perform sorting by mean_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{\"54562\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-04-27 18:01:51.000000+00:00\", \"2019-12-07 22:57:20.000000+00:00\", \"2019-08-17 06:16:14.000000+00:00\"], \"session_ids\": [\"32612e8d-7205-4eb3-ac0a-5bb283f31782\", \"cad86751-b284-43bc-ac04-9430bbb154b1\", \"914dd9c8-82c5-41b9-843f-7a1666e2ceb8\"], \"total_duration\": 76.0, \"total_sessions\": 3, \"mean_week_duration\": 0.539}, \"64352\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-09-15 15:01:04.000000+00:00\", \"2023-06-05 09:00:18.000000+00:00\"], \"session_ids\": [\"a7659fc5-f872-4b98-b8a4-4c07578d0299\", \"e4c12b86-fe35-4dc6-80a4-7b6fca948f86\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 1.5}, \"74032\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-09-14 13:26:41.000000+00:00\", \"2020-03-24 07:14:52.000000+00:00\", \"2020-06-30 04:16:10.000000+00:00\", \"2022-03-17 22:42:07.000000+00:00\", \"2023-06-19 13:38:28.000000+00:00\", \"2019-05-30 22:22:38.000000+00:00\"], \"session_ids\": [\"88b681ad-a085-4e14-b83c-2678b870068f\", \"fcb08fcf-3aa7-479e-a947-728f749ff63d\", \"a2bbcb6b-a5bc-40dd-86ff-7309ac5b3285\", \"a05be212-985e-41bd-8f89-bcc405ddd8a2\", \"36dd6267-8852-42cb-b275-39feee84ab14\", \"ec9311b2-4fa3-4a9b-9bea-aa49e425646f\"], \"total_duration\": 4383.0, \"total_sessions\": 6, \"mean_week_duration\": 20.675}, \"13044\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-06-26 00:19:09.000000+00:00\", \"2021-04-26 01:25:50.000000+00:00\"], \"session_ids\": [\"03bd5b64-439c-43c6-9c97-52804d99ec8c\", \"70a60992-76f0-4b2d-bbe9-3fe8b6fda803\"], \"total_duration\": 239.0, \"total_sessions\": 2, \"mean_week_duration\": 2.115}, \"2443\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-20 23:15:54.000000+00:00\", \"2020-03-19 16:48:31.000000+00:00\"], \"session_ids\": [\"4a1904f3-b475-4c92-95e8-51cc697ea446\", \"725a9eac-57ed-4543-aa13-fc13e17ea85f\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 126.0}, \"65418\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-02-06 20:40:17.000000+00:00\", \"2019-02-11 16:01:20.000000+00:00\"], \"session_ids\": [\"dcf08267-da75-4806-823c-adb5ced9f212\", \"f9884caf-5a39-4c49-81f9-498625188b91\"], \"total_duration\": 421.0, \"total_sessions\": 2, \"mean_week_duration\": 4.048}, \"2084\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-06-14 20:09:39.000000+00:00\", \"2023-04-11 04:47:52.000000+00:00\"], \"session_ids\": [\"10f58a06-1879-4d64-a716-dd88ae906063\", \"dd03136e-2476-4046-9d58-e76a77142bf0\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.884}, \"54618\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2019-09-09 10:24:44.000000+00:00\", \"2021-01-12 21:47:16.000000+00:00\"], \"session_ids\": [\"b78a1879-4ecf-49b0-b245-3d9b4c3af634\", \"d3c09d18-01f3-424b-a6ff-35ba18de5ca3\"], \"total_duration\": 337.0, \"total_sessions\": 2, \"mean_week_duration\": 4.746}, \"4009\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-02-01 16:19:44.000000+00:00\", \"2021-09-18 14:42:22.000000+00:00\"], \"session_ids\": [\"30afee1e-8a77-4be8-a859-d22b1c811640\", \"8669dfdf-4c31-4df6-9bbb-137411978c57\"], \"total_duration\": 169.0, \"total_sessions\": 2, \"mean_week_duration\": 5.121}, \"85698\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-05-24 23:26:29.000000+00:00\", \"2020-03-28 14:52:00.000000+00:00\", \"2022-10-17 22:29:00.000000+00:00\", \"2019-06-21 18:07:25.000000+00:00\"], \"session_ids\": [\"8e274708-1c73-48fb-8cb0-1bcb9a6fc38c\", \"cc3d14eb-9df8-4bc6-a176-852e63d35a3a\", \"52f992bb-6727-4939-9e4d-4fe353775a64\", \"e1ecc6b6-7bcb-49a6-b55c-2bc12957ddc2\"], \"total_duration\": 546.0, \"total_sessions\": 4, \"mean_week_duration\": 3.138}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are equal or less than 13 and are greater than 32"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[13, 32]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"54562\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-04-27 18:01:51.000000+00:00\", \"2019-12-07 22:57:20.000000+00:00\", \"2019-08-17 06:16:14.000000+00:00\"], \"session_ids\": [\"32612e8d-7205-4eb3-ac0a-5bb283f31782\", \"cad86751-b284-43bc-ac04-9430bbb154b1\", \"914dd9c8-82c5-41b9-843f-7a1666e2ceb8\"], \"total_duration\": 76.0, \"total_sessions\": 3, \"mean_week_duration\": 0.539}, \"64352\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-09-15 15:01:04.000000+00:00\", \"2023-06-05 09:00:18.000000+00:00\"], \"session_ids\": [\"a7659fc5-f872-4b98-b8a4-4c07578d0299\", \"e4c12b86-fe35-4dc6-80a4-7b6fca948f86\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 1.5}, \"13044\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-06-26 00:19:09.000000+00:00\", \"2021-04-26 01:25:50.000000+00:00\"], \"session_ids\": [\"03bd5b64-439c-43c6-9c97-52804d99ec8c\", \"70a60992-76f0-4b2d-bbe9-3fe8b6fda803\"], \"total_duration\": 239.0, \"total_sessions\": 2, \"mean_week_duration\": 2.115}, \"65418\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-02-06 20:40:17.000000+00:00\", \"2019-02-11 16:01:20.000000+00:00\"], \"session_ids\": [\"dcf08267-da75-4806-823c-adb5ced9f212\", \"f9884caf-5a39-4c49-81f9-498625188b91\"], \"total_duration\": 421.0, \"total_sessions\": 2, \"mean_week_duration\": 4.048}, \"2084\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-06-14 20:09:39.000000+00:00\", \"2023-04-11 04:47:52.000000+00:00\"], \"session_ids\": [\"10f58a06-1879-4d64-a716-dd88ae906063\", \"dd03136e-2476-4046-9d58-e76a77142bf0\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.884}, \"54618\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2019-09-09 10:24:44.000000+00:00\", \"2021-01-12 21:47:16.000000+00:00\"], \"session_ids\": [\"b78a1879-4ecf-49b0-b245-3d9b4c3af634\", \"d3c09d18-01f3-424b-a6ff-35ba18de5ca3\"], \"total_duration\": 337.0, \"total_sessions\": 2, \"mean_week_duration\": 4.746}, \"4009\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-02-01 16:19:44.000000+00:00\", \"2021-09-18 14:42:22.000000+00:00\"], \"session_ids\": [\"30afee1e-8a77-4be8-a859-d22b1c811640\", \"8669dfdf-4c31-4df6-9bbb-137411978c57\"], \"total_duration\": 169.0, \"total_sessions\": 2, \"mean_week_duration\": 5.121}, \"85698\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-05-24 23:26:29.000000+00:00\", \"2020-03-28 14:52:00.000000+00:00\", \"2022-10-17 22:29:00.000000+00:00\", \"2019-06-21 18:07:25.000000+00:00\"], \"session_ids\": [\"8e274708-1c73-48fb-8cb0-1bcb9a6fc38c\", \"cc3d14eb-9df8-4bc6-a176-852e63d35a3a\", \"52f992bb-6727-4939-9e4d-4fe353775a64\", \"e1ecc6b6-7bcb-49a6-b55c-2bc12957ddc2\"], \"total_duration\": 546.0, \"total_sessions\": 4, \"mean_week_duration\": 3.138}, \"2443\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-20 23:15:54.000000+00:00\", \"2020-03-19 16:48:31.000000+00:00\"], \"session_ids\": [\"4a1904f3-b475-4c92-95e8-51cc697ea446\", \"725a9eac-57ed-4543-aa13-fc13e17ea85f\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 126.0}}\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[{\"2443\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-20 23:15:54.000000+00:00\", \"2020-03-19 16:48:31.000000+00:00\"], \"session_ids\": [\"4a1904f3-b475-4c92-95e8-51cc697ea446\", \"725a9eac-57ed-4543-aa13-fc13e17ea85f\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 126.0}}, {\"4009\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-02-01 16:19:44.000000+00:00\", \"2021-09-18 14:42:22.000000+00:00\"], \"session_ids\": [\"30afee1e-8a77-4be8-a859-d22b1c811640\", \"8669dfdf-4c31-4df6-9bbb-137411978c57\"], \"total_duration\": 169.0, \"total_sessions\": 2, \"mean_week_duration\": 5.121}}, {\"54618\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2019-09-09 10:24:44.000000+00:00\", \"2021-01-12 21:47:16.000000+00:00\"], \"session_ids\": [\"b78a1879-4ecf-49b0-b245-3d9b4c3af634\", \"d3c09d18-01f3-424b-a6ff-35ba18de5ca3\"], \"total_duration\": 337.0, \"total_sessions\": 2, \"mean_week_duration\": 4.746}}, {\"65418\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-02-06 20:40:17.000000+00:00\", \"2019-02-11 16:01:20.000000+00:00\"], \"session_ids\": [\"dcf08267-da75-4806-823c-adb5ced9f212\", \"f9884caf-5a39-4c49-81f9-498625188b91\"], \"total_duration\": 421.0, \"total_sessions\": 2, \"mean_week_duration\": 4.048}}, {\"85698\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-05-24 23:26:29.000000+00:00\", \"2020-03-28 14:52:00.000000+00:00\", \"2022-10-17 22:29:00.000000+00:00\", \"2019-06-21 18:07:25.000000+00:00\"], \"session_ids\": [\"8e274708-1c73-48fb-8cb0-1bcb9a6fc38c\", \"cc3d14eb-9df8-4bc6-a176-852e63d35a3a\", \"52f992bb-6727-4939-9e4d-4fe353775a64\", \"e1ecc6b6-7bcb-49a6-b55c-2bc12957ddc2\"], \"total_duration\": 546.0, \"total_sessions\": 4, \"mean_week_duration\": 3.138}}, {\"13044\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-06-26 00:19:09.000000+00:00\", \"2021-04-26 01:25:50.000000+00:00\"], \"session_ids\": [\"03bd5b64-439c-43c6-9c97-52804d99ec8c\", \"70a60992-76f0-4b2d-bbe9-3fe8b6fda803\"], \"total_duration\": 239.0, \"total_sessions\": 2, \"mean_week_duration\": 2.115}}, {\"64352\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-09-15 15:01:04.000000+00:00\", \"2023-06-05 09:00:18.000000+00:00\"], \"session_ids\": [\"a7659fc5-f872-4b98-b8a4-4c07578d0299\", \"e4c12b86-fe35-4dc6-80a4-7b6fca948f86\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 1.5}}, {\"2084\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-06-14 20:09:39.000000+00:00\", \"2023-04-11 04:47:52.000000+00:00\"], \"session_ids\": [\"10f58a06-1879-4d64-a716-dd88ae906063\", \"dd03136e-2476-4046-9d58-e76a77142bf0\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.884}}, {\"54562\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-04-27 18:01:51.000000+00:00\", \"2019-12-07 22:57:20.000000+00:00\", \"2019-08-17 06:16:14.000000+00:00\"], \"session_ids\": [\"32612e8d-7205-4eb3-ac0a-5bb283f31782\", \"cad86751-b284-43bc-ac04-9430bbb154b1\", \"914dd9c8-82c5-41b9-843f-7a1666e2ceb8\"], \"total_duration\": 76.0, \"total_sessions\": 3, \"mean_week_duration\": 0.539}}]\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[{\"2443\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-20 23:15:54.000000+00:00\", \"2020-03-19 16:48:31.000000+00:00\"], \"session_ids\": [\"4a1904f3-b475-4c92-95e8-51cc697ea446\", \"725a9eac-57ed-4543-aa13-fc13e17ea85f\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 126.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to close out that task and provide the requester with the obtained data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"2443\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-20 23:15:54.000000+00:00\", \"2020-03-19 16:48:31.000000+00:00\"], \"session_ids\": [\"4a1904f3-b475-4c92-95e8-51cc697ea446\", \"725a9eac-57ed-4543-aa13-fc13e17ea85f\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 126.0}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about users who aren't currently living in city Warsaw , do sorting by total sessions from the smallest value to the largest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"29285\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 6, \"Change Skin Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2023-05-16 17:21:00.000000+00:00\", \"2019-09-21 06:53:32.000000+00:00\", \"2019-11-25 02:51:00.000000+00:00\", \"2021-08-25 10:04:05.000000+00:00\", \"2021-02-27 21:46:39.000000+00:00\", \"2019-09-15 00:51:34.000000+00:00\", \"2019-03-19 02:40:10.000000+00:00\", \"2021-05-23 14:39:26.000000+00:00\"], \"session_ids\": [\"0c71b3e4-b7a7-4d89-becc-c6b1c85873f6\", \"cace61fb-16c0-4345-9181-7847690490d2\", \"7649d460-8fc8-48ad-8b3c-f6bfbb6bd24d\", \"7eb7be9d-9a80-49de-bb8f-6a9ec3973701\", \"af65d58b-9de5-4db0-b1f2-e6646675d531\", \"42efd3a3-8aac-4d35-a8c9-5e5f2351e91e\", \"4ef6f2c6-8a7d-46d4-bd09-2c74060a0b44\", \"153c21df-1dae-4b8e-b797-a1b14f2d31fa\"], \"total_duration\": 418.0, \"total_sessions\": 8, \"mean_week_duration\": 1.926}, \"14291\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-03-01 22:05:21.000000+00:00\", \"2022-02-20 10:01:52.000000+00:00\", \"2023-05-24 07:37:51.000000+00:00\"], \"session_ids\": [\"866c9cb4-3ddb-4449-9d6e-5dc8e0a0f9b0\", \"73e69319-dbd7-4f28-bc38-84cb5a473690\", \"02dfcd89-9162-483f-8a64-5acd80842012\"], \"total_duration\": 116.0, \"total_sessions\": 3, \"mean_week_duration\": 0.525}, \"13038\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-04-23 05:54:03.000000+00:00\", \"2022-03-26 03:24:20.000000+00:00\", \"2022-09-19 11:00:32.000000+00:00\"], \"session_ids\": [\"fc6bb1a6-9aa8-494b-9acd-f83030600656\", \"ec150930-d2e5-45a4-9ff7-d36a88fb8df8\", \"22b3ac6a-5b10-40ed-875a-083799451ad8\"], \"total_duration\": 300.0, \"total_sessions\": 3, \"mean_week_duration\": 1.685}, \"18990\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-25 08:05:25.000000+00:00\", \"2023-03-09 08:17:56.000000+00:00\"], \"session_ids\": [\"ad7b56cd-94e4-4dbf-b544-2c3473fc8703\", \"cb42df08-d207-41a7-9f8c-b90cb7f7f184\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 4.542}, \"44258\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-18 09:23:38.000000+00:00\", \"2022-03-07 11:31:02.000000+00:00\"], \"session_ids\": [\"e30a7ad3-7992-4738-b689-23915fbbc63d\", \"2d4b6ab1-9b19-40bc-bb65-618963de181d\"], \"total_duration\": 272.0, \"total_sessions\": 2, \"mean_week_duration\": 3.726}, \"86223\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-10-01 17:16:31.000000+00:00\", \"2022-08-27 06:38:33.000000+00:00\", \"2020-06-04 22:28:29.000000+00:00\", \"2019-01-26 21:46:43.000000+00:00\"], \"session_ids\": [\"2e9b954f-a978-4291-85be-1448d32aaad5\", \"91a445d1-607d-40af-9f6b-c215c8031eb5\", \"a8579a0d-5bdd-4f46-9d66-2cceb6919bc3\", \"2dfed1d4-0705-46cd-8b60-2e008557ce6d\"], \"total_duration\": 2146.0, \"total_sessions\": 4, \"mean_week_duration\": 11.177}, \"19672\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-01-12 11:55:23.000000+00:00\", \"2022-02-13 17:50:25.000000+00:00\", \"2019-08-12 12:20:15.000000+00:00\", \"2019-04-08 09:09:05.000000+00:00\", \"2021-09-03 02:16:30.000000+00:00\"], \"session_ids\": [\"d3e97ee2-ed34-4351-b986-dd2b93a8085b\", \"60bbd26c-1d36-44c5-8001-1b8084f7d814\", \"eaf7e497-9938-434c-ac00-f449059d45f5\", \"da9ba0d0-addb-46fa-8a56-ad591b7bfb94\", \"a0b9687b-b4ed-4b6a-af2e-9277a2d65e08\"], \"total_duration\": 3665.0, \"total_sessions\": 5, \"mean_week_duration\": 24.597}, \"61911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-06-10 16:26:02.000000+00:00\", \"2022-11-18 18:15:56.000000+00:00\"], \"session_ids\": [\"44de0f4d-f710-4bbf-9984-ef6b69f7f8fe\", \"4aac9522-f08f-4c69-b6da-3ced10630917\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 4.842}, \"10737\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-10-25 04:25:14.000000+00:00\", \"2019-03-11 06:10:07.000000+00:00\"], \"session_ids\": [\"2c071ca5-e902-4ef7-a46e-cb54d69d7320\", \"82e6730a-0e8c-40bc-8978-3da13bf3b39b\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 4.152}, \"28498\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-11-14 09:53:56.000000+00:00\", \"2020-11-05 23:34:44.000000+00:00\", \"2023-02-14 23:43:50.000000+00:00\"], \"session_ids\": [\"cae0c077-dd59-476f-a98e-8e56faaa3acb\", \"360762a1-ea1a-48fa-96ba-89eff6725e23\", \"91e9c82c-1175-467e-a3b8-476b46fe56a9\"], \"total_duration\": 86.0, \"total_sessions\": 3, \"mean_week_duration\": 0.723}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is not Warsaw"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Warsaw\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"29285\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 6, \"Change Skin Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2023-05-16 17:21:00.000000+00:00\", \"2019-09-21 06:53:32.000000+00:00\", \"2019-11-25 02:51:00.000000+00:00\", \"2021-08-25 10:04:05.000000+00:00\", \"2021-02-27 21:46:39.000000+00:00\", \"2019-09-15 00:51:34.000000+00:00\", \"2019-03-19 02:40:10.000000+00:00\", \"2021-05-23 14:39:26.000000+00:00\"], \"session_ids\": [\"0c71b3e4-b7a7-4d89-becc-c6b1c85873f6\", \"cace61fb-16c0-4345-9181-7847690490d2\", \"7649d460-8fc8-48ad-8b3c-f6bfbb6bd24d\", \"7eb7be9d-9a80-49de-bb8f-6a9ec3973701\", \"af65d58b-9de5-4db0-b1f2-e6646675d531\", \"42efd3a3-8aac-4d35-a8c9-5e5f2351e91e\", \"4ef6f2c6-8a7d-46d4-bd09-2c74060a0b44\", \"153c21df-1dae-4b8e-b797-a1b14f2d31fa\"], \"total_duration\": 418.0, \"total_sessions\": 8, \"mean_week_duration\": 1.926}, \"14291\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-03-01 22:05:21.000000+00:00\", \"2022-02-20 10:01:52.000000+00:00\", \"2023-05-24 07:37:51.000000+00:00\"], \"session_ids\": [\"866c9cb4-3ddb-4449-9d6e-5dc8e0a0f9b0\", \"73e69319-dbd7-4f28-bc38-84cb5a473690\", \"02dfcd89-9162-483f-8a64-5acd80842012\"], \"total_duration\": 116.0, \"total_sessions\": 3, \"mean_week_duration\": 0.525}, \"13038\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-04-23 05:54:03.000000+00:00\", \"2022-03-26 03:24:20.000000+00:00\", \"2022-09-19 11:00:32.000000+00:00\"], \"session_ids\": [\"fc6bb1a6-9aa8-494b-9acd-f83030600656\", \"ec150930-d2e5-45a4-9ff7-d36a88fb8df8\", \"22b3ac6a-5b10-40ed-875a-083799451ad8\"], \"total_duration\": 