conversations
list |
|---|
[
{
"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[{\"85855\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-29 05:55:24.000000+00:00\", \"2023-06-06 20:19:34.000000+00:00\"], \"session_ids\": [\"aaf59d53-fe6f-45c0-a8bb-390d592e5981\", \"c54d7c8f-46aa-4221-a65f-d7033321cff1\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.199}}, {\"68535\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-01-01 13:39:28.000000+00:00\", \"2023-04-06 07:49:56.000000+00:00\", \"2022-02-11 03:17:47.000000+00:00\"], \"session_ids\": [\"ea55cee4-1e1f-48d6-9fe6-d98c54b7c492\", \"f7db3e61-6bef-4209-8187-a1bbd37eebc1\", \"f27c1692-862f-47e3-aa8b-680eefa2932c\"], \"total_duration\": 41.0, \"total_sessions\": 3, \"mean_week_duration\": 0.241}}, {\"91853\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-06-17 01:44:13.000000+00:00\", \"2022-01-26 01:20:54.000000+00:00\", \"2019-03-22 05:42:29.000000+00:00\"], \"session_ids\": [\"82525672-b0db-4fa4-94b1-4c9001699c19\", \"42b1646d-6f84-4887-9dd2-b0e04c909dad\", \"8476fb8a-2c2b-4fa1-956e-07536e93283b\"], \"total_duration\": 105.0, \"total_sessions\": 3, \"mean_week_duration\": 0.475}}, {\"73258\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-02-11 16:49:49.000000+00:00\", \"2022-02-24 17:47:40.000000+00:00\", \"2021-05-20 23:44:48.000000+00:00\", \"2019-04-29 20:11:54.000000+00:00\"], \"session_ids\": [\"9836a1b3-262f-4aed-bff1-dc788d4b14b0\", \"c16d082d-d1f8-4aa5-93bd-8642b5e33728\", \"5b829fd0-0bc5-46a1-ae81-01d2a6bd6421\", \"e8fdfc43-3448-40e5-93d8-36f67348af9a\"], \"total_duration\": 262.0, \"total_sessions\": 4, \"mean_week_duration\": 1.77}}, {\"86687\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-12-29 19:14:51.000000+00:00\", \"2021-05-28 20:14:26.000000+00:00\"], \"session_ids\": [\"fd666396-7405-4ba8-a34f-8f23d9f8baf4\", \"71d246d8-3874-42a3-8123-71e2cb6ae035\"], \"total_duration\": 373.0, \"total_sessions\": 2, \"mean_week_duration\": 4.494}}, {\"29334\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-08-18 10:55:03.000000+00:00\", \"2021-12-13 12:34:19.000000+00:00\", \"2021-12-16 23:40:18.000000+00:00\", \"2021-02-27 14:05:39.000000+00:00\", \"2021-10-08 13:34:00.000000+00:00\", \"2020-12-10 18:38:27.000000+00:00\", \"2019-02-28 20:05:01.000000+00:00\", \"2019-01-27 03:30:54.000000+00:00\"], \"session_ids\": [\"ce77f77d-5459-4575-980a-9b984905bea3\", \"17591964-4dd4-4dd2-b1cb-8b99deb87433\", \"82709ebf-64f3-4010-8c5c-cea6fbd3eae4\", \"2bdd4b40-152f-4045-bf23-7c4ab861b18e\", \"c05c6737-931f-44d9-94fc-e93280b94ccf\", \"12fcdefc-62b5-436c-be17-d30a6af7620c\", \"6dcd1d41-99ea-4e30-988c-dce735f1671f\", \"6ceb3931-04c5-4e32-9ac5-5fce8f8f602e\"], \"total_duration\": 857.0, \"total_sessions\": 8, \"mean_week_duration\": 4.608}}, {\"13836\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-02-01 15:39:47.000000+00:00\", \"2021-11-26 19:16:34.000000+00:00\"], \"session_ids\": [\"0ef1d1db-8249-461e-b9c8-c7549b137764\", \"040574ff-c1b4-4308-837a-227344cf1567\"], \"total_duration\": 335.0, \"total_sessions\": 2, \"mean_week_duration\": 5.403}}, {\"70738\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-12-15 16:29:59.000000+00:00\", \"2022-02-24 22:10:53.000000+00:00\"], \"session_ids\": [\"f96b713c-5095-468b-8a40-3e3002622c9e\", \"284aa4de-26b6-4b45-87dc-9db20f808c47\"], \"total_duration\": 419.0, \"total_sessions\": 2, \"mean_week_duration\": 6.651}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 7 entries, discarding 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[{\"85855\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-29 05:55:24.000000+00:00\", \"2023-06-06 20:19:34.000000+00:00\"], \"session_ids\": [\"aaf59d53-fe6f-45c0-a8bb-390d592e5981\", \"c54d7c8f-46aa-4221-a65f-d7033321cff1\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.199}}, {\"68535\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-01-01 13:39:28.000000+00:00\", \"2023-04-06 07:49:56.000000+00:00\", \"2022-02-11 03:17:47.000000+00:00\"], \"session_ids\": [\"ea55cee4-1e1f-48d6-9fe6-d98c54b7c492\", \"f7db3e61-6bef-4209-8187-a1bbd37eebc1\", \"f27c1692-862f-47e3-aa8b-680eefa2932c\"], \"total_duration\": 41.0, \"total_sessions\": 3, \"mean_week_duration\": 0.241}}, {\"91853\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-06-17 01:44:13.000000+00:00\", \"2022-01-26 01:20:54.000000+00:00\", \"2019-03-22 05:42:29.000000+00:00\"], \"session_ids\": [\"82525672-b0db-4fa4-94b1-4c9001699c19\", \"42b1646d-6f84-4887-9dd2-b0e04c909dad\", \"8476fb8a-2c2b-4fa1-956e-07536e93283b\"], \"total_duration\": 105.0, \"total_sessions\": 3, \"mean_week_duration\": 0.475}}, {\"73258\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-02-11 16:49:49.000000+00:00\", \"2022-02-24 17:47:40.000000+00:00\", \"2021-05-20 23:44:48.000000+00:00\", \"2019-04-29 20:11:54.000000+00:00\"], \"session_ids\": [\"9836a1b3-262f-4aed-bff1-dc788d4b14b0\", \"c16d082d-d1f8-4aa5-93bd-8642b5e33728\", \"5b829fd0-0bc5-46a1-ae81-01d2a6bd6421\", \"e8fdfc43-3448-40e5-93d8-36f67348af9a\"], \"total_duration\": 262.0, \"total_sessions\": 4, \"mean_week_duration\": 1.77}}, {\"86687\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-12-29 19:14:51.000000+00:00\", \"2021-05-28 20:14:26.000000+00:00\"], \"session_ids\": [\"fd666396-7405-4ba8-a34f-8f23d9f8baf4\", \"71d246d8-3874-42a3-8123-71e2cb6ae035\"], \"total_duration\": 373.0, \"total_sessions\": 2, \"mean_week_duration\": 4.494}}, {\"29334\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-08-18 10:55:03.000000+00:00\", \"2021-12-13 12:34:19.000000+00:00\", \"2021-12-16 23:40:18.000000+00:00\", \"2021-02-27 14:05:39.000000+00:00\", \"2021-10-08 13:34:00.000000+00:00\", \"2020-12-10 18:38:27.000000+00:00\", \"2019-02-28 20:05:01.000000+00:00\", \"2019-01-27 03:30:54.000000+00:00\"], \"session_ids\": [\"ce77f77d-5459-4575-980a-9b984905bea3\", \"17591964-4dd4-4dd2-b1cb-8b99deb87433\", \"82709ebf-64f3-4010-8c5c-cea6fbd3eae4\", \"2bdd4b40-152f-4045-bf23-7c4ab861b18e\", \"c05c6737-931f-44d9-94fc-e93280b94ccf\", \"12fcdefc-62b5-436c-be17-d30a6af7620c\", \"6dcd1d41-99ea-4e30-988c-dce735f1671f\", \"6ceb3931-04c5-4e32-9ac5-5fce8f8f602e\"], \"total_duration\": 857.0, \"total_sessions\": 8, \"mean_week_duration\": 4.608}}, {\"13836\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-02-01 15:39:47.000000+00:00\", \"2021-11-26 19:16:34.000000+00:00\"], \"session_ids\": [\"0ef1d1db-8249-461e-b9c8-c7549b137764\", \"040574ff-c1b4-4308-837a-227344cf1567\"], \"total_duration\": 335.0, \"total_sessions\": 2, \"mean_week_duration\": 5.403}}]\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[{\"85855\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-29 05:55:24.000000+00:00\", \"2023-06-06 20:19:34.000000+00:00\"], \"session_ids\": [\"aaf59d53-fe6f-45c0-a8bb-390d592e5981\", \"c54d7c8f-46aa-4221-a65f-d7033321cff1\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.199}}, {\"68535\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-01-01 13:39:28.000000+00:00\", \"2023-04-06 07:49:56.000000+00:00\", \"2022-02-11 03:17:47.000000+00:00\"], \"session_ids\": [\"ea55cee4-1e1f-48d6-9fe6-d98c54b7c492\", \"f7db3e61-6bef-4209-8187-a1bbd37eebc1\", \"f27c1692-862f-47e3-aa8b-680eefa2932c\"], \"total_duration\": 41.0, \"total_sessions\": 3, \"mean_week_duration\": 0.241}}, {\"91853\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-06-17 01:44:13.000000+00:00\", \"2022-01-26 01:20:54.000000+00:00\", \"2019-03-22 05:42:29.000000+00:00\"], \"session_ids\": [\"82525672-b0db-4fa4-94b1-4c9001699c19\", \"42b1646d-6f84-4887-9dd2-b0e04c909dad\", \"8476fb8a-2c2b-4fa1-956e-07536e93283b\"], \"total_duration\": 105.0, \"total_sessions\": 3, \"mean_week_duration\": 0.475}}, {\"73258\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-02-11 16:49:49.000000+00:00\", \"2022-02-24 17:47:40.000000+00:00\", \"2021-05-20 23:44:48.000000+00:00\", \"2019-04-29 20:11:54.000000+00:00\"], \"session_ids\": [\"9836a1b3-262f-4aed-bff1-dc788d4b14b0\", \"c16d082d-d1f8-4aa5-93bd-8642b5e33728\", \"5b829fd0-0bc5-46a1-ae81-01d2a6bd6421\", \"e8fdfc43-3448-40e5-93d8-36f67348af9a\"], \"total_duration\": 262.0, \"total_sessions\": 4, \"mean_week_duration\": 1.77}}, {\"86687\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-12-29 19:14:51.000000+00:00\", \"2021-05-28 20:14:26.000000+00:00\"], \"session_ids\": [\"fd666396-7405-4ba8-a34f-8f23d9f8baf4\", \"71d246d8-3874-42a3-8123-71e2cb6ae035\"], \"total_duration\": 373.0, \"total_sessions\": 2, \"mean_week_duration\": 4.494}}, {\"29334\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-08-18 10:55:03.000000+00:00\", \"2021-12-13 12:34:19.000000+00:00\", \"2021-12-16 23:40:18.000000+00:00\", \"2021-02-27 14:05:39.000000+00:00\", \"2021-10-08 13:34:00.000000+00:00\", \"2020-12-10 18:38:27.000000+00:00\", \"2019-02-28 20:05:01.000000+00:00\", \"2019-01-27 03:30:54.000000+00:00\"], \"session_ids\": [\"ce77f77d-5459-4575-980a-9b984905bea3\", \"17591964-4dd4-4dd2-b1cb-8b99deb87433\", \"82709ebf-64f3-4010-8c5c-cea6fbd3eae4\", \"2bdd4b40-152f-4045-bf23-7c4ab861b18e\", \"c05c6737-931f-44d9-94fc-e93280b94ccf\", \"12fcdefc-62b5-436c-be17-d30a6af7620c\", \"6dcd1d41-99ea-4e30-988c-dce735f1671f\", \"6ceb3931-04c5-4e32-9ac5-5fce8f8f602e\"], \"total_duration\": 857.0, \"total_sessions\": 8, \"mean_week_duration\": 4.608}}, {\"13836\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-02-01 15:39:47.000000+00:00\", \"2021-11-26 19:16:34.000000+00:00\"], \"session_ids\": [\"0ef1d1db-8249-461e-b9c8-c7549b137764\", \"040574ff-c1b4-4308-837a-227344cf1567\"], \"total_duration\": 335.0, \"total_sessions\": 2, \"mean_week_duration\": 5.403}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me user who doesn't live in city Bangkok plus sort by total sessions asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"61040\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-06-16 03:46:02.000000+00:00\", \"2020-05-15 22:03:02.000000+00:00\"], \"session_ids\": [\"84264ca2-9179-459c-9aff-9306dca3c098\", \"81d72cf0-03e1-4ec3-9b28-466582c0b5ee\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 3.614}, \"97299\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-10 23:22:06.000000+00:00\", \"2021-11-16 06:59:49.000000+00:00\", \"2020-03-07 15:06:41.000000+00:00\"], \"session_ids\": [\"e3ad540a-3d26-4929-92b0-9296ae126cea\", \"5a0283e8-9320-46fe-bfca-f7077f2ed4e1\", \"e153527f-68e3-4ba9-a757-29afa86bd3bd\"], \"total_duration\": 231.0, \"total_sessions\": 3, \"mean_week_duration\": 2.596}, \"62002\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-09-23 14:59:47.000000+00:00\", \"2022-11-30 23:41:51.000000+00:00\"], \"session_ids\": [\"908389ee-7c95-4304-84d1-903dc344519e\", \"90264bf0-8a42-4312-8f60-ead196305940\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 0.684}, \"2091\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-07-31 11:10:46.000000+00:00\", \"2019-09-11 07:27:33.000000+00:00\", \"2023-03-28 19:38:22.000000+00:00\", \"2023-03-29 07:36:09.000000+00:00\", \"2022-09-24 12:43:04.000000+00:00\"], \"session_ids\": [\"f94839b6-03de-4832-a1cc-c1b6cbea806a\", \"1d1c1d4f-ed3f-4a08-ab71-8f6bee47ed38\", \"a69ac529-abad-42bc-a68c-23865bad74f8\", \"13c8d357-ccba-4473-9ce4-fd917162ad95\", \"f4486193-cf9f-4d71-88d5-1eeac2b72e18\"], \"total_duration\": 557.0, \"total_sessions\": 5, \"mean_week_duration\": 3.011}, \"20338\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-06-29 06:55:19.000000+00:00\", \"2021-08-21 03:00:36.000000+00:00\", \"2022-09-17 13:30:58.000000+00:00\"], \"session_ids\": [\"4eb5c697-a565-47f0-a117-fcaebcf061ca\", \"5d07ddee-fdf2-4f80-bea6-2c93e47adc06\", \"7ecea89c-2f6e-44e9-b8f9-9182ee28f4cf\"], \"total_duration\": 124.0, \"total_sessions\": 3, \"mean_week_duration\": 1.278}, \"2566\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-05-07 12:43:25.000000+00:00\", \"2021-12-01 22:49:13.000000+00:00\", \"2020-02-29 08:11:51.000000+00:00\", \"2022-09-05 01:40:21.000000+00:00\", \"2021-11-18 20:56:38.000000+00:00\", \"2020-02-16 02:52:15.000000+00:00\", \"2019-08-21 12:28:52.000000+00:00\", \"2019-04-27 09:30:22.000000+00:00\"], \"session_ids\": [\"8cf1357b-472d-45b1-aa9a-a6bdd00885f3\", \"669f2856-1519-4f8f-a711-fbfb08777fd5\", \"e4a0ea63-e53f-456c-92b0-7310891e63b6\", \"78e69eab-c12b-4f66-9618-b5d017822d16\", \"e24a3a8d-147a-4388-a432-f24fb8acf878\", \"37777ac3-13d6-4882-8f9a-073443b854c8\", \"1da08b30-c50f-47de-b401-5ddb9864e986\", \"9edcccc1-a103-4775-aeb4-2aef2a03709e\"], \"total_duration\": 951.0, \"total_sessions\": 8, \"mean_week_duration\": 4.507}, \"24674\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-02 17:47:14.000000+00:00\", \"2020-12-27 21:26:54.000000+00:00\", \"2021-06-22 04:22:49.000000+00:00\", \"2021-03-14 04:08:53.000000+00:00\", \"2019-01-18 16:46:20.000000+00:00\", \"2020-04-21 17:08:30.000000+00:00\"], \"session_ids\": [\"20cb9554-6620-4d99-93d8-721678b7dc04\", \"381b6bef-fb89-4561-9cd2-44ee47fc193a\", \"e3bdfff4-6419-4dda-997d-9b91f0f01ba0\", \"7cebb83d-af19-4e85-a340-87fa34ce6c83\", \"a0503d55-48ca-4c9e-aed2-a04591022c08\", \"1e8a92de-34f1-4f22-9bc3-8715f1be055c\"], \"total_duration\": 465.0, \"total_sessions\": 6, \"mean_week_duration\": 3.0}, \"92550\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-09-07 12:21:27.000000+00:00\", \"2021-05-01 05:44:01.000000+00:00\", \"2022-03-31 07:44:48.000000+00:00\"], \"session_ids\": [\"52569311-ffe7-41a7-8f74-d1f9afa8c3b4\", \"6fe6d645-6cd1-466c-b556-49b7de2ba421\", \"9ca2d54f-648b-4752-b6bb-fdb316e61d7d\"], \"total_duration\": 342.0, \"total_sessions\": 3, \"mean_week_duration\": 2.552}, \"23325\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-06-13 16:13:23.000000+00:00\", \"2019-10-29 06:51:30.000000+00:00\"], \"session_ids\": [\"84d121bc-c66f-4cd4-b4c5-b9a6a9b3b260\", \"fc261c01-fa64-4c2a-bd46-c82f099f8769\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 0.8}, \"21905\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-12-17 23:37:07.000000+00:00\", \"2022-06-13 05:32:02.000000+00:00\", \"2019-02-26 18:07:37.000000+00:00\", \"2020-12-18 14:37:41.000000+00:00\", \"2019-09-03 23:24:36.000000+00:00\", \"2023-01-15 09:15:46.000000+00:00\", \"2021-03-21 22:23:23.000000+00:00\", \"2020-10-26 08:14:46.000000+00:00\"], \"session_ids\": [\"d0d17e93-1da3-4ac0-b6a3-cdafd68b8d32\", \"a584b945-b2b7-450d-be21-9b642a4b907a\", \"29afff1b-7e3e-4110-a104-e99019ed4c98\", \"dedda3a7-f0b8-484d-87c9-672a89e91b6e\", \"f2e925d0-e61e-496f-ae62-b8b3dfb0a75c\", \"73ad449b-3cd0-46c3-a84f-d28bb706b181\", \"37e3227f-1840-4c5d-ae8e-392226b6100f\", \"f87e8a45-a927-4afd-bf03-a56aa0be7fce\"], \"total_duration\": 470.0, \"total_sessions\": 8, \"mean_week_duration\": 2.315}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is not Bangkok"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Bangkok\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"61040\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-06-16 03:46:02.000000+00:00\", \"2020-05-15 22:03:02.000000+00:00\"], \"session_ids\": [\"84264ca2-9179-459c-9aff-9306dca3c098\", \"81d72cf0-03e1-4ec3-9b28-466582c0b5ee\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 3.614}, \"97299\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-10 23:22:06.000000+00:00\", \"2021-11-16 06:59:49.000000+00:00\", \"2020-03-07 15:06:41.000000+00:00\"], \"session_ids\": [\"e3ad540a-3d26-4929-92b0-9296ae126cea\", \"5a0283e8-9320-46fe-bfca-f7077f2ed4e1\", \"e153527f-68e3-4ba9-a757-29afa86bd3bd\"], \"total_duration\": 231.0, \"total_sessions\": 3, \"mean_week_duration\": 2.596}, \"62002\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-09-23 14:59:47.000000+00:00\", \"2022-11-30 23:41:51.000000+00:00\"], \"session_ids\": [\"908389ee-7c95-4304-84d1-903dc344519e\", \"90264bf0-8a42-4312-8f60-ead196305940\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 0.684}, \"2091\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-07-31 11:10:46.000000+00:00\", \"2019-09-11 07:27:33.000000+00:00\", \"2023-03-28 19:38:22.000000+00:00\", \"2023-03-29 07:36:09.000000+00:00\", \"2022-09-24 12:43:04.000000+00:00\"], \"session_ids\": [\"f94839b6-03de-4832-a1cc-c1b6cbea806a\", \"1d1c1d4f-ed3f-4a08-ab71-8f6bee47ed38\", \"a69ac529-abad-42bc-a68c-23865bad74f8\", \"13c8d357-ccba-4473-9ce4-fd917162ad95\", \"f4486193-cf9f-4d71-88d5-1eeac2b72e18\"], \"total_duration\": 557.0, \"total_sessions\": 5, \"mean_week_duration\": 3.011}, \"20338\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-06-29 06:55:19.000000+00:00\", \"2021-08-21 03:00:36.000000+00:00\", \"2022-09-17 13:30:58.000000+00:00\"], \"session_ids\": [\"4eb5c697-a565-47f0-a117-fcaebcf061ca\", \"5d07ddee-fdf2-4f80-bea6-2c93e47adc06\", \"7ecea89c-2f6e-44e9-b8f9-9182ee28f4cf\"], \"total_duration\": 124.0, \"total_sessions\": 3, \"mean_week_duration\": 1.278}, \"2566\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-05-07 12:43:25.000000+00:00\", \"2021-12-01 22:49:13.000000+00:00\", \"2020-02-29 08:11:51.000000+00:00\", \"2022-09-05 01:40:21.000000+00:00\", \"2021-11-18 20:56:38.000000+00:00\", \"2020-02-16 02:52:15.000000+00:00\", \"2019-08-21 12:28:52.000000+00:00\", \"2019-04-27 09:30:22.000000+00:00\"], \"session_ids\": [\"8cf1357b-472d-45b1-aa9a-a6bdd00885f3\", \"669f2856-1519-4f8f-a711-fbfb08777fd5\", \"e4a0ea63-e53f-456c-92b0-7310891e63b6\", \"78e69eab-c12b-4f66-9618-b5d017822d16\", \"e24a3a8d-147a-4388-a432-f24fb8acf878\", \"37777ac3-13d6-4882-8f9a-073443b854c8\", \"1da08b30-c50f-47de-b401-5ddb9864e986\", \"9edcccc1-a103-4775-aeb4-2aef2a03709e\"], \"total_duration\": 951.0, \"total_sessions\": 8, \"mean_week_duration\": 4.507}, \"24674\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-02 17:47:14.000000+00:00\", \"2020-12-27 21:26:54.000000+00:00\", \"2021-06-22 04:22:49.000000+00:00\", \"2021-03-14 04:08:53.000000+00:00\", \"2019-01-18 16:46:20.000000+00:00\", \"2020-04-21 17:08:30.000000+00:00\"], \"session_ids\": [\"20cb9554-6620-4d99-93d8-721678b7dc04\", \"381b6bef-fb89-4561-9cd2-44ee47fc193a\", \"e3bdfff4-6419-4dda-997d-9b91f0f01ba0\", \"7cebb83d-af19-4e85-a340-87fa34ce6c83\", \"a0503d55-48ca-4c9e-aed2-a04591022c08\", \"1e8a92de-34f1-4f22-9bc3-8715f1be055c\"], \"total_duration\": 465.0, \"total_sessions\": 6, \"mean_week_duration\": 3.0}, \"92550\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-09-07 12:21:27.000000+00:00\", \"2021-05-01 05:44:01.000000+00:00\", \"2022-03-31 07:44:48.000000+00:00\"], \"session_ids\": [\"52569311-ffe7-41a7-8f74-d1f9afa8c3b4\", \"6fe6d645-6cd1-466c-b556-49b7de2ba421\", \"9ca2d54f-648b-4752-b6bb-fdb316e61d7d\"], \"total_duration\": 342.0, \"total_sessions\": 3, \"mean_week_duration\": 2.552}, \"23325\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-06-13 16:13:23.000000+00:00\", \"2019-10-29 06:51:30.000000+00:00\"], \"session_ids\": [\"84d121bc-c66f-4cd4-b4c5-b9a6a9b3b260\", \"fc261c01-fa64-4c2a-bd46-c82f099f8769\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 0.8}, \"21905\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-12-17 23:37:07.000000+00:00\", \"2022-06-13 05:32:02.000000+00:00\", \"2019-02-26 18:07:37.000000+00:00\", \"2020-12-18 14:37:41.000000+00:00\", \"2019-09-03 23:24:36.000000+00:00\", \"2023-01-15 09:15:46.000000+00:00\", \"2021-03-21 22:23:23.000000+00:00\", \"2020-10-26 08:14:46.000000+00:00\"], \"session_ids\": [\"d0d17e93-1da3-4ac0-b6a3-cdafd68b8d32\", \"a584b945-b2b7-450d-be21-9b642a4b907a\", \"29afff1b-7e3e-4110-a104-e99019ed4c98\", \"dedda3a7-f0b8-484d-87c9-672a89e91b6e\", \"f2e925d0-e61e-496f-ae62-b8b3dfb0a75c\", \"73ad449b-3cd0-46c3-a84f-d28bb706b181\", \"37e3227f-1840-4c5d-ae8e-392226b6100f\", \"f87e8a45-a927-4afd-bf03-a56aa0be7fce\"], \"total_duration\": 470.0, \"total_sessions\": 8, \"mean_week_duration\": 2.315}}\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[{\"61040\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-06-16 03:46:02.000000+00:00\", \"2020-05-15 22:03:02.000000+00:00\"], \"session_ids\": [\"84264ca2-9179-459c-9aff-9306dca3c098\", \"81d72cf0-03e1-4ec3-9b28-466582c0b5ee\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 3.614}}, {\"62002\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-09-23 14:59:47.000000+00:00\", \"2022-11-30 23:41:51.000000+00:00\"], \"session_ids\": [\"908389ee-7c95-4304-84d1-903dc344519e\", \"90264bf0-8a42-4312-8f60-ead196305940\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 0.684}}, {\"23325\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-06-13 16:13:23.000000+00:00\", \"2019-10-29 06:51:30.000000+00:00\"], \"session_ids\": [\"84d121bc-c66f-4cd4-b4c5-b9a6a9b3b260\", \"fc261c01-fa64-4c2a-bd46-c82f099f8769\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 0.8}}, {\"97299\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-10 23:22:06.000000+00:00\", \"2021-11-16 06:59:49.000000+00:00\", \"2020-03-07 15:06:41.000000+00:00\"], \"session_ids\": [\"e3ad540a-3d26-4929-92b0-9296ae126cea\", \"5a0283e8-9320-46fe-bfca-f7077f2ed4e1\", \"e153527f-68e3-4ba9-a757-29afa86bd3bd\"], \"total_duration\": 231.0, \"total_sessions\": 3, \"mean_week_duration\": 2.596}}, {\"20338\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-06-29 06:55:19.000000+00:00\", \"2021-08-21 03:00:36.000000+00:00\", \"2022-09-17 13:30:58.000000+00:00\"], \"session_ids\": [\"4eb5c697-a565-47f0-a117-fcaebcf061ca\", \"5d07ddee-fdf2-4f80-bea6-2c93e47adc06\", \"7ecea89c-2f6e-44e9-b8f9-9182ee28f4cf\"], \"total_duration\": 124.0, \"total_sessions\": 3, \"mean_week_duration\": 1.278}}, {\"92550\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-09-07 12:21:27.000000+00:00\", \"2021-05-01 05:44:01.000000+00:00\", \"2022-03-31 07:44:48.000000+00:00\"], \"session_ids\": [\"52569311-ffe7-41a7-8f74-d1f9afa8c3b4\", \"6fe6d645-6cd1-466c-b556-49b7de2ba421\", \"9ca2d54f-648b-4752-b6bb-fdb316e61d7d\"], \"total_duration\": 342.0, \"total_sessions\": 3, \"mean_week_duration\": 2.552}}, {\"2091\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-07-31 11:10:46.000000+00:00\", \"2019-09-11 07:27:33.000000+00:00\", \"2023-03-28 19:38:22.000000+00:00\", \"2023-03-29 07:36:09.000000+00:00\", \"2022-09-24 12:43:04.000000+00:00\"], \"session_ids\": [\"f94839b6-03de-4832-a1cc-c1b6cbea806a\", \"1d1c1d4f-ed3f-4a08-ab71-8f6bee47ed38\", \"a69ac529-abad-42bc-a68c-23865bad74f8\", \"13c8d357-ccba-4473-9ce4-fd917162ad95\", \"f4486193-cf9f-4d71-88d5-1eeac2b72e18\"], \"total_duration\": 557.0, \"total_sessions\": 5, \"mean_week_duration\": 3.011}}, {\"24674\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-02 17:47:14.000000+00:00\", \"2020-12-27 21:26:54.000000+00:00\", \"2021-06-22 04:22:49.000000+00:00\", \"2021-03-14 04:08:53.000000+00:00\", \"2019-01-18 16:46:20.000000+00:00\", \"2020-04-21 17:08:30.000000+00:00\"], \"session_ids\": [\"20cb9554-6620-4d99-93d8-721678b7dc04\", \"381b6bef-fb89-4561-9cd2-44ee47fc193a\", \"e3bdfff4-6419-4dda-997d-9b91f0f01ba0\", \"7cebb83d-af19-4e85-a340-87fa34ce6c83\", \"a0503d55-48ca-4c9e-aed2-a04591022c08\", \"1e8a92de-34f1-4f22-9bc3-8715f1be055c\"], \"total_duration\": 465.0, \"total_sessions\": 6, \"mean_week_duration\": 3.0}}, {\"2566\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-05-07 12:43:25.000000+00:00\", \"2021-12-01 22:49:13.000000+00:00\", \"2020-02-29 08:11:51.000000+00:00\", \"2022-09-05 01:40:21.000000+00:00\", \"2021-11-18 20:56:38.000000+00:00\", \"2020-02-16 02:52:15.000000+00:00\", \"2019-08-21 12:28:52.000000+00:00\", \"2019-04-27 09:30:22.000000+00:00\"], \"session_ids\": [\"8cf1357b-472d-45b1-aa9a-a6bdd00885f3\", \"669f2856-1519-4f8f-a711-fbfb08777fd5\", \"e4a0ea63-e53f-456c-92b0-7310891e63b6\", \"78e69eab-c12b-4f66-9618-b5d017822d16\", \"e24a3a8d-147a-4388-a432-f24fb8acf878\", \"37777ac3-13d6-4882-8f9a-073443b854c8\", \"1da08b30-c50f-47de-b401-5ddb9864e986\", \"9edcccc1-a103-4775-aeb4-2aef2a03709e\"], \"total_duration\": 951.0, \"total_sessions\": 8, \"mean_week_duration\": 4.507}}, {\"21905\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-12-17 23:37:07.000000+00:00\", \"2022-06-13 05:32:02.000000+00:00\", \"2019-02-26 18:07:37.000000+00:00\", \"2020-12-18 14:37:41.000000+00:00\", \"2019-09-03 