conversations
list |
|---|
[
{
"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{\"23698\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-01-01 19:20:55.000000+00:00\", \"2023-05-25 20:27:19.000000+00:00\", \"2020-12-08 10:40:20.000000+00:00\"], \"session_ids\": [\"ce40d253-3375-4924-a435-0e22bc7777b4\", \"274b99a4-2bd6-4b34-bc1f-017ce370e1b7\", \"109ef027-bfc3-475a-bba1-4be4c0b9cf74\"], \"total_duration\": 671.0, \"total_sessions\": 3, \"mean_week_duration\": 2.917}, \"29450\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2019-11-19 00:41:35.000000+00:00\", \"2021-05-18 10:46:05.000000+00:00\"], \"session_ids\": [\"bbacb5e4-1926-485d-b9f6-04afe016526c\", \"a7dcdde6-10b1-4f3e-ade9-0972840aeba5\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 2.09}, \"89059\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-04-25 02:18:04.000000+00:00\", \"2020-06-25 19:23:42.000000+00:00\", \"2022-11-16 05:46:26.000000+00:00\"], \"session_ids\": [\"6ec78109-a496-4154-8f8d-1ae3f8c23bf7\", \"fc38be5a-97a9-44ea-8c59-eed7141b8004\", \"2eebe2e6-9284-49af-8df9-a16ee0f9d439\"], \"total_duration\": 242.0, \"total_sessions\": 3, \"mean_week_duration\": 1.936}, \"42706\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-12-22 03:28:43.000000+00:00\", \"2021-03-15 17:25:54.000000+00:00\", \"2022-05-12 09:52:27.000000+00:00\", \"2021-05-31 14:35:46.000000+00:00\", \"2019-01-14 03:46:22.000000+00:00\"], \"session_ids\": [\"e8402311-d4fd-480c-84f4-ef47d52ed66a\", \"32eaac2d-1bad-404e-85a8-225f290c4776\", \"1c0cb20e-57ac-4f26-9b19-e36dddf81875\", \"2430f141-6a16-4df7-8d55-ca8bd49fa429\", \"55f26fd6-0653-4483-b0fa-8b1448f61672\"], \"total_duration\": 1680.0, \"total_sessions\": 5, \"mean_week_duration\": 8.155}, \"11327\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-02-15 11:20:38.000000+00:00\", \"2021-12-04 22:46:40.000000+00:00\"], \"session_ids\": [\"77c30dd2-c3c3-41a8-908f-50e082d8b849\", \"7c499eec-bb0a-4aa1-ac57-898db73c2e23\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 0.872}, \"94954\": {\"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\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2023-04-27 22:10:00.000000+00:00\", \"2022-09-02 07:27:30.000000+00:00\", \"2020-10-30 04:26:15.000000+00:00\"], \"session_ids\": [\"bec6fdf7-0bd6-42b4-9e86-4f12a78bbfdf\", \"b49d4d48-2940-4565-b7dc-c1e823da7b70\", \"dbd5ab0c-8301-4ba6-90f8-1d59c0ae43fe\"], \"total_duration\": 227.0, \"total_sessions\": 3, \"mean_week_duration\": 1.746}, \"11436\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-07-29 23:59:54.000000+00:00\", \"2020-08-07 04:19:31.000000+00:00\", \"2021-02-25 07:17:15.000000+00:00\", \"2020-10-07 08:56:11.000000+00:00\"], \"session_ids\": [\"cbf7b508-1440-4808-be72-1056c6c22c79\", \"8a28d57c-191c-4a86-b7e5-57469ca1f05e\", \"396aac61-3c03-4c4f-b209-12a4530afc4c\", \"8b51d228-3f63-463d-9e3e-92335f9f0ec7\"], \"total_duration\": 466.0, \"total_sessions\": 4, \"mean_week_duration\": 4.524}, \"60771\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-07-11 10:11:15.000000+00:00\", \"2019-08-25 09:23:18.000000+00:00\", \"2019-10-12 14:02:31.000000+00:00\", \"2021-08-01 12:16:02.000000+00:00\", \"2020-11-01 00:32:07.000000+00:00\", \"2022-05-23 12:38:10.000000+00:00\", \"2019-07-27 02:09:20.000000+00:00\", \"2022-04-04 06:31:37.000000+00:00\"], \"session_ids\": [\"18a36841-6d4e-43c1-bf02-835c8d96f7f5\", \"1c0e74fb-9a90-4f7f-a0b0-ecf40b5398b5\", \"d5b9a279-da53-44d5-b0d7-eb2793e19a92\", \"d2d07125-6a60-4422-aca9-fcd7c881bc87\", \"18f8144e-1abd-4d8a-9013-d8e1017b858e\", \"13604193-6254-472d-829c-3c3f0ed88f80\", \"cea52168-cb23-4fab-91e0-4b0323300031\", \"20a1162e-d013-4b8f-8b71-c2545baf9059\"], \"total_duration\": 7419.0, \"total_sessions\": 8, \"mean_week_duration\": 50.128}, \"46152\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-02-27 14:06:33.000000+00:00\", \"2022-09-03 14:59:02.000000+00:00\", \"2019-01-26 06:07:56.000000+00:00\"], \"session_ids\": [\"c9cfbfb3-a425-4547-86a3-b4c9edb8d10b\", \"dff19785-81f6-4eee-99bb-dcb215769089\", \"3bc40592-4675-439f-99bf-46530a737581\"], \"total_duration\": 829.0, \"total_sessions\": 3, \"mean_week_duration\": 3.874}, \"7313\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-01-30 23:55:22.000000+00:00\", \"2022-08-03 18:49:29.000000+00:00\", \"2022-02-25 06:22:39.000000+00:00\", \"2021-06-15 13:14:51.000000+00:00\"], \"session_ids\": [\"b6b6ecf6-e54e-4054-b7f6-8212bea5c071\", \"a536d3e6-3174-417f-abdd-06a76243bd2e\", \"e137a1ec-9d3c-4014-801b-b9da57431fc9\", \"79e4762b-bfa2-4fb3-9a54-cae4d4b7962a\"], \"total_duration\": 300.0, \"total_sessions\": 4, \"mean_week_duration\": 5.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or greater than 2 and are equal or less than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[2, 5]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"23698\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-01-01 19:20:55.000000+00:00\", \"2023-05-25 20:27:19.000000+00:00\", \"2020-12-08 10:40:20.000000+00:00\"], \"session_ids\": [\"ce40d253-3375-4924-a435-0e22bc7777b4\", \"274b99a4-2bd6-4b34-bc1f-017ce370e1b7\", \"109ef027-bfc3-475a-bba1-4be4c0b9cf74\"], \"total_duration\": 671.0, \"total_sessions\": 3, \"mean_week_duration\": 2.917}, \"29450\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2019-11-19 00:41:35.000000+00:00\", \"2021-05-18 10:46:05.000000+00:00\"], \"session_ids\": [\"bbacb5e4-1926-485d-b9f6-04afe016526c\", \"a7dcdde6-10b1-4f3e-ade9-0972840aeba5\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 2.09}, \"89059\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-04-25 02:18:04.000000+00:00\", \"2020-06-25 19:23:42.000000+00:00\", \"2022-11-16 05:46:26.000000+00:00\"], \"session_ids\": [\"6ec78109-a496-4154-8f8d-1ae3f8c23bf7\", \"fc38be5a-97a9-44ea-8c59-eed7141b8004\", \"2eebe2e6-9284-49af-8df9-a16ee0f9d439\"], \"total_duration\": 242.0, \"total_sessions\": 3, \"mean_week_duration\": 1.936}, \"42706\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-12-22 03:28:43.000000+00:00\", \"2021-03-15 17:25:54.000000+00:00\", \"2022-05-12 09:52:27.000000+00:00\", \"2021-05-31 14:35:46.000000+00:00\", \"2019-01-14 03:46:22.000000+00:00\"], \"session_ids\": [\"e8402311-d4fd-480c-84f4-ef47d52ed66a\", \"32eaac2d-1bad-404e-85a8-225f290c4776\", \"1c0cb20e-57ac-4f26-9b19-e36dddf81875\", \"2430f141-6a16-4df7-8d55-ca8bd49fa429\", \"55f26fd6-0653-4483-b0fa-8b1448f61672\"], \"total_duration\": 1680.0, \"total_sessions\": 5, \"mean_week_duration\": 8.155}, \"11327\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-02-15 11:20:38.000000+00:00\", \"2021-12-04 22:46:40.000000+00:00\"], \"session_ids\": [\"77c30dd2-c3c3-41a8-908f-50e082d8b849\", \"7c499eec-bb0a-4aa1-ac57-898db73c2e23\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 0.872}, \"94954\": {\"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\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2023-04-27 22:10:00.000000+00:00\", \"2022-09-02 07:27:30.000000+00:00\", \"2020-10-30 04:26:15.000000+00:00\"], \"session_ids\": [\"bec6fdf7-0bd6-42b4-9e86-4f12a78bbfdf\", \"b49d4d48-2940-4565-b7dc-c1e823da7b70\", \"dbd5ab0c-8301-4ba6-90f8-1d59c0ae43fe\"], \"total_duration\": 227.0, \"total_sessions\": 3, \"mean_week_duration\": 1.746}, \"11436\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-07-29 23:59:54.000000+00:00\", \"2020-08-07 04:19:31.000000+00:00\", \"2021-02-25 07:17:15.000000+00:00\", \"2020-10-07 08:56:11.000000+00:00\"], \"session_ids\": [\"cbf7b508-1440-4808-be72-1056c6c22c79\", \"8a28d57c-191c-4a86-b7e5-57469ca1f05e\", \"396aac61-3c03-4c4f-b209-12a4530afc4c\", \"8b51d228-3f63-463d-9e3e-92335f9f0ec7\"], \"total_duration\": 466.0, \"total_sessions\": 4, \"mean_week_duration\": 4.524}, \"46152\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-02-27 14:06:33.000000+00:00\", \"2022-09-03 14:59:02.000000+00:00\", \"2019-01-26 06:07:56.000000+00:00\"], \"session_ids\": [\"c9cfbfb3-a425-4547-86a3-b4c9edb8d10b\", \"dff19785-81f6-4eee-99bb-dcb215769089\", \"3bc40592-4675-439f-99bf-46530a737581\"], \"total_duration\": 829.0, \"total_sessions\": 3, \"mean_week_duration\": 3.874}, \"7313\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-01-30 23:55:22.000000+00:00\", \"2022-08-03 18:49:29.000000+00:00\", \"2022-02-25 06:22:39.000000+00:00\", \"2021-06-15 13:14:51.000000+00:00\"], \"session_ids\": [\"b6b6ecf6-e54e-4054-b7f6-8212bea5c071\", \"a536d3e6-3174-417f-abdd-06a76243bd2e\", \"e137a1ec-9d3c-4014-801b-b9da57431fc9\", \"79e4762b-bfa2-4fb3-9a54-cae4d4b7962a\"], \"total_duration\": 300.0, \"total_sessions\": 4, \"mean_week_duration\": 5.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"42706\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-12-22 03:28:43.000000+00:00\", \"2021-03-15 17:25:54.000000+00:00\", \"2022-05-12 09:52:27.000000+00:00\", \"2021-05-31 14:35:46.000000+00:00\", \"2019-01-14 03:46:22.000000+00:00\"], \"session_ids\": [\"e8402311-d4fd-480c-84f4-ef47d52ed66a\", \"32eaac2d-1bad-404e-85a8-225f290c4776\", \"1c0cb20e-57ac-4f26-9b19-e36dddf81875\", \"2430f141-6a16-4df7-8d55-ca8bd49fa429\", \"55f26fd6-0653-4483-b0fa-8b1448f61672\"], \"total_duration\": 1680.0, \"total_sessions\": 5, \"mean_week_duration\": 8.155}}, {\"7313\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-01-30 23:55:22.000000+00:00\", \"2022-08-03 18:49:29.000000+00:00\", \"2022-02-25 06:22:39.000000+00:00\", \"2021-06-15 13:14:51.000000+00:00\"], \"session_ids\": [\"b6b6ecf6-e54e-4054-b7f6-8212bea5c071\", \"a536d3e6-3174-417f-abdd-06a76243bd2e\", \"e137a1ec-9d3c-4014-801b-b9da57431fc9\", \"79e4762b-bfa2-4fb3-9a54-cae4d4b7962a\"], \"total_duration\": 300.0, \"total_sessions\": 4, \"mean_week_duration\": 5.0}}, {\"11436\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-07-29 23:59:54.000000+00:00\", \"2020-08-07 04:19:31.000000+00:00\", \"2021-02-25 07:17:15.000000+00:00\", \"2020-10-07 08:56:11.000000+00:00\"], \"session_ids\": [\"cbf7b508-1440-4808-be72-1056c6c22c79\", \"8a28d57c-191c-4a86-b7e5-57469ca1f05e\", \"396aac61-3c03-4c4f-b209-12a4530afc4c\", \"8b51d228-3f63-463d-9e3e-92335f9f0ec7\"], \"total_duration\": 466.0, \"total_sessions\": 4, \"mean_week_duration\": 4.524}}, {\"46152\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-02-27 14:06:33.000000+00:00\", \"2022-09-03 14:59:02.000000+00:00\", \"2019-01-26 06:07:56.000000+00:00\"], \"session_ids\": [\"c9cfbfb3-a425-4547-86a3-b4c9edb8d10b\", \"dff19785-81f6-4eee-99bb-dcb215769089\", \"3bc40592-4675-439f-99bf-46530a737581\"], \"total_duration\": 829.0, \"total_sessions\": 3, \"mean_week_duration\": 3.874}}, {\"23698\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-01-01 19:20:55.000000+00:00\", \"2023-05-25 20:27:19.000000+00:00\", \"2020-12-08 10:40:20.000000+00:00\"], \"session_ids\": [\"ce40d253-3375-4924-a435-0e22bc7777b4\", \"274b99a4-2bd6-4b34-bc1f-017ce370e1b7\", \"109ef027-bfc3-475a-bba1-4be4c0b9cf74\"], \"total_duration\": 671.0, \"total_sessions\": 3, \"mean_week_duration\": 2.917}}, {\"29450\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2019-11-19 00:41:35.000000+00:00\", \"2021-05-18 10:46:05.000000+00:00\"], \"session_ids\": [\"bbacb5e4-1926-485d-b9f6-04afe016526c\", \"a7dcdde6-10b1-4f3e-ade9-0972840aeba5\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 2.09}}, {\"89059\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-04-25 02:18:04.000000+00:00\", \"2020-06-25 19:23:42.000000+00:00\", \"2022-11-16 05:46:26.000000+00:00\"], \"session_ids\": [\"6ec78109-a496-4154-8f8d-1ae3f8c23bf7\", \"fc38be5a-97a9-44ea-8c59-eed7141b8004\", \"2eebe2e6-9284-49af-8df9-a16ee0f9d439\"], \"total_duration\": 242.0, \"total_sessions\": 3, \"mean_week_duration\": 1.936}}, {\"94954\": {\"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\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2023-04-27 22:10:00.000000+00:00\", \"2022-09-02 07:27:30.000000+00:00\", \"2020-10-30 04:26:15.000000+00:00\"], \"session_ids\": [\"bec6fdf7-0bd6-42b4-9e86-4f12a78bbfdf\", \"b49d4d48-2940-4565-b7dc-c1e823da7b70\", \"dbd5ab0c-8301-4ba6-90f8-1d59c0ae43fe\"], \"total_duration\": 227.0, \"total_sessions\": 3, \"mean_week_duration\": 1.746}}, {\"11327\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-02-15 11:20:38.000000+00:00\", \"2021-12-04 22:46:40.000000+00:00\"], \"session_ids\": [\"77c30dd2-c3c3-41a8-908f-50e082d8b849\", \"7c499eec-bb0a-4aa1-ac57-898db73c2e23\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 0.872}}]\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[{\"42706\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-12-22 03:28:43.000000+00:00\", \"2021-03-15 17:25:54.000000+00:00\", \"2022-05-12 09:52:27.000000+00:00\", \"2021-05-31 14:35:46.000000+00:00\", \"2019-01-14 03:46:22.000000+00:00\"], \"session_ids\": [\"e8402311-d4fd-480c-84f4-ef47d52ed66a\", \"32eaac2d-1bad-404e-85a8-225f290c4776\", \"1c0cb20e-57ac-4f26-9b19-e36dddf81875\", \"2430f141-6a16-4df7-8d55-ca8bd49fa429\", \"55f26fd6-0653-4483-b0fa-8b1448f61672\"], \"total_duration\": 1680.0, \"total_sessions\": 5, \"mean_week_duration\": 8.155}}, {\"7313\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-01-30 23:55:22.000000+00:00\", \"2022-08-03 18:49:29.000000+00:00\", \"2022-02-25 06:22:39.000000+00:00\", \"2021-06-15 13:14:51.000000+00:00\"], \"session_ids\": [\"b6b6ecf6-e54e-4054-b7f6-8212bea5c071\", \"a536d3e6-3174-417f-abdd-06a76243bd2e\", \"e137a1ec-9d3c-4014-801b-b9da57431fc9\", \"79e4762b-bfa2-4fb3-9a54-cae4d4b7962a\"], \"total_duration\": 300.0, \"total_sessions\": 4, \"mean_week_duration\": 5.0}}, {\"11436\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-07-29 23:59:54.000000+00:00\", \"2020-08-07 04:19:31.000000+00:00\", \"2021-02-25 07:17:15.000000+00:00\", \"2020-10-07 08:56:11.000000+00:00\"], \"session_ids\": [\"cbf7b508-1440-4808-be72-1056c6c22c79\", \"8a28d57c-191c-4a86-b7e5-57469ca1f05e\", \"396aac61-3c03-4c4f-b209-12a4530afc4c\", \"8b51d228-3f63-463d-9e3e-92335f9f0ec7\"], \"total_duration\": 466.0, \"total_sessions\": 4, \"mean_week_duration\": 4.524}}, {\"46152\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-02-27 14:06:33.000000+00:00\", \"2022-09-03 14:59:02.000000+00:00\", \"2019-01-26 06:07:56.000000+00:00\"], \"session_ids\": [\"c9cfbfb3-a425-4547-86a3-b4c9edb8d10b\", \"dff19785-81f6-4eee-99bb-dcb215769089\", \"3bc40592-4675-439f-99bf-46530a737581\"], \"total_duration\": 829.0, \"total_sessions\": 3, \"mean_week_duration\": 3.874}}]\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[{\"42706\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-12-22 03:28:43.000000+00:00\", \"2021-03-15 17:25:54.000000+00:00\", \"2022-05-12 09:52:27.000000+00:00\", \"2021-05-31 14:35:46.000000+00:00\", \"2019-01-14 03:46:22.000000+00:00\"], \"session_ids\": [\"e8402311-d4fd-480c-84f4-ef47d52ed66a\", \"32eaac2d-1bad-404e-85a8-225f290c4776\", \"1c0cb20e-57ac-4f26-9b19-e36dddf81875\", \"2430f141-6a16-4df7-8d55-ca8bd49fa429\", \"55f26fd6-0653-4483-b0fa-8b1448f61672\"], \"total_duration\": 1680.0, \"total_sessions\": 5, \"mean_week_duration\": 8.155}}, {\"7313\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-01-30 23:55:22.000000+00:00\", \"2022-08-03 18:49:29.000000+00:00\", \"2022-02-25 06:22:39.000000+00:00\", \"2021-06-15 13:14:51.000000+00:00\"], \"session_ids\": [\"b6b6ecf6-e54e-4054-b7f6-8212bea5c071\", \"a536d3e6-3174-417f-abdd-06a76243bd2e\", \"e137a1ec-9d3c-4014-801b-b9da57431fc9\", \"79e4762b-bfa2-4fb3-9a54-cae4d4b7962a\"], \"total_duration\": 300.0, \"total_sessions\": 4, \"mean_week_duration\": 5.0}}, {\"11436\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-07-29 23:59:54.000000+00:00\", \"2020-08-07 04:19:31.000000+00:00\", \"2021-02-25 07:17:15.000000+00:00\", \"2020-10-07 08:56:11.000000+00:00\"], \"session_ids\": [\"cbf7b508-1440-4808-be72-1056c6c22c79\", \"8a28d57c-191c-4a86-b7e5-57469ca1f05e\", \"396aac61-3c03-4c4f-b209-12a4530afc4c\", \"8b51d228-3f63-463d-9e3e-92335f9f0ec7\"], \"total_duration\": 466.0, \"total_sessions\": 4, \"mean_week_duration\": 4.524}}, {\"46152\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-02-27 14:06:33.000000+00:00\", \"2022-09-03 14:59:02.000000+00:00\", \"2019-01-26 06:07:56.000000+00:00\"], \"session_ids\": [\"c9cfbfb3-a425-4547-86a3-b4c9edb8d10b\", \"dff19785-81f6-4eee-99bb-dcb215769089\", \"3bc40592-4675-439f-99bf-46530a737581\"], \"total_duration\": 829.0, \"total_sessions\": 3, \"mean_week_duration\": 3.874}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please offer data on 8 users with a mean_week_duration is precisely 0 as well as perform sorting by total time using the app in asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"84270\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-05-04 08:49:58.000000+00:00\", \"2022-06-11 14:00:46.000000+00:00\"], \"session_ids\": [\"ba903bdb-9364-4305-8061-54d99727bb5e\", \"24523c0a-8ca7-4329-890c-9ad155e33d9e\"], \"total_duration\": 351.0, \"total_sessions\": 2, \"mean_week_duration\": 3.191}, \"74459\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-16 18:49:29.000000+00:00\", \"2022-02-09 04:26:12.000000+00:00\", \"2023-06-05 10:57:14.000000+00:00\", \"2023-06-12 11:14:46.000000+00:00\", \"2021-01-24 22:42:46.000000+00:00\", \"2023-02-20 07:09:53.000000+00:00\", \"2019-07-07 18:58:50.000000+00:00\", \"2019-07-10 06:15:05.000000+00:00\"], \"session_ids\": [\"d9173fa4-2a81-45be-81d7-d7aa80b41671\", \"65ea8ff4-838b-443e-9d88-1d9e053d5236\", \"fbf13438-7b43-418e-bf3e-adc0e93042be\", \"7e639fb3-1afe-4e64-9773-95d89e7e3a3c\", \"bb98b133-84ad-409c-ad5c-78488bb875a6\", \"0ff4330a-1392-418e-b9c9-924e00a64756\", \"096ae50e-e382-4c46-b896-fee854eb11d3\", \"5ec463f5-21ef-4e38-b0eb-6a6f60a5bc72\"], \"total_duration\": 11565.0, \"total_sessions\": 8, \"mean_week_duration\": 56.415}, \"11738\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-02-18 20:12:25.000000+00:00\", \"2019-09-28 08:51:07.000000+00:00\"], \"session_ids\": [\"2e5eef95-f898-4eb3-a325-6ea732174803\", \"43e65b47-0c27-43b9-88ca-ac484dc6c0af\"], \"total_duration\": 457.0, \"total_sessions\": 2, \"mean_week_duration\": 14.281}, \"62894\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-07-28 11:38:23.000000+00:00\", \"2019-09-26 07:48:54.000000+00:00\"], \"session_ids\": [\"9b3221cd-1ef2-4062-bab8-515aa8013f42\", \"6d32f88d-ce57-4c35-8b89-b26f89dac86a\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 1.295}, \"45421\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-26 04:14:19.000000+00:00\", \"2023-04-06 19:46:16.000000+00:00\"], \"session_ids\": [\"a296024c-4326-4e03-aa93-7863d9256ec7\", \"8b66fe78-0dc3-4241-b8b9-c28abf59d0a0\"], \"total_duration\": 307.0, \"total_sessions\": 2, \"mean_week_duration\": 25.583}, \"9817\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-11-22 17:02:56.000000+00:00\", \"2022-01-29 20:32:30.000000+00:00\", \"2022-08-15 23:33:53.000000+00:00\", \"2023-01-24 13:45:29.000000+00:00\", \"2021-10-12 04:51:34.000000+00:00\"], \"session_ids\": [\"0c64a5f1-8f0c-4712-acde-22fb93f2e171\", \"f8a98b1e-4fda-4c35-81d6-df8c8afbd8c8\", \"a258cdcb-9713-4960-90e8-09b18ed369e8\", \"385378bc-acf1-414a-bf38-afbfa4af59ba\", \"2cb68b83-6844-4dfc-ab90-174d11fefc47\"], \"total_duration\": 52.0, \"total_sessions\": 5, \"mean_week_duration\": 0.776}, \"75335\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-09-15 00:15:56.000000+00:00\", \"2019-05-06 03:33:50.000000+00:00\"], \"session_ids\": [\"2f9d4312-d2d8-43a8-8cd9-b12ab9ec7cdd\", \"62c0317b-0526-46db-a7d2-b30ebd5adeb6\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 1.984}, \"3186\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2021-02-09 12:05:38.000000+00:00\", \"2019-02-13 14:42:54.000000+00:00\", \"2020-05-29 10:57:45.000000+00:00\", \"2021-10-24 18:18:47.000000+00:00\", \"2021-03-12 06:14:07.000000+00:00\"], \"session_ids\": [\"b7b02b17-0fdd-47a1-9402-e80edbd5031f\", \"24b5c3f2-7468-41cd-ac6d-70a319b6d232\", \"7fd7a2c2-9beb-43c6-a624-100dc05ebbb4\", \"7bf1ce86-62df-4cde-b872-1721e689813d\", \"e0295fc3-416a-4462-ae04-dc0a8efd45f8\"], \"total_duration\": 41.0, \"total_sessions\": 5, \"mean_week_duration\": 0.291}, \"30534\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-07-07 04:22:29.000000+00:00\", \"2021-10-20 03:43:30.000000+00:00\", \"2019-06-29 05:56:33.000000+00:00\"], \"session_ids\": [\"58262ea4-70bb-4c91-9548-e7bd1cbaf70b\", \"2e421c0d-4259-4d5e-9682-f9d65298f419\", \"e61ba494-2f7a-4bb3-9b32-85b1fd6884b8\"], \"total_duration\": 60.0, \"total_sessions\": 3, \"mean_week_duration\": 0.496}, \"58155\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-05-03 12:45:56.000000+00:00\", \"2019-08-23 00:32:30.000000+00:00\"], \"session_ids\": [\"63ccee99-b9b1-4d73-9859-88019dc9f1c7\", \"2b7699fc-c7e1-4b9d-ab65-0d4e2d4843fe\"], \"total_duration\": 488.0, \"total_sessions\": 2, \"mean_week_duration\": 3.461}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are 0"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[0, 49]]}}}\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 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": "Tell me what you know about users whose site usage time is smaller than 1772 and bigger than 4433 plus carry out sorting by total amount of duration descending."