300.0, \"total_sessions\": 3, \"mean_week_duration\": 1.685}, \"18990\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-25 08:05:25.000000+00:00\", \"2023-03-09 08:17:56.000000+00:00\"], \"session_ids\": [\"ad7b56cd-94e4-4dbf-b544-2c3473fc8703\", \"cb42df08-d207-41a7-9f8c-b90cb7f7f184\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 4.542}, \"44258\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-18 09:23:38.000000+00:00\", \"2022-03-07 11:31:02.000000+00:00\"], \"session_ids\": [\"e30a7ad3-7992-4738-b689-23915fbbc63d\", \"2d4b6ab1-9b19-40bc-bb65-618963de181d\"], \"total_duration\": 272.0, \"total_sessions\": 2, \"mean_week_duration\": 3.726}, \"86223\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-10-01 17:16:31.000000+00:00\", \"2022-08-27 06:38:33.000000+00:00\", \"2020-06-04 22:28:29.000000+00:00\", \"2019-01-26 21:46:43.000000+00:00\"], \"session_ids\": [\"2e9b954f-a978-4291-85be-1448d32aaad5\", \"91a445d1-607d-40af-9f6b-c215c8031eb5\", \"a8579a0d-5bdd-4f46-9d66-2cceb6919bc3\", \"2dfed1d4-0705-46cd-8b60-2e008557ce6d\"], \"total_duration\": 2146.0, \"total_sessions\": 4, \"mean_week_duration\": 11.177}, \"19672\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-01-12 11:55:23.000000+00:00\", \"2022-02-13 17:50:25.000000+00:00\", \"2019-08-12 12:20:15.000000+00:00\", \"2019-04-08 09:09:05.000000+00:00\", \"2021-09-03 02:16:30.000000+00:00\"], \"session_ids\": [\"d3e97ee2-ed34-4351-b986-dd2b93a8085b\", \"60bbd26c-1d36-44c5-8001-1b8084f7d814\", \"eaf7e497-9938-434c-ac00-f449059d45f5\", \"da9ba0d0-addb-46fa-8a56-ad591b7bfb94\", \"a0b9687b-b4ed-4b6a-af2e-9277a2d65e08\"], \"total_duration\": 3665.0, \"total_sessions\": 5, \"mean_week_duration\": 24.597}, \"61911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-06-10 16:26:02.000000+00:00\", \"2022-11-18 18:15:56.000000+00:00\"], \"session_ids\": [\"44de0f4d-f710-4bbf-9984-ef6b69f7f8fe\", \"4aac9522-f08f-4c69-b6da-3ced10630917\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 4.842}, \"10737\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-10-25 04:25:14.000000+00:00\", \"2019-03-11 06:10:07.000000+00:00\"], \"session_ids\": [\"2c071ca5-e902-4ef7-a46e-cb54d69d7320\", \"82e6730a-0e8c-40bc-8978-3da13bf3b39b\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 4.152}, \"28498\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-11-14 09:53:56.000000+00:00\", \"2020-11-05 23:34:44.000000+00:00\", \"2023-02-14 23:43:50.000000+00:00\"], \"session_ids\": [\"cae0c077-dd59-476f-a98e-8e56faaa3acb\", \"360762a1-ea1a-48fa-96ba-89eff6725e23\", \"91e9c82c-1175-467e-a3b8-476b46fe56a9\"], \"total_duration\": 86.0, \"total_sessions\": 3, \"mean_week_duration\": 0.723}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"18990\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-25 08:05:25.000000+00:00\", \"2023-03-09 08:17:56.000000+00:00\"], \"session_ids\": [\"ad7b56cd-94e4-4dbf-b544-2c3473fc8703\", \"cb42df08-d207-41a7-9f8c-b90cb7f7f184\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 4.542}}, {\"44258\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-18 09:23:38.000000+00:00\", \"2022-03-07 11:31:02.000000+00:00\"], \"session_ids\": [\"e30a7ad3-7992-4738-b689-23915fbbc63d\", \"2d4b6ab1-9b19-40bc-bb65-618963de181d\"], \"total_duration\": 272.0, \"total_sessions\": 2, \"mean_week_duration\": 3.726}}, {\"61911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-06-10 16:26:02.000000+00:00\", \"2022-11-18 18:15:56.000000+00:00\"], \"session_ids\": [\"44de0f4d-f710-4bbf-9984-ef6b69f7f8fe\", \"4aac9522-f08f-4c69-b6da-3ced10630917\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 4.842}}, {\"10737\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-10-25 04:25:14.000000+00:00\", \"2019-03-11 06:10:07.000000+00:00\"], \"session_ids\": [\"2c071ca5-e902-4ef7-a46e-cb54d69d7320\", \"82e6730a-0e8c-40bc-8978-3da13bf3b39b\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 4.152}}, {\"14291\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-03-01 22:05:21.000000+00:00\", \"2022-02-20 10:01:52.000000+00:00\", \"2023-05-24 07:37:51.000000+00:00\"], \"session_ids\": [\"866c9cb4-3ddb-4449-9d6e-5dc8e0a0f9b0\", \"73e69319-dbd7-4f28-bc38-84cb5a473690\", \"02dfcd89-9162-483f-8a64-5acd80842012\"], \"total_duration\": 116.0, \"total_sessions\": 3, \"mean_week_duration\": 0.525}}, {\"13038\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-04-23 05:54:03.000000+00:00\", \"2022-03-26 03:24:20.000000+00:00\", \"2022-09-19 11:00:32.000000+00:00\"], \"session_ids\": [\"fc6bb1a6-9aa8-494b-9acd-f83030600656\", \"ec150930-d2e5-45a4-9ff7-d36a88fb8df8\", \"22b3ac6a-5b10-40ed-875a-083799451ad8\"], \"total_duration\": 300.0, \"total_sessions\": 3, \"mean_week_duration\": 1.685}}, {\"28498\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-11-14 09:53:56.000000+00:00\", \"2020-11-05 23:34:44.000000+00:00\", \"2023-02-14 23:43:50.000000+00:00\"], \"session_ids\": [\"cae0c077-dd59-476f-a98e-8e56faaa3acb\", \"360762a1-ea1a-48fa-96ba-89eff6725e23\", \"91e9c82c-1175-467e-a3b8-476b46fe56a9\"], \"total_duration\": 86.0, \"total_sessions\": 3, \"mean_week_duration\": 0.723}}, {\"86223\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-10-01 17:16:31.000000+00:00\", \"2022-08-27 06:38:33.000000+00:00\", \"2020-06-04 22:28:29.000000+00:00\", \"2019-01-26 21:46:43.000000+00:00\"], \"session_ids\": [\"2e9b954f-a978-4291-85be-1448d32aaad5\", \"91a445d1-607d-40af-9f6b-c215c8031eb5\", \"a8579a0d-5bdd-4f46-9d66-2cceb6919bc3\", \"2dfed1d4-0705-46cd-8b60-2e008557ce6d\"], \"total_duration\": 2146.0, \"total_sessions\": 4, \"mean_week_duration\": 11.177}}, {\"19672\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-01-12 11:55:23.000000+00:00\", \"2022-02-13 17:50:25.000000+00:00\", \"2019-08-12 12:20:15.000000+00:00\", \"2019-04-08 09:09:05.000000+00:00\", \"2021-09-03 02:16:30.000000+00:00\"], \"session_ids\": [\"d3e97ee2-ed34-4351-b986-dd2b93a8085b\", \"60bbd26c-1d36-44c5-8001-1b8084f7d814\", \"eaf7e497-9938-434c-ac00-f449059d45f5\", \"da9ba0d0-addb-46fa-8a56-ad591b7bfb94\", \"a0b9687b-b4ed-4b6a-af2e-9277a2d65e08\"], \"total_duration\": 3665.0, \"total_sessions\": 5, \"mean_week_duration\": 24.597}}, {\"29285\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 6, \"Change Skin Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2023-05-16 17:21:00.000000+00:00\", \"2019-09-21 06:53:32.000000+00:00\", \"2019-11-25 02:51:00.000000+00:00\", \"2021-08-25 10:04:05.000000+00:00\", \"2021-02-27 21:46:39.000000+00:00\", \"2019-09-15 00:51:34.000000+00:00\", \"2019-03-19 02:40:10.000000+00:00\", \"2021-05-23 14:39:26.000000+00:00\"], \"session_ids\": [\"0c71b3e4-b7a7-4d89-becc-c6b1c85873f6\", \"cace61fb-16c0-4345-9181-7847690490d2\", \"7649d460-8fc8-48ad-8b3c-f6bfbb6bd24d\", \"7eb7be9d-9a80-49de-bb8f-6a9ec3973701\", \"af65d58b-9de5-4db0-b1f2-e6646675d531\", \"42efd3a3-8aac-4d35-a8c9-5e5f2351e91e\", \"4ef6f2c6-8a7d-46d4-bd09-2c74060a0b44\", \"153c21df-1dae-4b8e-b797-a1b14f2d31fa\"], \"total_duration\": 418.0, \"total_sessions\": 8, \"mean_week_duration\": 1.926}}]\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[{\"18990\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-25 08:05:25.000000+00:00\", \"2023-03-09 08:17:56.000000+00:00\"], \"session_ids\": [\"ad7b56cd-94e4-4dbf-b544-2c3473fc8703\", \"cb42df08-d207-41a7-9f8c-b90cb7f7f184\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 4.542}}, {\"44258\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-18 09:23:38.000000+00:00\", \"2022-03-07 11:31:02.000000+00:00\"], \"session_ids\": [\"e30a7ad3-7992-4738-b689-23915fbbc63d\", \"2d4b6ab1-9b19-40bc-bb65-618963de181d\"], \"total_duration\": 272.0, \"total_sessions\": 2, \"mean_week_duration\": 3.726}}, {\"61911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-06-10 16:26:02.000000+00:00\", \"2022-11-18 18:15:56.000000+00:00\"], \"session_ids\": [\"44de0f4d-f710-4bbf-9984-ef6b69f7f8fe\", \"4aac9522-f08f-4c69-b6da-3ced10630917\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 4.842}}, {\"10737\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-10-25 04:25:14.000000+00:00\", \"2019-03-11 06:10:07.000000+00:00\"], \"session_ids\": [\"2c071ca5-e902-4ef7-a46e-cb54d69d7320\", \"82e6730a-0e8c-40bc-8978-3da13bf3b39b\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 4.152}}, {\"14291\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-03-01 22:05:21.000000+00:00\", \"2022-02-20 10:01:52.000000+00:00\", \"2023-05-24 07:37:51.000000+00:00\"], \"session_ids\": [\"866c9cb4-3ddb-4449-9d6e-5dc8e0a0f9b0\", \"73e69319-dbd7-4f28-bc38-84cb5a473690\", \"02dfcd89-9162-483f-8a64-5acd80842012\"], \"total_duration\": 116.0, \"total_sessions\": 3, \"mean_week_duration\": 0.525}}, {\"13038\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-04-23 05:54:03.000000+00:00\", \"2022-03-26 03:24:20.000000+00:00\", \"2022-09-19 11:00:32.000000+00:00\"], \"session_ids\": [\"fc6bb1a6-9aa8-494b-9acd-f83030600656\", \"ec150930-d2e5-45a4-9ff7-d36a88fb8df8\", \"22b3ac6a-5b10-40ed-875a-083799451ad8\"], \"total_duration\": 300.0, \"total_sessions\": 3, \"mean_week_duration\": 1.685}}, {\"28498\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-11-14 09:53:56.000000+00:00\", \"2020-11-05 23:34:44.000000+00:00\", \"2023-02-14 23:43:50.000000+00:00\"], \"session_ids\": [\"cae0c077-dd59-476f-a98e-8e56faaa3acb\", \"360762a1-ea1a-48fa-96ba-89eff6725e23\", \"91e9c82c-1175-467e-a3b8-476b46fe56a9\"], \"total_duration\": 86.0, \"total_sessions\": 3, \"mean_week_duration\": 0.723}}, {\"86223\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-10-01 17:16:31.000000+00:00\", \"2022-08-27 06:38:33.000000+00:00\", \"2020-06-04 22:28:29.000000+00:00\", \"2019-01-26 21:46:43.000000+00:00\"], \"session_ids\": [\"2e9b954f-a978-4291-85be-1448d32aaad5\", \"91a445d1-607d-40af-9f6b-c215c8031eb5\", \"a8579a0d-5bdd-4f46-9d66-2cceb6919bc3\", \"2dfed1d4-0705-46cd-8b60-2e008557ce6d\"], \"total_duration\": 2146.0, \"total_sessions\": 4, \"mean_week_duration\": 11.177}}, {\"19672\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-01-12 11:55:23.000000+00:00\", \"2022-02-13 17:50:25.000000+00:00\", \"2019-08-12 12:20:15.000000+00:00\", \"2019-04-08 09:09:05.000000+00:00\", \"2021-09-03 02:16:30.000000+00:00\"], \"session_ids\": [\"d3e97ee2-ed34-4351-b986-dd2b93a8085b\", \"60bbd26c-1d36-44c5-8001-1b8084f7d814\", \"eaf7e497-9938-434c-ac00-f449059d45f5\", \"da9ba0d0-addb-46fa-8a56-ad591b7bfb94\", \"a0b9687b-b4ed-4b6a-af2e-9277a2d65e08\"], \"total_duration\": 3665.0, \"total_sessions\": 5, \"mean_week_duration\": 24.597}}, {\"29285\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 6, \"Change Skin Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2023-05-16 17:21:00.000000+00:00\", \"2019-09-21 06:53:32.000000+00:00\", \"2019-11-25 02:51:00.000000+00:00\", \"2021-08-25 10:04:05.000000+00:00\", \"2021-02-27 21:46:39.000000+00:00\", \"2019-09-15 00:51:34.000000+00:00\", \"2019-03-19 02:40:10.000000+00:00\", \"2021-05-23 14:39:26.000000+00:00\"], \"session_ids\": [\"0c71b3e4-b7a7-4d89-becc-c6b1c85873f6\", \"cace61fb-16c0-4345-9181-7847690490d2\", \"7649d460-8fc8-48ad-8b3c-f6bfbb6bd24d\", \"7eb7be9d-9a80-49de-bb8f-6a9ec3973701\", \"af65d58b-9de5-4db0-b1f2-e6646675d531\", \"42efd3a3-8aac-4d35-a8c9-5e5f2351e91e\", \"4ef6f2c6-8a7d-46d4-bd09-2c74060a0b44\", \"153c21df-1dae-4b8e-b797-a1b14f2d31fa\"], \"total_duration\": 418.0, \"total_sessions\": 8, \"mean_week_duration\": 1.926}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about 2 users who aren't residing in cities Nairobi, Ho Chi Minh City, Reykjavik, Zurich, Beijing, Moscow, Tegucigalpa, Singapore City and execute sorting by app usage time per week in desc 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{\"11821\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-01-03 17:50:17.000000+00:00\", \"2022-02-02 06:17:29.000000+00:00\"], \"session_ids\": [\"2aba4ae9-866c-417c-b7c8-d683ad9d2e23\", \"b9b4a68b-1dd5-4a85-a78b-4f4d31e5c65d\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 4.354}, \"43181\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-06-29 15:00:04.000000+00:00\", \"2022-11-13 14:32:10.000000+00:00\", \"2023-05-31 17:14:24.000000+00:00\"], \"session_ids\": [\"9c6f0dda-c0bb-4ff0-89a1-0ec5b7977fd1\", \"1b077129-4ee1-4498-b984-86b7a6869fc4\", \"20b4ee6f-24f3-4d19-b1f2-6c75cc9b0e14\"], \"total_duration\": 549.0, \"total_sessions\": 3, \"mean_week_duration\": 11.438}, \"72621\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-01-04 11:34:58.000000+00:00\", \"2022-11-26 15:07:41.000000+00:00\", \"2022-08-01 04:27:15.000000+00:00\", \"2019-10-23 17:52:20.000000+00:00\"], \"session_ids\": [\"f15d5352-1b86-4999-9b37-66e8243beeeb\", \"43b034c8-a309-4ea4-a2dc-96b9fd52076d\", \"82d63242-d6f2-4137-9093-9f5a92bf839a\", \"4568f564-cdfd-4fda-8296-189f70011893\"], \"total_duration\": 1974.0, \"total_sessions\": 4, \"mean_week_duration\": 12.185}, \"61285\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-09-21 14:39:41.000000+00:00\", \"2019-03-12 11:35:54.000000+00:00\"], \"session_ids\": [\"7e376844-c458-4e20-acf3-7d119308a2ab\", \"dc358698-9c61-44b7-a8e6-ec290f8ecc84\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.263}, \"31711\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-18 12:37:07.000000+00:00\", \"2022-02-07 16:50:43.000000+00:00\"], \"session_ids\": [\"678a2932-06bd-4717-b74d-ead4330119c4\", \"a1b10ebf-f947-40cf-97b8-e457debb0ca8\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.841}, \"66074\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-03-26 00:48:36.000000+00:00\", \"2020-04-06 05:42:21.000000+00:00\", \"2022-02-21 11:17:39.000000+00:00\"], \"session_ids\": [\"42eb0577-faf8-4695-94de-9290fcab5047\", \"eaa16ede-6fe5-4c09-bd98-76014231061d\", \"c7ff98c0-3633-4e92-92be-8e925ab2c568\"], \"total_duration\": 626.0, \"total_sessions\": 3, \"mean_week_duration\": 6.078}, \"19695\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-08 10:05:38.000000+00:00\", \"2020-01-21 08:01:37.000000+00:00\"], \"session_ids\": [\"6b32d906-ce7e-46cc-aee2-1e4370729e84\", \"311221d1-0efb-4749-ab2f-6527e29f96e1\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.612}, \"91127\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Sydney\", \"datetimes\": [\"2022-11-22 17:27:08.000000+00:00\", \"2022-08-17 01:13:53.000000+00:00\"], \"session_ids\": [\"c752b988-419f-4855-b61f-6c1aafe798a6\", \"437b9745-7e46-4761-b44d-8252912999d3\"], \"total_duration\": 165.0, \"total_sessions\": 2, \"mean_week_duration\": 11.786}, \"28338\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-10-01 08:01:50.000000+00:00\", \"2019-03-04 15:31:03.000000+00:00\", \"2019-11-25 05:51:10.000000+00:00\"], \"session_ids\": [\"2e008749-0d47-47bc-b7a8-d571aff5b6c1\", \"544b11af-5c66-4a1c-99cf-28ac507cd0a8\", \"3eb031d9-19e9-4ef0-aa43-e3d8cec23a4d\"], \"total_duration\": 732.0, \"total_sessions\": 3, \"mean_week_duration\": 19.263}, \"38634\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-09-28 12:55:34.000000+00:00\", \"2022-02-16 12:23:15.000000+00:00\", \"2021-10-11 19:46:16.000000+00:00\"], \"session_ids\": [\"bc3660ee-9281-473a-81f6-3227f73c12cb\", \"c01cf437-e228-44e0-acc3-0185ad05e2e7\", \"d1bdf974-5551-4560-9f23-7d84a334b96c\"], \"total_duration\": 761.0, \"total_sessions\": 3, \"mean_week_duration\": 10.425}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Nairobi, Ho Chi Minh City, Reykjavik, Zurich, Beijing, Moscow, Tegucigalpa, Singapore City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Nairobi\", \"Ho Chi Minh City\", \"Reykjavik\", \"Zurich\", \"Beijing\", \"Moscow\", \"Tegucigalpa\", \"Singapore City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"11821\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-01-03 17:50:17.000000+00:00\", \"2022-02-02 06:17:29.000000+00:00\"], \"session_ids\": [\"2aba4ae9-866c-417c-b7c8-d683ad9d2e23\", \"b9b4a68b-1dd5-4a85-a78b-4f4d31e5c65d\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 4.354}, \"43181\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-06-29 15:00:04.000000+00:00\", \"2022-11-13 14:32:10.000000+00:00\", \"2023-05-31 17:14:24.000000+00:00\"], \"session_ids\": [\"9c6f0dda-c0bb-4ff0-89a1-0ec5b7977fd1\", \"1b077129-4ee1-4498-b984-86b7a6869fc4\", \"20b4ee6f-24f3-4d19-b1f2-6c75cc9b0e14\"], \"total_duration\": 549.0, \"total_sessions\": 3, \"mean_week_duration\": 11.438}, \"72621\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-01-04 11:34:58.000000+00:00\", \"2022-11-26 15:07:41.000000+00:00\", \"2022-08-01 04:27:15.000000+00:00\", \"2019-10-23 17:52:20.000000+00:00\"], \"session_ids\": [\"f15d5352-1b86-4999-9b37-66e8243beeeb\", \"43b034c8-a309-4ea4-a2dc-96b9fd52076d\", \"82d63242-d6f2-4137-9093-9f5a92bf839a\", \"4568f564-cdfd-4fda-8296-189f70011893\"], \"total_duration\": 1974.0, \"total_sessions\": 4, \"mean_week_duration\": 12.185}, \"61285\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-09-21 14:39:41.000000+00:00\", \"2019-03-12 11:35:54.000000+00:00\"], \"session_ids\": [\"7e376844-c458-4e20-acf3-7d119308a2ab\", \"dc358698-9c61-44b7-a8e6-ec290f8ecc84\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.263}, \"31711\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-18 