conversations
list |
|---|
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me an information about 8 users who aren't residing in city Sydney plus implement sorting by time spent on the site from the smallest value to the largest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"46184\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2020-09-11 11:21:31.000000+00:00\", \"2021-12-01 06:50:42.000000+00:00\"], \"session_ids\": [\"69fd372e-5f0c-4b49-9a8f-96461e25fa84\", \"9c888ea8-8287-407d-9e83-b15dbba33ec8\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 1.266}, \"26777\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-07-29 20:48:44.000000+00:00\", \"2020-09-30 07:31:04.000000+00:00\"], \"session_ids\": [\"cd1b1944-f78c-4833-a3ac-2e2c108766fb\", \"d749be6d-ba4d-4fe2-bd79-03fc1f65d300\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 1.886}, \"4763\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-08-07 10:46:14.000000+00:00\", \"2020-11-09 06:32:31.000000+00:00\", \"2019-03-05 12:45:46.000000+00:00\"], \"session_ids\": [\"c68a417e-766f-4e3b-b2c1-df28930904d3\", \"d7d42306-43f0-4645-81ac-b6edb894b82b\", \"53e321bb-f6b9-4456-908a-3b6dc4623a79\"], \"total_duration\": 146.0, \"total_sessions\": 3, \"mean_week_duration\": 1.15}, \"28899\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-08-31 19:36:15.000000+00:00\", \"2022-06-17 01:42:59.000000+00:00\"], \"session_ids\": [\"f729e3df-9cc7-4727-a2c7-2cce55cfc0dd\", \"8e3faeee-6a90-446c-ac4b-b28371e84b91\"], \"total_duration\": 409.0, \"total_sessions\": 2, \"mean_week_duration\": 4.351}, \"78985\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-11-19 13:55:07.000000+00:00\", \"2021-07-22 03:21:00.000000+00:00\", \"2022-04-16 13:00:52.000000+00:00\", \"2022-09-09 22:29:16.000000+00:00\", \"2023-02-05 07:55:36.000000+00:00\", \"2021-10-20 13:37:13.000000+00:00\", \"2023-05-14 00:35:22.000000+00:00\", \"2020-01-12 13:21:16.000000+00:00\", \"2022-11-27 23:20:50.000000+00:00\"], \"session_ids\": [\"bdf83b21-e184-4c6c-9dfb-2f89d8deb9e2\", \"3f9011db-2ff4-4be3-8e38-50244a502e41\", \"54550e65-9d76-45f9-85c8-c067a583ed31\", \"fe1036f7-709b-489a-92d5-8f5edb5521a3\", \"b788ef6e-81fb-423d-9668-86702e7a2423\", \"32c280ee-ce57-45bf-a14d-12245adaf999\", \"32ce7d56-d3a3-4738-9e2f-b8a7fd45048c\", \"6ce2bf3a-d966-4f28-a3a3-5015107e4551\", \"37910069-085f-4d80-bd91-c003d1e58836\"], \"total_duration\": 12546.0, \"total_sessions\": 9, \"mean_week_duration\": 68.934}, \"56445\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-02-12 02:34:16.000000+00:00\", \"2020-09-15 07:48:57.000000+00:00\", \"2021-09-28 01:43:08.000000+00:00\", \"2020-05-17 04:32:25.000000+00:00\"], \"session_ids\": [\"6f9e2c04-dfec-4158-a822-d02091a5e4a1\", \"b02fb47c-3987-4d08-b992-cd06817f4241\", \"2d0b02bc-2b58-4d9f-8c00-2f50a08e7095\", \"a2d1568a-c10c-49d3-88e1-272c150cf340\"], \"total_duration\": 53.0, \"total_sessions\": 4, \"mean_week_duration\": 0.371}, \"90332\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-06-11 13:39:38.000000+00:00\", \"2020-11-08 10:09:59.000000+00:00\", \"2021-03-10 00:30:28.000000+00:00\"], \"session_ids\": [\"219ab333-254a-4af8-9bf0-41d4abc82362\", \"60bea7c6-9253-428c-88e5-c01129e28e26\", \"632f4b05-22ad-4425-b952-8bf4ee1b91ca\"], \"total_duration\": 148.0, \"total_sessions\": 3, \"mean_week_duration\": 3.795}, \"18458\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-05-20 12:55:17.000000+00:00\", \"2019-10-21 14:22:28.000000+00:00\"], \"session_ids\": [\"a4c8a6d3-e020-44d2-96dc-8fae83f54f88\", \"8ab6ef1b-4d69-446e-b0a8-95ab6b0e3735\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.289}, \"69328\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-11-08 04:40:17.000000+00:00\", \"2021-01-27 02:14:31.000000+00:00\"], \"session_ids\": [\"d9d25a20-a586-4eba-bfff-9a63ca575b79\", \"efd4afbb-8c62-43ad-81d8-43de4f85ad92\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 2.609}, \"22681\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-31 16:35:41.000000+00:00\", \"2019-07-23 04:26:45.000000+00:00\"], \"session_ids\": [\"f85cba34-bc58-4202-8183-3503a5c0b488\", \"92563ad6-33eb-4738-a064-498dd06405b3\"], \"total_duration\": 289.0, \"total_sessions\": 2, \"mean_week_duration\": 5.352}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is not Sydney"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Sydney\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"46184\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2020-09-11 11:21:31.000000+00:00\", \"2021-12-01 06:50:42.000000+00:00\"], \"session_ids\": [\"69fd372e-5f0c-4b49-9a8f-96461e25fa84\", \"9c888ea8-8287-407d-9e83-b15dbba33ec8\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 1.266}, \"26777\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-07-29 20:48:44.000000+00:00\", \"2020-09-30 07:31:04.000000+00:00\"], \"session_ids\": [\"cd1b1944-f78c-4833-a3ac-2e2c108766fb\", \"d749be6d-ba4d-4fe2-bd79-03fc1f65d300\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 1.886}, \"4763\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-08-07 10:46:14.000000+00:00\", \"2020-11-09 06:32:31.000000+00:00\", \"2019-03-05 12:45:46.000000+00:00\"], \"session_ids\": [\"c68a417e-766f-4e3b-b2c1-df28930904d3\", \"d7d42306-43f0-4645-81ac-b6edb894b82b\", \"53e321bb-f6b9-4456-908a-3b6dc4623a79\"], \"total_duration\": 146.0, \"total_sessions\": 3, \"mean_week_duration\": 1.15}, \"28899\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-08-31 19:36:15.000000+00:00\", \"2022-06-17 01:42:59.000000+00:00\"], \"session_ids\": [\"f729e3df-9cc7-4727-a2c7-2cce55cfc0dd\", \"8e3faeee-6a90-446c-ac4b-b28371e84b91\"], \"total_duration\": 409.0, \"total_sessions\": 2, \"mean_week_duration\": 4.351}, \"78985\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-11-19 13:55:07.000000+00:00\", \"2021-07-22 03:21:00.000000+00:00\", \"2022-04-16 13:00:52.000000+00:00\", \"2022-09-09 22:29:16.000000+00:00\", \"2023-02-05 07:55:36.000000+00:00\", \"2021-10-20 13:37:13.000000+00:00\", \"2023-05-14 00:35:22.000000+00:00\", \"2020-01-12 13:21:16.000000+00:00\", \"2022-11-27 23:20:50.000000+00:00\"], \"session_ids\": [\"bdf83b21-e184-4c6c-9dfb-2f89d8deb9e2\", \"3f9011db-2ff4-4be3-8e38-50244a502e41\", \"54550e65-9d76-45f9-85c8-c067a583ed31\", \"fe1036f7-709b-489a-92d5-8f5edb5521a3\", \"b788ef6e-81fb-423d-9668-86702e7a2423\", \"32c280ee-ce57-45bf-a14d-12245adaf999\", \"32ce7d56-d3a3-4738-9e2f-b8a7fd45048c\", \"6ce2bf3a-d966-4f28-a3a3-5015107e4551\", \"37910069-085f-4d80-bd91-c003d1e58836\"], \"total_duration\": 12546.0, \"total_sessions\": 9, \"mean_week_duration\": 68.934}, \"56445\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-02-12 02:34:16.000000+00:00\", \"2020-09-15 07:48:57.000000+00:00\", \"2021-09-28 01:43:08.000000+00:00\", \"2020-05-17 04:32:25.000000+00:00\"], \"session_ids\": [\"6f9e2c04-dfec-4158-a822-d02091a5e4a1\", \"b02fb47c-3987-4d08-b992-cd06817f4241\", \"2d0b02bc-2b58-4d9f-8c00-2f50a08e7095\", \"a2d1568a-c10c-49d3-88e1-272c150cf340\"], \"total_duration\": 53.0, \"total_sessions\": 4, \"mean_week_duration\": 0.371}, \"90332\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-06-11 13:39:38.000000+00:00\", \"2020-11-08 10:09:59.000000+00:00\", \"2021-03-10 00:30:28.000000+00:00\"], \"session_ids\": [\"219ab333-254a-4af8-9bf0-41d4abc82362\", \"60bea7c6-9253-428c-88e5-c01129e28e26\", \"632f4b05-22ad-4425-b952-8bf4ee1b91ca\"], \"total_duration\": 148.0, \"total_sessions\": 3, \"mean_week_duration\": 3.795}, \"18458\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-05-20 12:55:17.000000+00:00\", \"2019-10-21 14:22:28.000000+00:00\"], \"session_ids\": [\"a4c8a6d3-e020-44d2-96dc-8fae83f54f88\", \"8ab6ef1b-4d69-446e-b0a8-95ab6b0e3735\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.289}, \"69328\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-11-08 04:40:17.000000+00:00\", \"2021-01-27 02:14:31.000000+00:00\"], \"session_ids\": [\"d9d25a20-a586-4eba-bfff-9a63ca575b79\", \"efd4afbb-8c62-43ad-81d8-43de4f85ad92\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 2.609}, \"22681\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-31 16:35:41.000000+00:00\", \"2019-07-23 04:26:45.000000+00:00\"], \"session_ids\": [\"f85cba34-bc58-4202-8183-3503a5c0b488\", \"92563ad6-33eb-4738-a064-498dd06405b3\"], \"total_duration\": 289.0, \"total_sessions\": 2, \"mean_week_duration\": 5.352}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"18458\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-05-20 12:55:17.000000+00:00\", \"2019-10-21 14:22:28.000000+00:00\"], \"session_ids\": [\"a4c8a6d3-e020-44d2-96dc-8fae83f54f88\", \"8ab6ef1b-4d69-446e-b0a8-95ab6b0e3735\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.289}}, {\"56445\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-02-12 02:34:16.000000+00:00\", \"2020-09-15 07:48:57.000000+00:00\", \"2021-09-28 01:43:08.000000+00:00\", \"2020-05-17 04:32:25.000000+00:00\"], \"session_ids\": [\"6f9e2c04-dfec-4158-a822-d02091a5e4a1\", \"b02fb47c-3987-4d08-b992-cd06817f4241\", \"2d0b02bc-2b58-4d9f-8c00-2f50a08e7095\", \"a2d1568a-c10c-49d3-88e1-272c150cf340\"], \"total_duration\": 53.0, \"total_sessions\": 4, \"mean_week_duration\": 0.371}}, {\"46184\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2020-09-11 11:21:31.000000+00:00\", \"2021-12-01 06:50:42.000000+00:00\"], \"session_ids\": [\"69fd372e-5f0c-4b49-9a8f-96461e25fa84\", \"9c888ea8-8287-407d-9e83-b15dbba33ec8\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 1.266}}, {\"26777\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-07-29 20:48:44.000000+00:00\", \"2020-09-30 07:31:04.000000+00:00\"], \"session_ids\": [\"cd1b1944-f78c-4833-a3ac-2e2c108766fb\", \"d749be6d-ba4d-4fe2-bd79-03fc1f65d300\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 1.886}}, {\"4763\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-08-07 10:46:14.000000+00:00\", \"2020-11-09 06:32:31.000000+00:00\", \"2019-03-05 12:45:46.000000+00:00\"], \"session_ids\": [\"c68a417e-766f-4e3b-b2c1-df28930904d3\", \"d7d42306-43f0-4645-81ac-b6edb894b82b\", \"53e321bb-f6b9-4456-908a-3b6dc4623a79\"], \"total_duration\": 146.0, \"total_sessions\": 3, \"mean_week_duration\": 1.15}}, {\"90332\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-06-11 13:39:38.000000+00:00\", \"2020-11-08 10:09:59.000000+00:00\", \"2021-03-10 00:30:28.000000+00:00\"], \"session_ids\": [\"219ab333-254a-4af8-9bf0-41d4abc82362\", \"60bea7c6-9253-428c-88e5-c01129e28e26\", \"632f4b05-22ad-4425-b952-8bf4ee1b91ca\"], \"total_duration\": 148.0, \"total_sessions\": 3, \"mean_week_duration\": 3.795}}, {\"69328\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-11-08 04:40:17.000000+00:00\", \"2021-01-27 02:14:31.000000+00:00\"], \"session_ids\": [\"d9d25a20-a586-4eba-bfff-9a63ca575b79\", \"efd4afbb-8c62-43ad-81d8-43de4f85ad92\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 2.609}}, {\"22681\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-31 16:35:41.000000+00:00\", \"2019-07-23 04:26:45.000000+00:00\"], \"session_ids\": [\"f85cba34-bc58-4202-8183-3503a5c0b488\", \"92563ad6-33eb-4738-a064-498dd06405b3\"], \"total_duration\": 289.0, \"total_sessions\": 2, \"mean_week_duration\": 5.352}}, {\"28899\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-08-31 19:36:15.000000+00:00\", \"2022-06-17 01:42:59.000000+00:00\"], \"session_ids\": [\"f729e3df-9cc7-4727-a2c7-2cce55cfc0dd\", \"8e3faeee-6a90-446c-ac4b-b28371e84b91\"], \"total_duration\": 409.0, \"total_sessions\": 2, \"mean_week_duration\": 4.351}}, {\"78985\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-11-19 13:55:07.000000+00:00\", \"2021-07-22 03:21:00.000000+00:00\", \"2022-04-16 13:00:52.000000+00:00\", \"2022-09-09 22:29:16.000000+00:00\", \"2023-02-05 07:55:36.000000+00:00\", \"2021-10-20 13:37:13.000000+00:00\", \"2023-05-14 00:35:22.000000+00:00\", \"2020-01-12 13:21:16.000000+00:00\", \"2022-11-27 23:20:50.000000+00:00\"], \"session_ids\": [\"bdf83b21-e184-4c6c-9dfb-2f89d8deb9e2\", \"3f9011db-2ff4-4be3-8e38-50244a502e41\", \"54550e65-9d76-45f9-85c8-c067a583ed31\", \"fe1036f7-709b-489a-92d5-8f5edb5521a3\", \"b788ef6e-81fb-423d-9668-86702e7a2423\", \"32c280ee-ce57-45bf-a14d-12245adaf999\", \"32ce7d56-d3a3-4738-9e2f-b8a7fd45048c\", \"6ce2bf3a-d966-4f28-a3a3-5015107e4551\", \"37910069-085f-4d80-bd91-c003d1e58836\"], \"total_duration\": 12546.0, \"total_sessions\": 9, \"mean_week_duration\": 68.934}}]\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[{\"18458\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-05-20 12:55:17.000000+00:00\", \"2019-10-21 14:22:28.000000+00:00\"], \"session_ids\": [\"a4c8a6d3-e020-44d2-96dc-8fae83f54f88\", \"8ab6ef1b-4d69-446e-b0a8-95ab6b0e3735\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.289}}, {\"56445\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-02-12 02:34:16.000000+00:00\", \"2020-09-15 07:48:57.000000+00:00\", \"2021-09-28 01:43:08.000000+00:00\", \"2020-05-17 04:32:25.000000+00:00\"], \"session_ids\": [\"6f9e2c04-dfec-4158-a822-d02091a5e4a1\", \"b02fb47c-3987-4d08-b992-cd06817f4241\", \"2d0b02bc-2b58-4d9f-8c00-2f50a08e7095\", \"a2d1568a-c10c-49d3-88e1-272c150cf340\"], \"total_duration\": 53.0, \"total_sessions\": 4, \"mean_week_duration\": 0.371}}, {\"46184\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2020-09-11 11:21:31.000000+00:00\", \"2021-12-01 06:50:42.000000+00:00\"], \"session_ids\": [\"69fd372e-5f0c-4b49-9a8f-96461e25fa84\", \"9c888ea8-8287-407d-9e83-b15dbba33ec8\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 1.266}}, {\"26777\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-07-29 20:48:44.000000+00:00\", \"2020-09-30 07:31:04.000000+00:00\"], \"session_ids\": [\"cd1b1944-f78c-4833-a3ac-2e2c108766fb\", \"d749be6d-ba4d-4fe2-bd79-03fc1f65d300\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 1.886}}, {\"4763\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-08-07 