}
] |
[
{
"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{\"2374\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-11-03 09:41:55.000000+00:00\", \"2019-01-26 10:31:14.000000+00:00\"], \"session_ids\": [\"43846332-29b2-49d7-93b1-9d88922257a7\", \"7862d816-71a7-4b15-b13f-d73c60f01546\"], \"total_duration\": 429.0, \"total_sessions\": 2, \"mean_week_duration\": 4.613}, \"5628\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-09-25 02:19:08.000000+00:00\", \"2022-11-13 02:37:57.000000+00:00\"], \"session_ids\": [\"e3e54ab5-bb7a-4b9a-a02e-27b1658af0a0\", \"7730c037-90f1-4599-811d-755d2ce8341f\"], \"total_duration\": 286.0, \"total_sessions\": 2, \"mean_week_duration\": 4.767}, \"1929\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-08-09 16:44:21.000000+00:00\", \"2023-03-29 15:35:36.000000+00:00\"], \"session_ids\": [\"3f6bb783-8fc1-4a89-877c-1000e8989c88\", \"6225cd15-7b21-4995-8d7a-9f2be51f79cf\"], \"total_duration\": 356.0, \"total_sessions\": 2, \"mean_week_duration\": 10.788}, \"57242\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-05-11 18:43:34.000000+00:00\", \"2021-06-03 12:53:59.000000+00:00\", \"2019-12-16 01:24:25.000000+00:00\", \"2023-03-18 03:21:43.000000+00:00\", \"2021-06-01 08:10:46.000000+00:00\", \"2020-10-26 20:00:24.000000+00:00\", \"2020-12-26 02:21:42.000000+00:00\", \"2019-05-05 07:26:52.000000+00:00\", \"2023-03-14 03:52:58.000000+00:00\"], \"session_ids\": [\"3d124eba-c888-4007-a0a3-6916f57b6ccb\", \"60bf2cec-7e88-46df-9ddc-7978609377b3\", \"2d636f73-aede-4a39-9770-40af6831ca47\", \"825d8cf3-e50f-4a46-9053-bb552330ee60\", \"9908ffa8-938e-438d-80a0-8ee7ee22e6b4\", \"a5cbe184-b7c3-4a39-925d-cec5c83744cb\", \"55e4514b-525e-42c9-b100-236f227edab4\", \"421c7ce2-c705-435f-ae82-5950f63d4ec8\", \"3b08e58c-fdd3-4880-9da8-e2e76a2dc67b\"], \"total_duration\": 366.0, \"total_sessions\": 9, \"mean_week_duration\": 1.812}, \"38445\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-05-01 22:12:17.000000+00:00\", \"2020-08-12 15:33:31.000000+00:00\"], \"session_ids\": [\"6cd0acec-2282-4b13-85d1-9a0d462539da\", \"21ee8a83-f80e-471a-9e0b-ddb087cb25ee\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.716}, \"71037\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-12-25 05:11:27.000000+00:00\", \"2019-09-02 16:31:30.000000+00:00\"], \"session_ids\": [\"42ef5753-0051-464b-8de2-3478546f4a50\", \"c3c6cc68-154a-45e5-9081-dfd886da6f69\"], \"total_duration\": 452.0, \"total_sessions\": 2, \"mean_week_duration\": 3.736}, \"44506\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-24 13:20:53.000000+00:00\", \"2022-05-20 21:39:19.000000+00:00\"], \"session_ids\": [\"432c063b-6261-4aae-9ea1-030d8d6db0b5\", \"9da75f82-2b82-40d5-b549-61396fe23fd8\"], \"total_duration\": 418.0, \"total_sessions\": 2, \"mean_week_duration\": 3.096}, \"92959\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-04-08 07:57:04.000000+00:00\", \"2023-04-26 02:41:10.000000+00:00\"], \"session_ids\": [\"f66e5397-574e-470d-b5c5-2256cff30f0c\", \"ef90cbcb-c3ff-4cbf-91c1-807f18d0d947\"], \"total_duration\": 466.0, \"total_sessions\": 2, \"mean_week_duration\": 2.931}, \"15694\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-07-16 05:24:09.000000+00:00\", \"2020-01-30 12:20:23.000000+00:00\"], \"session_ids\": [\"126b308a-b4a6-4ed2-9727-05c9684ba32c\", \"4fed8493-6b97-496a-98f2-6be238414acd\"], \"total_duration\": 300.0, \"total_sessions\": 2, \"mean_week_duration\": 3.947}, \"29931\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-04-29 11:37:45.000000+00:00\", \"2021-11-13 16:35:21.000000+00:00\", \"2020-07-16 13:26:02.000000+00:00\", \"2022-12-16 21:02:26.000000+00:00\", \"2022-08-01 18:06:39.000000+00:00\", \"2019-02-23 20:20:59.000000+00:00\"], \"session_ids\": [\"d196d85b-56e8-431f-9578-5b64c441d0e2\", \"da0f8c65-e330-452f-a478-c6545c135364\", \"e55425f0-97c9-45c0-8daf-6f69e555c768\", \"ad8f47c6-b535-4628-a191-a6fe5fb1998b\", \"1d3bbc59-46b4-47a3-bd4d-64923c8aebd3\", \"f8831349-792a-4efa-9e75-8cc48e1a8776\"], \"total_duration\": 2562.0, \"total_sessions\": 6, \"mean_week_duration\": 12.874}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or less than 1772 and are equal or greater than 4433"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"total_duration\": [[1772, 4433]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"2374\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-11-03 09:41:55.000000+00:00\", \"2019-01-26 10:31:14.000000+00:00\"], \"session_ids\": [\"43846332-29b2-49d7-93b1-9d88922257a7\", \"7862d816-71a7-4b15-b13f-d73c60f01546\"], \"total_duration\": 429.0, \"total_sessions\": 2, \"mean_week_duration\": 4.613}, \"5628\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-09-25 02:19:08.000000+00:00\", \"2022-11-13 02:37:57.000000+00:00\"], \"session_ids\": [\"e3e54ab5-bb7a-4b9a-a02e-27b1658af0a0\", \"7730c037-90f1-4599-811d-755d2ce8341f\"], \"total_duration\": 286.0, \"total_sessions\": 2, \"mean_week_duration\": 4.767}, \"1929\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-08-09 16:44:21.000000+00:00\", \"2023-03-29 15:35:36.000000+00:00\"], \"session_ids\": [\"3f6bb783-8fc1-4a89-877c-1000e8989c88\", \"6225cd15-7b21-4995-8d7a-9f2be51f79cf\"], \"total_duration\": 356.0, \"total_sessions\": 2, \"mean_week_duration\": 10.788}, \"57242\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-05-11 18:43:34.000000+00:00\", \"2021-06-03 12:53:59.000000+00:00\", \"2019-12-16 01:24:25.000000+00:00\", \"2023-03-18 03:21:43.000000+00:00\", \"2021-06-01 08:10:46.000000+00:00\", \"2020-10-26 20:00:24.000000+00:00\", \"2020-12-26 02:21:42.000000+00:00\", \"2019-05-05 07:26:52.000000+00:00\", \"2023-03-14 03:52:58.000000+00:00\"], \"session_ids\": [\"3d124eba-c888-4007-a0a3-6916f57b6ccb\", \"60bf2cec-7e88-46df-9ddc-7978609377b3\", \"2d636f73-aede-4a39-9770-40af6831ca47\", \"825d8cf3-e50f-4a46-9053-bb552330ee60\", \"9908ffa8-938e-438d-80a0-8ee7ee22e6b4\", \"a5cbe184-b7c3-4a39-925d-cec5c83744cb\", \"55e4514b-525e-42c9-b100-236f227edab4\", \"421c7ce2-c705-435f-ae82-5950f63d4ec8\", \"3b08e58c-fdd3-4880-9da8-e2e76a2dc67b\"], \"total_duration\": 366.0, \"total_sessions\": 9, \"mean_week_duration\": 1.812}, \"38445\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-05-01 22:12:17.000000+00:00\", \"2020-08-12 15:33:31.000000+00:00\"], \"session_ids\": [\"6cd0acec-2282-4b13-85d1-9a0d462539da\", \"21ee8a83-f80e-471a-9e0b-ddb087cb25ee\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.716}, \"71037\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-12-25 05:11:27.000000+00:00\", \"2019-09-02 16:31:30.000000+00:00\"], \"session_ids\": [\"42ef5753-0051-464b-8de2-3478546f4a50\", \"c3c6cc68-154a-45e5-9081-dfd886da6f69\"], \"total_duration\": 452.0, \"total_sessions\": 2, \"mean_week_duration\": 3.736}, \"44506\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-24 13:20:53.000000+00:00\", \"2022-05-20 21:39:19.000000+00:00\"], \"session_ids\": [\"432c063b-6261-4aae-9ea1-030d8d6db0b5\", \"9da75f82-2b82-40d5-b549-61396fe23fd8\"], \"total_duration\": 418.0, \"total_sessions\": 2, \"mean_week_duration\": 3.096}, \"92959\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-04-08 07:57:04.000000+00:00\", \"2023-04-26 02:41:10.000000+00:00\"], \"session_ids\": [\"f66e5397-574e-470d-b5c5-2256cff30f0c\", \"ef90cbcb-c3ff-4cbf-91c1-807f18d0d947\"], \"total_duration\": 466.0, \"total_sessions\": 2, \"mean_week_duration\": 2.931}, \"15694\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-07-16 05:24:09.000000+00:00\", \"2020-01-30 12:20:23.000000+00:00\"], \"session_ids\": [\"126b308a-b4a6-4ed2-9727-05c9684ba32c\", \"4fed8493-6b97-496a-98f2-6be238414acd\"], \"total_duration\": 300.0, \"total_sessions\": 2, \"mean_week_duration\": 3.947}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"92959\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-04-08 07:57:04.000000+00:00\", \"2023-04-26 02:41:10.000000+00:00\"], \"session_ids\": [\"f66e5397-574e-470d-b5c5-2256cff30f0c\", \"ef90cbcb-c3ff-4cbf-91c1-807f18d0d947\"], \"total_duration\": 466.0, \"total_sessions\": 2, \"mean_week_duration\": 2.931}}, {\"71037\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-12-25 05:11:27.000000+00:00\", \"2019-09-02 16:31:30.000000+00:00\"], \"session_ids\": [\"42ef5753-0051-464b-8de2-3478546f4a50\", \"c3c6cc68-154a-45e5-9081-dfd886da6f69\"], \"total_duration\": 452.0, \"total_sessions\": 2, \"mean_week_duration\": 3.736}}, {\"2374\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-11-03 09:41:55.000000+00:00\", \"2019-01-26 10:31:14.000000+00:00\"], \"session_ids\": [\"43846332-29b2-49d7-93b1-9d88922257a7\", \"7862d816-71a7-4b15-b13f-d73c60f01546\"], \"total_duration\": 429.0, \"total_sessions\": 2, \"mean_week_duration\": 4.613}}, {\"44506\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-24 13:20:53.000000+00:00\", \"2022-05-20 21:39:19.000000+00:00\"], \"session_ids\": [\"432c063b-6261-4aae-9ea1-030d8d6db0b5\", \"9da75f82-2b82-40d5-b549-61396fe23fd8\"], \"total_duration\": 418.0, \"total_sessions\": 2, \"mean_week_duration\": 3.096}}, {\"57242\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-05-11 18:43:34.000000+00:00\", \"2021-06-03 12:53:59.000000+00:00\", \"2019-12-16 01:24:25.000000+00:00\", \"2023-03-18 03:21:43.000000+00:00\", \"2021-06-01 08:10:46.000000+00:00\", \"2020-10-26 20:00:24.000000+00:00\", \"2020-12-26 02:21:42.000000+00:00\", \"2019-05-05 07:26:52.000000+00:00\", \"2023-03-14 03:52:58.000000+00:00\"], \"session_ids\": [\"3d124eba-c888-4007-a0a3-6916f57b6ccb\", \"60bf2cec-7e88-46df-9ddc-7978609377b3\", \"2d636f73-aede-4a39-9770-40af6831ca47\", \"825d8cf3-e50f-4a46-9053-bb552330ee60\", \"9908ffa8-938e-438d-80a0-8ee7ee22e6b4\", \"a5cbe184-b7c3-4a39-925d-cec5c83744cb\", \"55e4514b-525e-42c9-b100-236f227edab4\", \"421c7ce2-c705-435f-ae82-5950f63d4ec8\", \"3b08e58c-fdd3-4880-9da8-e2e76a2dc67b\"], \"total_duration\": 366.0, \"total_sessions\": 9, \"mean_week_duration\": 1.812}}, {\"1929\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-08-09 16:44:21.000000+00:00\", \"2023-03-29 15:35:36.000000+00:00\"], \"session_ids\": [\"3f6bb783-8fc1-4a89-877c-1000e8989c88\", \"6225cd15-7b21-4995-8d7a-9f2be51f79cf\"], \"total_duration\": 356.0, \"total_sessions\": 2, \"mean_week_duration\": 10.788}}, {\"15694\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-07-16 05:24:09.000000+00:00\", \"2020-01-30 12:20:23.000000+00:00\"], \"session_ids\": [\"126b308a-b4a6-4ed2-9727-05c9684ba32c\", \"4fed8493-6b97-496a-98f2-6be238414acd\"], \"total_duration\": 300.0, \"total_sessions\": 2, \"mean_week_duration\": 3.947}}, {\"5628\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-09-25 02:19:08.000000+00:00\", \"2022-11-13 02:37:57.000000+00:00\"], \"session_ids\": [\"e3e54ab5-bb7a-4b9a-a02e-27b1658af0a0\", \"7730c037-90f1-4599-811d-755d2ce8341f\"], \"total_duration\": 286.0, \"total_sessions\": 2, \"mean_week_duration\": 4.767}}, {\"38445\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-05-01 22:12:17.000000+00:00\", \"2020-08-12 15:33:31.000000+00:00\"], \"session_ids\": [\"6cd0acec-2282-4b13-85d1-9a0d462539da\", \"21ee8a83-f80e-471a-9e0b-ddb087cb25ee\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.716}}]\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[{\"92959\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-04-08 07:57:04.000000+00:00\", \"2023-04-26 02:41:10.000000+00:00\"], \"session_ids\": [\"f66e5397-574e-470d-b5c5-2256cff30f0c\", \"ef90cbcb-c3ff-4cbf-91c1-807f18d0d947\"], \"total_duration\": 466.0, \"total_sessions\": 2, \"mean_week_duration\": 2.931}}, {\"71037\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-12-25 05:11:27.000000+00:00\", \"2019-09-02 16:31:30.000000+00:00\"], \"session_ids\": [\"42ef5753-0051-464b-8de2-3478546f4a50\", \"c3c6cc68-154a-45e5-9081-dfd886da6f69\"], \"total_duration\": 452.0, \"total_sessions\": 2, \"mean_week_duration\": 3.736}}, {\"2374\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-11-03 09:41:55.000000+00:00\", \"2019-01-26 10:31:14.000000+00:00\"], \"session_ids\": [\"43846332-29b2-49d7-93b1-9d88922257a7\", \"7862d816-71a7-4b15-b13f-d73c60f01546\"], \"total_duration\": 429.0, \"total_sessions\": 2, \"mean_week_duration\": 4.613}}, {\"44506\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-24 13:20:53.000000+00:00\", \"2022-05-20 21:39:19.000000+00:00\"], \"session_ids\": [\"432c063b-6261-4aae-9ea1-030d8d6db0b5\", \"9da75f82-2b82-40d5-b549-61396fe23fd8\"], \"total_duration\": 418.0, \"total_sessions\": 2, \"mean_week_duration\": 3.096}}, {\"57242\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-05-11 18:43:34.000000+00:00\", \"2021-06-03 12:53:59.000000+00:00\", \"2019-12-16 01:24:25.000000+00:00\", \"2023-03-18 03:21:43.000000+00:00\", \"2021-06-01 08:10:46.000000+00:00\", \"2020-10-26 20:00:24.000000+00:00\", \"2020-12-26 02:21:42.000000+00:00\", \"2019-05-05 07:26:52.000000+00:00\", \"2023-03-14 03:52:58.000000+00:00\"], \"session_ids\": [\"3d124eba-c888-4007-a0a3-6916f57b6ccb\", \"60bf2cec-7e88-46df-9ddc-7978609377b3\", \"2d636f73-aede-4a39-9770-40af6831ca47\", \"825d8cf3-e50f-4a46-9053-bb552330ee60\", \"9908ffa8-938e-438d-80a0-8ee7ee22e6b4\", \"a5cbe184-b7c3-4a39-925d-cec5c83744cb\", \"55e4514b-525e-42c9-b100-236f227edab4\", \"421c7ce2-c705-435f-ae82-5950f63d4ec8\", \"3b08e58c-fdd3-4880-9da8-e2e76a2dc67b\"], \"total_duration\": 366.0, \"total_sessions\": 9, \"mean_week_duration\": 1.812}}, {\"1929\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-08-09 16:44:21.000000+00:00\", \"2023-03-29 15:35:36.000000+00:00\"], \"session_ids\": [\"3f6bb783-8fc1-4a89-877c-1000e8989c88\", \"6225cd15-7b21-4995-8d7a-9f2be51f79cf\"], \"total_duration\": 356.0, \"total_sessions\": 2, \"mean_week_duration\": 10.788}}, {\"15694\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-07-16 05:24:09.000000+00:00\", \"2020-01-30 12:20:23.000000+00:00\"], \"session_ids\": [\"126b308a-b4a6-4ed2-9727-05c9684ba32c\", \"4fed8493-6b97-496a-98f2-6be238414acd\"], \"total_duration\": 300.0, \"total_sessions\": 2, \"mean_week_duration\": 3.947}}, {\"5628\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-09-25 02:19:08.000000+00:00\", \"2022-11-13 02:37:57.000000+00:00\"], \"session_ids\": [\"e3e54ab5-bb7a-4b9a-a02e-27b1658af0a0\", \"7730c037-90f1-4599-811d-755d2ce8341f\"], \"total_duration\": 286.0, \"total_sessions\": 2, \"mean_week_duration\": 4.767}}, {\"38445\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-05-01 22:12:17.000000+00:00\", \"2020-08-12 15:33:31.000000+00:00\"], \"session_ids\": [\"6cd0acec-2282-4b13-85d1-9a0d462539da\", \"21ee8a83-f80e-471a-9e0b-ddb087cb25ee\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.716}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about users whose overall total sessions is bigger than 5 plus carry out sorting by town name asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"39086\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-27 03:07:06.000000+00:00\", \"2021-02-14 05:52:40.000000+00:00\"], \"session_ids\": [\"a12108c1-e262-45fc-a46c-bd07aa382397\", \"889f3060-a21f-4936-9e24-1e6ab58b16df\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 2.803}, \"2609\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-08-13 19:02:54.000000+00:00\", \"2022-05-09 19:00:06.000000+00:00\"], \"session_ids\": [\"b296f1db-ee1c-49d0-9d1d-69d4798e6bf9\", \"068e5658-fcae-4ff0-b0c1-3725ac6aabe7\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 5.795}, \"32412\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-11-20 21:27:00.000000+00:00\", \"2022-08-18 01:29:46.000000+00:00\", \"2020-11-07 00:04:23.000000+00:00\", \"2021-05-05 07:51:41.000000+00:00\"], \"session_ids\": [\"fdf26d17-f483-4941-97ef-3300eb16baab\", \"fa7f7305-5250-4f8a-b92c-aa3aaf67b67f\", \"a39e937b-202f-4144-b33e-cba369907a88\", \"2dafecd0-2074-4393-a91e-9c87746a0892\"], \"total_duration\": 235.0, \"total_sessions\": 4, \"mean_week_duration\": 2.527}, \"60567\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-06-03 19:02:12.000000+00:00\", \"2021-06-03 22:06:07.000000+00:00\", \"2022-11-06 17:17:33.000000+00:00\", \"2019-01-11 08:40:40.000000+00:00\"], \"session_ids\": [\"35993395-39d5-40a7-940d-de6fb5a90c03\", \"be2edaf0-9ef8-40e8-9e55-9c5964393c0e\", \"d415ea4d-68a6-4800-a322-3c40fea2de94\", \"87f744c9-1b97-4235-a512-a744d21d0142\"], \"total_duration\": 289.0, \"total_sessions\": 4, \"mean_week_duration\": 1.445}, \"14147\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-12-11 13:36:48.000000+00:00\", \"2022-11-22 15:00:46.000000+00:00\"], \"session_ids\": [\"97b4bdc8-7984-4105-8263-27aca913c874\", \"000171fd-76f2-4d27-9a59-1218ec9e1dbe\"], \"total_duration\": 442.0, \"total_sessions\": 2, \"mean_week_duration\": 8.84}, \"64906\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-11-04 14:49:18.000000+00:00\", \"2019-02-24 11:25:04.000000+00:00\"], \"session_ids\": [\"4f29b81d-2ea4-48c3-a486-cec8f54c5ffc\", \"c0a47637-9655-4141-b140-9a32b6601ead\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 2.622}, \"60537\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-07-28 22:52:50.000000+00:00\", \"2021-09-25 19:35:30.000000+00:00\", \"2023-01-23 13:31:49.000000+00:00\", \"2020-05-21 15:47:17.000000+00:00\", \"2019-06-05 12:45:04.000000+00:00\", \"2020-06-14 13:04:32.000000+00:00\"], \"session_ids\": [\"97e5e63e-e4b7-498e-8f68-486c33624551\", \"bd7aa791-eed4-4132-bdfc-38e51fadc2bf\", \"991da876-2346-463b-88fa-916453f1782f\", \"f3beca98-733a-4d3b-8232-9f8ec94179ac\", \"29760559-36dc-4e95-a17c-b75858280f52\", \"69a87ecc-7cc1-4954-9259-66935098b870\"], \"total_duration\": 500.0, \"total_sessions\": 6, \"mean_week_duration\": 2.632}, \"29094\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-03 20:43:17.000000+00:00\", \"2022-01-22 22:36:15.000000+00:00\"], \"session_ids\": [\"b5b09ffd-7675-435c-a60e-fb87fa0f2215\", \"dbbdbbbf-508a-4f37-94da-d7c22a8c8c36\"], \"total_duration\": 219.0, \"total_sessions\": 2, \"mean_week_duration\": 8.76}, \"26937\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-10-31 15:24:11.000000+00:00\", \"2023-01-07 01:07:46.000000+00:00\"], \"session_ids\": [\"f4b61bda-6b39-4405-95c9-a14f8ba9e259\", \"c32c8eb3-a55b-422a-816b-f8eee32340ac\"], \"total_duration\": 141.0, \"total_sessions\": 2, \"mean_week_duration\": 1.237}, \"11013\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-01-01 15:14:59.000000+00:00\", \"2022-11-01 10:05:51.000000+00:00\"], \"session_ids\": [\"515edc5c-3141-4f7d-b916-d48ac7815048\", \"c0863430-caac-4c87-b3b1-81b3370ed884\"], \"total_duration\": 444.0, \"total_sessions\": 2, \"mean_week_duration\": 2.22}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or greater than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\"]]}, \"all_values\": {\"total_sessions\": [[5, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"60537\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-07-28 22:52:50.000000+00:00\", \"2021-09-25 19:35:30.000000+00:00\", \"2023-01-23 13:31:49.000000+00:00\", \"2020-05-21 15:47:17.000000+00:00\", \"2019-06-05 12:45:04.000000+00:00\", \"2020-06-14 13:04:32.000000+00:00\"], \"session_ids\": [\"97e5e63e-e4b7-498e-8f68-486c33624551\", \"bd7aa791-eed4-4132-bdfc-38e51fadc2bf\", \"991da876-2346-463b-88fa-916453f1782f\", \"f3beca98-733a-4d3b-8232-9f8ec94179ac\", \"29760559-36dc-4e95-a17c-b75858280f52\", \"69a87ecc-7cc1-4954-9259-66935098b870\"], \"total_duration\": 500.0, \"total_sessions\": 6, \"mean_week_duration\": 2.632}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"60537\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-07-28 22:52:50.000000+00:00\", \"2021-09-25 19:35:30.000000+00:00\", \"2023-01-23 13:31:49.000000+00:00\", \"2020-05-21 15:47:17.000000+00:00\", \"2019-06-05 12:45:04.000000+00:00\", \"2020-06-14 13:04:32.000000+00:00\"], \"session_ids\": [\"97e5e63e-e4b7-498e-8f68-486c33624551\", \"bd7aa791-eed4-4132-bdfc-38e51fadc2bf\", \"991da876-2346-463b-88fa-916453f1782f\", \"f3beca98-733a-4d3b-8232-9f8ec94179ac\", \"29760559-36dc-4e95-a17c-b75858280f52\", \"69a87ecc-7cc1-4954-9259-66935098b870\"], \"total_duration\": 500.0, \"total_sessions\": 6, \"mean_week_duration\": 2.632}}]\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[{\"60537\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-07-28 22:52:50.000000+00:00\", \"2021-09-25 19:35:30.000000+00:00\", \"2023-01-23 13:31:49.000000+00:00\", \"2020-05-21 15:47:17.000000+00:00\", \"2019-06-05 12:45:04.000000+00:00\", \"2020-06-14 13:04:32.000000+00:00\"], \"session_ids\": [\"97e5e63e-e4b7-498e-8f68-486c33624551\", \"bd7aa791-eed4-4132-bdfc-38e51fadc2bf\", \"991da876-2346-463b-88fa-916453f1782f\", \"f3beca98-733a-4d3b-8232-9f8ec94179ac\", \"29760559-36dc-4e95-a17c-b75858280f52\", \"69a87ecc-7cc1-4954-9259-66935098b870\"], \"total_duration\": 500.0, \"total_sessions\": 6, \"mean_week_duration\": 2.632}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I have a curiosity about 7 users whose city isn't Tegucigalpa plus implement sorting by app usage time per week risingly and keep only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"42083\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-07-21 02:58:50.000000+00:00\", \"2020-11-24 01:06:48.000000+00:00\", \"2020-05-03 01:47:09.000000+00:00\", \"2021-06-05 01:26:29.000000+00:00\", \"2020-05-02 00:19:37.000000+00:00\", \"2019-03-08 14:03:23.000000+00:00\", \"2021-08-19 03:58:00.000000+00:00\", \"2021-04-05 18:15:11.000000+00:00\", \"2021-07-28 05:34:29.000000+00:00\"], \"session_ids\": [\"47d1386c-141c-45bf-8bcd-e25f63dc7603\", \"80feb5e1-b215-47dc-9be5-84df10746198\", \"fb704119-63ad-48d8-9444-729b5a08acb2\", \"99c4e0ba-8a13-4989-bf7e-3df83c2f8356\", \"ea36f2fd-89a9-4c21-8126-c9c480bf463c\", \"d76420c9-f445-4e32-b046-f751d90a05cc\", \"d55c876e-3a05-4fbe-a484-707a852f832b\", \"abe9fcd2-7a7b-4804-a83c-c27d1d4faf39\", \"85379a2b-b874-430d-9277-86499d1b6835\"], \"total_duration\": 2010.0, \"total_sessions\": 9, \"mean_week_duration\": 15.703}, \"40984\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-01-27 08:11:16.000000+00:00\", \"2020-09-14 15:58:17.000000+00:00\"], \"session_ids\": [\"948fb949-c55a-4ab3-b737-09faaf5be908\", \"81def60b-2160-41bc-817d-139eceecabdf\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 12.3}, \"87543\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-04-23 07:10:36.000000+00:00\", \"2021-07-21 11:46:59.000000+00:00\", \"2020-08-29 08:07:32.000000+00:00\"], \"session_ids\": [\"34d19ec2-b289-4673-80f0-64fc61bee5dd\", \"5162c444-d1b8-402b-925a-4ab6ac6956c0\", \"25f8d9db-900d-4f22-8caf-2dd542574cf2\"], \"total_duration\": 588.0, \"total_sessions\": 3, \"mean_week_duration\": 9.046}, \"42589\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-23 01:57:57.000000+00:00\", \"2022-09-18 18:57:29.000000+00:00\", \"2022-06-24 12:07:20.000000+00:00\", \"2020-06-09 22:37:01.000000+00:00\", \"2020-12-04 07:38:34.000000+00:00\", \"2021-12-22 18:04:26.000000+00:00\", \"2021-03-13 09:05:04.000000+00:00\", \"2021-11-14 21:44:33.000000+00:00\", \"2023-01-02 16:44:23.000000+00:00\", \"2021-06-09 03:56:44.000000+00:00\", \"2020-05-28 09:05:07.000000+00:00\"], \"session_ids\": [\"c6d3c0f3-dd94-4a12-bd5f-f15491c8dc46\", \"f09cc57f-1908-452f-aed5-a076ada4389d\", \"3df14d6a-9376-463c-828d-4d34bbcad579\", \"5514db75-1dd9-4073-8046-ea4343450a5c\", \"37813257-e771-4690-8148-1f68257475a9\", \"0d7391ae-c959-4e08-bbaa-72588ecb8178\", \"8cb969c7-6cc0-46e7-88dd-46c661ae897c\", \"1baa8c91-adeb-44bb-97c4-3a28b64a2e92\", \"50191711-4cec-42ac-b7c5-9aea3cdf129a\", \"01197992-ff63-4cc3-8ee0-74a4c00f7a32\", \"54bf0663-b25d-4d3b-98f3-c491e1df944a\"], \"total_duration\": 3446.0, \"total_sessions\": 11, \"mean_week_duration\": 18.233}, \"60793\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-06-23 04:49:23.000000+00:00\", \"2021-01-12 22:10:54.000000+00:00\"], \"session_ids\": [\"3dba712d-7af7-427f-9c60-a00f7d53aae0\", \"292d6777-2dbb-4687-b2fa-f8a1ea2f93b5\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 2.598}, \"49744\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-10-13 04:04:29.000000+00:00\", \"2021-07-12 00:11:14.000000+00:00\"], \"session_ids\": [\"6ecbc6a9-d1ea-4ce3-a030-fd2a80368f40\", \"cb9ac1e9-0d56-43fd-b44a-6d532d21d532\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 16.857}, \"77695\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-09-01 02:47:06.000000+00:00\", \"2022-03-15 07:03:10.000000+00:00\", \"2022-12-18 06:31:57.000000+00:00\", \"2020-12-25 09:45:38.000000+00:00\", \"2020-01-04 22:19:53.000000+00:00\", \"2019-11-02 03:52:29.000000+00:00\"], \"session_ids\": [\"37605944-6614-4a69-b251-44e7e2f02677\", \"6059a441-ef5e-4f59-bf47-d3c92ce86f71\", \"93b02fcd-39a2-4fd3-a494-4cc54adc39a6\", \"ce745a9c-4e28-47a8-b07b-51bef0b6a586\", \"fd04c7ae-3d7d-46a5-a452-09ba7fac92f4\", \"a1bcf309-3b03-4e3a-9b97-9cfb7fe3a72a\"], \"total_duration\": 1765.0, \"total_sessions\": 6, \"mean_week_duration\": 10.262}, \"95684\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-11-05 19:22:59.000000+00:00\", \"2019-07-08 12:30:44.000000+00:00\"], \"session_ids\": [\"c3a1210e-749d-41d9-b7a4-a139e8570fb2\", \"98a94102-6ca3-4202-93f0-40fc3d29f1cf\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 11.667}, \"67716\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-06-23 07:20:16.000000+00:00\", \"2022-06-21 17:07:49.000000+00:00\"], \"session_ids\": [\"c574ada8-d803-4185-b703-1317f904c7f8\", \"3e79ad46-5f66-4492-9eab-524e8abd9bb4\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 66.0}, \"64159\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-04-06 19:25:39.000000+00:00\", \"2021-04-30 09:42:29.000000+00:00\"], \"session_ids\": [\"4cb98567-864a-474b-93b5-011bdc902b0e\", \"58c21ae1-07c2-4058-9060-3117389e6442\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 4.204}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is not Tegucigalpa"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Tegucigalpa\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"42083\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-07-21 02:58:50.000000+00:00\", \"2020-11-24 01:06:48.000000+00:00\", \"2020-05-03 01:47:09.000000+00:00\", \"2021-06-05 01:26:29.000000+00:00\", \"2020-05-02 00:19:37.000000+00:00\", \"2019-03-08 14:03:23.000000+00:00\", \"2021-08-19 03:58:00.000000+00:00\", \"2021-04-05 18:15:11.000000+00:00\", \"2021-07-28 05:34:29.000000+00:00\"], \"session_ids\": [\"47d1386c-141c-45bf-8bcd-e25f63dc7603\", \"80feb5e1-b215-47dc-9be5-84df10746198\", \"fb704119-63ad-48d8-9444-729b5a08acb2\", \"99c4e0ba-8a13-4989-bf7e-3df83c2f8356\", \"ea36f2fd-89a9-4c21-8126-c9c480bf463c\", \"d76420c9-f445-4e32-b046-f751d90a05cc\", \"d55c876e-3a05-4fbe-a484-707a852f832b\", \"abe9fcd2-7a7b-4804-a83c-c27d1d4faf39\", \"85379a2b-b874-430d-9277-86499d1b6835\"], \"total_duration\": 2010.0, \"total_sessions\": 9, \"mean_week_duration\": 15.703}, \"40984\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-01-27 08:11:16.000000+00:00\", \"2020-09-14 15:58:17.000000+00:00\"], \"session_ids\": [\"948fb949-c55a-4ab3-b737-09faaf5be908\", \"81def60b-2160-41bc-817d-139eceecabdf\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 12.3}, \"87543\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-04-23 07:10:36.000000+00:00\", \"2021-07-21 11:46:59.000000+00:00\", \"2020-08-29 08:07:32.000000+00:00\"], \"session_ids\": [\"34d19ec2-b289-4673-80f0-64fc61bee5dd\", \"5162c444-d1b8-402b-925a-4ab6ac6956c0\", \"25f8d9db-900d-4f22-8caf-2dd542574cf2\"], \"total_duration\": 588.0, \"total_sessions\": 3, \"mean_week_duration\": 9.046}, \"42589\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-23 01:57:57.000000+00:00\", \"2022-09-18 18:57:29.000000+00:00\", \"2022-06-24 12:07:20.000000+00:00\", \"2020-06-09 22:37:01.000000+00:00\", \"2020-12-04 07:38:34.000000+00:00\", \"2021-12-22 18:04:26.000000+00:00\", \"2021-03-13 09:05:04.000000+00:00\", \"2021-11-14 21:44:33.000000+00:00\", \"2023-01-02 16:44:23.000000+00:00\", \"2021-06-09 03:56:44.000000+00:00\", \"2020-05-28 09:05:07.000000+00:00\"], \"session_ids\": [\"c6d3c0f3-dd94-4a12-bd5f-f15491c8dc46\", \"f09cc57f-1908-452f-aed5-a076ada4389d\", \"3df14d6a-9376-463c-828d-4d34bbcad579\", \"5514db75-1dd9-4073-8046-ea4343450a5c\", \"37813257-e771-4690-8148-1f68257475a9\", \"0d7391ae-c959-4e08-bbaa-72588ecb8178\", \"8cb969c7-6cc0-46e7-88dd-46c661ae897c\", \"1baa8c91-adeb-44bb-97c4-3a28b64a2e92\", \"50191711-4cec-42ac-b7c5-9aea3cdf129a\", \"01197992-ff63-4cc3-8ee0-74a4c00f7a32\", \"54bf0663-b25d-4d3b-98f3-c491e1df944a\"], \"total_duration\": 3446.0, \"total_sessions\": 11, \"mean_week_duration\": 18.233}, \"60793\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-06-23 04:49:23.000000+00:00\", \"2021-01-12 22:10:54.000000+00:00\"], \"session_ids\": [\"3dba712d-7af7-427f-9c60-a00f7d53aae0\", \"292d6777-2dbb-4687-b2fa-f8a1ea2f93b5\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 2.598}, \"49744\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-10-13 04:04:29.000000+00:00\", \"2021-07-12 00:11:14.000000+00:00\"], \"session_ids\": [\"6ecbc6a9-d1ea-4ce3-a030-fd2a80368f40\", \"cb9ac1e9-0d56-43fd-b44a-6d532d21d532\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 16.857}, \"77695\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-09-01 02:47:06.000000+00:00\", \"2022-03-15 07:03:10.000000+00:00\", \"2022-12-18 06:31:57.000000+00:00\", \"2020-12-25 09:45:38.000000+00:00\", \"2020-01-04 22:19:53.000000+00:00\", \"2019-11-02 03:52:29.000000+00:00\"], \"session_ids\": [\"37605944-6614-4a69-b251-44e7e2f02677\", \"6059a441-ef5e-4f59-bf47-d3c92ce86f71\", \"93b02fcd-39a2-4fd3-a494-4cc54adc39a6\", \"ce745a9c-4e28-47a8-b07b-51bef0b6a586\", \"fd04c7ae-3d7d-46a5-a452-09ba7fac92f4\", \"a1bcf309-3b03-4e3a-9b97-9cfb7fe3a72a\"], \"total_duration\": 1765.0, \"total_sessions\": 6, \"mean_week_duration\": 10.262}, \"95684\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-11-05 19:22:59.000000+00:00\", \"2019-07-08 12:30:44.000000+00:00\"], \"session_ids\": [\"c3a1210e-749d-41d9-b7a4-a139e8570fb2\", \"98a94102-6ca3-4202-93f0-40fc3d29f1cf\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 11.667}, \"67716\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-06-23 07:20:16.000000+00:00\", \"2022-06-21 17:07:49.000000+00:00\"], \"session_ids\": [\"c574ada8-d803-4185-b703-1317f904c7f8\", \"3e79ad46-5f66-4492-9eab-524e8abd9bb4\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 66.0}, \"64159\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-04-06 19:25:39.000000+00:00\", \"2021-04-30 09:42:29.000000+00:00\"], \"session_ids\": [\"4cb98567-864a-474b-93b5-011bdc902b0e\", \"58c21ae1-07c2-4058-9060-3117389e6442\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 4.204}}\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[{\"60793\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-06-23 04:49:23.000000+00:00\", \"2021-01-12 22:10:54.000000+00:00\"], \"session_ids\": [\"3dba712d-7af7-427f-9c60-a00f7d53aae0\", \"292d6777-2dbb-4687-b2fa-f8a1ea2f93b5\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 2.598}}, {\"64159\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-04-06 19:25:39.000000+00:00\", \"2021-04-30 09:42:29.000000+00:00\"], \"session_ids\": [\"4cb98567-864a-474b-93b5-011bdc902b0e\", \"58c21ae1-07c2-4058-9060-3117389e6442\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 4.204}}, {\"87543\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-04-23 07:10:36.000000+00:00\", \"2021-07-21 11:46:59.000000+00:00\", \"2020-08-29 08:07:32.000000+00:00\"], \"session_ids\": [\"34d19ec2-b289-4673-80f0-64fc61bee5dd\", \"5162c444-d1b8-402b-925a-4ab6ac6956c0\", \"25f8d9db-900d-4f22-8caf-2dd542574cf2\"], \"total_duration\": 588.0, \"total_sessions\": 3, \"mean_week_duration\": 9.046}}, {\"77695\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-09-01 02:47:06.000000+00:00\", \"2022-03-15 07:03:10.000000+00:00\", \"2022-12-18 06:31:57.000000+00:00\", \"2020-12-25 09:45:38.000000+00:00\", \"2020-01-04 22:19:53.000000+00:00\", \"2019-11-02 03:52:29.000000+00:00\"], \"session_ids\": [\"37605944-6614-4a69-b251-44e7e2f02677\", \"6059a441-ef5e-4f59-bf47-d3c92ce86f71\", \"93b02fcd-39a2-4fd3-a494-4cc54adc39a6\", \"ce745a9c-4e28-47a8-b07b-51bef0b6a586\", \"fd04c7ae-3d7d-46a5-a452-09ba7fac92f4\", \"a1bcf309-3b03-4e3a-9b97-9cfb7fe3a72a\"], \"total_duration\": 1765.0, \"total_sessions\": 6, \"mean_week_duration\": 10.262}}, {\"95684\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-11-05 19:22:59.000000+00:00\", \"2019-07-08 12:30:44.000000+00:00\"], \"session_ids\": [\"c3a1210e-749d-41d9-b7a4-a139e8570fb2\", \"98a94102-6ca3-4202-93f0-40fc3d29f1cf\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 11.667}}, {\"40984\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-01-27 08:11:16.000000+00:00\", \"2020-09-14 15:58:17.000000+00:00\"], \"session_ids\": [\"948fb949-c55a-4ab3-b737-09faaf5be908\", \"81def60b-2160-41bc-817d-139eceecabdf\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 12.3}}, {\"42083\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-07-21 02:58:50.000000+00:00\", \"2020-11-24 01:06:48.000000+00:00\", \"2020-05-03 01:47:09.000000+00:00\", \"2021-06-05 01:26:29.000000+00:00\", \"2020-05-02 00:19:37.000000+00:00\", \"2019-03-08 14:03:23.000000+00:00\", \"2021-08-19 03:58:00.000000+00:00\", \"2021-04-05 