23:24:36.000000+00:00\", \"2023-01-15 09:15:46.000000+00:00\", \"2021-03-21 22:23:23.000000+00:00\", \"2020-10-26 08:14:46.000000+00:00\"], \"session_ids\": [\"d0d17e93-1da3-4ac0-b6a3-cdafd68b8d32\", \"a584b945-b2b7-450d-be21-9b642a4b907a\", \"29afff1b-7e3e-4110-a104-e99019ed4c98\", \"dedda3a7-f0b8-484d-87c9-672a89e91b6e\", \"f2e925d0-e61e-496f-ae62-b8b3dfb0a75c\", \"73ad449b-3cd0-46c3-a84f-d28bb706b181\", \"37e3227f-1840-4c5d-ae8e-392226b6100f\", \"f87e8a45-a927-4afd-bf03-a56aa0be7fce\"], \"total_duration\": 470.0, \"total_sessions\": 8, \"mean_week_duration\": 2.315}}]\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[{\"61040\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-06-16 03:46:02.000000+00:00\", \"2020-05-15 22:03:02.000000+00:00\"], \"session_ids\": [\"84264ca2-9179-459c-9aff-9306dca3c098\", \"81d72cf0-03e1-4ec3-9b28-466582c0b5ee\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 3.614}}]\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[{\"61040\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-06-16 03:46:02.000000+00:00\", \"2020-05-15 22:03:02.000000+00:00\"], \"session_ids\": [\"84264ca2-9179-459c-9aff-9306dca3c098\", \"81d72cf0-03e1-4ec3-9b28-466582c0b5ee\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 3.614}}]\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 1778 in addition perform sorting by duration total in asc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"69442\": {\"keyflows\": {\"Sign In Flow\": 11, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-05-11 20:56:33.000000+00:00\", \"2022-12-04 00:25:24.000000+00:00\", \"2021-03-20 03:59:27.000000+00:00\", \"2022-07-29 22:09:43.000000+00:00\"], \"session_ids\": [\"f6de51b9-5342-475f-812a-b904371b5e3e\", \"64a5b0e1-e0d6-49c0-88be-3dd9d6cf12cc\", \"e41a9e5a-2d73-4521-9a95-0e4ec6cc1717\", \"940bc3fc-8d81-43e4-b0b2-bd2fed295c88\"], \"total_duration\": 670.0, \"total_sessions\": 4, \"mean_week_duration\": 5.0}, \"71302\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-02-06 08:48:12.000000+00:00\", \"2023-01-15 01:48:25.000000+00:00\", \"2019-05-16 05:58:26.000000+00:00\", \"2023-02-20 00:50:25.000000+00:00\"], \"session_ids\": [\"96838c4e-3604-4d3b-8740-d9bfac7930cf\", \"d4fba0db-fb68-464c-831c-233762083619\", \"be4578cb-85d2-4860-bc1e-4e76f387b489\", \"cdd0c9da-660d-402c-ac9a-5040880b97db\"], \"total_duration\": 729.0, \"total_sessions\": 4, \"mean_week_duration\": 3.701}, \"59249\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-08-20 01:54:48.000000+00:00\", \"2023-02-23 17:30:05.000000+00:00\"], \"session_ids\": [\"ccdc058c-72d6-4a11-a86d-3618036bff87\", \"d083bb12-a4f8-447b-a5a8-12ab35b7dd2f\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 0.435}, \"6346\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-02-19 17:40:43.000000+00:00\", \"2019-05-13 23:43:31.000000+00:00\", \"2023-05-07 00:54:52.000000+00:00\", \"2021-02-14 02:37:02.000000+00:00\", \"2020-02-23 08:23:44.000000+00:00\", \"2019-06-01 03:18:24.000000+00:00\", \"2022-03-24 15:00:34.000000+00:00\", \"2020-10-17 02:06:28.000000+00:00\", \"2022-04-10 06:31:55.000000+00:00\", \"2021-04-04 16:17:32.000000+00:00\"], \"session_ids\": [\"06487b9d-ee13-4ef8-ab73-8fe924b720f3\", \"66711f5f-5394-41b9-99b3-2f527fd4a864\", \"fce5fba6-cb16-4217-85a7-e9179062fd1e\", \"471d6650-8a1d-4b88-aff0-cbc325938a42\", \"ea2d4724-30bf-4c0d-955c-06f799564af3\", \"0e214bc6-a3d7-497e-99d0-d626071802b8\", \"497876a8-7f2c-402b-bc1d-61c96ddf28b8\", \"6cd3c172-5696-4745-9ef9-27af7313c643\", \"1b475264-ed61-43c2-823e-79d783a74848\", \"95dc111a-7446-404d-bd8c-e4ae8e9b04f6\"], \"total_duration\": 17362.0, \"total_sessions\": 10, \"mean_week_duration\": 83.471}, \"36778\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-08-10 23:27:02.000000+00:00\", \"2019-10-12 12:47:36.000000+00:00\"], \"session_ids\": [\"5033d04a-721b-4fec-8e4f-14917ccb0a24\", \"4ffe28cc-ea5c-4b75-a0b5-01d414054d60\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 3.76}, \"50682\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-02-10 22:59:24.000000+00:00\", \"2020-12-09 04:31:59.000000+00:00\"], \"session_ids\": [\"25e959fa-9980-4d1f-a442-656b6e593db7\", \"ca7625eb-94ef-41ce-be27-fcc83ea9b1d9\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 1.368}, \"20066\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 4, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-10-20 18:46:02.000000+00:00\", \"2021-03-31 19:53:11.000000+00:00\"], \"session_ids\": [\"2bca6e89-b8d5-4fea-b4dd-642f1d6bd42a\", \"7304f1c8-4e95-424e-be8f-7fe3cac5081d\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 2.542}, \"5648\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 4, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-04-25 07:33:46.000000+00:00\", \"2022-05-31 02:43:29.000000+00:00\", \"2023-05-24 14:34:07.000000+00:00\", \"2021-03-23 20:00:41.000000+00:00\", \"2022-03-12 09:45:41.000000+00:00\", \"2021-03-09 21:18:55.000000+00:00\"], \"session_ids\": [\"b85acba4-a3d7-4b8c-a974-a8ecb8cfcf92\", \"2c81dbdf-d6fc-40a4-9cfb-1baf374484a0\", \"daddce8c-0441-4140-aa78-50682ce17783\", \"ec58d13a-3126-4db5-8a18-026bc34535b0\", \"de65aaa0-ab22-4211-92d0-e8ffe9a1dbb3\", \"04d98342-5218-4f26-9522-c537bc288116\"], \"total_duration\": 203.0, \"total_sessions\": 6, \"mean_week_duration\": 1.765}, \"37002\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-07-06 17:36:00.000000+00:00\", \"2022-11-02 21:21:42.000000+00:00\", \"2021-07-14 14:44:18.000000+00:00\", \"2021-12-25 20:06:23.000000+00:00\"], \"session_ids\": [\"38a8dc40-d533-42c8-b0e7-fa1ad44177b4\", \"07171965-c7d1-4ccc-8251-a959938a278d\", \"0fe46a6b-d8fb-4fad-91a4-e0892178df1d\", \"ac628ff9-deb5-43e0-bea1-81e69e723fc9\"], \"total_duration\": 1863.0, \"total_sessions\": 4, \"mean_week_duration\": 26.614}, \"79193\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-14 15:48:51.000000+00:00\", \"2020-07-03 06:08:49.000000+00:00\", \"2021-04-17 04:43:32.000000+00:00\"], \"session_ids\": [\"bbea4b03-62a3-4cdf-a1d5-1932d130e99a\", \"cadc161a-73b8-4b2f-8d7a-3822a6f67385\", \"2714067e-85f9-469a-a19a-ef7d4591fe90\"], \"total_duration\": 161.0, \"total_sessions\": 3, \"mean_week_duration\": 1.298}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are 1778"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"==\"]]}, \"all_values\": {\"total_duration\": [[1778, 4185]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to 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": "Display 6 users pieces of information who don't live in cities Dubai, Quito, Vienna, Sydney, Istanbul, Havana, Seoul, New York City , and do sorting by average_week_duration ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"36569\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-11-04 19:34:30.000000+00:00\", \"2021-11-11 07:40:31.000000+00:00\", \"2020-08-01 11:18:34.000000+00:00\"], \"session_ids\": [\"e89f44e3-e404-4aee-a6b9-1335fde97934\", \"83cd580f-bee5-4f13-8b68-0cc0b1276a2b\", \"c639d6ab-68d1-4cd6-9c9f-f3056024e457\"], \"total_duration\": 1083.0, \"total_sessions\": 3, \"mean_week_duration\": 9.178}, \"72740\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-08-29 07:02:45.000000+00:00\", \"2020-05-08 13:34:01.000000+00:00\"], \"session_ids\": [\"3a921c3b-6307-46a6-83ab-b6b5a4524ec2\", \"d483516d-f3ce-4400-8882-0cad6b1811d3\"], \"total_duration\": 419.0, \"total_sessions\": 2, \"mean_week_duration\": 26.188}, \"79963\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2022-02-26 02:43:33.000000+00:00\", \"2022-06-15 00:23:58.000000+00:00\"], \"session_ids\": [\"ee9856d0-e502-4ac3-afb6-1eba39d3917f\", \"eb71fa82-55a0-455e-a87b-c7ca3aeb9204\"], \"total_duration\": 244.0, \"total_sessions\": 2, \"mean_week_duration\": 15.25}, \"92253\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-04-24 07:45:29.000000+00:00\", \"2019-10-11 08:17:28.000000+00:00\", \"2021-01-24 05:26:54.000000+00:00\", \"2020-10-05 11:19:00.000000+00:00\", \"2019-08-02 04:46:49.000000+00:00\"], \"session_ids\": [\"61b6b622-1646-49a1-ac9a-5d3a04a09220\", \"7de9cb75-5eda-4996-a7fe-d71abae46f6b\", \"02e4e1ea-c6f0-40a5-98ac-de33bb5f7894\", \"02d9a458-d2ca-47ef-b403-e23df019053c\", \"aa59d44c-9b5b-488b-894f-a7d018e85e80\"], \"total_duration\": 2978.0, \"total_sessions\": 5, \"mean_week_duration\": 15.272}, \"53121\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-02-15 05:46:06.000000+00:00\", \"2020-01-11 08:30:20.000000+00:00\"], \"session_ids\": [\"0a771800-7679-433c-9895-7b18bc7b7822\", \"601afec4-71f5-4f22-92c4-c8c3aad75a19\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 7.8}, \"21249\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-04-12 00:46:47.000000+00:00\", \"2019-03-08 22:18:24.000000+00:00\", \"2019-10-14 01:37:00.000000+00:00\"], \"session_ids\": [\"4559f29e-1481-4e95-a4cf-4229108f3dad\", \"452511cb-535e-43cd-8217-a202f42803d6\", \"6dfd1ed2-bd11-48dd-8d22-1f992b2e5e5d\"], \"total_duration\": 350.0, \"total_sessions\": 3, \"mean_week_duration\": 6.034}, \"20146\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-08-08 06:02:24.000000+00:00\", \"2019-04-13 20:31:49.000000+00:00\", \"2022-05-25 08:12:49.000000+00:00\"], \"session_ids\": [\"29349aed-0deb-4421-87d3-7667a04d1af0\", \"d1239e5b-3432-486a-bc9c-f730e18f3baf\", \"3f4e503d-df0d-4836-ab8e-38528e68fcd8\"], \"total_duration\": 92.0, \"total_sessions\": 3, \"mean_week_duration\": 0.564}, \"41298\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-05-05 02:13:45.000000+00:00\", \"2021-07-07 19:30:21.000000+00:00\"], \"session_ids\": [\"c516d5a7-4e61-44ed-902c-2c50ef7daada\", \"1bc048e9-f68e-493b-b2f1-83e31ee5228c\"], \"total_duration\": 190.0, \"total_sessions\": 2, \"mean_week_duration\": 1.667}, \"31030\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"New York City\", \"datetimes\": [\"2020-05-17 00:32:45.000000+00:00\", \"2019-07-07 08:38:39.000000+00:00\"], \"session_ids\": [\"144c6fe1-cc4e-4845-afd3-5ee9ee058bd3\", \"6ca0a063-ca9f-4b84-9f46-57b4d0f246ca\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.778}, \"89087\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-09-25 15:59:16.000000+00:00\", \"2022-08-25 15:04:02.000000+00:00\", \"2023-02-06 21:28:08.000000+00:00\", \"2023-04-19 21:58:19.000000+00:00\"], \"session_ids\": [\"145163d4-a185-45d5-b2ee-d0daa6772830\", \"7c11260c-6857-4f9f-b4e9-37e5e28dc1b2\", \"287d397b-5065-499f-9834-5481d6332522\", \"528c9e9d-837a-44e2-8685-f7e5553e31b5\"], \"total_duration\": 1892.0, \"total_sessions\": 4, \"mean_week_duration\": 55.647}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Dubai, Quito, Vienna, Sydney, Istanbul, Havana, Seoul, New York City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Dubai\", \"Quito\", \"Vienna\", \"Sydney\", \"Istanbul\", \"Havana\", \"Seoul\", \"New York City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"36569\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-11-04 19:34:30.000000+00:00\", \"2021-11-11 07:40:31.000000+00:00\", \"2020-08-01 11:18:34.000000+00:00\"], \"session_ids\": [\"e89f44e3-e404-4aee-a6b9-1335fde97934\", \"83cd580f-bee5-4f13-8b68-0cc0b1276a2b\", \"c639d6ab-68d1-4cd6-9c9f-f3056024e457\"], \"total_duration\": 1083.0, \"total_sessions\": 3, \"mean_week_duration\": 9.178}, \"72740\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-08-29 07:02:45.000000+00:00\", \"2020-05-08 13:34:01.000000+00:00\"], \"session_ids\": [\"3a921c3b-6307-46a6-83ab-b6b5a4524ec2\", \"d483516d-f3ce-4400-8882-0cad6b1811d3\"], \"total_duration\": 419.0, \"total_sessions\": 2, \"mean_week_duration\": 26.188}, \"79963\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2022-02-26 02:43:33.000000+00:00\", \"2022-06-15 00:23:58.000000+00:00\"], \"session_ids\": [\"ee9856d0-e502-4ac3-afb6-1eba39d3917f\", \"eb71fa82-55a0-455e-a87b-c7ca3aeb9204\"], \"total_duration\": 244.0, \"total_sessions\": 2, \"mean_week_duration\": 15.25}, \"92253\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-04-24 07:45:29.000000+00:00\", \"2019-10-11 08:17:28.000000+00:00\", \"2021-01-24 05:26:54.000000+00:00\", \"2020-10-05 11:19:00.000000+00:00\", \"2019-08-02 04:46:49.000000+00:00\"], \"session_ids\": [\"61b6b622-1646-49a1-ac9a-5d3a04a09220\", \"7de9cb75-5eda-4996-a7fe-d71abae46f6b\", \"02e4e1ea-c6f0-40a5-98ac-de33bb5f7894\", \"02d9a458-d2ca-47ef-b403-e23df019053c\", \"aa59d44c-9b5b-488b-894f-a7d018e85e80\"], \"total_duration\": 2978.0, \"total_sessions\": 5, \"mean_week_duration\": 15.272}, \"53121\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-02-15 05:46:06.000000+00:00\", \"2020-01-11 08:30:20.000000+00:00\"], \"session_ids\": [\"0a771800-7679-433c-9895-7b18bc7b7822\", \"601afec4-71f5-4f22-92c4-c8c3aad75a19\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 7.8}, \"21249\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-04-12 00:46:47.000000+00:00\", \"2019-03-08 22:18:24.000000+00:00\", \"2019-10-14 01:37:00.000000+00:00\"], \"session_ids\": [\"4559f29e-1481-4e95-a4cf-4229108f3dad\", \"452511cb-535e-43cd-8217-a202f42803d6\", \"6dfd1ed2-bd11-48dd-8d22-1f992b2e5e5d\"], \"total_duration\": 350.0, \"total_sessions\": 3, \"mean_week_duration\": 6.034}, \"20146\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-08-08 06:02:24.000000+00:00\", \"2019-04-13 20:31:49.000000+00:00\", \"2022-05-25 08:12:49.000000+00:00\"], \"session_ids\": [\"29349aed-0deb-4421-87d3-7667a04d1af0\", \"d1239e5b-3432-486a-bc9c-f730e18f3baf\", \"3f4e503d-df0d-4836-ab8e-38528e68fcd8\"], \"total_duration\": 92.0, \"total_sessions\": 3, \"mean_week_duration\": 0.564}, \"41298\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-05-05 02:13:45.000000+00:00\", \"2021-07-07 19:30:21.000000+00:00\"], \"session_ids\": [\"c516d5a7-4e61-44ed-902c-2c50ef7daada\", \"1bc048e9-f68e-493b-b2f1-83e31ee5228c\"], \"total_duration\": 190.0, \"total_sessions\": 2, \"mean_week_duration\": 1.667}, \"89087\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-09-25 15:59:16.000000+00:00\", \"2022-08-25 15:04:02.000000+00:00\", \"2023-02-06 21:28:08.000000+00:00\", \"2023-04-19 21:58:19.000000+00:00\"], \"session_ids\": [\"145163d4-a185-45d5-b2ee-d0daa6772830\", \"7c11260c-6857-4f9f-b4e9-37e5e28dc1b2\", \"287d397b-5065-499f-9834-5481d6332522\", \"528c9e9d-837a-44e2-8685-f7e5553e31b5\"], \"total_duration\": 1892.0, \"total_sessions\": 4, \"mean_week_duration\": 55.647}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"20146\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-08-08 06:02:24.000000+00:00\", \"2019-04-13 20:31:49.000000+00:00\", \"2022-05-25 08:12:49.000000+00:00\"], \"session_ids\": [\"29349aed-0deb-4421-87d3-7667a04d1af0\", \"d1239e5b-3432-486a-bc9c-f730e18f3baf\", \"3f4e503d-df0d-4836-ab8e-38528e68fcd8\"], \"total_duration\": 92.0, \"total_sessions\": 3, \"mean_week_duration\": 0.564}}, {\"41298\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-05-05 02:13:45.000000+00:00\", \"2021-07-07 19:30:21.000000+00:00\"], \"session_ids\": [\"c516d5a7-4e61-44ed-902c-2c50ef7daada\", \"1bc048e9-f68e-493b-b2f1-83e31ee5228c\"], \"total_duration\": 190.0, \"total_sessions\": 2, \"mean_week_duration\": 1.667}}, {\"21249\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-04-12 00:46:47.000000+00:00\", \"2019-03-08 22:18:24.000000+00:00\", \"2019-10-14 01:37:00.000000+00:00\"], \"session_ids\": [\"4559f29e-1481-4e95-a4cf-4229108f3dad\", \"452511cb-535e-43cd-8217-a202f42803d6\", \"6dfd1ed2-bd11-48dd-8d22-1f992b2e5e5d\"], \"total_duration\": 350.0, \"total_sessions\": 3, \"mean_week_duration\": 6.034}}, {\"53121\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-02-15 05:46:06.000000+00:00\", \"2020-01-11 08:30:20.000000+00:00\"], \"session_ids\": [\"0a771800-7679-433c-9895-7b18bc7b7822\", \"601afec4-71f5-4f22-92c4-c8c3aad75a19\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 7.8}}, {\"36569\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-11-04 19:34:30.000000+00:00\", \"2021-11-11 07:40:31.000000+00:00\", \"2020-08-01 11:18:34.000000+00:00\"], \"session_ids\": [\"e89f44e3-e404-4aee-a6b9-1335fde97934\", \"83cd580f-bee5-4f13-8b68-0cc0b1276a2b\", \"c639d6ab-68d1-4cd6-9c9f-f3056024e457\"], \"total_duration\": 1083.0, \"total_sessions\": 3, \"mean_week_duration\": 9.178}}, {\"79963\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2022-02-26 02:43:33.000000+00:00\", \"2022-06-15 00:23:58.000000+00:00\"], \"session_ids\": [\"ee9856d0-e502-4ac3-afb6-1eba39d3917f\", \"eb71fa82-55a0-455e-a87b-c7ca3aeb9204\"], \"total_duration\": 244.0, \"total_sessions\": 2, \"mean_week_duration\": 15.25}}, {\"92253\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-04-24 07:45:29.000000+00:00\", \"2019-10-11 08:17:28.000000+00:00\", \"2021-01-24 05:26:54.000000+00:00\", \"2020-10-05 11:19:00.000000+00:00\", \"2019-08-02 04:46:49.000000+00:00\"], \"session_ids\": [\"61b6b622-1646-49a1-ac9a-5d3a04a09220\", \"7de9cb75-5eda-4996-a7fe-d71abae46f6b\", \"02e4e1ea-c6f0-40a5-98ac-de33bb5f7894\", \"02d9a458-d2ca-47ef-b403-e23df019053c\", \"aa59d44c-9b5b-488b-894f-a7d018e85e80\"], \"total_duration\": 2978.0, \"total_sessions\": 5, \"mean_week_duration\": 15.272}}, {\"72740\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-08-29 07:02:45.000000+00:00\", \"2020-05-08 13:34:01.000000+00:00\"], \"session_ids\": [\"3a921c3b-6307-46a6-83ab-b6b5a4524ec2\", \"d483516d-f3ce-4400-8882-0cad6b1811d3\"], \"total_duration\": 419.0, \"total_sessions\": 2, \"mean_week_duration\": 26.188}}, {\"89087\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-09-25 15:59:16.000000+00:00\", \"2022-08-25 15:04:02.000000+00:00\", \"2023-02-06 21:28:08.000000+00:00\", \"2023-04-19 21:58:19.000000+00:00\"], \"session_ids\": [\"145163d4-a185-45d5-b2ee-d0daa6772830\", \"7c11260c-6857-4f9f-b4e9-37e5e28dc1b2\", \"287d397b-5065-499f-9834-5481d6332522\", \"528c9e9d-837a-44e2-8685-f7e5553e31b5\"], \"total_duration\": 1892.0, \"total_sessions\": 4, \"mean_week_duration\": 55.647}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 6 entries, discarding 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[{\"20146\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-08-08 06:02:24.000000+00:00\", \"2019-04-13 20:31:49.000000+00:00\", \"2022-05-25 08:12:49.000000+00:00\"], \"session_ids\": [\"29349aed-0deb-4421-87d3-7667a04d1af0\", \"d1239e5b-3432-486a-bc9c-f730e18f3baf\", \"3f4e503d-df0d-4836-ab8e-38528e68fcd8\"], \"total_duration\": 92.0, \"total_sessions\": 3, \"mean_week_duration\": 0.564}}, {\"41298\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-05-05 02:13:45.000000+00:00\", \"2021-07-07 19:30:21.000000+00:00\"], \"session_ids\": [\"c516d5a7-4e61-44ed-902c-2c50ef7daada\", \"1bc048e9-f68e-493b-b2f1-83e31ee5228c\"], \"total_duration\": 190.0, \"total_sessions\": 2, \"mean_week_duration\": 1.667}}, {\"21249\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-04-12 00:46:47.000000+00:00\", \"2019-03-08 22:18:24.000000+00:00\", \"2019-10-14 01:37:00.000000+00:00\"], \"session_ids\": [\"4559f29e-1481-4e95-a4cf-4229108f3dad\", \"452511cb-535e-43cd-8217-a202f42803d6\", \"6dfd1ed2-bd11-48dd-8d22-1f992b2e5e5d\"], \"total_duration\": 350.0, \"total_sessions\": 3, \"mean_week_duration\": 6.034}}, {\"53121\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-02-15 05:46:06.000000+00:00\", \"2020-01-11 08:30:20.000000+00:00\"], \"session_ids\": [\"0a771800-7679-433c-9895-7b18bc7b7822\", \"601afec4-71f5-4f22-92c4-c8c3aad75a19\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 7.8}}, {\"36569\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-11-04 19:34:30.000000+00:00\", \"2021-11-11 07:40:31.000000+00:00\", \"2020-08-01 11:18:34.000000+00:00\"], \"session_ids\": [\"e89f44e3-e404-4aee-a6b9-1335fde97934\", \"83cd580f-bee5-4f13-8b68-0cc0b1276a2b\", \"c639d6ab-68d1-4cd6-9c9f-f3056024e457\"], \"total_duration\": 1083.0, \"total_sessions\": 3, \"mean_week_duration\": 9.178}}, {\"79963\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2022-02-26 02:43:33.000000+00:00\", \"2022-06-15 00:23:58.000000+00:00\"], \"session_ids\": [\"ee9856d0-e502-4ac3-afb6-1eba39d3917f\", \"eb71fa82-55a0-455e-a87b-c7ca3aeb9204\"], \"total_duration\": 244.0, \"total_sessions\": 2, \"mean_week_duration\": 15.25}}]\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[{\"20146\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-08-08 06:02:24.000000+00:00\", \"2019-04-13 20:31:49.000000+00:00\", \"2022-05-25 08:12:49.000000+00:00\"], \"session_ids\": [\"29349aed-0deb-4421-87d3-7667a04d1af0\", \"d1239e5b-3432-486a-bc9c-f730e18f3baf\", \"3f4e503d-df0d-4836-ab8e-38528e68fcd8\"], \"total_duration\": 92.0, \"total_sessions\": 3, \"mean_week_duration\": 0.564}}, {\"41298\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-05-05 02:13:45.000000+00:00\", \"2021-07-07 19:30:21.000000+00:00\"], \"session_ids\": [\"c516d5a7-4e61-44ed-902c-2c50ef7daada\", \"1bc048e9-f68e-493b-b2f1-83e31ee5228c\"], \"total_duration\": 190.0, \"total_sessions\": 2, \"mean_week_duration\": 1.667}}, {\"21249\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-04-12 00:46:47.000000+00:00\", \"2019-03-08 22:18:24.000000+00:00\", \"2019-10-14 01:37:00.000000+00:00\"], \"session_ids\": [\"4559f29e-1481-4e95-a4cf-4229108f3dad\", \"452511cb-535e-43cd-8217-a202f42803d6\", \"6dfd1ed2-bd11-48dd-8d22-1f992b2e5e5d\"], \"total_duration\": 350.0, \"total_sessions\": 3, \"mean_week_duration\": 6.034}}, {\"53121\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-02-15 05:46:06.000000+00:00\", \"2020-01-11 08:30:20.000000+00:00\"], \"session_ids\": [\"0a771800-7679-433c-9895-7b18bc7b7822\", \"601afec4-71f5-4f22-92c4-c8c3aad75a19\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 7.8}}, {\"36569\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-11-04 19:34:30.000000+00:00\", \"2021-11-11 07:40:31.000000+00:00\", \"2020-08-01 11:18:34.000000+00:00\"], \"session_ids\": [\"e89f44e3-e404-4aee-a6b9-1335fde97934\", \"83cd580f-bee5-4f13-8b68-0cc0b1276a2b\", \"c639d6ab-68d1-4cd6-9c9f-f3056024e457\"], \"total_duration\": 1083.0, \"total_sessions\": 3, \"mean_week_duration\": 9.178}}, {\"79963\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2022-02-26 02:43:33.000000+00:00\", \"2022-06-15 00:23:58.000000+00:00\"], \"session_ids\": [\"ee9856d0-e502-4ac3-afb6-1eba39d3917f\", \"eb71fa82-55a0-455e-a87b-c7ca3aeb9204\"], \"total_duration\": 244.0, \"total_sessions\": 2, \"mean_week_duration\": 15.25}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about user whose average of total time spent in the app per week is strictly smaller than 0 and bigger than 36 , perform sorting by average_week_duration in desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"19476\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-04-12 16:31:34.000000+00:00\", \"2019-11-13 05:08:45.000000+00:00\", \"2019-08-06 18:31:31.000000+00:00\", \"2020-02-28 03:52:39.000000+00:00\"], \"session_ids\": [\"692a8e01-6aa1-43b2-8dbc-12da77efdc00\", \"e1886220-db19-47c7-9b9f-5b653ff384b2\", \"9ade9959-a287-4a34-87ef-d0d7e45156e4\", \"09645d78-4cbb-4a34-8f0f-da98ab35bcb8\"], \"total_duration\": 759.0, \"total_sessions\": 4, \"mean_week_duration\": 8.625}, \"38535\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-09-17 02:43:49.000000+00:00\", \"2023-01-02 07:02:14.000000+00:00\"], \"session_ids\": [\"483dba11-3483-4d07-9134-db83af598775\", \"abbb4a04-2aec-4bc1-8799-fe21e97116c9\"], \"total_duration\": 219.0, \"total_sessions\": 2, \"mean_week_duration\": 13.688}, \"74916\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-07-29 23:45:12.000000+00:00\", \"2021-10-12 16:09:10.000000+00:00\", \"2019-08-05 22:36:16.000000+00:00\", \"2023-05-28 13:30:11.000000+00:00\", \"2020-06-15 18:04:16.000000+00:00\", \"2020-03-23 16:48:23.000000+00:00\", \"2019-11-06 13:13:16.000000+00:00\", \"2019-01-25 15:25:09.000000+00:00\"], \"session_ids\": [\"669296ba-0c32-4954-a42b-e69468d1e5e0\", \"460bfcd9-2a49-44d1-931d-89ef92b44692\", \"220dd735-e55a-422f-937b-962d4a68cd5f\", \"160beec4-5032-453c-b3f3-1a82de8a5e69\", \"32dc27fb-42ab-4da0-9e87-7e7693a8b69c\", \"2fb12d08-004f-4d3f-9276-d2677657d4be\", \"c85ecebd-fff6-42d1-9617-e798f257eba8\", \"4c9d9754-797b-4b27-8b04-134a8bd20f36\"], \"total_duration\": 