12:37:07.000000+00:00\", \"2022-02-07 16:50:43.000000+00:00\"], \"session_ids\": [\"678a2932-06bd-4717-b74d-ead4330119c4\", \"a1b10ebf-f947-40cf-97b8-e457debb0ca8\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.841}, \"66074\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-03-26 00:48:36.000000+00:00\", \"2020-04-06 05:42:21.000000+00:00\", \"2022-02-21 11:17:39.000000+00:00\"], \"session_ids\": [\"42eb0577-faf8-4695-94de-9290fcab5047\", \"eaa16ede-6fe5-4c09-bd98-76014231061d\", \"c7ff98c0-3633-4e92-92be-8e925ab2c568\"], \"total_duration\": 626.0, \"total_sessions\": 3, \"mean_week_duration\": 6.078}, \"19695\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-08 10:05:38.000000+00:00\", \"2020-01-21 08:01:37.000000+00:00\"], \"session_ids\": [\"6b32d906-ce7e-46cc-aee2-1e4370729e84\", \"311221d1-0efb-4749-ab2f-6527e29f96e1\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.612}, \"91127\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Sydney\", \"datetimes\": [\"2022-11-22 17:27:08.000000+00:00\", \"2022-08-17 01:13:53.000000+00:00\"], \"session_ids\": [\"c752b988-419f-4855-b61f-6c1aafe798a6\", \"437b9745-7e46-4761-b44d-8252912999d3\"], \"total_duration\": 165.0, \"total_sessions\": 2, \"mean_week_duration\": 11.786}, \"28338\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-10-01 08:01:50.000000+00:00\", \"2019-03-04 15:31:03.000000+00:00\", \"2019-11-25 05:51:10.000000+00:00\"], \"session_ids\": [\"2e008749-0d47-47bc-b7a8-d571aff5b6c1\", \"544b11af-5c66-4a1c-99cf-28ac507cd0a8\", \"3eb031d9-19e9-4ef0-aa43-e3d8cec23a4d\"], \"total_duration\": 732.0, \"total_sessions\": 3, \"mean_week_duration\": 19.263}, \"38634\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-09-28 12:55:34.000000+00:00\", \"2022-02-16 12:23:15.000000+00:00\", \"2021-10-11 19:46:16.000000+00:00\"], \"session_ids\": [\"bc3660ee-9281-473a-81f6-3227f73c12cb\", \"c01cf437-e228-44e0-acc3-0185ad05e2e7\", \"d1bdf974-5551-4560-9f23-7d84a334b96c\"], \"total_duration\": 761.0, \"total_sessions\": 3, \"mean_week_duration\": 10.425}}\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[{\"28338\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-10-01 08:01:50.000000+00:00\", \"2019-03-04 15:31:03.000000+00:00\", \"2019-11-25 05:51:10.000000+00:00\"], \"session_ids\": [\"2e008749-0d47-47bc-b7a8-d571aff5b6c1\", \"544b11af-5c66-4a1c-99cf-28ac507cd0a8\", \"3eb031d9-19e9-4ef0-aa43-e3d8cec23a4d\"], \"total_duration\": 732.0, \"total_sessions\": 3, \"mean_week_duration\": 19.263}}, {\"72621\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-01-04 11:34:58.000000+00:00\", \"2022-11-26 15:07:41.000000+00:00\", \"2022-08-01 04:27:15.000000+00:00\", \"2019-10-23 17:52:20.000000+00:00\"], \"session_ids\": [\"f15d5352-1b86-4999-9b37-66e8243beeeb\", \"43b034c8-a309-4ea4-a2dc-96b9fd52076d\", \"82d63242-d6f2-4137-9093-9f5a92bf839a\", \"4568f564-cdfd-4fda-8296-189f70011893\"], \"total_duration\": 1974.0, \"total_sessions\": 4, \"mean_week_duration\": 12.185}}, {\"91127\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Sydney\", \"datetimes\": [\"2022-11-22 17:27:08.000000+00:00\", \"2022-08-17 01:13:53.000000+00:00\"], \"session_ids\": [\"c752b988-419f-4855-b61f-6c1aafe798a6\", \"437b9745-7e46-4761-b44d-8252912999d3\"], \"total_duration\": 165.0, \"total_sessions\": 2, \"mean_week_duration\": 11.786}}, {\"43181\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-06-29 15:00:04.000000+00:00\", \"2022-11-13 14:32:10.000000+00:00\", \"2023-05-31 17:14:24.000000+00:00\"], \"session_ids\": [\"9c6f0dda-c0bb-4ff0-89a1-0ec5b7977fd1\", \"1b077129-4ee1-4498-b984-86b7a6869fc4\", \"20b4ee6f-24f3-4d19-b1f2-6c75cc9b0e14\"], \"total_duration\": 549.0, \"total_sessions\": 3, \"mean_week_duration\": 11.438}}, {\"38634\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-09-28 12:55:34.000000+00:00\", \"2022-02-16 12:23:15.000000+00:00\", \"2021-10-11 19:46:16.000000+00:00\"], \"session_ids\": [\"bc3660ee-9281-473a-81f6-3227f73c12cb\", \"c01cf437-e228-44e0-acc3-0185ad05e2e7\", \"d1bdf974-5551-4560-9f23-7d84a334b96c\"], \"total_duration\": 761.0, \"total_sessions\": 3, \"mean_week_duration\": 10.425}}, {\"66074\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-03-26 00:48:36.000000+00:00\", \"2020-04-06 05:42:21.000000+00:00\", \"2022-02-21 11:17:39.000000+00:00\"], \"session_ids\": [\"42eb0577-faf8-4695-94de-9290fcab5047\", \"eaa16ede-6fe5-4c09-bd98-76014231061d\", \"c7ff98c0-3633-4e92-92be-8e925ab2c568\"], \"total_duration\": 626.0, \"total_sessions\": 3, \"mean_week_duration\": 6.078}}, {\"11821\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-01-03 17:50:17.000000+00:00\", \"2022-02-02 06:17:29.000000+00:00\"], \"session_ids\": [\"2aba4ae9-866c-417c-b7c8-d683ad9d2e23\", \"b9b4a68b-1dd5-4a85-a78b-4f4d31e5c65d\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 4.354}}, {\"31711\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-18 12:37:07.000000+00:00\", \"2022-02-07 16:50:43.000000+00:00\"], \"session_ids\": [\"678a2932-06bd-4717-b74d-ead4330119c4\", \"a1b10ebf-f947-40cf-97b8-e457debb0ca8\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.841}}, {\"19695\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-08 10:05:38.000000+00:00\", \"2020-01-21 08:01:37.000000+00:00\"], \"session_ids\": [\"6b32d906-ce7e-46cc-aee2-1e4370729e84\", \"311221d1-0efb-4749-ab2f-6527e29f96e1\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.612}}, {\"61285\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-09-21 14:39:41.000000+00:00\", \"2019-03-12 11:35:54.000000+00:00\"], \"session_ids\": [\"7e376844-c458-4e20-acf3-7d119308a2ab\", \"dc358698-9c61-44b7-a8e6-ec290f8ecc84\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.263}}]\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[{\"28338\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-10-01 08:01:50.000000+00:00\", \"2019-03-04 15:31:03.000000+00:00\", \"2019-11-25 05:51:10.000000+00:00\"], \"session_ids\": [\"2e008749-0d47-47bc-b7a8-d571aff5b6c1\", \"544b11af-5c66-4a1c-99cf-28ac507cd0a8\", \"3eb031d9-19e9-4ef0-aa43-e3d8cec23a4d\"], \"total_duration\": 732.0, \"total_sessions\": 3, \"mean_week_duration\": 19.263}}, {\"72621\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-01-04 11:34:58.000000+00:00\", \"2022-11-26 15:07:41.000000+00:00\", \"2022-08-01 04:27:15.000000+00:00\", \"2019-10-23 17:52:20.000000+00:00\"], \"session_ids\": [\"f15d5352-1b86-4999-9b37-66e8243beeeb\", \"43b034c8-a309-4ea4-a2dc-96b9fd52076d\", \"82d63242-d6f2-4137-9093-9f5a92bf839a\", \"4568f564-cdfd-4fda-8296-189f70011893\"], \"total_duration\": 1974.0, \"total_sessions\": 4, \"mean_week_duration\": 12.185}}]\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[{\"28338\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-10-01 08:01:50.000000+00:00\", \"2019-03-04 15:31:03.000000+00:00\", \"2019-11-25 05:51:10.000000+00:00\"], \"session_ids\": [\"2e008749-0d47-47bc-b7a8-d571aff5b6c1\", \"544b11af-5c66-4a1c-99cf-28ac507cd0a8\", \"3eb031d9-19e9-4ef0-aa43-e3d8cec23a4d\"], \"total_duration\": 732.0, \"total_sessions\": 3, \"mean_week_duration\": 19.263}}, {\"72621\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-01-04 11:34:58.000000+00:00\", \"2022-11-26 15:07:41.000000+00:00\", \"2022-08-01 04:27:15.000000+00:00\", \"2019-10-23 17:52:20.000000+00:00\"], \"session_ids\": [\"f15d5352-1b86-4999-9b37-66e8243beeeb\", \"43b034c8-a309-4ea4-a2dc-96b9fd52076d\", \"82d63242-d6f2-4137-9093-9f5a92bf839a\", \"4568f564-cdfd-4fda-8296-189f70011893\"], \"total_duration\": 1974.0, \"total_sessions\": 4, \"mean_week_duration\": 12.185}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about 4 users who have mean week duration smaller than 45 and strictly bigger than 5 plus sort by town name risingly."
}
] |
[
{
"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{\"46461\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-06-01 14:11:15.000000+00:00\", \"2019-11-23 23:01:22.000000+00:00\"], \"session_ids\": [\"6cfec140-29f4-489b-a2f8-d63cbed4331e\", \"a38cceaf-f6df-4e57-adcb-c93d065a6f56\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 4.607}, \"40363\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-03-15 22:48:06.000000+00:00\", \"2021-03-12 15:14:10.000000+00:00\", \"2023-01-23 14:17:20.000000+00:00\", \"2021-04-20 15:31:07.000000+00:00\", \"2022-04-23 23:51:52.000000+00:00\", \"2022-10-03 11:32:22.000000+00:00\", \"2022-08-18 09:28:52.000000+00:00\", \"2019-11-23 01:24:59.000000+00:00\", \"2022-04-18 06:40:53.000000+00:00\"], \"session_ids\": [\"4c86956e-a989-4816-b330-f1bda93ff6c8\", \"50b4f859-24ca-4ca6-a805-f1d45c1493da\", \"c9e4ca7d-13bc-40e8-bb13-97b2a996bf66\", \"4e356da6-50f2-4edf-adfe-e0c955f4ff94\", \"d659b654-9d42-4363-984f-a6747e5c525a\", \"e351cda4-5bbe-4b3c-9329-478fba60e4f4\", \"03febabc-13ab-45b8-a507-dd2e08cdd7cf\", \"3f96dd6e-a0d3-4bd6-930e-e4281d17185f\", \"b35fc3a7-871d-4587-972e-130d33d534fb\"], \"total_duration\": 295.0, \"total_sessions\": 9, \"mean_week_duration\": 1.705}, \"52156\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-29 11:39:57.000000+00:00\", \"2022-09-05 13:04:12.000000+00:00\"], \"session_ids\": [\"e38c6018-190e-4a00-ae85-f2b07f4294ab\", \"f06a8279-ff30-488d-93e7-d11d1f1ac99b\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 13.25}, \"42110\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-05-16 05:28:12.000000+00:00\", \"2019-10-19 12:08:04.000000+00:00\", \"2021-12-11 05:38:13.000000+00:00\", \"2020-11-14 22:55:24.000000+00:00\", \"2019-05-23 02:18:38.000000+00:00\"], \"session_ids\": [\"3ff37427-e629-49a5-b817-047bb639e074\", \"40c06a9a-5066-46ea-a111-5b6fc704d56d\", \"4fb21133-4abb-4cd0-a388-2f7baee20231\", \"1e19f3d2-a12c-4647-bc5b-e6de1afd22f0\", \"1e83653f-81f5-40ca-acd5-4a9bc1803a7f\"], \"total_duration\": 3561.0, \"total_sessions\": 5, \"mean_week_duration\": 17.12}, \"7849\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-22 00:04:26.000000+00:00\", \"2019-08-19 21:04:36.000000+00:00\"], \"session_ids\": [\"db040e51-4d92-4937-ad93-ec04a27e6973\", \"c9e6369e-4fe2-4f97-9655-dd8a51862c5e\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 9.222}, \"66511\": {\"keyflows\": {\"Sign In Flow\": 11, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-06-01 08:35:52.000000+00:00\", \"2023-03-04 02:26:30.000000+00:00\", \"2021-03-24 00:54:27.000000+00:00\", \"2021-04-03 13:16:33.000000+00:00\", \"2023-06-04 00:51:31.000000+00:00\", \"2019-09-02 14:17:11.000000+00:00\", \"2019-08-10 00:06:21.000000+00:00\"], \"session_ids\": [\"0be1086b-2bee-4b6b-937e-b85e9d2b349b\", \"765fa182-8128-4110-9398-759c9cda35f4\", \"5d0622a7-72ec-4caf-976d-c5d990eb13f0\", \"8b27d028-3811-4e9c-8c48-2b84632ed6ec\", \"cc2e1fb9-0184-4e8d-929d-6b86f7bcb2d5\", \"21a7876a-8a5d-47cb-a8c0-20df2e99b757\", \"bed522e3-5520-4374-a8ab-ff655ba7a906\"], \"total_duration\": 8160.0, \"total_sessions\": 7, \"mean_week_duration\": 39.043}, \"75398\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-10-14 18:59:43.000000+00:00\", \"2022-01-24 11:18:12.000000+00:00\"], \"session_ids\": [\"0825d1e1-e70e-40e0-8f5b-fc076b767f4f\", \"8c4c0d67-3431-4e8e-bba0-9b6abd303f58\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 8.0}, \"79041\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-07-14 01:52:08.000000+00:00\", \"2020-07-03 03:52:48.000000+00:00\", \"2021-02-04 08:14:44.000000+00:00\", \"2019-07-07 08:21:52.000000+00:00\", \"2021-06-18 16:08:12.000000+00:00\"], \"session_ids\": [\"b3c121d5-831d-46c5-a3b6-49b603752655\", \"48a8b6d3-29fc-4503-9245-7631b11cb8e3\", \"47c8ce4d-a4a4-49ea-86a3-a7d5e900c334\", \"668461be-3e08-4426-95b4-d90fabccd720\", \"cb19f255-2a88-4bc4-a564-6488280a7cf6\"], \"total_duration\": 198.0, \"total_sessions\": 5, \"mean_week_duration\": 1.253}, \"57016\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-07-22 09:23:51.000000+00:00\", \"2019-02-06 11:35:48.000000+00:00\"], \"session_ids\": [\"48ed7c50-dc57-45fa-80be-65922b546550\", \"034f45a6-01ac-40eb-8819-09b7c6563b03\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 1.092}, \"5988\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-02-21 09:07:46.000000+00:00\", \"2021-03-23 03:57:58.000000+00:00\"], \"session_ids\": [\"5843814c-974b-465d-9ccd-b857895e7083\", \"5894a5c8-e6da-43e7-8169-02b480db63a3\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.183}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are greater than 5 and are equal or less than 45"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[5, 45]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"52156\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-29 11:39:57.000000+00:00\", \"2022-09-05 13:04:12.000000+00:00\"], \"session_ids\": [\"e38c6018-190e-4a00-ae85-f2b07f4294ab\", \"f06a8279-ff30-488d-93e7-d11d1f1ac99b\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 13.25}, \"42110\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-05-16 05:28:12.000000+00:00\", \"2019-10-19 12:08:04.000000+00:00\", \"2021-12-11 05:38:13.000000+00:00\", \"2020-11-14 22:55:24.000000+00:00\", \"2019-05-23 02:18:38.000000+00:00\"], \"session_ids\": [\"3ff37427-e629-49a5-b817-047bb639e074\", \"40c06a9a-5066-46ea-a111-5b6fc704d56d\", \"4fb21133-4abb-4cd0-a388-2f7baee20231\", \"1e19f3d2-a12c-4647-bc5b-e6de1afd22f0\", \"1e83653f-81f5-40ca-acd5-4a9bc1803a7f\"], \"total_duration\": 3561.0, \"total_sessions\": 5, \"mean_week_duration\": 17.12}, \"7849\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-22 00:04:26.000000+00:00\", \"2019-08-19 21:04:36.000000+00:00\"], \"session_ids\": [\"db040e51-4d92-4937-ad93-ec04a27e6973\", \"c9e6369e-4fe2-4f97-9655-dd8a51862c5e\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 9.222}, \"66511\": {\"keyflows\": {\"Sign In Flow\": 11, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-06-01 08:35:52.000000+00:00\", \"2023-03-04 02:26:30.000000+00:00\", \"2021-03-24 00:54:27.000000+00:00\", \"2021-04-03 13:16:33.000000+00:00\", \"2023-06-04 00:51:31.000000+00:00\", \"2019-09-02 14:17:11.000000+00:00\", \"2019-08-10 00:06:21.000000+00:00\"], \"session_ids\": [\"0be1086b-2bee-4b6b-937e-b85e9d2b349b\", \"765fa182-8128-4110-9398-759c9cda35f4\", \"5d0622a7-72ec-4caf-976d-c5d990eb13f0\", \"8b27d028-3811-4e9c-8c48-2b84632ed6ec\", \"cc2e1fb9-0184-4e8d-929d-6b86f7bcb2d5\", \"21a7876a-8a5d-47cb-a8c0-20df2e99b757\", \"bed522e3-5520-4374-a8ab-ff655ba7a906\"], \"total_duration\": 8160.0, \"total_sessions\": 7, \"mean_week_duration\": 39.043}, \"75398\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-10-14 18:59:43.000000+00:00\", \"2022-01-24 11:18:12.000000+00:00\"], \"session_ids\": [\"0825d1e1-e70e-40e0-8f5b-fc076b767f4f\", \"8c4c0d67-3431-4e8e-bba0-9b6abd303f58\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 8.0}}\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[{\"75398\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-10-14 18:59:43.000000+00:00\", \"2022-01-24 11:18:12.000000+00:00\"], \"session_ids\": [\"0825d1e1-e70e-40e0-8f5b-fc076b767f4f\", \"8c4c0d67-3431-4e8e-bba0-9b6abd303f58\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 8.0}}, {\"42110\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-05-16 05:28:12.000000+00:00\", \"2019-10-19 12:08:04.000000+00:00\", \"2021-12-11 05:38:13.000000+00:00\", \"2020-11-14 22:55:24.000000+00:00\", \"2019-05-23 02:18:38.000000+00:00\"], \"session_ids\": [\"3ff37427-e629-49a5-b817-047bb639e074\", \"40c06a9a-5066-46ea-a111-5b6fc704d56d\", \"4fb21133-4abb-4cd0-a388-2f7baee20231\", \"1e19f3d2-a12c-4647-bc5b-e6de1afd22f0\", \"1e83653f-81f5-40ca-acd5-4a9bc1803a7f\"], \"total_duration\": 3561.0, \"total_sessions\": 5, \"mean_week_duration\": 17.12}}, {\"52156\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-29 11:39:57.000000+00:00\", \"2022-09-05 13:04:12.000000+00:00\"], \"session_ids\": [\"e38c6018-190e-4a00-ae85-f2b07f4294ab\", \"f06a8279-ff30-488d-93e7-d11d1f1ac99b\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 13.25}}, {\"66511\": {\"keyflows\": {\"Sign In Flow\": 11, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-06-01 08:35:52.000000+00:00\", \"2023-03-04 02:26:30.000000+00:00\", \"2021-03-24 00:54:27.000000+00:00\", \"2021-04-03 13:16:33.000000+00:00\", \"2023-06-04 00:51:31.000000+00:00\", \"2019-09-02 14:17:11.000000+00:00\", \"2019-08-10 00:06:21.000000+00:00\"], \"session_ids\": [\"0be1086b-2bee-4b6b-937e-b85e9d2b349b\", \"765fa182-8128-4110-9398-759c9cda35f4\", \"5d0622a7-72ec-4caf-976d-c5d990eb13f0\", \"8b27d028-3811-4e9c-8c48-2b84632ed6ec\", \"cc2e1fb9-0184-4e8d-929d-6b86f7bcb2d5\", \"21a7876a-8a5d-47cb-a8c0-20df2e99b757\", \"bed522e3-5520-4374-a8ab-ff655ba7a906\"], \"total_duration\": 8160.0, \"total_sessions\": 7, \"mean_week_duration\": 39.043}}, {\"7849\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-22 00:04:26.000000+00:00\", \"2019-08-19 21:04:36.000000+00:00\"], \"session_ids\": [\"db040e51-4d92-4937-ad93-ec04a27e6973\", \"c9e6369e-4fe2-4f97-9655-dd8a51862c5e\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 9.222}}]\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[{\"75398\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-10-14 