18:15:11.000000+00:00\", \"2021-07-28 05:34:29.000000+00:00\"], \"session_ids\": [\"47d1386c-141c-45bf-8bcd-e25f63dc7603\", \"80feb5e1-b215-47dc-9be5-84df10746198\", \"fb704119-63ad-48d8-9444-729b5a08acb2\", \"99c4e0ba-8a13-4989-bf7e-3df83c2f8356\", \"ea36f2fd-89a9-4c21-8126-c9c480bf463c\", \"d76420c9-f445-4e32-b046-f751d90a05cc\", \"d55c876e-3a05-4fbe-a484-707a852f832b\", \"abe9fcd2-7a7b-4804-a83c-c27d1d4faf39\", \"85379a2b-b874-430d-9277-86499d1b6835\"], \"total_duration\": 2010.0, \"total_sessions\": 9, \"mean_week_duration\": 15.703}}, {\"49744\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-10-13 04:04:29.000000+00:00\", \"2021-07-12 00:11:14.000000+00:00\"], \"session_ids\": [\"6ecbc6a9-d1ea-4ce3-a030-fd2a80368f40\", \"cb9ac1e9-0d56-43fd-b44a-6d532d21d532\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 16.857}}, {\"42589\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-23 01:57:57.000000+00:00\", \"2022-09-18 18:57:29.000000+00:00\", \"2022-06-24 12:07:20.000000+00:00\", \"2020-06-09 22:37:01.000000+00:00\", \"2020-12-04 07:38:34.000000+00:00\", \"2021-12-22 18:04:26.000000+00:00\", \"2021-03-13 09:05:04.000000+00:00\", \"2021-11-14 21:44:33.000000+00:00\", \"2023-01-02 16:44:23.000000+00:00\", \"2021-06-09 03:56:44.000000+00:00\", \"2020-05-28 09:05:07.000000+00:00\"], \"session_ids\": [\"c6d3c0f3-dd94-4a12-bd5f-f15491c8dc46\", \"f09cc57f-1908-452f-aed5-a076ada4389d\", \"3df14d6a-9376-463c-828d-4d34bbcad579\", \"5514db75-1dd9-4073-8046-ea4343450a5c\", \"37813257-e771-4690-8148-1f68257475a9\", \"0d7391ae-c959-4e08-bbaa-72588ecb8178\", \"8cb969c7-6cc0-46e7-88dd-46c661ae897c\", \"1baa8c91-adeb-44bb-97c4-3a28b64a2e92\", \"50191711-4cec-42ac-b7c5-9aea3cdf129a\", \"01197992-ff63-4cc3-8ee0-74a4c00f7a32\", \"54bf0663-b25d-4d3b-98f3-c491e1df944a\"], \"total_duration\": 3446.0, \"total_sessions\": 11, \"mean_week_duration\": 18.233}}, {\"67716\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-06-23 07:20:16.000000+00:00\", \"2022-06-21 17:07:49.000000+00:00\"], \"session_ids\": [\"c574ada8-d803-4185-b703-1317f904c7f8\", \"3e79ad46-5f66-4492-9eab-524e8abd9bb4\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 66.0}}]\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[{\"60793\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-06-23 04:49:23.000000+00:00\", \"2021-01-12 22:10:54.000000+00:00\"], \"session_ids\": [\"3dba712d-7af7-427f-9c60-a00f7d53aae0\", \"292d6777-2dbb-4687-b2fa-f8a1ea2f93b5\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 2.598}}, {\"64159\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-04-06 19:25:39.000000+00:00\", \"2021-04-30 09:42:29.000000+00:00\"], \"session_ids\": [\"4cb98567-864a-474b-93b5-011bdc902b0e\", \"58c21ae1-07c2-4058-9060-3117389e6442\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 4.204}}]\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[{\"60793\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-06-23 04:49:23.000000+00:00\", \"2021-01-12 22:10:54.000000+00:00\"], \"session_ids\": [\"3dba712d-7af7-427f-9c60-a00f7d53aae0\", \"292d6777-2dbb-4687-b2fa-f8a1ea2f93b5\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 2.598}}, {\"64159\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-04-06 19:25:39.000000+00:00\", \"2021-04-30 09:42:29.000000+00:00\"], \"session_ids\": [\"4cb98567-864a-474b-93b5-011bdc902b0e\", \"58c21ae1-07c2-4058-9060-3117389e6442\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 4.204}}]\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 is living in cities Toronto, Lima in addition carry out sorting by time in app from the smallest to the largest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"35168\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-07-28 16:03:27.000000+00:00\", \"2022-05-10 10:02:05.000000+00:00\", \"2021-02-09 05:31:54.000000+00:00\", \"2021-04-20 04:51:47.000000+00:00\"], \"session_ids\": [\"9d1b74f7-9f9d-4322-8aa6-3a305d70fcfb\", \"932f3d95-af38-47ba-9511-9b4a38ccc4dd\", \"eb9cfc93-463a-4de3-a5a0-073dfe7df820\", \"da0acc31-51c1-4202-b279-3cd2fa3d4a75\"], \"total_duration\": 326.0, \"total_sessions\": 4, \"mean_week_duration\": 4.234}, \"2634\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-09-07 05:12:29.000000+00:00\", \"2021-12-07 08:02:06.000000+00:00\"], \"session_ids\": [\"7a7d5de9-5b2f-4c6f-a43f-93661ecea358\", \"a74e1b2c-87e4-48ed-acd5-3010b9962cfa\"], \"total_duration\": 342.0, \"total_sessions\": 2, \"mean_week_duration\": 5.182}, \"23175\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2022-04-27 14:56:32.000000+00:00\", \"2020-06-19 21:53:49.000000+00:00\", \"2020-09-19 15:27:39.000000+00:00\"], \"session_ids\": [\"76b7ca11-6df8-492b-a70d-bd753d5b9fb8\", \"591332f9-f344-4f11-a9e3-725a488bd0f1\", \"20f66df9-73c6-4ace-b65a-feb67bd93918\"], \"total_duration\": 58.0, \"total_sessions\": 3, \"mean_week_duration\": 0.598}, \"2198\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-04-30 14:57:49.000000+00:00\", \"2020-03-31 11:17:53.000000+00:00\"], \"session_ids\": [\"792c37dc-52bd-44b3-84b1-53de1f90d74d\", \"8683e4da-e22e-4782-9b08-c07528d43a8a\"], \"total_duration\": 108.0, \"total_sessions\": 2, \"mean_week_duration\": 21.6}, \"66744\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-01-15 19:32:42.000000+00:00\", \"2020-02-01 18:17:10.000000+00:00\"], \"session_ids\": [\"fe6bf9ce-b390-4369-ba0e-234d9237a1ad\", \"ef215c8f-3668-4b4e-85a7-06bf921ab4ae\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 61.333}, \"61881\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-01-08 10:32:12.000000+00:00\", \"2021-07-02 12:33:04.000000+00:00\", \"2020-08-21 03:19:39.000000+00:00\", \"2022-12-12 20:50:03.000000+00:00\", \"2022-01-10 12:59:04.000000+00:00\", \"2022-05-25 03:38:49.000000+00:00\", \"2020-04-29 18:38:02.000000+00:00\", \"2020-06-28 01:36:08.000000+00:00\", \"2021-06-27 17:06:22.000000+00:00\", \"2023-05-22 19:23:12.000000+00:00\"], \"session_ids\": [\"c8340e8f-2427-4a70-a7d2-2a9aec61d54e\", \"ce63efd1-3407-47c7-943e-f5db4b675e1c\", \"64fed0b0-9a57-4c40-abd9-2cb8cebbd2b7\", \"1acf124a-cb3c-40d3-adb2-a52935485e02\", \"fe5fb545-6cd1-4261-a85c-e6d712bfb5b5\", \"37efc28e-5135-4af3-9101-c85469c40ee6\", \"63dff039-bbfb-4f9a-948d-40f6e4b49397\", \"b61a9d94-8d9a-4739-8318-633189c235a0\", \"10e12ab7-c5bf-4e2c-9d43-93f0defe4bd6\", \"a664f80a-4d84-4d40-94b5-11cd4bcf73bb\"], \"total_duration\": 38227.0, \"total_sessions\": 10, \"mean_week_duration\": 238.919}, \"54478\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-09-22 19:57:47.000000+00:00\", \"2021-06-10 02:04:12.000000+00:00\", \"2020-11-17 15:22:00.000000+00:00\"], \"session_ids\": [\"151cf72b-9db0-4b4a-96b4-a2c49ac28b89\", \"f4567726-0c9a-4da0-8810-b89c77328c36\", \"0145e50d-f5e9-4f41-8e2d-dc3cadd7907d\"], \"total_duration\": 624.0, \"total_sessions\": 3, \"mean_week_duration\": 13.867}, \"7496\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-05-03 04:20:17.000000+00:00\", \"2021-07-10 14:37:01.000000+00:00\", \"2021-11-15 03:23:50.000000+00:00\", \"2019-12-05 01:19:26.000000+00:00\", \"2022-05-15 19:04:59.000000+00:00\", \"2019-12-26 02:44:16.000000+00:00\", \"2019-03-24 19:46:05.000000+00:00\", \"2022-01-06 03:52:03.000000+00:00\", \"2023-06-05 15:07:54.000000+00:00\", \"2020-12-04 03:23:41.000000+00:00\"], \"session_ids\": [\"81b048d8-49ff-417d-9572-a72c1802b8ff\", \"66349514-9ff7-4572-a41a-9eb3c643d786\", \"2cc3b306-152e-4207-a287-b62b3418fc34\", \"08746658-d1af-495c-8f8e-e01fea7ded57\", \"f03c158f-795b-4218-ae34-89cd1c52daed\", \"fa63987f-978a-4886-a3b2-df1198630f2d\", \"03110e47-18a6-466d-b5fa-7d1af1d0f6a5\", \"ff628789-175c-4d19-a11c-0e8222366533\", \"68b68324-ac3c-487b-b0c3-a7dbdf1248ef\", \"d933e5f9-cf9f-4789-b4b0-dfa095c43bb1\"], \"total_duration\": 284.0, \"total_sessions\": 10, \"mean_week_duration\": 1.297}, \"40429\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-03 17:31:24.000000+00:00\", \"2022-11-30 01:37:00.000000+00:00\"], \"session_ids\": [\"db70e63a-5575-4e29-a500-a7602c4df8c8\", \"1bb93355-aab6-4058-9762-551939a265c0\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.45}, \"80033\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-10-09 19:31:10.000000+00:00\", \"2019-06-18 21:36:44.000000+00:00\", \"2019-08-09 03:12:23.000000+00:00\", \"2021-11-19 15:30:21.000000+00:00\", \"2021-11-10 13:57:56.000000+00:00\", \"2022-03-12 12:59:55.000000+00:00\"], \"session_ids\": [\"3e6514bd-6545-45af-b69d-095f964453c2\", \"284d2d62-ad5c-4d7e-83e4-b7443b1b5c81\", \"a9450439-97f9-4904-9291-ac74cf650f95\", \"e5d6b37f-d6f7-47fd-abc8-8882f9d72167\", \"4c7f01df-7519-4e03-ab7c-64f069b0358f\", \"8d2ee5bf-6614-4453-8da2-0e0833dae9b0\"], \"total_duration\": 45.0, \"total_sessions\": 6, \"mean_week_duration\": 0.315}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are Toronto, Lima"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Toronto\", \"Lima\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"40429\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-03 17:31:24.000000+00:00\", \"2022-11-30 01:37:00.000000+00:00\"], \"session_ids\": [\"db70e63a-5575-4e29-a500-a7602c4df8c8\", \"1bb93355-aab6-4058-9762-551939a265c0\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.45}, \"80033\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-10-09 19:31:10.000000+00:00\", \"2019-06-18 21:36:44.000000+00:00\", \"2019-08-09 03:12:23.000000+00:00\", \"2021-11-19 15:30:21.000000+00:00\", \"2021-11-10 13:57:56.000000+00:00\", \"2022-03-12 12:59:55.000000+00:00\"], \"session_ids\": [\"3e6514bd-6545-45af-b69d-095f964453c2\", \"284d2d62-ad5c-4d7e-83e4-b7443b1b5c81\", \"a9450439-97f9-4904-9291-ac74cf650f95\", \"e5d6b37f-d6f7-47fd-abc8-8882f9d72167\", \"4c7f01df-7519-4e03-ab7c-64f069b0358f\", \"8d2ee5bf-6614-4453-8da2-0e0833dae9b0\"], \"total_duration\": 45.0, \"total_sessions\": 6, \"mean_week_duration\": 0.315}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"80033\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-10-09 19:31:10.000000+00:00\", \"2019-06-18 21:36:44.000000+00:00\", \"2019-08-09 03:12:23.000000+00:00\", \"2021-11-19 15:30:21.000000+00:00\", \"2021-11-10 13:57:56.000000+00:00\", \"2022-03-12 12:59:55.000000+00:00\"], \"session_ids\": [\"3e6514bd-6545-45af-b69d-095f964453c2\", \"284d2d62-ad5c-4d7e-83e4-b7443b1b5c81\", \"a9450439-97f9-4904-9291-ac74cf650f95\", \"e5d6b37f-d6f7-47fd-abc8-8882f9d72167\", \"4c7f01df-7519-4e03-ab7c-64f069b0358f\", \"8d2ee5bf-6614-4453-8da2-0e0833dae9b0\"], \"total_duration\": 45.0, \"total_sessions\": 6, \"mean_week_duration\": 0.315}}, {\"40429\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-03 17:31:24.000000+00:00\", \"2022-11-30 01:37:00.000000+00:00\"], \"session_ids\": [\"db70e63a-5575-4e29-a500-a7602c4df8c8\", \"1bb93355-aab6-4058-9762-551939a265c0\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.45}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 1 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"80033\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-10-09 19:31:10.000000+00:00\", \"2019-06-18 21:36:44.000000+00:00\", \"2019-08-09 03:12:23.000000+00:00\", \"2021-11-19 15:30:21.000000+00:00\", \"2021-11-10 13:57:56.000000+00:00\", \"2022-03-12 12:59:55.000000+00:00\"], \"session_ids\": [\"3e6514bd-6545-45af-b69d-095f964453c2\", \"284d2d62-ad5c-4d7e-83e4-b7443b1b5c81\", \"a9450439-97f9-4904-9291-ac74cf650f95\", \"e5d6b37f-d6f7-47fd-abc8-8882f9d72167\", \"4c7f01df-7519-4e03-ab7c-64f069b0358f\", \"8d2ee5bf-6614-4453-8da2-0e0833dae9b0\"], \"total_duration\": 45.0, \"total_sessions\": 6, \"mean_week_duration\": 0.315}}]\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[{\"80033\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-10-09 19:31:10.000000+00:00\", \"2019-06-18 21:36:44.000000+00:00\", \"2019-08-09 03:12:23.000000+00:00\", \"2021-11-19 15:30:21.000000+00:00\", \"2021-11-10 13:57:56.000000+00:00\", \"2022-03-12 12:59:55.000000+00:00\"], \"session_ids\": [\"3e6514bd-6545-45af-b69d-095f964453c2\", \"284d2d62-ad5c-4d7e-83e4-b7443b1b5c81\", \"a9450439-97f9-4904-9291-ac74cf650f95\", \"e5d6b37f-d6f7-47fd-abc8-8882f9d72167\", \"4c7f01df-7519-4e03-ab7c-64f069b0358f\", \"8d2ee5bf-6614-4453-8da2-0e0833dae9b0\"], \"total_duration\": 45.0, \"total_sessions\": 6, \"mean_week_duration\": 0.315}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about users who are currently living in city Nairobi , moreover perform sorting by average of total time spent in the app per week in ascending 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{\"65129\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-10 13:54:00.000000+00:00\", \"2019-03-02 01:44:08.000000+00:00\"], \"session_ids\": [\"2638192c-e1d1-4718-893e-19ed6773f5cc\", \"56914e52-df02-4e9d-89d9-f18494469527\"], \"total_duration\": 94.0, \"total_sessions\": 2, \"mean_week_duration\": 0.595}, \"37904\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-06-29 19:28:50.000000+00:00\", \"2021-06-09 04:36:31.000000+00:00\", \"2020-01-19 05:26:57.000000+00:00\"], \"session_ids\": [\"eb400b26-b0ea-4cbe-88c4-50d5d61ec486\", \"255e7538-f0eb-4077-beb6-f2698c764979\", \"49903ff0-0742-47ae-be58-f5da5cfd9d7a\"], \"total_duration\": 228.0, \"total_sessions\": 3, \"mean_week_duration\": 3.0}, \"28376\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"New York City\", \"datetimes\": [\"2020-10-24 11:40:03.000000+00:00\", \"2021-12-12 16:23:43.000000+00:00\"], \"session_ids\": [\"8f835765-2c1a-4078-aac9-db16d5bd79ed\", \"95f6d527-0477-463c-8d77-678905a04f40\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 2.133}, \"73385\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 8, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-03-19 13:38:51.000000+00:00\", \"2020-04-03 14:37:41.000000+00:00\"], \"session_ids\": [\"3fcf75bd-6d76-48db-930b-60b0e00c40bf\", \"d8b649ed-6c2d-4cf8-beed-0e649a2398c7\"], \"total_duration\": 298.0, \"total_sessions\": 2, \"mean_week_duration\": 1.923}, \"68732\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-11-06 14:22:06.000000+00:00\", \"2020-04-03 22:00:43.000000+00:00\", \"2019-06-24 10:43:23.000000+00:00\", \"2021-01-03 18:39:56.000000+00:00\", \"2023-04-09 01:33:09.000000+00:00\", \"2022-12-05 10:01:29.000000+00:00\", \"2020-10-26 21:05:44.000000+00:00\"], \"session_ids\": [\"5477f47b-19de-4a74-bf43-24bbbc22d7cf\", \"e954e343-ed08-46e8-a0f9-56757ba2a83c\", \"2d47f46b-6068-402a-bf5a-dcbef5436c74\", \"a0596847-5bb4-475d-a74b-a9f2f61c716f\", \"da1cb9ee-6673-4e4f-b653-97c618007771\", \"aa60dcfe-e3bc-43e8-996e-d784d26b9732\", \"5bc470a8-128f-4366-aae7-21b4f695a1ed\"], \"total_duration\": 1512.0, \"total_sessions\": 7, \"mean_week_duration\": 7.636}, \"95840\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-18 05:36:16.000000+00:00\", \"2021-07-26 04:15:49.000000+00:00\", \"2022-05-13 03:46:19.000000+00:00\", \"2020-12-23 17:47:18.000000+00:00\"], \"session_ids\": [\"13e9fd9f-7e66-4b11-b899-4b89a1b63ec4\", \"dfd28ac8-03f3-478a-8a07-b105b69f1495\", \"24a4c9f4-2d4b-48e6-bb76-8755eb9bb675\", \"07e854ec-6053-4a1c-a8f7-c4c399d6225c\"], \"total_duration\": 57.0, \"total_sessions\": 4, \"mean_week_duration\": 0.781}, \"86850\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-03-10 18:01:21.000000+00:00\", \"2022-01-15 21:10:00.000000+00:00\"], \"session_ids\": [\"3be5c0ff-731f-4828-9bf0-5405afc4cced\", \"8cf322d3-e5c3-4e43-a895-04d0931aa75e\"], \"total_duration\": 433.0, \"total_sessions\": 2, \"mean_week_duration\": 4.464}, \"91366\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-03-07 20:28:24.000000+00:00\", \"2021-05-31 13:55:16.000000+00:00\"], \"session_ids\": [\"e4504d99-b3ee-4a37-85cb-ad7d71db6251\", \"3c3fee63-a0a5-4a66-972d-4ad1fa7a438f\"], \"total_duration\": 310.0, \"total_sessions\": 2, \"mean_week_duration\": 4.769}, \"4687\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-07-28 19:28:53.000000+00:00\", \"2021-07-04 10:41:29.000000+00:00\", \"2021-08-10 23:05:32.000000+00:00\", \"2021-07-14 15:00:20.000000+00:00\", \"2019-10-11 11:20:48.000000+00:00\", \"2021-06-04 19:46:24.000000+00:00\", \"2022-07-23 19:52:11.000000+00:00\", \"2022-02-13 08:18:06.000000+00:00\", \"2020-07-07 05:18:44.000000+00:00\", \"2020-01-20 09:25:41.000000+00:00\", \"2022-12-19 22:21:29.000000+00:00\"], \"session_ids\": [\"2d6a7d27-607f-487d-b37e-df3ffb21a8b8\", \"9b1c3bcf-4179-42be-a42d-ed77d6601b85\", \"d539f524-fd62-4cdb-b9c3-3ea772710fd3\", \"baf1f4f1-f751-4f80-a021-c40e1fb763b8\", \"a10b2490-baac-4555-8736-758f29e7e6c9\", \"47ca71dd-9f23-4f5b-8fd7-bb8dd9a2deba\", \"fc891756-1f40-4338-9e1e-1b74d940c4fe\", \"3e3972f2-cf55-4194-a77b-bf7676831b13\", \"5d718211-3962-4dd5-954b-2b6677ab6a0c\", \"12942631-f27f-4da7-9bfa-74c1e79d7ce4\", \"69df6642-a8d1-44cf-9eaf-1f141c093be5\"], \"total_duration\": 35797.0, \"total_sessions\": 11, \"mean_week_duration\": 214.353}, \"47758\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-11-14 02:43:43.000000+00:00\", \"2023-03-11 09:06:35.000000+00:00\"], \"session_ids\": [\"cf5f3671-0730-4a30-aae9-f2fa75db8d51\", \"48b46ad0-0c01-4b14-8a64-1346ff1f622a\"], \"total_duration\": 93.0, \"total_sessions\": 2, \"mean_week_duration\": 5.471}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is Nairobi"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Nairobi\"]]}}}\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 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": "I'm interested in learning about 8 users who aren't currently living in cities Guatemala City, San Juan, Singapore City, Rio de Janeiro , moreover sort by mean week duration descendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"17587\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2020-11-08 22:24:39.000000+00:00\", \"2021-09-09 15:21:44.000000+00:00\"], \"session_ids\": [\"399bca76-7f0e-49b6-abbf-ed331eb11e82\", \"017d1b22-96e1-47d2-bee5-b591d2145cba\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 3.795}, \"42060\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-09-06 07:45:23.000000+00:00\", \"2021-09-29 21:14:59.000000+00:00\", \"2022-07-11 05:56:55.000000+00:00\"], \"session_ids\": [\"78aba7a7-f554-4b37-8a29-5ce594372b12\", \"69b55fe3-e9a0-4676-a246-c9a3081721b9\", \"86d1dfd6-67b5-4311-bd97-cfb5a50edb3c\"], \"total_duration\": 468.0, \"total_sessions\": 3, \"mean_week_duration\": 3.141}, \"49682\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-06-30 01:45:30.000000+00:00\", \"2020-02-26 09:30:54.000000+00:00\"], \"session_ids\": [\"55bd17d2-5c2f-4f6d-a8d7-e67d5b2aebe8\", \"47c092f3-e613-46b5-a8bc-d30fc8b789c0\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 7.056}, \"86195\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-05-08 08:47:37.000000+00:00\", \"2021-07-01 07:06:05.000000+00:00\", \"2021-11-22 20:49:57.000000+00:00\"], \"session_ids\": [\"f43191ff-3797-4cba-b804-3586e1a6f923\", \"977adbc5-2341-4b9f-b0ad-9ff025cc128f\", \"681b6847-4df6-40f1-b717-04ec79db247a\"], \"total_duration\": 266.0, \"total_sessions\": 3, \"mean_week_duration\": 5.911}, \"74178\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-12-25 11:51:45.000000+00:00\", \"2022-05-05 05:19:11.000000+00:00\"], \"session_ids\": [\"349067a4-2663-4d67-b506-4d6c54bd63d9\", \"3b82c5b4-ed30-4587-bedc-44b7fec343d5\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 2.577}, \"11159\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-09-13 01:37:21.000000+00:00\", \"2021-09-13 16:50:02.000000+00:00\"], \"session_ids\": [\"762f34c8-e347-4f47-a069-faf07626c7aa\", \"d4f49d5d-cc6e-46f2-96fa-c49b7026e6db\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.321}, \"68776\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-05-21 10:09:15.000000+00:00\", \"2019-01-10 10:09:36.000000+00:00\", \"2022-11-26 02:58:04.000000+00:00\", \"2019-09-08 21:21:08.000000+00:00\", \"2020-02-17 10:28:18.000000+00:00\", \"2021-12-15 13:17:29.000000+00:00\"], \"session_ids\": [\"5847c1de-2209-4e72-972e-c2f74e85ce88\", \"a3f02fcc-f487-468e-9e07-142514e23fc2\", \"14b8dbe9-4f9b-4b8b-9e71-a6367467821c\", \"6b815d91-a852-4e8d-823b-030f9cd223d5\", \"7fb9789d-ee95-4d2d-861c-ab282531054c\", \"e10314ce-9866-418a-8533-61423f97258d\"], \"total_duration\": 100.0, \"total_sessions\": 6, \"mean_week_duration\": 0.493}, \"30897\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-02-16 16:48:25.000000+00:00\", \"2020-03-25 15:24:47.000000+00:00\", \"2023-03-15 03:09:02.000000+00:00\", \"2021-12-15 17:42:21.000000+00:00\"], \"session_ids\": [\"b4ebf692-efc1-4866-b307-c982d162a42d\", \"e6e09e3d-9214-45a6-a0b2-71732a48da6e\", \"10fad9b3-1c3e-4037-a0bd-15688e3c2ad2\", \"19225e9f-cd6e-4706-a5f4-230d4b2b0aa4\"], \"total_duration\": 1595.0, \"total_sessions\": 4, \"mean_week_duration\": 9.907}, \"94944\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-06-27 06:36:07.000000+00:00\", \"2021-03-04 05:39:43.000000+00:00\"], \"session_ids\": [\"00fe52b0-50b8-4290-bd74-4850446741c2\", \"77d8faf9-ee02-440f-9bb6-b7976dc47b63\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.591}, \"20878\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-06-10 03:41:09.000000+00:00\", \"2020-03-20 02:03:16.000000+00:00\"], \"session_ids\": [\"4cd44b13-96bb-4d5e-9946-d3594bf53b1b\", \"ba5e998d-efd7-47e6-af16-5a95200f5ecb\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 4.667}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Guatemala City, San Juan, Singapore City, Rio de Janeiro"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Guatemala City\", \"San Juan\", \"Singapore City\", \"Rio de Janeiro\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"17587\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2020-11-08 22:24:39.000000+00:00\", \"2021-09-09 15:21:44.000000+00:00\"], \"session_ids\": [\"399bca76-7f0e-49b6-abbf-ed331eb11e82\", \"017d1b22-96e1-47d2-bee5-b591d2145cba\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 3.795}, \"49682\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-06-30 01:45:30.000000+00:00\", \"2020-02-26 09:30:54.000000+00:00\"], \"session_ids\": [\"55bd17d2-5c2f-4f6d-a8d7-e67d5b2aebe8\", \"47c092f3-e613-46b5-a8bc-d30fc8b789c0\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 7.056}, \"86195\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-05-08 08:47:37.000000+00:00\", \"2021-07-01 07:06:05.000000+00:00\", \"2021-11-22 20:49:57.000000+00:00\"], \"session_ids\": [\"f43191ff-3797-4cba-b804-3586e1a6f923\", \"977adbc5-2341-4b9f-b0ad-9ff025cc128f\", \"681b6847-4df6-40f1-b717-04ec79db247a\"], \"total_duration\": 266.0, \"total_sessions\": 3, \"mean_week_duration\": 5.911}, \"74178\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-12-25 11:51:45.000000+00:00\", \"2022-05-05 05:19:11.000000+00:00\"], \"session_ids\": [\"349067a4-2663-4d67-b506-4d6c54bd63d9\", \"3b82c5b4-ed30-4587-bedc-44b7fec343d5\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 2.577}, \"11159\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-09-13 01:37:21.000000+00:00\", \"2021-09-13 16:50:02.000000+00:00\"], \"session_ids\": [\"762f34c8-e347-4f47-a069-faf07626c7aa\", \"d4f49d5d-cc6e-46f2-96fa-c49b7026e6db\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.321}, \"68776\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-05-21 10:09:15.000000+00:00\", \"2019-01-10 10:09:36.000000+00:00\", \"2022-11-26 02:58:04.000000+00:00\", \"2019-09-08 21:21:08.000000+00:00\", \"2020-02-17 10:28:18.000000+00:00\", \"2021-12-15 13:17:29.000000+00:00\"], \"session_ids\": [\"5847c1de-2209-4e72-972e-c2f74e85ce88\", \"a3f02fcc-f487-468e-9e07-142514e23fc2\", \"14b8dbe9-4f9b-4b8b-9e71-a6367467821c\", \"6b815d91-a852-4e8d-823b-030f9cd223d5\", \"7fb9789d-ee95-4d2d-861c-ab282531054c\", \"e10314ce-9866-418a-8533-61423f97258d\"], \"total_duration\": 100.0, \"total_sessions\": 6, \"mean_week_duration\": 0.493}, \"94944\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-06-27 06:36:07.000000+00:00\", \"2021-03-04 05:39:43.000000+00:00\"], \"session_ids\": [\"00fe52b0-50b8-4290-bd74-4850446741c2\", \"77d8faf9-ee02-440f-9bb6-b7976dc47b63\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.591}, \"20878\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-06-10 03:41:09.000000+00:00\", \"2020-03-20 02:03:16.000000+00:00\"], \"session_ids\": [\"4cd44b13-96bb-4d5e-9946-d3594bf53b1b\", \"ba5e998d-efd7-47e6-af16-5a95200f5ecb\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 4.667}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"49682\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-06-30 01:45:30.000000+00:00\", \"2020-02-26 09:30:54.000000+00:00\"], \"session_ids\": [\"55bd17d2-5c2f-4f6d-a8d7-e67d5b2aebe8\", \"47c092f3-e613-46b5-a8bc-d30fc8b789c0\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 7.056}}, {\"86195\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-05-08 08:47:37.000000+00:00\", \"2021-07-01 07:06:05.000000+00:00\", \"2021-11-22 20:49:57.000000+00:00\"], \"session_ids\": [\"f43191ff-3797-4cba-b804-3586e1a6f923\", \"977adbc5-2341-4b9f-b0ad-9ff025cc128f\", \"681b6847-4df6-40f1-b717-04ec79db247a\"], \"total_duration\": 266.0, \"total_sessions\": 3, \"mean_week_duration\": 5.911}}, {\"20878\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-06-10 03:41:09.000000+00:00\", \"2020-03-20 02:03:16.000000+00:00\"], \"session_ids\": [\"4cd44b13-96bb-4d5e-9946-d3594bf53b1b\", \"ba5e998d-efd7-47e6-af16-5a95200f5ecb\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 4.667}}, {\"17587\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2020-11-08 22:24:39.000000+00:00\", \"2021-09-09 15:21:44.000000+00:00\"], \"session_ids\": [\"399bca76-7f0e-49b6-abbf-ed331eb11e82\", \"017d1b22-96e1-47d2-bee5-b591d2145cba\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 3.795}}, {\"74178\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-12-25 11:51:45.000000+00:00\", \"2022-05-05 05:19:11.000000+00:00\"], \"session_ids\": [\"349067a4-2663-4d67-b506-4d6c54bd63d9\", \"3b82c5b4-ed30-4587-bedc-44b7fec343d5\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 2.577}}, {\"94944\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-06-27 06:36:07.000000+00:00\", \"2021-03-04 05:39:43.000000+00:00\"], \"session_ids\": [\"00fe52b0-50b8-4290-bd74-4850446741c2\", \"77d8faf9-ee02-440f-9bb6-b7976dc47b63\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.591}}, {\"68776\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-05-21 10:09:15.000000+00:00\", \"2019-01-10 10:09:36.000000+00:00\", \"2022-11-26 02:58:04.000000+00:00\", \"2019-09-08 21:21:08.000000+00:00\", \"2020-02-17 10:28:18.000000+00:00\", \"2021-12-15 13:17:29.000000+00:00\"], \"session_ids\": [\"5847c1de-2209-4e72-972e-c2f74e85ce88\", \"a3f02fcc-f487-468e-9e07-142514e23fc2\", \"14b8dbe9-4f9b-4b8b-9e71-a6367467821c\", \"6b815d91-a852-4e8d-823b-030f9cd223d5\", \"7fb9789d-ee95-4d2d-861c-ab282531054c\", \"e10314ce-9866-418a-8533-61423f97258d\"], \"total_duration\": 100.0, \"total_sessions\": 6, \"mean_week_duration\": 0.493}}, {\"11159\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-09-13 01:37:21.000000+00:00\", \"2021-09-13 16:50:02.000000+00:00\"], \"session_ids\": [\"762f34c8-e347-4f47-a069-faf07626c7aa\", \"d4f49d5d-cc6e-46f2-96fa-c49b7026e6db\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.321}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 8 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"49682\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-06-30 01:45:30.000000+00:00\", \"2020-02-26 09:30:54.000000+00:00\"], \"session_ids\": [\"55bd17d2-5c2f-4f6d-a8d7-e67d5b2aebe8\", \"47c092f3-e613-46b5-a8bc-d30fc8b789c0\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 7.056}}, {\"86195\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-05-08 08:47:37.000000+00:00\", \"2021-07-01 07:06:05.000000+00:00\", \"2021-11-22 20:49:57.000000+00:00\"], \"session_ids\": [\"f43191ff-3797-4cba-b804-3586e1a6f923\", \"977adbc5-2341-4b9f-b0ad-9ff025cc128f\", \"681b6847-4df6-40f1-b717-04ec79db247a\"], \"total_duration\": 266.0, \"total_sessions\": 3, \"mean_week_duration\": 5.911}}, {\"20878\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-06-10 03:41:09.000000+00:00\", \"2020-03-20 02:03:16.000000+00:00\"], \"session_ids\": [\"4cd44b13-96bb-4d5e-9946-d3594bf53b1b\", \"ba5e998d-efd7-47e6-af16-5a95200f5ecb\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 4.667}}, {\"17587\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2020-11-08 22:24:39.000000+00:00\", \"2021-09-09 15:21:44.000000+00:00\"], \"session_ids\": [\"399bca76-7f0e-49b6-abbf-ed331eb11e82\", \"017d1b22-96e1-47d2-bee5-b591d2145cba\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 3.795}}, {\"74178\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-12-25 11:51:45.000000+00:00\", \"2022-05-05 05:19:11.000000+00:00\"], \"session_ids\": [\"349067a4-2663-4d67-b506-4d6c54bd63d9\", \"3b82c5b4-ed30-4587-bedc-44b7fec343d5\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 2.577}}, {\"94944\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-06-27 06:36:07.000000+00:00\", \"2021-03-04 05:39:43.000000+00:00\"], \"session_ids\": [\"00fe52b0-50b8-4290-bd74-4850446741c2\", \"77d8faf9-ee02-440f-9bb6-b7976dc47b63\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.591}}, {\"68776\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-05-21 10:09:15.000000+00:00\", \"2019-01-10 10:09:36.000000+00:00\", \"2022-11-26 02:58:04.000000+00:00\", \"2019-09-08 21:21:08.000000+00:00\", \"2020-02-17 10:28:18.000000+00:00\", \"2021-12-15 13:17:29.000000+00:00\"], \"session_ids\": [\"5847c1de-2209-4e72-972e-c2f74e85ce88\", \"a3f02fcc-f487-468e-9e07-142514e23fc2\", \"14b8dbe9-4f9b-4b8b-9e71-a6367467821c\", \"6b815d91-a852-4e8d-823b-030f9cd223d5\", \"7fb9789d-ee95-4d2d-861c-ab282531054c\", \"e10314ce-9866-418a-8533-61423f97258d\"], \"total_duration\": 100.0, \"total_sessions\": 6, \"mean_week_duration\": 0.493}}, {\"11159\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-09-13 01:37:21.000000+00:00\", \"2021-09-13 16:50:02.000000+00:00\"], \"session_ids\": [\"762f34c8-e347-4f47-a069-faf07626c7aa\", \"d4f49d5d-cc6e-46f2-96fa-c49b7026e6db\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.321}}]\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[{\"49682\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-06-30 01:45:30.000000+00:00\", \"2020-02-26 09:30:54.000000+00:00\"], \"session_ids\": [\"55bd17d2-5c2f-4f6d-a8d7-e67d5b2aebe8\", \"47c092f3-e613-46b5-a8bc-d30fc8b789c0\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 7.056}}, {\"86195\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-05-08 08:47:37.000000+00:00\", \"2021-07-01 07:06:05.000000+00:00\", \"2021-11-22 20:49:57.000000+00:00\"], \"session_ids\": [\"f43191ff-3797-4cba-b804-3586e1a6f923\", \"977adbc5-2341-4b9f-b0ad-9ff025cc128f\", \"681b6847-4df6-40f1-b717-04ec79db247a\"], \"total_duration\": 266.0, \"total_sessions\": 3, \"mean_week_duration\": 5.911}}, {\"20878\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-06-10 03:41:09.000000+00:00\", \"2020-03-20 02:03:16.000000+00:00\"], \"session_ids\": [\"4cd44b13-96bb-4d5e-9946-d3594bf53b1b\", \"ba5e998d-efd7-47e6-af16-5a95200f5ecb\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 4.667}}, {\"17587\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2020-11-08 22:24:39.000000+00:00\", \"2021-09-09 15:21:44.000000+00:00\"], \"session_ids\": [\"399bca76-7f0e-49b6-abbf-ed331eb11e82\", \"017d1b22-96e1-47d2-bee5-b591d2145cba\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 3.795}}, {\"74178\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-12-25 11:51:45.000000+00:00\", \"2022-05-05 05:19:11.000000+00:00\"], \"session_ids\": [\"349067a4-2663-4d67-b506-4d6c54bd63d9\", \"3b82c5b4-ed30-4587-bedc-44b7fec343d5\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 2.577}}, {\"94944\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-06-27 06:36:07.000000+00:00\", \"2021-03-04 05:39:43.000000+00:00\"], \"session_ids\": [\"00fe52b0-50b8-4290-bd74-4850446741c2\", \"77d8faf9-ee02-440f-9bb6-b7976dc47b63\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.591}}, {\"68776\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-05-21 10:09:15.000000+00:00\", \"2019-01-10 10:09:36.000000+00:00\", \"2022-11-26 02:58:04.000000+00:00\", \"2019-09-08 21:21:08.000000+00:00\", \"2020-02-17 10:28:18.000000+00:00\", \"2021-12-15 13:17:29.000000+00:00\"], \"session_ids\": [\"5847c1de-2209-4e72-972e-c2f74e85ce88\", \"a3f02fcc-f487-468e-9e07-142514e23fc2\", \"14b8dbe9-4f9b-4b8b-9e71-a6367467821c\", \"6b815d91-a852-4e8d-823b-030f9cd223d5\", \"7fb9789d-ee95-4d2d-861c-ab282531054c\", \"e10314ce-9866-418a-8533-61423f97258d\"], \"total_duration\": 100.0, \"total_sessions\": 6, \"mean_week_duration\": 0.493}}, {\"11159\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-09-13 01:37:21.000000+00:00\", \"2021-09-13 16:50:02.000000+00:00\"], \"session_ids\": [\"762f34c8-e347-4f47-a069-faf07626c7aa\", \"d4f49d5d-cc6e-46f2-96fa-c49b7026e6db\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.321}}]\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 3 users with a overall duration of sessions per week that is higher than 11, exclusive num 11 , moreover implement sorting by town center name in ascending order , moreover provide me only with 3 pieces of data."