185.0, \"total_sessions\": 8, \"mean_week_duration\": 0.815}, \"53566\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-06-30 21:05:41.000000+00:00\", \"2019-09-13 15:23:11.000000+00:00\"], \"session_ids\": [\"9178fc09-b926-41df-b45c-43ec79bef6e5\", \"887daad4-52fb-4785-b894-481e36c069bf\"], \"total_duration\": 263.0, \"total_sessions\": 2, \"mean_week_duration\": 6.262}, \"73007\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-07-10 06:10:09.000000+00:00\", \"2022-11-19 21:36:10.000000+00:00\"], \"session_ids\": [\"e86e186b-091c-496b-934e-86dea8dad6d3\", \"d0f85195-21e7-4301-814d-0f0efb95890e\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 1.648}, \"91665\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-09-27 04:59:22.000000+00:00\", \"2023-02-20 17:27:37.000000+00:00\"], \"session_ids\": [\"1fe7a4b9-fc80-4220-90e1-56a83fa27abf\", \"29c08e60-3a0e-40c2-b948-7846f334369e\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 12.857}, \"55281\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-02-09 05:22:55.000000+00:00\", \"2023-04-27 14:23:50.000000+00:00\", \"2022-12-13 06:57:59.000000+00:00\", \"2021-07-17 00:12:21.000000+00:00\"], \"session_ids\": [\"d72cc972-6a7f-4cd2-82e6-9865f27801fa\", \"1b526bc9-fe82-42b5-9201-20e57a235858\", \"e7373d13-ccc4-4221-863e-57971248933a\", \"8141aff5-a11b-4701-8652-32731f72f5f5\"], \"total_duration\": 1190.0, \"total_sessions\": 4, \"mean_week_duration\": 10.259}, \"57068\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-04-22 13:50:31.000000+00:00\", \"2019-06-09 03:39:31.000000+00:00\"], \"session_ids\": [\"79392765-a1a6-4589-b4f3-513236fc4c2a\", \"254b6e7d-1f04-4118-8185-5776561effb0\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 1.891}, \"64964\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-07-13 00:12:02.000000+00:00\", \"2022-11-29 03:41:47.000000+00:00\", \"2022-01-01 05:19:55.000000+00:00\"], \"session_ids\": [\"9ea5f2cb-0cd8-408c-8ed9-406dcbd9303a\", \"bdcfcc20-9b97-464d-ade0-b048f156d2a3\", \"b098a712-1a8e-4c8b-a6b1-2ccc6d1ae3b5\"], \"total_duration\": 37.0, \"total_sessions\": 3, \"mean_week_duration\": 0.771}, \"13581\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-21 07:50:46.000000+00:00\", \"2021-10-15 08:15:11.000000+00:00\", \"2020-04-21 09:23:14.000000+00:00\", \"2022-12-19 23:01:01.000000+00:00\", \"2021-06-12 05:37:50.000000+00:00\", \"2023-01-01 08:20:42.000000+00:00\", \"2022-08-28 13:07:49.000000+00:00\"], \"session_ids\": [\"d0498545-3872-4dea-bbe7-6f6356634928\", \"e5364741-0ff8-42d5-908e-23fe4a505973\", \"4cc3fd5c-af0f-4456-b472-f4d0391970dd\", \"e1f0db9a-d6cc-41c5-81dc-50f5abbb6d42\", \"75329b4f-ed32-4260-809c-6f7d7d2c8bfb\", \"28f1b46d-c93a-4543-adca-063b88e3d3fb\", \"6b1d1c92-84d2-4dd6-8501-4023b8945d52\"], \"total_duration\": 685.0, \"total_sessions\": 7, \"mean_week_duration\": 4.448}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are less than 0 and are equal or greater than 36"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[0, 36]]}}}\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 finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please offer data on users who are top users based on sum of duration as well as put to use sorting by sessions total from the smallest value to the largest value and save only 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"53727\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-06-11 03:14:19.000000+00:00\", \"2022-08-31 15:12:34.000000+00:00\"], \"session_ids\": [\"41d19deb-a669-4174-91ee-5cf745e3260a\", \"f402b4de-6847-42ac-8b7e-e73923c0286a\"], \"total_duration\": 265.0, \"total_sessions\": 2, \"mean_week_duration\": 22.083}, \"57772\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-05 08:35:16.000000+00:00\", \"2022-12-11 11:37:04.000000+00:00\"], \"session_ids\": [\"a94a8dc7-1291-4d89-83c3-892a35bf4363\", \"f12d7fd5-3890-4b29-9b03-1fe01183c668\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.15}, \"29873\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-11-10 06:02:17.000000+00:00\", \"2020-07-15 12:21:08.000000+00:00\", \"2023-06-26 12:14:26.000000+00:00\", \"2019-05-05 01:49:18.000000+00:00\", \"2022-04-14 02:15:36.000000+00:00\", \"2020-05-26 10:10:35.000000+00:00\"], \"session_ids\": [\"a22937fe-aabc-4373-960f-932452b9e21b\", \"93d40211-67ea-4fcb-9eb8-1a0a167a6b7d\", \"0999fe6d-61a0-4a39-b9b4-7fb28054ac0e\", \"19baaec6-9519-4823-b855-9518efb5b9b0\", \"3d7d7ac5-ac65-43b7-884b-e0c1088f89e7\", \"20ef2d46-2bbf-4fdd-9f7b-453334b07181\"], \"total_duration\": 5096.0, \"total_sessions\": 6, \"mean_week_duration\": 23.484}, \"5806\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-07-31 18:49:04.000000+00:00\", \"2021-05-16 04:00:50.000000+00:00\"], \"session_ids\": [\"0d18b280-aec9-4d98-bc1c-3d382f7b41d5\", \"b12a3625-9416-4da2-bbed-e8987c6cf9ec\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 4.786}, \"16129\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-10-29 16:20:55.000000+00:00\", \"2022-09-22 05:20:27.000000+00:00\", \"2020-06-21 01:26:00.000000+00:00\", \"2019-05-17 08:49:33.000000+00:00\", \"2022-12-05 16:43:51.000000+00:00\", \"2023-03-13 11:32:47.000000+00:00\", \"2019-02-25 17:14:01.000000+00:00\", \"2022-11-26 08:51:57.000000+00:00\"], \"session_ids\": [\"f69764fa-d790-4964-be40-d7a04c3d312f\", \"cb63feb9-39cd-4bf3-b3bf-99da5f37132c\", \"20a7f4e9-82a9-45d9-b068-ecaa15485b10\", \"e70ccecf-00db-42ff-8beb-9f63938e8e3b\", \"241d7d27-e7c2-4562-979b-b91b6e8d8403\", \"0f961bbb-27c9-4436-b4a1-e88363f5be79\", \"82f5c504-1447-4c0c-9ef8-56213362bf6c\", \"18790f88-a8db-42c8-ad02-e2e5b2894d54\"], \"total_duration\": 297.0, \"total_sessions\": 8, \"mean_week_duration\": 1.408}, \"99990\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-04-23 18:26:42.000000+00:00\", \"2021-06-18 14:05:18.000000+00:00\", \"2021-08-02 01:30:39.000000+00:00\", \"2020-09-19 08:11:36.000000+00:00\", \"2023-06-18 19:07:15.000000+00:00\", \"2021-12-04 21:43:13.000000+00:00\", \"2020-10-19 04:00:21.000000+00:00\", \"2019-02-10 10:30:01.000000+00:00\", \"2021-06-27 22:00:19.000000+00:00\", \"2021-04-08 08:29:12.000000+00:00\"], \"session_ids\": [\"407ce01b-d61a-4f87-924b-dbb9f95d4009\", \"b92862cd-d1ae-4344-8c0e-f8f451fec09c\", \"70e2130d-0321-4335-be4e-da2b32fd48bf\", \"157a716e-d507-4913-ae1b-aba3f17d504f\", \"c957f108-f250-405f-9116-ac5d10a67fd2\", \"e677a811-ca9b-4c3d-83fa-bfee4a959fb4\", \"76046b12-bd95-440a-a086-b6a093f2a884\", \"45b3c6ce-a4c9-4d35-b812-2396e4ca5629\", \"200b510c-7993-405b-86ce-3398012c2fc5\", \"dab145cd-0e6a-4307-83ce-9f4ff601d8c1\"], \"total_duration\": 202.0, \"total_sessions\": 10, \"mean_week_duration\": 0.89}, \"17110\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-04-23 14:30:12.000000+00:00\", \"2023-06-13 09:47:06.000000+00:00\"], \"session_ids\": [\"efc98a70-1ca8-47e4-8cb1-d5571ac156e4\", \"60a5bbee-f71c-449d-8474-b70d16c9c7c2\"], \"total_duration\": 70.0, \"total_sessions\": 2, \"mean_week_duration\": 0.324}, \"37317\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-21 10:57:54.000000+00:00\", \"2020-10-19 22:02:10.000000+00:00\"], \"session_ids\": [\"9a013655-3d65-423f-a06a-2fa8941f1311\", \"05a64cba-d724-43ad-b4a0-50c18d82e263\"], \"total_duration\": 123.0, \"total_sessions\": 2, \"mean_week_duration\": 123.0}, \"59624\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-18 06:42:57.000000+00:00\", \"2023-02-14 17:20:58.000000+00:00\"], \"session_ids\": [\"4473e3c7-3421-41fc-80cd-061e843ab094\", \"66019b46-f814-46ad-829f-c2d668cb6606\"], \"total_duration\": 460.0, \"total_sessions\": 2, \"mean_week_duration\": 2.514}, \"37864\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-07 09:09:41.000000+00:00\", \"2023-06-05 09:20:27.000000+00:00\", \"2021-10-06 07:14:05.000000+00:00\", \"2020-07-26 22:35:29.000000+00:00\"], \"session_ids\": [\"a421a7a4-38c1-446e-8291-a87cd1caaf9e\", \"271c38de-b854-4faf-82b0-451335946b76\", \"58d027c1-540c-46de-849f-e3fe5fefceff\", \"fd9ef77e-6b3e-4449-aa61-6e9428656775\"], \"total_duration\": 74.0, \"total_sessions\": 4, \"mean_week_duration\": 0.497}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the highest total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": true, \"quant_to_remain\": -1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"29873\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-11-10 06:02:17.000000+00:00\", \"2020-07-15 12:21:08.000000+00:00\", \"2023-06-26 12:14:26.000000+00:00\", \"2019-05-05 01:49:18.000000+00:00\", \"2022-04-14 02:15:36.000000+00:00\", \"2020-05-26 10:10:35.000000+00:00\"], \"session_ids\": [\"a22937fe-aabc-4373-960f-932452b9e21b\", \"93d40211-67ea-4fcb-9eb8-1a0a167a6b7d\", \"0999fe6d-61a0-4a39-b9b4-7fb28054ac0e\", \"19baaec6-9519-4823-b855-9518efb5b9b0\", \"3d7d7ac5-ac65-43b7-884b-e0c1088f89e7\", \"20ef2d46-2bbf-4fdd-9f7b-453334b07181\"], \"total_duration\": 5096.0, \"total_sessions\": 6, \"mean_week_duration\": 23.484}}, {\"59624\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-18 06:42:57.000000+00:00\", \"2023-02-14 17:20:58.000000+00:00\"], \"session_ids\": [\"4473e3c7-3421-41fc-80cd-061e843ab094\", \"66019b46-f814-46ad-829f-c2d668cb6606\"], \"total_duration\": 460.0, \"total_sessions\": 2, \"mean_week_duration\": 2.514}}, {\"16129\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-10-29 16:20:55.000000+00:00\", \"2022-09-22 05:20:27.000000+00:00\", \"2020-06-21 01:26:00.000000+00:00\", \"2019-05-17 08:49:33.000000+00:00\", \"2022-12-05 16:43:51.000000+00:00\", \"2023-03-13 11:32:47.000000+00:00\", \"2019-02-25 17:14:01.000000+00:00\", \"2022-11-26 08:51:57.000000+00:00\"], \"session_ids\": [\"f69764fa-d790-4964-be40-d7a04c3d312f\", \"cb63feb9-39cd-4bf3-b3bf-99da5f37132c\", \"20a7f4e9-82a9-45d9-b068-ecaa15485b10\", \"e70ccecf-00db-42ff-8beb-9f63938e8e3b\", \"241d7d27-e7c2-4562-979b-b91b6e8d8403\", \"0f961bbb-27c9-4436-b4a1-e88363f5be79\", \"82f5c504-1447-4c0c-9ef8-56213362bf6c\", \"18790f88-a8db-42c8-ad02-e2e5b2894d54\"], \"total_duration\": 297.0, \"total_sessions\": 8, \"mean_week_duration\": 1.408}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"59624\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-18 06:42:57.000000+00:00\", \"2023-02-14 17:20:58.000000+00:00\"], \"session_ids\": [\"4473e3c7-3421-41fc-80cd-061e843ab094\", \"66019b46-f814-46ad-829f-c2d668cb6606\"], \"total_duration\": 460.0, \"total_sessions\": 2, \"mean_week_duration\": 2.514}}, {\"29873\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-11-10 06:02:17.000000+00:00\", \"2020-07-15 12:21:08.000000+00:00\", \"2023-06-26 12:14:26.000000+00:00\", \"2019-05-05 01:49:18.000000+00:00\", \"2022-04-14 02:15:36.000000+00:00\", \"2020-05-26 10:10:35.000000+00:00\"], \"session_ids\": [\"a22937fe-aabc-4373-960f-932452b9e21b\", \"93d40211-67ea-4fcb-9eb8-1a0a167a6b7d\", \"0999fe6d-61a0-4a39-b9b4-7fb28054ac0e\", \"19baaec6-9519-4823-b855-9518efb5b9b0\", \"3d7d7ac5-ac65-43b7-884b-e0c1088f89e7\", \"20ef2d46-2bbf-4fdd-9f7b-453334b07181\"], \"total_duration\": 5096.0, \"total_sessions\": 6, \"mean_week_duration\": 23.484}}, {\"16129\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-10-29 16:20:55.000000+00:00\", \"2022-09-22 05:20:27.000000+00:00\", \"2020-06-21 01:26:00.000000+00:00\", \"2019-05-17 08:49:33.000000+00:00\", \"2022-12-05 16:43:51.000000+00:00\", \"2023-03-13 11:32:47.000000+00:00\", \"2019-02-25 17:14:01.000000+00:00\", \"2022-11-26 08:51:57.000000+00:00\"], \"session_ids\": [\"f69764fa-d790-4964-be40-d7a04c3d312f\", \"cb63feb9-39cd-4bf3-b3bf-99da5f37132c\", \"20a7f4e9-82a9-45d9-b068-ecaa15485b10\", \"e70ccecf-00db-42ff-8beb-9f63938e8e3b\", \"241d7d27-e7c2-4562-979b-b91b6e8d8403\", \"0f961bbb-27c9-4436-b4a1-e88363f5be79\", \"82f5c504-1447-4c0c-9ef8-56213362bf6c\", \"18790f88-a8db-42c8-ad02-e2e5b2894d54\"], \"total_duration\": 297.0, \"total_sessions\": 8, \"mean_week_duration\": 1.408}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"59624\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-18 06:42:57.000000+00:00\", \"2023-02-14 17:20:58.000000+00:00\"], \"session_ids\": [\"4473e3c7-3421-41fc-80cd-061e843ab094\", \"66019b46-f814-46ad-829f-c2d668cb6606\"], \"total_duration\": 460.0, \"total_sessions\": 2, \"mean_week_duration\": 2.514}}, {\"29873\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-11-10 06:02:17.000000+00:00\", \"2020-07-15 12:21:08.000000+00:00\", \"2023-06-26 12:14:26.000000+00:00\", \"2019-05-05 01:49:18.000000+00:00\", \"2022-04-14 02:15:36.000000+00:00\", \"2020-05-26 10:10:35.000000+00:00\"], \"session_ids\": [\"a22937fe-aabc-4373-960f-932452b9e21b\", \"93d40211-67ea-4fcb-9eb8-1a0a167a6b7d\", \"0999fe6d-61a0-4a39-b9b4-7fb28054ac0e\", \"19baaec6-9519-4823-b855-9518efb5b9b0\", \"3d7d7ac5-ac65-43b7-884b-e0c1088f89e7\", \"20ef2d46-2bbf-4fdd-9f7b-453334b07181\"], \"total_duration\": 5096.0, \"total_sessions\": 6, \"mean_week_duration\": 23.484}}, {\"16129\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-10-29 16:20:55.000000+00:00\", \"2022-09-22 05:20:27.000000+00:00\", \"2020-06-21 01:26:00.000000+00:00\", \"2019-05-17 08:49:33.000000+00:00\", \"2022-12-05 16:43:51.000000+00:00\", \"2023-03-13 11:32:47.000000+00:00\", \"2019-02-25 17:14:01.000000+00:00\", \"2022-11-26 08:51:57.000000+00:00\"], \"session_ids\": [\"f69764fa-d790-4964-be40-d7a04c3d312f\", \"cb63feb9-39cd-4bf3-b3bf-99da5f37132c\", \"20a7f4e9-82a9-45d9-b068-ecaa15485b10\", \"e70ccecf-00db-42ff-8beb-9f63938e8e3b\", \"241d7d27-e7c2-4562-979b-b91b6e8d8403\", \"0f961bbb-27c9-4436-b4a1-e88363f5be79\", \"82f5c504-1447-4c0c-9ef8-56213362bf6c\", \"18790f88-a8db-42c8-ad02-e2e5b2894d54\"], \"total_duration\": 297.0, \"total_sessions\": 8, \"mean_week_duration\": 1.408}}]\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[{\"59624\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-18 06:42:57.000000+00:00\", \"2023-02-14 17:20:58.000000+00:00\"], \"session_ids\": [\"4473e3c7-3421-41fc-80cd-061e843ab094\", \"66019b46-f814-46ad-829f-c2d668cb6606\"], \"total_duration\": 460.0, \"total_sessions\": 2, \"mean_week_duration\": 2.514}}, {\"29873\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-11-10 06:02:17.000000+00:00\", \"2020-07-15 12:21:08.000000+00:00\", \"2023-06-26 12:14:26.000000+00:00\", \"2019-05-05 01:49:18.000000+00:00\", \"2022-04-14 02:15:36.000000+00:00\", \"2020-05-26 10:10:35.000000+00:00\"], \"session_ids\": [\"a22937fe-aabc-4373-960f-932452b9e21b\", \"93d40211-67ea-4fcb-9eb8-1a0a167a6b7d\", \"0999fe6d-61a0-4a39-b9b4-7fb28054ac0e\", \"19baaec6-9519-4823-b855-9518efb5b9b0\", \"3d7d7ac5-ac65-43b7-884b-e0c1088f89e7\", \"20ef2d46-2bbf-4fdd-9f7b-453334b07181\"], \"total_duration\": 5096.0, \"total_sessions\": 6, \"mean_week_duration\": 23.484}}, {\"16129\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-10-29 16:20:55.000000+00:00\", \"2022-09-22 05:20:27.000000+00:00\", \"2020-06-21 01:26:00.000000+00:00\", \"2019-05-17 08:49:33.000000+00:00\", \"2022-12-05 16:43:51.000000+00:00\", \"2023-03-13 11:32:47.000000+00:00\", \"2019-02-25 17:14:01.000000+00:00\", \"2022-11-26 08:51:57.000000+00:00\"], \"session_ids\": [\"f69764fa-d790-4964-be40-d7a04c3d312f\", \"cb63feb9-39cd-4bf3-b3bf-99da5f37132c\", \"20a7f4e9-82a9-45d9-b068-ecaa15485b10\", \"e70ccecf-00db-42ff-8beb-9f63938e8e3b\", \"241d7d27-e7c2-4562-979b-b91b6e8d8403\", \"0f961bbb-27c9-4436-b4a1-e88363f5be79\", \"82f5c504-1447-4c0c-9ef8-56213362bf6c\", \"18790f88-a8db-42c8-ad02-e2e5b2894d54\"], \"total_duration\": 297.0, \"total_sessions\": 8, \"mean_week_duration\": 1.408}}]\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": "Give me details on user whose app usage time per week exceeds 25 as well as sort by sessions summation 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{\"8198\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-06-04 14:32:04.000000+00:00\", \"2022-02-09 06:46:06.000000+00:00\"], \"session_ids\": [\"bda6eb55-cdde-45c6-b221-84bb94c0d47e\", \"ba7e95bb-2828-4319-8e11-33f1073f7f78\"], \"total_duration\": 394.0, \"total_sessions\": 2, \"mean_week_duration\": 2.814}, \"69289\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-07-10 23:16:32.000000+00:00\", \"2020-07-12 03:56:54.000000+00:00\"], \"session_ids\": [\"766a55bc-3941-4c60-b3f2-6fd53a1cfc50\", \"48489e46-a803-419a-9b52-ed9a59df26d5\"], \"total_duration\": 358.0, \"total_sessions\": 2, \"mean_week_duration\": 6.885}, \"77685\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-04-04 22:17:51.000000+00:00\", \"2021-09-12 15:29:22.000000+00:00\"], \"session_ids\": [\"18f0e46c-395b-47de-a17f-e418cf50d4d6\", \"0897d40b-03e2-4005-94bd-f7c029cdc5c2\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 1.267}, \"96978\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-08-20 16:54:39.000000+00:00\", \"2022-04-22 03:13:45.000000+00:00\"], \"session_ids\": [\"a94baf2d-623f-4157-9bcd-321684362a40\", \"a69c6e77-23af-4fa6-8bd5-917f3b9b2c53\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 10.167}, \"58650\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-02-14 00:58:49.000000+00:00\", \"2019-06-11 04:45:36.000000+00:00\", \"2022-12-09 12:19:48.000000+00:00\", \"2020-08-25 05:23:28.000000+00:00\", \"2022-04-20 03:11:25.000000+00:00\", \"2020-02-16 04:33:13.000000+00:00\"], \"session_ids\": [\"654cca15-bb47-45a7-b6ff-9b0f0dc2f4cb\", \"8d8db7b2-f30f-4946-9173-ec44063abd8b\", \"bf1d728a-24ae-458d-a44c-5c6c9c38746d\", \"255c0883-af54-4d8b-9e18-46dab77aab98\", \"ecd6020d-4823-4783-964c-c376d18a530d\", \"9212dd8a-9f00-4161-88b8-45d8c403cedd\"], \"total_duration\": 4296.0, \"total_sessions\": 6, \"mean_week_duration\": 21.48}, \"60974\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-18 01:03:25.000000+00:00\", \"2019-11-26 05:45:49.000000+00:00\", \"2021-07-20 01:54:35.000000+00:00\", \"2022-12-05 08:06:31.000000+00:00\", \"2022-08-25 17:47:38.000000+00:00\", \"2019-01-17 09:57:30.000000+00:00\", \"2022-11-22 23:30:28.000000+00:00\", \"2022-04-05 12:30:15.000000+00:00\", \"2022-01-26 07:28:43.000000+00:00\"], \"session_ids\": [\"f1b52d2e-5304-484d-bd41-3a226c9ab740\", \"0c819d98-4a65-4bdc-8f2b-843b9715beba\", \"21a01ba9-9c75-4473-b953-840262c5cab8\", \"427d2aa5-837f-4057-bdd2-c0f7c0775fc3\", \"707e2509-d4e2-4da3-a8d4-2f6840f8e0ba\", \"0a224739-1c2f-45e1-9a83-3d704708f026\", \"3091521d-b4b3-42fb-9b43-8ef3f9538dc6\", \"e21cc7b3-8db3-47e7-89a8-3850dece3158\", \"3de6ccc1-edc4-4cea-ad1e-23bd910ea4c0\"], \"total_duration\": 20995.0, \"total_sessions\": 9, \"mean_week_duration\": 103.424}, \"90912\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-08-16 15:41:44.000000+00:00\", \"2022-01-24 11:51:49.000000+00:00\"], \"session_ids\": [\"025bed12-61fe-4699-a3f3-f91468ab53b7\", \"4aa9b5f0-3625-4592-9a35-edbf8b34005b\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}, \"28249\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-12-18 14:38:09.000000+00:00\", \"2019-03-01 16:52:22.000000+00:00\", \"2021-09-20 20:22:54.000000+00:00\"], \"session_ids\": [\"8824bc02-68c6-4a09-b0a7-c42e57e5c843\", \"39fd82b5-1b39-4d72-be32-0d23f6cd8c0f\", \"6ba24f52-a4d4-4394-aa13-37a68a890a68\"], \"total_duration\": 241.0, \"total_sessions\": 3, \"mean_week_duration\": 1.211}, \"1668\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-08-03 16:12:58.000000+00:00\", \"2021-08-09 17:37:32.000000+00:00\"], \"session_ids\": [\"b82cbf1b-e863-42fd-931f-9ab3241c07b3\", \"b081e34a-ebc0-4937-831a-686f839c1a9e\"], \"total_duration\": 348.0, \"total_sessions\": 2, \"mean_week_duration\": 3.283}, \"69249\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-10 02:50:57.000000+00:00\", \"2021-04-24 06:32:09.000000+00:00\", \"2023-05-08 16:02:16.000000+00:00\"], \"session_ids\": [\"4562f794-c1fa-4774-ad57-30bd2c31f66a\", \"c00a8235-b905-497f-ad91-8d8b94f238d3\", \"dedf1a42-da92-481e-92fd-b574597322e2\"], \"total_duration\": 390.0, \"total_sessions\": 3, \"mean_week_duration\": 1.726}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or greater than 25"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\"]]}, \"all_values\": {\"mean_week_duration\": [[25, 40]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"60974\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-18 01:03:25.000000+00:00\", \"2019-11-26 05:45:49.000000+00:00\", \"2021-07-20 01:54:35.000000+00:00\", \"2022-12-05 08:06:31.000000+00:00\", \"2022-08-25 17:47:38.000000+00:00\", \"2019-01-17 09:57:30.000000+00:00\", \"2022-11-22 23:30:28.000000+00:00\", \"2022-04-05 12:30:15.000000+00:00\", \"2022-01-26 07:28:43.000000+00:00\"], \"session_ids\": [\"f1b52d2e-5304-484d-bd41-3a226c9ab740\", \"0c819d98-4a65-4bdc-8f2b-843b9715beba\", \"21a01ba9-9c75-4473-b953-840262c5cab8\", \"427d2aa5-837f-4057-bdd2-c0f7c0775fc3\", \"707e2509-d4e2-4da3-a8d4-2f6840f8e0ba\", \"0a224739-1c2f-45e1-9a83-3d704708f026\", \"3091521d-b4b3-42fb-9b43-8ef3f9538dc6\", \"e21cc7b3-8db3-47e7-89a8-3850dece3158\", \"3de6ccc1-edc4-4cea-ad1e-23bd910ea4c0\"], \"total_duration\": 20995.0, \"total_sessions\": 9, \"mean_week_duration\": 103.424}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"60974\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-18 01:03:25.000000+00:00\", \"2019-11-26 05:45:49.000000+00:00\", \"2021-07-20 01:54:35.000000+00:00\", \"2022-12-05 08:06:31.000000+00:00\", \"2022-08-25 17:47:38.000000+00:00\", \"2019-01-17 09:57:30.000000+00:00\", \"2022-11-22 23:30:28.000000+00:00\", \"2022-04-05 12:30:15.000000+00:00\", \"2022-01-26 07:28:43.000000+00:00\"], \"session_ids\": [\"f1b52d2e-5304-484d-bd41-3a226c9ab740\", \"0c819d98-4a65-4bdc-8f2b-843b9715beba\", \"21a01ba9-9c75-4473-b953-840262c5cab8\", \"427d2aa5-837f-4057-bdd2-c0f7c0775fc3\", \"707e2509-d4e2-4da3-a8d4-2f6840f8e0ba\", \"0a224739-1c2f-45e1-9a83-3d704708f026\", \"3091521d-b4b3-42fb-9b43-8ef3f9538dc6\", \"e21cc7b3-8db3-47e7-89a8-3850dece3158\", \"3de6ccc1-edc4-4cea-ad1e-23bd910ea4c0\"], \"total_duration\": 20995.0, \"total_sessions\": 9, \"mean_week_duration\": 103.424}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 1 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"60974\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-18 01:03:25.000000+00:00\", \"2019-11-26 05:45:49.000000+00:00\", \"2021-07-20 01:54:35.000000+00:00\", \"2022-12-05 08:06:31.000000+00:00\", \"2022-08-25 17:47:38.000000+00:00\", \"2019-01-17 09:57:30.000000+00:00\", \"2022-11-22 23:30:28.000000+00:00\", \"2022-04-05 12:30:15.000000+00:00\", \"2022-01-26 07:28:43.000000+00:00\"], \"session_ids\": [\"f1b52d2e-5304-484d-bd41-3a226c9ab740\", \"0c819d98-4a65-4bdc-8f2b-843b9715beba\", \"21a01ba9-9c75-4473-b953-840262c5cab8\", \"427d2aa5-837f-4057-bdd2-c0f7c0775fc3\", \"707e2509-d4e2-4da3-a8d4-2f6840f8e0ba\", \"0a224739-1c2f-45e1-9a83-3d704708f026\", \"3091521d-b4b3-42fb-9b43-8ef3f9538dc6\", \"e21cc7b3-8db3-47e7-89a8-3850dece3158\", \"3de6ccc1-edc4-4cea-ad1e-23bd910ea4c0\"], \"total_duration\": 20995.0, \"total_sessions\": 9, \"mean_week_duration\": 103.424}}]\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[{\"60974\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-18 01:03:25.000000+00:00\", \"2019-11-26 05:45:49.000000+00:00\", \"2021-07-20 01:54:35.000000+00:00\", \"2022-12-05 08:06:31.000000+00:00\", \"2022-08-25 17:47:38.000000+00:00\", \"2019-01-17 09:57:30.000000+00:00\", \"2022-11-22 23:30:28.000000+00:00\", \"2022-04-05 12:30:15.000000+00:00\", \"2022-01-26 07:28:43.000000+00:00\"], \"session_ids\": [\"f1b52d2e-5304-484d-bd41-3a226c9ab740\", \"0c819d98-4a65-4bdc-8f2b-843b9715beba\", \"21a01ba9-9c75-4473-b953-840262c5cab8\", \"427d2aa5-837f-4057-bdd2-c0f7c0775fc3\", \"707e2509-d4e2-4da3-a8d4-2f6840f8e0ba\", \"0a224739-1c2f-45e1-9a83-3d704708f026\", \"3091521d-b4b3-42fb-9b43-8ef3f9538dc6\", \"e21cc7b3-8db3-47e7-89a8-3850dece3158\", \"3de6ccc1-edc4-4cea-ad1e-23bd910ea4c0\"], \"total_duration\": 20995.0, \"total_sessions\": 9, \"mean_week_duration\": 103.424}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about 8 users who hold the bottom position in sum of duration of sessions per week + put to use sorting by town center name ascendingly."