10:46:14.000000+00:00\", \"2020-11-09 06:32:31.000000+00:00\", \"2019-03-05 12:45:46.000000+00:00\"], \"session_ids\": [\"c68a417e-766f-4e3b-b2c1-df28930904d3\", \"d7d42306-43f0-4645-81ac-b6edb894b82b\", \"53e321bb-f6b9-4456-908a-3b6dc4623a79\"], \"total_duration\": 146.0, \"total_sessions\": 3, \"mean_week_duration\": 1.15}}, {\"90332\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-06-11 13:39:38.000000+00:00\", \"2020-11-08 10:09:59.000000+00:00\", \"2021-03-10 00:30:28.000000+00:00\"], \"session_ids\": [\"219ab333-254a-4af8-9bf0-41d4abc82362\", \"60bea7c6-9253-428c-88e5-c01129e28e26\", \"632f4b05-22ad-4425-b952-8bf4ee1b91ca\"], \"total_duration\": 148.0, \"total_sessions\": 3, \"mean_week_duration\": 3.795}}, {\"69328\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-11-08 04:40:17.000000+00:00\", \"2021-01-27 02:14:31.000000+00:00\"], \"session_ids\": [\"d9d25a20-a586-4eba-bfff-9a63ca575b79\", \"efd4afbb-8c62-43ad-81d8-43de4f85ad92\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 2.609}}, {\"22681\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-31 16:35:41.000000+00:00\", \"2019-07-23 04:26:45.000000+00:00\"], \"session_ids\": [\"f85cba34-bc58-4202-8183-3503a5c0b488\", \"92563ad6-33eb-4738-a064-498dd06405b3\"], \"total_duration\": 289.0, \"total_sessions\": 2, \"mean_week_duration\": 5.352}}]\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[{\"18458\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-05-20 12:55:17.000000+00:00\", \"2019-10-21 14:22:28.000000+00:00\"], \"session_ids\": [\"a4c8a6d3-e020-44d2-96dc-8fae83f54f88\", \"8ab6ef1b-4d69-446e-b0a8-95ab6b0e3735\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.289}}, {\"56445\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-02-12 02:34:16.000000+00:00\", \"2020-09-15 07:48:57.000000+00:00\", \"2021-09-28 01:43:08.000000+00:00\", \"2020-05-17 04:32:25.000000+00:00\"], \"session_ids\": [\"6f9e2c04-dfec-4158-a822-d02091a5e4a1\", \"b02fb47c-3987-4d08-b992-cd06817f4241\", \"2d0b02bc-2b58-4d9f-8c00-2f50a08e7095\", \"a2d1568a-c10c-49d3-88e1-272c150cf340\"], \"total_duration\": 53.0, \"total_sessions\": 4, \"mean_week_duration\": 0.371}}, {\"46184\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2020-09-11 11:21:31.000000+00:00\", \"2021-12-01 06:50:42.000000+00:00\"], \"session_ids\": [\"69fd372e-5f0c-4b49-9a8f-96461e25fa84\", \"9c888ea8-8287-407d-9e83-b15dbba33ec8\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 1.266}}, {\"26777\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-07-29 20:48:44.000000+00:00\", \"2020-09-30 07:31:04.000000+00:00\"], \"session_ids\": [\"cd1b1944-f78c-4833-a3ac-2e2c108766fb\", \"d749be6d-ba4d-4fe2-bd79-03fc1f65d300\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 1.886}}, {\"4763\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-08-07 10:46:14.000000+00:00\", \"2020-11-09 06:32:31.000000+00:00\", \"2019-03-05 12:45:46.000000+00:00\"], \"session_ids\": [\"c68a417e-766f-4e3b-b2c1-df28930904d3\", \"d7d42306-43f0-4645-81ac-b6edb894b82b\", \"53e321bb-f6b9-4456-908a-3b6dc4623a79\"], \"total_duration\": 146.0, \"total_sessions\": 3, \"mean_week_duration\": 1.15}}, {\"90332\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-06-11 13:39:38.000000+00:00\", \"2020-11-08 10:09:59.000000+00:00\", \"2021-03-10 00:30:28.000000+00:00\"], \"session_ids\": [\"219ab333-254a-4af8-9bf0-41d4abc82362\", \"60bea7c6-9253-428c-88e5-c01129e28e26\", \"632f4b05-22ad-4425-b952-8bf4ee1b91ca\"], \"total_duration\": 148.0, \"total_sessions\": 3, \"mean_week_duration\": 3.795}}, {\"69328\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-11-08 04:40:17.000000+00:00\", \"2021-01-27 02:14:31.000000+00:00\"], \"session_ids\": [\"d9d25a20-a586-4eba-bfff-9a63ca575b79\", \"efd4afbb-8c62-43ad-81d8-43de4f85ad92\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 2.609}}, {\"22681\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-31 16:35:41.000000+00:00\", \"2019-07-23 04:26:45.000000+00:00\"], \"session_ids\": [\"f85cba34-bc58-4202-8183-3503a5c0b488\", \"92563ad6-33eb-4738-a064-498dd06405b3\"], \"total_duration\": 289.0, \"total_sessions\": 2, \"mean_week_duration\": 5.352}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about user who has total_sessions larger than 4 (not including) and execute sorting by total amount of duration desc."
}
] |
[
{
"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{\"87332\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-04-01 16:00:37.000000+00:00\", \"2020-04-23 14:43:26.000000+00:00\"], \"session_ids\": [\"88a7efbf-e03e-4922-94cc-b2a7ca07a04e\", \"0b740693-113e-4d97-bf49-0ea58c0b3dec\"], \"total_duration\": 175.0, \"total_sessions\": 2, \"mean_week_duration\": 58.333}, \"16333\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-05-13 20:05:35.000000+00:00\", \"2022-11-13 13:25:09.000000+00:00\"], \"session_ids\": [\"e80b08ff-edfa-4cba-a16e-bf3c9aa417bc\", \"47394cfd-ef7b-4dcd-89da-b7f0c7d5f963\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 1.43}, \"91701\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-05-06 03:14:15.000000+00:00\", \"2019-05-21 05:52:47.000000+00:00\", \"2022-02-24 11:40:13.000000+00:00\"], \"session_ids\": [\"b9877cce-f7e2-4fd4-aed6-a89e8422a506\", \"a688748d-25de-4a05-bc7e-5bfbcfaafaef\", \"7a7b0694-3add-4d36-8f12-111d0ac0bf5a\"], \"total_duration\": 911.0, \"total_sessions\": 3, \"mean_week_duration\": 6.283}, \"41959\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-03 12:58:18.000000+00:00\", \"2023-05-18 20:40:50.000000+00:00\", \"2021-05-31 06:35:06.000000+00:00\", \"2020-12-21 13:35:16.000000+00:00\", \"2020-02-10 02:05:09.000000+00:00\", \"2021-03-07 18:26:52.000000+00:00\", \"2021-06-29 21:08:49.000000+00:00\", \"2022-11-16 04:20:08.000000+00:00\", \"2021-01-22 20:58:43.000000+00:00\", \"2019-02-08 23:10:26.000000+00:00\"], \"session_ids\": [\"3df0e512-eccf-4c74-97b9-d11b67a4393c\", \"b05e9a2a-1249-447a-9493-8b24080814f0\", \"489036ee-6c8c-4157-ab7b-9ed7d5da773e\", \"9786c166-4176-47ac-8745-429ffdcb31b2\", \"7dee1629-e7ff-4e55-a649-6a5d70f53f1a\", \"6778b596-526e-4372-8615-43a2b4b4b5f2\", \"59e7e0c5-1a27-4704-a57a-b54dc4c3d258\", \"89f6f69b-11cf-48b0-8287-a191efb622c3\", \"a9035c2e-f8eb-4ac3-861c-37ce84c53cfa\", \"58069a92-70d7-49e1-a8aa-54bb15f92330\"], \"total_duration\": 29685.0, \"total_sessions\": 10, \"mean_week_duration\": 133.117}, \"48745\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-13 17:28:08.000000+00:00\", \"2019-04-07 10:00:05.000000+00:00\"], \"session_ids\": [\"2f64daa3-430e-44d7-a4e2-9f18b15dff53\", \"ed203bb9-e7c7-4a8c-a399-7c921654f79d\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 2.333}, \"22868\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-12-07 02:14:55.000000+00:00\", \"2020-04-04 03:19:51.000000+00:00\", \"2021-07-18 21:14:30.000000+00:00\", \"2019-10-23 17:12:30.000000+00:00\"], \"session_ids\": [\"7daa53ec-e6db-4577-88b3-a3a14dce9b0b\", \"e69e354a-7611-4d99-86a9-b1a353a072a0\", \"45c86fb8-f578-480e-b1ad-98b923652ba9\", \"e8ee63c0-2e54-4b16-86ef-baf1bb4db9fa\"], \"total_duration\": 582.0, \"total_sessions\": 4, \"mean_week_duration\": 6.396}, \"61491\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-01-19 04:39:13.000000+00:00\", \"2020-12-19 20:58:54.000000+00:00\", \"2021-11-15 18:50:44.000000+00:00\"], \"session_ids\": [\"42947d96-65c6-4689-a0e2-e2ee21ff8497\", \"7173610d-c42b-4095-b993-2d7495b20f25\", \"570f1747-8daf-47af-8c4a-54e3234660a2\"], \"total_duration\": 1055.0, \"total_sessions\": 3, \"mean_week_duration\": 7.128}, \"95543\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-08 00:35:39.000000+00:00\", \"2023-06-14 21:10:54.000000+00:00\", \"2022-02-19 15:42:39.000000+00:00\", \"2019-07-23 01:36:01.000000+00:00\", \"2021-03-17 22:56:47.000000+00:00\"], \"session_ids\": [\"440b2046-089f-4af4-aa33-a4728dd52c45\", \"e2de5237-fb12-4b91-89a0-8a73143d149d\", \"09c3eb87-349f-4b13-8ffd-c9afb1786e58\", \"680e7833-f6d7-4d09-bf30-a0c4f87c3e77\", \"903b7df1-5d81-4f92-a832-85d234e8a015\"], \"total_duration\": 1243.0, \"total_sessions\": 5, \"mean_week_duration\": 6.093}, \"41160\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-06-28 02:10:51.000000+00:00\", \"2022-03-31 07:01:52.000000+00:00\", \"2019-10-16 00:31:07.000000+00:00\", \"2019-10-09 09:54:21.000000+00:00\"], \"session_ids\": [\"bf44a84e-2369-43ca-82f7-eba764ec4d8d\", \"44dbd656-1102-4c5c-b61c-fe7a8f073058\", \"5968e8af-ecf8-4153-be1e-d5d3c3157698\", \"208c8d14-00e1-49bb-8a45-8dcfa02ebfe7\"], \"total_duration\": 925.0, \"total_sessions\": 4, \"mean_week_duration\": 7.171}, \"10005\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-11-27 08:34:36.000000+00:00\", \"2019-02-13 09:56:20.000000+00:00\", \"2022-10-11 01:31:20.000000+00:00\"], \"session_ids\": [\"443cccc5-762d-4f22-8b27-d9496d235790\", \"f91e9153-66d1-4e43-9380-bf57566632a6\", \"8f50af35-90a6-4d3e-9e83-5a2f6d4b0dc3\"], \"total_duration\": 984.0, \"total_sessions\": 3, \"mean_week_duration\": 5.152}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are greater than 4"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\"]]}, \"all_values\": {\"total_sessions\": [[4, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"41959\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-03 12:58:18.000000+00:00\", \"2023-05-18 20:40:50.000000+00:00\", \"2021-05-31 06:35:06.000000+00:00\", \"2020-12-21 13:35:16.000000+00:00\", \"2020-02-10 02:05:09.000000+00:00\", \"2021-03-07 18:26:52.000000+00:00\", \"2021-06-29 21:08:49.000000+00:00\", \"2022-11-16 04:20:08.000000+00:00\", \"2021-01-22 20:58:43.000000+00:00\", \"2019-02-08 23:10:26.000000+00:00\"], \"session_ids\": [\"3df0e512-eccf-4c74-97b9-d11b67a4393c\", \"b05e9a2a-1249-447a-9493-8b24080814f0\", \"489036ee-6c8c-4157-ab7b-9ed7d5da773e\", \"9786c166-4176-47ac-8745-429ffdcb31b2\", \"7dee1629-e7ff-4e55-a649-6a5d70f53f1a\", \"6778b596-526e-4372-8615-43a2b4b4b5f2\", \"59e7e0c5-1a27-4704-a57a-b54dc4c3d258\", \"89f6f69b-11cf-48b0-8287-a191efb622c3\", \"a9035c2e-f8eb-4ac3-861c-37ce84c53cfa\", \"58069a92-70d7-49e1-a8aa-54bb15f92330\"], \"total_duration\": 29685.0, \"total_sessions\": 10, \"mean_week_duration\": 133.117}, \"95543\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-08 00:35:39.000000+00:00\", \"2023-06-14 21:10:54.000000+00:00\", \"2022-02-19 15:42:39.000000+00:00\", \"2019-07-23 01:36:01.000000+00:00\", \"2021-03-17 22:56:47.000000+00:00\"], \"session_ids\": [\"440b2046-089f-4af4-aa33-a4728dd52c45\", \"e2de5237-fb12-4b91-89a0-8a73143d149d\", \"09c3eb87-349f-4b13-8ffd-c9afb1786e58\", \"680e7833-f6d7-4d09-bf30-a0c4f87c3e77\", \"903b7df1-5d81-4f92-a832-85d234e8a015\"], \"total_duration\": 1243.0, \"total_sessions\": 5, \"mean_week_duration\": 6.093}}\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[{\"41959\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-03 12:58:18.000000+00:00\", \"2023-05-18 20:40:50.000000+00:00\", \"2021-05-31 06:35:06.000000+00:00\", \"2020-12-21 13:35:16.000000+00:00\", \"2020-02-10 02:05:09.000000+00:00\", \"2021-03-07 18:26:52.000000+00:00\", \"2021-06-29 21:08:49.000000+00:00\", \"2022-11-16 04:20:08.000000+00:00\", \"2021-01-22 20:58:43.000000+00:00\", \"2019-02-08 23:10:26.000000+00:00\"], \"session_ids\": [\"3df0e512-eccf-4c74-97b9-d11b67a4393c\", \"b05e9a2a-1249-447a-9493-8b24080814f0\", \"489036ee-6c8c-4157-ab7b-9ed7d5da773e\", \"9786c166-4176-47ac-8745-429ffdcb31b2\", \"7dee1629-e7ff-4e55-a649-6a5d70f53f1a\", \"6778b596-526e-4372-8615-43a2b4b4b5f2\", \"59e7e0c5-1a27-4704-a57a-b54dc4c3d258\", \"89f6f69b-11cf-48b0-8287-a191efb622c3\", \"a9035c2e-f8eb-4ac3-861c-37ce84c53cfa\", \"58069a92-70d7-49e1-a8aa-54bb15f92330\"], \"total_duration\": 29685.0, \"total_sessions\": 10, \"mean_week_duration\": 133.117}}, {\"95543\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-08 00:35:39.000000+00:00\", \"2023-06-14 21:10:54.000000+00:00\", \"2022-02-19 15:42:39.000000+00:00\", \"2019-07-23 01:36:01.000000+00:00\", \"2021-03-17 22:56:47.000000+00:00\"], \"session_ids\": [\"440b2046-089f-4af4-aa33-a4728dd52c45\", \"e2de5237-fb12-4b91-89a0-8a73143d149d\", \"09c3eb87-349f-4b13-8ffd-c9afb1786e58\", \"680e7833-f6d7-4d09-bf30-a0c4f87c3e77\", \"903b7df1-5d81-4f92-a832-85d234e8a015\"], \"total_duration\": 1243.0, \"total_sessions\": 5, \"mean_week_duration\": 6.093}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 1 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"41959\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-03 12:58:18.000000+00:00\", \"2023-05-18 20:40:50.000000+00:00\", \"2021-05-31 06:35:06.000000+00:00\", \"2020-12-21 13:35:16.000000+00:00\", \"2020-02-10 02:05:09.000000+00:00\", \"2021-03-07 18:26:52.000000+00:00\", \"2021-06-29 21:08:49.000000+00:00\", \"2022-11-16 04:20:08.000000+00:00\", \"2021-01-22 20:58:43.000000+00:00\", \"2019-02-08 23:10:26.000000+00:00\"], \"session_ids\": [\"3df0e512-eccf-4c74-97b9-d11b67a4393c\", \"b05e9a2a-1249-447a-9493-8b24080814f0\", \"489036ee-6c8c-4157-ab7b-9ed7d5da773e\", \"9786c166-4176-47ac-8745-429ffdcb31b2\", \"7dee1629-e7ff-4e55-a649-6a5d70f53f1a\", \"6778b596-526e-4372-8615-43a2b4b4b5f2\", \"59e7e0c5-1a27-4704-a57a-b54dc4c3d258\", \"89f6f69b-11cf-48b0-8287-a191efb622c3\", \"a9035c2e-f8eb-4ac3-861c-37ce84c53cfa\", \"58069a92-70d7-49e1-a8aa-54bb15f92330\"], \"total_duration\": 29685.0, \"total_sessions\": 10, \"mean_week_duration\": 133.117}}]\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[{\"41959\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-03 12:58:18.000000+00:00\", \"2023-05-18 20:40:50.000000+00:00\", \"2021-05-31 06:35:06.000000+00:00\", \"2020-12-21 13:35:16.000000+00:00\", \"2020-02-10 02:05:09.000000+00:00\", \"2021-03-07 18:26:52.000000+00:00\", \"2021-06-29 21:08:49.000000+00:00\", \"2022-11-16 04:20:08.000000+00:00\", \"2021-01-22 20:58:43.000000+00:00\", \"2019-02-08 