}
] |
[
{
"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{\"53290\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-06-15 10:14:02.000000+00:00\", \"2020-12-29 10:09:46.000000+00:00\"], \"session_ids\": [\"b1f5ce02-b9dd-4f79-9a1a-041388d98c31\", \"a9db0a3c-6c20-477b-b496-4b853f00bb06\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.605}, \"15544\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-11-28 15:22:40.000000+00:00\", \"2019-08-07 00:09:12.000000+00:00\"], \"session_ids\": [\"1dc20fca-ac7b-49da-8455-4bb2542eb35f\", \"efd93cb4-c780-47ba-982f-48c23fa41b97\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 12.059}, \"69702\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-03-05 16:18:23.000000+00:00\", \"2023-04-22 03:41:59.000000+00:00\", \"2020-01-16 21:40:22.000000+00:00\", \"2022-10-28 18:20:30.000000+00:00\"], \"session_ids\": [\"98cc8f22-070a-4a1b-bab9-f1855812f8a1\", \"2e50dcd9-c889-4fc9-bd01-c0a260861c75\", \"10e602f3-8738-4c0d-8a0d-dd51aa2cdaa5\", \"464b0315-9934-4154-a30b-1a0445563237\"], \"total_duration\": 35.0, \"total_sessions\": 4, \"mean_week_duration\": 0.205}, \"60925\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-08-09 07:01:29.000000+00:00\", \"2022-04-19 18:47:55.000000+00:00\", \"2021-10-21 05:34:06.000000+00:00\", \"2021-08-21 11:44:33.000000+00:00\", \"2023-05-24 00:44:07.000000+00:00\", \"2021-06-24 17:29:18.000000+00:00\"], \"session_ids\": [\"cf4291dd-555f-4672-8f25-2b70e007bff1\", \"ddd08e36-2c8a-4e2c-a4c9-c8e7384b5f90\", \"84467f2b-4b82-46d1-b55e-32a977841ff8\", \"82b8eac7-d4de-4158-87f8-6a63e35a029e\", \"e334a00b-557f-475c-9cc9-7e14729cffaf\", \"ff0d8dc1-b65c-43a8-9735-b84c9cb32098\"], \"total_duration\": 2361.0, \"total_sessions\": 6, \"mean_week_duration\": 16.171}, \"85593\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-21 11:00:25.000000+00:00\", \"2022-07-18 23:03:10.000000+00:00\", \"2020-04-09 19:44:00.000000+00:00\", \"2023-01-24 12:35:30.000000+00:00\", \"2020-08-06 13:22:38.000000+00:00\"], \"session_ids\": [\"d1cbd0e9-664d-431b-961d-26a7b9789905\", \"14a5e9d5-4dfa-4db6-b95c-31f434424fc9\", \"9a247b0d-0a6b-46d8-981a-91a772216e53\", \"78f91160-0cfb-4b72-b368-61748faa031b\", \"97736741-1775-4ebe-8380-f2e0d6c18f40\"], \"total_duration\": 2413.0, \"total_sessions\": 5, \"mean_week_duration\": 16.527}, \"57190\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-23 22:21:26.000000+00:00\", \"2021-07-22 22:14:21.000000+00:00\"], \"session_ids\": [\"d749e634-5ff9-4db7-9cd1-98f28d0cd581\", \"e0a854c1-dd85-4ae8-9d3f-6307006c864f\"], \"total_duration\": 458.0, \"total_sessions\": 2, \"mean_week_duration\": 7.387}, \"73756\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-08-16 13:31:59.000000+00:00\", \"2019-12-03 10:08:57.000000+00:00\", \"2020-06-08 06:12:01.000000+00:00\", \"2022-01-17 14:34:44.000000+00:00\", \"2019-03-14 23:59:35.000000+00:00\", \"2021-02-01 23:19:23.000000+00:00\", \"2022-07-15 20:29:11.000000+00:00\", \"2023-02-11 14:59:46.000000+00:00\"], \"session_ids\": [\"d32087a2-d0eb-48ee-b3ab-06a64aa16a8f\", \"02fb675d-3fe5-415c-b5a3-b9f4c5a8a3f5\", \"76754dd6-8182-4b41-a746-09816223cb9a\", \"999ceb07-8188-4c93-83ef-2aca8d6aed9a\", \"aeb80ae8-251c-4399-bd5b-bf4b0a147477\", \"2b0b573b-3489-4f26-a4a1-b830a5d1c763\", \"352969aa-1a3e-4fda-a7c0-ca332cad10a7\", \"29a4275b-f3be-4761-860d-aa2d0fba7ab0\"], \"total_duration\": 1802.0, \"total_sessions\": 8, \"mean_week_duration\": 8.79}, \"47348\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-02-16 20:28:22.000000+00:00\", \"2020-05-15 15:41:13.000000+00:00\", \"2020-08-28 05:21:52.000000+00:00\"], \"session_ids\": [\"7ad7fa09-f3d3-4e8a-b3f6-3098a5e10fc2\", \"d05ae1f8-7a47-4e2e-aaa1-0045dcbd886a\", \"9d8c77c8-7d6e-493a-b77e-4ae8fe43a331\"], \"total_duration\": 274.0, \"total_sessions\": 3, \"mean_week_duration\": 6.85}, \"95872\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-04-01 19:02:46.000000+00:00\", \"2020-04-27 18:05:13.000000+00:00\"], \"session_ids\": [\"c1e4e128-82bc-4df9-b60c-397c87c38a8f\", \"eea4f819-fa75-4a97-8b1f-f9fa5470819d\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 20.5}, \"46220\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-09-30 22:39:39.000000+00:00\", \"2023-06-22 06:00:56.000000+00:00\", \"2021-02-08 05:58:36.000000+00:00\", \"2023-01-10 09:46:10.000000+00:00\", \"2020-05-25 23:47:28.000000+00:00\", \"2022-05-12 20:58:58.000000+00:00\"], \"session_ids\": [\"bd4f6d45-5878-45ef-8b0f-7d19c7bef157\", \"f52d2666-ee87-4e3b-9592-ac13178c75b5\", \"479f61a9-330f-43a1-94f7-5a9e184f22d1\", \"adf6d5bf-6003-4251-b96c-97bcf622c8dc\", \"d2601cee-500d-403c-81da-b64f57a278f6\", \"76168bc9-3179-4f41-8f50-1279dfe1da10\"], \"total_duration\": 1239.0, \"total_sessions\": 6, \"mean_week_duration\": 6.354}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are greater than 11"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\"]]}, \"all_values\": {\"mean_week_duration\": [[11, 48]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"15544\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-11-28 15:22:40.000000+00:00\", \"2019-08-07 00:09:12.000000+00:00\"], \"session_ids\": [\"1dc20fca-ac7b-49da-8455-4bb2542eb35f\", \"efd93cb4-c780-47ba-982f-48c23fa41b97\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 12.059}, \"60925\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-08-09 07:01:29.000000+00:00\", \"2022-04-19 18:47:55.000000+00:00\", \"2021-10-21 05:34:06.000000+00:00\", \"2021-08-21 11:44:33.000000+00:00\", \"2023-05-24 00:44:07.000000+00:00\", \"2021-06-24 17:29:18.000000+00:00\"], \"session_ids\": [\"cf4291dd-555f-4672-8f25-2b70e007bff1\", \"ddd08e36-2c8a-4e2c-a4c9-c8e7384b5f90\", \"84467f2b-4b82-46d1-b55e-32a977841ff8\", \"82b8eac7-d4de-4158-87f8-6a63e35a029e\", \"e334a00b-557f-475c-9cc9-7e14729cffaf\", \"ff0d8dc1-b65c-43a8-9735-b84c9cb32098\"], \"total_duration\": 2361.0, \"total_sessions\": 6, \"mean_week_duration\": 16.171}, \"85593\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-21 11:00:25.000000+00:00\", \"2022-07-18 23:03:10.000000+00:00\", \"2020-04-09 19:44:00.000000+00:00\", \"2023-01-24 12:35:30.000000+00:00\", \"2020-08-06 13:22:38.000000+00:00\"], \"session_ids\": [\"d1cbd0e9-664d-431b-961d-26a7b9789905\", \"14a5e9d5-4dfa-4db6-b95c-31f434424fc9\", \"9a247b0d-0a6b-46d8-981a-91a772216e53\", \"78f91160-0cfb-4b72-b368-61748faa031b\", \"97736741-1775-4ebe-8380-f2e0d6c18f40\"], \"total_duration\": 2413.0, \"total_sessions\": 5, \"mean_week_duration\": 16.527}, \"95872\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-04-01 19:02:46.000000+00:00\", \"2020-04-27 18:05:13.000000+00:00\"], \"session_ids\": [\"c1e4e128-82bc-4df9-b60c-397c87c38a8f\", \"eea4f819-fa75-4a97-8b1f-f9fa5470819d\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 20.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"95872\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-04-01 19:02:46.000000+00:00\", \"2020-04-27 18:05:13.000000+00:00\"], \"session_ids\": [\"c1e4e128-82bc-4df9-b60c-397c87c38a8f\", \"eea4f819-fa75-4a97-8b1f-f9fa5470819d\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 20.5}}, {\"60925\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-08-09 07:01:29.000000+00:00\", \"2022-04-19 18:47:55.000000+00:00\", \"2021-10-21 05:34:06.000000+00:00\", \"2021-08-21 11:44:33.000000+00:00\", \"2023-05-24 00:44:07.000000+00:00\", \"2021-06-24 17:29:18.000000+00:00\"], \"session_ids\": [\"cf4291dd-555f-4672-8f25-2b70e007bff1\", \"ddd08e36-2c8a-4e2c-a4c9-c8e7384b5f90\", \"84467f2b-4b82-46d1-b55e-32a977841ff8\", \"82b8eac7-d4de-4158-87f8-6a63e35a029e\", \"e334a00b-557f-475c-9cc9-7e14729cffaf\", \"ff0d8dc1-b65c-43a8-9735-b84c9cb32098\"], \"total_duration\": 2361.0, \"total_sessions\": 6, \"mean_week_duration\": 16.171}}, {\"85593\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-21 11:00:25.000000+00:00\", \"2022-07-18 23:03:10.000000+00:00\", \"2020-04-09 19:44:00.000000+00:00\", \"2023-01-24 12:35:30.000000+00:00\", \"2020-08-06 13:22:38.000000+00:00\"], \"session_ids\": [\"d1cbd0e9-664d-431b-961d-26a7b9789905\", \"14a5e9d5-4dfa-4db6-b95c-31f434424fc9\", \"9a247b0d-0a6b-46d8-981a-91a772216e53\", \"78f91160-0cfb-4b72-b368-61748faa031b\", \"97736741-1775-4ebe-8380-f2e0d6c18f40\"], \"total_duration\": 2413.0, \"total_sessions\": 5, \"mean_week_duration\": 16.527}}, {\"15544\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-11-28 15:22:40.000000+00:00\", \"2019-08-07 00:09:12.000000+00:00\"], \"session_ids\": [\"1dc20fca-ac7b-49da-8455-4bb2542eb35f\", \"efd93cb4-c780-47ba-982f-48c23fa41b97\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 12.059}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"95872\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-04-01 19:02:46.000000+00:00\", \"2020-04-27 18:05:13.000000+00:00\"], \"session_ids\": [\"c1e4e128-82bc-4df9-b60c-397c87c38a8f\", \"eea4f819-fa75-4a97-8b1f-f9fa5470819d\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 20.5}}, {\"60925\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-08-09 07:01:29.000000+00:00\", \"2022-04-19 18:47:55.000000+00:00\", \"2021-10-21 05:34:06.000000+00:00\", \"2021-08-21 11:44:33.000000+00:00\", \"2023-05-24 00:44:07.000000+00:00\", \"2021-06-24 17:29:18.000000+00:00\"], \"session_ids\": [\"cf4291dd-555f-4672-8f25-2b70e007bff1\", \"ddd08e36-2c8a-4e2c-a4c9-c8e7384b5f90\", \"84467f2b-4b82-46d1-b55e-32a977841ff8\", \"82b8eac7-d4de-4158-87f8-6a63e35a029e\", \"e334a00b-557f-475c-9cc9-7e14729cffaf\", \"ff0d8dc1-b65c-43a8-9735-b84c9cb32098\"], \"total_duration\": 2361.0, \"total_sessions\": 6, \"mean_week_duration\": 16.171}}, {\"85593\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-21 11:00:25.000000+00:00\", \"2022-07-18 23:03:10.000000+00:00\", \"2020-04-09 19:44:00.000000+00:00\", \"2023-01-24 12:35:30.000000+00:00\", \"2020-08-06 13:22:38.000000+00:00\"], \"session_ids\": [\"d1cbd0e9-664d-431b-961d-26a7b9789905\", \"14a5e9d5-4dfa-4db6-b95c-31f434424fc9\", \"9a247b0d-0a6b-46d8-981a-91a772216e53\", \"78f91160-0cfb-4b72-b368-61748faa031b\", \"97736741-1775-4ebe-8380-f2e0d6c18f40\"], \"total_duration\": 2413.0, \"total_sessions\": 5, \"mean_week_duration\": 16.527}}]\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[{\"95872\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-04-01 19:02:46.000000+00:00\", \"2020-04-27 18:05:13.000000+00:00\"], \"session_ids\": [\"c1e4e128-82bc-4df9-b60c-397c87c38a8f\", \"eea4f819-fa75-4a97-8b1f-f9fa5470819d\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 20.5}}, {\"60925\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-08-09 07:01:29.000000+00:00\", \"2022-04-19 18:47:55.000000+00:00\", \"2021-10-21 05:34:06.000000+00:00\", \"2021-08-21 11:44:33.000000+00:00\", \"2023-05-24 00:44:07.000000+00:00\", \"2021-06-24 17:29:18.000000+00:00\"], \"session_ids\": [\"cf4291dd-555f-4672-8f25-2b70e007bff1\", \"ddd08e36-2c8a-4e2c-a4c9-c8e7384b5f90\", \"84467f2b-4b82-46d1-b55e-32a977841ff8\", \"82b8eac7-d4de-4158-87f8-6a63e35a029e\", \"e334a00b-557f-475c-9cc9-7e14729cffaf\", \"ff0d8dc1-b65c-43a8-9735-b84c9cb32098\"], \"total_duration\": 2361.0, \"total_sessions\": 6, \"mean_week_duration\": 16.171}}, {\"85593\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-21 11:00:25.000000+00:00\", \"2022-07-18 23:03:10.000000+00:00\", \"2020-04-09 19:44:00.000000+00:00\", \"2023-01-24 12:35:30.000000+00:00\", \"2020-08-06 13:22:38.000000+00:00\"], \"session_ids\": [\"d1cbd0e9-664d-431b-961d-26a7b9789905\", \"14a5e9d5-4dfa-4db6-b95c-31f434424fc9\", \"9a247b0d-0a6b-46d8-981a-91a772216e53\", \"78f91160-0cfb-4b72-b368-61748faa031b\", \"97736741-1775-4ebe-8380-f2e0d6c18f40\"], \"total_duration\": 2413.0, \"total_sessions\": 5, \"mean_week_duration\": 16.527}}]\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 aver of time using the app per week is smaller than 24 ( not including) also put to use sorting by median of duration of sessions per week in asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"89161\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 5}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-03-24 14:28:37.000000+00:00\", \"2023-04-05 03:17:36.000000+00:00\"], \"session_ids\": [\"de81c2bb-40cb-4f55-85e6-b107df77414d\", \"54068a4f-aaa3-4acc-8ec9-ef17c1815122\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.593}, \"60727\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-08-17 18:53:57.000000+00:00\", \"2020-04-13 03:28:06.000000+00:00\", \"2020-07-12 19:54:33.000000+00:00\", \"2023-02-27 09:47:45.000000+00:00\", \"2022-05-13 06:55:59.000000+00:00\"], \"session_ids\": [\"6152750a-1250-447d-b7ef-3a2165d25df2\", \"fe61e111-f4a4-4bfd-83c8-36fac95d7ccc\", \"b37840cb-eaa4-4b05-a522-8a2cc3ccb339\", \"92c9c2e3-93df-414f-bb64-75ee13747c02\", \"14a21f9e-5a9f-4914-9905-0c424806830d\"], \"total_duration\": 410.0, \"total_sessions\": 5, \"mean_week_duration\": 2.216}, \"39073\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-05-25 02:40:37.000000+00:00\", \"2019-09-01 18:33:26.000000+00:00\", \"2019-05-24 13:48:34.000000+00:00\", \"2019-07-05 18:00:59.000000+00:00\", \"2019-02-12 07:39:44.000000+00:00\", \"2022-10-26 10:19:47.000000+00:00\", \"2021-12-06 08:07:32.000000+00:00\"], \"session_ids\": [\"1b33ac4e-e0be-4d72-8e7d-44465eb46f34\", \"102d7d79-549a-43e9-964e-c48f3586b44f\", \"e0d7ce0e-1629-453d-893e-cd8a863595fa\", \"640e9547-f707-42f1-8047-e719771950f3\", \"3b19e21b-5f20-4c25-9c1d-09271865062f\", \"1b4fd536-95fd-4d62-a931-686e54cb8241\", \"313ca3b8-06d3-4f3f-a0a2-564f8bdad68e\"], \"total_duration\": 1198.0, \"total_sessions\": 7, \"mean_week_duration\": 6.175}, \"37587\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-05-01 13:30:47.000000+00:00\", \"2020-11-17 00:53:15.000000+00:00\"], \"session_ids\": [\"2893b471-829b-4073-8269-1a044482f132\", \"9f0bff2d-e701-4c7b-950d-a91574d5da3f\"], \"total_duration\": 353.0, \"total_sessions\": 2, \"mean_week_duration\": 14.708}, \"24426\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-02-23 20:59:34.000000+00:00\", \"2022-07-02 21:52:19.000000+00:00\"], \"session_ids\": [\"c0e01855-6951-46c8-b950-536419651c60\", \"6a635c54-623a-4516-a328-025c545fa759\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 0.805}, \"16298\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-02-01 13:40:29.000000+00:00\", \"2019-05-17 01:18:21.000000+00:00\"], \"session_ids\": [\"cd7ff440-6056-4937-8d41-7d3e09f6a3ab\", \"27f58884-e29e-49ec-844b-d561bc8c9d80\"], \"total_duration\": 485.0, \"total_sessions\": 2, \"mean_week_duration\": 3.415}, \"67165\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-10-13 19:06:06.000000+00:00\", \"2020-11-28 09:27:52.000000+00:00\", \"2021-02-23 08:06:28.000000+00:00\"], \"session_ids\": [\"bd3e0910-b184-465e-b052-53b6259ec1be\", \"a976fecc-5b05-4dc7-87c1-6ec2efc1e54d\", \"d29dca0a-bfc3-4ddc-a60f-763d6d014ec2\"], \"total_duration\": 301.0, \"total_sessions\": 3, \"mean_week_duration\": 15.842}, \"11464\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-10-26 18:52:09.000000+00:00\", \"2019-06-14 08:56:56.000000+00:00\"], \"session_ids\": [\"8bfc2512-d5d5-405b-b16c-e81b7bec7974\", \"0687cc1d-b396-46bf-8214-35287c024dfc\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.142}, \"30515\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-09-01 07:53:36.000000+00:00\", \"2019-09-13 08:13:49.000000+00:00\", \"2022-06-15 13:45:56.000000+00:00\"], \"session_ids\": [\"1389587a-b9ed-4d3a-8ea2-33460e0a293d\", \"c5afc2c9-9249-4588-ab2a-2f9f54a9b7be\", \"c1a06840-15eb-462e-b1d1-d416e5f44f3f\"], \"total_duration\": 232.0, \"total_sessions\": 3, \"mean_week_duration\": 1.497}, \"6144\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-22 21:19:38.000000+00:00\", \"2020-08-31 07:17:19.000000+00:00\", \"2019-07-13 10:12:49.000000+00:00\", \"2022-07-16 18:06:32.000000+00:00\", \"2022-04-07 16:43:44.000000+00:00\", \"2020-05-25 17:47:57.000000+00:00\", \"2021-11-30 09:49:58.000000+00:00\", \"2021-08-06 16:18:18.000000+00:00\", \"2020-02-20 08:35:32.000000+00:00\", \"2020-01-06 15:57:11.000000+00:00\"], \"session_ids\": [\"800a7c11-7e91-4c45-8218-ccd561be9d20\", \"765bdc80-a87f-4a62-945a-0f4f0a7a3cd3\", \"e212c744-c1cd-473f-a541-b420eda3fd97\", \"7d850017-2bdf-4be4-8891-9311f9c0b027\", \"38524bfe-c628-4a09-8960-fd3cf4d51e08\", \"f34d874b-186d-470e-92d3-ff431b6b4374\", \"f8b44a2a-495a-44bc-b806-e62fe4001fd0\", \"6ff922f9-36b7-4dfb-bc8a-f2552ce6789c\", \"0be6c1c0-8cb1-48d8-a8f6-65cbd6008259\", \"b8854a4c-afab-488c-bbb6-6f7226a360f7\"], \"total_duration\": 99.0, \"total_sessions\": 10, \"mean_week_duration\": 0.631}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are less than 24"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\"]]}, \"all_values\": {\"mean_week_duration\": [[24, 27]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"89161\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 5}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-03-24 14:28:37.000000+00:00\", \"2023-04-05 03:17:36.000000+00:00\"], \"session_ids\": [\"de81c2bb-40cb-4f55-85e6-b107df77414d\", \"54068a4f-aaa3-4acc-8ec9-ef17c1815122\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.593}, \"60727\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-08-17 18:53:57.000000+00:00\", \"2020-04-13 03:28:06.000000+00:00\", \"2020-07-12 19:54:33.000000+00:00\", \"2023-02-27 09:47:45.000000+00:00\", \"2022-05-13 06:55:59.000000+00:00\"], \"session_ids\": [\"6152750a-1250-447d-b7ef-3a2165d25df2\", \"fe61e111-f4a4-4bfd-83c8-36fac95d7ccc\", \"b37840cb-eaa4-4b05-a522-8a2cc3ccb339\", \"92c9c2e3-93df-414f-bb64-75ee13747c02\", \"14a21f9e-5a9f-4914-9905-0c424806830d\"], \"total_duration\": 410.0, \"total_sessions\": 5, \"mean_week_duration\": 2.216}, \"39073\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-05-25 02:40:37.000000+00:00\", \"2019-09-01 18:33:26.000000+00:00\", \"2019-05-24 13:48:34.000000+00:00\", \"2019-07-05 18:00:59.000000+00:00\", \"2019-02-12 07:39:44.000000+00:00\", \"2022-10-26 10:19:47.000000+00:00\", \"2021-12-06 08:07:32.000000+00:00\"], \"session_ids\": [\"1b33ac4e-e0be-4d72-8e7d-44465eb46f34\", \"102d7d79-549a-43e9-964e-c48f3586b44f\", \"e0d7ce0e-1629-453d-893e-cd8a863595fa\", \"640e9547-f707-42f1-8047-e719771950f3\", \"3b19e21b-5f20-4c25-9c1d-09271865062f\", \"1b4fd536-95fd-4d62-a931-686e54cb8241\", \"313ca3b8-06d3-4f3f-a0a2-564f8bdad68e\"], \"total_duration\": 1198.0, \"total_sessions\": 7, \"mean_week_duration\": 6.175}, \"37587\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-05-01 13:30:47.000000+00:00\", \"2020-11-17 00:53:15.000000+00:00\"], \"session_ids\": [\"2893b471-829b-4073-8269-1a044482f132\", \"9f0bff2d-e701-4c7b-950d-a91574d5da3f\"], \"total_duration\": 353.0, \"total_sessions\": 2, \"mean_week_duration\": 14.708}, \"24426\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-02-23 20:59:34.000000+00:00\", \"2022-07-02 21:52:19.000000+00:00\"], \"session_ids\": [\"c0e01855-6951-46c8-b950-536419651c60\", \"6a635c54-623a-4516-a328-025c545fa759\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 0.805}, \"16298\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-02-01 13:40:29.000000+00:00\", \"2019-05-17 01:18:21.000000+00:00\"], \"session_ids\": [\"cd7ff440-6056-4937-8d41-7d3e09f6a3ab\", \"27f58884-e29e-49ec-844b-d561bc8c9d80\"], \"total_duration\": 485.0, \"total_sessions\": 2, \"mean_week_duration\": 3.415}, \"67165\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-10-13 19:06:06.000000+00:00\", \"2020-11-28 09:27:52.000000+00:00\", \"2021-02-23 08:06:28.000000+00:00\"], \"session_ids\": [\"bd3e0910-b184-465e-b052-53b6259ec1be\", \"a976fecc-5b05-4dc7-87c1-6ec2efc1e54d\", \"d29dca0a-bfc3-4ddc-a60f-763d6d014ec2\"], \"total_duration\": 301.0, \"total_sessions\": 3, \"mean_week_duration\": 15.842}, \"11464\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-10-26 18:52:09.000000+00:00\", \"2019-06-14 08:56:56.000000+00:00\"], \"session_ids\": [\"8bfc2512-d5d5-405b-b16c-e81b7bec7974\", \"0687cc1d-b396-46bf-8214-35287c024dfc\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.142}, \"30515\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-09-01 07:53:36.000000+00:00\", \"2019-09-13 08:13:49.000000+00:00\", \"2022-06-15 13:45:56.000000+00:00\"], \"session_ids\": [\"1389587a-b9ed-4d3a-8ea2-33460e0a293d\", \"c5afc2c9-9249-4588-ab2a-2f9f54a9b7be\", \"c1a06840-15eb-462e-b1d1-d416e5f44f3f\"], \"total_duration\": 232.0, \"total_sessions\": 3, \"mean_week_duration\": 1.497}, \"6144\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-22 21:19:38.000000+00:00\", \"2020-08-31 07:17:19.000000+00:00\", \"2019-07-13 10:12:49.000000+00:00\", \"2022-07-16 18:06:32.000000+00:00\", \"2022-04-07 16:43:44.000000+00:00\", \"2020-05-25 17:47:57.000000+00:00\", \"2021-11-30 09:49:58.000000+00:00\", \"2021-08-06 16:18:18.000000+00:00\", \"2020-02-20 08:35:32.000000+00:00\", \"2020-01-06 15:57:11.000000+00:00\"], \"session_ids\": [\"800a7c11-7e91-4c45-8218-ccd561be9d20\", \"765bdc80-a87f-4a62-945a-0f4f0a7a3cd3\", \"e212c744-c1cd-473f-a541-b420eda3fd97\", \"7d850017-2bdf-4be4-8891-9311f9c0b027\", \"38524bfe-c628-4a09-8960-fd3cf4d51e08\", \"f34d874b-186d-470e-92d3-ff431b6b4374\", \"f8b44a2a-495a-44bc-b806-e62fe4001fd0\", \"6ff922f9-36b7-4dfb-bc8a-f2552ce6789c\", \"0be6c1c0-8cb1-48d8-a8f6-65cbd6008259\", \"b8854a4c-afab-488c-bbb6-6f7226a360f7\"], \"total_duration\": 99.0, \"total_sessions\": 10, \"mean_week_duration\": 0.631}}\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[{\"11464\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-10-26 18:52:09.000000+00:00\", \"2019-06-14 08:56:56.000000+00:00\"], \"session_ids\": [\"8bfc2512-d5d5-405b-b16c-e81b7bec7974\", \"0687cc1d-b396-46bf-8214-35287c024dfc\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.142}}, {\"89161\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 5}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-03-24 14:28:37.000000+00:00\", \"2023-04-05 03:17:36.000000+00:00\"], \"session_ids\": [\"de81c2bb-40cb-4f55-85e6-b107df77414d\", \"54068a4f-aaa3-4acc-8ec9-ef17c1815122\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.593}}, {\"6144\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-22 21:19:38.000000+00:00\", \"2020-08-31 07:17:19.000000+00:00\", \"2019-07-13 10:12:49.000000+00:00\", \"2022-07-16 18:06:32.000000+00:00\", \"2022-04-07 16:43:44.000000+00:00\", \"2020-05-25 17:47:57.000000+00:00\", \"2021-11-30 09:49:58.000000+00:00\", \"2021-08-06 16:18:18.000000+00:00\", \"2020-02-20 08:35:32.000000+00:00\", \"2020-01-06 15:57:11.000000+00:00\"], \"session_ids\": [\"800a7c11-7e91-4c45-8218-ccd561be9d20\", \"765bdc80-a87f-4a62-945a-0f4f0a7a3cd3\", \"e212c744-c1cd-473f-a541-b420eda3fd97\", \"7d850017-2bdf-4be4-8891-9311f9c0b027\", \"38524bfe-c628-4a09-8960-fd3cf4d51e08\", \"f34d874b-186d-470e-92d3-ff431b6b4374\", \"f8b44a2a-495a-44bc-b806-e62fe4001fd0\", \"6ff922f9-36b7-4dfb-bc8a-f2552ce6789c\", \"0be6c1c0-8cb1-48d8-a8f6-65cbd6008259\", \"b8854a4c-afab-488c-bbb6-6f7226a360f7\"], \"total_duration\": 99.0, \"total_sessions\": 10, \"mean_week_duration\": 0.631}}, {\"24426\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-02-23 20:59:34.000000+00:00\", \"2022-07-02 21:52:19.000000+00:00\"], \"session_ids\": [\"c0e01855-6951-46c8-b950-536419651c60\", \"6a635c54-623a-4516-a328-025c545fa759\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 0.805}}, {\"30515\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-09-01 07:53:36.000000+00:00\", \"2019-09-13 08:13:49.000000+00:00\", \"2022-06-15 13:45:56.000000+00:00\"], \"session_ids\": [\"1389587a-b9ed-4d3a-8ea2-33460e0a293d\", \"c5afc2c9-9249-4588-ab2a-2f9f54a9b7be\", \"c1a06840-15eb-462e-b1d1-d416e5f44f3f\"], \"total_duration\": 232.0, \"total_sessions\": 3, \"mean_week_duration\": 1.497}}, {\"60727\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-08-17 18:53:57.000000+00:00\", \"2020-04-13 03:28:06.000000+00:00\", \"2020-07-12 19:54:33.000000+00:00\", \"2023-02-27 09:47:45.000000+00:00\", \"2022-05-13 06:55:59.000000+00:00\"], \"session_ids\": [\"6152750a-1250-447d-b7ef-3a2165d25df2\", \"fe61e111-f4a4-4bfd-83c8-36fac95d7ccc\", \"b37840cb-eaa4-4b05-a522-8a2cc3ccb339\", \"92c9c2e3-93df-414f-bb64-75ee13747c02\", \"14a21f9e-5a9f-4914-9905-0c424806830d\"], \"total_duration\": 410.0, \"total_sessions\": 5, \"mean_week_duration\": 2.216}}, {\"16298\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-02-01 13:40:29.000000+00:00\", \"2019-05-17 01:18:21.000000+00:00\"], \"session_ids\": [\"cd7ff440-6056-4937-8d41-7d3e09f6a3ab\", \"27f58884-e29e-49ec-844b-d561bc8c9d80\"], \"total_duration\": 485.0, \"total_sessions\": 2, \"mean_week_duration\": 3.415}}, {\"39073\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-05-25 02:40:37.000000+00:00\", \"2019-09-01 18:33:26.000000+00:00\", \"2019-05-24 13:48:34.000000+00:00\", \"2019-07-05 18:00:59.000000+00:00\", \"2019-02-12 07:39:44.000000+00:00\", \"2022-10-26 10:19:47.000000+00:00\", \"2021-12-06 08:07:32.000000+00:00\"], \"session_ids\": [\"1b33ac4e-e0be-4d72-8e7d-44465eb46f34\", \"102d7d79-549a-43e9-964e-c48f3586b44f\", \"e0d7ce0e-1629-453d-893e-cd8a863595fa\", \"640e9547-f707-42f1-8047-e719771950f3\", \"3b19e21b-5f20-4c25-9c1d-09271865062f\", \"1b4fd536-95fd-4d62-a931-686e54cb8241\", \"313ca3b8-06d3-4f3f-a0a2-564f8bdad68e\"], \"total_duration\": 1198.0, \"total_sessions\": 7, \"mean_week_duration\": 6.175}}, {\"37587\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-05-01 13:30:47.000000+00:00\", \"2020-11-17 00:53:15.000000+00:00\"], \"session_ids\": [\"2893b471-829b-4073-8269-1a044482f132\", \"9f0bff2d-e701-4c7b-950d-a91574d5da3f\"], \"total_duration\": 353.0, \"total_sessions\": 2, \"mean_week_duration\": 14.708}}, {\"67165\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-10-13 19:06:06.000000+00:00\", \"2020-11-28 09:27:52.000000+00:00\", \"2021-02-23 08:06:28.000000+00:00\"], \"session_ids\": [\"bd3e0910-b184-465e-b052-53b6259ec1be\", \"a976fecc-5b05-4dc7-87c1-6ec2efc1e54d\", \"d29dca0a-bfc3-4ddc-a60f-763d6d014ec2\"], \"total_duration\": 301.0, \"total_sessions\": 3, \"mean_week_duration\": 15.842}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 1 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"11464\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-10-26 18:52:09.000000+00:00\", \"2019-06-14 08:56:56.000000+00:00\"], \"session_ids\": [\"8bfc2512-d5d5-405b-b16c-e81b7bec7974\", \"0687cc1d-b396-46bf-8214-35287c024dfc\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.142}}]\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[{\"11464\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-10-26 18:52:09.000000+00:00\", \"2019-06-14 08:56:56.000000+00:00\"], \"session_ids\": [\"8bfc2512-d5d5-405b-b16c-e81b7bec7974\", \"0687cc1d-b396-46bf-8214-35287c024dfc\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.142}}]\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 with information about user who is user with lowest overall duration of sessions per week , and do sorting by name of the town in asc plus keep only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"93213\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-05-19 10:00:36.000000+00:00\", \"2022-03-30 15:53:02.000000+00:00\"], \"session_ids\": [\"4ee9672c-dc52-454a-acb4-20bbfa860d6d\", \"0de46cce-2356-42cd-ab60-420380012fec\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.253}, \"5889\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-05-07 08:14:48.000000+00:00\", \"2019-05-21 19:48:56.000000+00:00\", \"2019-01-10 23:36:15.000000+00:00\", \"2020-10-14 13:12:54.000000+00:00\", \"2021-03-26 05:41:21.000000+00:00\", \"2022-03-14 