}
] |
[
{
"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{\"2989\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-04-14 10:49:20.000000+00:00\", \"2023-06-19 15:34:01.000000+00:00\"], \"session_ids\": [\"cb6c1e2e-a02c-4441-ac9b-57f32e92fcab\", \"a02d8617-b28b-4292-9ff4-9374c4092ed2\"], \"total_duration\": 433.0, \"total_sessions\": 2, \"mean_week_duration\": 6.984}, \"97947\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2020-01-08 04:51:37.000000+00:00\", \"2019-11-16 00:05:51.000000+00:00\"], \"session_ids\": [\"6dbde3f7-1022-4b6c-8bf9-332f309c4036\", \"a8359d5b-c19b-4fbd-95d8-1b2e7180d78c\"], \"total_duration\": 94.0, \"total_sessions\": 2, \"mean_week_duration\": 11.75}, \"8657\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 4}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-01-20 11:56:49.000000+00:00\", \"2020-11-12 07:15:13.000000+00:00\", \"2023-04-29 15:06:34.000000+00:00\", \"2021-11-03 22:52:34.000000+00:00\"], \"session_ids\": [\"a4e07ad8-9b98-43bc-a52f-00c34b8a15f7\", \"0b8c2c4b-6c59-4a39-8a4b-14816697075a\", \"0b91c645-7c15-4e62-a683-d7da2096d531\", \"48432156-3ecc-4e90-b231-a72beb0f4d9b\"], \"total_duration\": 1562.0, \"total_sessions\": 4, \"mean_week_duration\": 9.135}, \"29830\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-12-16 03:56:45.000000+00:00\", \"2022-09-14 23:12:54.000000+00:00\"], \"session_ids\": [\"0af2c873-a68d-4d80-8b05-255bdfc4d35c\", \"477e7ab7-5442-44f3-ac4e-4ca06fa29ce0\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.821}, \"51547\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-10-12 10:25:09.000000+00:00\", \"2019-05-09 18:41:47.000000+00:00\"], \"session_ids\": [\"9d81919e-2a25-49f2-a8ab-e3df69533a3b\", \"589e7780-8af2-42e6-9317-78385d07e4eb\"], \"total_duration\": 395.0, \"total_sessions\": 2, \"mean_week_duration\": 2.207}, \"58650\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-07-21 11:31:04.000000+00:00\", \"2021-05-19 00:04:37.000000+00:00\"], \"session_ids\": [\"ed6bec1d-2213-42b7-9d27-191667a3217b\", \"2369eaae-41d3-4597-a658-570e4aad5df1\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.93}, \"57882\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-04-03 13:05:31.000000+00:00\", \"2022-10-10 20:21:22.000000+00:00\"], \"session_ids\": [\"d22262a6-1d61-4d77-934d-847bda2351fa\", \"16731da6-033a-44dd-a0ec-88e48a6d205c\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 1.062}, \"84554\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-03-28 13:56:45.000000+00:00\", \"2020-12-07 09:24:35.000000+00:00\"], \"session_ids\": [\"597d7346-6fec-440a-9504-0ee9d6908b89\", \"b5bb755c-4fbe-431f-841c-0ceb3b460855\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 2.938}, \"53639\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-02-14 11:50:14.000000+00:00\", \"2022-05-11 20:52:50.000000+00:00\"], \"session_ids\": [\"38dc439f-6753-48c8-ab0c-fdec8f254306\", \"423596fc-eaca-415a-b393-67a39deb61f6\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 4.631}, \"95088\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-07-22 09:03:13.000000+00:00\", \"2021-04-11 09:20:46.000000+00:00\", \"2021-03-01 23:27:48.000000+00:00\"], \"session_ids\": [\"5f117ea7-7415-48ca-bb99-12343e0b2470\", \"61963b54-dfb3-458b-9c57-6d2dc6af2bd6\", \"6e6999f1-4b2c-4bb8-91e2-ead5b5139c9a\"], \"total_duration\": 952.0, \"total_sessions\": 3, \"mean_week_duration\": 10.578}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the lowest 8 mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": false, \"quant_to_remain\": 8}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"29830\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-12-16 03:56:45.000000+00:00\", \"2022-09-14 23:12:54.000000+00:00\"], \"session_ids\": [\"0af2c873-a68d-4d80-8b05-255bdfc4d35c\", \"477e7ab7-5442-44f3-ac4e-4ca06fa29ce0\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.821}}, {\"58650\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-07-21 11:31:04.000000+00:00\", \"2021-05-19 00:04:37.000000+00:00\"], \"session_ids\": [\"ed6bec1d-2213-42b7-9d27-191667a3217b\", \"2369eaae-41d3-4597-a658-570e4aad5df1\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.93}}, {\"57882\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-04-03 13:05:31.000000+00:00\", \"2022-10-10 20:21:22.000000+00:00\"], \"session_ids\": [\"d22262a6-1d61-4d77-934d-847bda2351fa\", \"16731da6-033a-44dd-a0ec-88e48a6d205c\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 1.062}}, {\"51547\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-10-12 10:25:09.000000+00:00\", \"2019-05-09 18:41:47.000000+00:00\"], \"session_ids\": [\"9d81919e-2a25-49f2-a8ab-e3df69533a3b\", \"589e7780-8af2-42e6-9317-78385d07e4eb\"], \"total_duration\": 395.0, \"total_sessions\": 2, \"mean_week_duration\": 2.207}}, {\"84554\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-03-28 13:56:45.000000+00:00\", \"2020-12-07 09:24:35.000000+00:00\"], \"session_ids\": [\"597d7346-6fec-440a-9504-0ee9d6908b89\", \"b5bb755c-4fbe-431f-841c-0ceb3b460855\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 2.938}}, {\"53639\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-02-14 11:50:14.000000+00:00\", \"2022-05-11 20:52:50.000000+00:00\"], \"session_ids\": [\"38dc439f-6753-48c8-ab0c-fdec8f254306\", \"423596fc-eaca-415a-b393-67a39deb61f6\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 4.631}}, {\"2989\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-04-14 10:49:20.000000+00:00\", \"2023-06-19 15:34:01.000000+00:00\"], \"session_ids\": [\"cb6c1e2e-a02c-4441-ac9b-57f32e92fcab\", \"a02d8617-b28b-4292-9ff4-9374c4092ed2\"], \"total_duration\": 433.0, \"total_sessions\": 2, \"mean_week_duration\": 6.984}}, {\"8657\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 4}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-01-20 11:56:49.000000+00:00\", \"2020-11-12 07:15:13.000000+00:00\", \"2023-04-29 15:06:34.000000+00:00\", \"2021-11-03 22:52:34.000000+00:00\"], \"session_ids\": [\"a4e07ad8-9b98-43bc-a52f-00c34b8a15f7\", \"0b8c2c4b-6c59-4a39-8a4b-14816697075a\", \"0b91c645-7c15-4e62-a683-d7da2096d531\", \"48432156-3ecc-4e90-b231-a72beb0f4d9b\"], \"total_duration\": 1562.0, \"total_sessions\": 4, \"mean_week_duration\": 9.135}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"84554\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-03-28 13:56:45.000000+00:00\", \"2020-12-07 09:24:35.000000+00:00\"], \"session_ids\": [\"597d7346-6fec-440a-9504-0ee9d6908b89\", \"b5bb755c-4fbe-431f-841c-0ceb3b460855\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 2.938}}, {\"53639\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-02-14 11:50:14.000000+00:00\", \"2022-05-11 20:52:50.000000+00:00\"], \"session_ids\": [\"38dc439f-6753-48c8-ab0c-fdec8f254306\", \"423596fc-eaca-415a-b393-67a39deb61f6\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 4.631}}, {\"51547\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-10-12 10:25:09.000000+00:00\", \"2019-05-09 18:41:47.000000+00:00\"], \"session_ids\": [\"9d81919e-2a25-49f2-a8ab-e3df69533a3b\", \"589e7780-8af2-42e6-9317-78385d07e4eb\"], \"total_duration\": 395.0, \"total_sessions\": 2, \"mean_week_duration\": 2.207}}, {\"57882\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-04-03 13:05:31.000000+00:00\", \"2022-10-10 20:21:22.000000+00:00\"], \"session_ids\": [\"d22262a6-1d61-4d77-934d-847bda2351fa\", \"16731da6-033a-44dd-a0ec-88e48a6d205c\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 1.062}}, {\"58650\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-07-21 11:31:04.000000+00:00\", \"2021-05-19 00:04:37.000000+00:00\"], \"session_ids\": [\"ed6bec1d-2213-42b7-9d27-191667a3217b\", \"2369eaae-41d3-4597-a658-570e4aad5df1\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.93}}, {\"29830\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-12-16 03:56:45.000000+00:00\", \"2022-09-14 23:12:54.000000+00:00\"], \"session_ids\": [\"0af2c873-a68d-4d80-8b05-255bdfc4d35c\", \"477e7ab7-5442-44f3-ac4e-4ca06fa29ce0\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.821}}, {\"8657\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 4}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-01-20 11:56:49.000000+00:00\", \"2020-11-12 07:15:13.000000+00:00\", \"2023-04-29 15:06:34.000000+00:00\", \"2021-11-03 22:52:34.000000+00:00\"], \"session_ids\": [\"a4e07ad8-9b98-43bc-a52f-00c34b8a15f7\", \"0b8c2c4b-6c59-4a39-8a4b-14816697075a\", \"0b91c645-7c15-4e62-a683-d7da2096d531\", \"48432156-3ecc-4e90-b231-a72beb0f4d9b\"], \"total_duration\": 1562.0, \"total_sessions\": 4, \"mean_week_duration\": 9.135}}, {\"2989\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-04-14 10:49:20.000000+00:00\", \"2023-06-19 15:34:01.000000+00:00\"], \"session_ids\": [\"cb6c1e2e-a02c-4441-ac9b-57f32e92fcab\", \"a02d8617-b28b-4292-9ff4-9374c4092ed2\"], \"total_duration\": 433.0, \"total_sessions\": 2, \"mean_week_duration\": 6.984}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 8 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"84554\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-03-28 13:56:45.000000+00:00\", \"2020-12-07 09:24:35.000000+00:00\"], \"session_ids\": [\"597d7346-6fec-440a-9504-0ee9d6908b89\", \"b5bb755c-4fbe-431f-841c-0ceb3b460855\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 2.938}}, {\"53639\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-02-14 11:50:14.000000+00:00\", \"2022-05-11 20:52:50.000000+00:00\"], \"session_ids\": [\"38dc439f-6753-48c8-ab0c-fdec8f254306\", \"423596fc-eaca-415a-b393-67a39deb61f6\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 4.631}}, {\"51547\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-10-12 10:25:09.000000+00:00\", \"2019-05-09 18:41:47.000000+00:00\"], \"session_ids\": [\"9d81919e-2a25-49f2-a8ab-e3df69533a3b\", \"589e7780-8af2-42e6-9317-78385d07e4eb\"], \"total_duration\": 395.0, \"total_sessions\": 2, \"mean_week_duration\": 2.207}}, {\"57882\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-04-03 13:05:31.000000+00:00\", \"2022-10-10 20:21:22.000000+00:00\"], \"session_ids\": [\"d22262a6-1d61-4d77-934d-847bda2351fa\", \"16731da6-033a-44dd-a0ec-88e48a6d205c\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 1.062}}, {\"58650\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-07-21 11:31:04.000000+00:00\", \"2021-05-19 00:04:37.000000+00:00\"], \"session_ids\": [\"ed6bec1d-2213-42b7-9d27-191667a3217b\", \"2369eaae-41d3-4597-a658-570e4aad5df1\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.93}}, {\"29830\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-12-16 03:56:45.000000+00:00\", \"2022-09-14 23:12:54.000000+00:00\"], \"session_ids\": [\"0af2c873-a68d-4d80-8b05-255bdfc4d35c\", \"477e7ab7-5442-44f3-ac4e-4ca06fa29ce0\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.821}}, {\"8657\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 4}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-01-20 11:56:49.000000+00:00\", \"2020-11-12 07:15:13.000000+00:00\", \"2023-04-29 15:06:34.000000+00:00\", \"2021-11-03 22:52:34.000000+00:00\"], \"session_ids\": [\"a4e07ad8-9b98-43bc-a52f-00c34b8a15f7\", \"0b8c2c4b-6c59-4a39-8a4b-14816697075a\", \"0b91c645-7c15-4e62-a683-d7da2096d531\", \"48432156-3ecc-4e90-b231-a72beb0f4d9b\"], \"total_duration\": 1562.0, \"total_sessions\": 4, \"mean_week_duration\": 9.135}}, {\"2989\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-04-14 10:49:20.000000+00:00\", \"2023-06-19 15:34:01.000000+00:00\"], \"session_ids\": [\"cb6c1e2e-a02c-4441-ac9b-57f32e92fcab\", \"a02d8617-b28b-4292-9ff4-9374c4092ed2\"], \"total_duration\": 433.0, \"total_sessions\": 2, \"mean_week_duration\": 6.984}}]\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[{\"84554\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-03-28 13:56:45.000000+00:00\", \"2020-12-07 09:24:35.000000+00:00\"], \"session_ids\": [\"597d7346-6fec-440a-9504-0ee9d6908b89\", \"b5bb755c-4fbe-431f-841c-0ceb3b460855\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 2.938}}, {\"53639\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-02-14 11:50:14.000000+00:00\", \"2022-05-11 20:52:50.000000+00:00\"], \"session_ids\": [\"38dc439f-6753-48c8-ab0c-fdec8f254306\", \"423596fc-eaca-415a-b393-67a39deb61f6\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 4.631}}, {\"51547\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-10-12 10:25:09.000000+00:00\", \"2019-05-09 18:41:47.000000+00:00\"], \"session_ids\": [\"9d81919e-2a25-49f2-a8ab-e3df69533a3b\", \"589e7780-8af2-42e6-9317-78385d07e4eb\"], \"total_duration\": 395.0, \"total_sessions\": 2, \"mean_week_duration\": 2.207}}, {\"57882\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-04-03 13:05:31.000000+00:00\", \"2022-10-10 20:21:22.000000+00:00\"], \"session_ids\": [\"d22262a6-1d61-4d77-934d-847bda2351fa\", \"16731da6-033a-44dd-a0ec-88e48a6d205c\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 1.062}}, {\"58650\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-07-21 11:31:04.000000+00:00\", \"2021-05-19 00:04:37.000000+00:00\"], \"session_ids\": [\"ed6bec1d-2213-42b7-9d27-191667a3217b\", \"2369eaae-41d3-4597-a658-570e4aad5df1\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.93}}, {\"29830\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-12-16 03:56:45.000000+00:00\", \"2022-09-14 23:12:54.000000+00:00\"], \"session_ids\": [\"0af2c873-a68d-4d80-8b05-255bdfc4d35c\", \"477e7ab7-5442-44f3-ac4e-4ca06fa29ce0\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.821}}, {\"8657\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 4}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-01-20 11:56:49.000000+00:00\", \"2020-11-12 07:15:13.000000+00:00\", \"2023-04-29 15:06:34.000000+00:00\", \"2021-11-03 22:52:34.000000+00:00\"], \"session_ids\": [\"a4e07ad8-9b98-43bc-a52f-00c34b8a15f7\", \"0b8c2c4b-6c59-4a39-8a4b-14816697075a\", \"0b91c645-7c15-4e62-a683-d7da2096d531\", \"48432156-3ecc-4e90-b231-a72beb0f4d9b\"], \"total_duration\": 1562.0, \"total_sessions\": 4, \"mean_week_duration\": 9.135}}, {\"2989\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-04-14 10:49:20.000000+00:00\", \"2023-06-19 15:34:01.000000+00:00\"], \"session_ids\": [\"cb6c1e2e-a02c-4441-ac9b-57f32e92fcab\", \"a02d8617-b28b-4292-9ff4-9374c4092ed2\"], \"total_duration\": 433.0, \"total_sessions\": 2, \"mean_week_duration\": 6.984}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about users with a sum of sessions that is above 2, exclusively + do sorting by time in app 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{\"18134\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-07-24 03:06:40.000000+00:00\", \"2022-04-18 04:38:07.000000+00:00\", \"2021-10-31 16:01:29.000000+00:00\"], \"session_ids\": [\"7bd1ab87-4d48-4b12-a1bf-01025b18164f\", \"9554c29e-6653-4c50-aa9f-7718e14d2e64\", \"d6c5eb9f-a6bf-4647-8cd9-517e9325c9e8\"], \"total_duration\": 1072.0, \"total_sessions\": 3, \"mean_week_duration\": 7.497}, \"6023\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-06-20 06:59:56.000000+00:00\", \"2020-01-10 17:48:49.000000+00:00\"], \"session_ids\": [\"bda26b39-b45d-44df-bbe9-35929797a832\", \"295673e4-3a49-4ae8-bee8-305fabffbf95\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 4.4}, \"50250\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-12-15 05:39:24.000000+00:00\", \"2023-05-08 22:22:33.000000+00:00\"], \"session_ids\": [\"b0a94576-57dc-4e61-824e-4ab438bf5cfb\", \"39caa527-7ff9-4d3d-a256-7bcdb01e1fc8\"], \"total_duration\": 230.0, \"total_sessions\": 2, \"mean_week_duration\": 1.292}, \"1854\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-03-29 11:12:01.000000+00:00\", \"2019-06-08 06:16:56.000000+00:00\"], \"session_ids\": [\"7c84ebb8-7116-4640-8788-97d75348d381\", \"84a14245-8f0c-4fd5-bfac-03345337c71e\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 1.241}, \"4205\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-07-03 16:16:09.000000+00:00\", \"2022-10-11 12:55:52.000000+00:00\", \"2020-12-14 04:55:51.000000+00:00\", \"2021-06-19 09:15:38.000000+00:00\", \"2023-02-04 14:38:37.000000+00:00\", \"2022-07-14 04:42:51.000000+00:00\", \"2020-10-13 18:56:59.000000+00:00\", \"2023-04-29 05:30:33.000000+00:00\", \"2022-01-12 12:11:14.000000+00:00\"], \"session_ids\": [\"6abe79cb-0257-4351-a324-8aae3667748b\", \"93cf83c3-f13b-464e-bd64-df7576343766\", \"6c67b9ab-0bd1-4da8-8afb-0696d3dee69c\", \"8e8589ec-7904-4555-b597-68314b31bab8\", \"97780f30-e704-4e79-9629-de92b698fcbf\", \"7dbf1d76-6a98-45d6-80e4-b550a38b19a6\", \"30d77548-9f33-493a-a963-f046bb0fb9ea\", \"48b8615b-d32b-4d18-afd1-f60888c06608\", \"69fa141e-3e58-44b7-a73b-f32c23b785ec\"], \"total_duration\": 283.0, \"total_sessions\": 9, \"mean_week_duration\": 2.128}, \"59450\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-08-16 09:32:55.000000+00:00\", \"2020-08-29 20:06:46.000000+00:00\"], \"session_ids\": [\"2d8916fe-7b5f-419f-8d2b-f54a627dfeba\", \"fc0f2c81-01f9-4b1a-b263-e42ecf58d290\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 2.455}, \"80583\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-12-25 16:06:50.000000+00:00\", \"2021-03-25 20:18:56.000000+00:00\"], \"session_ids\": [\"5031383b-9ebc-4767-9a04-77e20ce87d22\", \"77c36350-f295-4f3d-aedd-c0b48204c785\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.424}, \"2752\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-02-18 22:12:28.000000+00:00\", \"2023-03-09 03:15:54.000000+00:00\", \"2022-08-22 06:36:42.000000+00:00\", \"2019-01-29 01:33:31.000000+00:00\", \"2021-11-28 17:31:09.000000+00:00\", \"2020-02-20 14:49:26.000000+00:00\", \"2020-06-27 01:02:33.000000+00:00\"], \"session_ids\": [\"d84c1357-8f7f-4147-bc22-ae97ea816df1\", \"2766e9bf-0ef0-4805-a12a-91484d1db53c\", \"63a2aa58-91a5-4ee7-be98-0bfafd4d03bd\", \"c00f242f-1391-423d-b995-56a82c7d0657\", \"0f9c5ccb-0893-4659-a07e-03886e0b72ea\", \"4f46cb0c-1270-448c-8b8b-52698f446edd\", \"05ac088c-8fe6-43c1-9289-0dc4b77b325e\"], \"total_duration\": 4645.0, \"total_sessions\": 7, \"mean_week_duration\": 21.605}, \"34159\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-06-11 14:32:35.000000+00:00\", \"2022-06-27 18:27:19.000000+00:00\", \"2020-04-13 13:55:22.000000+00:00\", \"2019-03-24 17:07:18.000000+00:00\", \"2020-12-28 04:50:55.000000+00:00\"], \"session_ids\": [\"27fad499-0ddb-422c-880f-94ae11e4fb9a\", \"5e750989-65bd-4b8a-95fb-717e0370bcbe\", \"e07dd12b-531a-4460-ae76-c31518867354\", \"564cf4aa-f412-46b2-8185-658701f5d0dc\", \"71fb2e07-8ba5-4a55-a17b-2c74d1711337\"], \"total_duration\": 662.0, \"total_sessions\": 5, \"mean_week_duration\": 3.871}, \"16667\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-11-29 14:28:39.000000+00:00\", \"2021-03-15 18:48:05.000000+00:00\", \"2019-04-24 08:37:34.000000+00:00\", \"2019-08-26 23:34:11.000000+00:00\"], \"session_ids\": [\"68598592-c91a-4840-8409-c4bc2df160e0\", \"d784edc1-f400-415f-b2e2-a8b94a26b9e5\", \"6fca4cb8-dda8-4511-9b5b-e4c5410b1b50\", \"0b139b52-a135-490f-91ab-a4e6375a6d43\"], \"total_duration\": 111.0, \"total_sessions\": 4, \"mean_week_duration\": 1.121}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are greater than 2"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\"]]}, \"all_values\": {\"total_sessions\": [[2, 6]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"18134\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-07-24 03:06:40.000000+00:00\", \"2022-04-18 04:38:07.000000+00:00\", \"2021-10-31 16:01:29.000000+00:00\"], \"session_ids\": [\"7bd1ab87-4d48-4b12-a1bf-01025b18164f\", \"9554c29e-6653-4c50-aa9f-7718e14d2e64\", \"d6c5eb9f-a6bf-4647-8cd9-517e9325c9e8\"], \"total_duration\": 1072.0, \"total_sessions\": 3, \"mean_week_duration\": 7.497}, \"4205\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-07-03 16:16:09.000000+00:00\", \"2022-10-11 12:55:52.000000+00:00\", \"2020-12-14 04:55:51.000000+00:00\", \"2021-06-19 09:15:38.000000+00:00\", \"2023-02-04 14:38:37.000000+00:00\", \"2022-07-14 04:42:51.000000+00:00\", \"2020-10-13 18:56:59.000000+00:00\", \"2023-04-29 05:30:33.000000+00:00\", \"2022-01-12 12:11:14.000000+00:00\"], \"session_ids\": [\"6abe79cb-0257-4351-a324-8aae3667748b\", \"93cf83c3-f13b-464e-bd64-df7576343766\", \"6c67b9ab-0bd1-4da8-8afb-0696d3dee69c\", \"8e8589ec-7904-4555-b597-68314b31bab8\", \"97780f30-e704-4e79-9629-de92b698fcbf\", \"7dbf1d76-6a98-45d6-80e4-b550a38b19a6\", \"30d77548-9f33-493a-a963-f046bb0fb9ea\", \"48b8615b-d32b-4d18-afd1-f60888c06608\", \"69fa141e-3e58-44b7-a73b-f32c23b785ec\"], \"total_duration\": 283.0, \"total_sessions\": 9, \"mean_week_duration\": 2.128}, \"2752\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-02-18 22:12:28.000000+00:00\", \"2023-03-09 03:15:54.000000+00:00\", \"2022-08-22 06:36:42.000000+00:00\", \"2019-01-29 01:33:31.000000+00:00\", \"2021-11-28 17:31:09.000000+00:00\", \"2020-02-20 14:49:26.000000+00:00\", \"2020-06-27 01:02:33.000000+00:00\"], \"session_ids\": [\"d84c1357-8f7f-4147-bc22-ae97ea816df1\", \"2766e9bf-0ef0-4805-a12a-91484d1db53c\", \"63a2aa58-91a5-4ee7-be98-0bfafd4d03bd\", \"c00f242f-1391-423d-b995-56a82c7d0657\", \"0f9c5ccb-0893-4659-a07e-03886e0b72ea\", \"4f46cb0c-1270-448c-8b8b-52698f446edd\", \"05ac088c-8fe6-43c1-9289-0dc4b77b325e\"], \"total_duration\": 4645.0, \"total_sessions\": 7, \"mean_week_duration\": 21.605}, \"34159\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-06-11 14:32:35.000000+00:00\", \"2022-06-27 18:27:19.000000+00:00\", \"2020-04-13 13:55:22.000000+00:00\", \"2019-03-24 17:07:18.000000+00:00\", \"2020-12-28 04:50:55.000000+00:00\"], \"session_ids\": [\"27fad499-0ddb-422c-880f-94ae11e4fb9a\", \"5e750989-65bd-4b8a-95fb-717e0370bcbe\", \"e07dd12b-531a-4460-ae76-c31518867354\", \"564cf4aa-f412-46b2-8185-658701f5d0dc\", \"71fb2e07-8ba5-4a55-a17b-2c74d1711337\"], \"total_duration\": 662.0, \"total_sessions\": 5, \"mean_week_duration\": 3.871}, \"16667\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-11-29 14:28:39.000000+00:00\", \"2021-03-15 18:48:05.000000+00:00\", \"2019-04-24 08:37:34.000000+00:00\", \"2019-08-26 23:34:11.000000+00:00\"], \"session_ids\": [\"68598592-c91a-4840-8409-c4bc2df160e0\", \"d784edc1-f400-415f-b2e2-a8b94a26b9e5\", \"6fca4cb8-dda8-4511-9b5b-e4c5410b1b50\", \"0b139b52-a135-490f-91ab-a4e6375a6d43\"], \"total_duration\": 111.0, \"total_sessions\": 4, \"mean_week_duration\": 1.121}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"16667\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-11-29 14:28:39.000000+00:00\", \"2021-03-15 18:48:05.000000+00:00\", \"2019-04-24 08:37:34.000000+00:00\", \"2019-08-26 23:34:11.000000+00:00\"], \"session_ids\": [\"68598592-c91a-4840-8409-c4bc2df160e0\", \"d784edc1-f400-415f-b2e2-a8b94a26b9e5\", \"6fca4cb8-dda8-4511-9b5b-e4c5410b1b50\", \"0b139b52-a135-490f-91ab-a4e6375a6d43\"], \"total_duration\": 111.0, \"total_sessions\": 4, \"mean_week_duration\": 1.121}}, {\"4205\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-07-03 16:16:09.000000+00:00\", \"2022-10-11 12:55:52.000000+00:00\", \"2020-12-14 04:55:51.000000+00:00\", \"2021-06-19 09:15:38.000000+00:00\", \"2023-02-04 14:38:37.000000+00:00\", \"2022-07-14 04:42:51.000000+00:00\", \"2020-10-13 18:56:59.000000+00:00\", \"2023-04-29 05:30:33.000000+00:00\", \"2022-01-12 12:11:14.000000+00:00\"], \"session_ids\": [\"6abe79cb-0257-4351-a324-8aae3667748b\", \"93cf83c3-f13b-464e-bd64-df7576343766\", \"6c67b9ab-0bd1-4da8-8afb-0696d3dee69c\", \"8e8589ec-7904-4555-b597-68314b31bab8\", \"97780f30-e704-4e79-9629-de92b698fcbf\", \"7dbf1d76-6a98-45d6-80e4-b550a38b19a6\", \"30d77548-9f33-493a-a963-f046bb0fb9ea\", \"48b8615b-d32b-4d18-afd1-f60888c06608\", \"69fa141e-3e58-44b7-a73b-f32c23b785ec\"], \"total_duration\": 283.0, \"total_sessions\": 9, \"mean_week_duration\": 2.128}}, {\"34159\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-06-11 14:32:35.000000+00:00\", \"2022-06-27 18:27:19.000000+00:00\", \"2020-04-13 13:55:22.000000+00:00\", \"2019-03-24 17:07:18.000000+00:00\", \"2020-12-28 04:50:55.000000+00:00\"], \"session_ids\": [\"27fad499-0ddb-422c-880f-94ae11e4fb9a\", \"5e750989-65bd-4b8a-95fb-717e0370bcbe\", \"e07dd12b-531a-4460-ae76-c31518867354\", \"564cf4aa-f412-46b2-8185-658701f5d0dc\", \"71fb2e07-8ba5-4a55-a17b-2c74d1711337\"], \"total_duration\": 662.0, \"total_sessions\": 