23:10:26.000000+00:00\"], \"session_ids\": [\"3df0e512-eccf-4c74-97b9-d11b67a4393c\", \"b05e9a2a-1249-447a-9493-8b24080814f0\", \"489036ee-6c8c-4157-ab7b-9ed7d5da773e\", \"9786c166-4176-47ac-8745-429ffdcb31b2\", \"7dee1629-e7ff-4e55-a649-6a5d70f53f1a\", \"6778b596-526e-4372-8615-43a2b4b4b5f2\", \"59e7e0c5-1a27-4704-a57a-b54dc4c3d258\", \"89f6f69b-11cf-48b0-8287-a191efb622c3\", \"a9035c2e-f8eb-4ac3-861c-37ce84c53cfa\", \"58069a92-70d7-49e1-a8aa-54bb15f92330\"], \"total_duration\": 29685.0, \"total_sessions\": 10, \"mean_week_duration\": 133.117}}]\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 5 users who don't belong to city San Jose , moreover implement sorting by overall total duration 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{\"34504\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-12-16 14:14:39.000000+00:00\", \"2021-06-20 20:43:39.000000+00:00\", \"2020-11-23 17:30:22.000000+00:00\", \"2022-04-29 06:16:50.000000+00:00\"], \"session_ids\": [\"b853becb-8194-40ba-9f39-6aad9d9825d6\", \"6a58a6ab-7599-429d-b026-a5b93857b71c\", \"572e9d1e-92d5-4739-86f1-82cad0af1a92\", \"45ac5c4d-4389-4e69-87ce-107daa212b2f\"], \"total_duration\": 813.0, \"total_sessions\": 4, \"mean_week_duration\": 7.528}, \"22332\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-04-19 12:06:51.000000+00:00\", \"2020-10-02 11:53:48.000000+00:00\"], \"session_ids\": [\"7cf6c93d-ce2b-42a6-9447-29e2dd0a3c22\", \"2be2a04e-6514-4793-9c69-0e5761bea180\"], \"total_duration\": 274.0, \"total_sessions\": 2, \"mean_week_duration\": 2.06}, \"60321\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-11-28 07:49:35.000000+00:00\", \"2021-01-04 05:48:41.000000+00:00\"], \"session_ids\": [\"0560b081-894c-4035-a65f-8d616c52b3b4\", \"afcb866c-cb29-4153-bdf4-5e0537a9ff38\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.515}, \"51966\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-01-05 04:38:04.000000+00:00\", \"2022-11-25 08:04:12.000000+00:00\", \"2023-01-19 23:00:02.000000+00:00\", \"2020-05-23 11:05:53.000000+00:00\"], \"session_ids\": [\"a561ad61-3da1-433d-a1a6-a3b9a7a4609f\", \"3d84251b-ca0d-486a-a009-0af1aea4b593\", \"76cce8cb-10fc-46ce-b3a5-89f3588b849e\", \"e8a1cfe7-c013-4a4e-9125-8a8cf7eebc9f\"], \"total_duration\": 118.0, \"total_sessions\": 4, \"mean_week_duration\": 0.849}, \"29658\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-04-23 13:18:03.000000+00:00\", \"2021-07-01 02:10:11.000000+00:00\", \"2020-05-19 02:35:15.000000+00:00\", \"2021-03-12 22:42:16.000000+00:00\", \"2019-08-03 23:24:50.000000+00:00\"], \"session_ids\": [\"8b70a6a4-73b7-4949-84d1-4fd3c0d72d2e\", \"0110495d-9700-4abd-9e61-588ee6dffc16\", \"1329ddce-8c18-4751-829c-4439f85d8392\", \"618d8cd3-0384-43cf-8308-2726601b4975\", \"70aa94ff-7dab-4955-802d-7dea387d00c6\"], \"total_duration\": 171.0, \"total_sessions\": 5, \"mean_week_duration\": 1.71}, \"35326\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-05-16 08:48:17.000000+00:00\", \"2020-10-04 18:35:10.000000+00:00\"], \"session_ids\": [\"302ccc50-e371-4a6c-8d8d-3084fbe27db5\", \"45a611d1-2427-4d8e-a888-e18f91f98e7e\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.393}, \"97826\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-03-23 22:27:33.000000+00:00\", \"2023-01-26 08:43:46.000000+00:00\", \"2019-07-18 08:49:55.000000+00:00\", \"2021-01-25 07:36:13.000000+00:00\"], \"session_ids\": [\"220fd403-b372-4609-b73e-3aadbbe3e206\", \"91df58f9-95ba-4d15-95c2-ddda4d31833d\", \"aed5c97f-00e6-4743-bcc5-f373125a2e8d\", \"f97a5243-09fc-4ec0-800d-384a99438a70\"], \"total_duration\": 102.0, \"total_sessions\": 4, \"mean_week_duration\": 0.554}, \"10647\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-01-16 03:16:49.000000+00:00\", \"2023-04-12 12:13:46.000000+00:00\", \"2020-08-01 16:45:00.000000+00:00\", \"2019-07-16 02:37:11.000000+00:00\"], \"session_ids\": [\"e4080144-e265-419d-81fe-d79c9de1d123\", \"2e4012cd-a99a-4abc-bf74-1c5b078978ef\", \"73a3fa16-7627-487d-b783-c4e65f7bda28\", \"9559757a-69e1-44f8-85a1-2982e1a6ae6c\"], \"total_duration\": 555.0, \"total_sessions\": 4, \"mean_week_duration\": 2.832}, \"77993\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-11-20 11:28:45.000000+00:00\", \"2023-03-23 00:14:43.000000+00:00\", \"2019-03-04 02:09:57.000000+00:00\", \"2023-05-17 04:30:22.000000+00:00\", \"2022-10-22 19:13:49.000000+00:00\", \"2022-04-28 18:49:46.000000+00:00\", \"2022-12-01 07:15:57.000000+00:00\", \"2021-12-31 03:11:31.000000+00:00\"], \"session_ids\": [\"4a04e244-38fe-4e96-9ae3-a16317142020\", \"0573d375-0ef6-4935-9d9d-fafd84b331b1\", \"b7cb8353-8ebc-4dd4-98eb-70871e081fdf\", \"c52ce653-2e2b-401b-b23c-fdfbec855c28\", \"77c1214f-6d4c-485b-8cea-a547b31be0b6\", \"d9964f2d-68ca-4699-be5d-948ee949fbcd\", \"d72af62b-e9c5-4c89-b83f-4bf6898a0378\", \"77ba1e30-6bc1-425d-9351-3e743a03c73e\"], \"total_duration\": 2050.0, \"total_sessions\": 8, \"mean_week_duration\": 9.318}, \"48346\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-10-08 08:31:13.000000+00:00\", \"2019-07-12 03:36:51.000000+00:00\"], \"session_ids\": [\"767142a8-5076-4753-8655-4689e0644cfa\", \"57960c00-91fb-462f-a789-f2b0a2d47d50\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 2.646}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is not San Jose"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"San Jose\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"34504\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-12-16 14:14:39.000000+00:00\", \"2021-06-20 20:43:39.000000+00:00\", \"2020-11-23 17:30:22.000000+00:00\", \"2022-04-29 06:16:50.000000+00:00\"], \"session_ids\": [\"b853becb-8194-40ba-9f39-6aad9d9825d6\", \"6a58a6ab-7599-429d-b026-a5b93857b71c\", \"572e9d1e-92d5-4739-86f1-82cad0af1a92\", \"45ac5c4d-4389-4e69-87ce-107daa212b2f\"], \"total_duration\": 813.0, \"total_sessions\": 4, \"mean_week_duration\": 7.528}, \"22332\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-04-19 12:06:51.000000+00:00\", \"2020-10-02 11:53:48.000000+00:00\"], \"session_ids\": [\"7cf6c93d-ce2b-42a6-9447-29e2dd0a3c22\", \"2be2a04e-6514-4793-9c69-0e5761bea180\"], \"total_duration\": 274.0, \"total_sessions\": 2, \"mean_week_duration\": 2.06}, \"60321\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-11-28 07:49:35.000000+00:00\", \"2021-01-04 05:48:41.000000+00:00\"], \"session_ids\": [\"0560b081-894c-4035-a65f-8d616c52b3b4\", \"afcb866c-cb29-4153-bdf4-5e0537a9ff38\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.515}, \"51966\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-01-05 04:38:04.000000+00:00\", \"2022-11-25 08:04:12.000000+00:00\", \"2023-01-19 23:00:02.000000+00:00\", \"2020-05-23 11:05:53.000000+00:00\"], \"session_ids\": [\"a561ad61-3da1-433d-a1a6-a3b9a7a4609f\", \"3d84251b-ca0d-486a-a009-0af1aea4b593\", \"76cce8cb-10fc-46ce-b3a5-89f3588b849e\", \"e8a1cfe7-c013-4a4e-9125-8a8cf7eebc9f\"], \"total_duration\": 118.0, \"total_sessions\": 4, \"mean_week_duration\": 0.849}, \"29658\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-04-23 13:18:03.000000+00:00\", \"2021-07-01 02:10:11.000000+00:00\", \"2020-05-19 02:35:15.000000+00:00\", \"2021-03-12 22:42:16.000000+00:00\", \"2019-08-03 23:24:50.000000+00:00\"], \"session_ids\": [\"8b70a6a4-73b7-4949-84d1-4fd3c0d72d2e\", \"0110495d-9700-4abd-9e61-588ee6dffc16\", \"1329ddce-8c18-4751-829c-4439f85d8392\", \"618d8cd3-0384-43cf-8308-2726601b4975\", \"70aa94ff-7dab-4955-802d-7dea387d00c6\"], \"total_duration\": 171.0, \"total_sessions\": 5, \"mean_week_duration\": 1.71}, \"35326\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-05-16 08:48:17.000000+00:00\", \"2020-10-04 18:35:10.000000+00:00\"], \"session_ids\": [\"302ccc50-e371-4a6c-8d8d-3084fbe27db5\", \"45a611d1-2427-4d8e-a888-e18f91f98e7e\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.393}, \"97826\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-03-23 22:27:33.000000+00:00\", \"2023-01-26 08:43:46.000000+00:00\", \"2019-07-18 08:49:55.000000+00:00\", \"2021-01-25 07:36:13.000000+00:00\"], \"session_ids\": [\"220fd403-b372-4609-b73e-3aadbbe3e206\", \"91df58f9-95ba-4d15-95c2-ddda4d31833d\", \"aed5c97f-00e6-4743-bcc5-f373125a2e8d\", \"f97a5243-09fc-4ec0-800d-384a99438a70\"], \"total_duration\": 102.0, \"total_sessions\": 4, \"mean_week_duration\": 0.554}, \"10647\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-01-16 03:16:49.000000+00:00\", \"2023-04-12 12:13:46.000000+00:00\", \"2020-08-01 16:45:00.000000+00:00\", \"2019-07-16 02:37:11.000000+00:00\"], \"session_ids\": [\"e4080144-e265-419d-81fe-d79c9de1d123\", \"2e4012cd-a99a-4abc-bf74-1c5b078978ef\", \"73a3fa16-7627-487d-b783-c4e65f7bda28\", \"9559757a-69e1-44f8-85a1-2982e1a6ae6c\"], \"total_duration\": 555.0, \"total_sessions\": 4, \"mean_week_duration\": 2.832}, \"48346\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-10-08 08:31:13.000000+00:00\", \"2019-07-12 03:36:51.000000+00:00\"], \"session_ids\": [\"767142a8-5076-4753-8655-4689e0644cfa\", \"57960c00-91fb-462f-a789-f2b0a2d47d50\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 2.646}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"35326\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-05-16 08:48:17.000000+00:00\", \"2020-10-04 18:35:10.000000+00:00\"], \"session_ids\": [\"302ccc50-e371-4a6c-8d8d-3084fbe27db5\", \"45a611d1-2427-4d8e-a888-e18f91f98e7e\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.393}}, {\"60321\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-11-28 07:49:35.000000+00:00\", \"2021-01-04 05:48:41.000000+00:00\"], \"session_ids\": [\"0560b081-894c-4035-a65f-8d616c52b3b4\", \"afcb866c-cb29-4153-bdf4-5e0537a9ff38\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.515}}, {\"97826\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-03-23 22:27:33.000000+00:00\", \"2023-01-26 08:43:46.000000+00:00\", \"2019-07-18 08:49:55.000000+00:00\", \"2021-01-25 07:36:13.000000+00:00\"], \"session_ids\": [\"220fd403-b372-4609-b73e-3aadbbe3e206\", \"91df58f9-95ba-4d15-95c2-ddda4d31833d\", \"aed5c97f-00e6-4743-bcc5-f373125a2e8d\", \"f97a5243-09fc-4ec0-800d-384a99438a70\"], \"total_duration\": 102.0, \"total_sessions\": 4, \"mean_week_duration\": 0.554}}, {\"51966\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-01-05 04:38:04.000000+00:00\", \"2022-11-25 08:04:12.000000+00:00\", \"2023-01-19 23:00:02.000000+00:00\", \"2020-05-23 11:05:53.000000+00:00\"], \"session_ids\": [\"a561ad61-3da1-433d-a1a6-a3b9a7a4609f\", \"3d84251b-ca0d-486a-a009-0af1aea4b593\", \"76cce8cb-10fc-46ce-b3a5-89f3588b849e\", \"e8a1cfe7-c013-4a4e-9125-8a8cf7eebc9f\"], \"total_duration\": 118.0, \"total_sessions\": 4, \"mean_week_duration\": 0.849}}, {\"29658\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-04-23 13:18:03.000000+00:00\", \"2021-07-01 02:10:11.000000+00:00\", \"2020-05-19 02:35:15.000000+00:00\", \"2021-03-12 22:42:16.000000+00:00\", \"2019-08-03 23:24:50.000000+00:00\"], \"session_ids\": [\"8b70a6a4-73b7-4949-84d1-4fd3c0d72d2e\", \"0110495d-9700-4abd-9e61-588ee6dffc16\", \"1329ddce-8c18-4751-829c-4439f85d8392\", \"618d8cd3-0384-43cf-8308-2726601b4975\", \"70aa94ff-7dab-4955-802d-7dea387d00c6\"], \"total_duration\": 171.0, \"total_sessions\": 5, \"mean_week_duration\": 1.71}}, {\"48346\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-10-08 08:31:13.000000+00:00\", \"2019-07-12 03:36:51.000000+00:00\"], \"session_ids\": [\"767142a8-5076-4753-8655-4689e0644cfa\", \"57960c00-91fb-462f-a789-f2b0a2d47d50\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 2.646}}, {\"22332\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-04-19 12:06:51.000000+00:00\", \"2020-10-02 11:53:48.000000+00:00\"], \"session_ids\": [\"7cf6c93d-ce2b-42a6-9447-29e2dd0a3c22\", \"2be2a04e-6514-4793-9c69-0e5761bea180\"], \"total_duration\": 274.0, \"total_sessions\": 2, \"mean_week_duration\": 2.06}}, {\"10647\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-01-16 03:16:49.000000+00:00\", \"2023-04-12 12:13:46.000000+00:00\", \"2020-08-01 16:45:00.000000+00:00\", \"2019-07-16 02:37:11.000000+00:00\"], \"session_ids\": [\"e4080144-e265-419d-81fe-d79c9de1d123\", \"2e4012cd-a99a-4abc-bf74-1c5b078978ef\", \"73a3fa16-7627-487d-b783-c4e65f7bda28\", \"9559757a-69e1-44f8-85a1-2982e1a6ae6c\"], \"total_duration\": 555.0, \"total_sessions\": 4, \"mean_week_duration\": 2.832}}, {\"34504\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-12-16 14:14:39.000000+00:00\", \"2021-06-20 20:43:39.000000+00:00\", \"2020-11-23 17:30:22.000000+00:00\", \"2022-04-29 06:16:50.000000+00:00\"], \"session_ids\": [\"b853becb-8194-40ba-9f39-6aad9d9825d6\", \"6a58a6ab-7599-429d-b026-a5b93857b71c\", \"572e9d1e-92d5-4739-86f1-82cad0af1a92\", \"45ac5c4d-4389-4e69-87ce-107daa212b2f\"], \"total_duration\": 813.0, \"total_sessions\": 4, \"mean_week_duration\": 7.528}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 5 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"35326\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-05-16 08:48:17.000000+00:00\", \"2020-10-04 18:35:10.000000+00:00\"], \"session_ids\": [\"302ccc50-e371-4a6c-8d8d-3084fbe27db5\", \"45a611d1-2427-4d8e-a888-e18f91f98e7e\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.393}}, {\"60321\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-11-28 07:49:35.000000+00:00\", \"2021-01-04 05:48:41.000000+00:00\"], \"session_ids\": [\"0560b081-894c-4035-a65f-8d616c52b3b4\", \"afcb866c-cb29-4153-bdf4-5e0537a9ff38\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.515}}, {\"97826\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-03-23 22:27:33.000000+00:00\", \"2023-01-26 08:43:46.000000+00:00\", \"2019-07-18 08:49:55.000000+00:00\", \"2021-01-25 07:36:13.000000+00:00\"], \"session_ids\": [\"220fd403-b372-4609-b73e-3aadbbe3e206\", \"91df58f9-95ba-4d15-95c2-ddda4d31833d\", \"aed5c97f-00e6-4743-bcc5-f373125a2e8d\", \"f97a5243-09fc-4ec0-800d-384a99438a70\"], \"total_duration\": 102.0, \"total_sessions\": 4, \"mean_week_duration\": 