18:59:43.000000+00:00\", \"2022-01-24 11:18:12.000000+00:00\"], \"session_ids\": [\"0825d1e1-e70e-40e0-8f5b-fc076b767f4f\", \"8c4c0d67-3431-4e8e-bba0-9b6abd303f58\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 8.0}}, {\"42110\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-05-16 05:28:12.000000+00:00\", \"2019-10-19 12:08:04.000000+00:00\", \"2021-12-11 05:38:13.000000+00:00\", \"2020-11-14 22:55:24.000000+00:00\", \"2019-05-23 02:18:38.000000+00:00\"], \"session_ids\": [\"3ff37427-e629-49a5-b817-047bb639e074\", \"40c06a9a-5066-46ea-a111-5b6fc704d56d\", \"4fb21133-4abb-4cd0-a388-2f7baee20231\", \"1e19f3d2-a12c-4647-bc5b-e6de1afd22f0\", \"1e83653f-81f5-40ca-acd5-4a9bc1803a7f\"], \"total_duration\": 3561.0, \"total_sessions\": 5, \"mean_week_duration\": 17.12}}, {\"52156\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-29 11:39:57.000000+00:00\", \"2022-09-05 13:04:12.000000+00:00\"], \"session_ids\": [\"e38c6018-190e-4a00-ae85-f2b07f4294ab\", \"f06a8279-ff30-488d-93e7-d11d1f1ac99b\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 13.25}}, {\"66511\": {\"keyflows\": {\"Sign In Flow\": 11, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-06-01 08:35:52.000000+00:00\", \"2023-03-04 02:26:30.000000+00:00\", \"2021-03-24 00:54:27.000000+00:00\", \"2021-04-03 13:16:33.000000+00:00\", \"2023-06-04 00:51:31.000000+00:00\", \"2019-09-02 14:17:11.000000+00:00\", \"2019-08-10 00:06:21.000000+00:00\"], \"session_ids\": [\"0be1086b-2bee-4b6b-937e-b85e9d2b349b\", \"765fa182-8128-4110-9398-759c9cda35f4\", \"5d0622a7-72ec-4caf-976d-c5d990eb13f0\", \"8b27d028-3811-4e9c-8c48-2b84632ed6ec\", \"cc2e1fb9-0184-4e8d-929d-6b86f7bcb2d5\", \"21a7876a-8a5d-47cb-a8c0-20df2e99b757\", \"bed522e3-5520-4374-a8ab-ff655ba7a906\"], \"total_duration\": 8160.0, \"total_sessions\": 7, \"mean_week_duration\": 39.043}}]\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[{\"75398\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-10-14 18:59:43.000000+00:00\", \"2022-01-24 11:18:12.000000+00:00\"], \"session_ids\": [\"0825d1e1-e70e-40e0-8f5b-fc076b767f4f\", \"8c4c0d67-3431-4e8e-bba0-9b6abd303f58\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 8.0}}, {\"42110\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-05-16 05:28:12.000000+00:00\", \"2019-10-19 12:08:04.000000+00:00\", \"2021-12-11 05:38:13.000000+00:00\", \"2020-11-14 22:55:24.000000+00:00\", \"2019-05-23 02:18:38.000000+00:00\"], \"session_ids\": [\"3ff37427-e629-49a5-b817-047bb639e074\", \"40c06a9a-5066-46ea-a111-5b6fc704d56d\", \"4fb21133-4abb-4cd0-a388-2f7baee20231\", \"1e19f3d2-a12c-4647-bc5b-e6de1afd22f0\", \"1e83653f-81f5-40ca-acd5-4a9bc1803a7f\"], \"total_duration\": 3561.0, \"total_sessions\": 5, \"mean_week_duration\": 17.12}}, {\"52156\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-29 11:39:57.000000+00:00\", \"2022-09-05 13:04:12.000000+00:00\"], \"session_ids\": [\"e38c6018-190e-4a00-ae85-f2b07f4294ab\", \"f06a8279-ff30-488d-93e7-d11d1f1ac99b\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 13.25}}, {\"66511\": {\"keyflows\": {\"Sign In Flow\": 11, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-06-01 08:35:52.000000+00:00\", \"2023-03-04 02:26:30.000000+00:00\", \"2021-03-24 00:54:27.000000+00:00\", \"2021-04-03 13:16:33.000000+00:00\", \"2023-06-04 00:51:31.000000+00:00\", \"2019-09-02 14:17:11.000000+00:00\", \"2019-08-10 00:06:21.000000+00:00\"], \"session_ids\": [\"0be1086b-2bee-4b6b-937e-b85e9d2b349b\", \"765fa182-8128-4110-9398-759c9cda35f4\", \"5d0622a7-72ec-4caf-976d-c5d990eb13f0\", \"8b27d028-3811-4e9c-8c48-2b84632ed6ec\", \"cc2e1fb9-0184-4e8d-929d-6b86f7bcb2d5\", \"21a7876a-8a5d-47cb-a8c0-20df2e99b757\", \"bed522e3-5520-4374-a8ab-ff655ba7a906\"], \"total_duration\": 8160.0, \"total_sessions\": 7, \"mean_week_duration\": 39.043}}]\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": "I'd like to be informed about users whose site usage time is greater than 4808 and less than 386 (both not including) and in addition apply sorting by total sessions risingly plus provide me only with 4 pieces of information."
}
] |
[
{
"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{\"35441\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-19 21:11:08.000000+00:00\", \"2022-01-13 04:38:58.000000+00:00\", \"2023-05-30 18:41:52.000000+00:00\", \"2021-06-14 03:54:03.000000+00:00\", \"2019-05-17 04:53:19.000000+00:00\", \"2021-10-04 08:51:07.000000+00:00\", \"2023-06-19 12:29:01.000000+00:00\"], \"session_ids\": [\"aa45ac61-7cf7-4861-a774-675a574a0708\", \"a2af5b23-7a8d-42aa-b7f5-c0fa9a5cb042\", \"f396e1af-84cf-4b89-ac3b-d7354442d4c6\", \"1b2d6c70-0ced-4c39-a7e8-4fc64b3ceeb9\", \"a976f0e0-bdab-4aed-b4b5-6b92f960012a\", \"2c2d4b47-fcb9-495c-ba3c-680db43fdd9a\", \"69a09b05-6645-43d2-bd37-b7e82536c9a4\"], \"total_duration\": 10290.0, \"total_sessions\": 7, \"mean_week_duration\": 48.084}, \"92048\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-09-14 10:29:19.000000+00:00\", \"2019-05-05 02:43:40.000000+00:00\", \"2022-06-05 12:19:51.000000+00:00\"], \"session_ids\": [\"41d65ba5-31a8-47a1-a2cf-f4f10daa5a6e\", \"1e7fef2b-6241-4090-8884-97de8d5824aa\", \"f60f9198-8b0e-426d-ad9f-83878177825e\"], \"total_duration\": 158.0, \"total_sessions\": 3, \"mean_week_duration\": 0.898}, \"15985\": {\"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\": \"Panama City\", \"datetimes\": [\"2019-10-07 06:24:40.000000+00:00\", \"2021-08-07 11:28:28.000000+00:00\"], \"session_ids\": [\"1de98d0e-2535-4f7f-ba53-212ae0ffd267\", \"52c86206-4572-4c2f-87e2-29fed6b6266a\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 1.583}, \"65544\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-10-19 16:19:27.000000+00:00\", \"2021-04-19 19:36:42.000000+00:00\", \"2021-07-28 16:54:29.000000+00:00\"], \"session_ids\": [\"4b89d125-129b-498f-b960-1d575005410e\", \"32047b8f-0bab-4409-9e4b-7cec1679ba9c\", \"a0fd74e7-832b-4218-aaf3-23d0e961f683\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 3.038}, \"29521\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-07-19 04:45:13.000000+00:00\", \"2020-07-14 23:15:43.000000+00:00\"], \"session_ids\": [\"ed79543b-f17a-4d96-93b9-5a58625a9ab2\", \"fda12e36-e6b9-4eca-aee3-effa635584b6\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 1.781}, \"66050\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 5}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-19 06:40:13.000000+00:00\", \"2021-11-16 17:18:58.000000+00:00\", \"2021-10-25 02:36:15.000000+00:00\", \"2020-09-19 08:37:53.000000+00:00\"], \"session_ids\": [\"1f4e6b1b-dc4c-49f8-a2f1-2cc6829a4c5b\", \"7e87615f-0975-4d0f-bff1-0527564e0255\", \"f90df8f2-5b9d-4a62-ab9b-ab7e5e56436a\", \"56c6d6b7-a061-4520-8e8f-86db6b5a7038\"], \"total_duration\": 680.0, \"total_sessions\": 4, \"mean_week_duration\": 10.462}, \"92658\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-09-21 07:08:11.000000+00:00\", \"2020-01-05 10:08:34.000000+00:00\", \"2019-12-03 12:12:11.000000+00:00\"], \"session_ids\": [\"519f129b-9377-4a83-9fe2-653433838a39\", \"042109dc-fd10-44e8-b95b-8e66ad69c1bc\", \"179a1737-0f42-4150-b605-af83902cde5c\"], \"total_duration\": 67.0, \"total_sessions\": 3, \"mean_week_duration\": 1.595}, \"24796\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-03-23 10:40:03.000000+00:00\", \"2019-11-07 12:55:53.000000+00:00\"], \"session_ids\": [\"0edce75b-3006-44e7-ad31-0089ba465e15\", \"30b42e0d-289b-4fbc-b6a0-45b29bf5c70a\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.312}, \"92437\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-02-24 15:51:01.000000+00:00\", \"2022-10-08 17:51:38.000000+00:00\"], \"session_ids\": [\"5fefb309-e107-40b9-ae57-7bfaa7f4c691\", \"d14457f7-5379-47ef-ad9c-df259e613c0f\"], \"total_duration\": 474.0, \"total_sessions\": 2, \"mean_week_duration\": 2.508}, \"41169\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-04-18 12:13:11.000000+00:00\", \"2019-02-17 17:52:43.000000+00:00\"], \"session_ids\": [\"a85a19f6-c426-4136-b84d-c7e9b99debeb\", \"120a3caa-4fa4-44ee-ad50-b92c32849261\"], \"total_duration\": 431.0, \"total_sessions\": 2, \"mean_week_duration\": 47.889}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are less than 386 and are greater than 4808"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"total_duration\": [[386, 4808]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"92048\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-09-14 10:29:19.000000+00:00\", \"2019-05-05 02:43:40.000000+00:00\", \"2022-06-05 12:19:51.000000+00:00\"], \"session_ids\": [\"41d65ba5-31a8-47a1-a2cf-f4f10daa5a6e\", \"1e7fef2b-6241-4090-8884-97de8d5824aa\", \"f60f9198-8b0e-426d-ad9f-83878177825e\"], \"total_duration\": 158.0, \"total_sessions\": 3, \"mean_week_duration\": 0.898}, \"15985\": {\"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\": \"Panama City\", \"datetimes\": [\"2019-10-07 06:24:40.000000+00:00\", \"2021-08-07 11:28:28.000000+00:00\"], \"session_ids\": [\"1de98d0e-2535-4f7f-ba53-212ae0ffd267\", \"52c86206-4572-4c2f-87e2-29fed6b6266a\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 1.583}, \"65544\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-10-19 16:19:27.000000+00:00\", \"2021-04-19 19:36:42.000000+00:00\", \"2021-07-28 16:54:29.000000+00:00\"], \"session_ids\": [\"4b89d125-129b-498f-b960-1d575005410e\", \"32047b8f-0bab-4409-9e4b-7cec1679ba9c\", \"a0fd74e7-832b-4218-aaf3-23d0e961f683\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 3.038}, \"29521\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-07-19 04:45:13.000000+00:00\", \"2020-07-14 23:15:43.000000+00:00\"], \"session_ids\": [\"ed79543b-f17a-4d96-93b9-5a58625a9ab2\", \"fda12e36-e6b9-4eca-aee3-effa635584b6\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 1.781}, \"92658\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-09-21 07:08:11.000000+00:00\", \"2020-01-05 10:08:34.000000+00:00\", \"2019-12-03 12:12:11.000000+00:00\"], \"session_ids\": [\"519f129b-9377-4a83-9fe2-653433838a39\", \"042109dc-fd10-44e8-b95b-8e66ad69c1bc\", \"179a1737-0f42-4150-b605-af83902cde5c\"], \"total_duration\": 67.0, \"total_sessions\": 3, \"mean_week_duration\": 1.595}, \"24796\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-03-23 10:40:03.000000+00:00\", \"2019-11-07 12:55:53.000000+00:00\"], \"session_ids\": [\"0edce75b-3006-44e7-ad31-0089ba465e15\", \"30b42e0d-289b-4fbc-b6a0-45b29bf5c70a\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.312}, \"35441\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-19 21:11:08.000000+00:00\", \"2022-01-13 04:38:58.000000+00:00\", \"2023-05-30 18:41:52.000000+00:00\", \"2021-06-14 03:54:03.000000+00:00\", \"2019-05-17 04:53:19.000000+00:00\", \"2021-10-04 08:51:07.000000+00:00\", \"2023-06-19 12:29:01.000000+00:00\"], \"session_ids\": [\"aa45ac61-7cf7-4861-a774-675a574a0708\", \"a2af5b23-7a8d-42aa-b7f5-c0fa9a5cb042\", \"f396e1af-84cf-4b89-ac3b-d7354442d4c6\", \"1b2d6c70-0ced-4c39-a7e8-4fc64b3ceeb9\", \"a976f0e0-bdab-4aed-b4b5-6b92f960012a\", \"2c2d4b47-fcb9-495c-ba3c-680db43fdd9a\", \"69a09b05-6645-43d2-bd37-b7e82536c9a4\"], \"total_duration\": 10290.0, \"total_sessions\": 7, \"mean_week_duration\": 48.084}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"15985\": {\"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\": \"Panama City\", \"datetimes\": [\"2019-10-07 06:24:40.000000+00:00\", \"2021-08-07 11:28:28.000000+00:00\"], \"session_ids\": [\"1de98d0e-2535-4f7f-ba53-212ae0ffd267\", \"52c86206-4572-4c2f-87e2-29fed6b6266a\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 1.583}}, {\"29521\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-07-19 04:45:13.000000+00:00\", \"2020-07-14 23:15:43.000000+00:00\"], \"session_ids\": [\"ed79543b-f17a-4d96-93b9-5a58625a9ab2\", \"fda12e36-e6b9-4eca-aee3-effa635584b6\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 1.781}}, {\"24796\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-03-23 10:40:03.000000+00:00\", \"2019-11-07 12:55:53.000000+00:00\"], \"session_ids\": [\"0edce75b-3006-44e7-ad31-0089ba465e15\", \"30b42e0d-289b-4fbc-b6a0-45b29bf5c70a\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.312}}, {\"92048\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-09-14 10:29:19.000000+00:00\", \"2019-05-05 02:43:40.000000+00:00\", \"2022-06-05 12:19:51.000000+00:00\"], \"session_ids\": [\"41d65ba5-31a8-47a1-a2cf-f4f10daa5a6e\", \"1e7fef2b-6241-4090-8884-97de8d5824aa\", \"f60f9198-8b0e-426d-ad9f-83878177825e\"], \"total_duration\": 158.0, \"total_sessions\": 3, \"mean_week_duration\": 0.898}}, {\"65544\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-10-19 16:19:27.000000+00:00\", \"2021-04-19 19:36:42.000000+00:00\", \"2021-07-28 16:54:29.000000+00:00\"], \"session_ids\": [\"4b89d125-129b-498f-b960-1d575005410e\", \"32047b8f-0bab-4409-9e4b-7cec1679ba9c\", \"a0fd74e7-832b-4218-aaf3-23d0e961f683\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 3.038}}, {\"92658\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-09-21 07:08:11.000000+00:00\", \"2020-01-05 10:08:34.000000+00:00\", \"2019-12-03 12:12:11.000000+00:00\"], \"session_ids\": [\"519f129b-9377-4a83-9fe2-653433838a39\", \"042109dc-fd10-44e8-b95b-8e66ad69c1bc\", \"179a1737-0f42-4150-b605-af83902cde5c\"], \"total_duration\": 67.0, \"total_sessions\": 3, \"mean_week_duration\": 1.595}}, {\"35441\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-19 21:11:08.000000+00:00\", \"2022-01-13 04:38:58.000000+00:00\", \"2023-05-30 18:41:52.000000+00:00\", \"2021-06-14 03:54:03.000000+00:00\", \"2019-05-17 04:53:19.000000+00:00\", \"2021-10-04 08:51:07.000000+00:00\", \"2023-06-19 12:29:01.000000+00:00\"], \"session_ids\": [\"aa45ac61-7cf7-4861-a774-675a574a0708\", \"a2af5b23-7a8d-42aa-b7f5-c0fa9a5cb042\", \"f396e1af-84cf-4b89-ac3b-d7354442d4c6\", \"1b2d6c70-0ced-4c39-a7e8-4fc64b3ceeb9\", \"a976f0e0-bdab-4aed-b4b5-6b92f960012a\", \"2c2d4b47-fcb9-495c-ba3c-680db43fdd9a\", \"69a09b05-6645-43d2-bd37-b7e82536c9a4\"], \"total_duration\": 10290.0, \"total_sessions\": 7, \"mean_week_duration\": 48.084}}]\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[{\"15985\": {\"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\": \"Panama City\", \"datetimes\": [\"2019-10-07 06:24:40.000000+00:00\", \"2021-08-07 11:28:28.000000+00:00\"], \"session_ids\": [\"1de98d0e-2535-4f7f-ba53-212ae0ffd267\", \"52c86206-4572-4c2f-87e2-29fed6b6266a\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 1.583}}, {\"29521\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-07-19 04:45:13.000000+00:00\", \"2020-07-14 23:15:43.000000+00:00\"], \"session_ids\": [\"ed79543b-f17a-4d96-93b9-5a58625a9ab2\", \"fda12e36-e6b9-4eca-aee3-effa635584b6\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 1.781}}, {\"24796\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-03-23 10:40:03.000000+00:00\", \"2019-11-07 12:55:53.000000+00:00\"], \"session_ids\": [\"0edce75b-3006-44e7-ad31-0089ba465e15\", \"30b42e0d-289b-4fbc-b6a0-45b29bf5c70a\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.312}}, {\"92048\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-09-14 10:29:19.000000+00:00\", \"2019-05-05 02:43:40.000000+00:00\", \"2022-06-05 12:19:51.000000+00:00\"], \"session_ids\": [\"41d65ba5-31a8-47a1-a2cf-f4f10daa5a6e\", \"1e7fef2b-6241-4090-8884-97de8d5824aa\", \"f60f9198-8b0e-426d-ad9f-83878177825e\"], \"total_duration\": 158.0, \"total_sessions\": 3, \"mean_week_duration\": 0.898}}]\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[{\"15985\": {\"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\": \"Panama City\", \"datetimes\": [\"2019-10-07 06:24:40.000000+00:00\", \"2021-08-07 11:28:28.000000+00:00\"], \"session_ids\": [\"1de98d0e-2535-4f7f-ba53-212ae0ffd267\", \"52c86206-4572-4c2f-87e2-29fed6b6266a\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 1.583}}, {\"29521\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-07-19 04:45:13.000000+00:00\", \"2020-07-14 23:15:43.000000+00:00\"], \"session_ids\": [\"ed79543b-f17a-4d96-93b9-5a58625a9ab2\", \"fda12e36-e6b9-4eca-aee3-effa635584b6\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 1.781}}, {\"24796\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-03-23 10:40:03.000000+00:00\", \"2019-11-07 12:55:53.000000+00:00\"], \"session_ids\": [\"0edce75b-3006-44e7-ad31-0089ba465e15\", \"30b42e0d-289b-4fbc-b6a0-45b29bf5c70a\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.312}}, {\"92048\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-09-14 10:29:19.000000+00:00\", \"2019-05-05 02:43:40.000000+00:00\", \"2022-06-05 12:19:51.000000+00:00\"], \"session_ids\": [\"41d65ba5-31a8-47a1-a2cf-f4f10daa5a6e\", \"1e7fef2b-6241-4090-8884-97de8d5824aa\", \"f60f9198-8b0e-426d-ad9f-83878177825e\"], \"total_duration\": 158.0, \"total_sessions\": 3, \"mean_week_duration\": 0.898}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about 2 users who are currently living in cities Belize City, Lima, Buenos Aires, Madrid, Singapore City, Copenhagen, San Pedro, Cape Town , execute sorting by total duration amount from the largest to the smallest."