5, \"mean_week_duration\": 3.871}}, {\"18134\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-07-24 03:06:40.000000+00:00\", \"2022-04-18 04:38:07.000000+00:00\", \"2021-10-31 16:01:29.000000+00:00\"], \"session_ids\": [\"7bd1ab87-4d48-4b12-a1bf-01025b18164f\", \"9554c29e-6653-4c50-aa9f-7718e14d2e64\", \"d6c5eb9f-a6bf-4647-8cd9-517e9325c9e8\"], \"total_duration\": 1072.0, \"total_sessions\": 3, \"mean_week_duration\": 7.497}}, {\"2752\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-02-18 22:12:28.000000+00:00\", \"2023-03-09 03:15:54.000000+00:00\", \"2022-08-22 06:36:42.000000+00:00\", \"2019-01-29 01:33:31.000000+00:00\", \"2021-11-28 17:31:09.000000+00:00\", \"2020-02-20 14:49:26.000000+00:00\", \"2020-06-27 01:02:33.000000+00:00\"], \"session_ids\": [\"d84c1357-8f7f-4147-bc22-ae97ea816df1\", \"2766e9bf-0ef0-4805-a12a-91484d1db53c\", \"63a2aa58-91a5-4ee7-be98-0bfafd4d03bd\", \"c00f242f-1391-423d-b995-56a82c7d0657\", \"0f9c5ccb-0893-4659-a07e-03886e0b72ea\", \"4f46cb0c-1270-448c-8b8b-52698f446edd\", \"05ac088c-8fe6-43c1-9289-0dc4b77b325e\"], \"total_duration\": 4645.0, \"total_sessions\": 7, \"mean_week_duration\": 21.605}}]\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[{\"16667\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-11-29 14:28:39.000000+00:00\", \"2021-03-15 18:48:05.000000+00:00\", \"2019-04-24 08:37:34.000000+00:00\", \"2019-08-26 23:34:11.000000+00:00\"], \"session_ids\": [\"68598592-c91a-4840-8409-c4bc2df160e0\", \"d784edc1-f400-415f-b2e2-a8b94a26b9e5\", \"6fca4cb8-dda8-4511-9b5b-e4c5410b1b50\", \"0b139b52-a135-490f-91ab-a4e6375a6d43\"], \"total_duration\": 111.0, \"total_sessions\": 4, \"mean_week_duration\": 1.121}}, {\"4205\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-07-03 16:16:09.000000+00:00\", \"2022-10-11 12:55:52.000000+00:00\", \"2020-12-14 04:55:51.000000+00:00\", \"2021-06-19 09:15:38.000000+00:00\", \"2023-02-04 14:38:37.000000+00:00\", \"2022-07-14 04:42:51.000000+00:00\", \"2020-10-13 18:56:59.000000+00:00\", \"2023-04-29 05:30:33.000000+00:00\", \"2022-01-12 12:11:14.000000+00:00\"], \"session_ids\": [\"6abe79cb-0257-4351-a324-8aae3667748b\", \"93cf83c3-f13b-464e-bd64-df7576343766\", \"6c67b9ab-0bd1-4da8-8afb-0696d3dee69c\", \"8e8589ec-7904-4555-b597-68314b31bab8\", \"97780f30-e704-4e79-9629-de92b698fcbf\", \"7dbf1d76-6a98-45d6-80e4-b550a38b19a6\", \"30d77548-9f33-493a-a963-f046bb0fb9ea\", \"48b8615b-d32b-4d18-afd1-f60888c06608\", \"69fa141e-3e58-44b7-a73b-f32c23b785ec\"], \"total_duration\": 283.0, \"total_sessions\": 9, \"mean_week_duration\": 2.128}}, {\"34159\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-06-11 14:32:35.000000+00:00\", \"2022-06-27 18:27:19.000000+00:00\", \"2020-04-13 13:55:22.000000+00:00\", \"2019-03-24 17:07:18.000000+00:00\", \"2020-12-28 04:50:55.000000+00:00\"], \"session_ids\": [\"27fad499-0ddb-422c-880f-94ae11e4fb9a\", \"5e750989-65bd-4b8a-95fb-717e0370bcbe\", \"e07dd12b-531a-4460-ae76-c31518867354\", \"564cf4aa-f412-46b2-8185-658701f5d0dc\", \"71fb2e07-8ba5-4a55-a17b-2c74d1711337\"], \"total_duration\": 662.0, \"total_sessions\": 5, \"mean_week_duration\": 3.871}}, {\"18134\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-07-24 03:06:40.000000+00:00\", \"2022-04-18 04:38:07.000000+00:00\", \"2021-10-31 16:01:29.000000+00:00\"], \"session_ids\": [\"7bd1ab87-4d48-4b12-a1bf-01025b18164f\", \"9554c29e-6653-4c50-aa9f-7718e14d2e64\", \"d6c5eb9f-a6bf-4647-8cd9-517e9325c9e8\"], \"total_duration\": 1072.0, \"total_sessions\": 3, \"mean_week_duration\": 7.497}}, {\"2752\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-02-18 22:12:28.000000+00:00\", \"2023-03-09 03:15:54.000000+00:00\", \"2022-08-22 06:36:42.000000+00:00\", \"2019-01-29 01:33:31.000000+00:00\", \"2021-11-28 17:31:09.000000+00:00\", \"2020-02-20 14:49:26.000000+00:00\", \"2020-06-27 01:02:33.000000+00:00\"], \"session_ids\": [\"d84c1357-8f7f-4147-bc22-ae97ea816df1\", \"2766e9bf-0ef0-4805-a12a-91484d1db53c\", \"63a2aa58-91a5-4ee7-be98-0bfafd4d03bd\", \"c00f242f-1391-423d-b995-56a82c7d0657\", \"0f9c5ccb-0893-4659-a07e-03886e0b72ea\", \"4f46cb0c-1270-448c-8b8b-52698f446edd\", \"05ac088c-8fe6-43c1-9289-0dc4b77b325e\"], \"total_duration\": 4645.0, \"total_sessions\": 7, \"mean_week_duration\": 21.605}}]\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 have total sessoins count strictly smaller than 3 and bigger than 5 as well as perform sorting by sessions summation form the highest to the lowest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"64530\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-04-03 16:16:27.000000+00:00\", \"2022-11-23 18:29:24.000000+00:00\"], \"session_ids\": [\"647b0541-49a5-4cc0-8fb1-6f8482f427fd\", \"0cbfe72a-5449-4b66-9b94-b0533052030a\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 0.514}, \"26824\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-08-25 05:16:59.000000+00:00\", \"2021-04-26 20:31:18.000000+00:00\", \"2023-03-26 00:31:54.000000+00:00\"], \"session_ids\": [\"ae79ceec-86d5-40f0-a6a6-a8194e64405b\", \"4543f485-6fe2-47fe-b8bd-9a4ea60081ff\", \"31e77c0e-8ff6-4757-8fc2-7cb2de3ff93a\"], \"total_duration\": 392.0, \"total_sessions\": 3, \"mean_week_duration\": 2.904}, \"69491\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-12-21 20:38:29.000000+00:00\", \"2023-01-31 23:42:26.000000+00:00\"], \"session_ids\": [\"8ff8cad3-9d92-46ec-b16f-86ea0c846878\", \"b4703e48-40df-4f6b-89cd-d72cc582d310\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 7.667}, \"95082\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-02-05 05:04:15.000000+00:00\", \"2019-07-14 00:43:27.000000+00:00\"], \"session_ids\": [\"9635d695-8728-4e2a-a1cb-9b6785889414\", \"87aeaa16-2c3c-413f-b164-eb9be9513580\"], \"total_duration\": 332.0, \"total_sessions\": 2, \"mean_week_duration\": 2.478}, \"6894\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-05-03 15:53:11.000000+00:00\", \"2020-02-09 05:09:21.000000+00:00\", \"2020-12-06 16:51:03.000000+00:00\", \"2019-04-30 12:16:57.000000+00:00\"], \"session_ids\": [\"53c33667-d84d-4b85-8450-add431311524\", \"ebc919b7-64ba-4c8f-ba00-0c88f9cd2ee2\", \"d74baedb-d127-415f-ab91-1d17c9391685\", \"e422c679-e92d-43d2-967e-5aecd54e01e8\"], \"total_duration\": 995.0, \"total_sessions\": 4, \"mean_week_duration\": 9.476}, \"95197\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-08 07:36:46.000000+00:00\", \"2021-09-16 03:25:31.000000+00:00\", \"2021-08-26 00:18:58.000000+00:00\", \"2021-05-15 02:25:32.000000+00:00\", \"2022-06-17 14:35:07.000000+00:00\", \"2020-07-08 05:45:59.000000+00:00\", \"2020-01-23 23:46:28.000000+00:00\"], \"session_ids\": [\"fda8b3ec-bae1-49f3-a41f-684cbd982855\", \"994d2b24-a0e6-42b2-93a7-7867208ea1da\", \"db065607-fd68-4b5b-9637-2cd0a110955e\", \"90518577-25f4-4df4-93b1-46d964d5338d\", \"472cefb6-1207-4b8e-9a48-b7b6469e91d4\", \"f4b914a5-b6bc-4a6d-b394-132f325695ad\", \"0ceb72ce-d83c-4528-b0e5-af645048a742\"], \"total_duration\": 197.0, \"total_sessions\": 7, \"mean_week_duration\": 1.576}, \"46565\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2022-05-12 00:48:22.000000+00:00\", \"2021-07-06 14:01:52.000000+00:00\", \"2019-04-22 14:46:53.000000+00:00\", \"2019-05-23 13:06:13.000000+00:00\", \"2020-02-17 23:04:39.000000+00:00\", \"2020-05-02 05:53:46.000000+00:00\", \"2021-12-22 18:46:04.000000+00:00\", \"2022-12-07 23:33:37.000000+00:00\", \"2022-05-29 14:43:20.000000+00:00\", \"2020-01-19 17:53:56.000000+00:00\", \"2020-08-07 13:39:14.000000+00:00\"], \"session_ids\": [\"b8e6011a-08c1-4731-a961-02629560b951\", \"16d5f51e-58aa-4f8e-8814-bcfefb9ab5b8\", \"293f3445-9794-4dbf-baa3-6f6baab2e8bf\", \"31c62b0e-1db9-46dd-98fd-4ca824eff4ea\", \"2f2962e4-16ec-4fab-984e-e5028000346e\", \"0c3db434-d3b6-4daf-8e6f-68873a56943d\", \"f5e19120-8899-4f69-8fdb-058ff1066025\", \"b7a64ad5-92df-4651-b00f-12e7bce88213\", \"80d3c8dc-3567-4462-9bcf-a56b3dfe5936\", \"49f54ee7-1852-492e-ac67-032c0f8971b5\", \"2873df85-0ade-499d-bb34-0d396167d7c7\"], \"total_duration\": 30908.0, \"total_sessions\": 11, \"mean_week_duration\": 162.674}, \"54642\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-11-15 17:03:09.000000+00:00\", \"2019-09-03 19:30:24.000000+00:00\", \"2021-11-16 14:48:18.000000+00:00\"], \"session_ids\": [\"a8a7ba78-39d9-4e7c-9012-c8e48cf77a93\", \"852a7b75-4d66-47cb-8281-ac362b4fb6a0\", \"44f1a224-fd7f-4306-b3b2-d890b22062ae\"], \"total_duration\": 349.0, \"total_sessions\": 3, \"mean_week_duration\": 3.035}, \"43983\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-11-23 02:04:30.000000+00:00\", \"2021-12-09 01:25:58.000000+00:00\", \"2019-05-26 20:17:30.000000+00:00\"], \"session_ids\": [\"0932aacd-9996-4477-a11f-1b6413663667\", \"a0ec79c0-8f9e-4236-ba53-26848db4af8d\", \"69828106-eb31-43b7-868f-09d940ed7ba2\"], \"total_duration\": 680.0, \"total_sessions\": 3, \"mean_week_duration\": 3.716}, \"30340\": {\"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\": \"Caracas\", \"datetimes\": [\"2020-08-27 04:00:34.000000+00:00\", \"2022-09-05 12:24:59.000000+00:00\"], \"session_ids\": [\"d43e8927-f3e8-4d79-8643-154efedc2785\", \"66c3f86e-51bf-4829-8364-fa322536a20b\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 1.358}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are less than 3 and are equal or greater than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_sessions\": [[3, 5]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"64530\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-04-03 16:16:27.000000+00:00\", \"2022-11-23 18:29:24.000000+00:00\"], \"session_ids\": [\"647b0541-49a5-4cc0-8fb1-6f8482f427fd\", \"0cbfe72a-5449-4b66-9b94-b0533052030a\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 0.514}, \"69491\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-12-21 20:38:29.000000+00:00\", \"2023-01-31 23:42:26.000000+00:00\"], \"session_ids\": [\"8ff8cad3-9d92-46ec-b16f-86ea0c846878\", \"b4703e48-40df-4f6b-89cd-d72cc582d310\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 7.667}, \"95082\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-02-05 05:04:15.000000+00:00\", \"2019-07-14 00:43:27.000000+00:00\"], \"session_ids\": [\"9635d695-8728-4e2a-a1cb-9b6785889414\", \"87aeaa16-2c3c-413f-b164-eb9be9513580\"], \"total_duration\": 332.0, \"total_sessions\": 2, \"mean_week_duration\": 2.478}, \"30340\": {\"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\": \"Caracas\", \"datetimes\": [\"2020-08-27 04:00:34.000000+00:00\", \"2022-09-05 12:24:59.000000+00:00\"], \"session_ids\": [\"d43e8927-f3e8-4d79-8643-154efedc2785\", \"66c3f86e-51bf-4829-8364-fa322536a20b\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 1.358}, \"95197\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-08 07:36:46.000000+00:00\", \"2021-09-16 03:25:31.000000+00:00\", \"2021-08-26 00:18:58.000000+00:00\", \"2021-05-15 02:25:32.000000+00:00\", \"2022-06-17 14:35:07.000000+00:00\", \"2020-07-08 05:45:59.000000+00:00\", \"2020-01-23 23:46:28.000000+00:00\"], \"session_ids\": [\"fda8b3ec-bae1-49f3-a41f-684cbd982855\", \"994d2b24-a0e6-42b2-93a7-7867208ea1da\", \"db065607-fd68-4b5b-9637-2cd0a110955e\", \"90518577-25f4-4df4-93b1-46d964d5338d\", \"472cefb6-1207-4b8e-9a48-b7b6469e91d4\", \"f4b914a5-b6bc-4a6d-b394-132f325695ad\", \"0ceb72ce-d83c-4528-b0e5-af645048a742\"], \"total_duration\": 197.0, \"total_sessions\": 7, \"mean_week_duration\": 1.576}, \"46565\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2022-05-12 00:48:22.000000+00:00\", \"2021-07-06 14:01:52.000000+00:00\", \"2019-04-22 14:46:53.000000+00:00\", \"2019-05-23 13:06:13.000000+00:00\", \"2020-02-17 23:04:39.000000+00:00\", \"2020-05-02 05:53:46.000000+00:00\", \"2021-12-22 18:46:04.000000+00:00\", \"2022-12-07 23:33:37.000000+00:00\", \"2022-05-29 14:43:20.000000+00:00\", \"2020-01-19 17:53:56.000000+00:00\", \"2020-08-07 13:39:14.000000+00:00\"], \"session_ids\": [\"b8e6011a-08c1-4731-a961-02629560b951\", \"16d5f51e-58aa-4f8e-8814-bcfefb9ab5b8\", \"293f3445-9794-4dbf-baa3-6f6baab2e8bf\", \"31c62b0e-1db9-46dd-98fd-4ca824eff4ea\", \"2f2962e4-16ec-4fab-984e-e5028000346e\", \"0c3db434-d3b6-4daf-8e6f-68873a56943d\", \"f5e19120-8899-4f69-8fdb-058ff1066025\", \"b7a64ad5-92df-4651-b00f-12e7bce88213\", \"80d3c8dc-3567-4462-9bcf-a56b3dfe5936\", \"49f54ee7-1852-492e-ac67-032c0f8971b5\", \"2873df85-0ade-499d-bb34-0d396167d7c7\"], \"total_duration\": 30908.0, \"total_sessions\": 11, \"mean_week_duration\": 162.674}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"46565\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2022-05-12 00:48:22.000000+00:00\", \"2021-07-06 14:01:52.000000+00:00\", \"2019-04-22 14:46:53.000000+00:00\", \"2019-05-23 13:06:13.000000+00:00\", \"2020-02-17 23:04:39.000000+00:00\", \"2020-05-02 05:53:46.000000+00:00\", \"2021-12-22 18:46:04.000000+00:00\", \"2022-12-07 23:33:37.000000+00:00\", \"2022-05-29 14:43:20.000000+00:00\", \"2020-01-19 17:53:56.000000+00:00\", \"2020-08-07 13:39:14.000000+00:00\"], \"session_ids\": [\"b8e6011a-08c1-4731-a961-02629560b951\", \"16d5f51e-58aa-4f8e-8814-bcfefb9ab5b8\", \"293f3445-9794-4dbf-baa3-6f6baab2e8bf\", \"31c62b0e-1db9-46dd-98fd-4ca824eff4ea\", \"2f2962e4-16ec-4fab-984e-e5028000346e\", \"0c3db434-d3b6-4daf-8e6f-68873a56943d\", \"f5e19120-8899-4f69-8fdb-058ff1066025\", \"b7a64ad5-92df-4651-b00f-12e7bce88213\", \"80d3c8dc-3567-4462-9bcf-a56b3dfe5936\", \"49f54ee7-1852-492e-ac67-032c0f8971b5\", \"2873df85-0ade-499d-bb34-0d396167d7c7\"], \"total_duration\": 30908.0, \"total_sessions\": 11, \"mean_week_duration\": 162.674}}, {\"95197\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-08 07:36:46.000000+00:00\", \"2021-09-16 03:25:31.000000+00:00\", \"2021-08-26 00:18:58.000000+00:00\", \"2021-05-15 02:25:32.000000+00:00\", \"2022-06-17 14:35:07.000000+00:00\", \"2020-07-08 05:45:59.000000+00:00\", \"2020-01-23 23:46:28.000000+00:00\"], \"session_ids\": [\"fda8b3ec-bae1-49f3-a41f-684cbd982855\", \"994d2b24-a0e6-42b2-93a7-7867208ea1da\", \"db065607-fd68-4b5b-9637-2cd0a110955e\", \"90518577-25f4-4df4-93b1-46d964d5338d\", \"472cefb6-1207-4b8e-9a48-b7b6469e91d4\", \"f4b914a5-b6bc-4a6d-b394-132f325695ad\", \"0ceb72ce-d83c-4528-b0e5-af645048a742\"], \"total_duration\": 197.0, \"total_sessions\": 7, \"mean_week_duration\": 1.576}}, {\"64530\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-04-03 16:16:27.000000+00:00\", \"2022-11-23 18:29:24.000000+00:00\"], \"session_ids\": [\"647b0541-49a5-4cc0-8fb1-6f8482f427fd\", \"0cbfe72a-5449-4b66-9b94-b0533052030a\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 0.514}}, {\"69491\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-12-21 20:38:29.000000+00:00\", \"2023-01-31 23:42:26.000000+00:00\"], \"session_ids\": [\"8ff8cad3-9d92-46ec-b16f-86ea0c846878\", \"b4703e48-40df-4f6b-89cd-d72cc582d310\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 7.667}}, {\"95082\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-02-05 05:04:15.000000+00:00\", \"2019-07-14 00:43:27.000000+00:00\"], \"session_ids\": [\"9635d695-8728-4e2a-a1cb-9b6785889414\", \"87aeaa16-2c3c-413f-b164-eb9be9513580\"], \"total_duration\": 332.0, \"total_sessions\": 2, \"mean_week_duration\": 2.478}}, {\"30340\": {\"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\": \"Caracas\", \"datetimes\": [\"2020-08-27 04:00:34.000000+00:00\", \"2022-09-05 12:24:59.000000+00:00\"], \"session_ids\": [\"d43e8927-f3e8-4d79-8643-154efedc2785\", \"66c3f86e-51bf-4829-8364-fa322536a20b\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 1.358}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"46565\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2022-05-12 00:48:22.000000+00:00\", \"2021-07-06 14:01:52.000000+00:00\", \"2019-04-22 14:46:53.000000+00:00\", \"2019-05-23 13:06:13.000000+00:00\", \"2020-02-17 23:04:39.000000+00:00\", \"2020-05-02 05:53:46.000000+00:00\", \"2021-12-22 18:46:04.000000+00:00\", \"2022-12-07 23:33:37.000000+00:00\", \"2022-05-29 14:43:20.000000+00:00\", \"2020-01-19 17:53:56.000000+00:00\", \"2020-08-07 13:39:14.000000+00:00\"], \"session_ids\": [\"b8e6011a-08c1-4731-a961-02629560b951\", \"16d5f51e-58aa-4f8e-8814-bcfefb9ab5b8\", \"293f3445-9794-4dbf-baa3-6f6baab2e8bf\", \"31c62b0e-1db9-46dd-98fd-4ca824eff4ea\", \"2f2962e4-16ec-4fab-984e-e5028000346e\", \"0c3db434-d3b6-4daf-8e6f-68873a56943d\", \"f5e19120-8899-4f69-8fdb-058ff1066025\", \"b7a64ad5-92df-4651-b00f-12e7bce88213\", \"80d3c8dc-3567-4462-9bcf-a56b3dfe5936\", \"49f54ee7-1852-492e-ac67-032c0f8971b5\", \"2873df85-0ade-499d-bb34-0d396167d7c7\"], \"total_duration\": 30908.0, \"total_sessions\": 11, \"mean_week_duration\": 162.674}}, {\"95197\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-08 07:36:46.000000+00:00\", \"2021-09-16 03:25:31.000000+00:00\", \"2021-08-26 00:18:58.000000+00:00\", \"2021-05-15 02:25:32.000000+00:00\", \"2022-06-17 14:35:07.000000+00:00\", \"2020-07-08 05:45:59.000000+00:00\", \"2020-01-23 23:46:28.000000+00:00\"], \"session_ids\": [\"fda8b3ec-bae1-49f3-a41f-684cbd982855\", \"994d2b24-a0e6-42b2-93a7-7867208ea1da\", \"db065607-fd68-4b5b-9637-2cd0a110955e\", \"90518577-25f4-4df4-93b1-46d964d5338d\", \"472cefb6-1207-4b8e-9a48-b7b6469e91d4\", \"f4b914a5-b6bc-4a6d-b394-132f325695ad\", \"0ceb72ce-d83c-4528-b0e5-af645048a742\"], \"total_duration\": 197.0, \"total_sessions\": 7, \"mean_week_duration\": 1.576}}]\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[{\"46565\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2022-05-12 00:48:22.000000+00:00\", \"2021-07-06 14:01:52.000000+00:00\", \"2019-04-22 14:46:53.000000+00:00\", \"2019-05-23 13:06:13.000000+00:00\", \"2020-02-17 23:04:39.000000+00:00\", \"2020-05-02 05:53:46.000000+00:00\", \"2021-12-22 18:46:04.000000+00:00\", \"2022-12-07 23:33:37.000000+00:00\", \"2022-05-29 14:43:20.000000+00:00\", \"2020-01-19 17:53:56.000000+00:00\", \"2020-08-07 13:39:14.000000+00:00\"], \"session_ids\": [\"b8e6011a-08c1-4731-a961-02629560b951\", \"16d5f51e-58aa-4f8e-8814-bcfefb9ab5b8\", \"293f3445-9794-4dbf-baa3-6f6baab2e8bf\", \"31c62b0e-1db9-46dd-98fd-4ca824eff4ea\", \"2f2962e4-16ec-4fab-984e-e5028000346e\", \"0c3db434-d3b6-4daf-8e6f-68873a56943d\", \"f5e19120-8899-4f69-8fdb-058ff1066025\", \"b7a64ad5-92df-4651-b00f-12e7bce88213\", \"80d3c8dc-3567-4462-9bcf-a56b3dfe5936\", \"49f54ee7-1852-492e-ac67-032c0f8971b5\", \"2873df85-0ade-499d-bb34-0d396167d7c7\"], \"total_duration\": 30908.0, \"total_sessions\": 11, \"mean_week_duration\": 162.674}}, {\"95197\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-08 07:36:46.000000+00:00\", \"2021-09-16 03:25:31.000000+00:00\", \"2021-08-26 00:18:58.000000+00:00\", \"2021-05-15 02:25:32.000000+00:00\", \"2022-06-17 14:35:07.000000+00:00\", \"2020-07-08 05:45:59.000000+00:00\", \"2020-01-23 23:46:28.000000+00:00\"], \"session_ids\": [\"fda8b3ec-bae1-49f3-a41f-684cbd982855\", \"994d2b24-a0e6-42b2-93a7-7867208ea1da\", \"db065607-fd68-4b5b-9637-2cd0a110955e\", \"90518577-25f4-4df4-93b1-46d964d5338d\", \"472cefb6-1207-4b8e-9a48-b7b6469e91d4\", \"f4b914a5-b6bc-4a6d-b394-132f325695ad\", \"0ceb72ce-d83c-4528-b0e5-af645048a742\"], \"total_duration\": 197.0, \"total_sessions\": 7, \"mean_week_duration\": 1.576}}]\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 8 users with a sessions total that is above 8 and below 3, exclusively in addition carry out sorting by mean of duration of sessions per week from the largest to the smallest as well as show me only 2 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"49560\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-01-28 17:50:18.000000+00:00\", \"2023-05-21 19:05:55.000000+00:00\"], \"session_ids\": [\"ef44bc20-280f-488b-8de4-0711be14d82c\", \"8f2e4a5e-a95e-4377-b8f1-c187ecd676b2\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.941}, \"3951\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-11-25 17:49:52.000000+00:00\", \"2019-09-26 15:34:07.000000+00:00\"], \"session_ids\": [\"067eb99c-a56f-41e9-83c9-042180f89594\", \"4dd57883-86a3-4750-b6eb-c7d1382ed91c\"], \"total_duration\": 470.0, \"total_sessions\": 2, \"mean_week_duration\": 7.705}, \"18796\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-09-04 19:08:25.000000+00:00\", \"2019-06-29 04:43:34.000000+00:00\", \"2023-05-31 05:48:35.000000+00:00\", \"2021-02-03 06:46:09.000000+00:00\", \"2021-09-30 13:43:07.000000+00:00\", \"2022-11-23 00:06:37.000000+00:00\"], \"session_ids\": [\"314de675-87af-4f30-a441-f8bfc8fc0102\", \"bd27f720-d9ef-4dc3-8cb2-08af9c938f6c\", \"1813630e-babd-404a-a5b0-3a64a5353475\", \"295fbcbf-3c3b-45e6-8f46-775925e78e95\", \"02761ca4-7a13-4ed5-9e71-b9474dc2e1ee\", \"b9edc408-2f2d-48bf-bf2a-630e3c64cfae\"], \"total_duration\": 1532.0, \"total_sessions\": 6, \"mean_week_duration\": 7.473}, \"73165\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-04-21 12:41:27.000000+00:00\", \"2023-01-28 08:24:34.000000+00:00\", \"2021-02-02 16:42:49.000000+00:00\", \"2021-09-20 08:22:23.000000+00:00\"], \"session_ids\": [\"bb2bd68c-088f-4f14-b72f-7a52389bb43a\", \"80d9f99e-ce4f-430e-b82d-69039a242ce8\", \"20924fa3-b30c-445f-9497-d700919c479e\", \"7066b39c-1a6b-4333-a789-39eb5f413292\"], \"total_duration\": 74.0, \"total_sessions\": 4, \"mean_week_duration\": 0.712}, \"66582\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-10-16 16:21:56.000000+00:00\", \"2022-03-26 11:03:41.000000+00:00\"], \"session_ids\": [\"08a6a23b-8dc3-45eb-a123-51a916f4c8d4\", \"3e21da01-c44f-47ad-9b19-1af998394706\"], \"total_duration\": 212.0, \"total_sessions\": 2, \"mean_week_duration\": 2.827}, \"13920\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-06-03 07:17:03.000000+00:00\", \"2020-10-02 02:03:29.000000+00:00\"], \"session_ids\": [\"39c2c319-0c5b-44ed-8c28-2a10bfb373f6\", \"092871b3-597e-4d3f-88f4-e8cd2eb22a10\"], \"total_duration\": 377.0, \"total_sessions\": 2, \"mean_week_duration\": 5.386}, \"28798\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-08-12 14:52:29.000000+00:00\", \"2020-01-13 23:48:56.000000+00:00\", \"2019-04-19 17:40:03.000000+00:00\", \"2021-07-13 18:27:58.000000+00:00\", \"2022-11-25 17:25:48.000000+00:00\", \"2023-06-17 07:57:06.000000+00:00\", \"2021-04-16 19:03:02.000000+00:00\", \"2021-12-17 15:17:54.000000+00:00\"], \"session_ids\": [\"94994076-180f-4b40-9e0d-ff28e15e7d61\", \"08189b29-e46c-410c-8c35-df713c8f7129\", \"596d59c3-28c5-449d-bc42-0703bb7bc923\", \"3c141518-373e-4594-9a9d-a38ae21bc23b\", \"21fac375-1479-4293-8a28-4f3086d7d32d\", \"3ca81f2e-6240-4e96-9d2f-fa0b16dca385\", \"8cc2ab68-0bbb-4537-9601-59b945ba36a7\", \"e58f351b-a120-4081-9433-d9c086e7490d\"], \"total_duration\": 1108.0, \"total_sessions\": 8, \"mean_week_duration\": 5.106}, \"5356\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-06-20 14:53:36.000000+00:00\", \"2019-06-12 13:32:42.000000+00:00\"], \"session_ids\": [\"8e40cd5f-ff21-441c-8ca7-82137363e0cc\", \"372f7af6-0b2e-4598-b518-0a26c76e5a83\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 2.815}, \"77161\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-12-04 22:33:21.000000+00:00\", \"2021-12-26 15:07:19.000000+00:00\", \"2019-10-18 23:16:00.000000+00:00\"], \"session_ids\": [\"274659d7-4ce6-4ed2-bc1a-bc73e664abe2\", \"0211e902-b91d-4cd9-8849-ce654fde3cf3\", \"ed8ef487-dafb-4a9a-90be-945810029b19\"], \"total_duration\": 151.0, \"total_sessions\": 3, \"mean_week_duration\": 1.313}, \"38968\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-09-27 12:13:46.000000+00:00\", \"2022-05-24 05:53:47.000000+00:00\", \"2020-09-06 14:48:08.000000+00:00\", \"2022-05-10 14:38:49.000000+00:00\", \"2022-01-29 09:43:54.000000+00:00\", \"2023-05-10 21:52:27.000000+00:00\"], \"session_ids\": [\"482c0643-b4ab-4b0a-bc78-c95e0cd8a782\", \"27c4a798-dfcd-4121-a0a3-e467db5042c4\", \"709155a5-0619-42b3-b008-3ab600c0d929\", \"c0090b54-89b4-41f9-8c3f-24f893a53905\", \"e4bde77f-74a6-4515-9e4b-053959f77385\", \"42e15ccd-da7f-4ec4-9d47-608beb01bd58\"], \"total_duration\": 876.0, \"total_sessions\": 6, \"mean_week_duration\": 6.257}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are less than 3 and are greater than 8"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">\"]]}, \"all_values\": {\"total_sessions\": [[3, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"49560\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-01-28 17:50:18.000000+00:00\", \"2023-05-21 