0.554}}, {\"51966\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-01-05 04:38:04.000000+00:00\", \"2022-11-25 08:04:12.000000+00:00\", \"2023-01-19 23:00:02.000000+00:00\", \"2020-05-23 11:05:53.000000+00:00\"], \"session_ids\": [\"a561ad61-3da1-433d-a1a6-a3b9a7a4609f\", \"3d84251b-ca0d-486a-a009-0af1aea4b593\", \"76cce8cb-10fc-46ce-b3a5-89f3588b849e\", \"e8a1cfe7-c013-4a4e-9125-8a8cf7eebc9f\"], \"total_duration\": 118.0, \"total_sessions\": 4, \"mean_week_duration\": 0.849}}, {\"29658\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-04-23 13:18:03.000000+00:00\", \"2021-07-01 02:10:11.000000+00:00\", \"2020-05-19 02:35:15.000000+00:00\", \"2021-03-12 22:42:16.000000+00:00\", \"2019-08-03 23:24:50.000000+00:00\"], \"session_ids\": [\"8b70a6a4-73b7-4949-84d1-4fd3c0d72d2e\", \"0110495d-9700-4abd-9e61-588ee6dffc16\", \"1329ddce-8c18-4751-829c-4439f85d8392\", \"618d8cd3-0384-43cf-8308-2726601b4975\", \"70aa94ff-7dab-4955-802d-7dea387d00c6\"], \"total_duration\": 171.0, \"total_sessions\": 5, \"mean_week_duration\": 1.71}}]\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[{\"35326\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-05-16 08:48:17.000000+00:00\", \"2020-10-04 18:35:10.000000+00:00\"], \"session_ids\": [\"302ccc50-e371-4a6c-8d8d-3084fbe27db5\", \"45a611d1-2427-4d8e-a888-e18f91f98e7e\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.393}}, {\"60321\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-11-28 07:49:35.000000+00:00\", \"2021-01-04 05:48:41.000000+00:00\"], \"session_ids\": [\"0560b081-894c-4035-a65f-8d616c52b3b4\", \"afcb866c-cb29-4153-bdf4-5e0537a9ff38\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.515}}, {\"97826\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-03-23 22:27:33.000000+00:00\", \"2023-01-26 08:43:46.000000+00:00\", \"2019-07-18 08:49:55.000000+00:00\", \"2021-01-25 07:36:13.000000+00:00\"], \"session_ids\": [\"220fd403-b372-4609-b73e-3aadbbe3e206\", \"91df58f9-95ba-4d15-95c2-ddda4d31833d\", \"aed5c97f-00e6-4743-bcc5-f373125a2e8d\", \"f97a5243-09fc-4ec0-800d-384a99438a70\"], \"total_duration\": 102.0, \"total_sessions\": 4, \"mean_week_duration\": 0.554}}, {\"51966\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-01-05 04:38:04.000000+00:00\", \"2022-11-25 08:04:12.000000+00:00\", \"2023-01-19 23:00:02.000000+00:00\", \"2020-05-23 11:05:53.000000+00:00\"], \"session_ids\": [\"a561ad61-3da1-433d-a1a6-a3b9a7a4609f\", \"3d84251b-ca0d-486a-a009-0af1aea4b593\", \"76cce8cb-10fc-46ce-b3a5-89f3588b849e\", \"e8a1cfe7-c013-4a4e-9125-8a8cf7eebc9f\"], \"total_duration\": 118.0, \"total_sessions\": 4, \"mean_week_duration\": 0.849}}, {\"29658\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-04-23 13:18:03.000000+00:00\", \"2021-07-01 02:10:11.000000+00:00\", \"2020-05-19 02:35:15.000000+00:00\", \"2021-03-12 22:42:16.000000+00:00\", \"2019-08-03 23:24:50.000000+00:00\"], \"session_ids\": [\"8b70a6a4-73b7-4949-84d1-4fd3c0d72d2e\", \"0110495d-9700-4abd-9e61-588ee6dffc16\", \"1329ddce-8c18-4751-829c-4439f85d8392\", \"618d8cd3-0384-43cf-8308-2726601b4975\", \"70aa94ff-7dab-4955-802d-7dea387d00c6\"], \"total_duration\": 171.0, \"total_sessions\": 5, \"mean_week_duration\": 1.71}}]\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 4 users who have total_duration strictly less than 1141 and greater than 2767 (not including) + apply sorting by town center name form the lowest to the highest."
}
] |
[
{
"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{\"33805\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-07-26 09:04:09.000000+00:00\", \"2021-01-05 19:32:31.000000+00:00\"], \"session_ids\": [\"64b939bf-65d3-4f1e-a75b-67e9858c3152\", \"0a4eea60-bd09-4c63-94e5-078ec2b9987a\"], \"total_duration\": 297.0, \"total_sessions\": 2, \"mean_week_duration\": 3.908}, \"59855\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-27 12:02:30.000000+00:00\", \"2020-08-08 06:40:13.000000+00:00\", \"2020-04-10 00:43:51.000000+00:00\", \"2020-05-11 02:18:20.000000+00:00\"], \"session_ids\": [\"a3193b59-00b6-4cba-9cb1-23779d755bee\", \"39bab7b5-0088-44b3-846c-add9f322e1c3\", \"25b6a1ad-041e-4cdd-9158-e7581f683df2\", \"b758ff50-eaa7-4fe6-bda9-73c7d34929ee\"], \"total_duration\": 64.0, \"total_sessions\": 4, \"mean_week_duration\": 1.28}, \"39062\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 10, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-12-10 19:15:29.000000+00:00\", \"2020-05-03 10:25:30.000000+00:00\"], \"session_ids\": [\"66d4d50a-9114-47ff-86a4-6cdd112d05d2\", \"ff4e85db-e975-4382-a7b7-7523ebe125c2\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 12.81}, \"72785\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-11-08 23:56:20.000000+00:00\", \"2019-09-03 19:55:26.000000+00:00\", \"2022-10-13 01:57:14.000000+00:00\"], \"session_ids\": [\"0194b70c-956d-4507-9f09-cd43305c573e\", \"69804108-9617-426d-9879-d9b4570b8b1d\", \"352b3909-4d28-463b-9bc8-361154d93df5\"], \"total_duration\": 255.0, \"total_sessions\": 3, \"mean_week_duration\": 1.536}, \"82727\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-07-13 05:52:12.000000+00:00\", \"2022-08-17 11:39:33.000000+00:00\", \"2021-05-02 18:28:21.000000+00:00\", \"2020-12-11 22:58:02.000000+00:00\"], \"session_ids\": [\"8701fe1b-5bba-4f9c-8878-14bb931418e6\", \"7a13670c-1fea-4ef9-bba1-cd821b65cbd1\", \"013b5f8e-1282-4584-814b-2c2a3c88e72b\", \"1a13fe87-1a66-4e87-b681-086e5fe21c36\"], \"total_duration\": 227.0, \"total_sessions\": 4, \"mean_week_duration\": 1.401}, \"73633\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-10-30 14:34:58.000000+00:00\", \"2020-09-05 10:01:57.000000+00:00\"], \"session_ids\": [\"4aa84a89-49c0-4625-b9a9-9c3487726053\", \"57b6252f-1ec9-4e83-8bae-bd1f5c63ca6e\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.221}, \"69789\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-02-15 02:55:54.000000+00:00\", \"2020-04-08 07:42:58.000000+00:00\"], \"session_ids\": [\"7ff2d1b9-f8c3-432b-8b73-422a9e4ecd30\", \"ac502e96-8ab7-4fc8-af8b-9f1b637ffc99\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 2.167}, \"68046\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-09-01 03:47:51.000000+00:00\", \"2020-05-16 00:59:35.000000+00:00\"], \"session_ids\": [\"44e71400-2e83-4390-bdd3-ad5b117acb21\", \"f6f6be49-949d-4fa8-9c8e-252ec9aa73f6\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 1.312}, \"42441\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-01-16 02:19:33.000000+00:00\", \"2019-10-07 06:01:08.000000+00:00\"], \"session_ids\": [\"015eb71a-7acb-4562-afd8-db1a9d8cca9e\", \"77d22057-20d5-46f2-b30b-8198b52b4d17\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.421}, \"80117\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-02-22 08:39:28.000000+00:00\", \"2023-01-12 04:13:18.000000+00:00\", \"2023-03-19 14:25:09.000000+00:00\"], \"session_ids\": [\"879f74a1-65e7-4c9f-b888-155e12513f5b\", \"f5e5a1e0-951d-467e-81d9-4971aca912f4\", \"88aab678-2c46-492b-995c-a8a834ba17bd\"], \"total_duration\": 923.0, \"total_sessions\": 3, \"mean_week_duration\": 8.546}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are less than 1141 and are greater than 2767"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"total_duration\": [[1141, 2767]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"33805\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-07-26 09:04:09.000000+00:00\", \"2021-01-05 19:32:31.000000+00:00\"], \"session_ids\": [\"64b939bf-65d3-4f1e-a75b-67e9858c3152\", \"0a4eea60-bd09-4c63-94e5-078ec2b9987a\"], \"total_duration\": 297.0, \"total_sessions\": 2, \"mean_week_duration\": 3.908}, \"59855\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-27 12:02:30.000000+00:00\", \"2020-08-08 06:40:13.000000+00:00\", \"2020-04-10 00:43:51.000000+00:00\", \"2020-05-11 02:18:20.000000+00:00\"], \"session_ids\": [\"a3193b59-00b6-4cba-9cb1-23779d755bee\", \"39bab7b5-0088-44b3-846c-add9f322e1c3\", \"25b6a1ad-041e-4cdd-9158-e7581f683df2\", \"b758ff50-eaa7-4fe6-bda9-73c7d34929ee\"], \"total_duration\": 64.0, \"total_sessions\": 4, \"mean_week_duration\": 1.28}, \"39062\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 10, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-12-10 19:15:29.000000+00:00\", \"2020-05-03 10:25:30.000000+00:00\"], \"session_ids\": [\"66d4d50a-9114-47ff-86a4-6cdd112d05d2\", \"ff4e85db-e975-4382-a7b7-7523ebe125c2\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 12.81}, \"72785\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-11-08 23:56:20.000000+00:00\", \"2019-09-03 19:55:26.000000+00:00\", \"2022-10-13 01:57:14.000000+00:00\"], \"session_ids\": [\"0194b70c-956d-4507-9f09-cd43305c573e\", \"69804108-9617-426d-9879-d9b4570b8b1d\", \"352b3909-4d28-463b-9bc8-361154d93df5\"], \"total_duration\": 255.0, \"total_sessions\": 3, \"mean_week_duration\": 1.536}, \"82727\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-07-13 05:52:12.000000+00:00\", \"2022-08-17 11:39:33.000000+00:00\", \"2021-05-02 18:28:21.000000+00:00\", \"2020-12-11 22:58:02.000000+00:00\"], \"session_ids\": [\"8701fe1b-5bba-4f9c-8878-14bb931418e6\", \"7a13670c-1fea-4ef9-bba1-cd821b65cbd1\", \"013b5f8e-1282-4584-814b-2c2a3c88e72b\", \"1a13fe87-1a66-4e87-b681-086e5fe21c36\"], \"total_duration\": 227.0, \"total_sessions\": 4, \"mean_week_duration\": 1.401}, \"73633\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-10-30 14:34:58.000000+00:00\", \"2020-09-05 10:01:57.000000+00:00\"], \"session_ids\": [\"4aa84a89-49c0-4625-b9a9-9c3487726053\", \"57b6252f-1ec9-4e83-8bae-bd1f5c63ca6e\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.221}, \"69789\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-02-15 02:55:54.000000+00:00\", \"2020-04-08 07:42:58.000000+00:00\"], \"session_ids\": [\"7ff2d1b9-f8c3-432b-8b73-422a9e4ecd30\", \"ac502e96-8ab7-4fc8-af8b-9f1b637ffc99\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 2.167}, \"68046\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-09-01 03:47:51.000000+00:00\", \"2020-05-16 00:59:35.000000+00:00\"], \"session_ids\": [\"44e71400-2e83-4390-bdd3-ad5b117acb21\", \"f6f6be49-949d-4fa8-9c8e-252ec9aa73f6\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 1.312}, \"42441\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-01-16 02:19:33.000000+00:00\", \"2019-10-07 06:01:08.000000+00:00\"], \"session_ids\": [\"015eb71a-7acb-4562-afd8-db1a9d8cca9e\", \"77d22057-20d5-46f2-b30b-8198b52b4d17\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.421}, \"80117\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-02-22 08:39:28.000000+00:00\", \"2023-01-12 04:13:18.000000+00:00\", \"2023-03-19 14:25:09.000000+00:00\"], \"session_ids\": [\"879f74a1-65e7-4c9f-b888-155e12513f5b\", \"f5e5a1e0-951d-467e-81d9-4971aca912f4\", \"88aab678-2c46-492b-995c-a8a834ba17bd\"], \"total_duration\": 923.0, \"total_sessions\": 3, \"mean_week_duration\": 8.546}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"68046\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-09-01 03:47:51.000000+00:00\", \"2020-05-16 00:59:35.000000+00:00\"], \"session_ids\": [\"44e71400-2e83-4390-bdd3-ad5b117acb21\", \"f6f6be49-949d-4fa8-9c8e-252ec9aa73f6\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 1.312}}, {\"69789\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-02-15 02:55:54.000000+00:00\", \"2020-04-08 07:42:58.000000+00:00\"], \"session_ids\": [\"7ff2d1b9-f8c3-432b-8b73-422a9e4ecd30\", \"ac502e96-8ab7-4fc8-af8b-9f1b637ffc99\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 2.167}}, {\"72785\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-11-08 23:56:20.000000+00:00\", \"2019-09-03 19:55:26.000000+00:00\", \"2022-10-13 01:57:14.000000+00:00\"], \"session_ids\": [\"0194b70c-956d-4507-9f09-cd43305c573e\", \"69804108-9617-426d-9879-d9b4570b8b1d\", \"352b3909-4d28-463b-9bc8-361154d93df5\"], \"total_duration\": 255.0, \"total_sessions\": 3, \"mean_week_duration\": 1.536}}, {\"73633\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-10-30 14:34:58.000000+00:00\", \"2020-09-05 10:01:57.000000+00:00\"], \"session_ids\": [\"4aa84a89-49c0-4625-b9a9-9c3487726053\", \"57b6252f-1ec9-4e83-8bae-bd1f5c63ca6e\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.221}}, {\"80117\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-02-22 08:39:28.000000+00:00\", \"2023-01-12 04:13:18.000000+00:00\", \"2023-03-19 14:25:09.000000+00:00\"], \"session_ids\": [\"879f74a1-65e7-4c9f-b888-155e12513f5b\", \"f5e5a1e0-951d-467e-81d9-4971aca912f4\", \"88aab678-2c46-492b-995c-a8a834ba17bd\"], \"total_duration\": 923.0, \"total_sessions\": 3, \"mean_week_duration\": 8.546}}, {\"33805\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-07-26 09:04:09.000000+00:00\", \"2021-01-05 19:32:31.000000+00:00\"], \"session_ids\": [\"64b939bf-65d3-4f1e-a75b-67e9858c3152\", \"0a4eea60-bd09-4c63-94e5-078ec2b9987a\"], \"total_duration\": 297.0, \"total_sessions\": 2, \"mean_week_duration\": 3.908}}, {\"39062\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 10, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-12-10 19:15:29.000000+00:00\", \"2020-05-03 10:25:30.000000+00:00\"], \"session_ids\": [\"66d4d50a-9114-47ff-86a4-6cdd112d05d2\", \"ff4e85db-e975-4382-a7b7-7523ebe125c2\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 12.81}}, {\"42441\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-01-16 02:19:33.000000+00:00\", \"2019-10-07 06:01:08.000000+00:00\"], \"session_ids\": [\"015eb71a-7acb-4562-afd8-db1a9d8cca9e\", \"77d22057-20d5-46f2-b30b-8198b52b4d17\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.421}}, {\"59855\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-27 12:02:30.000000+00:00\", \"2020-08-08 06:40:13.000000+00:00\", \"2020-04-10 00:43:51.000000+00:00\", \"2020-05-11 02:18:20.000000+00:00\"], \"session_ids\": [\"a3193b59-00b6-4cba-9cb1-23779d755bee\", \"39bab7b5-0088-44b3-846c-add9f322e1c3\", \"25b6a1ad-041e-4cdd-9158-e7581f683df2\", \"b758ff50-eaa7-4fe6-bda9-73c7d34929ee\"], \"total_duration\": 