10:12:14.000000+00:00\", \"2022-03-20 23:12:36.000000+00:00\"], \"session_ids\": [\"525d8704-f93f-4ed3-93ff-7da81849b15e\", \"0836f1e5-32bb-4c63-abf8-739cb810910a\", \"dc92c510-2388-4c4d-8e72-5c36549fb3e4\", \"95f9cadc-94de-4f7b-a28c-5b925a5710b6\", \"5a1dd6c8-e832-4d1c-8013-2a9f06b79d5c\", \"e7c282de-e409-4822-bdd6-5f3b02d33dab\", \"5a7c4be5-c104-4144-b91e-5f0c56088c47\"], \"total_duration\": 5423.0, \"total_sessions\": 7, \"mean_week_duration\": 31.167}, \"28085\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-09-17 13:19:44.000000+00:00\", \"2019-06-29 03:03:37.000000+00:00\", \"2021-05-25 22:56:48.000000+00:00\"], \"session_ids\": [\"cb80de15-3dd3-43f4-9ad5-b073e1293abc\", \"17e60272-d3b5-4cea-a710-a30f24edefba\", \"7157e52b-62f8-4014-b30c-1c28cf8a60e7\"], \"total_duration\": 505.0, \"total_sessions\": 3, \"mean_week_duration\": 5.05}, \"48836\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-06-13 23:15:04.000000+00:00\", \"2022-10-14 14:39:53.000000+00:00\", \"2021-09-08 23:35:36.000000+00:00\", \"2020-03-04 12:06:29.000000+00:00\", \"2023-06-10 18:38:45.000000+00:00\", \"2022-07-21 04:20:31.000000+00:00\", \"2019-10-30 23:18:31.000000+00:00\", \"2023-03-05 08:06:42.000000+00:00\", \"2019-04-26 20:56:53.000000+00:00\"], \"session_ids\": [\"e3d01df2-bca0-4437-94ba-9daae5790445\", \"2e993205-aab6-49f9-a2dc-94bdf850a30c\", \"499dbdc0-51de-4ee0-8698-854786f9e95a\", \"7a9bcde1-797a-4aad-9b27-9b7a6508a44a\", \"d3f1e492-b31c-4688-b7c7-2834f3d1911a\", \"f1718600-020d-466e-80df-b29e7869a77e\", \"4722845f-a620-44d6-9d91-bc99c53281a8\", \"bf9940bf-42a6-4558-91fb-615ffac72d70\", \"9b28c8cc-dac2-4285-83c9-0ccb8573f014\"], \"total_duration\": 6477.0, \"total_sessions\": 9, \"mean_week_duration\": 30.126}, \"24512\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-01-27 12:23:05.000000+00:00\", \"2020-02-16 17:48:11.000000+00:00\"], \"session_ids\": [\"cc2bbf57-eb47-425f-b075-deebe6e6f30c\", \"efeaedc4-8242-4fc3-b2b5-6182b95b72db\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 1.013}, \"48513\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-09-19 14:36:18.000000+00:00\", \"2020-08-28 20:28:33.000000+00:00\"], \"session_ids\": [\"2b6903c4-0785-4a5b-9ec2-d5ba2f952bdd\", \"c96b1ff8-a651-46c8-898c-592073de2fd5\"], \"total_duration\": 431.0, \"total_sessions\": 2, \"mean_week_duration\": 8.62}, \"12030\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-08-30 02:00:51.000000+00:00\", \"2020-02-12 07:19:56.000000+00:00\"], \"session_ids\": [\"c4deff7e-34ee-42b8-bfaf-1b981e39bb1b\", \"a2a12e54-63ee-4f7d-9196-6749f9832510\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 1.042}, \"94398\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-05-01 21:08:59.000000+00:00\", \"2023-06-23 07:08:20.000000+00:00\", \"2022-09-28 13:09:14.000000+00:00\", \"2021-02-16 19:36:48.000000+00:00\", \"2019-11-19 21:21:05.000000+00:00\"], \"session_ids\": [\"c4c4c881-0c38-40d9-a375-d211a83e60fb\", \"54b1a6ed-1eae-4f0c-98b3-dbd1f857865d\", \"def242f7-0fe5-4d0f-8692-c0484d6913db\", \"f51b280f-24f7-4807-bc14-81f12fe132f1\", \"48f95e05-2a89-42e3-8eb8-47e78879eb83\"], \"total_duration\": 192.0, \"total_sessions\": 5, \"mean_week_duration\": 1.021}, \"83929\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-03-30 04:45:11.000000+00:00\", \"2020-05-16 18:50:03.000000+00:00\"], \"session_ids\": [\"ffd975d0-60e4-4981-8dbf-a7efc1a9e512\", \"759e2209-ada0-49b4-ac38-4038e635d71b\"], \"total_duration\": 293.0, \"total_sessions\": 2, \"mean_week_duration\": 4.966}, \"15096\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-02-16 15:17:34.000000+00:00\", \"2020-10-31 03:31:20.000000+00:00\"], \"session_ids\": [\"39d2c576-a4ee-4da3-8848-76d483aa7e7f\", \"c38a1314-f5a0-4a80-8384-96eb7b19b44e\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 2.75}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the lowest 1 mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": false, \"quant_to_remain\": 1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"93213\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-05-19 10:00:36.000000+00:00\", \"2022-03-30 15:53:02.000000+00:00\"], \"session_ids\": [\"4ee9672c-dc52-454a-acb4-20bbfa860d6d\", \"0de46cce-2356-42cd-ab60-420380012fec\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.253}}, {\"24512\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-01-27 12:23:05.000000+00:00\", \"2020-02-16 17:48:11.000000+00:00\"], \"session_ids\": [\"cc2bbf57-eb47-425f-b075-deebe6e6f30c\", \"efeaedc4-8242-4fc3-b2b5-6182b95b72db\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 1.013}}, {\"94398\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-05-01 21:08:59.000000+00:00\", \"2023-06-23 07:08:20.000000+00:00\", \"2022-09-28 13:09:14.000000+00:00\", \"2021-02-16 19:36:48.000000+00:00\", \"2019-11-19 21:21:05.000000+00:00\"], \"session_ids\": [\"c4c4c881-0c38-40d9-a375-d211a83e60fb\", \"54b1a6ed-1eae-4f0c-98b3-dbd1f857865d\", \"def242f7-0fe5-4d0f-8692-c0484d6913db\", \"f51b280f-24f7-4807-bc14-81f12fe132f1\", \"48f95e05-2a89-42e3-8eb8-47e78879eb83\"], \"total_duration\": 192.0, \"total_sessions\": 5, \"mean_week_duration\": 1.021}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"94398\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-05-01 21:08:59.000000+00:00\", \"2023-06-23 07:08:20.000000+00:00\", \"2022-09-28 13:09:14.000000+00:00\", \"2021-02-16 19:36:48.000000+00:00\", \"2019-11-19 21:21:05.000000+00:00\"], \"session_ids\": [\"c4c4c881-0c38-40d9-a375-d211a83e60fb\", \"54b1a6ed-1eae-4f0c-98b3-dbd1f857865d\", \"def242f7-0fe5-4d0f-8692-c0484d6913db\", \"f51b280f-24f7-4807-bc14-81f12fe132f1\", \"48f95e05-2a89-42e3-8eb8-47e78879eb83\"], \"total_duration\": 192.0, \"total_sessions\": 5, \"mean_week_duration\": 1.021}}, {\"24512\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-01-27 12:23:05.000000+00:00\", \"2020-02-16 17:48:11.000000+00:00\"], \"session_ids\": [\"cc2bbf57-eb47-425f-b075-deebe6e6f30c\", \"efeaedc4-8242-4fc3-b2b5-6182b95b72db\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 1.013}}, {\"93213\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-05-19 10:00:36.000000+00:00\", \"2022-03-30 15:53:02.000000+00:00\"], \"session_ids\": [\"4ee9672c-dc52-454a-acb4-20bbfa860d6d\", \"0de46cce-2356-42cd-ab60-420380012fec\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.253}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"94398\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-05-01 21:08:59.000000+00:00\", \"2023-06-23 07:08:20.000000+00:00\", \"2022-09-28 13:09:14.000000+00:00\", \"2021-02-16 19:36:48.000000+00:00\", \"2019-11-19 21:21:05.000000+00:00\"], \"session_ids\": [\"c4c4c881-0c38-40d9-a375-d211a83e60fb\", \"54b1a6ed-1eae-4f0c-98b3-dbd1f857865d\", \"def242f7-0fe5-4d0f-8692-c0484d6913db\", \"f51b280f-24f7-4807-bc14-81f12fe132f1\", \"48f95e05-2a89-42e3-8eb8-47e78879eb83\"], \"total_duration\": 192.0, \"total_sessions\": 5, \"mean_week_duration\": 1.021}}, {\"24512\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-01-27 12:23:05.000000+00:00\", \"2020-02-16 17:48:11.000000+00:00\"], \"session_ids\": [\"cc2bbf57-eb47-425f-b075-deebe6e6f30c\", \"efeaedc4-8242-4fc3-b2b5-6182b95b72db\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 1.013}}, {\"93213\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-05-19 10:00:36.000000+00:00\", \"2022-03-30 15:53:02.000000+00:00\"], \"session_ids\": [\"4ee9672c-dc52-454a-acb4-20bbfa860d6d\", \"0de46cce-2356-42cd-ab60-420380012fec\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.253}}]\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[{\"94398\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-05-01 21:08:59.000000+00:00\", \"2023-06-23 07:08:20.000000+00:00\", \"2022-09-28 13:09:14.000000+00:00\", \"2021-02-16 19:36:48.000000+00:00\", \"2019-11-19 21:21:05.000000+00:00\"], \"session_ids\": [\"c4c4c881-0c38-40d9-a375-d211a83e60fb\", \"54b1a6ed-1eae-4f0c-98b3-dbd1f857865d\", \"def242f7-0fe5-4d0f-8692-c0484d6913db\", \"f51b280f-24f7-4807-bc14-81f12fe132f1\", \"48f95e05-2a89-42e3-8eb8-47e78879eb83\"], \"total_duration\": 192.0, \"total_sessions\": 5, \"mean_week_duration\": 1.021}}, {\"24512\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-01-27 12:23:05.000000+00:00\", \"2020-02-16 17:48:11.000000+00:00\"], \"session_ids\": [\"cc2bbf57-eb47-425f-b075-deebe6e6f30c\", \"efeaedc4-8242-4fc3-b2b5-6182b95b72db\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 1.013}}, {\"93213\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-05-19 10:00:36.000000+00:00\", \"2022-03-30 15:53:02.000000+00:00\"], \"session_ids\": [\"4ee9672c-dc52-454a-acb4-20bbfa860d6d\", \"0de46cce-2356-42cd-ab60-420380012fec\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.253}}]\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 users with a sum of sessions that is above 3 and below 5, exclusive 3 additionaly sort by total_sessions descending."
}
] |
[
{
"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{\"93165\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-05-02 03:50:13.000000+00:00\", \"2020-08-08 01:33:03.000000+00:00\", \"2022-09-22 08:47:04.000000+00:00\", \"2022-01-16 18:53:15.000000+00:00\"], \"session_ids\": [\"8f25e64d-52dc-4d56-9de7-03cf593dfd5c\", \"524af31d-64dc-4663-9bce-54c40b45f0fa\", \"993bf156-a707-4fe2-bcc1-9f13d4fa472a\", \"fead648b-6b2d-42e8-bbb8-63e97af0cb1f\"], \"total_duration\": 727.0, \"total_sessions\": 4, \"mean_week_duration\": 5.084}, \"37670\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-04-30 10:25:06.000000+00:00\", \"2019-02-15 11:55:20.000000+00:00\", \"2019-09-05 05:47:56.000000+00:00\", \"2022-12-14 07:32:00.000000+00:00\", \"2021-01-07 04:39:23.000000+00:00\"], \"session_ids\": [\"245136e6-729a-4bcf-bd8c-dfde4e7921bb\", \"698be7cc-50d4-4cec-947c-b4303964baed\", \"4647a904-5013-409a-ac1f-4a81e7662f2f\", \"b02d93ef-3c0d-41c4-b0d1-1e53acf17c41\", \"0d472baa-5f00-4680-87c9-6624464371de\"], \"total_duration\": 2959.0, \"total_sessions\": 5, \"mean_week_duration\": 14.795}, \"47713\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-30 08:44:20.000000+00:00\", \"2020-11-02 01:58:41.000000+00:00\"], \"session_ids\": [\"6a22ac5d-b6f2-4e5d-919d-1890467bafec\", \"73148295-d593-4f15-8f99-4de9774d49cb\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 110.0}, \"21200\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-05-08 03:24:25.000000+00:00\", \"2022-01-27 07:39:05.000000+00:00\", \"2019-04-08 10:42:44.000000+00:00\"], \"session_ids\": [\"3914dcad-92d3-49b3-8b6e-de5309019055\", \"8af723d3-8ca4-4d68-8533-a0b5a9e70b0c\", \"8f165c78-6209-4fc9-852c-85ce66320429\"], \"total_duration\": 169.0, \"total_sessions\": 3, \"mean_week_duration\": 1.15}, \"28248\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-03-19 01:57:38.000000+00:00\", \"2020-11-26 07:42:38.000000+00:00\"], \"session_ids\": [\"0a5c63ad-56c9-4308-8058-1d0d92e90300\", \"28f1ec29-750f-4cbf-80ba-f67b5402922f\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.449}, \"86980\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-08-01 09:48:10.000000+00:00\", \"2022-08-04 02:30:16.000000+00:00\", \"2019-04-25 15:54:21.000000+00:00\", \"2022-12-25 22:47:20.000000+00:00\", \"2020-10-04 05:34:53.000000+00:00\"], \"session_ids\": [\"45bfca08-5072-48a8-9c86-01a27756026f\", \"162443c0-1c79-452f-8ca7-9df4ebecad8d\", \"fb9ffbe3-4d18-44d6-9f5b-92cdbb770ddf\", \"41c1c008-20c2-45fe-9ca2-4d14f029929e\", \"0f741085-39c3-4578-8088-8741055fdc12\"], \"total_duration\": 610.0, \"total_sessions\": 5, \"mean_week_duration\": 3.177}, \"85468\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-06-06 17:57:54.000000+00:00\", \"2019-02-09 17:27:42.000000+00:00\", \"2022-05-15 04:14:34.000000+00:00\", \"2021-09-12 09:09:36.000000+00:00\"], \"session_ids\": [\"fa249fdd-dfc2-4503-80da-91642b24a46e\", \"e9dfb04e-dc9a-48d4-a929-337bc2af2b81\", \"7c442ce8-9cfe-4124-8e82-06bc734c4534\", \"ae48da3e-f5a8-40ea-8c35-6380cf3a3a44\"], \"total_duration\": 75.0, \"total_sessions\": 4, \"mean_week_duration\": 0.441}, \"71987\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2021-12-31 21:44:18.000000+00:00\", \"2021-03-27 09:48:20.000000+00:00\"], \"session_ids\": [\"c8e1a171-79b5-435b-b3d1-d47998bfb69b\", \"17cd597f-241c-42f0-aa91-9abba3d4303c\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 1.85}, \"71064\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-09-16 14:10:47.000000+00:00\", \"2020-01-13 07:15:02.000000+00:00\"], \"session_ids\": [\"312dbe62-de83-4c90-b338-bc5858128050\", \"148b7318-7499-4c12-9835-fc570173f54b\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 22.118}, \"64571\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-06-21 22:22:15.000000+00:00\", \"2022-09-04 07:13:26.000000+00:00\", \"2019-11-30 01:40:28.000000+00:00\", \"2020-12-26 19:44:16.000000+00:00\", \"2022-10-20 14:41:20.000000+00:00\", \"2019-07-04 22:56:34.000000+00:00\"], \"session_ids\": [\"bfbbcd8d-57eb-4fbb-8809-362ceae988f1\", \"9594ca2c-ad5d-45f6-b0aa-e29740eb6316\", \"05222d19-dc40-4452-8b5b-098587e24f49\", \"9d12c15d-99b7-478e-ba8a-32b95a5ea225\", \"183ff2e7-4479-498c-b758-c3ca55fd2f5e\", \"6152b7dd-7981-4715-b709-12092e57c75b\"], \"total_duration\": 4792.0, \"total_sessions\": 6, \"mean_week_duration\": 27.86}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are greater than 3 and are equal or less 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{\"93165\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-05-02 03:50:13.000000+00:00\", \"2020-08-08 01:33:03.000000+00:00\", \"2022-09-22 08:47:04.000000+00:00\", \"2022-01-16 18:53:15.000000+00:00\"], \"session_ids\": [\"8f25e64d-52dc-4d56-9de7-03cf593dfd5c\", \"524af31d-64dc-4663-9bce-54c40b45f0fa\", \"993bf156-a707-4fe2-bcc1-9f13d4fa472a\", \"fead648b-6b2d-42e8-bbb8-63e97af0cb1f\"], \"total_duration\": 727.0, \"total_sessions\": 4, \"mean_week_duration\": 5.084}, \"37670\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-04-30 10:25:06.000000+00:00\", \"2019-02-15 11:55:20.000000+00:00\", \"2019-09-05 05:47:56.000000+00:00\", \"2022-12-14 07:32:00.000000+00:00\", \"2021-01-07 04:39:23.000000+00:00\"], \"session_ids\": [\"245136e6-729a-4bcf-bd8c-dfde4e7921bb\", \"698be7cc-50d4-4cec-947c-b4303964baed\", \"4647a904-5013-409a-ac1f-4a81e7662f2f\", \"b02d93ef-3c0d-41c4-b0d1-1e53acf17c41\", \"0d472baa-5f00-4680-87c9-6624464371de\"], \"total_duration\": 2959.0, \"total_sessions\": 5, \"mean_week_duration\": 14.795}, \"86980\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-08-01 09:48:10.000000+00:00\", \"2022-08-04 02:30:16.000000+00:00\", \"2019-04-25 15:54:21.000000+00:00\", \"2022-12-25 22:47:20.000000+00:00\", \"2020-10-04 05:34:53.000000+00:00\"], \"session_ids\": [\"45bfca08-5072-48a8-9c86-01a27756026f\", \"162443c0-1c79-452f-8ca7-9df4ebecad8d\", \"fb9ffbe3-4d18-44d6-9f5b-92cdbb770ddf\", \"41c1c008-20c2-45fe-9ca2-4d14f029929e\", \"0f741085-39c3-4578-8088-8741055fdc12\"], \"total_duration\": 610.0, \"total_sessions\": 5, \"mean_week_duration\": 3.177}, \"85468\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-06-06 17:57:54.000000+00:00\", \"2019-02-09 17:27:42.000000+00:00\", \"2022-05-15 04:14:34.000000+00:00\", \"2021-09-12 09:09:36.000000+00:00\"], \"session_ids\": [\"fa249fdd-dfc2-4503-80da-91642b24a46e\", \"e9dfb04e-dc9a-48d4-a929-337bc2af2b81\", \"7c442ce8-9cfe-4124-8e82-06bc734c4534\", \"ae48da3e-f5a8-40ea-8c35-6380cf3a3a44\"], \"total_duration\": 75.0, \"total_sessions\": 4, \"mean_week_duration\": 0.441}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"37670\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-04-30 10:25:06.000000+00:00\", \"2019-02-15 11:55:20.000000+00:00\", \"2019-09-05 05:47:56.000000+00:00\", \"2022-12-14 07:32:00.000000+00:00\", \"2021-01-07 04:39:23.000000+00:00\"], \"session_ids\": [\"245136e6-729a-4bcf-bd8c-dfde4e7921bb\", \"698be7cc-50d4-4cec-947c-b4303964baed\", \"4647a904-5013-409a-ac1f-4a81e7662f2f\", \"b02d93ef-3c0d-41c4-b0d1-1e53acf17c41\", \"0d472baa-5f00-4680-87c9-6624464371de\"], \"total_duration\": 2959.0, \"total_sessions\": 5, \"mean_week_duration\": 14.795}}, {\"86980\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-08-01 09:48:10.000000+00:00\", \"2022-08-04 02:30:16.000000+00:00\", \"2019-04-25 15:54:21.000000+00:00\", \"2022-12-25 22:47:20.000000+00:00\", \"2020-10-04 05:34:53.000000+00:00\"], \"session_ids\": [\"45bfca08-5072-48a8-9c86-01a27756026f\", \"162443c0-1c79-452f-8ca7-9df4ebecad8d\", \"fb9ffbe3-4d18-44d6-9f5b-92cdbb770ddf\", \"41c1c008-20c2-45fe-9ca2-4d14f029929e\", \"0f741085-39c3-4578-8088-8741055fdc12\"], \"total_duration\": 610.0, \"total_sessions\": 5, \"mean_week_duration\": 3.177}}, {\"93165\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-05-02 03:50:13.000000+00:00\", \"2020-08-08 01:33:03.000000+00:00\", \"2022-09-22 08:47:04.000000+00:00\", \"2022-01-16 18:53:15.000000+00:00\"], \"session_ids\": [\"8f25e64d-52dc-4d56-9de7-03cf593dfd5c\", \"524af31d-64dc-4663-9bce-54c40b45f0fa\", \"993bf156-a707-4fe2-bcc1-9f13d4fa472a\", \"fead648b-6b2d-42e8-bbb8-63e97af0cb1f\"], \"total_duration\": 727.0, \"total_sessions\": 4, \"mean_week_duration\": 5.084}}, {\"85468\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-06-06 17:57:54.000000+00:00\", \"2019-02-09 17:27:42.000000+00:00\", \"2022-05-15 04:14:34.000000+00:00\", \"2021-09-12 09:09:36.000000+00:00\"], \"session_ids\": [\"fa249fdd-dfc2-4503-80da-91642b24a46e\", \"e9dfb04e-dc9a-48d4-a929-337bc2af2b81\", \"7c442ce8-9cfe-4124-8e82-06bc734c4534\", \"ae48da3e-f5a8-40ea-8c35-6380cf3a3a44\"], \"total_duration\": 75.0, \"total_sessions\": 4, \"mean_week_duration\": 0.441}}]\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[{\"37670\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-04-30 10:25:06.000000+00:00\", \"2019-02-15 11:55:20.000000+00:00\", \"2019-09-05 05:47:56.000000+00:00\", \"2022-12-14 07:32:00.000000+00:00\", \"2021-01-07 04:39:23.000000+00:00\"], \"session_ids\": [\"245136e6-729a-4bcf-bd8c-dfde4e7921bb\", \"698be7cc-50d4-4cec-947c-b4303964baed\", \"4647a904-5013-409a-ac1f-4a81e7662f2f\", \"b02d93ef-3c0d-41c4-b0d1-1e53acf17c41\", \"0d472baa-5f00-4680-87c9-6624464371de\"], \"total_duration\": 2959.0, \"total_sessions\": 5, \"mean_week_duration\": 14.795}}, {\"86980\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-08-01 09:48:10.000000+00:00\", \"2022-08-04 02:30:16.000000+00:00\", \"2019-04-25 15:54:21.000000+00:00\", \"2022-12-25 22:47:20.000000+00:00\", \"2020-10-04 05:34:53.000000+00:00\"], \"session_ids\": [\"45bfca08-5072-48a8-9c86-01a27756026f\", \"162443c0-1c79-452f-8ca7-9df4ebecad8d\", \"fb9ffbe3-4d18-44d6-9f5b-92cdbb770ddf\", \"41c1c008-20c2-45fe-9ca2-4d14f029929e\", \"0f741085-39c3-4578-8088-8741055fdc12\"], \"total_duration\": 610.0, \"total_sessions\": 5, \"mean_week_duration\": 3.177}}, {\"93165\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-05-02 03:50:13.000000+00:00\", \"2020-08-08 01:33:03.000000+00:00\", \"2022-09-22 08:47:04.000000+00:00\", \"2022-01-16 18:53:15.000000+00:00\"], \"session_ids\": [\"8f25e64d-52dc-4d56-9de7-03cf593dfd5c\", \"524af31d-64dc-4663-9bce-54c40b45f0fa\", \"993bf156-a707-4fe2-bcc1-9f13d4fa472a\", \"fead648b-6b2d-42e8-bbb8-63e97af0cb1f\"], \"total_duration\": 727.0, \"total_sessions\": 4, \"mean_week_duration\": 5.084}}, {\"85468\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-06-06 17:57:54.000000+00:00\", \"2019-02-09 17:27:42.000000+00:00\", \"2022-05-15 04:14:34.000000+00:00\", \"2021-09-12 09:09:36.000000+00:00\"], \"session_ids\": [\"fa249fdd-dfc2-4503-80da-91642b24a46e\", \"e9dfb04e-dc9a-48d4-a929-337bc2af2b81\", \"7c442ce8-9cfe-4124-8e82-06bc734c4534\", \"ae48da3e-f5a8-40ea-8c35-6380cf3a3a44\"], \"total_duration\": 75.0, \"total_sessions\": 4, \"mean_week_duration\": 0.441}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you enlighten me about 5 users who don't currently live in city Guatemala City , and sort by time using the app in descending + get rid of all records, except 3."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"99621\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-05-03 14:03:56.000000+00:00\", \"2019-12-20 09:36:57.000000+00:00\"], \"session_ids\": [\"b06e8fd9-577a-4c96-8e4f-89f8903d0845\", \"379d518e-45e4-44a8-93bc-e13c827c984a\"], \"total_duration\": 429.0, \"total_sessions\": 2, \"mean_week_duration\": 5.958}, \"84452\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-03-14 00:37:49.000000+00:00\", \"2019-04-28 03:53:54.000000+00:00\"], \"session_ids\": [\"ca68f0ae-95c9-4ea8-8568-fa51652eb66c\", \"40b11f1d-a10e-431a-867b-930771f92267\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.147}, \"56071\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-07-22 03:42:52.000000+00:00\", \"2021-08-17 17:19:31.000000+00:00\"], \"session_ids\": [\"1c6cf188-3a7d-498d-aec1-01119edaaf7f\", \"03d1a025-5178-42bd-9f43-1fe0792eb327\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 19.0}, \"76672\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-07-25 15:49:14.000000+00:00\", \"2022-07-05 16:00:59.000000+00:00\"], \"session_ids\": [\"2267b2f0-37ee-4677-8e81-4f2420b30115\", \"5150d73d-0f79-44ca-a485-ec7df120e5cd\"], \"total_duration\": 416.0, \"total_sessions\": 2, \"mean_week_duration\": 4.078}, \"51253\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2020-11-08 04:06:21.000000+00:00\", \"2023-02-25 16:02:30.000000+00:00\"], \"session_ids\": [\"cab056f9-8db3-447f-a3e9-ffbc66248a71\", \"0867208c-9959-4465-8c46-f75ad2cb7fe8\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 2.742}, \"15945\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-07-26 21:30:37.000000+00:00\", \"2022-06-27 22:31:53.000000+00:00\"], \"session_ids\": [\"39930781-fc59-4cf9-b95a-ca6f135a99f9\", \"a82049cb-bc0d-437f-9bbd-a5aabca8d4ac\"], \"total_duration\": 429.0, \"total_sessions\": 2, \"mean_week_duration\": 4.248}, \"1654\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 11, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-04-04 06:15:15.000000+00:00\", \"2019-12-21 13:45:03.000000+00:00\", \"2023-05-24 04:52:49.000000+00:00\", \"2022-01-02 21:22:20.000000+00:00\", \"2019-11-12 20:40:43.000000+00:00\"], \"session_ids\": [\"e4b215d1-6946-42c7-a085-d47338744c8a\", \"949789d4-4495-4d66-bbf2-148a39fdb1bc\", \"1c7b9128-11db-416b-8ced-d6283ea12c7b\", \"08fbd8a6-6264-4001-8903-696a09792675\", \"f65f3980-fb47-4649-973a-2eba6a2d6c20\"], \"total_duration\": 1066.0, \"total_sessions\": 5, \"mean_week_duration\": 5.793}, \"7327\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-05-24 10:26:33.000000+00:00\", \"2019-11-07 11:55:50.000000+00:00\"], \"session_ids\": [\"9e6fc97e-38a9-47e9-a744-45368c2b99c6\", \"fb4bf2d2-c878-444f-b8e8-f04156f0d9bd\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 1.728}, \"99023\": {\"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\": 2, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-28 08:29:49.000000+00:00\", \"2021-01-10 22:56:02.000000+00:00\"], \"session_ids\": [\"9a5a5b1e-4fdc-4ae7-aa0e-90f14feb37aa\", \"426aa85e-208e-47f3-a3f2-659e483ef911\"], \"total_duration\": 293.0, \"total_sessions\": 2, \"mean_week_duration\": 7.919}, \"5175\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-12 06:04:23.000000+00:00\", \"2021-07-30 23:29:26.000000+00:00\", \"2019-08-07 01:24:36.000000+00:00\"], \"session_ids\": [\"9f0a7aa4-c097-4cca-a0b5-f91f78125b96\", \"34f9e5f0-664a-42ea-8db8-5bdc892d174a\", \"a5fcdcce-c5e7-4e92-8791-162a4479f5ea\"], \"total_duration\": 237.0, \"total_sessions\": 3, \"mean_week_duration\": 2.279}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not Guatemala City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Guatemala City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"99621\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-05-03 14:03:56.000000+00:00\", \"2019-12-20 09:36:57.000000+00:00\"], \"session_ids\": [\"b06e8fd9-577a-4c96-8e4f-89f8903d0845\", \"379d518e-45e4-44a8-93bc-e13c827c984a\"], \"total_duration\": 429.0, \"total_sessions\": 2, \"mean_week_duration\": 5.958}, \"84452\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-03-14 00:37:49.000000+00:00\", \"2019-04-28 03:53:54.000000+00:00\"], \"session_ids\": [\"ca68f0ae-95c9-4ea8-8568-fa51652eb66c\", \"40b11f1d-a10e-431a-867b-930771f92267\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.147}, \"56071\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-07-22 03:42:52.000000+00:00\", \"2021-08-17 17:19:31.000000+00:00\"], \"session_ids\": [\"1c6cf188-3a7d-498d-aec1-01119edaaf7f\", \"03d1a025-5178-42bd-9f43-1fe0792eb327\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 19.0}, \"76672\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-07-25 15:49:14.000000+00:00\", \"2022-07-05 16:00:59.000000+00:00\"], \"session_ids\": [\"2267b2f0-37ee-4677-8e81-4f2420b30115\", \"5150d73d-0f79-44ca-a485-ec7df120e5cd\"], \"total_duration\": 416.0, \"total_sessions\": 2, \"mean_week_duration\": 4.078}, \"51253\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2020-11-08 04:06:21.000000+00:00\", \"2023-02-25 16:02:30.000000+00:00\"], \"session_ids\": [\"cab056f9-8db3-447f-a3e9-ffbc66248a71\", \"0867208c-9959-4465-8c46-f75ad2cb7fe8\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 2.742}, \"15945\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-07-26 21:30:37.000000+00:00\", \"2022-06-27 22:31:53.000000+00:00\"], \"session_ids\": [\"39930781-fc59-4cf9-b95a-ca6f135a99f9\", \"a82049cb-bc0d-437f-9bbd-a5aabca8d4ac\"], \"total_duration\": 429.0, \"total_sessions\": 2, \"mean_week_duration\": 4.248}, \"7327\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-05-24 10:26:33.000000+00:00\", \"2019-11-07 11:55:50.000000+00:00\"], \"session_ids\": [\"9e6fc97e-38a9-47e9-a744-45368c2b99c6\", \"fb4bf2d2-c878-444f-b8e8-f04156f0d9bd\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 1.728}, \"99023\": {\"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\": 2, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-28 08:29:49.000000+00:00\", \"2021-01-10 22:56:02.000000+00:00\"], \"session_ids\": [\"9a5a5b1e-4fdc-4ae7-aa0e-90f14feb37aa\", \"426aa85e-208e-47f3-a3f2-659e483ef911\"], \"total_duration\": 293.0, \"total_sessions\": 2, \"mean_week_duration\": 7.919}, \"5175\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-12 06:04:23.000000+00:00\", \"2021-07-30 23:29:26.000000+00:00\", \"2019-08-07 01:24:36.000000+00:00\"], \"session_ids\": [\"9f0a7aa4-c097-4cca-a0b5-f91f78125b96\", \"34f9e5f0-664a-42ea-8db8-5bdc892d174a\", \"a5fcdcce-c5e7-4e92-8791-162a4479f5ea\"], \"total_duration\": 237.0, \"total_sessions\": 3, \"mean_week_duration\": 2.279}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"99621\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-05-03 14:03:56.000000+00:00\", \"2019-12-20 09:36:57.000000+00:00\"], \"session_ids\": [\"b06e8fd9-577a-4c96-8e4f-89f8903d0845\", \"379d518e-45e4-44a8-93bc-e13c827c984a\"], \"total_duration\": 429.0, \"total_sessions\": 2, \"mean_week_duration\": 5.958}}, {\"15945\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-07-26 21:30:37.000000+00:00\", \"2022-06-27 22:31:53.000000+00:00\"], \"session_ids\": [\"39930781-fc59-4cf9-b95a-ca6f135a99f9\", \"a82049cb-bc0d-437f-9bbd-a5aabca8d4ac\"], \"total_duration\": 429.0, \"total_sessions\": 2, \"mean_week_duration\": 4.248}}, {\"76672\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-07-25 15:49:14.000000+00:00\", \"2022-07-05 16:00:59.000000+00:00\"], \"session_ids\": [\"2267b2f0-37ee-4677-8e81-4f2420b30115\", \"5150d73d-0f79-44ca-a485-ec7df120e5cd\"], \"total_duration\": 416.0, \"total_sessions\": 2, \"mean_week_duration\": 