19:05:55.000000+00:00\"], \"session_ids\": [\"ef44bc20-280f-488b-8de4-0711be14d82c\", \"8f2e4a5e-a95e-4377-b8f1-c187ecd676b2\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.941}, \"3951\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-11-25 17:49:52.000000+00:00\", \"2019-09-26 15:34:07.000000+00:00\"], \"session_ids\": [\"067eb99c-a56f-41e9-83c9-042180f89594\", \"4dd57883-86a3-4750-b6eb-c7d1382ed91c\"], \"total_duration\": 470.0, \"total_sessions\": 2, \"mean_week_duration\": 7.705}, \"66582\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-10-16 16:21:56.000000+00:00\", \"2022-03-26 11:03:41.000000+00:00\"], \"session_ids\": [\"08a6a23b-8dc3-45eb-a123-51a916f4c8d4\", \"3e21da01-c44f-47ad-9b19-1af998394706\"], \"total_duration\": 212.0, \"total_sessions\": 2, \"mean_week_duration\": 2.827}, \"13920\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-06-03 07:17:03.000000+00:00\", \"2020-10-02 02:03:29.000000+00:00\"], \"session_ids\": [\"39c2c319-0c5b-44ed-8c28-2a10bfb373f6\", \"092871b3-597e-4d3f-88f4-e8cd2eb22a10\"], \"total_duration\": 377.0, \"total_sessions\": 2, \"mean_week_duration\": 5.386}, \"5356\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-06-20 14:53:36.000000+00:00\", \"2019-06-12 13:32:42.000000+00:00\"], \"session_ids\": [\"8e40cd5f-ff21-441c-8ca7-82137363e0cc\", \"372f7af6-0b2e-4598-b518-0a26c76e5a83\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 2.815}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"3951\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-11-25 17:49:52.000000+00:00\", \"2019-09-26 15:34:07.000000+00:00\"], \"session_ids\": [\"067eb99c-a56f-41e9-83c9-042180f89594\", \"4dd57883-86a3-4750-b6eb-c7d1382ed91c\"], \"total_duration\": 470.0, \"total_sessions\": 2, \"mean_week_duration\": 7.705}}, {\"13920\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-06-03 07:17:03.000000+00:00\", \"2020-10-02 02:03:29.000000+00:00\"], \"session_ids\": [\"39c2c319-0c5b-44ed-8c28-2a10bfb373f6\", \"092871b3-597e-4d3f-88f4-e8cd2eb22a10\"], \"total_duration\": 377.0, \"total_sessions\": 2, \"mean_week_duration\": 5.386}}, {\"66582\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-10-16 16:21:56.000000+00:00\", \"2022-03-26 11:03:41.000000+00:00\"], \"session_ids\": [\"08a6a23b-8dc3-45eb-a123-51a916f4c8d4\", \"3e21da01-c44f-47ad-9b19-1af998394706\"], \"total_duration\": 212.0, \"total_sessions\": 2, \"mean_week_duration\": 2.827}}, {\"5356\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-06-20 14:53:36.000000+00:00\", \"2019-06-12 13:32:42.000000+00:00\"], \"session_ids\": [\"8e40cd5f-ff21-441c-8ca7-82137363e0cc\", \"372f7af6-0b2e-4598-b518-0a26c76e5a83\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 2.815}}, {\"49560\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-01-28 17:50:18.000000+00:00\", \"2023-05-21 19:05:55.000000+00:00\"], \"session_ids\": [\"ef44bc20-280f-488b-8de4-0711be14d82c\", \"8f2e4a5e-a95e-4377-b8f1-c187ecd676b2\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.941}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"3951\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-11-25 17:49:52.000000+00:00\", \"2019-09-26 15:34:07.000000+00:00\"], \"session_ids\": [\"067eb99c-a56f-41e9-83c9-042180f89594\", \"4dd57883-86a3-4750-b6eb-c7d1382ed91c\"], \"total_duration\": 470.0, \"total_sessions\": 2, \"mean_week_duration\": 7.705}}, {\"13920\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-06-03 07:17:03.000000+00:00\", \"2020-10-02 02:03:29.000000+00:00\"], \"session_ids\": [\"39c2c319-0c5b-44ed-8c28-2a10bfb373f6\", \"092871b3-597e-4d3f-88f4-e8cd2eb22a10\"], \"total_duration\": 377.0, \"total_sessions\": 2, \"mean_week_duration\": 5.386}}]\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[{\"3951\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-11-25 17:49:52.000000+00:00\", \"2019-09-26 15:34:07.000000+00:00\"], \"session_ids\": [\"067eb99c-a56f-41e9-83c9-042180f89594\", \"4dd57883-86a3-4750-b6eb-c7d1382ed91c\"], \"total_duration\": 470.0, \"total_sessions\": 2, \"mean_week_duration\": 7.705}}, {\"13920\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-06-03 07:17:03.000000+00:00\", \"2020-10-02 02:03:29.000000+00:00\"], \"session_ids\": [\"39c2c319-0c5b-44ed-8c28-2a10bfb373f6\", \"092871b3-597e-4d3f-88f4-e8cd2eb22a10\"], \"total_duration\": 377.0, \"total_sessions\": 2, \"mean_week_duration\": 5.386}}]\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 4 users with a app usage time that is higher than 1260 and lower than 3454, exclusive 1260 and 3454 , and put to use sorting by all sessions quantity form the lowest value to the highest value and save only 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"17504\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-07-28 19:56:00.000000+00:00\", \"2021-12-09 19:35:08.000000+00:00\"], \"session_ids\": [\"e48c6898-4fc4-43c9-aeb4-5392926e7bf7\", \"b4fc3f70-8ca0-4dce-8844-d9113bbd57ac\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.145}, \"85951\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-05-24 08:59:31.000000+00:00\", \"2019-12-21 11:23:27.000000+00:00\"], \"session_ids\": [\"dac04058-d225-4735-87e9-a15c3769672f\", \"56b1d78d-deee-47f4-aafe-a383f2eb5c25\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 1.6}, \"66384\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-12-22 05:19:19.000000+00:00\", \"2023-02-07 00:49:36.000000+00:00\", \"2019-04-17 01:52:28.000000+00:00\", \"2019-12-05 04:50:47.000000+00:00\", \"2022-03-24 05:32:57.000000+00:00\"], \"session_ids\": [\"5c6d0d77-06bf-4f77-8dc6-74705407236f\", \"c066b22c-05d2-47d0-b14b-62c01e9f4e70\", \"a8beb1ce-d6dd-4e72-9043-bfd2d3a88cd5\", \"4e04bd1d-b006-4695-b8c6-b3c5c536d7b4\", \"11c66697-55c0-457a-bdf0-86a5f7aed1d5\"], \"total_duration\": 151.0, \"total_sessions\": 5, \"mean_week_duration\": 0.759}, \"58362\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-08-13 05:56:01.000000+00:00\", \"2021-05-04 20:22:10.000000+00:00\"], \"session_ids\": [\"74b28ce9-a71b-4054-be60-6f8dfbff4e98\", \"4e6b0e27-3bc8-4571-a7a1-e4f25dae2aee\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 1.164}, \"82327\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-09-30 09:23:56.000000+00:00\", \"2019-08-24 02:34:18.000000+00:00\"], \"session_ids\": [\"71fb15fb-dea8-447b-819e-8f9a2694ebae\", \"1d682222-7ea6-460d-85e6-0d09be0d5975\"], \"total_duration\": 318.0, \"total_sessions\": 2, \"mean_week_duration\": 1.963}, \"79932\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-05 07:36:10.000000+00:00\", \"2019-12-17 01:14:39.000000+00:00\", \"2020-09-08 23:02:50.000000+00:00\", \"2021-01-26 04:26:20.000000+00:00\", \"2021-02-28 07:26:16.000000+00:00\"], \"session_ids\": [\"9e98b276-17e7-4ddd-8546-7c55fc2722a0\", \"f0fd57ca-3980-4700-b921-61f2a7bb93c9\", \"85bcc25a-034e-4f5a-8179-ea25b1998aeb\", \"e23f0e12-fd9d-4dc7-960d-2776075d555a\", \"26761d30-0963-4f0b-926b-a0a1cd4c44e7\"], \"total_duration\": 3551.0, \"total_sessions\": 5, \"mean_week_duration\": 56.365}, \"7200\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-12 17:03:25.000000+00:00\", \"2021-06-03 10:45:59.000000+00:00\", \"2021-05-06 05:00:56.000000+00:00\", \"2020-12-02 22:44:51.000000+00:00\"], \"session_ids\": [\"65645d6d-d2fe-4449-bc7b-8a7d435ea53b\", \"81b1d5fd-6add-4e3a-9ee8-b099eba5b367\", \"7b6687cc-213b-4e20-849a-36d03a976a0c\", \"489bbb96-0f8f-4e6b-8c40-0131e5b836d3\"], \"total_duration\": 1512.0, \"total_sessions\": 4, \"mean_week_duration\": 15.588}, \"58190\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-10-16 20:48:34.000000+00:00\", \"2021-08-06 04:23:23.000000+00:00\", \"2021-10-13 05:17:47.000000+00:00\", \"2021-03-18 15:40:24.000000+00:00\"], \"session_ids\": [\"7896c44f-0166-4f5b-a6ab-01d55dec44de\", \"9ab2762b-caf2-4653-b0ae-a38bf73bc99a\", \"75b12358-423f-4d66-9fa3-61dfc6f5dcb4\", \"317ea215-e35f-4598-960c-8e70a49ea749\"], \"total_duration\": 2130.0, \"total_sessions\": 4, \"mean_week_duration\": 20.481}, \"26550\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-11-23 23:29:15.000000+00:00\", \"2023-01-10 14:26:26.000000+00:00\"], \"session_ids\": [\"9e3eb84d-7db5-4c34-9cf7-0acbf0454571\", \"58440b83-0891-431b-93a8-a85039585c4b\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 1.018}, \"44044\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-01-04 14:01:09.000000+00:00\", \"2023-04-06 02:10:26.000000+00:00\"], \"session_ids\": [\"0ac24399-141a-4f93-85ad-4dc10ae12cfe\", \"c1cad582-b34a-4dc8-923b-51d87ac5d7e1\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 0.495}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are greater than 1260 and are less than 3454"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"total_duration\": [[1260, 3454]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"7200\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-12 17:03:25.000000+00:00\", \"2021-06-03 10:45:59.000000+00:00\", \"2021-05-06 05:00:56.000000+00:00\", \"2020-12-02 22:44:51.000000+00:00\"], \"session_ids\": [\"65645d6d-d2fe-4449-bc7b-8a7d435ea53b\", \"81b1d5fd-6add-4e3a-9ee8-b099eba5b367\", \"7b6687cc-213b-4e20-849a-36d03a976a0c\", \"489bbb96-0f8f-4e6b-8c40-0131e5b836d3\"], \"total_duration\": 1512.0, \"total_sessions\": 4, \"mean_week_duration\": 15.588}, \"58190\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-10-16 20:48:34.000000+00:00\", \"2021-08-06 04:23:23.000000+00:00\", \"2021-10-13 05:17:47.000000+00:00\", \"2021-03-18 15:40:24.000000+00:00\"], \"session_ids\": [\"7896c44f-0166-4f5b-a6ab-01d55dec44de\", \"9ab2762b-caf2-4653-b0ae-a38bf73bc99a\", \"75b12358-423f-4d66-9fa3-61dfc6f5dcb4\", \"317ea215-e35f-4598-960c-8e70a49ea749\"], \"total_duration\": 2130.0, \"total_sessions\": 4, \"mean_week_duration\": 20.481}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"7200\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-12 17:03:25.000000+00:00\", \"2021-06-03 10:45:59.000000+00:00\", \"2021-05-06 05:00:56.000000+00:00\", \"2020-12-02 22:44:51.000000+00:00\"], \"session_ids\": [\"65645d6d-d2fe-4449-bc7b-8a7d435ea53b\", \"81b1d5fd-6add-4e3a-9ee8-b099eba5b367\", \"7b6687cc-213b-4e20-849a-36d03a976a0c\", \"489bbb96-0f8f-4e6b-8c40-0131e5b836d3\"], \"total_duration\": 1512.0, \"total_sessions\": 4, \"mean_week_duration\": 15.588}}, {\"58190\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-10-16 20:48:34.000000+00:00\", \"2021-08-06 04:23:23.000000+00:00\", \"2021-10-13 05:17:47.000000+00:00\", \"2021-03-18 15:40:24.000000+00:00\"], \"session_ids\": [\"7896c44f-0166-4f5b-a6ab-01d55dec44de\", \"9ab2762b-caf2-4653-b0ae-a38bf73bc99a\", \"75b12358-423f-4d66-9fa3-61dfc6f5dcb4\", \"317ea215-e35f-4598-960c-8e70a49ea749\"], \"total_duration\": 2130.0, \"total_sessions\": 4, \"mean_week_duration\": 20.481}}]\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[{\"7200\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-12 17:03:25.000000+00:00\", \"2021-06-03 10:45:59.000000+00:00\", \"2021-05-06 05:00:56.000000+00:00\", \"2020-12-02 22:44:51.000000+00:00\"], \"session_ids\": [\"65645d6d-d2fe-4449-bc7b-8a7d435ea53b\", \"81b1d5fd-6add-4e3a-9ee8-b099eba5b367\", \"7b6687cc-213b-4e20-849a-36d03a976a0c\", \"489bbb96-0f8f-4e6b-8c40-0131e5b836d3\"], \"total_duration\": 1512.0, \"total_sessions\": 4, \"mean_week_duration\": 15.588}}, {\"58190\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-10-16 20:48:34.000000+00:00\", \"2021-08-06 04:23:23.000000+00:00\", \"2021-10-13 05:17:47.000000+00:00\", \"2021-03-18 15:40:24.000000+00:00\"], \"session_ids\": [\"7896c44f-0166-4f5b-a6ab-01d55dec44de\", \"9ab2762b-caf2-4653-b0ae-a38bf73bc99a\", \"75b12358-423f-4d66-9fa3-61dfc6f5dcb4\", \"317ea215-e35f-4598-960c-8e70a49ea749\"], \"total_duration\": 2130.0, \"total_sessions\": 4, \"mean_week_duration\": 20.481}}]\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[{\"7200\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-12 17:03:25.000000+00:00\", \"2021-06-03 10:45:59.000000+00:00\", \"2021-05-06 05:00:56.000000+00:00\", \"2020-12-02 22:44:51.000000+00:00\"], \"session_ids\": [\"65645d6d-d2fe-4449-bc7b-8a7d435ea53b\", \"81b1d5fd-6add-4e3a-9ee8-b099eba5b367\", \"7b6687cc-213b-4e20-849a-36d03a976a0c\", \"489bbb96-0f8f-4e6b-8c40-0131e5b836d3\"], \"total_duration\": 1512.0, \"total_sessions\": 4, \"mean_week_duration\": 15.588}}, {\"58190\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-10-16 20:48:34.000000+00:00\", \"2021-08-06 04:23:23.000000+00:00\", \"2021-10-13 05:17:47.000000+00:00\", \"2021-03-18 15:40:24.000000+00:00\"], \"session_ids\": [\"7896c44f-0166-4f5b-a6ab-01d55dec44de\", \"9ab2762b-caf2-4653-b0ae-a38bf73bc99a\", \"75b12358-423f-4d66-9fa3-61dfc6f5dcb4\", \"317ea215-e35f-4598-960c-8e70a49ea749\"], \"total_duration\": 2130.0, \"total_sessions\": 4, \"mean_week_duration\": 20.481}}]\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 users who have average_week_duration greater than 17 (not including) and less than 38 , carry out sorting by city title in descending order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"55057\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-04-13 14:24:42.000000+00:00\", \"2021-07-29 20:05:35.000000+00:00\", \"2021-10-21 00:26:02.000000+00:00\", \"2021-05-26 07:49:58.000000+00:00\"], \"session_ids\": [\"26ea61ca-c033-4727-b5ab-29872e2709d9\", \"18d07a8a-04ea-41c6-9b58-e8d0a6846aef\", \"40dba307-5335-4647-b364-3d5bb2bb16a6\", \"49b86cb3-5c5b-4c17-b559-1f838846efc2\"], \"total_duration\": 443.0, \"total_sessions\": 4, \"mean_week_duration\": 3.356}, \"12201\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-11-13 11:19:49.000000+00:00\", \"2019-04-04 22:21:53.000000+00:00\"], \"session_ids\": [\"b6a1dd5f-6cff-4785-ace9-11b900e9b2be\", \"395bd030-7810-4bea-8e1f-d25ebbbe0d49\"], \"total_duration\": 385.0, \"total_sessions\": 2, \"mean_week_duration\": 12.031}, \"67147\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-01-30 10:59:46.000000+00:00\", \"2020-07-21 08:49:20.000000+00:00\"], \"session_ids\": [\"a96d7469-357b-43e4-b141-a34174b55380\", \"0b75ea3b-3068-49ac-9f42-2de2fd8d73c2\"], \"total_duration\": 387.0, \"total_sessions\": 2, \"mean_week_duration\": 5.026}, \"81259\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 7}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-25 19:43:19.000000+00:00\", \"2020-08-28 01:04:37.000000+00:00\", \"2021-08-29 05:27:34.000000+00:00\", \"2021-06-12 00:45:41.000000+00:00\"], \"session_ids\": [\"ba282ac3-70ec-40c7-a188-eae54ce788ef\", \"2cbb9b51-76d2-43b1-8736-7a2dd846761a\", \"4b725fb7-4d7c-4395-8e24-bfb106dfa899\", \"881bca6f-34bf-4ea6-8396-b6650f453754\"], \"total_duration\": 1896.0, \"total_sessions\": 4, \"mean_week_duration\": 18.96}, \"36458\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-03-27 05:29:38.000000+00:00\", \"2021-06-29 12:51:01.000000+00:00\", \"2021-03-02 09:18:17.000000+00:00\", \"2023-05-06 23:28:54.000000+00:00\", \"2023-06-24 21:27:23.000000+00:00\"], \"session_ids\": [\"a7e17ac9-c778-474c-b7ef-263b39cf2e72\", \"a320da04-fa76-4243-bbb3-51be99b8e08b\", \"415caa34-53a5-4890-bb7e-586e80b8daed\", \"9e8c4c70-893d-4140-9db7-26a6b80d3ef4\", \"58de5ac2-1a02-49f5-998b-f5ce260c64ce\"], \"total_duration\": 131.0, \"total_sessions\": 5, \"mean_week_duration\": 1.083}, \"76851\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-01-02 06:03:41.000000+00:00\", \"2019-08-28 13:03:05.000000+00:00\", \"2021-11-09 06:29:07.000000+00:00\", \"2022-08-01 05:21:32.000000+00:00\", \"2019-12-22 04:55:24.000000+00:00\", \"2022-07-02 21:13:45.000000+00:00\"], \"session_ids\": [\"d29ed0b5-20de-4fa8-bf2b-953a7bfc11ef\", \"903765aa-127b-48f7-a51b-9ce2a0e8f42f\", \"dacf3daa-1f76-4caf-9502-afeae20d3ed9\", \"17ea6ee9-480d-4823-b951-66b25f78d907\", \"a05d2809-f2b2-43ab-8cf9-f15fab48f2a4\", \"e04f21ec-ec5f-43fc-9dab-d831381841de\"], \"total_duration\": 4868.0, \"total_sessions\": 6, \"mean_week_duration\": 27.817}, \"66676\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-10-05 12:45:33.000000+00:00\", \"2023-01-12 21:08:33.000000+00:00\"], \"session_ids\": [\"24124fcd-21f2-4b6a-aa8b-afda263cd3e8\", \"999170b8-e389-449f-8c82-91b6d9d7238e\"], \"total_duration\": 224.0, \"total_sessions\": 2, \"mean_week_duration\": 14.933}, \"53862\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-07-19 11:01:29.000000+00:00\", \"2021-01-17 10:15:12.000000+00:00\", \"2021-07-04 05:08:15.000000+00:00\", \"2019-01-16 02:12:12.000000+00:00\", \"2021-09-20 12:44:36.000000+00:00\"], \"session_ids\": [\"b8b4ea3d-de00-49a8-9882-d0564612ac0a\", \"0eb7c25c-2830-4f49-95a8-90aa7d4f41eb\", \"22a6f6a7-bcbe-4e9b-ba96-478938da5fbe\", \"04a826d0-45cd-4e50-958f-bae0e5ff0542\", \"3c2742ff-be19-4d32-ace8-89e4bfbad4df\"], \"total_duration\": 1539.0, \"total_sessions\": 5, \"mean_week_duration\": 8.41}, \"50205\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-06-05 23:33:33.000000+00:00\", \"2020-05-18 16:59:17.000000+00:00\", \"2019-05-11 07:06:16.000000+00:00\"], \"session_ids\": [\"2c4eb3b4-0014-43db-bc67-103bb82cb14b\", \"36a0cbec-599b-45fa-be2c-0eb2cc3c3853\", \"c74a9e55-ddb6-49e0-a7bf-8e791b845b7c\"], \"total_duration\": 766.0, \"total_sessions\": 3, \"mean_week_duration\": 7.093}, \"59699\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-11-07 01:30:19.000000+00:00\", \"2023-05-18 17:40:35.000000+00:00\"], \"session_ids\": [\"e7da96c9-e48b-4139-a474-a9b2e3914009\", \"7f78f20f-d150-4db3-8e7a-05d68b4ab9c6\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 1.393}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are greater than 17 and are equal or less than 38"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[17, 38]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"81259\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 7}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-25 19:43:19.000000+00:00\", \"2020-08-28 01:04:37.000000+00:00\", \"2021-08-29 05:27:34.000000+00:00\", \"2021-06-12 00:45:41.000000+00:00\"], \"session_ids\": [\"ba282ac3-70ec-40c7-a188-eae54ce788ef\", \"2cbb9b51-76d2-43b1-8736-7a2dd846761a\", \"4b725fb7-4d7c-4395-8e24-bfb106dfa899\", \"881bca6f-34bf-4ea6-8396-b6650f453754\"], \"total_duration\": 1896.0, \"total_sessions\": 4, \"mean_week_duration\": 18.96}, \"76851\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-01-02 06:03:41.000000+00:00\", \"2019-08-28 13:03:05.000000+00:00\", \"2021-11-09 06:29:07.000000+00:00\", \"2022-08-01 05:21:32.000000+00:00\", \"2019-12-22 04:55:24.000000+00:00\", \"2022-07-02 21:13:45.000000+00:00\"], \"session_ids\": [\"d29ed0b5-20de-4fa8-bf2b-953a7bfc11ef\", \"903765aa-127b-48f7-a51b-9ce2a0e8f42f\", \"dacf3daa-1f76-4caf-9502-afeae20d3ed9\", \"17ea6ee9-480d-4823-b951-66b25f78d907\", \"a05d2809-f2b2-43ab-8cf9-f15fab48f2a4\", \"e04f21ec-ec5f-43fc-9dab-d831381841de\"], \"total_duration\": 4868.0, \"total_sessions\": 6, \"mean_week_duration\": 27.817}}\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[{\"76851\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-01-02 06:03:41.000000+00:00\", \"2019-08-28 13:03:05.000000+00:00\", \"2021-11-09 06:29:07.000000+00:00\", \"2022-08-01 05:21:32.000000+00:00\", \"2019-12-22 04:55:24.000000+00:00\", \"2022-07-02 21:13:45.000000+00:00\"], \"session_ids\": [\"d29ed0b5-20de-4fa8-bf2b-953a7bfc11ef\", \"903765aa-127b-48f7-a51b-9ce2a0e8f42f\", \"dacf3daa-1f76-4caf-9502-afeae20d3ed9\", \"17ea6ee9-480d-4823-b951-66b25f78d907\", \"a05d2809-f2b2-43ab-8cf9-f15fab48f2a4\", \"e04f21ec-ec5f-43fc-9dab-d831381841de\"], \"total_duration\": 4868.0, \"total_sessions\": 6, \"mean_week_duration\": 27.817}}, {\"81259\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 7}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-25 19:43:19.000000+00:00\", \"2020-08-28 01:04:37.000000+00:00\", \"2021-08-29 05:27:34.000000+00:00\", \"2021-06-12 00:45:41.000000+00:00\"], \"session_ids\": [\"ba282ac3-70ec-40c7-a188-eae54ce788ef\", \"2cbb9b51-76d2-43b1-8736-7a2dd846761a\", \"4b725fb7-4d7c-4395-8e24-bfb106dfa899\", \"881bca6f-34bf-4ea6-8396-b6650f453754\"], \"total_duration\": 1896.0, \"total_sessions\": 4, \"mean_week_duration\": 18.96}}]\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[{\"76851\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-01-02 06:03:41.000000+00:00\", \"2019-08-28 13:03:05.000000+00:00\", \"2021-11-09 06:29:07.000000+00:00\", \"2022-08-01 05:21:32.000000+00:00\", \"2019-12-22 04:55:24.000000+00:00\", \"2022-07-02 21:13:45.000000+00:00\"], \"session_ids\": [\"d29ed0b5-20de-4fa8-bf2b-953a7bfc11ef\", \"903765aa-127b-48f7-a51b-9ce2a0e8f42f\", \"dacf3daa-1f76-4caf-9502-afeae20d3ed9\", \"17ea6ee9-480d-4823-b951-66b25f78d907\", \"a05d2809-f2b2-43ab-8cf9-f15fab48f2a4\", \"e04f21ec-ec5f-43fc-9dab-d831381841de\"], \"total_duration\": 4868.0, \"total_sessions\": 6, \"mean_week_duration\": 27.817}}, {\"81259\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 7}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-25 19:43:19.000000+00:00\", \"2020-08-28 01:04:37.000000+00:00\", \"2021-08-29 05:27:34.000000+00:00\", \"2021-06-12 00:45:41.000000+00:00\"], \"session_ids\": [\"ba282ac3-70ec-40c7-a188-eae54ce788ef\", \"2cbb9b51-76d2-43b1-8736-7a2dd846761a\", \"4b725fb7-4d7c-4395-8e24-bfb106dfa899\", \"881bca6f-34bf-4ea6-8396-b6650f453754\"], \"total_duration\": 1896.0, \"total_sessions\": 4, \"mean_week_duration\": 18.96}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you tell me about user who has time using the app per week greater than 15 (not including) and less than 34 in addition do sorting by average week duration decliningly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"66856\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-07-22 23:03:57.000000+00:00\", \"2019-05-13 04:28:14.000000+00:00\"], \"session_ids\": [\"3903d448-b044-4727-8f0c-8fe4ccb24fa1\", \"053f0be0-d77d-4ac2-b403-83cbb9eb3e69\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 0.677}, \"41855\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-04-02 17:59:37.000000+00:00\", \"2019-07-04 11:35:08.000000+00:00\"], \"session_ids\": [\"07b4a6c5-9121-4a6b-a8fe-49ce15fe148b\", \"8ea7d854-1a5b-49ed-8aa8-6e103c7543ce\"], \"total_duration\": 70.0, \"total_sessions\": 2, \"mean_week_duration\": 1.795}, \"2856\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-04-14 21:49:36.000000+00:00\", \"2019-09-23 19:38:02.000000+00:00\"], \"session_ids\": [\"74e5e104-94a4-4e4f-9a7e-a0238374a31c\", \"2fac1ff1-9ab0-455e-81fd-628349da3e1f\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.418}, \"69308\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 7, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-06-11 23:24:00.000000+00:00\", \"2020-05-18 16:49:30.000000+00:00\"], \"session_ids\": [\"36e26054-d2a7-428d-864f-55a742c0bbb9\", \"9145394c-ef0d-44a2-b959-39301667e730\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 1.288}, \"77662\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-31 01:40:11.000000+00:00\", \"2019-06-07 00:23:33.000000+00:00\"], \"session_ids\": [\"58531803-8feb-4b35-951c-bf23ce844b07\", \"459a472d-77dd-4321-9179-ea9356da4c4e\"], \"total_duration\": 355.0, \"total_sessions\": 2, \"mean_week_duration\": 3.413}, \"83780\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-01-25 17:25:37.000000+00:00\", \"2021-01-12 10:45:26.000000+00:00\"], \"session_ids\": [\"5d1fccea-c081-457f-b3d3-ee8d078d5d8b\", \"2a1e5ebf-7499-4b33-8b8d-9511549e7769\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 75.0}, \"51914\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-07-22 02:27:34.000000+00:00\", \"2022-12-18 05:08:40.000000+00:00\"], \"session_ids\": [\"bc75e22d-92c6-4949-a8de-31c851e8f3ab\", \"8f72b13d-a61e-4422-93d0-7dd60c56b592\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.622}, \"12579\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-02-26 13:06:06.000000+00:00\", \"2020-04-15 20:11:29.000000+00:00\", \"2023-05-24 12:25:29.000000+00:00\"], \"session_ids\": [\"f954010a-f498-43dd-bd7a-c55219f32894\", \"0baa72c6-9312-4a48-8025-6d13283693cc\", \"83f8d35c-46b9-450d-8dd3-fd1664a0ed43\"], \"total_duration\": 76.0, \"total_sessions\": 3, \"mean_week_duration\": 0.469}, \"4319\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-03-10 23:26:30.000000+00:00\", \"2021-06-03 04:47:34.000000+00:00\"], \"session_ids\": [\"6a40fb4a-5039-45df-8239-1d62bf23e59e\", \"64899635-2b63-4dd6-904e-26c68232797f\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.525}, \"74327\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-05-23 