64.0, \"total_sessions\": 4, \"mean_week_duration\": 1.28}}, {\"82727\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-07-13 05:52:12.000000+00:00\", \"2022-08-17 11:39:33.000000+00:00\", \"2021-05-02 18:28:21.000000+00:00\", \"2020-12-11 22:58:02.000000+00:00\"], \"session_ids\": [\"8701fe1b-5bba-4f9c-8878-14bb931418e6\", \"7a13670c-1fea-4ef9-bba1-cd821b65cbd1\", \"013b5f8e-1282-4584-814b-2c2a3c88e72b\", \"1a13fe87-1a66-4e87-b681-086e5fe21c36\"], \"total_duration\": 227.0, \"total_sessions\": 4, \"mean_week_duration\": 1.401}}]\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[{\"68046\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-09-01 03:47:51.000000+00:00\", \"2020-05-16 00:59:35.000000+00:00\"], \"session_ids\": [\"44e71400-2e83-4390-bdd3-ad5b117acb21\", \"f6f6be49-949d-4fa8-9c8e-252ec9aa73f6\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 1.312}}, {\"69789\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-02-15 02:55:54.000000+00:00\", \"2020-04-08 07:42:58.000000+00:00\"], \"session_ids\": [\"7ff2d1b9-f8c3-432b-8b73-422a9e4ecd30\", \"ac502e96-8ab7-4fc8-af8b-9f1b637ffc99\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 2.167}}, {\"72785\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-11-08 23:56:20.000000+00:00\", \"2019-09-03 19:55:26.000000+00:00\", \"2022-10-13 01:57:14.000000+00:00\"], \"session_ids\": [\"0194b70c-956d-4507-9f09-cd43305c573e\", \"69804108-9617-426d-9879-d9b4570b8b1d\", \"352b3909-4d28-463b-9bc8-361154d93df5\"], \"total_duration\": 255.0, \"total_sessions\": 3, \"mean_week_duration\": 1.536}}, {\"73633\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-10-30 14:34:58.000000+00:00\", \"2020-09-05 10:01:57.000000+00:00\"], \"session_ids\": [\"4aa84a89-49c0-4625-b9a9-9c3487726053\", \"57b6252f-1ec9-4e83-8bae-bd1f5c63ca6e\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.221}}]\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[{\"68046\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-09-01 03:47:51.000000+00:00\", \"2020-05-16 00:59:35.000000+00:00\"], \"session_ids\": [\"44e71400-2e83-4390-bdd3-ad5b117acb21\", \"f6f6be49-949d-4fa8-9c8e-252ec9aa73f6\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 1.312}}, {\"69789\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-02-15 02:55:54.000000+00:00\", \"2020-04-08 07:42:58.000000+00:00\"], \"session_ids\": [\"7ff2d1b9-f8c3-432b-8b73-422a9e4ecd30\", \"ac502e96-8ab7-4fc8-af8b-9f1b637ffc99\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 2.167}}, {\"72785\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-11-08 23:56:20.000000+00:00\", \"2019-09-03 19:55:26.000000+00:00\", \"2022-10-13 01:57:14.000000+00:00\"], \"session_ids\": [\"0194b70c-956d-4507-9f09-cd43305c573e\", \"69804108-9617-426d-9879-d9b4570b8b1d\", \"352b3909-4d28-463b-9bc8-361154d93df5\"], \"total_duration\": 255.0, \"total_sessions\": 3, \"mean_week_duration\": 1.536}}, {\"73633\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-10-30 14:34:58.000000+00:00\", \"2020-09-05 10:01:57.000000+00:00\"], \"session_ids\": [\"4aa84a89-49c0-4625-b9a9-9c3487726053\", \"57b6252f-1ec9-4e83-8bae-bd1f5c63ca6e\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.221}}]\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 user who has app usage time per week bigger than 35 and smaller than 5 and implement sorting by time in app 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{\"2292\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-09-03 23:51:54.000000+00:00\", \"2022-06-27 21:12:03.000000+00:00\", \"2021-02-23 05:36:29.000000+00:00\"], \"session_ids\": [\"792b74d6-4bd1-442f-b627-6198f5951b30\", \"e85afa7f-546b-443b-8a6b-fc504ad04dd1\", \"776539fd-ad7a-4f77-9283-bd8ba5f9e256\"], \"total_duration\": 146.0, \"total_sessions\": 3, \"mean_week_duration\": 0.993}, \"55825\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-12-11 15:07:26.000000+00:00\", \"2019-11-03 20:31:32.000000+00:00\"], \"session_ids\": [\"833d69d0-cdfe-4301-aba2-e7976ffba234\", \"40dcc09d-14ff-4177-86be-7afc68826c6c\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 1.525}, \"28371\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2019-03-06 02:32:36.000000+00:00\", \"2021-11-05 02:37:37.000000+00:00\"], \"session_ids\": [\"3d74633b-b451-4ed4-9c3b-c3f7c85b0adb\", \"d8f0061b-9bfd-4462-935b-463051aea4e4\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 0.871}, \"94524\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-12-06 15:32:31.000000+00:00\", \"2022-10-28 11:14:19.000000+00:00\", \"2023-02-25 05:13:38.000000+00:00\"], \"session_ids\": [\"ebbdefb3-6f22-4328-ba45-2dcab0cf1895\", \"42fdc489-283a-4ee8-9bae-3e9573becfa4\", \"eb3a34bd-2d72-4615-b219-d0198b09d9fb\"], \"total_duration\": 281.0, \"total_sessions\": 3, \"mean_week_duration\": 16.529}, \"20798\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-05-26 21:44:54.000000+00:00\", \"2020-12-16 07:25:55.000000+00:00\", \"2020-06-20 21:53:39.000000+00:00\", \"2019-01-22 20:07:50.000000+00:00\"], \"session_ids\": [\"e4260e0a-b703-4ecd-9cd2-c8464d4ef023\", \"c5f0b9f7-22b9-42d5-aed9-b04a898083a9\", \"165f4456-1387-4e70-9722-b418e87e6554\", \"a5be7a6d-7d58-4aad-93ac-757bacd33b33\"], \"total_duration\": 36.0, \"total_sessions\": 4, \"mean_week_duration\": 0.206}, \"18869\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2019-10-29 13:19:43.000000+00:00\", \"2020-09-24 11:30:30.000000+00:00\"], \"session_ids\": [\"14e25a38-d37b-423e-a595-5bdcf3656df4\", \"c6b2dbe7-a787-4afd-848a-8bc0514c8de4\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 1.271}, \"69350\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2021-07-15 02:33:53.000000+00:00\", \"2020-08-02 08:25:32.000000+00:00\", \"2022-04-10 02:14:48.000000+00:00\"], \"session_ids\": [\"6888335a-e153-4320-90d1-9ad01c0a301a\", \"3107e120-e397-4163-916d-ca4dd9414766\", \"22e061ca-63d0-4837-b582-b30de5eeef74\"], \"total_duration\": 968.0, \"total_sessions\": 3, \"mean_week_duration\": 11.0}, \"10947\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-05-04 13:00:55.000000+00:00\", \"2021-07-24 13:54:26.000000+00:00\"], \"session_ids\": [\"a8f75ff6-75c9-4736-b4bb-d053642d0619\", \"689ae224-2f4c-4c36-b7e0-dd5624db2ea9\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.25}, \"24443\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-07-14 03:33:17.000000+00:00\", \"2019-07-27 01:24:44.000000+00:00\", \"2022-07-12 03:39:43.000000+00:00\", \"2021-05-11 13:13:22.000000+00:00\", \"2019-02-05 14:31:43.000000+00:00\", \"2020-08-23 17:24:59.000000+00:00\", \"2021-08-03 07:13:33.000000+00:00\", \"2021-08-11 12:45:26.000000+00:00\", \"2020-06-18 13:18:21.000000+00:00\", \"2020-09-11 14:16:37.000000+00:00\", \"2022-01-07 06:23:46.000000+00:00\"], \"session_ids\": [\"d69483b7-5885-482c-b800-f03492e56956\", \"7c1bcd9a-4045-4e72-9088-d21273903913\", \"dbbcb89a-f6e1-4e4e-94f4-fde5caeafcef\", \"4c0f74c0-33b9-4f7c-b626-64b05b560d65\", \"bfabdecf-eeda-4b80-9ecc-d2eba9374bd6\", \"846ceab6-41e7-45c0-9831-b845606c6ac0\", \"237e039e-b1ca-4eb7-8ce8-5664f832b554\", \"3f09ef3b-94c7-44b4-857d-bfe1feb9f479\", \"84fac79c-054c-45d6-b6ab-9905c0f97229\", \"1b75ba1b-06e7-4455-8a18-5dd03289fbec\", \"3557d97f-62d8-4164-b4af-d7c1333e5657\"], \"total_duration\": 1872.0, \"total_sessions\": 11, \"mean_week_duration\": 10.458}, \"93098\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-06 15:51:35.000000+00:00\", \"2022-03-22 23:37:38.000000+00:00\"], \"session_ids\": [\"7b01a8e0-860c-43b9-9556-8670e6fc1ff7\", \"597848d9-a016-46fb-85d3-c4d8fcf23ab0\"], \"total_duration\": 299.0, \"total_sessions\": 2, \"mean_week_duration\": 1.78}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or less than 5 and are equal or greater than 35"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[5, 35]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"2292\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-09-03 23:51:54.000000+00:00\", \"2022-06-27 21:12:03.000000+00:00\", \"2021-02-23 05:36:29.000000+00:00\"], \"session_ids\": [\"792b74d6-4bd1-442f-b627-6198f5951b30\", \"e85afa7f-546b-443b-8a6b-fc504ad04dd1\", \"776539fd-ad7a-4f77-9283-bd8ba5f9e256\"], \"total_duration\": 146.0, \"total_sessions\": 3, \"mean_week_duration\": 0.993}, \"55825\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-12-11 15:07:26.000000+00:00\", \"2019-11-03 20:31:32.000000+00:00\"], \"session_ids\": [\"833d69d0-cdfe-4301-aba2-e7976ffba234\", \"40dcc09d-14ff-4177-86be-7afc68826c6c\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 1.525}, \"28371\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2019-03-06 02:32:36.000000+00:00\", \"2021-11-05 02:37:37.000000+00:00\"], \"session_ids\": [\"3d74633b-b451-4ed4-9c3b-c3f7c85b0adb\", \"d8f0061b-9bfd-4462-935b-463051aea4e4\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 0.871}, \"20798\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-05-26 21:44:54.000000+00:00\", \"2020-12-16 07:25:55.000000+00:00\", \"2020-06-20 21:53:39.000000+00:00\", \"2019-01-22 20:07:50.000000+00:00\"], \"session_ids\": [\"e4260e0a-b703-4ecd-9cd2-c8464d4ef023\", \"c5f0b9f7-22b9-42d5-aed9-b04a898083a9\", \"165f4456-1387-4e70-9722-b418e87e6554\", \"a5be7a6d-7d58-4aad-93ac-757bacd33b33\"], \"total_duration\": 36.0, \"total_sessions\": 4, \"mean_week_duration\": 0.206}, \"18869\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2019-10-29 13:19:43.000000+00:00\", \"2020-09-24 11:30:30.000000+00:00\"], \"session_ids\": [\"14e25a38-d37b-423e-a595-5bdcf3656df4\", \"c6b2dbe7-a787-4afd-848a-8bc0514c8de4\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 1.271}, \"10947\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-05-04 13:00:55.000000+00:00\", \"2021-07-24 13:54:26.000000+00:00\"], \"session_ids\": [\"a8f75ff6-75c9-4736-b4bb-d053642d0619\", \"689ae224-2f4c-4c36-b7e0-dd5624db2ea9\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.25}, \"93098\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-06 15:51:35.000000+00:00\", \"2022-03-22 23:37:38.000000+00:00\"], \"session_ids\": [\"7b01a8e0-860c-43b9-9556-8670e6fc1ff7\", \"597848d9-a016-46fb-85d3-c4d8fcf23ab0\"], \"total_duration\": 299.0, \"total_sessions\": 2, \"mean_week_duration\": 1.78}}\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[{\"93098\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-06 15:51:35.000000+00:00\", \"2022-03-22 23:37:38.000000+00:00\"], \"session_ids\": [\"7b01a8e0-860c-43b9-9556-8670e6fc1ff7\", \"597848d9-a016-46fb-85d3-c4d8fcf23ab0\"], \"total_duration\": 299.0, \"total_sessions\": 2, \"mean_week_duration\": 1.78}}, {\"55825\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-12-11 15:07:26.000000+00:00\", \"2019-11-03 20:31:32.000000+00:00\"], \"session_ids\": [\"833d69d0-cdfe-4301-aba2-e7976ffba234\", \"40dcc09d-14ff-4177-86be-7afc68826c6c\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 1.525}}, {\"2292\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-09-03 23:51:54.000000+00:00\", \"2022-06-27 21:12:03.000000+00:00\", \"2021-02-23 05:36:29.000000+00:00\"], \"session_ids\": [\"792b74d6-4bd1-442f-b627-6198f5951b30\", \"e85afa7f-546b-443b-8a6b-fc504ad04dd1\", \"776539fd-ad7a-4f77-9283-bd8ba5f9e256\"], \"total_duration\": 146.0, \"total_sessions\": 3, \"mean_week_duration\": 0.993}}, {\"28371\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2019-03-06 02:32:36.000000+00:00\", \"2021-11-05 02:37:37.000000+00:00\"], \"session_ids\": [\"3d74633b-b451-4ed4-9c3b-c3f7c85b0adb\", \"d8f0061b-9bfd-4462-935b-463051aea4e4\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 0.871}}, {\"18869\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2019-10-29 13:19:43.000000+00:00\", \"2020-09-24 11:30:30.000000+00:00\"], \"session_ids\": [\"14e25a38-d37b-423e-a595-5bdcf3656df4\", \"c6b2dbe7-a787-4afd-848a-8bc0514c8de4\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 1.271}}, {\"20798\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-05-26 21:44:54.000000+00:00\", \"2020-12-16 07:25:55.000000+00:00\", \"2020-06-20 21:53:39.000000+00:00\", \"2019-01-22 20:07:50.000000+00:00\"], \"session_ids\": [\"e4260e0a-b703-4ecd-9cd2-c8464d4ef023\", \"c5f0b9f7-22b9-42d5-aed9-b04a898083a9\", \"165f4456-1387-4e70-9722-b418e87e6554\", \"a5be7a6d-7d58-4aad-93ac-757bacd33b33\"], \"total_duration\": 36.0, \"total_sessions\": 4, \"mean_week_duration\": 0.206}}, {\"10947\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-05-04 13:00:55.000000+00:00\", \"2021-07-24 13:54:26.000000+00:00\"], \"session_ids\": [\"a8f75ff6-75c9-4736-b4bb-d053642d0619\", \"689ae224-2f4c-4c36-b7e0-dd5624db2ea9\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.25}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 1 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"93098\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-06 15:51:35.000000+00:00\", \"2022-03-22 23:37:38.000000+00:00\"], \"session_ids\": [\"7b01a8e0-860c-43b9-9556-8670e6fc1ff7\", \"597848d9-a016-46fb-85d3-c4d8fcf23ab0\"], \"total_duration\": 299.0, \"total_sessions\": 2, \"mean_week_duration\": 1.78}}]\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[{\"93098\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-06 15:51:35.000000+00:00\", \"2022-03-22 23:37:38.000000+00:00\"], \"session_ids\": [\"7b01a8e0-860c-43b9-9556-8670e6fc1ff7\", \"597848d9-a016-46fb-85d3-c4d8fcf23ab0\"], \"total_duration\": 299.0, \"total_sessions\": 2, \"mean_week_duration\": 1.78}}]\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 8 users who are currently living in city Caracas + execute sorting by average week duration form the lowest value to the highest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"36428\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-11-19 04:09:55.000000+00:00\", \"2020-03-08 00:45:11.000000+00:00\", \"2022-10-10 