4.078}}, {\"51253\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2020-11-08 04:06:21.000000+00:00\", \"2023-02-25 16:02:30.000000+00:00\"], \"session_ids\": [\"cab056f9-8db3-447f-a3e9-ffbc66248a71\", \"0867208c-9959-4465-8c46-f75ad2cb7fe8\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 2.742}}, {\"99023\": {\"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\": 2, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-28 08:29:49.000000+00:00\", \"2021-01-10 22:56:02.000000+00:00\"], \"session_ids\": [\"9a5a5b1e-4fdc-4ae7-aa0e-90f14feb37aa\", \"426aa85e-208e-47f3-a3f2-659e483ef911\"], \"total_duration\": 293.0, \"total_sessions\": 2, \"mean_week_duration\": 7.919}}, {\"5175\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-12 06:04:23.000000+00:00\", \"2021-07-30 23:29:26.000000+00:00\", \"2019-08-07 01:24:36.000000+00:00\"], \"session_ids\": [\"9f0a7aa4-c097-4cca-a0b5-f91f78125b96\", \"34f9e5f0-664a-42ea-8db8-5bdc892d174a\", \"a5fcdcce-c5e7-4e92-8791-162a4479f5ea\"], \"total_duration\": 237.0, \"total_sessions\": 3, \"mean_week_duration\": 2.279}}, {\"7327\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-05-24 10:26:33.000000+00:00\", \"2019-11-07 11:55:50.000000+00:00\"], \"session_ids\": [\"9e6fc97e-38a9-47e9-a744-45368c2b99c6\", \"fb4bf2d2-c878-444f-b8e8-f04156f0d9bd\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 1.728}}, {\"56071\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-07-22 03:42:52.000000+00:00\", \"2021-08-17 17:19:31.000000+00:00\"], \"session_ids\": [\"1c6cf188-3a7d-498d-aec1-01119edaaf7f\", \"03d1a025-5178-42bd-9f43-1fe0792eb327\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 19.0}}, {\"84452\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-03-14 00:37:49.000000+00:00\", \"2019-04-28 03:53:54.000000+00:00\"], \"session_ids\": [\"ca68f0ae-95c9-4ea8-8568-fa51652eb66c\", \"40b11f1d-a10e-431a-867b-930771f92267\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.147}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"99621\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-05-03 14:03:56.000000+00:00\", \"2019-12-20 09:36:57.000000+00:00\"], \"session_ids\": [\"b06e8fd9-577a-4c96-8e4f-89f8903d0845\", \"379d518e-45e4-44a8-93bc-e13c827c984a\"], \"total_duration\": 429.0, \"total_sessions\": 2, \"mean_week_duration\": 5.958}}, {\"15945\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-07-26 21:30:37.000000+00:00\", \"2022-06-27 22:31:53.000000+00:00\"], \"session_ids\": [\"39930781-fc59-4cf9-b95a-ca6f135a99f9\", \"a82049cb-bc0d-437f-9bbd-a5aabca8d4ac\"], \"total_duration\": 429.0, \"total_sessions\": 2, \"mean_week_duration\": 4.248}}, {\"76672\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-07-25 15:49:14.000000+00:00\", \"2022-07-05 16:00:59.000000+00:00\"], \"session_ids\": [\"2267b2f0-37ee-4677-8e81-4f2420b30115\", \"5150d73d-0f79-44ca-a485-ec7df120e5cd\"], \"total_duration\": 416.0, \"total_sessions\": 2, \"mean_week_duration\": 4.078}}]\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[{\"99621\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-05-03 14:03:56.000000+00:00\", \"2019-12-20 09:36:57.000000+00:00\"], \"session_ids\": [\"b06e8fd9-577a-4c96-8e4f-89f8903d0845\", \"379d518e-45e4-44a8-93bc-e13c827c984a\"], \"total_duration\": 429.0, \"total_sessions\": 2, \"mean_week_duration\": 5.958}}, {\"15945\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-07-26 21:30:37.000000+00:00\", \"2022-06-27 22:31:53.000000+00:00\"], \"session_ids\": [\"39930781-fc59-4cf9-b95a-ca6f135a99f9\", \"a82049cb-bc0d-437f-9bbd-a5aabca8d4ac\"], \"total_duration\": 429.0, \"total_sessions\": 2, \"mean_week_duration\": 4.248}}, {\"76672\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-07-25 15:49:14.000000+00:00\", \"2022-07-05 16:00:59.000000+00:00\"], \"session_ids\": [\"2267b2f0-37ee-4677-8e81-4f2420b30115\", \"5150d73d-0f79-44ca-a485-ec7df120e5cd\"], \"total_duration\": 416.0, \"total_sessions\": 2, \"mean_week_duration\": 4.078}}]\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 7 users to me with a number of sessions that is above 7 and below 4, exclusively 4 and 7 as well as implement sorting by sessions total risingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"55610\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-05-22 20:03:58.000000+00:00\", \"2023-01-13 12:56:08.000000+00:00\"], \"session_ids\": [\"f922f13d-8f35-4d38-a3a6-584d05f1c690\", \"a0dd962e-0f49-466b-958b-d7ea893bf51e\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.314}, \"46098\": {\"keyflows\": {\"Sign In Flow\": 2}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2019-11-14 06:11:16.000000+00:00\", \"2019-07-21 19:43:23.000000+00:00\"], \"session_ids\": [\"d716fd3e-ba77-4557-bfe3-2ba5bb8dcc84\", \"c3d14c72-d36c-41a0-9941-be9e280c0c0b\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 21.824}, \"10550\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-11-08 14:07:12.000000+00:00\", \"2020-11-05 06:11:59.000000+00:00\"], \"session_ids\": [\"1988c317-56ff-456a-8ded-2394f17c101e\", \"4a0d3937-f87d-4544-9c66-fea4d1b2ed89\"], \"total_duration\": 401.0, \"total_sessions\": 2, \"mean_week_duration\": 401.0}, \"87722\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-05-20 05:53:11.000000+00:00\", \"2019-11-17 20:46:28.000000+00:00\"], \"session_ids\": [\"06d30f7a-6437-4a27-b3e7-9d947349d5a9\", \"69df138e-b345-461b-80dc-875afc53299a\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 4.63}, \"28052\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-03-15 02:24:33.000000+00:00\", \"2023-01-11 03:36:18.000000+00:00\", \"2021-12-26 06:06:53.000000+00:00\", \"2020-06-08 22:19:01.000000+00:00\"], \"session_ids\": [\"db6bfc6e-ba4d-45ed-b531-518f849bc730\", \"faa129c0-9a07-4c4e-9e24-371687d8ed42\", \"87a5c418-b02b-4a29-9263-04535c70f44a\", \"a03f3145-5ba0-4f4e-a30e-1e827f7f0d50\"], \"total_duration\": 845.0, \"total_sessions\": 4, \"mean_week_duration\": 6.213}, \"18692\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-03-09 17:47:19.000000+00:00\", \"2021-12-04 14:15:57.000000+00:00\"], \"session_ids\": [\"154aa0c0-3b03-4a08-8a5b-1e9d36e76992\", \"bcb26004-094f-495d-bf4e-4f1425f5f9cc\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 6.786}, \"7726\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-11-01 14:59:10.000000+00:00\", \"2019-07-21 09:35:04.000000+00:00\"], \"session_ids\": [\"3e6e03f1-d627-4c17-8c6f-e3aa0197dd92\", \"7ca4b757-4eff-41e4-8f58-517ab7a2bdb1\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 1.701}, \"34315\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-06 11:02:48.000000+00:00\", \"2020-09-11 04:52:29.000000+00:00\", \"2019-12-11 04:23:01.000000+00:00\", \"2019-10-29 11:13:50.000000+00:00\", \"2021-01-21 16:40:58.000000+00:00\", \"2022-03-30 22:59:13.000000+00:00\", \"2023-01-30 08:58:52.000000+00:00\", \"2020-08-28 02:55:22.000000+00:00\", \"2021-04-09 00:21:58.000000+00:00\"], \"session_ids\": [\"d4e18a85-d93d-4dad-9a9f-56a370341bd6\", \"1155d4bc-90cb-4d2b-b6ec-dc85868bf547\", \"b82e59db-f786-43e9-8363-e40688fba373\", \"751bf8c3-282d-47d9-b0fa-780f04299b1d\", \"e2dfdae9-e941-4057-97be-2fbff8b31d84\", \"f7bcdd70-f68e-4f94-89be-c39974c3d40c\", \"4bdeb09b-9754-44a2-b475-4415c47c062b\", \"95aefab0-07db-4a7b-82ea-3467016a595a\", \"65d4a985-73e6-4070-8cf5-5a4b41d1a9b7\"], \"total_duration\": 113.0, \"total_sessions\": 9, \"mean_week_duration\": 0.604}, \"19232\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-12-23 16:53:54.000000+00:00\", \"2019-08-11 10:20:35.000000+00:00\", \"2019-01-23 11:14:11.000000+00:00\", \"2022-05-12 01:53:10.000000+00:00\", \"2023-06-29 11:51:12.000000+00:00\", \"2022-06-15 06:44:45.000000+00:00\"], \"session_ids\": [\"1da7a2f5-e3ec-424f-b9eb-b0357e2d25cc\", \"996d181d-f7ee-44a9-8f18-b6c1a26e9127\", \"aca0258c-5fed-49b7-9ba2-0b089e114d47\", \"6563cf3b-c27a-4cc4-846c-0b60503e8757\", \"4d264363-b644-4c9d-88ef-6d35165b4425\", \"c5432db8-ffb6-4920-b20f-ecb381a2d0fd\"], \"total_duration\": 6223.0, \"total_sessions\": 6, \"mean_week_duration\": 26.823}, \"33729\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-09-26 18:53:50.000000+00:00\", \"2022-08-13 14:49:08.000000+00:00\", \"2019-07-18 16:52:22.000000+00:00\"], \"session_ids\": [\"49a4a4b8-1308-45db-8bac-9c8c0bf2ff31\", \"1384d10f-1ddb-4a89-b011-51ebcd6c08a7\", \"2bcaa056-0512-42f5-a449-ae735e2f0ea0\"], \"total_duration\": 70.0, \"total_sessions\": 3, \"mean_week_duration\": 0.419}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are less than 4 and are greater than 7"
},
{
"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{\"55610\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-05-22 20:03:58.000000+00:00\", \"2023-01-13 12:56:08.000000+00:00\"], \"session_ids\": [\"f922f13d-8f35-4d38-a3a6-584d05f1c690\", \"a0dd962e-0f49-466b-958b-d7ea893bf51e\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.314}, \"46098\": {\"keyflows\": {\"Sign In Flow\": 2}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2019-11-14 06:11:16.000000+00:00\", \"2019-07-21 19:43:23.000000+00:00\"], \"session_ids\": [\"d716fd3e-ba77-4557-bfe3-2ba5bb8dcc84\", \"c3d14c72-d36c-41a0-9941-be9e280c0c0b\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 21.824}, \"10550\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-11-08 14:07:12.000000+00:00\", \"2020-11-05 06:11:59.000000+00:00\"], \"session_ids\": [\"1988c317-56ff-456a-8ded-2394f17c101e\", \"4a0d3937-f87d-4544-9c66-fea4d1b2ed89\"], \"total_duration\": 401.0, \"total_sessions\": 2, \"mean_week_duration\": 401.0}, \"87722\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-05-20 05:53:11.000000+00:00\", \"2019-11-17 20:46:28.000000+00:00\"], \"session_ids\": [\"06d30f7a-6437-4a27-b3e7-9d947349d5a9\", \"69df138e-b345-461b-80dc-875afc53299a\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 4.63}, \"18692\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-03-09 17:47:19.000000+00:00\", \"2021-12-04 14:15:57.000000+00:00\"], \"session_ids\": [\"154aa0c0-3b03-4a08-8a5b-1e9d36e76992\", \"bcb26004-094f-495d-bf4e-4f1425f5f9cc\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 6.786}, \"7726\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-11-01 14:59:10.000000+00:00\", \"2019-07-21 09:35:04.000000+00:00\"], \"session_ids\": [\"3e6e03f1-d627-4c17-8c6f-e3aa0197dd92\", \"7ca4b757-4eff-41e4-8f58-517ab7a2bdb1\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 1.701}, \"33729\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-09-26 18:53:50.000000+00:00\", \"2022-08-13 14:49:08.000000+00:00\", \"2019-07-18 16:52:22.000000+00:00\"], \"session_ids\": [\"49a4a4b8-1308-45db-8bac-9c8c0bf2ff31\", \"1384d10f-1ddb-4a89-b011-51ebcd6c08a7\", \"2bcaa056-0512-42f5-a449-ae735e2f0ea0\"], \"total_duration\": 70.0, \"total_sessions\": 3, \"mean_week_duration\": 0.419}, \"34315\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-06 11:02:48.000000+00:00\", \"2020-09-11 04:52:29.000000+00:00\", \"2019-12-11 04:23:01.000000+00:00\", \"2019-10-29 11:13:50.000000+00:00\", \"2021-01-21 16:40:58.000000+00:00\", \"2022-03-30 22:59:13.000000+00:00\", \"2023-01-30 08:58:52.000000+00:00\", \"2020-08-28 02:55:22.000000+00:00\", \"2021-04-09 00:21:58.000000+00:00\"], \"session_ids\": [\"d4e18a85-d93d-4dad-9a9f-56a370341bd6\", \"1155d4bc-90cb-4d2b-b6ec-dc85868bf547\", \"b82e59db-f786-43e9-8363-e40688fba373\", \"751bf8c3-282d-47d9-b0fa-780f04299b1d\", \"e2dfdae9-e941-4057-97be-2fbff8b31d84\", \"f7bcdd70-f68e-4f94-89be-c39974c3d40c\", \"4bdeb09b-9754-44a2-b475-4415c47c062b\", \"95aefab0-07db-4a7b-82ea-3467016a595a\", \"65d4a985-73e6-4070-8cf5-5a4b41d1a9b7\"], \"total_duration\": 113.0, \"total_sessions\": 9, \"mean_week_duration\": 0.604}}\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[{\"55610\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-05-22 20:03:58.000000+00:00\", \"2023-01-13 12:56:08.000000+00:00\"], \"session_ids\": [\"f922f13d-8f35-4d38-a3a6-584d05f1c690\", \"a0dd962e-0f49-466b-958b-d7ea893bf51e\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.314}}, {\"46098\": {\"keyflows\": {\"Sign In Flow\": 2}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2019-11-14 06:11:16.000000+00:00\", \"2019-07-21 19:43:23.000000+00:00\"], \"session_ids\": [\"d716fd3e-ba77-4557-bfe3-2ba5bb8dcc84\", \"c3d14c72-d36c-41a0-9941-be9e280c0c0b\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 21.824}}, {\"10550\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-11-08 14:07:12.000000+00:00\", \"2020-11-05 06:11:59.000000+00:00\"], \"session_ids\": [\"1988c317-56ff-456a-8ded-2394f17c101e\", \"4a0d3937-f87d-4544-9c66-fea4d1b2ed89\"], \"total_duration\": 401.0, \"total_sessions\": 2, \"mean_week_duration\": 401.0}}, {\"87722\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-05-20 05:53:11.000000+00:00\", \"2019-11-17 20:46:28.000000+00:00\"], \"session_ids\": [\"06d30f7a-6437-4a27-b3e7-9d947349d5a9\", \"69df138e-b345-461b-80dc-875afc53299a\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 4.63}}, {\"18692\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-03-09 17:47:19.000000+00:00\", \"2021-12-04 14:15:57.000000+00:00\"], \"session_ids\": [\"154aa0c0-3b03-4a08-8a5b-1e9d36e76992\", \"bcb26004-094f-495d-bf4e-4f1425f5f9cc\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 6.786}}, {\"7726\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-11-01 14:59:10.000000+00:00\", \"2019-07-21 09:35:04.000000+00:00\"], \"session_ids\": [\"3e6e03f1-d627-4c17-8c6f-e3aa0197dd92\", \"7ca4b757-4eff-41e4-8f58-517ab7a2bdb1\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 1.701}}, {\"33729\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-09-26 18:53:50.000000+00:00\", \"2022-08-13 14:49:08.000000+00:00\", \"2019-07-18 16:52:22.000000+00:00\"], \"session_ids\": [\"49a4a4b8-1308-45db-8bac-9c8c0bf2ff31\", \"1384d10f-1ddb-4a89-b011-51ebcd6c08a7\", \"2bcaa056-0512-42f5-a449-ae735e2f0ea0\"], \"total_duration\": 70.0, \"total_sessions\": 3, \"mean_week_duration\": 0.419}}, {\"34315\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-06 11:02:48.000000+00:00\", \"2020-09-11 04:52:29.000000+00:00\", \"2019-12-11 04:23:01.000000+00:00\", \"2019-10-29 11:13:50.000000+00:00\", \"2021-01-21 16:40:58.000000+00:00\", \"2022-03-30 22:59:13.000000+00:00\", \"2023-01-30 08:58:52.000000+00:00\", \"2020-08-28 02:55:22.000000+00:00\", \"2021-04-09 00:21:58.000000+00:00\"], \"session_ids\": [\"d4e18a85-d93d-4dad-9a9f-56a370341bd6\", \"1155d4bc-90cb-4d2b-b6ec-dc85868bf547\", \"b82e59db-f786-43e9-8363-e40688fba373\", \"751bf8c3-282d-47d9-b0fa-780f04299b1d\", \"e2dfdae9-e941-4057-97be-2fbff8b31d84\", \"f7bcdd70-f68e-4f94-89be-c39974c3d40c\", \"4bdeb09b-9754-44a2-b475-4415c47c062b\", \"95aefab0-07db-4a7b-82ea-3467016a595a\", \"65d4a985-73e6-4070-8cf5-5a4b41d1a9b7\"], \"total_duration\": 113.0, \"total_sessions\": 9, \"mean_week_duration\": 0.604}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 7 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"55610\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-05-22 20:03:58.000000+00:00\", \"2023-01-13 12:56:08.000000+00:00\"], \"session_ids\": [\"f922f13d-8f35-4d38-a3a6-584d05f1c690\", \"a0dd962e-0f49-466b-958b-d7ea893bf51e\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.314}}, {\"46098\": {\"keyflows\": {\"Sign In Flow\": 2}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2019-11-14 06:11:16.000000+00:00\", \"2019-07-21 19:43:23.000000+00:00\"], \"session_ids\": [\"d716fd3e-ba77-4557-bfe3-2ba5bb8dcc84\", \"c3d14c72-d36c-41a0-9941-be9e280c0c0b\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 21.824}}, {\"10550\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-11-08 14:07:12.000000+00:00\", \"2020-11-05 06:11:59.000000+00:00\"], \"session_ids\": [\"1988c317-56ff-456a-8ded-2394f17c101e\", \"4a0d3937-f87d-4544-9c66-fea4d1b2ed89\"], \"total_duration\": 401.0, \"total_sessions\": 2, \"mean_week_duration\": 401.0}}, {\"87722\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-05-20 05:53:11.000000+00:00\", \"2019-11-17 20:46:28.000000+00:00\"], \"session_ids\": [\"06d30f7a-6437-4a27-b3e7-9d947349d5a9\", \"69df138e-b345-461b-80dc-875afc53299a\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 4.63}}, {\"18692\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-03-09 17:47:19.000000+00:00\", \"2021-12-04 14:15:57.000000+00:00\"], \"session_ids\": [\"154aa0c0-3b03-4a08-8a5b-1e9d36e76992\", \"bcb26004-094f-495d-bf4e-4f1425f5f9cc\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 6.786}}, {\"7726\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-11-01 14:59:10.000000+00:00\", \"2019-07-21 09:35:04.000000+00:00\"], \"session_ids\": [\"3e6e03f1-d627-4c17-8c6f-e3aa0197dd92\", \"7ca4b757-4eff-41e4-8f58-517ab7a2bdb1\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 1.701}}, {\"33729\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-09-26 18:53:50.000000+00:00\", \"2022-08-13 14:49:08.000000+00:00\", \"2019-07-18 16:52:22.000000+00:00\"], \"session_ids\": [\"49a4a4b8-1308-45db-8bac-9c8c0bf2ff31\", \"1384d10f-1ddb-4a89-b011-51ebcd6c08a7\", \"2bcaa056-0512-42f5-a449-ae735e2f0ea0\"], \"total_duration\": 70.0, \"total_sessions\": 3, \"mean_week_duration\": 0.419}}]\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[{\"55610\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-05-22 20:03:58.000000+00:00\", \"2023-01-13 12:56:08.000000+00:00\"], \"session_ids\": [\"f922f13d-8f35-4d38-a3a6-584d05f1c690\", \"a0dd962e-0f49-466b-958b-d7ea893bf51e\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.314}}, {\"46098\": {\"keyflows\": {\"Sign In Flow\": 2}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2019-11-14 06:11:16.000000+00:00\", \"2019-07-21 19:43:23.000000+00:00\"], \"session_ids\": [\"d716fd3e-ba77-4557-bfe3-2ba5bb8dcc84\", \"c3d14c72-d36c-41a0-9941-be9e280c0c0b\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 21.824}}, {\"10550\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-11-08 14:07:12.000000+00:00\", \"2020-11-05 06:11:59.000000+00:00\"], \"session_ids\": [\"1988c317-56ff-456a-8ded-2394f17c101e\", \"4a0d3937-f87d-4544-9c66-fea4d1b2ed89\"], \"total_duration\": 401.0, \"total_sessions\": 2, \"mean_week_duration\": 401.0}}, {\"87722\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-05-20 05:53:11.000000+00:00\", \"2019-11-17 20:46:28.000000+00:00\"], \"session_ids\": [\"06d30f7a-6437-4a27-b3e7-9d947349d5a9\", \"69df138e-b345-461b-80dc-875afc53299a\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 4.63}}, {\"18692\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-03-09 17:47:19.000000+00:00\", \"2021-12-04 14:15:57.000000+00:00\"], \"session_ids\": [\"154aa0c0-3b03-4a08-8a5b-1e9d36e76992\", \"bcb26004-094f-495d-bf4e-4f1425f5f9cc\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 6.786}}, {\"7726\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-11-01 14:59:10.000000+00:00\", \"2019-07-21 09:35:04.000000+00:00\"], \"session_ids\": [\"3e6e03f1-d627-4c17-8c6f-e3aa0197dd92\", \"7ca4b757-4eff-41e4-8f58-517ab7a2bdb1\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 1.701}}, {\"33729\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-09-26 18:53:50.000000+00:00\", \"2022-08-13 14:49:08.000000+00:00\", \"2019-07-18 16:52:22.000000+00:00\"], \"session_ids\": [\"49a4a4b8-1308-45db-8bac-9c8c0bf2ff31\", \"1384d10f-1ddb-4a89-b011-51ebcd6c08a7\", \"2bcaa056-0512-42f5-a449-ae735e2f0ea0\"], \"total_duration\": 70.0, \"total_sessions\": 3, \"mean_week_duration\": 0.419}}]\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 user to me who is user with highest sessions count , implement sorting by town title form the lowest to the highest + save only 4 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"96780\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-12-12 01:58:36.000000+00:00\", \"2020-05-09 06:44:28.000000+00:00\", \"2022-05-23 17:49:10.000000+00:00\", \"2020-07-12 14:27:52.000000+00:00\", \"2023-06-06 05:15:36.000000+00:00\", \"2023-02-03 15:49:32.000000+00:00\", \"2021-11-08 03:52:43.000000+00:00\"], \"session_ids\": [\"f7c924b3-4fd3-4cbd-8709-198dd57983ea\", \"f720b396-beec-47c4-81cb-54fe6eee342c\", \"48af585a-f5d9-43c5-a8c8-35206dcd3114\", \"ab481c27-80c4-4d7c-a3a2-92ec941f2588\", \"ebe096b0-12da-41a9-81be-71c0f23c04ea\", \"72779022-bc6e-491f-af87-9ec67814a219\", \"579d9ed7-b23b-48f7-bdbf-92481a608ebe\"], \"total_duration\": 6227.0, \"total_sessions\": 7, \"mean_week_duration\": 38.677}, \"11000\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-05-16 20:23:11.000000+00:00\", \"2020-10-05 04:50:05.000000+00:00\"], \"session_ids\": [\"ac378069-cd00-4321-be54-c753dcff89f9\", \"c1554beb-9a4c-4689-be6d-b58f00928062\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 1.719}, \"93902\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-02-03 10:12:20.000000+00:00\", \"2020-01-30 23:29:24.000000+00:00\", \"2020-11-16 00:25:54.000000+00:00\", \"2021-10-23 11:02:48.000000+00:00\", \"2020-05-15 02:34:20.000000+00:00\", \"2022-05-05 09:30:37.000000+00:00\", \"2022-10-06 22:19:43.000000+00:00\", \"2019-11-05 15:16:27.000000+00:00\"], \"session_ids\": [\"ac000d9d-d600-40da-b259-f5e3ca3028d4\", \"b2043378-a8e6-4c21-82f8-d2108ed29139\", \"1bdf49c2-8f03-4353-a22d-b8650d27092b\", \"35c6ddfc-08b7-4c5d-8ae7-9be5c3469bdf\", \"8b9a870e-54d9-4002-859d-ba47263d837e\", \"ed5e93cd-ae82-44c1-8895-e87132c0c331\", \"07982b47-cffb-48f4-8e70-893508572466\", \"694b1b59-a025-41f1-ad12-c3740698a488\"], \"total_duration\": 272.0, \"total_sessions\": 8, \"mean_week_duration\": 1.417}, \"26819\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-03-22 02:23:41.000000+00:00\", \"2021-10-13 02:23:43.000000+00:00\", \"2020-07-25 01:18:59.000000+00:00\", \"2019-10-16 23:06:11.000000+00:00\", \"2020-05-26 10:16:31.000000+00:00\", \"2020-11-17 05:45:32.000000+00:00\"], \"session_ids\": [\"0b27f492-6856-49b0-878d-632ef8ecc907\", \"97b78d67-9bcf-4785-a42d-f900c275c25b\", \"2dd3dcf5-e48a-4c4e-b17c-e85bac973646\", \"e08c60bb-ac9b-4c3a-868c-82e71a3d3e92\", \"7600fdac-4f77-4f0a-b5b4-bae493a007ac\", \"f9e9ee98-36e5-4365-8cd6-2bea0807b7ea\"], \"total_duration\": 3751.0, \"total_sessions\": 6, \"mean_week_duration\": 27.993}, \"88912\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-10-03 06:53:51.000000+00:00\", \"2019-05-05 19:58:57.000000+00:00\", \"2022-07-30 07:46:24.000000+00:00\", \"2022-12-17 14:26:00.000000+00:00\"], \"session_ids\": [\"1005d057-c1b1-479a-a0e5-4eb0015f3b42\", \"b9ae861b-ff29-48d3-9107-a704a493a792\", \"92b37d0c-0c2a-480c-a93c-1354c365f577\", \"e0ae7d32-fb44-4deb-94cc-cd230396ad34\"], \"total_duration\": 710.0, \"total_sessions\": 4, \"mean_week_duration\": 3.757}, \"21219\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-12-26 00:06:41.000000+00:00\", \"2021-07-03 14:20:06.000000+00:00\", \"2022-11-23 12:41:18.000000+00:00\"], \"session_ids\": [\"b2bcc6d1-dbfc-4a74-8e8c-72566f6d39d0\", \"297c0c66-2653-429c-92ad-ed77fdb1ea43\", \"f1872d49-c756-4c17-ae53-104c5346efce\"], \"total_duration\": 993.0, \"total_sessions\": 3, \"mean_week_duration\": 12.731}, \"60614\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-03-13 00:00:12.000000+00:00\", \"2021-09-25 19:55:31.000000+00:00\"], \"session_ids\": [\"810f8fb0-c703-444a-a102-422936bcaf39\", \"606f4ed1-46bc-41db-bbee-1915e0e8cb61\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 4.75}, \"31393\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-11-26 00:49:40.000000+00:00\", \"2019-08-04 00:38:56.000000+00:00\"], \"session_ids\": [\"149272f6-5b9a-4966-ac1f-6f0648845ea4\", \"f964fffb-0d66-4013-b148-fd94588a7900\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 0.659}, \"58101\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-10-21 21:46:00.000000+00:00\", \"2019-04-02 07:53:35.000000+00:00\", \"2022-02-15 14:02:18.000000+00:00\", \"2019-06-02 10:37:16.000000+00:00\", \"2019-01-27 03:20:40.000000+00:00\", \"2023-05-16 23:12:56.000000+00:00\", \"2023-03-29 13:17:30.000000+00:00\", \"2021-05-04 12:53:52.000000+00:00\"], \"session_ids\": [\"e0e40d65-4dfd-4dc5-8d13-478a7578f514\", \"68419db8-0f72-48f9-a162-07e001713dc9\", \"01aef0b1-2cba-49f5-acc0-b82b5a52ce3a\", \"6fd5904b-9ecb-4063-9d7f-0fd9e5e0922c\", \"64b4dd31-c626-4f49-b08e-7f8070cfc441\", \"5fa5b902-f7fd-4cdd-b39f-a23178c5ed02\", \"fde6e89b-b99e-4c5c-bd48-e967c716452c\", \"1018414e-1cbe-4a5d-b586-3e2b20d6d789\"], \"total_duration\": 11719.0, \"total_sessions\": 8, \"mean_week_duration\": 52.084}, \"38930\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-11-05 05:46:42.000000+00:00\", \"2021-04-01 10:42:26.000000+00:00\"], \"session_ids\": [\"2e7fdff8-50d2-4842-a763-9e2c67d21ae4\", \"bb5fab50-261c-426e-afb5-96836638d038\"], \"total_duration\": 349.0, \"total_sessions\": 2, \"mean_week_duration\": 11.258}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the highest 1 total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": true, \"quant_to_remain\": 1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"93902\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-02-03 10:12:20.000000+00:00\", \"2020-01-30 23:29:24.000000+00:00\", \"2020-11-16 00:25:54.000000+00:00\", \"2021-10-23 11:02:48.000000+00:00\", \"2020-05-15 02:34:20.000000+00:00\", \"2022-05-05 09:30:37.000000+00:00\", \"2022-10-06 22:19:43.000000+00:00\", \"2019-11-05 15:16:27.000000+00:00\"], \"session_ids\": [\"ac000d9d-d600-40da-b259-f5e3ca3028d4\", \"b2043378-a8e6-4c21-82f8-d2108ed29139\", \"1bdf49c2-8f03-4353-a22d-b8650d27092b\", \"35c6ddfc-08b7-4c5d-8ae7-9be5c3469bdf\", \"8b9a870e-54d9-4002-859d-ba47263d837e\", \"ed5e93cd-ae82-44c1-8895-e87132c0c331\", \"07982b47-cffb-48f4-8e70-893508572466\", \"694b1b59-a025-41f1-ad12-c3740698a488\"], \"total_duration\": 272.0, \"total_sessions\": 8, \"mean_week_duration\": 1.417}}, {\"58101\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-10-21 21:46:00.000000+00:00\", \"2019-04-02 07:53:35.000000+00:00\", \"2022-02-15 14:02:18.000000+00:00\", \"2019-06-02 10:37:16.000000+00:00\", \"2019-01-27 03:20:40.000000+00:00\", \"2023-05-16 23:12:56.000000+00:00\", \"2023-03-29 13:17:30.000000+00:00\", \"2021-05-04 12:53:52.000000+00:00\"], \"session_ids\": [\"e0e40d65-4dfd-4dc5-8d13-478a7578f514\", \"68419db8-0f72-48f9-a162-07e001713dc9\", \"01aef0b1-2cba-49f5-acc0-b82b5a52ce3a\", \"6fd5904b-9ecb-4063-9d7f-0fd9e5e0922c\", \"64b4dd31-c626-4f49-b08e-7f8070cfc441\", \"5fa5b902-f7fd-4cdd-b39f-a23178c5ed02\", \"fde6e89b-b99e-4c5c-bd48-e967c716452c\", \"1018414e-1cbe-4a5d-b586-3e2b20d6d789\"], \"total_duration\": 11719.0, \"total_sessions\": 8, \"mean_week_duration\": 52.084}}, {\"96780\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-12-12 01:58:36.000000+00:00\", \"2020-05-09 06:44:28.000000+00:00\", \"2022-05-23 17:49:10.000000+00:00\", \"2020-07-12 14:27:52.000000+00:00\", \"2023-06-06 05:15:36.000000+00:00\", \"2023-02-03 15:49:32.000000+00:00\", \"2021-11-08 03:52:43.000000+00:00\"], \"session_ids\": [\"f7c924b3-4fd3-4cbd-8709-198dd57983ea\", \"f720b396-beec-47c4-81cb-54fe6eee342c\", \"48af585a-f5d9-43c5-a8c8-35206dcd3114\", \"ab481c27-80c4-4d7c-a3a2-92ec941f2588\", \"ebe096b0-12da-41a9-81be-71c0f23c04ea\", \"72779022-bc6e-491f-af87-9ec67814a219\", \"579d9ed7-b23b-48f7-bdbf-92481a608ebe\"], \"total_duration\": 6227.0, \"total_sessions\": 7, \"mean_week_duration\": 38.677}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"93902\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-02-03 10:12:20.000000+00:00\", \"2020-01-30 23:29:24.000000+00:00\", \"2020-11-16 00:25:54.000000+00:00\", \"2021-10-23 11:02:48.000000+00:00\", \"2020-05-15 02:34:20.000000+00:00\", \"2022-05-05 