14:35:45.000000+00:00\", \"2022-08-01 08:02:46.000000+00:00\", \"2022-08-27 13:46:41.000000+00:00\", \"2023-04-01 09:17:24.000000+00:00\"], \"session_ids\": [\"8758abfd-e670-4068-8f56-93d1f968d322\", \"94492a79-add0-4e78-9280-f75a58b37573\", \"0aad3b5d-dd6a-4dc9-a6f7-738b429ec608\", \"3b244ceb-af78-4a6f-9622-82d532eb909d\"], \"total_duration\": 969.0, \"total_sessions\": 4, \"mean_week_duration\": 6.503}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are greater than 15 and are equal or less than 34"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[15, 34]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me user whose sum of sessions is equal to 4 , perform sorting by sessions count in ascending 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{\"68938\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 6, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-31 02:34:22.000000+00:00\", \"2021-02-02 20:15:37.000000+00:00\"], \"session_ids\": [\"1b524d49-cab2-46ce-b61a-0cd219552af7\", \"ceb79800-db64-421f-90bb-17ba1655d44b\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 5.706}, \"76175\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 8, \"Add Friends Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-10-25 22:36:39.000000+00:00\", \"2022-10-09 03:52:33.000000+00:00\", \"2019-04-23 09:57:46.000000+00:00\"], \"session_ids\": [\"9908e40d-2b7b-46f7-96f8-3c8940d47219\", \"a302329c-9c55-495a-b852-62558b406a1f\", \"76e7656d-adae-4638-b8bb-3574f6c7055a\"], \"total_duration\": 450.0, \"total_sessions\": 3, \"mean_week_duration\": 2.486}, \"28672\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-01-10 18:54:02.000000+00:00\", \"2020-09-14 16:03:47.000000+00:00\", \"2022-09-19 19:41:24.000000+00:00\", \"2022-01-24 22:46:19.000000+00:00\", \"2023-06-09 14:11:34.000000+00:00\", \"2020-04-12 16:06:18.000000+00:00\", \"2020-08-18 05:27:16.000000+00:00\", \"2020-03-29 14:15:57.000000+00:00\"], \"session_ids\": [\"59aac94c-e685-4499-9b0c-8ae8cf34d60a\", \"1babf177-2fae-42d5-9998-53945caf42ff\", \"8a4db2f2-0767-4af8-af9c-04cec6344615\", \"6605cbfb-3d29-4803-9e3c-76e4d7fb2fd9\", \"83197708-c3fd-4a3a-8bc4-f8e5f1a8854f\", \"86fcfeb1-6949-430e-940b-4d396fe375f9\", \"09a70152-7c0e-40a8-aa09-8652181df790\", \"757d8c4b-9cd1-4602-a4e1-1f53f68ecf68\"], \"total_duration\": 3132.0, \"total_sessions\": 8, \"mean_week_duration\": 17.596}, \"64860\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-12-29 20:52:41.000000+00:00\", \"2020-01-07 14:28:50.000000+00:00\"], \"session_ids\": [\"19a1a65f-7c8d-467e-9784-5e7258f367fd\", \"81ded932-542c-4489-b5e9-920b862c2ad1\"], \"total_duration\": 422.0, \"total_sessions\": 2, \"mean_week_duration\": 2.705}, \"72261\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-12-29 02:00:02.000000+00:00\", \"2021-10-18 22:46:56.000000+00:00\", \"2019-05-26 09:32:28.000000+00:00\", \"2023-03-06 08:00:03.000000+00:00\", \"2023-05-29 06:33:42.000000+00:00\", \"2021-05-15 17:25:32.000000+00:00\", \"2023-02-13 00:43:12.000000+00:00\"], \"session_ids\": [\"94517f6a-7fb3-49aa-a5f8-df35294612b9\", \"b843e9d2-3f03-4ba4-9c97-44d73d5e3320\", \"015666ca-fe46-4813-8410-b308b54b99c2\", \"c8cfb0d4-07c9-456e-aaa0-0a7a340fe422\", \"99417f40-c7b7-4818-b19f-da4e9a9d46df\", \"03c80c3f-ada9-411c-a9fa-4c06fc2eeebf\", \"c7ba7c23-6f32-46e5-b4c2-a23b423c60ad\"], \"total_duration\": 4934.0, \"total_sessions\": 7, \"mean_week_duration\": 23.608}, \"49379\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-06-18 01:40:39.000000+00:00\", \"2021-07-07 20:00:52.000000+00:00\"], \"session_ids\": [\"978b0951-321b-4607-9135-640ccdd8cf7c\", \"5061c2e2-b7c2-4b06-a48c-21836d4b4431\"], \"total_duration\": 244.0, \"total_sessions\": 2, \"mean_week_duration\": 2.392}, \"27269\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-05-26 10:32:03.000000+00:00\", \"2021-02-09 15:28:32.000000+00:00\", \"2023-03-26 20:55:31.000000+00:00\", \"2023-06-18 06:07:26.000000+00:00\", \"2023-03-31 11:05:11.000000+00:00\", \"2023-05-30 19:26:01.000000+00:00\"], \"session_ids\": [\"3bd28604-4f30-435d-90dc-e552943a296d\", \"aaa525f7-b63d-463b-a865-ef6e3d866718\", \"c1a2d0bb-afdb-4b5c-af5f-6ad5807cb683\", \"c4fe01ea-9dbc-42ec-9e47-51d2d311e99b\", \"d3bc57c2-864d-4def-9452-257d06e6f324\", \"8a669bd3-c9a0-467b-b376-e069d82a6cbe\"], \"total_duration\": 728.0, \"total_sessions\": 6, \"mean_week_duration\": 5.919}, \"31437\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-13 10:38:48.000000+00:00\", \"2022-10-06 04:59:06.000000+00:00\", \"2021-08-13 13:56:48.000000+00:00\", \"2021-03-26 15:42:43.000000+00:00\", \"2023-05-23 09:09:47.000000+00:00\"], \"session_ids\": [\"677ea5f5-cf24-409c-8aaf-0700c8ad10af\", \"33a71ed5-59cc-4f7c-8a27-67d66eb4b6ba\", \"04ec5b8f-b9e9-4671-9012-cf2db4fd0278\", \"c780ff75-397c-48d7-a628-181ceccfed5b\", \"b0c16e72-8359-4317-9d4b-9487d356a6f8\"], \"total_duration\": 974.0, \"total_sessions\": 5, \"mean_week_duration\": 8.619}, \"63640\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-04-26 13:11:43.000000+00:00\", \"2023-03-22 14:07:06.000000+00:00\", \"2022-04-02 18:48:47.000000+00:00\", \"2021-03-05 13:47:03.000000+00:00\", \"2019-08-05 16:54:59.000000+00:00\", \"2020-10-11 22:52:48.000000+00:00\", \"2021-01-16 19:49:55.000000+00:00\", \"2019-08-04 21:34:11.000000+00:00\"], \"session_ids\": [\"2dc7690e-545c-4db7-a8da-4b757d497474\", \"e4020312-f82e-457b-9607-9865acd8c67b\", \"dca23c39-1141-4a6e-8f35-0676538b6490\", \"7d59be7b-b22a-4138-a666-c1bacac2c6cb\", \"8d3d10c1-905b-458b-a091-c8d4606f29f2\", \"95e30ec8-6afc-4dc5-aab0-f338a2b22187\", \"f731ba5f-cf63-4b0d-a848-168a34b23cf3\", \"608610fe-8941-4af8-9592-3cafc33df064\"], \"total_duration\": 657.0, \"total_sessions\": 8, \"mean_week_duration\": 3.369}, \"90733\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2023-05-30 00:37:35.000000+00:00\", \"2020-02-27 20:50:47.000000+00:00\", \"2020-08-11 11:27:08.000000+00:00\", \"2021-11-25 05:18:56.000000+00:00\", \"2019-06-23 15:01:36.000000+00:00\"], \"session_ids\": [\"c67250cb-73d5-4a12-b723-32016f9a97a1\", \"5b8c2ff2-b57f-4035-87f1-fa11dcedfc0a\", \"a940231b-35c4-41cd-bdb1-fadd84d96b24\", \"daaf1ae9-45ec-485a-9b90-3e4c68af05ef\", \"8c6d2b46-e149-40e6-889a-440c88a6329d\"], \"total_duration\": 627.0, \"total_sessions\": 5, \"mean_week_duration\": 3.044}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are 4"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"==\"]]}, \"all_values\": {\"total_sessions\": [[4, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me an information about 3 users whose time in app is greater than 1132 and less than 3144 + put to use sorting by time using the app per week in descending order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"1043\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-06-10 07:19:13.000000+00:00\", \"2019-01-08 21:35:45.000000+00:00\"], \"session_ids\": [\"1f2660e8-fd15-48ac-a07c-ef6e181de3bb\", \"b10ead61-d4de-4005-a843-62e0df9ef743\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 4.182}, \"83854\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-17 00:21:21.000000+00:00\", \"2021-11-18 11:58:51.000000+00:00\", \"2022-04-20 04:15:23.000000+00:00\"], \"session_ids\": [\"7ad12349-5f73-44e0-8176-3c4575627645\", \"6436a14b-dd02-4084-a190-19f55eb40508\", \"2a503c6a-f7ad-4573-a0e9-3072740e612c\"], \"total_duration\": 30.0, \"total_sessions\": 3, \"mean_week_duration\": 0.455}, \"37267\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-06-20 14:41:39.000000+00:00\", \"2022-02-04 05:23:27.000000+00:00\", \"2021-07-02 06:43:27.000000+00:00\"], \"session_ids\": [\"373b7e8e-984d-4e63-9a2f-ffd24a80b704\", \"a580e38a-ae85-407b-b80f-cd7dfea4ec75\", \"6545f84c-bbd6-46b0-983c-bee2c8f2ba80\"], \"total_duration\": 999.0, \"total_sessions\": 3, \"mean_week_duration\": 9.699}, \"86786\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-03-25 07:56:50.000000+00:00\", \"2022-05-13 04:44:34.000000+00:00\", \"2019-04-03 06:08:46.000000+00:00\", \"2022-09-28 10:41:27.000000+00:00\", \"2022-09-18 16:43:15.000000+00:00\"], \"session_ids\": [\"2c379faa-b7a8-4581-8506-e8a5d1d5bd8d\", \"8807cbac-a70a-4508-982c-dc6ad275296a\", \"7d90f48d-64b6-42de-bf0a-796a72d4fcc7\", \"cb3dae22-2a68-49ab-91cb-08294a11c5f4\", \"43f74238-a672-4432-bda1-d4a80c291555\"], \"total_duration\": 553.0, \"total_sessions\": 5, \"mean_week_duration\": 3.038}, \"62291\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-02-13 12:30:29.000000+00:00\", \"2023-06-30 14:51:28.000000+00:00\"], \"session_ids\": [\"f50dc9a2-ced2-40b9-8972-b6c95c2f1fd5\", \"99c7fdf9-f57d-4956-8314-c73953f4ebf0\"], \"total_duration\": 366.0, \"total_sessions\": 2, \"mean_week_duration\": 2.952}, \"23549\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-03-22 11:48:53.000000+00:00\", \"2019-09-23 02:07:42.000000+00:00\", \"2022-01-13 07:06:39.000000+00:00\", \"2020-12-09 01:04:28.000000+00:00\"], \"session_ids\": [\"37de40e4-4d78-408f-a11d-9d48113a80ec\", \"a569f0e4-cd7d-4976-955c-3994d0b63693\", \"2027b7dc-78ed-4fcc-af64-6cdb883fe90c\", \"b4aa6828-764f-448a-b3ad-528ad5c0b84b\"], \"total_duration\": 357.0, \"total_sessions\": 4, \"mean_week_duration\": 2.725}, \"47861\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-12-26 12:10:56.000000+00:00\", \"2023-02-27 03:04:49.000000+00:00\"], \"session_ids\": [\"f6a1fa60-d626-4862-b10a-9c04ad8fc66e\", \"90223333-0f8b-4248-9652-52730463f3f0\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 1.283}, \"42145\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-24 10:47:36.000000+00:00\", \"2020-09-25 16:19:42.000000+00:00\", \"2021-01-30 13:08:13.000000+00:00\", \"2023-03-08 09:17:16.000000+00:00\"], \"session_ids\": [\"e429bb0f-e999-43d9-a2af-63814479c7ec\", \"55d4fb59-796c-4298-b0fb-fef6f31ce8fb\", \"f1c0bbce-02bc-4286-9a05-f175f6968348\", \"ec5ebf4c-e251-411d-a4b8-43534c91356e\"], \"total_duration\": 379.0, \"total_sessions\": 4, \"mean_week_duration\": 2.153}, \"55048\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-06-20 13:09:32.000000+00:00\", \"2021-07-20 18:16:05.000000+00:00\"], \"session_ids\": [\"19382862-ad3d-4a45-87ac-12792b81ef79\", \"4e29ef12-5d7f-4779-8271-924bdfb6d05d\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.368}, \"72900\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-12-19 22:03:00.000000+00:00\", \"2019-03-15 04:51:22.000000+00:00\", \"2020-02-02 19:23:03.000000+00:00\", \"2022-06-22 17:56:48.000000+00:00\"], \"session_ids\": [\"fb292e3a-3a83-4b13-894b-cb74e869f1c3\", \"5d202895-547e-4bba-915c-b146b9c85839\", \"4a87ebe6-9668-40ce-bca4-e189ed444ae7\", \"2b9a0ee7-a386-4631-b1bb-53d56581d7b1\"], \"total_duration\": 1015.0, \"total_sessions\": 4, \"mean_week_duration\": 5.936}}\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 1132 and are equal or less than 3144"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[1132, 3144]]}}}\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": "Could you tell me about users I can find living in cities Nassau, Cairo, Santiago, Karachi, Rio de Janeiro, Vienna , moreover do sorting by average week duration in asc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"45607\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-06-07 20:07:44.000000+00:00\", \"2022-03-09 01:08:10.000000+00:00\"], \"session_ids\": [\"84b9cb7c-27b7-4534-ac24-b11e467c3eae\", \"d628ad45-c5a6-476e-b6f6-746ad4557145\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 3.308}, \"86076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-01-16 17:41:45.000000+00:00\", \"2021-09-20 19:52:09.000000+00:00\"], \"session_ids\": [\"d5876c80-bc9a-44a9-b7ec-6902f4e68b9a\", \"ad3415fe-dd17-4cba-b15d-74c7e9b51b2a\"], \"total_duration\": 455.0, \"total_sessions\": 2, \"mean_week_duration\": 5.17}, \"83689\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-07 01:23:31.000000+00:00\", \"2021-11-10 19:56:31.000000+00:00\"], \"session_ids\": [\"883b8fa9-8dcc-4037-b678-a8898bf131f1\", \"9115325b-6b95-4a7d-a9fd-20193e9415cd\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 1.757}, \"95662\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-10-16 12:22:38.000000+00:00\", \"2022-06-08 19:06:57.000000+00:00\", \"2020-12-23 22:19:35.000000+00:00\", \"2022-03-23 16:12:06.000000+00:00\"], \"session_ids\": [\"f587125a-2280-47ed-838c-458806f34c88\", \"56cc716f-0aa7-4557-bd50-d4c9fc35f10d\", \"c567d115-931a-45dc-bc5e-f50290e6a440\", \"7b7451a1-8655-4973-86ac-5cb1949af329\"], \"total_duration\": 774.0, \"total_sessions\": 4, \"mean_week_duration\": 5.609}, \"53502\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-05-08 21:56:03.000000+00:00\", \"2020-12-15 11:02:15.000000+00:00\", \"2020-02-10 20:38:34.000000+00:00\", \"2019-04-23 03:55:43.000000+00:00\", \"2020-08-27 07:16:41.000000+00:00\", \"2019-02-19 06:05:16.000000+00:00\", \"2019-04-02 11:21:53.000000+00:00\", \"2020-05-09 16:22:29.000000+00:00\"], \"session_ids\": [\"e6a5f87f-de25-4614-9d89-473aee405b19\", \"0c5405d0-b85c-4505-90cb-686d68ee9d3c\", \"04b37733-5a51-4c72-82d6-368f472c7a85\", \"4e8278ff-d071-41e7-80e6-4c149c337d3e\", \"9508a2e1-97da-449f-bb30-dcc076a61156\", \"15997b11-f00f-40cc-a0c8-e8f5c730c84b\", \"7777f68d-4d39-497f-b67c-fd43603b1c3b\", \"ff5fc563-c7b3-49ba-a919-9b3b6591ab62\"], \"total_duration\": 4281.0, \"total_sessions\": 8, \"mean_week_duration\": 25.482}, \"37365\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-09-22 18:46:51.000000+00:00\", \"2022-07-13 06:49:19.000000+00:00\"], \"session_ids\": [\"384842c5-e427-4832-870f-8304214e643d\", \"db981747-a785-492b-9ff2-afff299af3b5\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.313}, \"23417\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-08-13 04:54:09.000000+00:00\", \"2022-08-25 07:02:51.000000+00:00\", \"2020-05-15 00:32:38.000000+00:00\", \"2019-04-21 12:19:58.000000+00:00\", \"2023-06-09 02:26:37.000000+00:00\", \"2020-08-06 07:16:50.000000+00:00\", \"2020-07-09 19:12:43.000000+00:00\", \"2023-06-07 09:49:58.000000+00:00\", \"2019-06-27 15:08:49.000000+00:00\"], \"session_ids\": [\"cd228a5d-a81d-4efb-9d81-4d3cd444ce2a\", \"d566a238-a3ee-4a78-b67a-19362ecdb10b\", \"77fd2346-9c7c-408b-acf8-f63ecf756a4d\", \"4761687b-c4c2-42fa-bc7e-d519e1cef5d5\", \"b16227d2-1b55-4e9e-95c3-a5f3442d590e\", \"caf0b472-7bdb-4a85-a62a-0eebb47e15d8\", \"b513eaf8-77bd-444b-8f8b-e123968cd79e\", \"6bb4cdd6-af29-4296-911b-7f1a1fd5f41d\", \"d627e1a5-04c7-42d6-bf23-a67632b91db1\"], \"total_duration\": 4979.0, \"total_sessions\": 9, \"mean_week_duration\": 23.051}, \"21601\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-12-28 16:28:53.000000+00:00\", \"2019-08-23 23:46:00.000000+00:00\"], \"session_ids\": [\"dc6c261e-cef7-4c58-bd8b-ae4b80db0a7e\", \"baad7c7d-d715-460c-bd73-fe472a9028c3\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 1.846}, \"13016\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-09-03 05:17:14.000000+00:00\", \"2019-07-08 07:54:23.000000+00:00\"], \"session_ids\": [\"4854ee21-f5fc-47a4-9307-0d36e6cc5b0c\", \"a5f2dd0c-f06a-4e04-aafe-7d8d18536bd0\"], \"total_duration\": 403.0, \"total_sessions\": 2, \"mean_week_duration\": 3.566}, \"52002\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-01-16 23:51:26.000000+00:00\", \"2021-11-01 19:54:33.000000+00:00\", \"2022-07-04 14:08:25.000000+00:00\", \"2021-12-13 13:14:37.000000+00:00\", \"2022-04-17 12:03:34.000000+00:00\", \"2019-01-10 21:35:50.000000+00:00\", \"2019-10-08 07:23:01.000000+00:00\", \"2019-10-10 02:43:20.000000+00:00\", \"2019-03-31 01:54:55.000000+00:00\", \"2020-02-10 00:17:28.000000+00:00\"], \"session_ids\": [\"0fbe1466-c683-43af-bf23-bcac85d37462\", \"392bd18e-5fe5-4c6e-aeaf-dc85b14bfc9b\", \"6169183e-baf9-45aa-96c4-045ec3d78d7e\", \"c2dc66bd-7af0-4801-b8e9-0911937576ab\", \"7457005a-6d15-43cf-95b4-e22f35cf551e\", \"ab3a3304-68f0-495d-9ba3-4e5f396189cc\", \"46ea587e-200f-46c5-9c3b-f587e1d0dc9a\", \"41004d64-bb11-4542-9aec-a8484e818145\", \"8f5c1aca-e352-46d8-9334-342826b76027\", \"7fe67c55-f1d6-4941-89d2-ad942b43c841\"], \"total_duration\": 17899.0, \"total_sessions\": 10, \"mean_week_duration\": 98.346}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are Nassau, Cairo, Santiago, Karachi, Rio de Janeiro, Vienna"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Nassau\", \"Cairo\", \"Santiago\", \"Karachi\", \"Rio de Janeiro\", \"Vienna\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"52002\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-01-16 23:51:26.000000+00:00\", \"2021-11-01 19:54:33.000000+00:00\", \"2022-07-04 14:08:25.000000+00:00\", \"2021-12-13 13:14:37.000000+00:00\", \"2022-04-17 12:03:34.000000+00:00\", \"2019-01-10 21:35:50.000000+00:00\", \"2019-10-08 07:23:01.000000+00:00\", \"2019-10-10 02:43:20.000000+00:00\", \"2019-03-31 01:54:55.000000+00:00\", \"2020-02-10 00:17:28.000000+00:00\"], \"session_ids\": [\"0fbe1466-c683-43af-bf23-bcac85d37462\", \"392bd18e-5fe5-4c6e-aeaf-dc85b14bfc9b\", \"6169183e-baf9-45aa-96c4-045ec3d78d7e\", \"c2dc66bd-7af0-4801-b8e9-0911937576ab\", \"7457005a-6d15-43cf-95b4-e22f35cf551e\", \"ab3a3304-68f0-495d-9ba3-4e5f396189cc\", \"46ea587e-200f-46c5-9c3b-f587e1d0dc9a\", \"41004d64-bb11-4542-9aec-a8484e818145\", \"8f5c1aca-e352-46d8-9334-342826b76027\", \"7fe67c55-f1d6-4941-89d2-ad942b43c841\"], \"total_duration\": 17899.0, \"total_sessions\": 10, \"mean_week_duration\": 98.346}}\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[{\"52002\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-01-16 23:51:26.000000+00:00\", \"2021-11-01 19:54:33.000000+00:00\", \"2022-07-04 14:08:25.000000+00:00\", \"2021-12-13 13:14:37.000000+00:00\", \"2022-04-17 12:03:34.000000+00:00\", \"2019-01-10 21:35:50.000000+00:00\", \"2019-10-08 07:23:01.000000+00:00\", \"2019-10-10 02:43:20.000000+00:00\", \"2019-03-31 01:54:55.000000+00:00\", \"2020-02-10 00:17:28.000000+00:00\"], \"session_ids\": [\"0fbe1466-c683-43af-bf23-bcac85d37462\", \"392bd18e-5fe5-4c6e-aeaf-dc85b14bfc9b\", \"6169183e-baf9-45aa-96c4-045ec3d78d7e\", \"c2dc66bd-7af0-4801-b8e9-0911937576ab\", \"7457005a-6d15-43cf-95b4-e22f35cf551e\", \"ab3a3304-68f0-495d-9ba3-4e5f396189cc\", \"46ea587e-200f-46c5-9c3b-f587e1d0dc9a\", \"41004d64-bb11-4542-9aec-a8484e818145\", \"8f5c1aca-e352-46d8-9334-342826b76027\", \"7fe67c55-f1d6-4941-89d2-ad942b43c841\"], \"total_duration\": 17899.0, \"total_sessions\": 10, \"mean_week_duration\": 98.346}}]\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[{\"52002\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-01-16 23:51:26.000000+00:00\", \"2021-11-01 19:54:33.000000+00:00\", \"2022-07-04 14:08:25.000000+00:00\", \"2021-12-13 13:14:37.000000+00:00\", \"2022-04-17 12:03:34.000000+00:00\", \"2019-01-10 21:35:50.000000+00:00\", \"2019-10-08 07:23:01.000000+00:00\", \"2019-10-10 02:43:20.000000+00:00\", \"2019-03-31 01:54:55.000000+00:00\", \"2020-02-10 00:17:28.000000+00:00\"], \"session_ids\": [\"0fbe1466-c683-43af-bf23-bcac85d37462\", \"392bd18e-5fe5-4c6e-aeaf-dc85b14bfc9b\", \"6169183e-baf9-45aa-96c4-045ec3d78d7e\", \"c2dc66bd-7af0-4801-b8e9-0911937576ab\", \"7457005a-6d15-43cf-95b4-e22f35cf551e\", \"ab3a3304-68f0-495d-9ba3-4e5f396189cc\", \"46ea587e-200f-46c5-9c3b-f587e1d0dc9a\", \"41004d64-bb11-4542-9aec-a8484e818145\", \"8f5c1aca-e352-46d8-9334-342826b76027\", \"7fe67c55-f1d6-4941-89d2-ad942b43c841\"], \"total_duration\": 17899.0, \"total_sessions\": 10, \"mean_week_duration\": 98.346}}]\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 curious about 2 users who belong to city Warsaw and perform sorting by city name decliningly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"97039\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-02-08 22:06:15.000000+00:00\", \"2021-12-03 06:34:18.000000+00:00\", \"2021-05-06 03:04:55.000000+00:00\", \"2021-08-20 14:50:20.000000+00:00\"], \"session_ids\": [\"8f30ea79-fd17-4e6b-bfa1-eb6a1401b024\", \"0a1b1d03-ed10-420f-90ee-caf591e7a1bc\", \"d0580718-aa08-41b7-b3cc-768c20e303b3\", \"bf7f7d4a-5bb5-4e63-ba16-7c404cb425b5\"], \"total_duration\": 1797.0, \"total_sessions\": 4, \"mean_week_duration\": 19.533}, \"90825\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-12-31 22:47:49.000000+00:00\", \"2019-04-28 18:12:23.000000+00:00\"], \"session_ids\": [\"43962c9c-10b0-4f48-b954-28d7a834032e\", \"76681dcd-8e0f-41d9-b36f-b2ef66da59ab\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.219}, \"15598\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-09-24 20:22:52.000000+00:00\", \"2022-07-06 14:07:52.000000+00:00\", \"2020-10-24 08:41:39.000000+00:00\"], \"session_ids\": [\"6c693165-3a39-4b26-9a58-c8d12fc244c1\", \"b951d20f-e47d-4805-9ebd-734431c31e32\", \"4ef85594-0974-42e2-9c54-c18cdd714e72\"], \"total_duration\": 117.0, \"total_sessions\": 3, \"mean_week_duration\": 0.807}, \"76530\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-01-17 05:37:55.000000+00:00\", \"2022-04-18 03:19:37.000000+00:00\"], \"session_ids\": [\"6b8b144f-0ee4-4833-a56f-5fbaff3d6e42\", \"d4650bd4-4bfb-4cf6-bb99-2463fac3bc25\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 3.385}, \"99867\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-02-05 12:10:38.000000+00:00\", \"2022-12-12 00:27:05.000000+00:00\"], \"session_ids\": [\"3ea7e5d9-6a51-48ab-8a4c-539768fa15db\", \"cc1e14b7-bba2-4875-ba0f-27a1ed9e22a1\"], \"total_duration\": 323.0, \"total_sessions\": 2, \"mean_week_duration\": 3.33}, \"82733\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-04-01 14:08:59.000000+00:00\", \"2022-09-02 06:44:07.000000+00:00\"], \"session_ids\": [\"685ccffc-6644-4fef-9891-e751ca62333d\", \"5b038daf-d63d-45f3-8c3a-634dddbc4772\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 1.226}, \"26782\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-02-17 15:03:59.000000+00:00\", \"2022-08-21 08:01:46.000000+00:00\", \"2023-02-18 09:07:09.000000+00:00\"], \"session_ids\": [\"225cab2c-32eb-4ade-9986-f4fa1eb831e6\", \"8498ef0e-1f62-49c8-b33d-ecb7f1cbd6ad\", \"efb0a6ab-f4e4-4179-bd2c-88c9c539da59\"], \"total_duration\": 102.0, \"total_sessions\": 3, \"mean_week_duration\": 0.488}, \"87715\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-10 10:52:43.000000+00:00\", \"2020-08-27 17:19:05.000000+00:00\", \"2019-04-27 21:03:16.000000+00:00\", \"2021-06-22 17:17:54.000000+00:00\", \"2020-12-09 03:02:57.000000+00:00\", \"2020-08-28 06:37:58.000000+00:00\", \"2019-02-03 07:27:14.000000+00:00\"], \"session_ids\": [\"f418b493-5a15-4193-b949-67eff16f245c\", \"bbb2e5e1-194d-4d0f-aefa-6e3d2b4c7091\", \"89233a0a-54fd-4628-8cb8-e3e8826256b0\", \"ab936697-1865-4c56-b27f-5c0f0f7e9f34\", \"9b042cc1-8f00-47e3-8e19-9e52dcb51e8c\", \"9639e897-209c-4ccb-ab72-737a3e540ffc\", \"210f2e2a-263e-4cd3-ad73-024a75f4bc97\"], \"total_duration\": 137.0, \"total_sessions\": 7, \"mean_week_duration\": 1.096}, \"25880\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-06-03 03:22:14.000000+00:00\", \"2021-08-29 14:21:15.000000+00:00\", \"2019-04-02 22:39:53.000000+00:00\", \"2022-10-20 02:05:28.000000+00:00\", \"2020-11-23 02:15:00.000000+00:00\", \"2023-03-01 08:03:10.000000+00:00\"], \"session_ids\": [\"846e7f21-b089-4761-a156-5dd599cc99f6\", \"7ccba993-8cee-49e4-8ec1-f52967bf764a\", \"67c609ce-1367-4486-864d-cb399652a7d7\", \"3ffd94d2-7574-41b2-8e95-d85c7b0c601e\", \"3021af50-95b8-49bf-a769-17bb221d325b\", \"c9ee7f73-97cb-4756-abba-d77bfb9f8a6a\"], \"total_duration\": 4274.0, \"total_sessions\": 6, \"mean_week_duration\": 20.951}, \"98117\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-06-19 00:31:29.000000+00:00\", \"2022-08-07 19:27:37.000000+00:00\", \"2019-10-26 12:09:44.000000+00:00\", \"2021-10-24 03:19:29.000000+00:00\", \"2021-08-22 21:25:52.000000+00:00\", \"2020-02-12 09:13:06.000000+00:00\", \"2020-10-20 15:04:18.000000+00:00\", \"2021-05-15 13:47:52.000000+00:00\", \"2023-05-18 19:20:11.000000+00:00\"], \"session_ids\": [\"52edf47d-4f6f-4bd8-9d2e-8beb6ae8d7bd\", \"0be3fb8b-e09f-4e35-9148-9a1eeca463e5\", \"3a95ae3d-6bad-40c2-a1b1-b1fb05302ea9\", \"ff6f15f7-8272-444f-83d4-193095f3a26e\", \"4f873fd8-e97d-4afa-a76d-5dc5c25aaccd\", \"69e070c4-0cfa-45d8-b16f-53109538308d\", \"c4ef73c3-a7d3-45e5-aa2d-43c92b862dec\", \"9f5d3273-d161-40ce-b8ec-9a6c7498ad06\", \"6bce2c00-26a7-48da-b48d-0a4bc887c7b5\"], \"total_duration\": 18779.0, \"total_sessions\": 