}
] |
[
{
"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{\"36076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-12-29 10:30:59.000000+00:00\", \"2022-10-31 14:05:01.000000+00:00\", \"2022-07-08 17:17:34.000000+00:00\"], \"session_ids\": [\"3be3638e-0647-4742-ac59-18e7aa45c785\", \"9cbb2283-fc59-46dd-a933-9ea796480d17\", \"9c611440-ee57-4337-8810-18c8dc89c0d8\"], \"total_duration\": 688.0, \"total_sessions\": 3, \"mean_week_duration\": 4.617}, \"15702\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-07-17 00:55:16.000000+00:00\", \"2022-03-12 06:41:23.000000+00:00\"], \"session_ids\": [\"86ab06fa-e88b-4c9b-9585-38ade3e179d5\", \"00a2a5b5-58f3-41ba-b074-784d2d382f84\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 2.556}, \"54733\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-13 00:56:27.000000+00:00\", \"2022-02-09 22:34:33.000000+00:00\", \"2020-06-03 18:14:27.000000+00:00\", \"2019-04-16 13:13:45.000000+00:00\", \"2021-10-28 04:36:37.000000+00:00\", \"2019-08-04 14:02:35.000000+00:00\", \"2019-07-19 07:54:56.000000+00:00\", \"2020-08-03 12:31:54.000000+00:00\", \"2022-12-13 15:07:45.000000+00:00\"], \"session_ids\": [\"882c0c14-849d-4e27-bbcf-a452e2889e08\", \"9296c46d-a6f1-406c-8232-b27226cca968\", \"d3b6213a-3780-4c78-aa0f-aa67e7ffdf65\", \"a447bfe8-10ea-463a-b22e-dcab404a0870\", \"044657bb-cac4-4b39-b51e-4e93773cbe0a\", \"dfff5957-acc5-45af-8d0a-9eb9682ce51c\", \"d422c591-2ecb-42d3-965f-c4fb5e5dbfad\", \"e458660a-620a-4de8-bd31-8e59b3515034\", \"e7081ef1-3c79-406d-870f-d9ee6779f975\"], \"total_duration\": 14131.0, \"total_sessions\": 9, \"mean_week_duration\": 72.097}, \"58574\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-03-08 23:33:02.000000+00:00\", \"2021-07-20 13:30:49.000000+00:00\"], \"session_ids\": [\"f937c027-a5d5-4858-abbb-1051322271c9\", \"5ea78b46-c82f-4f0e-8281-f734980e0ad9\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 0.702}, \"40103\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-02-22 13:40:33.000000+00:00\", \"2023-03-31 08:50:45.000000+00:00\", \"2022-06-01 19:33:48.000000+00:00\", \"2020-10-25 00:00:32.000000+00:00\"], \"session_ids\": [\"3fce65da-da17-4fc9-9c09-99ac44af9cb5\", \"42bca5ba-668a-41e1-bf08-794c0c6fd8ee\", \"e1eccaa0-d803-496b-a573-fd911b39bd71\", \"f96ca0ce-b1c8-4eb9-b530-497530f4782c\"], \"total_duration\": 151.0, \"total_sessions\": 4, \"mean_week_duration\": 0.706}, \"26016\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-05-28 19:04:59.000000+00:00\", \"2022-07-18 06:05:37.000000+00:00\", \"2020-04-14 22:07:14.000000+00:00\"], \"session_ids\": [\"a5bb2755-0c69-4921-a4f1-a440a007ca81\", \"76ebe357-dce4-469b-879c-81a4e83a377e\", \"d886bf6f-9492-4a68-b781-1c1f7d4624bf\"], \"total_duration\": 93.0, \"total_sessions\": 3, \"mean_week_duration\": 0.788}, \"84957\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-01-25 23:41:04.000000+00:00\", \"2019-07-20 04:09:16.000000+00:00\"], \"session_ids\": [\"a6a641f9-1475-4dcd-b34d-b0d41134e32a\", \"be1ca98d-152f-4ee2-bb23-ad878595436e\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 0.386}, \"84641\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-06-27 22:12:23.000000+00:00\", \"2020-10-05 10:20:05.000000+00:00\", \"2021-02-19 17:32:42.000000+00:00\"], \"session_ids\": [\"10d6dc40-d984-4a71-a662-add9f766d4d9\", \"e7546ab0-b9a9-448f-b9ca-b12dea92772d\", \"3ca08cc5-12bc-4d3b-a6fc-b63e63a20e80\"], \"total_duration\": 303.0, \"total_sessions\": 3, \"mean_week_duration\": 2.119}, \"10831\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-03 02:49:19.000000+00:00\", \"2023-01-17 12:32:32.000000+00:00\", \"2021-02-12 18:06:39.000000+00:00\", \"2021-03-12 05:28:14.000000+00:00\", \"2023-04-02 08:47:39.000000+00:00\", \"2021-08-28 06:59:46.000000+00:00\", \"2020-07-23 04:08:13.000000+00:00\", \"2022-01-29 15:13:29.000000+00:00\", \"2022-03-31 10:59:44.000000+00:00\"], \"session_ids\": [\"84691975-1a10-4b39-a488-678277ed90af\", \"43b88a49-8ad8-4614-af59-f52411b51bb7\", \"88bedce5-d4be-4daf-ac35-5c21889881fe\", \"b68fa004-b26a-4cd5-bc84-bd6e36f98602\", \"6fb833a0-2c8c-4736-9bad-f05901b81770\", \"0b41c3a0-8ded-48f8-bbc1-8786bbeb83b0\", \"2b007010-949a-48df-a2db-b397ef37e49e\", \"1b82f7a0-6e01-4b65-b519-667a67a47132\", \"8b7ea662-6061-4aea-bb14-c73c2544a472\"], \"total_duration\": 85.0, \"total_sessions\": 9, \"mean_week_duration\": 0.528}, \"68970\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-04-21 01:12:58.000000+00:00\", \"2020-09-24 09:49:06.000000+00:00\"], \"session_ids\": [\"003ed82c-0d3b-4350-ae4c-112c41deb650\", \"37659d43-219e-4df9-94dc-c1613ad21242\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 1.173}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are Belize City, Lima, Buenos Aires, Madrid, Singapore City, Copenhagen, San Pedro, Cape Town"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Belize City\", \"Lima\", \"Buenos Aires\", \"Madrid\", \"Singapore City\", \"Copenhagen\", \"San Pedro\", \"Cape Town\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"36076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-12-29 10:30:59.000000+00:00\", \"2022-10-31 14:05:01.000000+00:00\", \"2022-07-08 17:17:34.000000+00:00\"], \"session_ids\": [\"3be3638e-0647-4742-ac59-18e7aa45c785\", \"9cbb2283-fc59-46dd-a933-9ea796480d17\", \"9c611440-ee57-4337-8810-18c8dc89c0d8\"], \"total_duration\": 688.0, \"total_sessions\": 3, \"mean_week_duration\": 4.617}, \"15702\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-07-17 00:55:16.000000+00:00\", \"2022-03-12 06:41:23.000000+00:00\"], \"session_ids\": [\"86ab06fa-e88b-4c9b-9585-38ade3e179d5\", \"00a2a5b5-58f3-41ba-b074-784d2d382f84\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 2.556}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"36076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-12-29 10:30:59.000000+00:00\", \"2022-10-31 14:05:01.000000+00:00\", \"2022-07-08 17:17:34.000000+00:00\"], \"session_ids\": [\"3be3638e-0647-4742-ac59-18e7aa45c785\", \"9cbb2283-fc59-46dd-a933-9ea796480d17\", \"9c611440-ee57-4337-8810-18c8dc89c0d8\"], \"total_duration\": 688.0, \"total_sessions\": 3, \"mean_week_duration\": 4.617}}, {\"15702\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-07-17 00:55:16.000000+00:00\", \"2022-03-12 06:41:23.000000+00:00\"], \"session_ids\": [\"86ab06fa-e88b-4c9b-9585-38ade3e179d5\", \"00a2a5b5-58f3-41ba-b074-784d2d382f84\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 2.556}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"36076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-12-29 10:30:59.000000+00:00\", \"2022-10-31 14:05:01.000000+00:00\", \"2022-07-08 17:17:34.000000+00:00\"], \"session_ids\": [\"3be3638e-0647-4742-ac59-18e7aa45c785\", \"9cbb2283-fc59-46dd-a933-9ea796480d17\", \"9c611440-ee57-4337-8810-18c8dc89c0d8\"], \"total_duration\": 688.0, \"total_sessions\": 3, \"mean_week_duration\": 4.617}}, {\"15702\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-07-17 00:55:16.000000+00:00\", \"2022-03-12 06:41:23.000000+00:00\"], \"session_ids\": [\"86ab06fa-e88b-4c9b-9585-38ade3e179d5\", \"00a2a5b5-58f3-41ba-b074-784d2d382f84\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 2.556}}]\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[{\"36076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-12-29 10:30:59.000000+00:00\", \"2022-10-31 14:05:01.000000+00:00\", \"2022-07-08 17:17:34.000000+00:00\"], \"session_ids\": [\"3be3638e-0647-4742-ac59-18e7aa45c785\", \"9cbb2283-fc59-46dd-a933-9ea796480d17\", \"9c611440-ee57-4337-8810-18c8dc89c0d8\"], \"total_duration\": 688.0, \"total_sessions\": 3, \"mean_week_duration\": 4.617}}, {\"15702\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-07-17 00:55:16.000000+00:00\", \"2022-03-12 06:41:23.000000+00:00\"], \"session_ids\": [\"86ab06fa-e88b-4c9b-9585-38ade3e179d5\", \"00a2a5b5-58f3-41ba-b074-784d2d382f84\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 2.556}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I have a curiosity about users who are the primary users in terms of duration of sessions per week plus do sorting by total time using the app risingly."
}
] |
[
{
"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{\"64529\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 8, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-10-30 16:02:29.000000+00:00\", \"2023-01-21 12:20:22.000000+00:00\", \"2019-08-19 00:59:30.000000+00:00\", \"2021-06-23 09:28:56.000000+00:00\"], \"session_ids\": [\"87875900-de7c-42cc-a940-a5e9b517e57f\", \"40a90a69-523d-48b2-b98f-31c2f4337d16\", \"cb8f7291-734c-4a0b-aac7-cc7f9e99500f\", \"eb423911-8d56-49c3-9725-9d1f818276ad\"], \"total_duration\": 1315.0, \"total_sessions\": 4, \"mean_week_duration\": 7.346}, \"92291\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-04-27 11:31:52.000000+00:00\", \"2022-03-23 14:03:33.000000+00:00\"], \"session_ids\": [\"0ec1f412-e1e3-4223-8153-edd6a8558149\", \"3d0d7abc-28bd-418b-95e0-d92c7e2aba6c\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 0.388}, \"95658\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-05-12 14:39:24.000000+00:00\", \"2023-02-13 18:24:00.000000+00:00\", \"2022-09-07 01:02:49.000000+00:00\", \"2021-09-06 01:16:24.000000+00:00\"], \"session_ids\": [\"3cfb24e1-751c-4b07-9c7d-d6925e5dfde1\", \"193219e6-4d80-4b1c-afd6-7511a649dd27\", \"01fa4bbd-4fce-4a0b-a976-18e30ce8ecd0\", \"6f152d2d-0a6e-480b-b836-5e764238c9a7\"], \"total_duration\": 81.0, \"total_sessions\": 4, \"mean_week_duration\": 0.562}, \"46406\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-10 23:36:58.000000+00:00\", \"2022-07-06 09:20:31.000000+00:00\"], \"session_ids\": [\"38a06714-e3d2-4999-a8e8-2c7a9560131f\", \"23a7d208-ecf6-4423-bf78-a5986cee5390\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 1.118}, \"41814\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-01 01:06:19.000000+00:00\", \"2020-07-24 12:06:57.000000+00:00\", \"2021-07-01 07:49:27.000000+00:00\", \"2022-07-01 16:27:10.000000+00:00\"], \"session_ids\": [\"34f745d3-55be-4f92-a2da-01f89d47ee3e\", \"0e43c6bd-c6cd-426b-8fc6-0f03b514d943\", \"2cf79d8a-7d66-4def-8f46-43c2795148e1\", \"08057a8b-7d55-4fdf-bbdb-ade46402df3d\"], \"total_duration\": 752.0, \"total_sessions\": 4, \"mean_week_duration\": 5.57}, \"90389\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-01-09 04:50:17.000000+00:00\", \"2022-12-16 08:36:23.000000+00:00\", \"2022-01-19 22:13:16.000000+00:00\"], \"session_ids\": [\"2e9a4d70-91a5-4574-9226-841ee1df366f\", \"529551ac-0dbf-4e9f-b56e-a202a4742eb5\", \"46878477-49cd-4395-b1a3-820db3059c23\"], \"total_duration\": 140.0, \"total_sessions\": 3, \"mean_week_duration\": 0.68}, \"72464\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Prague\", \"datetimes\": [\"2019-04-01 07:07:16.000000+00:00\", \"2019-08-09 11:19:24.000000+00:00\", \"2022-12-06 05:09:57.000000+00:00\"], \"session_ids\": [\"a0c69ba8-ca8b-4fc3-a2c4-fdf7f69090ef\", \"5fcc3a71-9463-4502-ae7b-44daa5837b8c\", \"228a0f66-d516-4f06-8561-9e87a8bcdd39\"], \"total_duration\": 99.0, \"total_sessions\": 3, \"mean_week_duration\": 0.516}, \"93352\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-10-08 16:02:18.000000+00:00\", \"2019-08-31 06:51:58.000000+00:00\", \"2022-04-29 15:37:50.000000+00:00\"], \"session_ids\": [\"ba27660f-fe45-4753-92a1-279d7dbb889b\", \"342d0eea-7533-4fd5-b64b-420a02f482ff\", \"c07acb52-4e10-4611-8a95-3ba55ec54762\"], \"total_duration\": 283.0, \"total_sessions\": 3, \"mean_week_duration\": 2.036}, \"67092\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-03-30 17:20:42.000000+00:00\", \"2021-01-27 23:21:08.000000+00:00\"], \"session_ids\": [\"105b6be1-b52d-45fe-9c83-878a2923dfe6\", \"ee5c6f6f-4e07-43a5-ae11-bd0a1c5501f7\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.333}, \"85064\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-03-03 02:59:35.000000+00:00\", \"2019-10-30 13:08:46.000000+00:00\", \"2022-09-28 04:48:23.000000+00:00\"], \"session_ids\": [\"47b07589-ffae-4403-beb1-b529b031ed94\", \"660ae273-d461-44d6-a804-89233c92c494\", \"1ecbe08c-c79a-4020-90b4-5c4bd19d2d4c\"], \"total_duration\": 106.0, \"total_sessions\": 3, \"mean_week_duration\": 0.567}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the highest mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": true, \"quant_to_remain\": -1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"64529\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 8, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-10-30 16:02:29.000000+00:00\", \"2023-01-21 12:20:22.000000+00:00\", \"2019-08-19 00:59:30.000000+00:00\", \"2021-06-23 09:28:56.000000+00:00\"], \"session_ids\": [\"87875900-de7c-42cc-a940-a5e9b517e57f\", \"40a90a69-523d-48b2-b98f-31c2f4337d16\", \"cb8f7291-734c-4a0b-aac7-cc7f9e99500f\", \"eb423911-8d56-49c3-9725-9d1f818276ad\"], \"total_duration\": 1315.0, \"total_sessions\": 4, \"mean_week_duration\": 7.346}}, {\"41814\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-01 01:06:19.000000+00:00\", \"2020-07-24 12:06:57.000000+00:00\", \"2021-07-01 07:49:27.000000+00:00\", \"2022-07-01 16:27:10.000000+00:00\"], \"session_ids\": [\"34f745d3-55be-4f92-a2da-01f89d47ee3e\", \"0e43c6bd-c6cd-426b-8fc6-0f03b514d943\", \"2cf79d8a-7d66-4def-8f46-43c2795148e1\", \"08057a8b-7d55-4fdf-bbdb-ade46402df3d\"], \"total_duration\": 752.0, \"total_sessions\": 4, \"mean_week_duration\": 5.57}}, {\"93352\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-10-08 16:02:18.000000+00:00\", \"2019-08-31 06:51:58.000000+00:00\", \"2022-04-29 15:37:50.000000+00:00\"], \"session_ids\": [\"ba27660f-fe45-4753-92a1-279d7dbb889b\", \"342d0eea-7533-4fd5-b64b-420a02f482ff\", \"c07acb52-4e10-4611-8a95-3ba55ec54762\"], \"total_duration\": 283.0, \"total_sessions\": 3, \"mean_week_duration\": 2.036}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"93352\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-10-08 16:02:18.000000+00:00\", \"2019-08-31 06:51:58.000000+00:00\", \"2022-04-29 15:37:50.000000+00:00\"], \"session_ids\": [\"ba27660f-fe45-4753-92a1-279d7dbb889b\", \"342d0eea-7533-4fd5-b64b-420a02f482ff\", \"c07acb52-4e10-4611-8a95-3ba55ec54762\"], \"total_duration\": 283.0, \"total_sessions\": 3, \"mean_week_duration\": 2.036}}, {\"41814\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-01 01:06:19.000000+00:00\", \"2020-07-24 12:06:57.000000+00:00\", \"2021-07-01 07:49:27.000000+00:00\", \"2022-07-01 16:27:10.000000+00:00\"], \"session_ids\": [\"34f745d3-55be-4f92-a2da-01f89d47ee3e\", \"0e43c6bd-c6cd-426b-8fc6-0f03b514d943\", \"2cf79d8a-7d66-4def-8f46-43c2795148e1\", \"08057a8b-7d55-4fdf-bbdb-ade46402df3d\"], \"total_duration\": 752.0, \"total_sessions\": 4, \"mean_week_duration\": 5.57}}, {\"64529\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 8, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-10-30 16:02:29.000000+00:00\", \"2023-01-21 12:20:22.000000+00:00\", \"2019-08-19 00:59:30.000000+00:00\", \"2021-06-23 09:28:56.000000+00:00\"], \"session_ids\": [\"87875900-de7c-42cc-a940-a5e9b517e57f\", \"40a90a69-523d-48b2-b98f-31c2f4337d16\", \"cb8f7291-734c-4a0b-aac7-cc7f9e99500f\", \"eb423911-8d56-49c3-9725-9d1f818276ad\"], \"total_duration\": 1315.0, \"total_sessions\": 4, \"mean_week_duration\": 7.346}}]\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[{\"93352\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-10-08 16:02:18.000000+00:00\", \"2019-08-31 06:51:58.000000+00:00\", \"2022-04-29 15:37:50.000000+00:00\"], \"session_ids\": [\"ba27660f-fe45-4753-92a1-279d7dbb889b\", \"342d0eea-7533-4fd5-b64b-420a02f482ff\", \"c07acb52-4e10-4611-8a95-3ba55ec54762\"], \"total_duration\": 283.0, \"total_sessions\": 3, \"mean_week_duration\": 2.036}}, {\"41814\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-12-01 01:06:19.000000+00:00\", \"2020-07-24 12:06:57.000000+00:00\", \"2021-07-01 07:49:27.000000+00:00\", \"2022-07-01 16:27:10.000000+00:00\"], \"session_ids\": [\"34f745d3-55be-4f92-a2da-01f89d47ee3e\", \"0e43c6bd-c6cd-426b-8fc6-0f03b514d943\", \"2cf79d8a-7d66-4def-8f46-43c2795148e1\", \"08057a8b-7d55-4fdf-bbdb-ade46402df3d\"], \"total_duration\": 752.0, \"total_sessions\": 4, \"mean_week_duration\": 5.57}}, {\"64529\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 8, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-10-30 16:02:29.000000+00:00\", \"2023-01-21 12:20:22.000000+00:00\", \"2019-08-19 00:59:30.000000+00:00\", \"2021-06-23 09:28:56.000000+00:00\"], \"session_ids\": [\"87875900-de7c-42cc-a940-a5e9b517e57f\", \"40a90a69-523d-48b2-b98f-31c2f4337d16\", \"cb8f7291-734c-4a0b-aac7-cc7f9e99500f\", \"eb423911-8d56-49c3-9725-9d1f818276ad\"], \"total_duration\": 1315.0, \"total_sessions\": 4, \"mean_week_duration\": 7.346}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about 4 users with a site usage time that is above 1707 + implement sorting by app usage time 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{\"69478\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-02-09 21:53:24.000000+00:00\", \"2019-05-28 02:10:09.000000+00:00\", \"2019-11-15 22:33:56.000000+00:00\", \"2021-10-13 07:15:02.000000+00:00\", \"2021-11-22 00:36:17.000000+00:00\", \"2022-11-10 06:42:56.000000+00:00\", \"2023-02-14 