09:18:47.000000+00:00\"], \"session_ids\": [\"59c28d9d-08b4-4a84-82eb-ad744ddbebeb\", \"80354b4a-282e-4794-90a8-169eb26a053d\", \"4054995c-e50a-47bc-8ad9-5e6e56391e58\"], \"total_duration\": 420.0, \"total_sessions\": 3, \"mean_week_duration\": 2.979}, \"43968\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-01-20 05:36:31.000000+00:00\", \"2023-03-23 07:19:16.000000+00:00\"], \"session_ids\": [\"51580c21-e19b-4914-9a21-2c1cf6141f6c\", \"9ab5f543-e096-4a10-8121-d658b618e576\"], \"total_duration\": 328.0, \"total_sessions\": 2, \"mean_week_duration\": 2.877}, \"23202\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-09-12 15:04:21.000000+00:00\", \"2020-12-12 03:22:34.000000+00:00\"], \"session_ids\": [\"5e718151-5e26-41d8-9cf0-5f39e48fcff4\", \"2292dfea-71b6-4906-ae0a-b2a63ae5a8d1\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 1.692}, \"77588\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-03-12 00:44:22.000000+00:00\", \"2022-07-04 11:42:40.000000+00:00\"], \"session_ids\": [\"9e57e825-a807-4b3f-9607-84c7d7a662bb\", \"18a05c77-1547-464d-9061-489e454ef5e5\"], \"total_duration\": 271.0, \"total_sessions\": 2, \"mean_week_duration\": 1.566}, \"97921\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-05-29 02:45:14.000000+00:00\", \"2019-11-17 01:16:14.000000+00:00\"], \"session_ids\": [\"f7eba15b-3c4f-438f-8616-2d779782bb34\", \"62ce2a29-c275-4895-b415-1aabaa2d173a\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.108}, \"35712\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-12-22 22:38:38.000000+00:00\", \"2022-09-04 21:51:42.000000+00:00\"], \"session_ids\": [\"117bac86-5281-48fe-92d2-abcc5b8a4d0c\", \"69c9de80-85d8-497a-9fe1-6aab25db86ac\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.404}, \"4479\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 9, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-06-28 10:21:51.000000+00:00\", \"2019-08-01 09:02:04.000000+00:00\", \"2022-11-15 19:51:51.000000+00:00\", \"2021-11-01 01:55:39.000000+00:00\", \"2022-05-14 18:42:35.000000+00:00\", \"2023-02-25 23:36:43.000000+00:00\", \"2022-03-26 11:49:15.000000+00:00\", \"2020-10-01 19:29:12.000000+00:00\", \"2022-05-03 06:11:42.000000+00:00\", \"2023-04-29 07:16:28.000000+00:00\"], \"session_ids\": [\"5e296323-826e-4da2-83f1-20ae0fc6e9cb\", \"b5dd9f84-b8fd-4c24-8d8c-9cb26b323d01\", \"2b4e1a3f-2b90-497d-9359-93121b7c126f\", \"4d7f1e52-8516-4a45-a588-c37c194c24b7\", \"3afb42b1-535b-4641-a735-32cd3464e648\", \"519f7ef1-df45-4b78-8a0e-92d029d3b92e\", \"f722c84c-5795-4fed-bb0b-0fad50a3ca4e\", \"c588d7b4-2a82-4687-b845-3994fec6015e\", \"c5cabca2-7ff1-4a24-94cf-b8c7cad64920\", \"37a845bc-5adb-4b92-971e-b84647e0bdca\"], \"total_duration\": 23056.0, \"total_sessions\": 10, \"mean_week_duration\": 117.633}, \"67443\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-05-07 21:38:52.000000+00:00\", \"2019-07-21 09:20:37.000000+00:00\"], \"session_ids\": [\"f18b51a3-c511-4a8c-bc6c-d7f9dcbb9e7c\", \"3048ded3-c89c-4704-9f1a-a031d51c0084\"], \"total_duration\": 325.0, \"total_sessions\": 2, \"mean_week_duration\": 7.738}, \"11186\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-04-20 13:06:38.000000+00:00\", \"2019-10-21 10:51:31.000000+00:00\"], \"session_ids\": [\"05fa9838-9ae6-4c6d-8e40-e35a74e49b5d\", \"5fd4e161-aed8-436e-ab0e-cd933aa8183a\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 0.901}, \"14224\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 4, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-05-21 19:51:52.000000+00:00\", \"2022-06-09 21:57:13.000000+00:00\", \"2020-07-27 15:06:19.000000+00:00\"], \"session_ids\": [\"dc1901b0-5151-4fda-81e3-1ba3609a3082\", \"d17b7a2c-59c0-44d2-af03-0b80a3aeb947\", \"9ab6dc0f-f875-4b42-b57e-c2591f8ad280\"], \"total_duration\": 132.0, \"total_sessions\": 3, \"mean_week_duration\": 1.347}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is Caracas"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Caracas\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you tell me about 6 users who have duration total less than 726 ( not including) , moreover carry out sorting by urban title form the lowest to the highest , moreover save only 2 records."
}
] |
[
{
"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{\"95201\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-09-15 05:33:56.000000+00:00\", \"2022-07-04 11:57:15.000000+00:00\"], \"session_ids\": [\"a7f2adec-643e-4d29-8b18-2a6a8fdb44e4\", \"9f6dde2b-e48b-4472-8992-d9355d4651b7\"], \"total_duration\": 338.0, \"total_sessions\": 2, \"mean_week_duration\": 2.299}, \"29530\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-12-19 12:41:08.000000+00:00\", \"2020-04-03 09:09:04.000000+00:00\", \"2022-10-16 06:24:33.000000+00:00\"], \"session_ids\": [\"3c1e4bed-f044-49f6-98df-149bf0ef5d71\", \"f76de3e7-0b8c-44c8-8393-0eb264f5083d\", \"b062cf5d-d83c-4e95-81c6-c20af12a10ae\"], \"total_duration\": 104.0, \"total_sessions\": 3, \"mean_week_duration\": 0.703}, \"76097\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-07-22 06:32:55.000000+00:00\", \"2020-10-29 14:19:14.000000+00:00\", \"2020-07-02 13:31:44.000000+00:00\", \"2021-04-21 21:14:29.000000+00:00\", \"2019-09-20 10:29:14.000000+00:00\", \"2020-01-10 17:08:50.000000+00:00\", \"2022-05-12 20:49:08.000000+00:00\", \"2021-07-27 11:10:30.000000+00:00\", \"2023-05-05 09:23:50.000000+00:00\", \"2020-10-27 20:52:24.000000+00:00\"], \"session_ids\": [\"136aed7b-ffcf-4f91-831a-dbf10666df85\", \"f46289db-e9c3-4273-ad7b-ef9eb27cff9d\", \"8c015997-255a-4a35-a304-0a82f6673d4a\", \"a8da299c-6b35-4185-a96b-0db9a1826e4d\", \"627b3461-6d2f-4f38-8d59-ac90f7ea40eb\", \"50cc5031-84db-450c-a166-37d5a4bd8ce0\", \"469bbb2e-6db4-461f-a19d-aa09eb25091d\", \"195472fe-e417-4f9c-8e45-cfde0ff4cc22\", \"684f336d-6a56-40e7-ae66-f49b72967c95\", \"a4a89425-922b-4fa6-8b7c-95b52761ad86\"], \"total_duration\": 1645.0, \"total_sessions\": 10, \"mean_week_duration\": 8.704}, \"21432\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-01-03 06:03:48.000000+00:00\", \"2022-10-07 09:56:20.000000+00:00\", \"2019-02-01 02:10:32.000000+00:00\"], \"session_ids\": [\"7771bc7f-7307-468d-9780-36b937d6c531\", \"292fe019-519f-4539-ac5f-be31c6b16274\", \"972d1da4-d553-4581-89de-721b861bfc4a\"], \"total_duration\": 21.0, \"total_sessions\": 3, \"mean_week_duration\": 0.102}, \"70110\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-06-23 01:44:39.000000+00:00\", \"2019-06-20 00:13:05.000000+00:00\"], \"session_ids\": [\"c3ac6bc6-9ee4-4c1d-ad2e-501c33b34395\", \"b8014d65-79a1-4489-94ec-7b80e5b1789c\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 0.619}, \"23477\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-08-03 11:16:21.000000+00:00\", \"2019-05-18 23:46:25.000000+00:00\"], \"session_ids\": [\"1e3cf4a1-3402-498e-8c92-3f04f7da8e9f\", \"a6c5b30d-b2bb-4a5b-a424-4fc92e4fd937\"], \"total_duration\": 169.0, \"total_sessions\": 2, \"mean_week_duration\": 1.457}, \"34393\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-06 22:57:14.000000+00:00\", \"2022-09-01 02:53:58.000000+00:00\"], \"session_ids\": [\"698ac251-f9ad-4546-89cf-a906364cd04a\", \"cb1f3e2e-a3ca-40d2-9028-3209214e239e\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 9.265}, \"40523\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-11 06:38:35.000000+00:00\", \"2021-05-31 10:03:53.000000+00:00\", \"2021-09-05 01:11:26.000000+00:00\"], \"session_ids\": [\"1eb02ff2-8224-4cfc-98e4-f4d223656807\", \"a0ce1dde-446e-4eaf-95f2-7481081f84e4\", \"39671fb4-ef72-473b-82db-ccf1172850f5\"], \"total_duration\": 52.0, \"total_sessions\": 3, \"mean_week_duration\": 0.867}, \"60192\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-12-27 20:29:42.000000+00:00\", \"2021-03-15 13:39:45.000000+00:00\", \"2021-10-30 04:05:36.000000+00:00\", \"2023-04-08 20:23:09.000000+00:00\"], \"session_ids\": [\"6e15fa25-1dde-479d-bb68-53d91aee29e0\", \"8a794dc1-8442-40fe-9fc9-d204c2acb93c\", \"1d2fba13-d1a0-44a8-bf29-2c5e540016b6\", \"8c857aa4-7fe8-49a5-92a4-8f194bf32a72\"], \"total_duration\": 2030.0, \"total_sessions\": 4, \"mean_week_duration\": 17.059}, \"38650\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-12-18 05:43:02.000000+00:00\", \"2021-06-12 22:24:06.000000+00:00\"], \"session_ids\": [\"3a845ed7-5403-4053-854b-5c2e097b206b\", \"7c81a984-a94b-4a4f-9be8-db258d4e8d9f\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 5.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are less than 726"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\"]]}, \"all_values\": {\"total_duration\": [[726, 3116]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"95201\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-09-15 05:33:56.000000+00:00\", \"2022-07-04 11:57:15.000000+00:00\"], \"session_ids\": [\"a7f2adec-643e-4d29-8b18-2a6a8fdb44e4\", \"9f6dde2b-e48b-4472-8992-d9355d4651b7\"], \"total_duration\": 338.0, \"total_sessions\": 2, \"mean_week_duration\": 2.299}, \"29530\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-12-19 12:41:08.000000+00:00\", \"2020-04-03 09:09:04.000000+00:00\", \"2022-10-16 06:24:33.000000+00:00\"], \"session_ids\": [\"3c1e4bed-f044-49f6-98df-149bf0ef5d71\", \"f76de3e7-0b8c-44c8-8393-0eb264f5083d\", \"b062cf5d-d83c-4e95-81c6-c20af12a10ae\"], \"total_duration\": 104.0, \"total_sessions\": 3, \"mean_week_duration\": 0.703}, \"21432\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-01-03 06:03:48.000000+00:00\", \"2022-10-07 09:56:20.000000+00:00\", \"2019-02-01 02:10:32.000000+00:00\"], \"session_ids\": [\"7771bc7f-7307-468d-9780-36b937d6c531\", \"292fe019-519f-4539-ac5f-be31c6b16274\", \"972d1da4-d553-4581-89de-721b861bfc4a\"], \"total_duration\": 21.0, \"total_sessions\": 3, \"mean_week_duration\": 0.102}, \"70110\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-06-23 01:44:39.000000+00:00\", \"2019-06-20 00:13:05.000000+00:00\"], \"session_ids\": [\"c3ac6bc6-9ee4-4c1d-ad2e-501c33b34395\", \"b8014d65-79a1-4489-94ec-7b80e5b1789c\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 0.619}, \"23477\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-08-03 11:16:21.000000+00:00\", \"2019-05-18 23:46:25.000000+00:00\"], \"session_ids\": [\"1e3cf4a1-3402-498e-8c92-3f04f7da8e9f\", \"a6c5b30d-b2bb-4a5b-a424-4fc92e4fd937\"], \"total_duration\": 169.0, \"total_sessions\": 2, \"mean_week_duration\": 1.457}, \"34393\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-06 22:57:14.000000+00:00\", \"2022-09-01 02:53:58.000000+00:00\"], \"session_ids\": [\"698ac251-f9ad-4546-89cf-a906364cd04a\", \"cb1f3e2e-a3ca-40d2-9028-3209214e239e\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 9.265}, \"40523\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-11 06:38:35.000000+00:00\", \"2021-05-31 10:03:53.000000+00:00\", \"2021-09-05 01:11:26.000000+00:00\"], \"session_ids\": [\"1eb02ff2-8224-4cfc-98e4-f4d223656807\", \"a0ce1dde-446e-4eaf-95f2-7481081f84e4\", \"39671fb4-ef72-473b-82db-ccf1172850f5\"], \"total_duration\": 52.0, \"total_sessions\": 3, \"mean_week_duration\": 0.867}, \"38650\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-12-18 05:43:02.000000+00:00\", \"2021-06-12 22:24:06.000000+00:00\"], \"session_ids\": [\"3a845ed7-5403-4053-854b-5c2e097b206b\", \"7c81a984-a94b-4a4f-9be8-db258d4e8d9f\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 5.5}}\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[{\"95201\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-09-15 05:33:56.000000+00:00\", \"2022-07-04 11:57:15.000000+00:00\"], \"session_ids\": [\"a7f2adec-643e-4d29-8b18-2a6a8fdb44e4\", \"9f6dde2b-e48b-4472-8992-d9355d4651b7\"], \"total_duration\": 338.0, \"total_sessions\": 2, \"mean_week_duration\": 2.299}}, {\"21432\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-01-03 06:03:48.000000+00:00\", \"2022-10-07 09:56:20.000000+00:00\", \"2019-02-01 02:10:32.000000+00:00\"], \"session_ids\": [\"7771bc7f-7307-468d-9780-36b937d6c531\", \"292fe019-519f-4539-ac5f-be31c6b16274\", \"972d1da4-d553-4581-89de-721b861bfc4a\"], \"total_duration\": 21.0, \"total_sessions\": 3, \"mean_week_duration\": 0.102}}, {\"23477\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-08-03 11:16:21.000000+00:00\", \"2019-05-18 23:46:25.000000+00:00\"], \"session_ids\": [\"1e3cf4a1-3402-498e-8c92-3f04f7da8e9f\", \"a6c5b30d-b2bb-4a5b-a424-4fc92e4fd937\"], \"total_duration\": 169.0, \"total_sessions\": 2, \"mean_week_duration\": 1.457}}, {\"29530\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-12-19 12:41:08.000000+00:00\", \"2020-04-03 09:09:04.000000+00:00\", \"2022-10-16 06:24:33.000000+00:00\"], \"session_ids\": [\"3c1e4bed-f044-49f6-98df-149bf0ef5d71\", \"f76de3e7-0b8c-44c8-8393-0eb264f5083d\", \"b062cf5d-d83c-4e95-81c6-c20af12a10ae\"], \"total_duration\": 104.0, \"total_sessions\": 3, \"mean_week_duration\": 0.703}}, {\"34393\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-06 22:57:14.000000+00:00\", \"2022-09-01 02:53:58.000000+00:00\"], \"session_ids\": [\"698ac251-f9ad-4546-89cf-a906364cd04a\", \"cb1f3e2e-a3ca-40d2-9028-3209214e239e\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 9.265}}, {\"38650\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-12-18 05:43:02.000000+00:00\", \"2021-06-12 22:24:06.000000+00:00\"], \"session_ids\": [\"3a845ed7-5403-4053-854b-5c2e097b206b\", \"7c81a984-a94b-4a4f-9be8-db258d4e8d9f\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 5.5}}, {\"40523\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-11 06:38:35.000000+00:00\", \"2021-05-31 10:03:53.000000+00:00\", \"2021-09-05 01:11:26.000000+00:00\"], \"session_ids\": [\"1eb02ff2-8224-4cfc-98e4-f4d223656807\", \"a0ce1dde-446e-4eaf-95f2-7481081f84e4\", \"39671fb4-ef72-473b-82db-ccf1172850f5\"], \"total_duration\": 52.0, \"total_sessions\": 3, \"mean_week_duration\": 0.867}}, {\"70110\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-06-23 01:44:39.000000+00:00\", \"2019-06-20 