09:30:37.000000+00:00\", \"2022-10-06 22:19:43.000000+00:00\", \"2019-11-05 15:16:27.000000+00:00\"], \"session_ids\": [\"ac000d9d-d600-40da-b259-f5e3ca3028d4\", \"b2043378-a8e6-4c21-82f8-d2108ed29139\", \"1bdf49c2-8f03-4353-a22d-b8650d27092b\", \"35c6ddfc-08b7-4c5d-8ae7-9be5c3469bdf\", \"8b9a870e-54d9-4002-859d-ba47263d837e\", \"ed5e93cd-ae82-44c1-8895-e87132c0c331\", \"07982b47-cffb-48f4-8e70-893508572466\", \"694b1b59-a025-41f1-ad12-c3740698a488\"], \"total_duration\": 272.0, \"total_sessions\": 8, \"mean_week_duration\": 1.417}}, {\"96780\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-12-12 01:58:36.000000+00:00\", \"2020-05-09 06:44:28.000000+00:00\", \"2022-05-23 17:49:10.000000+00:00\", \"2020-07-12 14:27:52.000000+00:00\", \"2023-06-06 05:15:36.000000+00:00\", \"2023-02-03 15:49:32.000000+00:00\", \"2021-11-08 03:52:43.000000+00:00\"], \"session_ids\": [\"f7c924b3-4fd3-4cbd-8709-198dd57983ea\", \"f720b396-beec-47c4-81cb-54fe6eee342c\", \"48af585a-f5d9-43c5-a8c8-35206dcd3114\", \"ab481c27-80c4-4d7c-a3a2-92ec941f2588\", \"ebe096b0-12da-41a9-81be-71c0f23c04ea\", \"72779022-bc6e-491f-af87-9ec67814a219\", \"579d9ed7-b23b-48f7-bdbf-92481a608ebe\"], \"total_duration\": 6227.0, \"total_sessions\": 7, \"mean_week_duration\": 38.677}}, {\"58101\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-10-21 21:46:00.000000+00:00\", \"2019-04-02 07:53:35.000000+00:00\", \"2022-02-15 14:02:18.000000+00:00\", \"2019-06-02 10:37:16.000000+00:00\", \"2019-01-27 03:20:40.000000+00:00\", \"2023-05-16 23:12:56.000000+00:00\", \"2023-03-29 13:17:30.000000+00:00\", \"2021-05-04 12:53:52.000000+00:00\"], \"session_ids\": [\"e0e40d65-4dfd-4dc5-8d13-478a7578f514\", \"68419db8-0f72-48f9-a162-07e001713dc9\", \"01aef0b1-2cba-49f5-acc0-b82b5a52ce3a\", \"6fd5904b-9ecb-4063-9d7f-0fd9e5e0922c\", \"64b4dd31-c626-4f49-b08e-7f8070cfc441\", \"5fa5b902-f7fd-4cdd-b39f-a23178c5ed02\", \"fde6e89b-b99e-4c5c-bd48-e967c716452c\", \"1018414e-1cbe-4a5d-b586-3e2b20d6d789\"], \"total_duration\": 11719.0, \"total_sessions\": 8, \"mean_week_duration\": 52.084}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 4 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"93902\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-02-03 10:12:20.000000+00:00\", \"2020-01-30 23:29:24.000000+00:00\", \"2020-11-16 00:25:54.000000+00:00\", \"2021-10-23 11:02:48.000000+00:00\", \"2020-05-15 02:34:20.000000+00:00\", \"2022-05-05 09:30:37.000000+00:00\", \"2022-10-06 22:19:43.000000+00:00\", \"2019-11-05 15:16:27.000000+00:00\"], \"session_ids\": [\"ac000d9d-d600-40da-b259-f5e3ca3028d4\", \"b2043378-a8e6-4c21-82f8-d2108ed29139\", \"1bdf49c2-8f03-4353-a22d-b8650d27092b\", \"35c6ddfc-08b7-4c5d-8ae7-9be5c3469bdf\", \"8b9a870e-54d9-4002-859d-ba47263d837e\", \"ed5e93cd-ae82-44c1-8895-e87132c0c331\", \"07982b47-cffb-48f4-8e70-893508572466\", \"694b1b59-a025-41f1-ad12-c3740698a488\"], \"total_duration\": 272.0, \"total_sessions\": 8, \"mean_week_duration\": 1.417}}, {\"96780\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-12-12 01:58:36.000000+00:00\", \"2020-05-09 06:44:28.000000+00:00\", \"2022-05-23 17:49:10.000000+00:00\", \"2020-07-12 14:27:52.000000+00:00\", \"2023-06-06 05:15:36.000000+00:00\", \"2023-02-03 15:49:32.000000+00:00\", \"2021-11-08 03:52:43.000000+00:00\"], \"session_ids\": [\"f7c924b3-4fd3-4cbd-8709-198dd57983ea\", \"f720b396-beec-47c4-81cb-54fe6eee342c\", \"48af585a-f5d9-43c5-a8c8-35206dcd3114\", \"ab481c27-80c4-4d7c-a3a2-92ec941f2588\", \"ebe096b0-12da-41a9-81be-71c0f23c04ea\", \"72779022-bc6e-491f-af87-9ec67814a219\", \"579d9ed7-b23b-48f7-bdbf-92481a608ebe\"], \"total_duration\": 6227.0, \"total_sessions\": 7, \"mean_week_duration\": 38.677}}, {\"58101\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-10-21 21:46:00.000000+00:00\", \"2019-04-02 07:53:35.000000+00:00\", \"2022-02-15 14:02:18.000000+00:00\", \"2019-06-02 10:37:16.000000+00:00\", \"2019-01-27 03:20:40.000000+00:00\", \"2023-05-16 23:12:56.000000+00:00\", \"2023-03-29 13:17:30.000000+00:00\", \"2021-05-04 12:53:52.000000+00:00\"], \"session_ids\": [\"e0e40d65-4dfd-4dc5-8d13-478a7578f514\", \"68419db8-0f72-48f9-a162-07e001713dc9\", \"01aef0b1-2cba-49f5-acc0-b82b5a52ce3a\", \"6fd5904b-9ecb-4063-9d7f-0fd9e5e0922c\", \"64b4dd31-c626-4f49-b08e-7f8070cfc441\", \"5fa5b902-f7fd-4cdd-b39f-a23178c5ed02\", \"fde6e89b-b99e-4c5c-bd48-e967c716452c\", \"1018414e-1cbe-4a5d-b586-3e2b20d6d789\"], \"total_duration\": 11719.0, \"total_sessions\": 8, \"mean_week_duration\": 52.084}}]\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[{\"93902\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-02-03 10:12:20.000000+00:00\", \"2020-01-30 23:29:24.000000+00:00\", \"2020-11-16 00:25:54.000000+00:00\", \"2021-10-23 11:02:48.000000+00:00\", \"2020-05-15 02:34:20.000000+00:00\", \"2022-05-05 09:30:37.000000+00:00\", \"2022-10-06 22:19:43.000000+00:00\", \"2019-11-05 15:16:27.000000+00:00\"], \"session_ids\": [\"ac000d9d-d600-40da-b259-f5e3ca3028d4\", \"b2043378-a8e6-4c21-82f8-d2108ed29139\", \"1bdf49c2-8f03-4353-a22d-b8650d27092b\", \"35c6ddfc-08b7-4c5d-8ae7-9be5c3469bdf\", \"8b9a870e-54d9-4002-859d-ba47263d837e\", \"ed5e93cd-ae82-44c1-8895-e87132c0c331\", \"07982b47-cffb-48f4-8e70-893508572466\", \"694b1b59-a025-41f1-ad12-c3740698a488\"], \"total_duration\": 272.0, \"total_sessions\": 8, \"mean_week_duration\": 1.417}}, {\"96780\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-12-12 01:58:36.000000+00:00\", \"2020-05-09 06:44:28.000000+00:00\", \"2022-05-23 17:49:10.000000+00:00\", \"2020-07-12 14:27:52.000000+00:00\", \"2023-06-06 05:15:36.000000+00:00\", \"2023-02-03 15:49:32.000000+00:00\", \"2021-11-08 03:52:43.000000+00:00\"], \"session_ids\": [\"f7c924b3-4fd3-4cbd-8709-198dd57983ea\", \"f720b396-beec-47c4-81cb-54fe6eee342c\", \"48af585a-f5d9-43c5-a8c8-35206dcd3114\", \"ab481c27-80c4-4d7c-a3a2-92ec941f2588\", \"ebe096b0-12da-41a9-81be-71c0f23c04ea\", \"72779022-bc6e-491f-af87-9ec67814a219\", \"579d9ed7-b23b-48f7-bdbf-92481a608ebe\"], \"total_duration\": 6227.0, \"total_sessions\": 7, \"mean_week_duration\": 38.677}}, {\"58101\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-10-21 21:46:00.000000+00:00\", \"2019-04-02 07:53:35.000000+00:00\", \"2022-02-15 14:02:18.000000+00:00\", \"2019-06-02 10:37:16.000000+00:00\", \"2019-01-27 03:20:40.000000+00:00\", \"2023-05-16 23:12:56.000000+00:00\", \"2023-03-29 13:17:30.000000+00:00\", \"2021-05-04 12:53:52.000000+00:00\"], \"session_ids\": [\"e0e40d65-4dfd-4dc5-8d13-478a7578f514\", \"68419db8-0f72-48f9-a162-07e001713dc9\", \"01aef0b1-2cba-49f5-acc0-b82b5a52ce3a\", \"6fd5904b-9ecb-4063-9d7f-0fd9e5e0922c\", \"64b4dd31-c626-4f49-b08e-7f8070cfc441\", \"5fa5b902-f7fd-4cdd-b39f-a23178c5ed02\", \"fde6e89b-b99e-4c5c-bd48-e967c716452c\", \"1018414e-1cbe-4a5d-b586-3e2b20d6d789\"], \"total_duration\": 11719.0, \"total_sessions\": 8, \"mean_week_duration\": 52.084}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about users who have total duration amount strictly smaller than 2445 and strictly bigger than 3361 also apply sorting by city title form the highest value to the lowest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"91495\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-10-05 17:16:34.000000+00:00\", \"2020-03-23 19:01:47.000000+00:00\", \"2020-06-06 01:50:28.000000+00:00\", \"2023-05-31 02:52:27.000000+00:00\"], \"session_ids\": [\"79bf826f-cfc3-4c98-b2b4-c567ef37186c\", \"345c0437-166c-4b86-9512-a2313943e729\", \"5c7302ed-9b1f-44f8-a9cb-dd1065d08dc5\", \"ab6e0fcb-659e-46d4-b927-0dc9b0096ebc\"], \"total_duration\": 1692.0, \"total_sessions\": 4, \"mean_week_duration\": 8.859}, \"61800\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-05-02 15:41:27.000000+00:00\", \"2021-11-07 03:20:01.000000+00:00\", \"2021-12-24 06:22:09.000000+00:00\", \"2023-02-21 06:25:54.000000+00:00\", \"2022-07-08 11:16:41.000000+00:00\", \"2019-05-21 23:44:30.000000+00:00\", \"2022-08-09 06:47:08.000000+00:00\"], \"session_ids\": [\"21cf22c6-c1d3-4d65-b3a9-b4e3e2a28e02\", \"a88244a4-08c9-4595-9342-ad0f26e58a24\", \"5a11e3c8-f558-4eae-b4f0-84afc86d3735\", \"ac112d56-f0fa-474c-b95c-aa26d541172c\", \"e97644ad-a89a-4ce2-ae89-dbd313ec53ea\", \"57d0ad20-f457-4cdf-9525-b882f40c547f\", \"d43684c0-1139-45c8-91b9-5ff3b16a1e2a\"], \"total_duration\": 6575.0, \"total_sessions\": 7, \"mean_week_duration\": 33.546}, \"57597\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-02-16 05:58:27.000000+00:00\", \"2022-11-11 02:17:19.000000+00:00\", \"2021-06-03 21:33:20.000000+00:00\", \"2019-03-26 01:53:01.000000+00:00\", \"2022-07-19 17:29:31.000000+00:00\", \"2019-01-19 01:09:57.000000+00:00\", \"2023-03-04 04:14:15.000000+00:00\", \"2020-02-14 11:49:29.000000+00:00\", \"2021-10-21 20:36:02.000000+00:00\"], \"session_ids\": [\"b9351763-6d49-4b82-b38c-db09a298a653\", \"00232df7-259a-4543-9da4-2067ba1bc412\", \"97638df1-d1b1-428b-a5c8-c713f055412f\", \"ee7d6fc4-3baa-4dc4-890a-b84c3cb99b37\", \"3aa6174b-e410-450e-9cf3-240953ca8d0d\", \"1e0c8e1b-7ec4-4faa-89ce-a5b56c6267dc\", \"3d574f5a-0fed-4749-a563-18ee7c7176af\", \"69d2304a-90c9-4bf7-b47b-4a655836fe92\", \"2504f982-a6dd-46cf-8899-6535a9ef2cb0\"], \"total_duration\": 8453.0, \"total_sessions\": 9, \"mean_week_duration\": 39.316}, \"44613\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-13 17:19:53.000000+00:00\", \"2020-02-16 16:06:53.000000+00:00\", \"2020-09-10 07:50:57.000000+00:00\", \"2019-10-05 23:26:13.000000+00:00\"], \"session_ids\": [\"32f70a83-747e-4be1-88b3-f6a2105669a3\", \"bba884a6-aade-4bea-a986-76e74d7116e5\", \"502c19d6-ab4e-4df6-b45a-98952d9ccaf0\", \"6472ce61-387b-4639-b4d2-41603d1107cb\"], \"total_duration\": 373.0, \"total_sessions\": 4, \"mean_week_duration\": 7.612}, \"32121\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-09-08 18:26:38.000000+00:00\", \"2019-08-26 16:02:34.000000+00:00\"], \"session_ids\": [\"37b61662-69bc-463f-8dec-ba6f21b6a46c\", \"2d25809e-c043-477a-9f1e-35229ab28f7c\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 3.782}, \"44942\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-07-14 20:33:03.000000+00:00\", \"2019-08-02 04:36:42.000000+00:00\", \"2019-11-21 22:59:56.000000+00:00\", \"2019-03-29 04:24:53.000000+00:00\", \"2020-06-01 08:47:22.000000+00:00\"], \"session_ids\": [\"763cea42-2840-41f6-aabf-8a2e1c8c868c\", \"a4a2b98f-a5fe-4f5a-b868-b9df36c601b4\", \"e8280546-7d06-468b-9cd5-676abca7abd7\", \"dfb9db5c-39c3-47ec-9196-aa8ea18ddd84\", \"bfa7460b-1862-48ac-bf64-4e5a00f907f7\"], \"total_duration\": 105.0, \"total_sessions\": 5, \"mean_week_duration\": 1.694}, \"97830\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-03 15:25:35.000000+00:00\", \"2022-08-31 23:31:22.000000+00:00\"], \"session_ids\": [\"3d1537ad-d68d-4350-b7a9-bac986d94324\", \"3bf1caba-5033-4806-844f-8b3d44f82826\"], \"total_duration\": 276.0, \"total_sessions\": 2, \"mean_week_duration\": 7.886}, \"31552\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2019-06-28 06:02:32.000000+00:00\", \"2022-10-09 05:12:35.000000+00:00\", \"2023-03-23 06:44:49.000000+00:00\", \"2021-09-05 18:56:07.000000+00:00\"], \"session_ids\": [\"679a4f62-b00c-446a-9294-104f7dcec0fd\", \"4b5a30d5-dff5-42fa-b29f-56647a0a3397\", \"b5dfbea7-8826-415f-993b-5ad08d57a3cf\", \"3a089195-8f1f-4be6-bb91-ca8a8df3f643\"], \"total_duration\": 50.0, \"total_sessions\": 4, \"mean_week_duration\": 0.256}, \"63382\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-08-10 20:39:53.000000+00:00\", \"2020-06-12 23:04:26.000000+00:00\"], \"session_ids\": [\"5efbd5e3-c2bf-4417-8f69-d5179a6f58a8\", \"b173ee29-c9ce-4623-8e29-9a34c75557e6\"], \"total_duration\": 124.0, \"total_sessions\": 2, \"mean_week_duration\": 2.818}, \"99391\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-14 20:05:52.000000+00:00\", \"2020-08-16 11:47:14.000000+00:00\"], \"session_ids\": [\"0edddcf6-5f67-4d31-a917-9fa5af97f570\", \"0a9c8e96-cb8f-4a86-8c40-99d29c2c8f31\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 1.682}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are less than 2445 and are greater than 3361"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"total_duration\": [[2445, 3361]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"91495\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-10-05 17:16:34.000000+00:00\", \"2020-03-23 19:01:47.000000+00:00\", \"2020-06-06 01:50:28.000000+00:00\", \"2023-05-31 02:52:27.000000+00:00\"], \"session_ids\": [\"79bf826f-cfc3-4c98-b2b4-c567ef37186c\", \"345c0437-166c-4b86-9512-a2313943e729\", \"5c7302ed-9b1f-44f8-a9cb-dd1065d08dc5\", \"ab6e0fcb-659e-46d4-b927-0dc9b0096ebc\"], \"total_duration\": 1692.0, \"total_sessions\": 4, \"mean_week_duration\": 8.859}, \"44613\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-13 17:19:53.000000+00:00\", \"2020-02-16 16:06:53.000000+00:00\", \"2020-09-10 07:50:57.000000+00:00\", \"2019-10-05 23:26:13.000000+00:00\"], \"session_ids\": [\"32f70a83-747e-4be1-88b3-f6a2105669a3\", \"bba884a6-aade-4bea-a986-76e74d7116e5\", \"502c19d6-ab4e-4df6-b45a-98952d9ccaf0\", \"6472ce61-387b-4639-b4d2-41603d1107cb\"], \"total_duration\": 373.0, \"total_sessions\": 4, \"mean_week_duration\": 7.612}, \"32121\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-09-08 18:26:38.000000+00:00\", \"2019-08-26 16:02:34.000000+00:00\"], \"session_ids\": [\"37b61662-69bc-463f-8dec-ba6f21b6a46c\", \"2d25809e-c043-477a-9f1e-35229ab28f7c\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 3.782}, \"44942\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-07-14 20:33:03.000000+00:00\", \"2019-08-02 04:36:42.000000+00:00\", \"2019-11-21 22:59:56.000000+00:00\", \"2019-03-29 04:24:53.000000+00:00\", \"2020-06-01 08:47:22.000000+00:00\"], \"session_ids\": [\"763cea42-2840-41f6-aabf-8a2e1c8c868c\", \"a4a2b98f-a5fe-4f5a-b868-b9df36c601b4\", \"e8280546-7d06-468b-9cd5-676abca7abd7\", \"dfb9db5c-39c3-47ec-9196-aa8ea18ddd84\", \"bfa7460b-1862-48ac-bf64-4e5a00f907f7\"], \"total_duration\": 105.0, \"total_sessions\": 5, \"mean_week_duration\": 1.694}, \"97830\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-03 15:25:35.000000+00:00\", \"2022-08-31 23:31:22.000000+00:00\"], \"session_ids\": [\"3d1537ad-d68d-4350-b7a9-bac986d94324\", \"3bf1caba-5033-4806-844f-8b3d44f82826\"], \"total_duration\": 276.0, \"total_sessions\": 2, \"mean_week_duration\": 7.886}, \"31552\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2019-06-28 06:02:32.000000+00:00\", \"2022-10-09 05:12:35.000000+00:00\", \"2023-03-23 06:44:49.000000+00:00\", \"2021-09-05 18:56:07.000000+00:00\"], \"session_ids\": [\"679a4f62-b00c-446a-9294-104f7dcec0fd\", \"4b5a30d5-dff5-42fa-b29f-56647a0a3397\", \"b5dfbea7-8826-415f-993b-5ad08d57a3cf\", \"3a089195-8f1f-4be6-bb91-ca8a8df3f643\"], \"total_duration\": 50.0, \"total_sessions\": 4, \"mean_week_duration\": 0.256}, \"63382\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-08-10 20:39:53.000000+00:00\", \"2020-06-12 23:04:26.000000+00:00\"], \"session_ids\": [\"5efbd5e3-c2bf-4417-8f69-d5179a6f58a8\", \"b173ee29-c9ce-4623-8e29-9a34c75557e6\"], \"total_duration\": 124.0, \"total_sessions\": 2, \"mean_week_duration\": 2.818}, \"99391\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-14 20:05:52.000000+00:00\", \"2020-08-16 11:47:14.000000+00:00\"], \"session_ids\": [\"0edddcf6-5f67-4d31-a917-9fa5af97f570\", \"0a9c8e96-cb8f-4a86-8c40-99d29c2c8f31\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 1.682}, \"61800\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-05-02 15:41:27.000000+00:00\", \"2021-11-07 03:20:01.000000+00:00\", \"2021-12-24 06:22:09.000000+00:00\", \"2023-02-21 06:25:54.000000+00:00\", \"2022-07-08 11:16:41.000000+00:00\", \"2019-05-21 23:44:30.000000+00:00\", \"2022-08-09 06:47:08.000000+00:00\"], \"session_ids\": [\"21cf22c6-c1d3-4d65-b3a9-b4e3e2a28e02\", \"a88244a4-08c9-4595-9342-ad0f26e58a24\", \"5a11e3c8-f558-4eae-b4f0-84afc86d3735\", \"ac112d56-f0fa-474c-b95c-aa26d541172c\", \"e97644ad-a89a-4ce2-ae89-dbd313ec53ea\", \"57d0ad20-f457-4cdf-9525-b882f40c547f\", \"d43684c0-1139-45c8-91b9-5ff3b16a1e2a\"], \"total_duration\": 6575.0, \"total_sessions\": 7, \"mean_week_duration\": 33.546}, \"57597\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-02-16 05:58:27.000000+00:00\", \"2022-11-11 02:17:19.000000+00:00\", \"2021-06-03 21:33:20.000000+00:00\", \"2019-03-26 01:53:01.000000+00:00\", \"2022-07-19 17:29:31.000000+00:00\", \"2019-01-19 01:09:57.000000+00:00\", \"2023-03-04 04:14:15.000000+00:00\", \"2020-02-14 11:49:29.000000+00:00\", \"2021-10-21 20:36:02.000000+00:00\"], \"session_ids\": [\"b9351763-6d49-4b82-b38c-db09a298a653\", \"00232df7-259a-4543-9da4-2067ba1bc412\", \"97638df1-d1b1-428b-a5c8-c713f055412f\", \"ee7d6fc4-3baa-4dc4-890a-b84c3cb99b37\", \"3aa6174b-e410-450e-9cf3-240953ca8d0d\", \"1e0c8e1b-7ec4-4faa-89ce-a5b56c6267dc\", \"3d574f5a-0fed-4749-a563-18ee7c7176af\", \"69d2304a-90c9-4bf7-b47b-4a655836fe92\", \"2504f982-a6dd-46cf-8899-6535a9ef2cb0\"], \"total_duration\": 8453.0, \"total_sessions\": 9, \"mean_week_duration\": 39.316}}\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[{\"91495\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-10-05 17:16:34.000000+00:00\", \"2020-03-23 19:01:47.000000+00:00\", \"2020-06-06 01:50:28.000000+00:00\", \"2023-05-31 02:52:27.000000+00:00\"], \"session_ids\": [\"79bf826f-cfc3-4c98-b2b4-c567ef37186c\", \"345c0437-166c-4b86-9512-a2313943e729\", \"5c7302ed-9b1f-44f8-a9cb-dd1065d08dc5\", \"ab6e0fcb-659e-46d4-b927-0dc9b0096ebc\"], \"total_duration\": 1692.0, \"total_sessions\": 4, \"mean_week_duration\": 8.859}}, {\"61800\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-05-02 15:41:27.000000+00:00\", \"2021-11-07 03:20:01.000000+00:00\", \"2021-12-24 06:22:09.000000+00:00\", \"2023-02-21 06:25:54.000000+00:00\", \"2022-07-08 11:16:41.000000+00:00\", \"2019-05-21 23:44:30.000000+00:00\", \"2022-08-09 06:47:08.000000+00:00\"], \"session_ids\": [\"21cf22c6-c1d3-4d65-b3a9-b4e3e2a28e02\", \"a88244a4-08c9-4595-9342-ad0f26e58a24\", \"5a11e3c8-f558-4eae-b4f0-84afc86d3735\", \"ac112d56-f0fa-474c-b95c-aa26d541172c\", \"e97644ad-a89a-4ce2-ae89-dbd313ec53ea\", \"57d0ad20-f457-4cdf-9525-b882f40c547f\", \"d43684c0-1139-45c8-91b9-5ff3b16a1e2a\"], \"total_duration\": 6575.0, \"total_sessions\": 7, \"mean_week_duration\": 33.546}}, {\"44613\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-13 17:19:53.000000+00:00\", \"2020-02-16 16:06:53.000000+00:00\", \"2020-09-10 07:50:57.000000+00:00\", \"2019-10-05 23:26:13.000000+00:00\"], \"session_ids\": [\"32f70a83-747e-4be1-88b3-f6a2105669a3\", \"bba884a6-aade-4bea-a986-76e74d7116e5\", \"502c19d6-ab4e-4df6-b45a-98952d9ccaf0\", \"6472ce61-387b-4639-b4d2-41603d1107cb\"], \"total_duration\": 373.0, \"total_sessions\": 4, \"mean_week_duration\": 7.612}}, {\"97830\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-03 15:25:35.000000+00:00\", \"2022-08-31 23:31:22.000000+00:00\"], \"session_ids\": [\"3d1537ad-d68d-4350-b7a9-bac986d94324\", \"3bf1caba-5033-4806-844f-8b3d44f82826\"], \"total_duration\": 276.0, \"total_sessions\": 2, \"mean_week_duration\": 7.886}}, {\"32121\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-09-08 18:26:38.000000+00:00\", \"2019-08-26 16:02:34.000000+00:00\"], \"session_ids\": [\"37b61662-69bc-463f-8dec-ba6f21b6a46c\", \"2d25809e-c043-477a-9f1e-35229ab28f7c\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 3.782}}, {\"57597\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-02-16 05:58:27.000000+00:00\", \"2022-11-11 02:17:19.000000+00:00\", \"2021-06-03 21:33:20.000000+00:00\", \"2019-03-26 01:53:01.000000+00:00\", \"2022-07-19 17:29:31.000000+00:00\", \"2019-01-19 01:09:57.000000+00:00\", \"2023-03-04 04:14:15.000000+00:00\", \"2020-02-14 11:49:29.000000+00:00\", \"2021-10-21 20:36:02.000000+00:00\"], \"session_ids\": [\"b9351763-6d49-4b82-b38c-db09a298a653\", \"00232df7-259a-4543-9da4-2067ba1bc412\", \"97638df1-d1b1-428b-a5c8-c713f055412f\", \"ee7d6fc4-3baa-4dc4-890a-b84c3cb99b37\", \"3aa6174b-e410-450e-9cf3-240953ca8d0d\", \"1e0c8e1b-7ec4-4faa-89ce-a5b56c6267dc\", \"3d574f5a-0fed-4749-a563-18ee7c7176af\", \"69d2304a-90c9-4bf7-b47b-4a655836fe92\", \"2504f982-a6dd-46cf-8899-6535a9ef2cb0\"], \"total_duration\": 8453.0, \"total_sessions\": 9, \"mean_week_duration\": 39.316}}, {\"63382\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-08-10 20:39:53.000000+00:00\", \"2020-06-12 23:04:26.000000+00:00\"], \"session_ids\": [\"5efbd5e3-c2bf-4417-8f69-d5179a6f58a8\", \"b173ee29-c9ce-4623-8e29-9a34c75557e6\"], \"total_duration\": 124.0, \"total_sessions\": 2, \"mean_week_duration\": 2.818}}, {\"99391\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-14 20:05:52.000000+00:00\", \"2020-08-16 11:47:14.000000+00:00\"], \"session_ids\": [\"0edddcf6-5f67-4d31-a917-9fa5af97f570\", \"0a9c8e96-cb8f-4a86-8c40-99d29c2c8f31\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 1.682}}, {\"44942\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-07-14 20:33:03.000000+00:00\", \"2019-08-02 04:36:42.000000+00:00\", \"2019-11-21 22:59:56.000000+00:00\", \"2019-03-29 04:24:53.000000+00:00\", \"2020-06-01 08:47:22.000000+00:00\"], \"session_ids\": [\"763cea42-2840-41f6-aabf-8a2e1c8c868c\", \"a4a2b98f-a5fe-4f5a-b868-b9df36c601b4\", \"e8280546-7d06-468b-9cd5-676abca7abd7\", \"dfb9db5c-39c3-47ec-9196-aa8ea18ddd84\", \"bfa7460b-1862-48ac-bf64-4e5a00f907f7\"], \"total_duration\": 105.0, \"total_sessions\": 5, \"mean_week_duration\": 1.694}}, {\"31552\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2019-06-28 06:02:32.000000+00:00\", \"2022-10-09 05:12:35.000000+00:00\", \"2023-03-23 06:44:49.000000+00:00\", \"2021-09-05 18:56:07.000000+00:00\"], \"session_ids\": [\"679a4f62-b00c-446a-9294-104f7dcec0fd\", \"4b5a30d5-dff5-42fa-b29f-56647a0a3397\", \"b5dfbea7-8826-415f-993b-5ad08d57a3cf\", \"3a089195-8f1f-4be6-bb91-ca8a8df3f643\"], \"total_duration\": 50.0, \"total_sessions\": 4, \"mean_week_duration\": 0.256}}]\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[{\"91495\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-10-05 17:16:34.000000+00:00\", \"2020-03-23 19:01:47.000000+00:00\", \"2020-06-06 01:50:28.000000+00:00\", \"2023-05-31 02:52:27.000000+00:00\"], \"session_ids\": [\"79bf826f-cfc3-4c98-b2b4-c567ef37186c\", \"345c0437-166c-4b86-9512-a2313943e729\", \"5c7302ed-9b1f-44f8-a9cb-dd1065d08dc5\", \"ab6e0fcb-659e-46d4-b927-0dc9b0096ebc\"], \"total_duration\": 1692.0, \"total_sessions\": 4, \"mean_week_duration\": 8.859}}, {\"61800\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-05-02 15:41:27.000000+00:00\", \"2021-11-07 03:20:01.000000+00:00\", \"2021-12-24 06:22:09.000000+00:00\", \"2023-02-21 06:25:54.000000+00:00\", \"2022-07-08 11:16:41.000000+00:00\", \"2019-05-21 23:44:30.000000+00:00\", \"2022-08-09 06:47:08.000000+00:00\"], \"session_ids\": [\"21cf22c6-c1d3-4d65-b3a9-b4e3e2a28e02\", \"a88244a4-08c9-4595-9342-ad0f26e58a24\", \"5a11e3c8-f558-4eae-b4f0-84afc86d3735\", \"ac112d56-f0fa-474c-b95c-aa26d541172c\", \"e97644ad-a89a-4ce2-ae89-dbd313ec53ea\", \"57d0ad20-f457-4cdf-9525-b882f40c547f\", \"d43684c0-1139-45c8-91b9-5ff3b16a1e2a\"], \"total_duration\": 6575.0, \"total_sessions\": 7, \"mean_week_duration\": 33.546}}, {\"44613\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-13 17:19:53.000000+00:00\", \"2020-02-16 16:06:53.000000+00:00\", \"2020-09-10 07:50:57.000000+00:00\", \"2019-10-05 23:26:13.000000+00:00\"], \"session_ids\": [\"32f70a83-747e-4be1-88b3-f6a2105669a3\", \"bba884a6-aade-4bea-a986-76e74d7116e5\", \"502c19d6-ab4e-4df6-b45a-98952d9ccaf0\", \"6472ce61-387b-4639-b4d2-41603d1107cb\"], \"total_duration\": 373.0, \"total_sessions\": 4, \"mean_week_duration\": 7.612}}, {\"97830\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-03 15:25:35.000000+00:00\", \"2022-08-31 23:31:22.000000+00:00\"], \"session_ids\": [\"3d1537ad-d68d-4350-b7a9-bac986d94324\", \"3bf1caba-5033-4806-844f-8b3d44f82826\"], \"total_duration\": 276.0, \"total_sessions\": 2, \"mean_week_duration\": 7.886}}, {\"32121\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-09-08 18:26:38.000000+00:00\", \"2019-08-26 16:02:34.000000+00:00\"], \"session_ids\": [\"37b61662-69bc-463f-8dec-ba6f21b6a46c\", \"2d25809e-c043-477a-9f1e-35229ab28f7c\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 3.782}}, {\"57597\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-02-16 05:58:27.000000+00:00\", \"2022-11-11 02:17:19.000000+00:00\", \"2021-06-03 21:33:20.000000+00:00\", \"2019-03-26 01:53:01.000000+00:00\", \"2022-07-19 17:29:31.000000+00:00\", \"2019-01-19 01:09:57.000000+00:00\", \"2023-03-04 04:14:15.000000+00:00\", \"2020-02-14 11:49:29.000000+00:00\", \"2021-10-21 20:36:02.000000+00:00\"], \"session_ids\": [\"b9351763-6d49-4b82-b38c-db09a298a653\", \"00232df7-259a-4543-9da4-2067ba1bc412\", \"97638df1-d1b1-428b-a5c8-c713f055412f\", \"ee7d6fc4-3baa-4dc4-890a-b84c3cb99b37\", \"3aa6174b-e410-450e-9cf3-240953ca8d0d\", \"1e0c8e1b-7ec4-4faa-89ce-a5b56c6267dc\", \"3d574f5a-0fed-4749-a563-18ee7c7176af\", \"69d2304a-90c9-4bf7-b47b-4a655836fe92\", \"2504f982-a6dd-46cf-8899-6535a9ef2cb0\"], \"total_duration\": 8453.0, \"total_sessions\": 9, \"mean_week_duration\": 39.316}}, {\"63382\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-08-10 20:39:53.000000+00:00\", \"2020-06-12 23:04:26.000000+00:00\"], \"session_ids\": [\"5efbd5e3-c2bf-4417-8f69-d5179a6f58a8\", \"b173ee29-c9ce-4623-8e29-9a34c75557e6\"], \"total_duration\": 124.0, \"total_sessions\": 2, \"mean_week_duration\": 2.818}}, {\"99391\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-14 20:05:52.000000+00:00\", \"2020-08-16 11:47:14.000000+00:00\"], \"session_ids\": [\"0edddcf6-5f67-4d31-a917-9fa5af97f570\", \"0a9c8e96-cb8f-4a86-8c40-99d29c2c8f31\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 1.682}}, {\"44942\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-07-14 20:33:03.000000+00:00\", \"2019-08-02 04:36:42.000000+00:00\", \"2019-11-21 22:59:56.000000+00:00\", \"2019-03-29 04:24:53.000000+00:00\", \"2020-06-01 08:47:22.000000+00:00\"], \"session_ids\": [\"763cea42-2840-41f6-aabf-8a2e1c8c868c\", \"a4a2b98f-a5fe-4f5a-b868-b9df36c601b4\", \"e8280546-7d06-468b-9cd5-676abca7abd7\", \"dfb9db5c-39c3-47ec-9196-aa8ea18ddd84\", \"bfa7460b-1862-48ac-bf64-4e5a00f907f7\"], \"total_duration\": 105.0, \"total_sessions\": 5, \"mean_week_duration\": 1.694}}, {\"31552\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2019-06-28 06:02:32.000000+00:00\", \"2022-10-09 05:12:35.000000+00:00\", \"2023-03-23 06:44:49.000000+00:00\", \"2021-09-05 18:56:07.000000+00:00\"], \"session_ids\": [\"679a4f62-b00c-446a-9294-104f7dcec0fd\", \"4b5a30d5-dff5-42fa-b29f-56647a0a3397\", \"b5dfbea7-8826-415f-993b-5ad08d57a3cf\", \"3a089195-8f1f-4be6-bb91-ca8a8df3f643\"], \"total_duration\": 50.0, \"total_sessions\": 4, \"mean_week_duration\": 0.256}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Share insights on 2 users who aren't folks of cities Madrid, Lima, San Pedro, Hanoi, Sydney, Jakarta, Moscow , moreover do sorting by time in app 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{\"15890\": {\"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\": \"Havana\", \"datetimes\": [\"2023-03-09 12:11:00.000000+00:00\", \"2022-10-21 22:56:57.000000+00:00\"], \"session_ids\": [\"4c9afaf1-e434-4de2-9cef-b6d7a041ee5e\", \"afcff816-4236-43bb-a74d-8759bb2dc8f7\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 1.1}, \"63820\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-04-05 13:40:40.000000+00:00\", \"2020-09-30 01:31:48.000000+00:00\", \"2022-09-02 23:56:15.000000+00:00\", \"2022-12-15 11:06:03.000000+00:00\", \"2023-02-11 11:03:20.000000+00:00\", \"2022-02-19 