08:49:37.000000+00:00\"], \"session_ids\": [\"b5d2197b-e081-44ff-ad4b-d41fe0fbf1ab\", \"2217f7ce-0f0d-4e3f-b3d8-8780ac83771a\", \"9ced7e3b-33b7-4329-9644-745ab8f9e3d5\", \"f80c52da-8407-45ce-9bb8-671fe7d450df\", \"b7d7599a-eda2-40b1-9deb-2ee471d6bd54\", \"3093b52b-e4ea-4de5-8b70-120bf728c6b9\", \"d498a28b-ba12-49b7-a4cc-781be1d462cf\"], \"total_duration\": 1015.0, \"total_sessions\": 7, \"mean_week_duration\": 5.232}, \"67177\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-04 09:00:06.000000+00:00\", \"2022-03-15 05:12:14.000000+00:00\", \"2019-01-01 00:20:07.000000+00:00\"], \"session_ids\": [\"a58f92c5-fc51-42a5-8224-31975dc0271b\", \"286f8769-4650-4ef5-822b-68911222c671\", \"352566ab-1fae-4a4f-afe9-822a78330f27\"], \"total_duration\": 93.0, \"total_sessions\": 3, \"mean_week_duration\": 0.557}, \"70614\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 7}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-02-26 18:34:27.000000+00:00\", \"2019-02-10 16:39:05.000000+00:00\", \"2021-12-04 02:14:39.000000+00:00\"], \"session_ids\": [\"48725dca-07dd-42ea-acaa-abac7461dba0\", \"29388a6c-1844-4d53-8f01-09ab2df92971\", \"bc255be7-3828-49e9-9ce6-52283f8709e1\"], \"total_duration\": 120.0, \"total_sessions\": 3, \"mean_week_duration\": 0.755}, \"99678\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-02-14 10:23:13.000000+00:00\", \"2022-11-24 13:09:57.000000+00:00\"], \"session_ids\": [\"3be5ae8f-6f4f-452a-adb5-f981835c5719\", \"1b4021cb-711f-4be8-9a48-9d4ca5bd126e\"], \"total_duration\": 314.0, \"total_sessions\": 2, \"mean_week_duration\": 26.167}, \"95050\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-01-25 10:36:23.000000+00:00\", \"2020-08-06 03:26:28.000000+00:00\", \"2020-12-05 03:39:46.000000+00:00\", \"2020-11-10 04:06:27.000000+00:00\", \"2019-11-06 06:33:25.000000+00:00\"], \"session_ids\": [\"ab0efa1a-9f3a-42c7-a7f2-c0a460ee1cfc\", \"bdf317d2-3e42-46a9-b121-7d3691335d4c\", \"39868231-c0d2-4572-b466-0d8d79629438\", \"37a0c150-cbf9-4eda-957d-26474534ddbf\", \"c26e64a1-6719-4a7e-b4b5-5ba29aed776b\"], \"total_duration\": 3131.0, \"total_sessions\": 5, \"mean_week_duration\": 54.93}, \"8092\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-01-26 06:08:48.000000+00:00\", \"2022-09-29 13:40:10.000000+00:00\", \"2022-10-15 07:10:33.000000+00:00\", \"2019-12-11 09:45:47.000000+00:00\"], \"session_ids\": [\"6f885985-3b33-4628-bd14-96fda188d69a\", \"1d3ae522-fca4-4ad6-b80f-10b7ef4778df\", \"995971c8-424d-483f-bc44-1127215b65ed\", \"1348f7dc-a980-45f1-836c-35aae9ea66f8\"], \"total_duration\": 125.0, \"total_sessions\": 4, \"mean_week_duration\": 0.839}, \"73932\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-06-28 08:35:46.000000+00:00\", \"2023-06-26 12:39:06.000000+00:00\"], \"session_ids\": [\"f36e5ee5-8ee6-4461-b5dc-cd43c1a5327e\", \"ec843536-f4a8-447c-93ef-b96a9a764f84\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 0.512}, \"3953\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-11-29 00:02:25.000000+00:00\", \"2022-02-04 19:00:35.000000+00:00\"], \"session_ids\": [\"75a1622a-9862-4773-a904-6931031a623e\", \"0e9e777a-d75c-4cda-ad1d-d19876469bc7\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.412}, \"26045\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 9, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-11-09 02:08:40.000000+00:00\", \"2022-03-31 18:51:31.000000+00:00\"], \"session_ids\": [\"31086a9a-4d6d-4e1a-a929-3fd39d96472b\", \"4cac956b-afc1-476a-a241-5557def17db3\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.264}, \"16609\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-08-24 02:48:27.000000+00:00\", \"2022-12-19 13:08:27.000000+00:00\"], \"session_ids\": [\"7d16cd21-147a-449e-bec1-07f7a823641a\", \"58526679-2f69-481a-a0f1-379ab71d2d20\"], \"total_duration\": 298.0, \"total_sessions\": 2, \"mean_week_duration\": 1.713}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or greater than 1707"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\"]]}, \"all_values\": {\"total_duration\": [[1707, 4751]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"95050\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-01-25 10:36:23.000000+00:00\", \"2020-08-06 03:26:28.000000+00:00\", \"2020-12-05 03:39:46.000000+00:00\", \"2020-11-10 04:06:27.000000+00:00\", \"2019-11-06 06:33:25.000000+00:00\"], \"session_ids\": [\"ab0efa1a-9f3a-42c7-a7f2-c0a460ee1cfc\", \"bdf317d2-3e42-46a9-b121-7d3691335d4c\", \"39868231-c0d2-4572-b466-0d8d79629438\", \"37a0c150-cbf9-4eda-957d-26474534ddbf\", \"c26e64a1-6719-4a7e-b4b5-5ba29aed776b\"], \"total_duration\": 3131.0, \"total_sessions\": 5, \"mean_week_duration\": 54.93}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"95050\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-01-25 10:36:23.000000+00:00\", \"2020-08-06 03:26:28.000000+00:00\", \"2020-12-05 03:39:46.000000+00:00\", \"2020-11-10 04:06:27.000000+00:00\", \"2019-11-06 06:33:25.000000+00:00\"], \"session_ids\": [\"ab0efa1a-9f3a-42c7-a7f2-c0a460ee1cfc\", \"bdf317d2-3e42-46a9-b121-7d3691335d4c\", \"39868231-c0d2-4572-b466-0d8d79629438\", \"37a0c150-cbf9-4eda-957d-26474534ddbf\", \"c26e64a1-6719-4a7e-b4b5-5ba29aed776b\"], \"total_duration\": 3131.0, \"total_sessions\": 5, \"mean_week_duration\": 54.93}}]\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[{\"95050\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-01-25 10:36:23.000000+00:00\", \"2020-08-06 03:26:28.000000+00:00\", \"2020-12-05 03:39:46.000000+00:00\", \"2020-11-10 04:06:27.000000+00:00\", \"2019-11-06 06:33:25.000000+00:00\"], \"session_ids\": [\"ab0efa1a-9f3a-42c7-a7f2-c0a460ee1cfc\", \"bdf317d2-3e42-46a9-b121-7d3691335d4c\", \"39868231-c0d2-4572-b466-0d8d79629438\", \"37a0c150-cbf9-4eda-957d-26474534ddbf\", \"c26e64a1-6719-4a7e-b4b5-5ba29aed776b\"], \"total_duration\": 3131.0, \"total_sessions\": 5, \"mean_week_duration\": 54.93}}]\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[{\"95050\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-01-25 10:36:23.000000+00:00\", \"2020-08-06 03:26:28.000000+00:00\", \"2020-12-05 03:39:46.000000+00:00\", \"2020-11-10 04:06:27.000000+00:00\", \"2019-11-06 06:33:25.000000+00:00\"], \"session_ids\": [\"ab0efa1a-9f3a-42c7-a7f2-c0a460ee1cfc\", \"bdf317d2-3e42-46a9-b121-7d3691335d4c\", \"39868231-c0d2-4572-b466-0d8d79629438\", \"37a0c150-cbf9-4eda-957d-26474534ddbf\", \"c26e64a1-6719-4a7e-b4b5-5ba29aed776b\"], \"total_duration\": 3131.0, \"total_sessions\": 5, \"mean_week_duration\": 54.93}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show 2 users to me who don't belong to cities Panama City, Belize City, Santo Domingo and execute sorting by duration summation of sessions per week decliningly , and show me only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"98914\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-01-18 14:28:27.000000+00:00\", \"2023-01-14 14:45:08.000000+00:00\", \"2022-12-14 16:48:15.000000+00:00\"], \"session_ids\": [\"f4dcaf87-0796-4027-be73-03d1a5f4da3b\", \"40d9a492-ee02-4352-ad7c-dd25b15cecb8\", \"1bd0f1b3-32ea-460c-8333-f647bf36abc1\"], \"total_duration\": 361.0, \"total_sessions\": 3, \"mean_week_duration\": 1.727}, \"82078\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-03-07 02:57:37.000000+00:00\", \"2023-02-07 12:55:33.000000+00:00\", \"2022-05-25 22:57:04.000000+00:00\"], \"session_ids\": [\"1bfd475e-ccd3-4ea6-b0a7-29f14435ea5e\", \"81499ea8-af2e-47b8-a3eb-cc2fae25e52e\", \"0d0db9bc-3d09-4826-a5ea-733f1c5927c0\"], \"total_duration\": 209.0, \"total_sessions\": 3, \"mean_week_duration\": 1.02}, \"38353\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-31 02:17:00.000000+00:00\", \"2020-07-13 16:27:44.000000+00:00\"], \"session_ids\": [\"c3f540f4-6a0a-49f1-a497-4501fe491208\", \"02cae899-3e7e-4e8f-b159-1d3ba0011e7e\"], \"total_duration\": 458.0, \"total_sessions\": 2, \"mean_week_duration\": 30.533}, \"46587\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-01-20 19:00:00.000000+00:00\", \"2019-03-31 23:35:01.000000+00:00\", \"2022-12-24 16:47:01.000000+00:00\", \"2021-05-21 15:37:52.000000+00:00\", \"2022-03-08 14:38:00.000000+00:00\", \"2021-05-12 04:19:27.000000+00:00\", \"2019-11-04 16:11:47.000000+00:00\", \"2019-02-04 15:37:57.000000+00:00\", \"2019-07-06 20:01:44.000000+00:00\"], \"session_ids\": [\"8885d194-866d-47de-8cb1-c94fcb5e8b5b\", \"8b8e58db-bc73-4695-baae-00277074538a\", \"b4faea54-ccc2-4cc5-b34a-929cfead79ce\", \"92d5fbc0-fc46-4ff1-abaa-9f5bfccdeaae\", \"db7485d4-c033-4a29-aeee-e8210dec671c\", \"eb163d93-920f-46ec-a7f8-0836e211739f\", \"aa21e1d4-93b8-493e-93ff-0a268f334ac4\", \"faca636c-9018-4d35-b508-992485028025\", \"e7a55654-ce34-43ea-9475-8b62a4ccab99\"], \"total_duration\": 7666.0, \"total_sessions\": 9, \"mean_week_duration\": 37.764}, \"35371\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-02-04 02:05:55.000000+00:00\", \"2020-08-26 13:24:28.000000+00:00\"], \"session_ids\": [\"9927df35-38d9-4f81-95b5-46d4dee2964b\", \"71509839-2477-4c0f-bd29-ceb43b83fc1e\"], \"total_duration\": 207.0, \"total_sessions\": 2, \"mean_week_duration\": 9.0}, \"13567\": {\"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, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-07-29 22:20:15.000000+00:00\", \"2019-09-14 03:35:46.000000+00:00\"], \"session_ids\": [\"f6ac0f0c-d724-4e23-8428-282cbb4c755f\", \"ce62905d-cc51-4262-bc7b-32fa3e2422af\"], \"total_duration\": 391.0, \"total_sessions\": 2, \"mean_week_duration\": 2.607}, \"37659\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-11-30 23:26:26.000000+00:00\", \"2021-10-18 01:20:16.000000+00:00\"], \"session_ids\": [\"eaedb1af-0381-4584-a518-b00d5de43f97\", \"4390feb1-eb0e-4bfe-9f29-87ca5cf3fe99\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 0.717}, \"9878\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-01-07 16:29:15.000000+00:00\", \"2021-07-28 08:34:57.000000+00:00\"], \"session_ids\": [\"69e52207-e2e6-4daf-8351-efaeff4cc221\", \"21ae9ab5-fb9e-4ee6-87d9-4316ec0d5c36\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.474}, \"25868\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-03-07 09:05:51.000000+00:00\", \"2022-02-16 11:45:21.000000+00:00\", \"2022-02-22 05:17:03.000000+00:00\", \"2020-01-31 10:18:50.000000+00:00\", \"2019-12-12 09:48:57.000000+00:00\"], \"session_ids\": [\"fbbaa42f-25a2-4ea7-9862-559c71ee2daf\", \"bec58fc6-7ec9-46e5-bc7f-1a58d10feffe\", \"203215b5-27ec-4a0b-9761-980af43c558b\", \"1e42525b-1324-4bc7-87fc-c0abee7d2489\", \"2a63e4b6-13eb-4982-b757-58c5d2932bc7\"], \"total_duration\": 880.0, \"total_sessions\": 5, \"mean_week_duration\": 7.652}, \"41836\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-07-11 11:38:36.000000+00:00\", \"2022-10-04 08:09:23.000000+00:00\"], \"session_ids\": [\"1c0abc17-ece0-4ce4-a2ca-c16f96d70b72\", \"606d70ef-0bf2-40e3-b33e-c92faf5b3f65\"], \"total_duration\": 203.0, \"total_sessions\": 2, \"mean_week_duration\": 3.123}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Panama City, Belize City, Santo Domingo"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Panama City\", \"Belize City\", \"Santo Domingo\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"98914\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-01-18 14:28:27.000000+00:00\", \"2023-01-14 14:45:08.000000+00:00\", \"2022-12-14 16:48:15.000000+00:00\"], \"session_ids\": [\"f4dcaf87-0796-4027-be73-03d1a5f4da3b\", \"40d9a492-ee02-4352-ad7c-dd25b15cecb8\", \"1bd0f1b3-32ea-460c-8333-f647bf36abc1\"], \"total_duration\": 361.0, \"total_sessions\": 3, \"mean_week_duration\": 1.727}, \"82078\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-03-07 02:57:37.000000+00:00\", \"2023-02-07 12:55:33.000000+00:00\", \"2022-05-25 22:57:04.000000+00:00\"], \"session_ids\": [\"1bfd475e-ccd3-4ea6-b0a7-29f14435ea5e\", \"81499ea8-af2e-47b8-a3eb-cc2fae25e52e\", \"0d0db9bc-3d09-4826-a5ea-733f1c5927c0\"], \"total_duration\": 209.0, \"total_sessions\": 3, \"mean_week_duration\": 1.02}, \"38353\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-31 02:17:00.000000+00:00\", \"2020-07-13 16:27:44.000000+00:00\"], \"session_ids\": [\"c3f540f4-6a0a-49f1-a497-4501fe491208\", \"02cae899-3e7e-4e8f-b159-1d3ba0011e7e\"], \"total_duration\": 458.0, \"total_sessions\": 2, \"mean_week_duration\": 30.533}, \"35371\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-02-04 02:05:55.000000+00:00\", \"2020-08-26 13:24:28.000000+00:00\"], \"session_ids\": [\"9927df35-38d9-4f81-95b5-46d4dee2964b\", \"71509839-2477-4c0f-bd29-ceb43b83fc1e\"], \"total_duration\": 207.0, \"total_sessions\": 2, \"mean_week_duration\": 9.0}, \"13567\": {\"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, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-07-29 22:20:15.000000+00:00\", \"2019-09-14 03:35:46.000000+00:00\"], \"session_ids\": [\"f6ac0f0c-d724-4e23-8428-282cbb4c755f\", \"ce62905d-cc51-4262-bc7b-32fa3e2422af\"], \"total_duration\": 391.0, \"total_sessions\": 2, \"mean_week_duration\": 2.607}, \"37659\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-11-30 23:26:26.000000+00:00\", \"2021-10-18 01:20:16.000000+00:00\"], \"session_ids\": [\"eaedb1af-0381-4584-a518-b00d5de43f97\", \"4390feb1-eb0e-4bfe-9f29-87ca5cf3fe99\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 0.717}, \"9878\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-01-07 16:29:15.000000+00:00\", \"2021-07-28 08:34:57.000000+00:00\"], \"session_ids\": [\"69e52207-e2e6-4daf-8351-efaeff4cc221\", \"21ae9ab5-fb9e-4ee6-87d9-4316ec0d5c36\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.474}, \"25868\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-03-07 09:05:51.000000+00:00\", \"2022-02-16 11:45:21.000000+00:00\", \"2022-02-22 05:17:03.000000+00:00\", \"2020-01-31 10:18:50.000000+00:00\", \"2019-12-12 09:48:57.000000+00:00\"], \"session_ids\": [\"fbbaa42f-25a2-4ea7-9862-559c71ee2daf\", \"bec58fc6-7ec9-46e5-bc7f-1a58d10feffe\", \"203215b5-27ec-4a0b-9761-980af43c558b\", \"1e42525b-1324-4bc7-87fc-c0abee7d2489\", \"2a63e4b6-13eb-4982-b757-58c5d2932bc7\"], \"total_duration\": 880.0, \"total_sessions\": 5, \"mean_week_duration\": 7.652}, \"41836\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-07-11 11:38:36.000000+00:00\", \"2022-10-04 08:09:23.000000+00:00\"], \"session_ids\": [\"1c0abc17-ece0-4ce4-a2ca-c16f96d70b72\", \"606d70ef-0bf2-40e3-b33e-c92faf5b3f65\"], \"total_duration\": 203.0, \"total_sessions\": 2, \"mean_week_duration\": 3.123}}\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[{\"38353\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-31 02:17:00.000000+00:00\", \"2020-07-13 16:27:44.000000+00:00\"], \"session_ids\": [\"c3f540f4-6a0a-49f1-a497-4501fe491208\", \"02cae899-3e7e-4e8f-b159-1d3ba0011e7e\"], \"total_duration\": 458.0, \"total_sessions\": 2, \"mean_week_duration\": 30.533}}, {\"35371\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-02-04 02:05:55.000000+00:00\", \"2020-08-26 13:24:28.000000+00:00\"], \"session_ids\": [\"9927df35-38d9-4f81-95b5-46d4dee2964b\", \"71509839-2477-4c0f-bd29-ceb43b83fc1e\"], \"total_duration\": 207.0, \"total_sessions\": 2, \"mean_week_duration\": 9.0}}, {\"25868\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-03-07 09:05:51.000000+00:00\", \"2022-02-16 11:45:21.000000+00:00\", \"2022-02-22 05:17:03.000000+00:00\", \"2020-01-31 10:18:50.000000+00:00\", \"2019-12-12 09:48:57.000000+00:00\"], \"session_ids\": [\"fbbaa42f-25a2-4ea7-9862-559c71ee2daf\", \"bec58fc6-7ec9-46e5-bc7f-1a58d10feffe\", \"203215b5-27ec-4a0b-9761-980af43c558b\", \"1e42525b-1324-4bc7-87fc-c0abee7d2489\", \"2a63e4b6-13eb-4982-b757-58c5d2932bc7\"], \"total_duration\": 880.0, \"total_sessions\": 5, \"mean_week_duration\": 7.652}}, {\"41836\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-07-11 11:38:36.000000+00:00\", \"2022-10-04 08:09:23.000000+00:00\"], \"session_ids\": [\"1c0abc17-ece0-4ce4-a2ca-c16f96d70b72\", \"606d70ef-0bf2-40e3-b33e-c92faf5b3f65\"], \"total_duration\": 203.0, \"total_sessions\": 2, \"mean_week_duration\": 3.123}}, {\"13567\": {\"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, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-07-29 22:20:15.000000+00:00\", \"2019-09-14 03:35:46.000000+00:00\"], \"session_ids\": [\"f6ac0f0c-d724-4e23-8428-282cbb4c755f\", \"ce62905d-cc51-4262-bc7b-32fa3e2422af\"], \"total_duration\": 391.0, \"total_sessions\": 2, \"mean_week_duration\": 2.607}}, {\"98914\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-01-18 14:28:27.000000+00:00\", \"2023-01-14 14:45:08.000000+00:00\", \"2022-12-14 16:48:15.000000+00:00\"], \"session_ids\": [\"f4dcaf87-0796-4027-be73-03d1a5f4da3b\", \"40d9a492-ee02-4352-ad7c-dd25b15cecb8\", \"1bd0f1b3-32ea-460c-8333-f647bf36abc1\"], \"total_duration\": 361.0, \"total_sessions\": 3, \"mean_week_duration\": 1.727}}, {\"82078\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-03-07 02:57:37.000000+00:00\", \"2023-02-07 12:55:33.000000+00:00\", \"2022-05-25 22:57:04.000000+00:00\"], \"session_ids\": [\"1bfd475e-ccd3-4ea6-b0a7-29f14435ea5e\", \"81499ea8-af2e-47b8-a3eb-cc2fae25e52e\", \"0d0db9bc-3d09-4826-a5ea-733f1c5927c0\"], \"total_duration\": 209.0, \"total_sessions\": 3, \"mean_week_duration\": 1.02}}, {\"37659\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-11-30 23:26:26.000000+00:00\", \"2021-10-18 