00:13:05.000000+00:00\"], \"session_ids\": [\"c3ac6bc6-9ee4-4c1d-ad2e-501c33b34395\", \"b8014d65-79a1-4489-94ec-7b80e5b1789c\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 0.619}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"95201\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-09-15 05:33:56.000000+00:00\", \"2022-07-04 11:57:15.000000+00:00\"], \"session_ids\": [\"a7f2adec-643e-4d29-8b18-2a6a8fdb44e4\", \"9f6dde2b-e48b-4472-8992-d9355d4651b7\"], \"total_duration\": 338.0, \"total_sessions\": 2, \"mean_week_duration\": 2.299}}, {\"21432\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-01-03 06:03:48.000000+00:00\", \"2022-10-07 09:56:20.000000+00:00\", \"2019-02-01 02:10:32.000000+00:00\"], \"session_ids\": [\"7771bc7f-7307-468d-9780-36b937d6c531\", \"292fe019-519f-4539-ac5f-be31c6b16274\", \"972d1da4-d553-4581-89de-721b861bfc4a\"], \"total_duration\": 21.0, \"total_sessions\": 3, \"mean_week_duration\": 0.102}}]\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[{\"95201\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-09-15 05:33:56.000000+00:00\", \"2022-07-04 11:57:15.000000+00:00\"], \"session_ids\": [\"a7f2adec-643e-4d29-8b18-2a6a8fdb44e4\", \"9f6dde2b-e48b-4472-8992-d9355d4651b7\"], \"total_duration\": 338.0, \"total_sessions\": 2, \"mean_week_duration\": 2.299}}, {\"21432\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-01-03 06:03:48.000000+00:00\", \"2022-10-07 09:56:20.000000+00:00\", \"2019-02-01 02:10:32.000000+00:00\"], \"session_ids\": [\"7771bc7f-7307-468d-9780-36b937d6c531\", \"292fe019-519f-4539-ac5f-be31c6b16274\", \"972d1da4-d553-4581-89de-721b861bfc4a\"], \"total_duration\": 21.0, \"total_sessions\": 3, \"mean_week_duration\": 0.102}}]\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 8 users who have overall sessions count bigger than 7 and smaller than 4 (not including) also sort by town_name ascending plus save 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{\"99262\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-09-22 21:57:12.000000+00:00\", \"2023-02-04 11:51:57.000000+00:00\", \"2021-06-15 08:29:49.000000+00:00\", \"2020-02-01 18:04:27.000000+00:00\"], \"session_ids\": [\"8f98bff5-d7ed-446e-a24b-1246d359113a\", \"31515b3e-7154-4e3b-af7b-7c9460d44a7b\", \"652f614f-d57d-41e9-8d70-82cfb7bfe595\", \"0cf65fc2-4066-483e-9a71-f4fa24567218\"], \"total_duration\": 1644.0, \"total_sessions\": 4, \"mean_week_duration\": 10.471}, \"99212\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-11-01 19:43:09.000000+00:00\", \"2020-04-17 12:31:38.000000+00:00\", \"2019-06-17 10:02:12.000000+00:00\"], \"session_ids\": [\"ac7c881f-7689-4926-a43e-e3b685cf335e\", \"5afa2734-28dd-462f-8b9e-d17c4d96d8c5\", \"6d8c5fe6-e243-47aa-8abb-122bbf5589e0\"], \"total_duration\": 203.0, \"total_sessions\": 3, \"mean_week_duration\": 4.614}, \"74316\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-04-04 14:10:26.000000+00:00\", \"2021-04-09 08:14:33.000000+00:00\"], \"session_ids\": [\"27a4a751-4493-4430-8108-03314e1fae37\", \"7760b64a-86d3-4532-8a5c-089805c1bee4\"], \"total_duration\": 479.0, \"total_sessions\": 2, \"mean_week_duration\": 479.0}, \"24581\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-11-17 22:23:42.000000+00:00\", \"2022-09-05 10:48:12.000000+00:00\", \"2021-03-07 13:49:16.000000+00:00\"], \"session_ids\": [\"8f01e6f6-4fea-4605-a2e3-e898db2016c0\", \"bee887d1-62cc-48de-802e-32c21f0e4d7c\", \"1c7390a0-a572-4e4e-98df-148ac176ae17\"], \"total_duration\": 298.0, \"total_sessions\": 3, \"mean_week_duration\": 3.17}, \"83911\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-03-07 02:56:46.000000+00:00\", \"2020-11-30 13:05:25.000000+00:00\", \"2019-04-09 12:27:24.000000+00:00\"], \"session_ids\": [\"b1b5c448-48ab-490a-9230-5231fc1ea818\", \"94b5776a-a1a5-4f19-91d3-24949e4f2bb2\", \"c116c07d-9c16-45f3-b405-a229b619f0ae\"], \"total_duration\": 824.0, \"total_sessions\": 3, \"mean_week_duration\": 4.039}, \"32724\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-03-31 11:12:49.000000+00:00\", \"2020-05-09 00:27:26.000000+00:00\", \"2022-08-31 22:32:46.000000+00:00\"], \"session_ids\": [\"36e4d1b3-93e1-48e9-b63b-dce93ee606a4\", \"53484360-3919-4c4c-8c9f-fb4aedc90373\", \"facb700b-a7b8-4095-9212-6fe93f066e78\"], \"total_duration\": 28.0, \"total_sessions\": 3, \"mean_week_duration\": 0.156}, \"81573\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-03-24 17:30:00.000000+00:00\", \"2022-02-05 02:11:49.000000+00:00\"], \"session_ids\": [\"46a7efb7-e5a2-4ccf-84a6-7d98d93da54c\", \"2a235b85-552e-4d26-a5e5-665a668546e9\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 1.755}, \"83798\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-06 06:03:53.000000+00:00\", \"2021-09-17 06:37:51.000000+00:00\"], \"session_ids\": [\"3f86192f-6455-4713-8ede-60a2bf35fa24\", \"8d4714fd-4f6f-4cfb-b3c5-85f050c45d47\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 1.204}, \"98613\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-04-03 02:33:26.000000+00:00\", \"2020-01-25 09:40:17.000000+00:00\"], \"session_ids\": [\"8f9d2ea4-3a48-458c-aab2-2e3ff0226a72\", \"ad9d7553-14b0-442b-b5c5-c6a69a0a30a8\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.387}, \"4578\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-06-30 00:03:04.000000+00:00\", \"2021-06-20 13:09:32.000000+00:00\"], \"session_ids\": [\"79cf1dc2-bca9-4a95-b8a7-7c2b04b30261\", \"3a1f435e-9cf7-49ba-867d-11ad8ca271f4\"], \"total_duration\": 352.0, \"total_sessions\": 2, \"mean_week_duration\": 176.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are less than 4 and are equal or greater than 7"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_sessions\": [[4, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"99212\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-11-01 19:43:09.000000+00:00\", \"2020-04-17 12:31:38.000000+00:00\", \"2019-06-17 10:02:12.000000+00:00\"], \"session_ids\": [\"ac7c881f-7689-4926-a43e-e3b685cf335e\", \"5afa2734-28dd-462f-8b9e-d17c4d96d8c5\", \"6d8c5fe6-e243-47aa-8abb-122bbf5589e0\"], \"total_duration\": 203.0, \"total_sessions\": 3, \"mean_week_duration\": 4.614}, \"74316\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-04-04 14:10:26.000000+00:00\", \"2021-04-09 08:14:33.000000+00:00\"], \"session_ids\": [\"27a4a751-4493-4430-8108-03314e1fae37\", \"7760b64a-86d3-4532-8a5c-089805c1bee4\"], \"total_duration\": 479.0, \"total_sessions\": 2, \"mean_week_duration\": 479.0}, \"24581\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-11-17 22:23:42.000000+00:00\", \"2022-09-05 10:48:12.000000+00:00\", \"2021-03-07 13:49:16.000000+00:00\"], \"session_ids\": [\"8f01e6f6-4fea-4605-a2e3-e898db2016c0\", \"bee887d1-62cc-48de-802e-32c21f0e4d7c\", \"1c7390a0-a572-4e4e-98df-148ac176ae17\"], \"total_duration\": 298.0, \"total_sessions\": 3, \"mean_week_duration\": 3.17}, \"83911\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-03-07 02:56:46.000000+00:00\", \"2020-11-30 13:05:25.000000+00:00\", \"2019-04-09 12:27:24.000000+00:00\"], \"session_ids\": [\"b1b5c448-48ab-490a-9230-5231fc1ea818\", \"94b5776a-a1a5-4f19-91d3-24949e4f2bb2\", \"c116c07d-9c16-45f3-b405-a229b619f0ae\"], \"total_duration\": 824.0, \"total_sessions\": 3, \"mean_week_duration\": 4.039}, \"32724\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-03-31 11:12:49.000000+00:00\", \"2020-05-09 00:27:26.000000+00:00\", \"2022-08-31 22:32:46.000000+00:00\"], \"session_ids\": [\"36e4d1b3-93e1-48e9-b63b-dce93ee606a4\", \"53484360-3919-4c4c-8c9f-fb4aedc90373\", \"facb700b-a7b8-4095-9212-6fe93f066e78\"], \"total_duration\": 28.0, \"total_sessions\": 3, \"mean_week_duration\": 0.156}, \"81573\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-03-24 17:30:00.000000+00:00\", \"2022-02-05 02:11:49.000000+00:00\"], \"session_ids\": [\"46a7efb7-e5a2-4ccf-84a6-7d98d93da54c\", \"2a235b85-552e-4d26-a5e5-665a668546e9\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 1.755}, \"83798\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-06 06:03:53.000000+00:00\", \"2021-09-17 06:37:51.000000+00:00\"], \"session_ids\": [\"3f86192f-6455-4713-8ede-60a2bf35fa24\", \"8d4714fd-4f6f-4cfb-b3c5-85f050c45d47\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 1.204}, \"98613\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-04-03 02:33:26.000000+00:00\", \"2020-01-25 09:40:17.000000+00:00\"], \"session_ids\": [\"8f9d2ea4-3a48-458c-aab2-2e3ff0226a72\", \"ad9d7553-14b0-442b-b5c5-c6a69a0a30a8\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.387}, \"4578\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-06-30 00:03:04.000000+00:00\", \"2021-06-20 13:09:32.000000+00:00\"], \"session_ids\": [\"79cf1dc2-bca9-4a95-b8a7-7c2b04b30261\", \"3a1f435e-9cf7-49ba-867d-11ad8ca271f4\"], \"total_duration\": 352.0, \"total_sessions\": 2, \"mean_week_duration\": 176.0}}\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[{\"99212\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-11-01 19:43:09.000000+00:00\", \"2020-04-17 12:31:38.000000+00:00\", \"2019-06-17 10:02:12.000000+00:00\"], \"session_ids\": [\"ac7c881f-7689-4926-a43e-e3b685cf335e\", \"5afa2734-28dd-462f-8b9e-d17c4d96d8c5\", \"6d8c5fe6-e243-47aa-8abb-122bbf5589e0\"], \"total_duration\": 203.0, \"total_sessions\": 3, \"mean_week_duration\": 4.614}}, {\"4578\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-06-30 00:03:04.000000+00:00\", \"2021-06-20 13:09:32.000000+00:00\"], \"session_ids\": [\"79cf1dc2-bca9-4a95-b8a7-7c2b04b30261\", \"3a1f435e-9cf7-49ba-867d-11ad8ca271f4\"], \"total_duration\": 352.0, \"total_sessions\": 2, \"mean_week_duration\": 176.0}}, {\"83911\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-03-07 02:56:46.000000+00:00\", \"2020-11-30 13:05:25.000000+00:00\", \"2019-04-09 12:27:24.000000+00:00\"], \"session_ids\": [\"b1b5c448-48ab-490a-9230-5231fc1ea818\", \"94b5776a-a1a5-4f19-91d3-24949e4f2bb2\", \"c116c07d-9c16-45f3-b405-a229b619f0ae\"], \"total_duration\": 824.0, \"total_sessions\": 3, \"mean_week_duration\": 4.039}}, {\"98613\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-04-03 02:33:26.000000+00:00\", \"2020-01-25 09:40:17.000000+00:00\"], \"session_ids\": [\"8f9d2ea4-3a48-458c-aab2-2e3ff0226a72\", \"ad9d7553-14b0-442b-b5c5-c6a69a0a30a8\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.387}}, {\"81573\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-03-24 17:30:00.000000+00:00\", \"2022-02-05 02:11:49.000000+00:00\"], \"session_ids\": [\"46a7efb7-e5a2-4ccf-84a6-7d98d93da54c\", \"2a235b85-552e-4d26-a5e5-665a668546e9\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 1.755}}, {\"74316\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-04-04 14:10:26.000000+00:00\", \"2021-04-09 08:14:33.000000+00:00\"], \"session_ids\": [\"27a4a751-4493-4430-8108-03314e1fae37\", \"7760b64a-86d3-4532-8a5c-089805c1bee4\"], \"total_duration\": 479.0, \"total_sessions\": 2, \"mean_week_duration\": 479.0}}, {\"32724\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-03-31 11:12:49.000000+00:00\", \"2020-05-09 00:27:26.000000+00:00\", \"2022-08-31 22:32:46.000000+00:00\"], \"session_ids\": [\"36e4d1b3-93e1-48e9-b63b-dce93ee606a4\", \"53484360-3919-4c4c-8c9f-fb4aedc90373\", \"facb700b-a7b8-4095-9212-6fe93f066e78\"], \"total_duration\": 28.0, \"total_sessions\": 3, \"mean_week_duration\": 0.156}}, {\"83798\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-06 06:03:53.000000+00:00\", \"2021-09-17 06:37:51.000000+00:00\"], \"session_ids\": [\"3f86192f-6455-4713-8ede-60a2bf35fa24\", \"8d4714fd-4f6f-4cfb-b3c5-85f050c45d47\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 1.204}}, {\"24581\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-11-17 22:23:42.000000+00:00\", \"2022-09-05 10:48:12.000000+00:00\", \"2021-03-07 13:49:16.000000+00:00\"], \"session_ids\": [\"8f01e6f6-4fea-4605-a2e3-e898db2016c0\", \"bee887d1-62cc-48de-802e-32c21f0e4d7c\", \"1c7390a0-a572-4e4e-98df-148ac176ae17\"], \"total_duration\": 298.0, \"total_sessions\": 3, \"mean_week_duration\": 3.17}}]\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[{\"99212\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-11-01 19:43:09.000000+00:00\", \"2020-04-17 12:31:38.000000+00:00\", \"2019-06-17 10:02:12.000000+00:00\"], \"session_ids\": [\"ac7c881f-7689-4926-a43e-e3b685cf335e\", \"5afa2734-28dd-462f-8b9e-d17c4d96d8c5\", \"6d8c5fe6-e243-47aa-8abb-122bbf5589e0\"], \"total_duration\": 203.0, \"total_sessions\": 3, \"mean_week_duration\": 4.614}}, {\"4578\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-06-30 00:03:04.000000+00:00\", \"2021-06-20 13:09:32.000000+00:00\"], \"session_ids\": [\"79cf1dc2-bca9-4a95-b8a7-7c2b04b30261\", \"3a1f435e-9cf7-49ba-867d-11ad8ca271f4\"], \"total_duration\": 352.0, \"total_sessions\": 2, \"mean_week_duration\": 176.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to close out that task and provide the requester with the obtained data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"99212\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-11-01 19:43:09.000000+00:00\", \"2020-04-17 12:31:38.000000+00:00\", \"2019-06-17 10:02:12.000000+00:00\"], \"session_ids\": [\"ac7c881f-7689-4926-a43e-e3b685cf335e\", \"5afa2734-28dd-462f-8b9e-d17c4d96d8c5\", \"6d8c5fe6-e243-47aa-8abb-122bbf5589e0\"], \"total_duration\": 203.0, \"total_sessions\": 3, \"mean_week_duration\": 4.614}}, {\"4578\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-06-30 00:03:04.000000+00:00\", \"2021-06-20 13:09:32.000000+00:00\"], \"session_ids\": [\"79cf1dc2-bca9-4a95-b8a7-7c2b04b30261\", \"3a1f435e-9cf7-49ba-867d-11ad8ca271f4\"], \"total_duration\": 352.0, \"total_sessions\": 2, \"mean_week_duration\": 176.0}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about 6 users who have time in app less than 2281 (not including) and greater than 4318 and perform sorting by time spent on the site ascendingly."