9, \"mean_week_duration\": 98.319}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is Warsaw"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Warsaw\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about 2 users who have overall quantity of sessions bigger than 7 and smaller than 3 + execute sorting by town center name form the lowest value to the highest 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{\"3247\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-06-13 06:45:02.000000+00:00\", \"2020-11-09 04:45:14.000000+00:00\", \"2019-04-29 22:12:22.000000+00:00\", \"2020-06-27 07:50:40.000000+00:00\", \"2019-02-05 04:50:05.000000+00:00\"], \"session_ids\": [\"c324a90a-dcd9-4096-a647-9fb075452b59\", \"a029837e-02b4-4743-9c33-f2f67c6bbdda\", \"2b9f9d5f-f11a-4f4d-981c-30eafcccdf8d\", \"2be0d76b-25fa-4a1e-8056-02a7e62ebae3\", \"fac044d3-e5c2-46f3-99d1-83dea25b9d5c\"], \"total_duration\": 2257.0, \"total_sessions\": 5, \"mean_week_duration\": 9.943}, \"97948\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-04-19 21:50:26.000000+00:00\", \"2019-05-31 16:36:36.000000+00:00\", \"2020-07-22 15:52:09.000000+00:00\", \"2020-06-28 23:24:29.000000+00:00\", \"2019-11-19 03:03:56.000000+00:00\", \"2020-01-17 23:00:39.000000+00:00\", \"2019-01-05 09:01:58.000000+00:00\", \"2019-01-28 06:29:38.000000+00:00\", \"2019-09-25 21:13:12.000000+00:00\"], \"session_ids\": [\"a05b13d3-2395-4406-a661-9e36b2d4c851\", \"88e2ea9a-89d1-4d24-bb54-e68943065fa1\", \"6db6c124-43b4-48f5-9d15-8a4a892cbfdd\", \"78adbb75-fb3b-416b-ac1f-608d60225edf\", \"f4bf9765-a6fa-4deb-8da5-aac148a83143\", \"fdaf7143-cb50-4363-a5b8-2070f26fa33c\", \"5deb66ff-2994-45ab-be0a-574e4e832d99\", \"45af72a5-8f94-4374-80c5-2f3376d64f8f\", \"2c1075e6-23ec-42e7-b939-f9868654f425\"], \"total_duration\": 5575.0, \"total_sessions\": 9, \"mean_week_duration\": 68.827}, \"20040\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-09-28 13:57:23.000000+00:00\", \"2021-07-22 14:25:12.000000+00:00\"], \"session_ids\": [\"fbd3adc2-2198-4909-b50c-2e6e429bb7a8\", \"c841f932-fc06-46e5-9c9d-4ea7ff8ae542\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.547}, \"13056\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-01-26 22:21:31.000000+00:00\", \"2022-07-10 18:54:33.000000+00:00\", \"2019-01-18 23:42:15.000000+00:00\", \"2019-01-05 19:07:39.000000+00:00\"], \"session_ids\": [\"95c5cd43-3231-4394-8b74-ce937152da5d\", \"ce03b148-7bfa-4e34-9aa5-293b8e2624cc\", \"26be0b17-e870-4c54-aebc-78e7d7f7f9d5\", \"2bf40403-c7bb-4370-adda-0b2a23b7ff17\"], \"total_duration\": 1620.0, \"total_sessions\": 4, \"mean_week_duration\": 8.852}, \"88937\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-04-15 07:49:14.000000+00:00\", \"2020-08-10 09:18:32.000000+00:00\"], \"session_ids\": [\"a538c32e-e256-4abd-b503-601022c3523a\", \"95ebec57-9e97-463d-914d-3a5237a9a8c9\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 1.607}, \"4864\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-04-17 22:48:02.000000+00:00\", \"2021-05-07 08:28:02.000000+00:00\", \"2019-03-24 05:10:59.000000+00:00\", \"2021-05-26 12:16:31.000000+00:00\", \"2021-05-08 23:56:15.000000+00:00\"], \"session_ids\": [\"c8d1bd30-2893-4bbc-bd9a-990db680ef4f\", \"4f1a5fbb-2405-4d7c-9aa0-ba8dbee2b252\", \"9b9cf53d-43be-47a3-89f0-ba6553fd9d31\", \"eed5b3c0-15a9-4e9a-a651-f51a9eb9c481\", \"a30f4301-7381-4c55-9792-19f7c0dadc39\"], \"total_duration\": 303.0, \"total_sessions\": 5, \"mean_week_duration\": 2.658}, \"43621\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-07 18:01:20.000000+00:00\", \"2020-06-20 14:50:13.000000+00:00\", \"2019-01-10 04:17:31.000000+00:00\"], \"session_ids\": [\"c8777d99-6d16-4c3b-bd0b-3b19582d2fef\", \"50b03ddf-ba64-4459-8fa4-fd26054ed001\", \"62cf89e0-075d-4e7b-9c17-f8735480d450\"], \"total_duration\": 266.0, \"total_sessions\": 3, \"mean_week_duration\": 2.274}, \"18725\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-04-03 18:11:46.000000+00:00\", \"2023-02-26 02:59:09.000000+00:00\"], \"session_ids\": [\"099963ce-8bc4-41ee-9f4a-1cc3205dcf94\", \"7d1a8ed7-fe0c-47fc-b4ea-49316b50b673\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.164}, \"1370\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-06-14 10:55:07.000000+00:00\", \"2019-03-15 12:49:39.000000+00:00\"], \"session_ids\": [\"90f74c28-037f-418e-85a4-ee0bf9b82a3d\", \"2d8acddf-ee48-4155-b654-bdb2a0d6b7cf\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.242}, \"35733\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-06-13 11:25:01.000000+00:00\", \"2023-05-27 09:30:23.000000+00:00\"], \"session_ids\": [\"a9b45247-2be7-47f8-bc6b-fca374d7bfa9\", \"53de9b21-7edc-4bca-b428-c5f52a850228\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 1.589}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or less than 3 and are equal or greater than 7"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\", \">=\"]]}, \"all_values\": {\"total_sessions\": [[3, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"20040\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-09-28 13:57:23.000000+00:00\", \"2021-07-22 14:25:12.000000+00:00\"], \"session_ids\": [\"fbd3adc2-2198-4909-b50c-2e6e429bb7a8\", \"c841f932-fc06-46e5-9c9d-4ea7ff8ae542\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.547}, \"88937\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-04-15 07:49:14.000000+00:00\", \"2020-08-10 09:18:32.000000+00:00\"], \"session_ids\": [\"a538c32e-e256-4abd-b503-601022c3523a\", \"95ebec57-9e97-463d-914d-3a5237a9a8c9\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 1.607}, \"43621\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-07 18:01:20.000000+00:00\", \"2020-06-20 14:50:13.000000+00:00\", \"2019-01-10 04:17:31.000000+00:00\"], \"session_ids\": [\"c8777d99-6d16-4c3b-bd0b-3b19582d2fef\", \"50b03ddf-ba64-4459-8fa4-fd26054ed001\", \"62cf89e0-075d-4e7b-9c17-f8735480d450\"], \"total_duration\": 266.0, \"total_sessions\": 3, \"mean_week_duration\": 2.274}, \"18725\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-04-03 18:11:46.000000+00:00\", \"2023-02-26 02:59:09.000000+00:00\"], \"session_ids\": [\"099963ce-8bc4-41ee-9f4a-1cc3205dcf94\", \"7d1a8ed7-fe0c-47fc-b4ea-49316b50b673\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.164}, \"1370\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-06-14 10:55:07.000000+00:00\", \"2019-03-15 12:49:39.000000+00:00\"], \"session_ids\": [\"90f74c28-037f-418e-85a4-ee0bf9b82a3d\", \"2d8acddf-ee48-4155-b654-bdb2a0d6b7cf\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.242}, \"35733\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-06-13 11:25:01.000000+00:00\", \"2023-05-27 09:30:23.000000+00:00\"], \"session_ids\": [\"a9b45247-2be7-47f8-bc6b-fca374d7bfa9\", \"53de9b21-7edc-4bca-b428-c5f52a850228\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 1.589}, \"97948\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-04-19 21:50:26.000000+00:00\", \"2019-05-31 16:36:36.000000+00:00\", \"2020-07-22 15:52:09.000000+00:00\", \"2020-06-28 23:24:29.000000+00:00\", \"2019-11-19 03:03:56.000000+00:00\", \"2020-01-17 23:00:39.000000+00:00\", \"2019-01-05 09:01:58.000000+00:00\", \"2019-01-28 06:29:38.000000+00:00\", \"2019-09-25 21:13:12.000000+00:00\"], \"session_ids\": [\"a05b13d3-2395-4406-a661-9e36b2d4c851\", \"88e2ea9a-89d1-4d24-bb54-e68943065fa1\", \"6db6c124-43b4-48f5-9d15-8a4a892cbfdd\", \"78adbb75-fb3b-416b-ac1f-608d60225edf\", \"f4bf9765-a6fa-4deb-8da5-aac148a83143\", \"fdaf7143-cb50-4363-a5b8-2070f26fa33c\", \"5deb66ff-2994-45ab-be0a-574e4e832d99\", \"45af72a5-8f94-4374-80c5-2f3376d64f8f\", \"2c1075e6-23ec-42e7-b939-f9868654f425\"], \"total_duration\": 5575.0, \"total_sessions\": 9, \"mean_week_duration\": 68.827}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"43621\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-07 18:01:20.000000+00:00\", \"2020-06-20 14:50:13.000000+00:00\", \"2019-01-10 04:17:31.000000+00:00\"], \"session_ids\": [\"c8777d99-6d16-4c3b-bd0b-3b19582d2fef\", \"50b03ddf-ba64-4459-8fa4-fd26054ed001\", \"62cf89e0-075d-4e7b-9c17-f8735480d450\"], \"total_duration\": 266.0, \"total_sessions\": 3, \"mean_week_duration\": 2.274}}, {\"18725\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-04-03 18:11:46.000000+00:00\", \"2023-02-26 02:59:09.000000+00:00\"], \"session_ids\": [\"099963ce-8bc4-41ee-9f4a-1cc3205dcf94\", \"7d1a8ed7-fe0c-47fc-b4ea-49316b50b673\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.164}}, {\"35733\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-06-13 11:25:01.000000+00:00\", \"2023-05-27 09:30:23.000000+00:00\"], \"session_ids\": [\"a9b45247-2be7-47f8-bc6b-fca374d7bfa9\", \"53de9b21-7edc-4bca-b428-c5f52a850228\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 1.589}}, {\"97948\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-04-19 21:50:26.000000+00:00\", \"2019-05-31 16:36:36.000000+00:00\", \"2020-07-22 15:52:09.000000+00:00\", \"2020-06-28 23:24:29.000000+00:00\", \"2019-11-19 03:03:56.000000+00:00\", \"2020-01-17 23:00:39.000000+00:00\", \"2019-01-05 09:01:58.000000+00:00\", \"2019-01-28 06:29:38.000000+00:00\", \"2019-09-25 21:13:12.000000+00:00\"], \"session_ids\": [\"a05b13d3-2395-4406-a661-9e36b2d4c851\", \"88e2ea9a-89d1-4d24-bb54-e68943065fa1\", \"6db6c124-43b4-48f5-9d15-8a4a892cbfdd\", \"78adbb75-fb3b-416b-ac1f-608d60225edf\", \"f4bf9765-a6fa-4deb-8da5-aac148a83143\", \"fdaf7143-cb50-4363-a5b8-2070f26fa33c\", \"5deb66ff-2994-45ab-be0a-574e4e832d99\", \"45af72a5-8f94-4374-80c5-2f3376d64f8f\", \"2c1075e6-23ec-42e7-b939-f9868654f425\"], \"total_duration\": 5575.0, \"total_sessions\": 9, \"mean_week_duration\": 68.827}}, {\"88937\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-04-15 07:49:14.000000+00:00\", \"2020-08-10 09:18:32.000000+00:00\"], \"session_ids\": [\"a538c32e-e256-4abd-b503-601022c3523a\", \"95ebec57-9e97-463d-914d-3a5237a9a8c9\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 1.607}}, {\"20040\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-09-28 13:57:23.000000+00:00\", \"2021-07-22 14:25:12.000000+00:00\"], \"session_ids\": [\"fbd3adc2-2198-4909-b50c-2e6e429bb7a8\", \"c841f932-fc06-46e5-9c9d-4ea7ff8ae542\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.547}}, {\"1370\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-06-14 10:55:07.000000+00:00\", \"2019-03-15 12:49:39.000000+00:00\"], \"session_ids\": [\"90f74c28-037f-418e-85a4-ee0bf9b82a3d\", \"2d8acddf-ee48-4155-b654-bdb2a0d6b7cf\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.242}}]\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[{\"43621\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-07 18:01:20.000000+00:00\", \"2020-06-20 14:50:13.000000+00:00\", \"2019-01-10 04:17:31.000000+00:00\"], \"session_ids\": [\"c8777d99-6d16-4c3b-bd0b-3b19582d2fef\", \"50b03ddf-ba64-4459-8fa4-fd26054ed001\", \"62cf89e0-075d-4e7b-9c17-f8735480d450\"], \"total_duration\": 266.0, \"total_sessions\": 3, \"mean_week_duration\": 2.274}}, {\"18725\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-04-03 18:11:46.000000+00:00\", \"2023-02-26 02:59:09.000000+00:00\"], \"session_ids\": [\"099963ce-8bc4-41ee-9f4a-1cc3205dcf94\", \"7d1a8ed7-fe0c-47fc-b4ea-49316b50b673\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.164}}]\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[{\"43621\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-07 18:01:20.000000+00:00\", \"2020-06-20 14:50:13.000000+00:00\", \"2019-01-10 04:17:31.000000+00:00\"], \"session_ids\": [\"c8777d99-6d16-4c3b-bd0b-3b19582d2fef\", \"50b03ddf-ba64-4459-8fa4-fd26054ed001\", \"62cf89e0-075d-4e7b-9c17-f8735480d450\"], \"total_duration\": 266.0, \"total_sessions\": 3, \"mean_week_duration\": 2.274}}, {\"18725\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-04-03 18:11:46.000000+00:00\", \"2023-02-26 02:59:09.000000+00:00\"], \"session_ids\": [\"099963ce-8bc4-41ee-9f4a-1cc3205dcf94\", \"7d1a8ed7-fe0c-47fc-b4ea-49316b50b673\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.164}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me an information about 4 users with a app usage time that is higher than 3797 and lower than 898 , moreover perform sorting by number of sessions asc as well as get rid of all records, except 2."
}
] |
[
{
"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{\"67147\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-06-23 18:30:59.000000+00:00\", \"2019-03-05 07:12:01.000000+00:00\"], \"session_ids\": [\"db8d03e3-5fe1-47eb-8c66-0eefc10a4a44\", \"f048d449-b8b5-4aa7-82f5-54620149a401\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 2.625}, \"10072\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-14 16:20:10.000000+00:00\", \"2019-04-22 13:42:38.000000+00:00\"], \"session_ids\": [\"b47c6563-0133-49ae-8fcd-2baeee029da8\", \"df41ba0e-1662-4772-8a22-21ed14c7750b\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 0.483}, \"62112\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-03-27 01:40:49.000000+00:00\", \"2021-12-18 19:38:42.000000+00:00\"], \"session_ids\": [\"9c2950a2-52cd-4489-ae22-1529ce3eada7\", \"dd31c787-2d3b-48f0-9ea4-71882d7daba3\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 1.313}, \"43300\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-03-21 05:30:15.000000+00:00\", \"2019-01-28 11:14:41.000000+00:00\", \"2022-03-27 08:05:54.000000+00:00\", \"2020-07-06 13:23:52.000000+00:00\", \"2020-12-01 10:01:21.000000+00:00\", \"2020-12-16 17:57:47.000000+00:00\", \"2022-02-22 18:04:59.000000+00:00\", \"2022-04-25 16:37:12.000000+00:00\", \"2022-03-06 00:26:32.000000+00:00\", \"2019-02-12 02:39:11.000000+00:00\", \"2020-07-09 16:23:28.000000+00:00\"], \"session_ids\": [\"89e1a2cb-5bee-49ed-aee6-9901cc78d7f8\", \"ec2b0162-61e1-4239-b8b7-07e5f4bdcfa8\", \"971eef86-ecbc-4429-b3db-ae82f9ba0354\", \"e1bb5c70-68e9-44ce-a52f-c7e6763f60d2\", \"30405e5f-ff83-4e51-9288-8891fe848850\", \"e066b477-2ab0-4e7b-991a-7aa35ee47009\", \"f2726062-4ae1-46c4-8b7f-1696b458ba27\", \"04cb255d-4bf1-4467-b86a-526630c3eb32\", \"f5667391-6164-4e33-a312-c3866ec84bc9\", \"1343e2bc-2dba-4a16-865d-74cbc2c5943e\", \"63cb0986-f846-4af8-bcb2-dc47dd708b84\"], \"total_duration\": 2690.0, \"total_sessions\": 11, \"mean_week_duration\": 15.917}, \"89288\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-07-18 03:12:03.000000+00:00\", \"2020-10-09 02:14:42.000000+00:00\", \"2022-04-03 06:46:19.000000+00:00\"], \"session_ids\": [\"6ee24519-69b1-4a84-a781-215c30ad4571\", \"1ada8a78-7d30-41cc-bcf9-e42be622628f\", \"d942a84a-8adb-456a-8a4c-b790cfaa01d9\"], \"total_duration\": 28.0, \"total_sessions\": 3, \"mean_week_duration\": 0.301}, \"97138\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-07-06 03:13:21.000000+00:00\", \"2020-12-08 23:22:54.000000+00:00\"], \"session_ids\": [\"488eb38b-08ff-4a39-bb78-3c2436c305be\", \"47e0d07b-e950-49f8-8e38-3756bb6a7e64\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 2.13}, \"36139\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-02-14 00:13:03.000000+00:00\", \"2023-06-04 11:55:29.000000+00:00\", \"2020-11-03 17:54:32.000000+00:00\", \"2021-02-09 07:21:54.000000+00:00\", \"2020-11-25 16:01:59.000000+00:00\", \"2019-06-06 14:36:55.000000+00:00\"], \"session_ids\": [\"9cc0a336-c4b0-4b1a-b4ec-b5c2048ff608\", \"92baae09-0878-46f4-8648-952d086cad42\", \"d83e383f-2790-41a8-ae39-5aef0d2f3f6d\", \"f87a3b81-0555-4888-916c-1626fa2dfdf9\", \"fa44f29b-8b95-47f0-b56c-3dd77ed7bb22\", \"392f04ca-231d-431c-bf84-5dcd80a2e5ac\"], \"total_duration\": 6215.0, \"total_sessions\": 6, \"mean_week_duration\": 27.622}, \"67595\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-05-28 14:02:10.000000+00:00\", \"2020-12-01 09:49:37.000000+00:00\", \"2020-06-04 07:10:44.000000+00:00\", \"2020-05-27 21:08:37.000000+00:00\", \"2022-08-28 13:52:01.000000+00:00\", \"2021-03-24 05:48:10.000000+00:00\", \"2019-10-20 03:00:26.000000+00:00\"], \"session_ids\": [\"4c6049ad-e3fe-4e95-bf17-4a1574278f46\", \"1b452487-9a7e-4abf-b26e-e7e353684a0b\", \"d72607c3-2d18-4d0a-b94d-22feb1c2f351\", \"47eec5cb-49ea-4b45-9089-a5301c31e0fb\", \"eac97fe4-5c98-4a1e-8a5a-877f97c8d155\", \"0a7d55e5-05c2-41e1-999b-7ffa6af87018\", \"2a517f71-b9c1-40c8-9c00-7e55ab9019f4\"], \"total_duration\": 645.0, \"total_sessions\": 7, \"mean_week_duration\": 4.329}, \"44639\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-03-14 19:55:20.000000+00:00\", \"2019-03-01 06:15:23.000000+00:00\"], \"session_ids\": [\"160c1469-648c-4b6e-b445-447a761a01ed\", \"a5f60b4f-b987-454e-990c-62a350b7c6b6\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 139.0}, \"96325\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-06-18 11:56:26.000000+00:00\", \"2020-10-03 14:34:17.000000+00:00\"], \"session_ids\": [\"dc34c8db-f9f1-42cc-85fc-a3cb3eadd59a\", \"96525f40-c71b-431e-9595-e1d3fb95ebd6\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 2.277}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or less than 898 and are equal or greater than 3797"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"total_duration\": [[898, 3797]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"67147\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-06-23 18:30:59.000000+00:00\", \"2019-03-05 07:12:01.000000+00:00\"], \"session_ids\": [\"db8d03e3-5fe1-47eb-8c66-0eefc10a4a44\", \"f048d449-b8b5-4aa7-82f5-54620149a401\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 2.625}, \"10072\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-14 16:20:10.000000+00:00\", \"2019-04-22 13:42:38.000000+00:00\"], \"session_ids\": [\"b47c6563-0133-49ae-8fcd-2baeee029da8\", \"df41ba0e-1662-4772-8a22-21ed14c7750b\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 0.483}, \"62112\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-03-27 01:40:49.000000+00:00\", \"2021-12-18 19:38:42.000000+00:00\"], \"session_ids\": [\"9c2950a2-52cd-4489-ae22-1529ce3eada7\", \"dd31c787-2d3b-48f0-9ea4-71882d7daba3\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 1.313}, \"89288\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-07-18 03:12:03.000000+00:00\", \"2020-10-09 02:14:42.000000+00:00\", \"2022-04-03 06:46:19.000000+00:00\"], \"session_ids\": [\"6ee24519-69b1-4a84-a781-215c30ad4571\", \"1ada8a78-7d30-41cc-bcf9-e42be622628f\", \"d942a84a-8adb-456a-8a4c-b790cfaa01d9\"], \"total_duration\": 28.0, \"total_sessions\": 3, \"mean_week_duration\": 0.301}, \"97138\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-07-06 03:13:21.000000+00:00\", \"2020-12-08 23:22:54.000000+00:00\"], \"session_ids\": [\"488eb38b-08ff-4a39-bb78-3c2436c305be\", \"47e0d07b-e950-49f8-8e38-3756bb6a7e64\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 2.13}, \"67595\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-05-28 14:02:10.000000+00:00\", \"2020-12-01 09:49:37.000000+00:00\", \"2020-06-04 07:10:44.000000+00:00\", \"2020-05-27 21:08:37.000000+00:00\", \"2022-08-28 13:52:01.000000+00:00\", \"2021-03-24 05:48:10.000000+00:00\", \"2019-10-20 03:00:26.000000+00:00\"], \"session_ids\": [\"4c6049ad-e3fe-4e95-bf17-4a1574278f46\", \"1b452487-9a7e-4abf-b26e-e7e353684a0b\", \"d72607c3-2d18-4d0a-b94d-22feb1c2f351\", \"47eec5cb-49ea-4b45-9089-a5301c31e0fb\", \"eac97fe4-5c98-4a1e-8a5a-877f97c8d155\", \"0a7d55e5-05c2-41e1-999b-7ffa6af87018\", \"2a517f71-b9c1-40c8-9c00-7e55ab9019f4\"], \"total_duration\": 645.0, \"total_sessions\": 7, \"mean_week_duration\": 4.329}, \"44639\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-03-14 19:55:20.000000+00:00\", \"2019-03-01 06:15:23.000000+00:00\"], \"session_ids\": [\"160c1469-648c-4b6e-b445-447a761a01ed\", \"a5f60b4f-b987-454e-990c-62a350b7c6b6\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 139.0}, \"96325\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-06-18 11:56:26.000000+00:00\", \"2020-10-03 14:34:17.000000+00:00\"], \"session_ids\": [\"dc34c8db-f9f1-42cc-85fc-a3cb3eadd59a\", \"96525f40-c71b-431e-9595-e1d3fb95ebd6\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 2.277}, \"36139\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-02-14 00:13:03.000000+00:00\", \"2023-06-04 11:55:29.000000+00:00\", \"2020-11-03 17:54:32.000000+00:00\", \"2021-02-09 07:21:54.000000+00:00\", \"2020-11-25 16:01:59.000000+00:00\", \"2019-06-06 14:36:55.000000+00:00\"], \"session_ids\": [\"9cc0a336-c4b0-4b1a-b4ec-b5c2048ff608\", \"92baae09-0878-46f4-8648-952d086cad42\", \"d83e383f-2790-41a8-ae39-5aef0d2f3f6d\", \"f87a3b81-0555-4888-916c-1626fa2dfdf9\", \"fa44f29b-8b95-47f0-b56c-3dd77ed7bb22\", \"392f04ca-231d-431c-bf84-5dcd80a2e5ac\"], \"total_duration\": 6215.0, \"total_sessions\": 6, \"mean_week_duration\": 27.622}}\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[{\"67147\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-06-23 18:30:59.000000+00:00\", \"2019-03-05 07:12:01.000000+00:00\"], \"session_ids\": [\"db8d03e3-5fe1-47eb-8c66-0eefc10a4a44\", \"f048d449-b8b5-4aa7-82f5-54620149a401\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 2.625}}, {\"10072\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-14 16:20:10.000000+00:00\", \"2019-04-22 13:42:38.000000+00:00\"], \"session_ids\": [\"b47c6563-0133-49ae-8fcd-2baeee029da8\", \"df41ba0e-1662-4772-8a22-21ed14c7750b\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 0.483}}, {\"62112\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-03-27 01:40:49.000000+00:00\", \"2021-12-18 19:38:42.000000+00:00\"], \"session_ids\": [\"9c2950a2-52cd-4489-ae22-1529ce3eada7\", \"dd31c787-2d3b-48f0-9ea4-71882d7daba3\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 1.313}}, {\"97138\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-07-06 03:13:21.000000+00:00\", \"2020-12-08 23:22:54.000000+00:00\"], \"session_ids\": [\"488eb38b-08ff-4a39-bb78-3c2436c305be\", \"47e0d07b-e950-49f8-8e38-3756bb6a7e64\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 2.13}}, {\"44639\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-03-14 19:55:20.000000+00:00\", \"2019-03-01 06:15:23.000000+00:00\"], \"session_ids\": [\"160c1469-648c-4b6e-b445-447a761a01ed\", \"a5f60b4f-b987-454e-990c-62a350b7c6b6\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 139.0}}, {\"96325\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-06-18 11:56:26.000000+00:00\", \"2020-10-03 14:34:17.000000+00:00\"], \"session_ids\": [\"dc34c8db-f9f1-42cc-85fc-a3cb3eadd59a\", \"96525f40-c71b-431e-9595-e1d3fb95ebd6\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 2.277}}, {\"89288\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-07-18 03:12:03.000000+00:00\", \"2020-10-09 02:14:42.000000+00:00\", \"2022-04-03 06:46:19.000000+00:00\"], \"session_ids\": [\"6ee24519-69b1-4a84-a781-215c30ad4571\", \"1ada8a78-7d30-41cc-bcf9-e42be622628f\", \"d942a84a-8adb-456a-8a4c-b790cfaa01d9\"], \"total_duration\": 28.0, \"total_sessions\": 3, \"mean_week_duration\": 0.301}}, {\"36139\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-02-14 00:13:03.000000+00:00\", \"2023-06-04 11:55:29.000000+00:00\", \"2020-11-03 17:54:32.000000+00:00\", \"2021-02-09 07:21:54.000000+00:00\", \"2020-11-25 16:01:59.000000+00:00\", \"2019-06-06 14:36:55.000000+00:00\"], \"session_ids\": [\"9cc0a336-c4b0-4b1a-b4ec-b5c2048ff608\", \"92baae09-0878-46f4-8648-952d086cad42\", \"d83e383f-2790-41a8-ae39-5aef0d2f3f6d\", \"f87a3b81-0555-4888-916c-1626fa2dfdf9\", \"fa44f29b-8b95-47f0-b56c-3dd77ed7bb22\", \"392f04ca-231d-431c-bf84-5dcd80a2e5ac\"], \"total_duration\": 6215.0, \"total_sessions\": 6, \"mean_week_duration\": 27.622}}, {\"67595\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-05-28 14:02:10.000000+00:00\", \"2020-12-01 09:49:37.000000+00:00\", \"2020-06-04 07:10:44.000000+00:00\", \"2020-05-27 21:08:37.000000+00:00\", \"2022-08-28 13:52:01.000000+00:00\", \"2021-03-24 05:48:10.000000+00:00\", \"2019-10-20 03:00:26.000000+00:00\"], \"session_ids\": [\"4c6049ad-e3fe-4e95-bf17-4a1574278f46\", \"1b452487-9a7e-4abf-b26e-e7e353684a0b\", \"d72607c3-2d18-4d0a-b94d-22feb1c2f351\", \"47eec5cb-49ea-4b45-9089-a5301c31e0fb\", \"eac97fe4-5c98-4a1e-8a5a-877f97c8d155\", \"0a7d55e5-05c2-41e1-999b-7ffa6af87018\", \"2a517f71-b9c1-40c8-9c00-7e55ab9019f4\"], \"total_duration\": 645.0, \"total_sessions\": 7, \"mean_week_duration\": 4.329}}]\n```\n"
}
] |
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