01:20:16.000000+00:00\"], \"session_ids\": [\"eaedb1af-0381-4584-a518-b00d5de43f97\", \"4390feb1-eb0e-4bfe-9f29-87ca5cf3fe99\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 0.717}}, {\"9878\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-01-07 16:29:15.000000+00:00\", \"2021-07-28 08:34:57.000000+00:00\"], \"session_ids\": [\"69e52207-e2e6-4daf-8351-efaeff4cc221\", \"21ae9ab5-fb9e-4ee6-87d9-4316ec0d5c36\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.474}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"38353\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-31 02:17:00.000000+00:00\", \"2020-07-13 16:27:44.000000+00:00\"], \"session_ids\": [\"c3f540f4-6a0a-49f1-a497-4501fe491208\", \"02cae899-3e7e-4e8f-b159-1d3ba0011e7e\"], \"total_duration\": 458.0, \"total_sessions\": 2, \"mean_week_duration\": 30.533}}, {\"35371\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-02-04 02:05:55.000000+00:00\", \"2020-08-26 13:24:28.000000+00:00\"], \"session_ids\": [\"9927df35-38d9-4f81-95b5-46d4dee2964b\", \"71509839-2477-4c0f-bd29-ceb43b83fc1e\"], \"total_duration\": 207.0, \"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[{\"38353\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-31 02:17:00.000000+00:00\", \"2020-07-13 16:27:44.000000+00:00\"], \"session_ids\": [\"c3f540f4-6a0a-49f1-a497-4501fe491208\", \"02cae899-3e7e-4e8f-b159-1d3ba0011e7e\"], \"total_duration\": 458.0, \"total_sessions\": 2, \"mean_week_duration\": 30.533}}, {\"35371\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-02-04 02:05:55.000000+00:00\", \"2020-08-26 13:24:28.000000+00:00\"], \"session_ids\": [\"9927df35-38d9-4f81-95b5-46d4dee2964b\", \"71509839-2477-4c0f-bd29-ceb43b83fc1e\"], \"total_duration\": 207.0, \"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": "Can you give me information regarding 2 users who are not residents of city Moscow , and do sorting by town naming 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{\"69232\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-08-21 04:25:15.000000+00:00\", \"2021-04-19 14:24:18.000000+00:00\"], \"session_ids\": [\"616fff1b-378d-46bb-a806-331fcf40e526\", \"54edcb2b-1111-477d-8f4d-4bfab75e6857\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 2.857}, \"59038\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-04-03 04:26:40.000000+00:00\", \"2023-06-03 23:19:34.000000+00:00\", \"2022-09-09 17:10:18.000000+00:00\", \"2022-05-22 08:28:44.000000+00:00\"], \"session_ids\": [\"ae9d3bc6-1a7b-4c9f-aa43-6208dbda25ad\", \"40c120ad-761f-46a0-bae6-4ca820f25061\", \"097f7acb-e895-4395-8242-b14416b295b1\", \"748f18df-c7f2-4546-92b1-512ce821035d\"], \"total_duration\": 170.0, \"total_sessions\": 4, \"mean_week_duration\": 3.148}, \"16671\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 9, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-10-01 17:16:19.000000+00:00\", \"2020-09-20 05:57:11.000000+00:00\"], \"session_ids\": [\"b104d9bf-c5e1-4aea-ab68-cfe50f33071e\", \"0eb5a6fb-fbdc-4139-a54f-a8448fc8782e\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 24.0}, \"64543\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-09-20 22:47:15.000000+00:00\", \"2019-09-02 18:26:53.000000+00:00\"], \"session_ids\": [\"70835e3a-dbb7-4547-97d2-933706da39d3\", \"25e529b6-4f4c-403f-98b9-714d21de4320\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.269}, \"39812\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-07-18 23:29:30.000000+00:00\", \"2022-04-23 12:32:25.000000+00:00\", \"2021-11-28 23:37:25.000000+00:00\"], \"session_ids\": [\"d103bedc-e00a-4c16-b367-2ac6696a1bc4\", \"d1ac190d-90a0-43d3-867d-29559064f8d2\", \"7ccb10f1-82ba-4eb0-af2f-68e10d17c7db\"], \"total_duration\": 44.0, \"total_sessions\": 3, \"mean_week_duration\": 1.333}, \"26618\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-08-30 14:27:37.000000+00:00\", \"2020-04-09 03:32:41.000000+00:00\", \"2019-01-18 21:37:37.000000+00:00\"], \"session_ids\": [\"8fd48fd0-99e6-4616-a496-f08571379427\", \"098f0a7f-d720-4cb5-97d4-eb87b6eb8c51\", \"2f2c5b92-f34f-4384-a055-d170b554f91d\"], \"total_duration\": 470.0, \"total_sessions\": 3, \"mean_week_duration\": 5.529}, \"25640\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-03-06 21:56:16.000000+00:00\", \"2019-04-14 15:03:43.000000+00:00\", \"2023-02-26 23:35:49.000000+00:00\", \"2020-09-20 10:22:42.000000+00:00\", \"2020-05-27 00:45:04.000000+00:00\"], \"session_ids\": [\"b78edfa3-c5a6-40af-a09b-bd319df295a3\", \"766d67d7-2582-43f3-98a9-899c29c81444\", \"0dc89971-d8ee-4c6c-bf03-eaefd26df53b\", \"8ead6bf6-3be1-4328-a246-a37ed6280b12\", \"3d153f38-c12d-42d1-afb1-4e78b1339cfc\"], \"total_duration\": 135.0, \"total_sessions\": 5, \"mean_week_duration\": 0.668}, \"1394\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-13 14:21:17.000000+00:00\", \"2023-04-08 09:05:08.000000+00:00\"], \"session_ids\": [\"86536560-6fcb-438a-9e1a-3fe2dc2a4404\", \"dc9711d9-c7b2-42cf-8df2-0cd0f59d608b\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 1.301}, \"58538\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-10-19 18:28:58.000000+00:00\", \"2021-11-10 06:27:08.000000+00:00\", \"2023-03-21 15:56:47.000000+00:00\"], \"session_ids\": [\"cbf30153-c417-458e-8857-21d103054f8c\", \"28d67a7e-6112-4017-932d-b83d6a2bf013\", \"4e331382-1acf-4e33-97e4-69899781b6d6\"], \"total_duration\": 646.0, \"total_sessions\": 3, \"mean_week_duration\": 5.127}, \"57417\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-05-27 01:01:56.000000+00:00\", \"2022-03-14 09:12:56.000000+00:00\", \"2022-02-21 21:19:20.000000+00:00\", \"2020-06-13 10:40:53.000000+00:00\", \"2021-09-27 22:19:11.000000+00:00\", \"2021-07-20 18:52:33.000000+00:00\", \"2021-04-28 21:28:06.000000+00:00\", \"2020-01-15 14:06:50.000000+00:00\", \"2020-12-09 10:32:16.000000+00:00\", \"2020-12-11 21:42:45.000000+00:00\", \"2021-02-07 09:34:09.000000+00:00\"], \"session_ids\": [\"ac2d8288-b2bb-4da8-bc61-98565cf0e4a2\", \"77545211-7826-4486-85e3-4c45e270a5e1\", \"3f3ba77a-c095-40ba-8144-013e21f60a4b\", \"152fc1eb-0092-4c20-bbd0-25ddc0226a40\", \"06294959-2fe5-46c3-907a-78553cc22928\", \"cc17a7c3-7c23-43ad-bdc7-5801a4beca78\", \"5e3c993f-798e-4fbd-bcc4-e35472db89fe\", \"8d1f281f-4dd3-4c34-a433-935976309c89\", \"6cac3d22-d370-403e-823c-394c6284bc74\", \"473cdebc-4baa-4edf-a512-10620026584a\", \"d6969c8e-a0f1-4191-9a05-93debbc261cf\"], \"total_duration\": 7742.0, \"total_sessions\": 11, \"mean_week_duration\": 53.027}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is not Moscow"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Moscow\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"69232\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-08-21 04:25:15.000000+00:00\", \"2021-04-19 14:24:18.000000+00:00\"], \"session_ids\": [\"616fff1b-378d-46bb-a806-331fcf40e526\", \"54edcb2b-1111-477d-8f4d-4bfab75e6857\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 2.857}, \"59038\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-04-03 04:26:40.000000+00:00\", \"2023-06-03 23:19:34.000000+00:00\", \"2022-09-09 17:10:18.000000+00:00\", \"2022-05-22 08:28:44.000000+00:00\"], \"session_ids\": [\"ae9d3bc6-1a7b-4c9f-aa43-6208dbda25ad\", \"40c120ad-761f-46a0-bae6-4ca820f25061\", \"097f7acb-e895-4395-8242-b14416b295b1\", \"748f18df-c7f2-4546-92b1-512ce821035d\"], \"total_duration\": 170.0, \"total_sessions\": 4, \"mean_week_duration\": 3.148}, \"16671\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 9, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-10-01 17:16:19.000000+00:00\", \"2020-09-20 05:57:11.000000+00:00\"], \"session_ids\": [\"b104d9bf-c5e1-4aea-ab68-cfe50f33071e\", \"0eb5a6fb-fbdc-4139-a54f-a8448fc8782e\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 24.0}, \"64543\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-09-20 22:47:15.000000+00:00\", \"2019-09-02 18:26:53.000000+00:00\"], \"session_ids\": [\"70835e3a-dbb7-4547-97d2-933706da39d3\", \"25e529b6-4f4c-403f-98b9-714d21de4320\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.269}, \"39812\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-07-18 23:29:30.000000+00:00\", \"2022-04-23 12:32:25.000000+00:00\", \"2021-11-28 23:37:25.000000+00:00\"], \"session_ids\": [\"d103bedc-e00a-4c16-b367-2ac6696a1bc4\", \"d1ac190d-90a0-43d3-867d-29559064f8d2\", \"7ccb10f1-82ba-4eb0-af2f-68e10d17c7db\"], \"total_duration\": 44.0, \"total_sessions\": 3, \"mean_week_duration\": 1.333}, \"26618\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-08-30 14:27:37.000000+00:00\", \"2020-04-09 03:32:41.000000+00:00\", \"2019-01-18 21:37:37.000000+00:00\"], \"session_ids\": [\"8fd48fd0-99e6-4616-a496-f08571379427\", \"098f0a7f-d720-4cb5-97d4-eb87b6eb8c51\", \"2f2c5b92-f34f-4384-a055-d170b554f91d\"], \"total_duration\": 470.0, \"total_sessions\": 3, \"mean_week_duration\": 5.529}, \"25640\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-03-06 21:56:16.000000+00:00\", \"2019-04-14 15:03:43.000000+00:00\", \"2023-02-26 23:35:49.000000+00:00\", \"2020-09-20 10:22:42.000000+00:00\", \"2020-05-27 00:45:04.000000+00:00\"], \"session_ids\": [\"b78edfa3-c5a6-40af-a09b-bd319df295a3\", \"766d67d7-2582-43f3-98a9-899c29c81444\", \"0dc89971-d8ee-4c6c-bf03-eaefd26df53b\", \"8ead6bf6-3be1-4328-a246-a37ed6280b12\", \"3d153f38-c12d-42d1-afb1-4e78b1339cfc\"], \"total_duration\": 135.0, \"total_sessions\": 5, \"mean_week_duration\": 0.668}, \"1394\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-13 14:21:17.000000+00:00\", \"2023-04-08 09:05:08.000000+00:00\"], \"session_ids\": [\"86536560-6fcb-438a-9e1a-3fe2dc2a4404\", \"dc9711d9-c7b2-42cf-8df2-0cd0f59d608b\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 1.301}, \"58538\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-10-19 18:28:58.000000+00:00\", \"2021-11-10 06:27:08.000000+00:00\", \"2023-03-21 15:56:47.000000+00:00\"], \"session_ids\": [\"cbf30153-c417-458e-8857-21d103054f8c\", \"28d67a7e-6112-4017-932d-b83d6a2bf013\", \"4e331382-1acf-4e33-97e4-69899781b6d6\"], \"total_duration\": 646.0, \"total_sessions\": 3, \"mean_week_duration\": 5.127}, \"57417\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-05-27 01:01:56.000000+00:00\", \"2022-03-14 09:12:56.000000+00:00\", \"2022-02-21 21:19:20.000000+00:00\", \"2020-06-13 10:40:53.000000+00:00\", \"2021-09-27 22:19:11.000000+00:00\", \"2021-07-20 18:52:33.000000+00:00\", \"2021-04-28 21:28:06.000000+00:00\", \"2020-01-15 14:06:50.000000+00:00\", \"2020-12-09 10:32:16.000000+00:00\", \"2020-12-11 21:42:45.000000+00:00\", \"2021-02-07 09:34:09.000000+00:00\"], \"session_ids\": [\"ac2d8288-b2bb-4da8-bc61-98565cf0e4a2\", \"77545211-7826-4486-85e3-4c45e270a5e1\", \"3f3ba77a-c095-40ba-8144-013e21f60a4b\", \"152fc1eb-0092-4c20-bbd0-25ddc0226a40\", \"06294959-2fe5-46c3-907a-78553cc22928\", \"cc17a7c3-7c23-43ad-bdc7-5801a4beca78\", \"5e3c993f-798e-4fbd-bcc4-e35472db89fe\", \"8d1f281f-4dd3-4c34-a433-935976309c89\", \"6cac3d22-d370-403e-823c-394c6284bc74\", \"473cdebc-4baa-4edf-a512-10620026584a\", \"d6969c8e-a0f1-4191-9a05-93debbc261cf\"], \"total_duration\": 7742.0, \"total_sessions\": 11, \"mean_week_duration\": 53.027}}\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[{\"64543\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-09-20 22:47:15.000000+00:00\", \"2019-09-02 18:26:53.000000+00:00\"], \"session_ids\": [\"70835e3a-dbb7-4547-97d2-933706da39d3\", \"25e529b6-4f4c-403f-98b9-714d21de4320\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.269}}, {\"39812\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-07-18 23:29:30.000000+00:00\", \"2022-04-23 12:32:25.000000+00:00\", \"2021-11-28 23:37:25.000000+00:00\"], \"session_ids\": [\"d103bedc-e00a-4c16-b367-2ac6696a1bc4\", \"d1ac190d-90a0-43d3-867d-29559064f8d2\", \"7ccb10f1-82ba-4eb0-af2f-68e10d17c7db\"], \"total_duration\": 44.0, \"total_sessions\": 3, \"mean_week_duration\": 1.333}}, {\"59038\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-04-03 04:26:40.000000+00:00\", \"2023-06-03 23:19:34.000000+00:00\", \"2022-09-09 17:10:18.000000+00:00\", \"2022-05-22 08:28:44.000000+00:00\"], \"session_ids\": [\"ae9d3bc6-1a7b-4c9f-aa43-6208dbda25ad\", \"40c120ad-761f-46a0-bae6-4ca820f25061\", \"097f7acb-e895-4395-8242-b14416b295b1\", \"748f18df-c7f2-4546-92b1-512ce821035d\"], \"total_duration\": 170.0, \"total_sessions\": 4, \"mean_week_duration\": 3.148}}, {\"25640\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-03-06 21:56:16.000000+00:00\", \"2019-04-14 15:03:43.000000+00:00\", \"2023-02-26 23:35:49.000000+00:00\", \"2020-09-20 10:22:42.000000+00:00\", \"2020-05-27 00:45:04.000000+00:00\"], \"session_ids\": [\"b78edfa3-c5a6-40af-a09b-bd319df295a3\", \"766d67d7-2582-43f3-98a9-899c29c81444\", \"0dc89971-d8ee-4c6c-bf03-eaefd26df53b\", \"8ead6bf6-3be1-4328-a246-a37ed6280b12\", \"3d153f38-c12d-42d1-afb1-4e78b1339cfc\"], \"total_duration\": 135.0, \"total_sessions\": 5, \"mean_week_duration\": 0.668}}, {\"57417\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-05-27 01:01:56.000000+00:00\", \"2022-03-14 09:12:56.000000+00:00\", \"2022-02-21 21:19:20.000000+00:00\", \"2020-06-13 10:40:53.000000+00:00\", \"2021-09-27 22:19:11.000000+00:00\", \"2021-07-20 18:52:33.000000+00:00\", \"2021-04-28 21:28:06.000000+00:00\", \"2020-01-15 14:06:50.000000+00:00\", \"2020-12-09 10:32:16.000000+00:00\", \"2020-12-11 21:42:45.000000+00:00\", \"2021-02-07 09:34:09.000000+00:00\"], \"session_ids\": [\"ac2d8288-b2bb-4da8-bc61-98565cf0e4a2\", \"77545211-7826-4486-85e3-4c45e270a5e1\", \"3f3ba77a-c095-40ba-8144-013e21f60a4b\", \"152fc1eb-0092-4c20-bbd0-25ddc0226a40\", \"06294959-2fe5-46c3-907a-78553cc22928\", \"cc17a7c3-7c23-43ad-bdc7-5801a4beca78\", \"5e3c993f-798e-4fbd-bcc4-e35472db89fe\", \"8d1f281f-4dd3-4c34-a433-935976309c89\", \"6cac3d22-d370-403e-823c-394c6284bc74\", \"473cdebc-4baa-4edf-a512-10620026584a\", \"d6969c8e-a0f1-4191-9a05-93debbc261cf\"], \"total_duration\": 7742.0, \"total_sessions\": 11, \"mean_week_duration\": 53.027}}, {\"26618\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-08-30 14:27:37.000000+00:00\", \"2020-04-09 03:32:41.000000+00:00\", \"2019-01-18 21:37:37.000000+00:00\"], \"session_ids\": [\"8fd48fd0-99e6-4616-a496-f08571379427\", \"098f0a7f-d720-4cb5-97d4-eb87b6eb8c51\", \"2f2c5b92-f34f-4384-a055-d170b554f91d\"], \"total_duration\": 470.0, \"total_sessions\": 3, \"mean_week_duration\": 5.529}}, {\"1394\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-13 14:21:17.000000+00:00\", \"2023-04-08 09:05:08.000000+00:00\"], \"session_ids\": [\"86536560-6fcb-438a-9e1a-3fe2dc2a4404\", \"dc9711d9-c7b2-42cf-8df2-0cd0f59d608b\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 1.301}}, {\"16671\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 9, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-10-01 17:16:19.000000+00:00\", \"2020-09-20 05:57:11.000000+00:00\"], \"session_ids\": [\"b104d9bf-c5e1-4aea-ab68-cfe50f33071e\", \"0eb5a6fb-fbdc-4139-a54f-a8448fc8782e\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 24.0}}, {\"69232\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-08-21 04:25:15.000000+00:00\", \"2021-04-19 14:24:18.000000+00:00\"], \"session_ids\": [\"616fff1b-378d-46bb-a806-331fcf40e526\", \"54edcb2b-1111-477d-8f4d-4bfab75e6857\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 2.857}}, {\"58538\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-10-19 18:28:58.000000+00:00\", \"2021-11-10 06:27:08.000000+00:00\", \"2023-03-21 15:56:47.000000+00:00\"], \"session_ids\": [\"cbf30153-c417-458e-8857-21d103054f8c\", \"28d67a7e-6112-4017-932d-b83d6a2bf013\", \"4e331382-1acf-4e33-97e4-69899781b6d6\"], \"total_duration\": 646.0, \"total_sessions\": 3, \"mean_week_duration\": 5.127}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"64543\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-09-20 22:47:15.000000+00:00\", \"2019-09-02 18:26:53.000000+00:00\"], \"session_ids\": [\"70835e3a-dbb7-4547-97d2-933706da39d3\", \"25e529b6-4f4c-403f-98b9-714d21de4320\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.269}}, {\"39812\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-07-18 23:29:30.000000+00:00\", \"2022-04-23 12:32:25.000000+00:00\", \"2021-11-28 23:37:25.000000+00:00\"], \"session_ids\": [\"d103bedc-e00a-4c16-b367-2ac6696a1bc4\", \"d1ac190d-90a0-43d3-867d-29559064f8d2\", \"7ccb10f1-82ba-4eb0-af2f-68e10d17c7db\"], \"total_duration\": 44.0, \"total_sessions\": 3, \"mean_week_duration\": 1.333}}]\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[{\"64543\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-09-20 22:47:15.000000+00:00\", \"2019-09-02 18:26:53.000000+00:00\"], \"session_ids\": [\"70835e3a-dbb7-4547-97d2-933706da39d3\", \"25e529b6-4f4c-403f-98b9-714d21de4320\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.269}}, {\"39812\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-07-18 23:29:30.000000+00:00\", \"2022-04-23 12:32:25.000000+00:00\", \"2021-11-28 23:37:25.000000+00:00\"], \"session_ids\": [\"d103bedc-e00a-4c16-b367-2ac6696a1bc4\", \"d1ac190d-90a0-43d3-867d-29559064f8d2\", \"7ccb10f1-82ba-4eb0-af2f-68e10d17c7db\"], \"total_duration\": 44.0, \"total_sessions\": 3, \"mean_week_duration\": 1.333}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show 5 users to me who don't belong to city Panama City in addition sort by city title in asc."