20:36:08.000000+00:00\"], \"session_ids\": [\"2e1d3995-fc53-4972-a46b-df34c87f6121\", \"1c26143b-8a8d-45b9-9413-483488b0be33\", \"7256b0fc-ccd5-43be-a411-cba54aee4e80\", \"09f24f3a-bd78-43e3-a3d7-0d80693af557\", \"800ba70f-92a7-4291-9dc7-adab3bcd50b2\", \"d3e9c261-4ef4-4b72-a1eb-fd26d504c19c\"], \"total_duration\": 105.0, \"total_sessions\": 6, \"mean_week_duration\": 0.705}, \"29771\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-24 22:38:34.000000+00:00\", \"2021-12-22 16:33:40.000000+00:00\", \"2019-12-09 13:40:39.000000+00:00\"], \"session_ids\": [\"e060578e-551c-498a-98af-ce0a67a46d89\", \"794d70c8-64df-4fc5-a3ad-6321db66a36f\", \"3cf67fde-106d-4a0a-8800-f5c682b2f380\"], \"total_duration\": 74.0, \"total_sessions\": 3, \"mean_week_duration\": 0.692}, \"19322\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-05-25 07:08:56.000000+00:00\", \"2019-11-09 18:33:13.000000+00:00\", \"2022-07-28 23:03:10.000000+00:00\", \"2020-01-29 07:48:00.000000+00:00\", \"2019-07-07 11:12:11.000000+00:00\", \"2022-03-16 05:10:19.000000+00:00\", \"2020-02-15 13:47:14.000000+00:00\"], \"session_ids\": [\"7abc4736-4b62-481d-be3c-bb01f63027b0\", \"4675f497-00f9-4fe7-8dd0-64ee22930fda\", \"c95e16fc-834f-49e4-9c60-c0c65ec3fe07\", \"bab9101b-1584-4871-a967-2ae170a671d4\", \"634970fe-8fc2-447e-a091-712d95773a6e\", \"f46e2b30-fb66-4ab2-9497-22385f453bda\", \"1de5c706-c718-494c-b5f2-4d7c0d408afd\"], \"total_duration\": 1087.0, \"total_sessions\": 7, \"mean_week_duration\": 5.355}, \"16624\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-10-15 10:57:22.000000+00:00\", \"2019-01-31 16:29:33.000000+00:00\"], \"session_ids\": [\"8e3c9555-d83d-4bd0-8652-8119fea97564\", \"d2b91e1b-535d-492c-aa5c-92ce4a64bb48\"], \"total_duration\": 190.0, \"total_sessions\": 2, \"mean_week_duration\": 1.348}, \"80679\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-11-05 19:57:43.000000+00:00\", \"2021-06-25 02:38:03.000000+00:00\", \"2022-08-01 14:04:01.000000+00:00\"], \"session_ids\": [\"c0126444-e0c4-4fe9-8e6b-0680915ea957\", \"32be626e-4645-4d6d-bd5a-8844bfb534f0\", \"e6e085c8-a710-4c20-9b11-4fecf643e301\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 0.875}, \"20534\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-02-21 18:56:28.000000+00:00\", \"2019-12-06 05:26:38.000000+00:00\"], \"session_ids\": [\"69b0bc38-e156-4f4f-88e4-eea566da1f82\", \"413e8bf1-24fe-4d6a-810d-697114df0b63\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 3.516}, \"41938\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-07-14 00:39:38.000000+00:00\", \"2020-11-26 21:41:19.000000+00:00\", \"2021-12-24 13:26:59.000000+00:00\", \"2022-01-15 09:25:32.000000+00:00\", \"2021-06-01 21:35:07.000000+00:00\", \"2021-11-14 08:09:50.000000+00:00\", \"2019-02-25 13:01:19.000000+00:00\"], \"session_ids\": [\"6e49b02f-4466-45c1-bbc8-0a3e96c2d0eb\", \"2f096d1e-c1cd-4b64-80b3-ea578b80a4ca\", \"d2a792d0-1d19-424d-9994-bf55d3a4ef00\", \"05c959e7-6eb3-44f1-9c95-9ca709c0d89f\", \"4629b231-f589-43f4-8e13-c0f211f418ea\", \"f2a41fc0-bd0f-4fcc-b8dc-628bacca7ea5\", \"f415af18-5c92-4a1c-9cd0-4710731beb5d\"], \"total_duration\": 1798.0, \"total_sessions\": 7, \"mean_week_duration\": 11.907}, \"31474\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-09-01 11:32:48.000000+00:00\", \"2019-10-28 09:26:33.000000+00:00\", \"2019-04-02 20:01:35.000000+00:00\", \"2019-05-07 01:28:23.000000+00:00\"], \"session_ids\": [\"c659213d-d149-4171-a26a-646d8b243d27\", \"14b96628-6a49-44d9-a364-8dbc868c7787\", \"3eb172f5-a414-4d6e-8c7d-af180d9765d9\", \"94138cca-e23f-45d9-9436-3406dd6d7d17\"], \"total_duration\": 1219.0, \"total_sessions\": 4, \"mean_week_duration\": 6.81}, \"12922\": {\"keyflows\": {\"Sign In Flow\": 1, \"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, \"Apply Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-10-11 03:48:38.000000+00:00\", \"2019-05-11 03:28:21.000000+00:00\"], \"session_ids\": [\"a735d66b-dc01-4df9-a343-e6f71f237dc7\", \"09aea5cd-b306-4ada-832d-d40360e68e07\"], \"total_duration\": 390.0, \"total_sessions\": 2, \"mean_week_duration\": 3.071}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not Madrid, Lima, San Pedro, Hanoi, Sydney, Jakarta, Moscow"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Madrid\", \"Lima\", \"San Pedro\", \"Hanoi\", \"Sydney\", \"Jakarta\", \"Moscow\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"15890\": {\"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\": \"Havana\", \"datetimes\": [\"2023-03-09 12:11:00.000000+00:00\", \"2022-10-21 22:56:57.000000+00:00\"], \"session_ids\": [\"4c9afaf1-e434-4de2-9cef-b6d7a041ee5e\", \"afcff816-4236-43bb-a74d-8759bb2dc8f7\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 1.1}, \"29771\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-24 22:38:34.000000+00:00\", \"2021-12-22 16:33:40.000000+00:00\", \"2019-12-09 13:40:39.000000+00:00\"], \"session_ids\": [\"e060578e-551c-498a-98af-ce0a67a46d89\", \"794d70c8-64df-4fc5-a3ad-6321db66a36f\", \"3cf67fde-106d-4a0a-8800-f5c682b2f380\"], \"total_duration\": 74.0, \"total_sessions\": 3, \"mean_week_duration\": 0.692}, \"19322\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-05-25 07:08:56.000000+00:00\", \"2019-11-09 18:33:13.000000+00:00\", \"2022-07-28 23:03:10.000000+00:00\", \"2020-01-29 07:48:00.000000+00:00\", \"2019-07-07 11:12:11.000000+00:00\", \"2022-03-16 05:10:19.000000+00:00\", \"2020-02-15 13:47:14.000000+00:00\"], \"session_ids\": [\"7abc4736-4b62-481d-be3c-bb01f63027b0\", \"4675f497-00f9-4fe7-8dd0-64ee22930fda\", \"c95e16fc-834f-49e4-9c60-c0c65ec3fe07\", \"bab9101b-1584-4871-a967-2ae170a671d4\", \"634970fe-8fc2-447e-a091-712d95773a6e\", \"f46e2b30-fb66-4ab2-9497-22385f453bda\", \"1de5c706-c718-494c-b5f2-4d7c0d408afd\"], \"total_duration\": 1087.0, \"total_sessions\": 7, \"mean_week_duration\": 5.355}, \"16624\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-10-15 10:57:22.000000+00:00\", \"2019-01-31 16:29:33.000000+00:00\"], \"session_ids\": [\"8e3c9555-d83d-4bd0-8652-8119fea97564\", \"d2b91e1b-535d-492c-aa5c-92ce4a64bb48\"], \"total_duration\": 190.0, \"total_sessions\": 2, \"mean_week_duration\": 1.348}, \"80679\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-11-05 19:57:43.000000+00:00\", \"2021-06-25 02:38:03.000000+00:00\", \"2022-08-01 14:04:01.000000+00:00\"], \"session_ids\": [\"c0126444-e0c4-4fe9-8e6b-0680915ea957\", \"32be626e-4645-4d6d-bd5a-8844bfb534f0\", \"e6e085c8-a710-4c20-9b11-4fecf643e301\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 0.875}, \"20534\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-02-21 18:56:28.000000+00:00\", \"2019-12-06 05:26:38.000000+00:00\"], \"session_ids\": [\"69b0bc38-e156-4f4f-88e4-eea566da1f82\", \"413e8bf1-24fe-4d6a-810d-697114df0b63\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 3.516}, \"41938\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-07-14 00:39:38.000000+00:00\", \"2020-11-26 21:41:19.000000+00:00\", \"2021-12-24 13:26:59.000000+00:00\", \"2022-01-15 09:25:32.000000+00:00\", \"2021-06-01 21:35:07.000000+00:00\", \"2021-11-14 08:09:50.000000+00:00\", \"2019-02-25 13:01:19.000000+00:00\"], \"session_ids\": [\"6e49b02f-4466-45c1-bbc8-0a3e96c2d0eb\", \"2f096d1e-c1cd-4b64-80b3-ea578b80a4ca\", \"d2a792d0-1d19-424d-9994-bf55d3a4ef00\", \"05c959e7-6eb3-44f1-9c95-9ca709c0d89f\", \"4629b231-f589-43f4-8e13-c0f211f418ea\", \"f2a41fc0-bd0f-4fcc-b8dc-628bacca7ea5\", \"f415af18-5c92-4a1c-9cd0-4710731beb5d\"], \"total_duration\": 1798.0, \"total_sessions\": 7, \"mean_week_duration\": 11.907}, \"31474\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-09-01 11:32:48.000000+00:00\", \"2019-10-28 09:26:33.000000+00:00\", \"2019-04-02 20:01:35.000000+00:00\", \"2019-05-07 01:28:23.000000+00:00\"], \"session_ids\": [\"c659213d-d149-4171-a26a-646d8b243d27\", \"14b96628-6a49-44d9-a364-8dbc868c7787\", \"3eb172f5-a414-4d6e-8c7d-af180d9765d9\", \"94138cca-e23f-45d9-9436-3406dd6d7d17\"], \"total_duration\": 1219.0, \"total_sessions\": 4, \"mean_week_duration\": 6.81}, \"12922\": {\"keyflows\": {\"Sign In Flow\": 1, \"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, \"Apply Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-10-11 03:48:38.000000+00:00\", \"2019-05-11 03:28:21.000000+00:00\"], \"session_ids\": [\"a735d66b-dc01-4df9-a343-e6f71f237dc7\", \"09aea5cd-b306-4ada-832d-d40360e68e07\"], \"total_duration\": 390.0, \"total_sessions\": 2, \"mean_week_duration\": 3.071}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"41938\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-07-14 00:39:38.000000+00:00\", \"2020-11-26 21:41:19.000000+00:00\", \"2021-12-24 13:26:59.000000+00:00\", \"2022-01-15 09:25:32.000000+00:00\", \"2021-06-01 21:35:07.000000+00:00\", \"2021-11-14 08:09:50.000000+00:00\", \"2019-02-25 13:01:19.000000+00:00\"], \"session_ids\": [\"6e49b02f-4466-45c1-bbc8-0a3e96c2d0eb\", \"2f096d1e-c1cd-4b64-80b3-ea578b80a4ca\", \"d2a792d0-1d19-424d-9994-bf55d3a4ef00\", \"05c959e7-6eb3-44f1-9c95-9ca709c0d89f\", \"4629b231-f589-43f4-8e13-c0f211f418ea\", \"f2a41fc0-bd0f-4fcc-b8dc-628bacca7ea5\", \"f415af18-5c92-4a1c-9cd0-4710731beb5d\"], \"total_duration\": 1798.0, \"total_sessions\": 7, \"mean_week_duration\": 11.907}}, {\"31474\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-09-01 11:32:48.000000+00:00\", \"2019-10-28 09:26:33.000000+00:00\", \"2019-04-02 20:01:35.000000+00:00\", \"2019-05-07 01:28:23.000000+00:00\"], \"session_ids\": [\"c659213d-d149-4171-a26a-646d8b243d27\", \"14b96628-6a49-44d9-a364-8dbc868c7787\", \"3eb172f5-a414-4d6e-8c7d-af180d9765d9\", \"94138cca-e23f-45d9-9436-3406dd6d7d17\"], \"total_duration\": 1219.0, \"total_sessions\": 4, \"mean_week_duration\": 6.81}}, {\"19322\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-05-25 07:08:56.000000+00:00\", \"2019-11-09 18:33:13.000000+00:00\", \"2022-07-28 23:03:10.000000+00:00\", \"2020-01-29 07:48:00.000000+00:00\", \"2019-07-07 11:12:11.000000+00:00\", \"2022-03-16 05:10:19.000000+00:00\", \"2020-02-15 13:47:14.000000+00:00\"], \"session_ids\": [\"7abc4736-4b62-481d-be3c-bb01f63027b0\", \"4675f497-00f9-4fe7-8dd0-64ee22930fda\", \"c95e16fc-834f-49e4-9c60-c0c65ec3fe07\", \"bab9101b-1584-4871-a967-2ae170a671d4\", \"634970fe-8fc2-447e-a091-712d95773a6e\", \"f46e2b30-fb66-4ab2-9497-22385f453bda\", \"1de5c706-c718-494c-b5f2-4d7c0d408afd\"], \"total_duration\": 1087.0, \"total_sessions\": 7, \"mean_week_duration\": 5.355}}, {\"12922\": {\"keyflows\": {\"Sign In Flow\": 1, \"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, \"Apply Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-10-11 03:48:38.000000+00:00\", \"2019-05-11 03:28:21.000000+00:00\"], \"session_ids\": [\"a735d66b-dc01-4df9-a343-e6f71f237dc7\", \"09aea5cd-b306-4ada-832d-d40360e68e07\"], \"total_duration\": 390.0, \"total_sessions\": 2, \"mean_week_duration\": 3.071}}, {\"20534\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-02-21 18:56:28.000000+00:00\", \"2019-12-06 05:26:38.000000+00:00\"], \"session_ids\": [\"69b0bc38-e156-4f4f-88e4-eea566da1f82\", \"413e8bf1-24fe-4d6a-810d-697114df0b63\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 3.516}}, {\"16624\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-10-15 10:57:22.000000+00:00\", \"2019-01-31 16:29:33.000000+00:00\"], \"session_ids\": [\"8e3c9555-d83d-4bd0-8652-8119fea97564\", \"d2b91e1b-535d-492c-aa5c-92ce4a64bb48\"], \"total_duration\": 190.0, \"total_sessions\": 2, \"mean_week_duration\": 1.348}}, {\"29771\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-24 22:38:34.000000+00:00\", \"2021-12-22 16:33:40.000000+00:00\", \"2019-12-09 13:40:39.000000+00:00\"], \"session_ids\": [\"e060578e-551c-498a-98af-ce0a67a46d89\", \"794d70c8-64df-4fc5-a3ad-6321db66a36f\", \"3cf67fde-106d-4a0a-8800-f5c682b2f380\"], \"total_duration\": 74.0, \"total_sessions\": 3, \"mean_week_duration\": 0.692}}, {\"80679\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-11-05 19:57:43.000000+00:00\", \"2021-06-25 02:38:03.000000+00:00\", \"2022-08-01 14:04:01.000000+00:00\"], \"session_ids\": [\"c0126444-e0c4-4fe9-8e6b-0680915ea957\", \"32be626e-4645-4d6d-bd5a-8844bfb534f0\", \"e6e085c8-a710-4c20-9b11-4fecf643e301\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 0.875}}, {\"15890\": {\"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\": \"Havana\", \"datetimes\": [\"2023-03-09 12:11:00.000000+00:00\", \"2022-10-21 22:56:57.000000+00:00\"], \"session_ids\": [\"4c9afaf1-e434-4de2-9cef-b6d7a041ee5e\", \"afcff816-4236-43bb-a74d-8759bb2dc8f7\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 1.1}}]\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[{\"41938\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-07-14 00:39:38.000000+00:00\", \"2020-11-26 21:41:19.000000+00:00\", \"2021-12-24 13:26:59.000000+00:00\", \"2022-01-15 09:25:32.000000+00:00\", \"2021-06-01 21:35:07.000000+00:00\", \"2021-11-14 08:09:50.000000+00:00\", \"2019-02-25 13:01:19.000000+00:00\"], \"session_ids\": [\"6e49b02f-4466-45c1-bbc8-0a3e96c2d0eb\", \"2f096d1e-c1cd-4b64-80b3-ea578b80a4ca\", \"d2a792d0-1d19-424d-9994-bf55d3a4ef00\", \"05c959e7-6eb3-44f1-9c95-9ca709c0d89f\", \"4629b231-f589-43f4-8e13-c0f211f418ea\", \"f2a41fc0-bd0f-4fcc-b8dc-628bacca7ea5\", \"f415af18-5c92-4a1c-9cd0-4710731beb5d\"], \"total_duration\": 1798.0, \"total_sessions\": 7, \"mean_week_duration\": 11.907}}, {\"31474\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-09-01 11:32:48.000000+00:00\", \"2019-10-28 09:26:33.000000+00:00\", \"2019-04-02 20:01:35.000000+00:00\", \"2019-05-07 01:28:23.000000+00:00\"], \"session_ids\": [\"c659213d-d149-4171-a26a-646d8b243d27\", \"14b96628-6a49-44d9-a364-8dbc868c7787\", \"3eb172f5-a414-4d6e-8c7d-af180d9765d9\", \"94138cca-e23f-45d9-9436-3406dd6d7d17\"], \"total_duration\": 1219.0, \"total_sessions\": 4, \"mean_week_duration\": 6.81}}]\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[{\"41938\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-07-14 00:39:38.000000+00:00\", \"2020-11-26 21:41:19.000000+00:00\", \"2021-12-24 13:26:59.000000+00:00\", \"2022-01-15 09:25:32.000000+00:00\", \"2021-06-01 21:35:07.000000+00:00\", \"2021-11-14 08:09:50.000000+00:00\", \"2019-02-25 13:01:19.000000+00:00\"], \"session_ids\": [\"6e49b02f-4466-45c1-bbc8-0a3e96c2d0eb\", \"2f096d1e-c1cd-4b64-80b3-ea578b80a4ca\", \"d2a792d0-1d19-424d-9994-bf55d3a4ef00\", \"05c959e7-6eb3-44f1-9c95-9ca709c0d89f\", \"4629b231-f589-43f4-8e13-c0f211f418ea\", \"f2a41fc0-bd0f-4fcc-b8dc-628bacca7ea5\", \"f415af18-5c92-4a1c-9cd0-4710731beb5d\"], \"total_duration\": 1798.0, \"total_sessions\": 7, \"mean_week_duration\": 11.907}}, {\"31474\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-09-01 11:32:48.000000+00:00\", \"2019-10-28 09:26:33.000000+00:00\", \"2019-04-02 20:01:35.000000+00:00\", \"2019-05-07 01:28:23.000000+00:00\"], \"session_ids\": [\"c659213d-d149-4171-a26a-646d8b243d27\", \"14b96628-6a49-44d9-a364-8dbc868c7787\", \"3eb172f5-a414-4d6e-8c7d-af180d9765d9\", \"94138cca-e23f-45d9-9436-3406dd6d7d17\"], \"total_duration\": 1219.0, \"total_sessions\": 4, \"mean_week_duration\": 6.81}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please offer data on user who has total duration exactly 2135 and apply sorting by sum of duration of sessions per week descendingly and show me only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"74487\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-10-01 10:04:52.000000+00:00\", \"2022-05-28 15:40:41.000000+00:00\", \"2022-06-24 11:49:51.000000+00:00\", \"2021-03-06 01:55:59.000000+00:00\", \"2019-11-19 10:44:21.000000+00:00\", \"2021-04-02 04:14:35.000000+00:00\", \"2020-03-06 12:20:47.000000+00:00\", \"2023-06-15 04:37:46.000000+00:00\", \"2021-01-14 06:57:31.000000+00:00\", \"2021-02-14 06:31:39.000000+00:00\"], \"session_ids\": [\"c6a4d950-41eb-4a23-ba24-3c27d29f9751\", \"feca9ab8-1424-4756-900d-4aa614f99db5\", \"2d928f52-8b10-43a7-95fe-83a74b0d627a\", \"78b75456-4e76-40b8-a853-74d85c5da575\", \"668a0fa7-0de5-42e1-a930-05d65762e119\", \"d7c2375d-af47-4d50-952f-6106b3f65e13\", \"be9cf965-269c-471d-98c2-cb67de1c270f\", \"edc1ea35-2329-44ca-904c-ed6b0aaf2b47\", \"f9710f11-9b23-4eff-b42d-bdeb997a93a0\", \"6309827c-0044-4c5e-b4a4-e22d2c93fc94\"], \"total_duration\": 11724.0, \"total_sessions\": 10, \"mean_week_duration\": 62.695}, \"74594\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-03-21 22:51:45.000000+00:00\", \"2023-05-21 01:46:00.000000+00:00\"], \"session_ids\": [\"28df0314-04f2-49dc-a2de-4a113754e812\", \"92124be1-e65b-4dbc-ab00-2b77f868b603\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 0.459}, \"16143\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-04-13 17:41:09.000000+00:00\", \"2020-07-04 00:53:45.000000+00:00\", \"2019-10-20 06:12:09.000000+00:00\", \"2019-07-21 23:18:23.000000+00:00\", \"2020-01-09 02:28:01.000000+00:00\", \"2019-01-06 16:17:26.000000+00:00\", \"2023-05-29 13:20:47.000000+00:00\"], \"session_ids\": [\"3d14958e-bf99-4d80-855d-472b9ba17787\", \"bf20852f-c530-44a6-a388-7bd1add56e67\", \"f4d4d7cd-ebdf-426e-85fa-4d85c5c4c780\", \"0c1043a9-6af3-4c8a-bfde-1713c2d8f211\", \"286dd3c5-7f45-4de7-bac5-01d184ef0567\", \"8dbf109c-2589-44a0-8f19-9c93737cb824\", \"444bd000-5813-4ace-beb2-a199ca03916b\"], \"total_duration\": 1586.0, \"total_sessions\": 7, \"mean_week_duration\": 6.926}, \"71907\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-04-03 07:56:43.000000+00:00\", \"2023-06-03 10:00:24.000000+00:00\"], \"session_ids\": [\"8fdf86c5-c4f3-48fc-bec9-2e25f748dadb\", \"19305d74-c7be-4b9c-8d2e-56c16b92462b\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 2.168}, \"22570\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-09-05 23:28:36.000000+00:00\", \"2019-01-22 11:41:40.000000+00:00\", \"2023-01-17 13:47:39.000000+00:00\"], \"session_ids\": [\"f912cc56-0a68-4e5a-a58f-8c298349d23b\", \"c7843dae-015e-47ff-89b5-68589be126c7\", \"8459d78e-1156-4006-8866-3161e5d0938e\"], \"total_duration\": 109.0, \"total_sessions\": 3, \"mean_week_duration\": 0.524}, \"39348\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-03-11 16:59:20.000000+00:00\", \"2022-02-17 05:56:17.000000+00:00\"], \"session_ids\": [\"80c96c25-816d-4741-8f8e-fbec4f4b20ba\", \"3b1bfe5a-4f88-4ea7-82fd-ade7795e80c1\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.357}, \"7244\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-04-28 08:48:12.000000+00:00\", \"2019-08-08 12:51:27.000000+00:00\", \"2023-06-05 20:20:32.000000+00:00\"], \"session_ids\": [\"4b33fc2e-0b73-44ef-a13a-b6b52876dee6\", \"e01216e0-5217-406e-be57-d852f29e6bd7\", \"e38872e2-3e48-4d83-b44f-2def09199f5b\"], \"total_duration\": 493.0, \"total_sessions\": 3, \"mean_week_duration\": 2.465}, \"20539\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-06-04 06:58:39.000000+00:00\", \"2022-03-09 22:07:57.000000+00:00\", \"2021-05-21 20:27:54.000000+00:00\", \"2022-04-06 05:11:47.000000+00:00\"], \"session_ids\": [\"ac9b1e93-c1d3-409b-9088-9f28fd109616\", \"48bd97ff-3bc4-4073-93ab-8d47be29f2ea\", \"302ad31d-1f81-4133-8ae0-1d6dd8f988cb\", \"fe0a196a-9ad0-459d-bb86-c2d2ffbbf1d3\"], \"total_duration\": 472.0, \"total_sessions\": 4, \"mean_week_duration\": 10.261}, \"97383\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-07-05 19:58:02.000000+00:00\", \"2022-07-24 15:13:41.000000+00:00\", \"2022-06-19 09:08:51.000000+00:00\", \"2020-03-16 04:15:32.000000+00:00\"], \"session_ids\": [\"73c463c5-6bff-4105-b7a1-96cdedd7eeaa\", \"992f2378-0102-4187-83a4-9a2907594465\", \"041299fc-2c3a-4493-9da0-533cce376634\", \"b283ade5-9aa2-4684-9915-3d15353f8d74\"], \"total_duration\": 181.0, \"total_sessions\": 4, \"mean_week_duration\": 1.472}, \"29114\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 8, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-09-13 18:50:18.000000+00:00\", \"2023-06-02 11:28:27.000000+00:00\"], \"session_ids\": [\"dc921994-1c50-4ca4-91d1-7e10ee8489a0\", \"eda55a6f-2f2d-4234-ae0e-a2b309b79459\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 0.593}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are 2135"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"==\"]]}, \"all_values\": {\"total_duration\": [[2135, 3377]]}}}\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": "Offer me knowledge about 3 users whose sessions count is greater than 4 as well as apply sorting by time in app per week in desc and provide me only with 3 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{\"87711\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-07-01 09:47:04.000000+00:00\", \"2022-10-05 07:02:10.000000+00:00\"], \"session_ids\": [\"50c75f04-26b6-44ca-9351-35b0d429822a\", \"19ecef62-e2ba-4a71-8eda-9e437efb402b\"], \"total_duration\": 192.0, \"total_sessions\": 2, \"mean_week_duration\": 13.714}, \"43796\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-09-13 04:55:40.000000+00:00\", \"2022-08-10 20:23:12.000000+00:00\", \"2021-03-23 02:53:08.000000+00:00\"], \"session_ids\": [\"60ecd652-f6a9-41e0-b85d-87be5abbf118\", \"02c57ebb-2da5-48c7-ac7a-2af5766b7fc3\", \"4ee11e77-b3d7-4763-b457-86a1b374b78d\"], \"total_duration\": 518.0, \"total_sessions\": 3, \"mean_week_duration\": 3.408}, \"9721\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-07-05 21:58:03.000000+00:00\", \"2022-04-21 23:57:07.000000+00:00\"], \"session_ids\": [\"03b9ca95-010e-499c-8c0e-ef1765e66e7d\", \"18251592-0116-4109-a971-bc76882cd03e\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 2.085}, \"40169\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 8, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-02-13 15:31:41.000000+00:00\", \"2021-04-22 08:02:31.000000+00:00\", \"2023-01-03 22:23:38.000000+00:00\", \"2023-02-15 01:46:54.000000+00:00\"], \"session_ids\": [\"c0201981-46ea-43d3-9caf-48d610b0845c\", \"e6e25543-2041-436d-a603-e1cb780d7517\", \"1e404e96-633f-4833-8c97-c1f9f8daf588\", \"05df651c-51df-412e-8c6c-6e8fcdece13a\"], \"total_duration\": 671.0, \"total_sessions\": 4, \"mean_week_duration\": 6.39}, \"87337\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-12 12:37:53.000000+00:00\", \"2019-12-10 15:17:46.000000+00:00\", \"2022-05-16 00:39:11.000000+00:00\", \"2019-02-18 22:40:52.000000+00:00\", \"2020-09-29 01:51:54.000000+00:00\", \"2021-04-10 16:17:38.000000+00:00\", \"2022-03-09 02:47:26.000000+00:00\", \"2021-12-06 20:36:26.000000+00:00\", \"2020-06-09 20:47:06.000000+00:00\"], \"session_ids\": [\"c71b416a-c10b-409a-92c7-710ab6acb689\", \"d39f7cd5-174c-4ca4-8c37-416242261dd6\", \"0e7f7537-dd52-418d-9abc-1c451146872d\", \"5675699d-0790-4802-ab85-fc7a4ce4caf5\", \"38cfad6f-fd34-49c4-b03d-6faad1eab1eb\", \"f2961e73-aa77-4eb6-b420-2dc665f49f54\", \"8024634c-ff74-42ee-bd73-4693e0325998\", \"3dc6bc0a-a557-4e75-912a-740a6160b522\", \"708f80b1-36c7-45cf-920c-2be6708f2d74\"], \"total_duration\": 991.0, \"total_sessions\": 9, \"mean_week_duration\": 5.864}, \"98098\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-02-15 11:55:58.000000+00:00\", \"2022-06-30 08:29:12.000000+00:00\"], \"session_ids\": [\"53d67a72-cafb-4e6c-b440-c00be8287fa0\", \"25773d44-2858-4f7d-ba51-b666da768029\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.295}, \"91372\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-03-25 10:15:49.000000+00:00\", \"2021-05-18 00:02:02.000000+00:00\", \"2021-06-16 04:12:31.000000+00:00\", \"2021-12-13 14:32:59.000000+00:00\", \"2023-06-29 07:27:37.000000+00:00\"], \"session_ids\": [\"f963d1e4-bac3-430f-b0a8-163bc31e52cc\", \"4565f171-dbc1-470d-b781-40314ca287db\", \"1a7ae2bb-e1d6-4999-af05-175cc98335f4\", \"9864dcc7-f951-4207-b636-420b6b5e2473\", \"3c619255-b733-4018-a8d9-fb5539d6d90d\"], \"total_duration\": 1411.0, \"total_sessions\": 5, \"mean_week_duration\": 6.327}, \"48365\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-03-21 16:53:02.000000+00:00\", \"2021-06-21 12:51:09.000000+00:00\", \"2023-04-12 15:45:53.000000+00:00\"], \"session_ids\": [\"445b5604-f1a3-4a85-822a-cf439685e7b7\", \"b9965a49-d0c7-4f68-aa7f-dc89a5a2f3e2\", \"58d92b1f-9a1d-4ddc-853c-9ff1732e34e5\"], \"total_duration\": 33.0, \"total_sessions\": 3, \"mean_week_duration\": 0.156}, \"52330\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-07-12 20:44:15.000000+00:00\", \"2019-09-14 23:52:24.000000+00:00\"], \"session_ids\": [\"01e0827b-1f1a-43be-84f0-8cb576810020\", \"600fb82e-bc90-4f91-965d-44bdc0606c1a\"], \"total_duration\": 480.0, \"total_sessions\": 2, \"mean_week_duration\": 3.243}, \"43432\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-04-06 23:08:10.000000+00:00\", \"2020-04-07 16:26:44.000000+00:00\", \"2022-03-21 03:05:40.000000+00:00\", \"2021-04-24 07:26:51.000000+00:00\"], \"session_ids\": [\"5eb7806c-7fcf-4f37-8ac3-07bc4b4eb3c8\", \"b0ecc2ad-dc57-4a06-a888-594297f4c97b\", \"a934b8d2-38ae-430f-9172-df1c1af57b15\", \"9c3653f8-902a-403a-8161-f9312a49cd7e\"], \"total_duration\": 94.0, \"total_sessions\": 4, \"mean_week_duration\": 0.922}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or greater than 4"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\"]]}, \"all_values\": {\"total_sessions\": [[4, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"40169\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 8, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-02-13 15:31:41.000000+00:00\", \"2021-04-22 08:02:31.000000+00:00\", \"2023-01-03 22:23:38.000000+00:00\", \"2023-02-15 01:46:54.000000+00:00\"], \"session_ids\": [\"c0201981-46ea-43d3-9caf-48d610b0845c\", \"e6e25543-2041-436d-a603-e1cb780d7517\", \"1e404e96-633f-4833-8c97-c1f9f8daf588\", \"05df651c-51df-412e-8c6c-6e8fcdece13a\"], \"total_duration\": 671.0, \"total_sessions\": 4, \"mean_week_duration\": 6.39}, \"87337\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-12 12:37:53.000000+00:00\", \"2019-12-10 15:17:46.000000+00:00\", \"2022-05-16 00:39:11.000000+00:00\", \"2019-02-18 22:40:52.000000+00:00\", \"2020-09-29 01:51:54.000000+00:00\", \"2021-04-10 16:17:38.000000+00:00\", \"2022-03-09 02:47:26.000000+00:00\", \"2021-12-06 20:36:26.000000+00:00\", \"2020-06-09 20:47:06.000000+00:00\"], \"session_ids\": [\"c71b416a-c10b-409a-92c7-710ab6acb689\", \"d39f7cd5-174c-4ca4-8c37-416242261dd6\", \"0e7f7537-dd52-418d-9abc-1c451146872d\", \"5675699d-0790-4802-ab85-fc7a4ce4caf5\", \"38cfad6f-fd34-49c4-b03d-6faad1eab1eb\", \"f2961e73-aa77-4eb6-b420-2dc665f49f54\", \"8024634c-ff74-42ee-bd73-4693e0325998\", \"3dc6bc0a-a557-4e75-912a-740a6160b522\", \"708f80b1-36c7-45cf-920c-2be6708f2d74\"], \"total_duration\": 991.0, \"total_sessions\": 9, \"mean_week_duration\": 5.864}, \"91372\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-03-25 10:15:49.000000+00:00\", \"2021-05-18 00:02:02.000000+00:00\", \"2021-06-16 04:12:31.000000+00:00\", \"2021-12-13 14:32:59.000000+00:00\", \"2023-06-29 07:27:37.000000+00:00\"], \"session_ids\": [\"f963d1e4-bac3-430f-b0a8-163bc31e52cc\", \"4565f171-dbc1-470d-b781-40314ca287db\", \"1a7ae2bb-e1d6-4999-af05-175cc98335f4\", \"9864dcc7-f951-4207-b636-420b6b5e2473\", \"3c619255-b733-4018-a8d9-fb5539d6d90d\"], \"total_duration\": 1411.0, \"total_sessions\": 5, \"mean_week_duration\": 6.327}, \"43432\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-04-06 23:08:10.000000+00:00\", \"2020-04-07 16:26:44.000000+00:00\", \"2022-03-21 03:05:40.000000+00:00\", \"2021-04-24 07:26:51.000000+00:00\"], \"session_ids\": [\"5eb7806c-7fcf-4f37-8ac3-07bc4b4eb3c8\", \"b0ecc2ad-dc57-4a06-a888-594297f4c97b\", \"a934b8d2-38ae-430f-9172-df1c1af57b15\", \"9c3653f8-902a-403a-8161-f9312a49cd7e\"], \"total_duration\": 94.0, \"total_sessions\": 4, \"mean_week_duration\": 0.922}}\n```\n"
}
] |
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