}
] |
[
{
"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{\"13594\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-12-08 02:45:11.000000+00:00\", \"2021-11-14 03:04:14.000000+00:00\"], \"session_ids\": [\"19333b57-bfcc-4f2b-b3d1-8b5b20ed0445\", \"92d4236c-e29d-40b2-8b9a-89f33b54cb66\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 0.772}, \"41623\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-03-05 06:53:42.000000+00:00\", \"2019-09-30 18:54:14.000000+00:00\"], \"session_ids\": [\"76c882cb-d64f-4b35-9fbd-f7a29f3f5c2b\", \"cb690066-686a-49ec-ba1d-ac0103802d50\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.496}, \"98351\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-31 06:10:59.000000+00:00\", \"2020-01-13 17:25:31.000000+00:00\"], \"session_ids\": [\"6f9efbb2-1196-4b3f-857d-9641341d2101\", \"332a342e-68ea-4ed7-b5e8-7e71bcb87dd7\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.356}, \"85066\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-12-07 11:55:35.000000+00:00\", \"2022-03-11 21:19:30.000000+00:00\"], \"session_ids\": [\"311d3f85-d20c-41fb-b282-c6f172a4ac9f\", \"803aa545-0f9d-4eb7-b2cd-73f25b5d5a4e\"], \"total_duration\": 179.0, \"total_sessions\": 2, \"mean_week_duration\": 2.712}, \"74893\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-09 22:22:32.000000+00:00\", \"2021-07-16 11:15:31.000000+00:00\"], \"session_ids\": [\"f5e4575d-ec00-4d1b-99c8-370e007faf2f\", \"ca3a7138-e8a6-459a-b736-35290a6d7f0f\"], \"total_duration\": 380.0, \"total_sessions\": 2, \"mean_week_duration\": 4.524}, \"60142\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-01-05 18:20:48.000000+00:00\", \"2021-08-04 03:23:42.000000+00:00\", \"2021-08-25 17:54:41.000000+00:00\", \"2023-03-31 03:58:48.000000+00:00\", \"2023-03-12 23:47:20.000000+00:00\", \"2020-01-08 22:25:03.000000+00:00\"], \"session_ids\": [\"808de019-a2ff-459b-9a7e-3d77dafb929b\", \"8339c08c-2510-4141-90c5-56b30d75792d\", \"284fc581-d97f-4708-a914-564431a7be65\", \"781963c2-169e-446a-8295-78c069886b20\", \"27936c1c-d0c8-45be-839d-ee02f275e601\", \"8135122c-7623-4544-86b2-2eb471b9ee2c\"], \"total_duration\": 1690.0, \"total_sessions\": 6, \"mean_week_duration\": 10.0}, \"12901\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-04-15 12:33:49.000000+00:00\", \"2023-05-04 20:27:15.000000+00:00\"], \"session_ids\": [\"e6c737c3-d613-4252-8a88-b41b55e4a92e\", \"97acfe32-61fb-4bcb-a522-79218a36ee1e\"], \"total_duration\": 480.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}, \"8076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-10-23 07:18:48.000000+00:00\", \"2020-03-28 08:42:32.000000+00:00\", \"2019-03-07 00:13:51.000000+00:00\"], \"session_ids\": [\"2f8d4697-5d74-429f-b51b-b7e8c44b26fe\", \"6362ce9d-f79b-4cf2-99e5-35d529c1bc1e\", \"103e411e-bba2-4e49-be3e-88f64c247ea1\"], \"total_duration\": 88.0, \"total_sessions\": 3, \"mean_week_duration\": 1.571}, \"56220\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-06-07 18:24:51.000000+00:00\", \"2022-06-28 17:52:37.000000+00:00\"], \"session_ids\": [\"2b461495-dd1d-4955-bf59-3ffbbe3dd077\", \"473405c5-590e-4d3d-a5aa-1e70dbbf796b\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.562}, \"93475\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-05-18 09:21:23.000000+00:00\", \"2019-04-13 13:16:08.000000+00:00\"], \"session_ids\": [\"a0683db8-a087-493b-bb91-806e8320d3c5\", \"0cf76bcf-7109-425d-94a2-a97b8ba9b217\"], \"total_duration\": 171.0, \"total_sessions\": 2, \"mean_week_duration\": 2.948}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is not Panama City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Panama City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"13594\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-12-08 02:45:11.000000+00:00\", \"2021-11-14 03:04:14.000000+00:00\"], \"session_ids\": [\"19333b57-bfcc-4f2b-b3d1-8b5b20ed0445\", \"92d4236c-e29d-40b2-8b9a-89f33b54cb66\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 0.772}, \"41623\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-03-05 06:53:42.000000+00:00\", \"2019-09-30 18:54:14.000000+00:00\"], \"session_ids\": [\"76c882cb-d64f-4b35-9fbd-f7a29f3f5c2b\", \"cb690066-686a-49ec-ba1d-ac0103802d50\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.496}, \"98351\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-31 06:10:59.000000+00:00\", \"2020-01-13 17:25:31.000000+00:00\"], \"session_ids\": [\"6f9efbb2-1196-4b3f-857d-9641341d2101\", \"332a342e-68ea-4ed7-b5e8-7e71bcb87dd7\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.356}, \"85066\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-12-07 11:55:35.000000+00:00\", \"2022-03-11 21:19:30.000000+00:00\"], \"session_ids\": [\"311d3f85-d20c-41fb-b282-c6f172a4ac9f\", \"803aa545-0f9d-4eb7-b2cd-73f25b5d5a4e\"], \"total_duration\": 179.0, \"total_sessions\": 2, \"mean_week_duration\": 2.712}, \"74893\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-09 22:22:32.000000+00:00\", \"2021-07-16 11:15:31.000000+00:00\"], \"session_ids\": [\"f5e4575d-ec00-4d1b-99c8-370e007faf2f\", \"ca3a7138-e8a6-459a-b736-35290a6d7f0f\"], \"total_duration\": 380.0, \"total_sessions\": 2, \"mean_week_duration\": 4.524}, \"60142\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-01-05 18:20:48.000000+00:00\", \"2021-08-04 03:23:42.000000+00:00\", \"2021-08-25 17:54:41.000000+00:00\", \"2023-03-31 03:58:48.000000+00:00\", \"2023-03-12 23:47:20.000000+00:00\", \"2020-01-08 22:25:03.000000+00:00\"], \"session_ids\": [\"808de019-a2ff-459b-9a7e-3d77dafb929b\", \"8339c08c-2510-4141-90c5-56b30d75792d\", \"284fc581-d97f-4708-a914-564431a7be65\", \"781963c2-169e-446a-8295-78c069886b20\", \"27936c1c-d0c8-45be-839d-ee02f275e601\", \"8135122c-7623-4544-86b2-2eb471b9ee2c\"], \"total_duration\": 1690.0, \"total_sessions\": 6, \"mean_week_duration\": 10.0}, \"12901\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-04-15 12:33:49.000000+00:00\", \"2023-05-04 20:27:15.000000+00:00\"], \"session_ids\": [\"e6c737c3-d613-4252-8a88-b41b55e4a92e\", \"97acfe32-61fb-4bcb-a522-79218a36ee1e\"], \"total_duration\": 480.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}, \"8076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-10-23 07:18:48.000000+00:00\", \"2020-03-28 08:42:32.000000+00:00\", \"2019-03-07 00:13:51.000000+00:00\"], \"session_ids\": [\"2f8d4697-5d74-429f-b51b-b7e8c44b26fe\", \"6362ce9d-f79b-4cf2-99e5-35d529c1bc1e\", \"103e411e-bba2-4e49-be3e-88f64c247ea1\"], \"total_duration\": 88.0, \"total_sessions\": 3, \"mean_week_duration\": 1.571}, \"56220\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-06-07 18:24:51.000000+00:00\", \"2022-06-28 17:52:37.000000+00:00\"], \"session_ids\": [\"2b461495-dd1d-4955-bf59-3ffbbe3dd077\", \"473405c5-590e-4d3d-a5aa-1e70dbbf796b\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.562}, \"93475\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-05-18 09:21:23.000000+00:00\", \"2019-04-13 13:16:08.000000+00:00\"], \"session_ids\": [\"a0683db8-a087-493b-bb91-806e8320d3c5\", \"0cf76bcf-7109-425d-94a2-a97b8ba9b217\"], \"total_duration\": 171.0, \"total_sessions\": 2, \"mean_week_duration\": 2.948}}\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[{\"41623\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-03-05 06:53:42.000000+00:00\", \"2019-09-30 18:54:14.000000+00:00\"], \"session_ids\": [\"76c882cb-d64f-4b35-9fbd-f7a29f3f5c2b\", \"cb690066-686a-49ec-ba1d-ac0103802d50\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.496}}, {\"85066\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-12-07 11:55:35.000000+00:00\", \"2022-03-11 21:19:30.000000+00:00\"], \"session_ids\": [\"311d3f85-d20c-41fb-b282-c6f172a4ac9f\", \"803aa545-0f9d-4eb7-b2cd-73f25b5d5a4e\"], \"total_duration\": 179.0, \"total_sessions\": 2, \"mean_week_duration\": 2.712}}, {\"13594\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-12-08 02:45:11.000000+00:00\", \"2021-11-14 03:04:14.000000+00:00\"], \"session_ids\": [\"19333b57-bfcc-4f2b-b3d1-8b5b20ed0445\", \"92d4236c-e29d-40b2-8b9a-89f33b54cb66\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 0.772}}, {\"12901\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-04-15 12:33:49.000000+00:00\", \"2023-05-04 20:27:15.000000+00:00\"], \"session_ids\": [\"e6c737c3-d613-4252-8a88-b41b55e4a92e\", \"97acfe32-61fb-4bcb-a522-79218a36ee1e\"], \"total_duration\": 480.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}, {\"98351\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-31 06:10:59.000000+00:00\", \"2020-01-13 17:25:31.000000+00:00\"], \"session_ids\": [\"6f9efbb2-1196-4b3f-857d-9641341d2101\", \"332a342e-68ea-4ed7-b5e8-7e71bcb87dd7\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.356}}, {\"93475\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-05-18 09:21:23.000000+00:00\", \"2019-04-13 13:16:08.000000+00:00\"], \"session_ids\": [\"a0683db8-a087-493b-bb91-806e8320d3c5\", \"0cf76bcf-7109-425d-94a2-a97b8ba9b217\"], \"total_duration\": 171.0, \"total_sessions\": 2, \"mean_week_duration\": 2.948}}, {\"8076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-10-23 07:18:48.000000+00:00\", \"2020-03-28 08:42:32.000000+00:00\", \"2019-03-07 00:13:51.000000+00:00\"], \"session_ids\": [\"2f8d4697-5d74-429f-b51b-b7e8c44b26fe\", \"6362ce9d-f79b-4cf2-99e5-35d529c1bc1e\", \"103e411e-bba2-4e49-be3e-88f64c247ea1\"], \"total_duration\": 88.0, \"total_sessions\": 3, \"mean_week_duration\": 1.571}}, {\"56220\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-06-07 18:24:51.000000+00:00\", \"2022-06-28 17:52:37.000000+00:00\"], \"session_ids\": [\"2b461495-dd1d-4955-bf59-3ffbbe3dd077\", \"473405c5-590e-4d3d-a5aa-1e70dbbf796b\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.562}}, {\"74893\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-09 22:22:32.000000+00:00\", \"2021-07-16 11:15:31.000000+00:00\"], \"session_ids\": [\"f5e4575d-ec00-4d1b-99c8-370e007faf2f\", \"ca3a7138-e8a6-459a-b736-35290a6d7f0f\"], \"total_duration\": 380.0, \"total_sessions\": 2, \"mean_week_duration\": 4.524}}, {\"60142\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-01-05 18:20:48.000000+00:00\", \"2021-08-04 03:23:42.000000+00:00\", \"2021-08-25 17:54:41.000000+00:00\", \"2023-03-31 03:58:48.000000+00:00\", \"2023-03-12 23:47:20.000000+00:00\", \"2020-01-08 22:25:03.000000+00:00\"], \"session_ids\": [\"808de019-a2ff-459b-9a7e-3d77dafb929b\", \"8339c08c-2510-4141-90c5-56b30d75792d\", \"284fc581-d97f-4708-a914-564431a7be65\", \"781963c2-169e-446a-8295-78c069886b20\", \"27936c1c-d0c8-45be-839d-ee02f275e601\", \"8135122c-7623-4544-86b2-2eb471b9ee2c\"], \"total_duration\": 1690.0, \"total_sessions\": 6, \"mean_week_duration\": 10.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 5 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"41623\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-03-05 06:53:42.000000+00:00\", \"2019-09-30 18:54:14.000000+00:00\"], \"session_ids\": [\"76c882cb-d64f-4b35-9fbd-f7a29f3f5c2b\", \"cb690066-686a-49ec-ba1d-ac0103802d50\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.496}}, {\"85066\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-12-07 11:55:35.000000+00:00\", \"2022-03-11 21:19:30.000000+00:00\"], \"session_ids\": [\"311d3f85-d20c-41fb-b282-c6f172a4ac9f\", \"803aa545-0f9d-4eb7-b2cd-73f25b5d5a4e\"], \"total_duration\": 179.0, \"total_sessions\": 2, \"mean_week_duration\": 2.712}}, {\"13594\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-12-08 02:45:11.000000+00:00\", \"2021-11-14 03:04:14.000000+00:00\"], \"session_ids\": [\"19333b57-bfcc-4f2b-b3d1-8b5b20ed0445\", \"92d4236c-e29d-40b2-8b9a-89f33b54cb66\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 0.772}}, {\"12901\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-04-15 12:33:49.000000+00:00\", \"2023-05-04 20:27:15.000000+00:00\"], \"session_ids\": [\"e6c737c3-d613-4252-8a88-b41b55e4a92e\", \"97acfe32-61fb-4bcb-a522-79218a36ee1e\"], \"total_duration\": 480.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}, {\"98351\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-31 06:10:59.000000+00:00\", \"2020-01-13 17:25:31.000000+00:00\"], \"session_ids\": [\"6f9efbb2-1196-4b3f-857d-9641341d2101\", \"332a342e-68ea-4ed7-b5e8-7e71bcb87dd7\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.356}}]\n```\n"
}
] |
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