}
] |
[
{
"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{\"57297\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-03-06 15:57:04.000000+00:00\", \"2019-06-02 21:17:36.000000+00:00\", \"2019-01-12 06:37:02.000000+00:00\"], \"session_ids\": [\"079ee45c-84e5-4690-ba2e-c21967887771\", \"c8dc9661-fd59-47d1-96b3-b8ccd9787a12\", \"da93d265-3250-46e9-a9aa-be5531664fd1\"], \"total_duration\": 161.0, \"total_sessions\": 3, \"mean_week_duration\": 2.683}, \"24133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Paris\", \"datetimes\": [\"2019-07-17 13:33:38.000000+00:00\", \"2021-12-03 13:55:11.000000+00:00\"], \"session_ids\": [\"a43d579b-ef91-48df-8498-ac7cb60b5a09\", \"3c12f106-8887-4da9-8d2c-af76fe1601f5\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.328}, \"78389\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-03-07 10:12:41.000000+00:00\", \"2023-06-19 01:54:23.000000+00:00\", \"2020-06-28 00:01:01.000000+00:00\", \"2021-03-08 00:34:00.000000+00:00\", \"2019-10-31 17:43:15.000000+00:00\"], \"session_ids\": [\"dbb2b311-98e2-4ed6-98fc-b246adc3f0cb\", \"d391151d-058a-440b-92aa-56b44be92037\", \"8eebccac-2699-425e-ac51-43708c5c05ae\", \"4d7bf9dd-32ce-42f4-a90d-110046d2f046\", \"ada4d652-a48e-47c9-a0b6-90299051b6ff\"], \"total_duration\": 3236.0, \"total_sessions\": 5, \"mean_week_duration\": 14.446}, \"36931\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-06-04 05:09:15.000000+00:00\", \"2019-12-03 01:08:04.000000+00:00\"], \"session_ids\": [\"40755680-d5f1-40c1-b328-11bb09e9b61e\", \"032eda48-3922-4d87-b087-ca030443da60\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 13.926}, \"24774\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-06-26 05:07:02.000000+00:00\", \"2021-01-26 16:56:17.000000+00:00\", \"2021-08-01 23:04:56.000000+00:00\"], \"session_ids\": [\"f7983f9a-a96f-4c9a-8cb4-8d57d913acb7\", \"c95d3f33-838f-42f4-a622-a4928a88fec2\", \"decdb208-47b2-47ac-8865-752cf7ebf0c1\"], \"total_duration\": 416.0, \"total_sessions\": 3, \"mean_week_duration\": 7.172}, \"96229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-01-24 04:08:15.000000+00:00\", \"2022-08-12 12:53:28.000000+00:00\", \"2022-01-30 08:40:55.000000+00:00\"], \"session_ids\": [\"48d57e24-3293-4553-88ee-caffa02af063\", \"cdc4d689-7b82-4dcd-a2b6-d7c17df26b7e\", \"aeb2c253-8de2-4c19-b3c3-30be4fccdc8f\"], \"total_duration\": 40.0, \"total_sessions\": 3, \"mean_week_duration\": 1.379}, \"21830\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-02-14 19:01:46.000000+00:00\", \"2021-03-19 04:54:49.000000+00:00\"], \"session_ids\": [\"4de34734-8dd1-4d54-919e-35ad1dc3f12d\", \"5aece8ca-e0a0-4731-adad-57b30cb07bdc\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 2.298}, \"63266\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-10-05 22:14:27.000000+00:00\", \"2019-03-19 02:08:34.000000+00:00\"], \"session_ids\": [\"2178b148-7b0c-4d7d-9270-1026c1f15b23\", \"4d9e34b2-6e17-49f2-b0eb-c7bcae30a06e\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 1.495}, \"24652\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-11-04 00:57:56.000000+00:00\", \"2019-07-10 20:26:13.000000+00:00\", \"2021-11-17 22:06:34.000000+00:00\"], \"session_ids\": [\"d3639d47-1b6c-4e1a-8eee-509e43ede7d4\", \"c31b31af-1011-479f-96d3-9a867ea38a18\", \"acf7db04-7f6f-4715-a187-93534214fd6c\"], \"total_duration\": 576.0, \"total_sessions\": 3, \"mean_week_duration\": 4.683}, \"73270\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-09-03 23:09:24.000000+00:00\", \"2019-09-28 11:29:24.000000+00:00\", \"2020-03-25 20:12:40.000000+00:00\", \"2021-09-23 02:44:51.000000+00:00\", \"2022-05-03 05:26:09.000000+00:00\", \"2021-03-05 19:44:39.000000+00:00\", \"2021-12-24 16:40:26.000000+00:00\", \"2022-05-26 23:45:48.000000+00:00\"], \"session_ids\": [\"a22e42b5-9f67-469d-8a18-f10c793a0266\", \"e9e5e8f0-0186-455f-96c1-b8cdca7f7429\", \"13be5104-c519-4672-85f4-38c35d04750a\", \"37f53c0e-3629-4efc-a273-676c457559f8\", \"8ed8e5e2-8c7a-41d8-85ab-832f2ac9d438\", \"265efeef-2dbc-4c1a-af50-b8a9d02d69ca\", \"3a88086a-c8c9-412d-9320-4f340258e395\", \"336fed30-71a3-4d42-9414-d585e05cfa49\"], \"total_duration\": 4087.0, \"total_sessions\": 8, \"mean_week_duration\": 26.712}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are less than 2281 and are equal or greater than 4318"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_duration\": [[2281, 4318]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"57297\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-03-06 15:57:04.000000+00:00\", \"2019-06-02 21:17:36.000000+00:00\", \"2019-01-12 06:37:02.000000+00:00\"], \"session_ids\": [\"079ee45c-84e5-4690-ba2e-c21967887771\", \"c8dc9661-fd59-47d1-96b3-b8ccd9787a12\", \"da93d265-3250-46e9-a9aa-be5531664fd1\"], \"total_duration\": 161.0, \"total_sessions\": 3, \"mean_week_duration\": 2.683}, \"24133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Paris\", \"datetimes\": [\"2019-07-17 13:33:38.000000+00:00\", \"2021-12-03 13:55:11.000000+00:00\"], \"session_ids\": [\"a43d579b-ef91-48df-8498-ac7cb60b5a09\", \"3c12f106-8887-4da9-8d2c-af76fe1601f5\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.328}, \"36931\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-06-04 05:09:15.000000+00:00\", \"2019-12-03 01:08:04.000000+00:00\"], \"session_ids\": [\"40755680-d5f1-40c1-b328-11bb09e9b61e\", \"032eda48-3922-4d87-b087-ca030443da60\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 13.926}, \"24774\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-06-26 05:07:02.000000+00:00\", \"2021-01-26 16:56:17.000000+00:00\", \"2021-08-01 23:04:56.000000+00:00\"], \"session_ids\": [\"f7983f9a-a96f-4c9a-8cb4-8d57d913acb7\", \"c95d3f33-838f-42f4-a622-a4928a88fec2\", \"decdb208-47b2-47ac-8865-752cf7ebf0c1\"], \"total_duration\": 416.0, \"total_sessions\": 3, \"mean_week_duration\": 7.172}, \"96229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-01-24 04:08:15.000000+00:00\", \"2022-08-12 12:53:28.000000+00:00\", \"2022-01-30 08:40:55.000000+00:00\"], \"session_ids\": [\"48d57e24-3293-4553-88ee-caffa02af063\", \"cdc4d689-7b82-4dcd-a2b6-d7c17df26b7e\", \"aeb2c253-8de2-4c19-b3c3-30be4fccdc8f\"], \"total_duration\": 40.0, \"total_sessions\": 3, \"mean_week_duration\": 1.379}, \"21830\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-02-14 19:01:46.000000+00:00\", \"2021-03-19 04:54:49.000000+00:00\"], \"session_ids\": [\"4de34734-8dd1-4d54-919e-35ad1dc3f12d\", \"5aece8ca-e0a0-4731-adad-57b30cb07bdc\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 2.298}, \"63266\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-10-05 22:14:27.000000+00:00\", \"2019-03-19 02:08:34.000000+00:00\"], \"session_ids\": [\"2178b148-7b0c-4d7d-9270-1026c1f15b23\", \"4d9e34b2-6e17-49f2-b0eb-c7bcae30a06e\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 1.495}, \"24652\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-11-04 00:57:56.000000+00:00\", \"2019-07-10 20:26:13.000000+00:00\", \"2021-11-17 22:06:34.000000+00:00\"], \"session_ids\": [\"d3639d47-1b6c-4e1a-8eee-509e43ede7d4\", \"c31b31af-1011-479f-96d3-9a867ea38a18\", \"acf7db04-7f6f-4715-a187-93534214fd6c\"], \"total_duration\": 576.0, \"total_sessions\": 3, \"mean_week_duration\": 4.683}}\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[{\"96229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-01-24 04:08:15.000000+00:00\", \"2022-08-12 12:53:28.000000+00:00\", \"2022-01-30 08:40:55.000000+00:00\"], \"session_ids\": [\"48d57e24-3293-4553-88ee-caffa02af063\", \"cdc4d689-7b82-4dcd-a2b6-d7c17df26b7e\", \"aeb2c253-8de2-4c19-b3c3-30be4fccdc8f\"], \"total_duration\": 40.0, \"total_sessions\": 3, \"mean_week_duration\": 1.379}}, {\"24133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Paris\", \"datetimes\": [\"2019-07-17 13:33:38.000000+00:00\", \"2021-12-03 13:55:11.000000+00:00\"], \"session_ids\": [\"a43d579b-ef91-48df-8498-ac7cb60b5a09\", \"3c12f106-8887-4da9-8d2c-af76fe1601f5\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.328}}, {\"21830\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-02-14 19:01:46.000000+00:00\", \"2021-03-19 04:54:49.000000+00:00\"], \"session_ids\": [\"4de34734-8dd1-4d54-919e-35ad1dc3f12d\", \"5aece8ca-e0a0-4731-adad-57b30cb07bdc\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 2.298}}, {\"57297\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-03-06 15:57:04.000000+00:00\", \"2019-06-02 21:17:36.000000+00:00\", \"2019-01-12 06:37:02.000000+00:00\"], \"session_ids\": [\"079ee45c-84e5-4690-ba2e-c21967887771\", \"c8dc9661-fd59-47d1-96b3-b8ccd9787a12\", \"da93d265-3250-46e9-a9aa-be5531664fd1\"], \"total_duration\": 161.0, \"total_sessions\": 3, \"mean_week_duration\": 2.683}}, {\"63266\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-10-05 22:14:27.000000+00:00\", \"2019-03-19 02:08:34.000000+00:00\"], \"session_ids\": [\"2178b148-7b0c-4d7d-9270-1026c1f15b23\", \"4d9e34b2-6e17-49f2-b0eb-c7bcae30a06e\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 1.495}}, {\"36931\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-06-04 05:09:15.000000+00:00\", \"2019-12-03 01:08:04.000000+00:00\"], \"session_ids\": [\"40755680-d5f1-40c1-b328-11bb09e9b61e\", \"032eda48-3922-4d87-b087-ca030443da60\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 13.926}}, {\"24774\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-06-26 05:07:02.000000+00:00\", \"2021-01-26 16:56:17.000000+00:00\", \"2021-08-01 23:04:56.000000+00:00\"], \"session_ids\": [\"f7983f9a-a96f-4c9a-8cb4-8d57d913acb7\", \"c95d3f33-838f-42f4-a622-a4928a88fec2\", \"decdb208-47b2-47ac-8865-752cf7ebf0c1\"], \"total_duration\": 416.0, \"total_sessions\": 3, \"mean_week_duration\": 7.172}}, {\"24652\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-11-04 00:57:56.000000+00:00\", \"2019-07-10 20:26:13.000000+00:00\", \"2021-11-17 22:06:34.000000+00:00\"], \"session_ids\": [\"d3639d47-1b6c-4e1a-8eee-509e43ede7d4\", \"c31b31af-1011-479f-96d3-9a867ea38a18\", \"acf7db04-7f6f-4715-a187-93534214fd6c\"], \"total_duration\": 576.0, \"total_sessions\": 3, \"mean_week_duration\": 4.683}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 6 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"96229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-01-24 04:08:15.000000+00:00\", \"2022-08-12 12:53:28.000000+00:00\", \"2022-01-30 08:40:55.000000+00:00\"], \"session_ids\": [\"48d57e24-3293-4553-88ee-caffa02af063\", \"cdc4d689-7b82-4dcd-a2b6-d7c17df26b7e\", \"aeb2c253-8de2-4c19-b3c3-30be4fccdc8f\"], \"total_duration\": 40.0, \"total_sessions\": 3, \"mean_week_duration\": 1.379}}, {\"24133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Paris\", \"datetimes\": [\"2019-07-17 13:33:38.000000+00:00\", \"2021-12-03 13:55:11.000000+00:00\"], \"session_ids\": [\"a43d579b-ef91-48df-8498-ac7cb60b5a09\", \"3c12f106-8887-4da9-8d2c-af76fe1601f5\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.328}}, {\"21830\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-02-14 19:01:46.000000+00:00\", \"2021-03-19 04:54:49.000000+00:00\"], \"session_ids\": [\"4de34734-8dd1-4d54-919e-35ad1dc3f12d\", \"5aece8ca-e0a0-4731-adad-57b30cb07bdc\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 2.298}}, {\"57297\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-03-06 15:57:04.000000+00:00\", \"2019-06-02 21:17:36.000000+00:00\", \"2019-01-12 06:37:02.000000+00:00\"], \"session_ids\": [\"079ee45c-84e5-4690-ba2e-c21967887771\", \"c8dc9661-fd59-47d1-96b3-b8ccd9787a12\", \"da93d265-3250-46e9-a9aa-be5531664fd1\"], \"total_duration\": 161.0, \"total_sessions\": 3, \"mean_week_duration\": 2.683}}, {\"63266\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-10-05 22:14:27.000000+00:00\", \"2019-03-19 02:08:34.000000+00:00\"], \"session_ids\": [\"2178b148-7b0c-4d7d-9270-1026c1f15b23\", \"4d9e34b2-6e17-49f2-b0eb-c7bcae30a06e\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 1.495}}, {\"36931\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-06-04 05:09:15.000000+00:00\", \"2019-12-03 01:08:04.000000+00:00\"], \"session_ids\": [\"40755680-d5f1-40c1-b328-11bb09e9b61e\", \"032eda48-3922-4d87-b087-ca030443da60\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 13.926}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"96229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-01-24 04:08:15.000000+00:00\", \"2022-08-12 12:53:28.000000+00:00\", \"2022-01-30 08:40:55.000000+00:00\"], \"session_ids\": [\"48d57e24-3293-4553-88ee-caffa02af063\", \"cdc4d689-7b82-4dcd-a2b6-d7c17df26b7e\", \"aeb2c253-8de2-4c19-b3c3-30be4fccdc8f\"], \"total_duration\": 40.0, \"total_sessions\": 3, \"mean_week_duration\": 1.379}}, {\"24133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Paris\", \"datetimes\": [\"2019-07-17 13:33:38.000000+00:00\", \"2021-12-03 13:55:11.000000+00:00\"], \"session_ids\": [\"a43d579b-ef91-48df-8498-ac7cb60b5a09\", \"3c12f106-8887-4da9-8d2c-af76fe1601f5\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.328}}, {\"21830\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-02-14 19:01:46.000000+00:00\", \"2021-03-19 04:54:49.000000+00:00\"], \"session_ids\": [\"4de34734-8dd1-4d54-919e-35ad1dc3f12d\", \"5aece8ca-e0a0-4731-adad-57b30cb07bdc\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 2.298}}, {\"57297\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-03-06 15:57:04.000000+00:00\", \"2019-06-02 21:17:36.000000+00:00\", \"2019-01-12 06:37:02.000000+00:00\"], \"session_ids\": [\"079ee45c-84e5-4690-ba2e-c21967887771\", \"c8dc9661-fd59-47d1-96b3-b8ccd9787a12\", \"da93d265-3250-46e9-a9aa-be5531664fd1\"], \"total_duration\": 161.0, \"total_sessions\": 3, \"mean_week_duration\": 2.683}}, {\"63266\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-10-05 22:14:27.000000+00:00\", \"2019-03-19 02:08:34.000000+00:00\"], \"session_ids\": [\"2178b148-7b0c-4d7d-9270-1026c1f15b23\", \"4d9e34b2-6e17-49f2-b0eb-c7bcae30a06e\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 1.495}}, {\"36931\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-06-04 05:09:15.000000+00:00\", \"2019-12-03 01:08:04.000000+00:00\"], \"session_ids\": [\"40755680-d5f1-40c1-b328-11bb09e9b61e\", \"032eda48-3922-4d87-b087-ca030443da60\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 13.926}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please offer data on 7 users who don't live in cities Cape Town, Dubai, Tokyo, Karachi, Havana also do sorting by city name descendingly."
}
] |
[
{
"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{\"50635\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-25 13:39:54.000000+00:00\", \"2021-10-14 02:35:47.000000+00:00\"], \"session_ids\": [\"8b9d96d8-f889-43aa-b039-f73950ce7c17\", \"c8d92f5e-8114-4630-86ff-c9086f64738d\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 6.4}, \"69712\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-10-06 03:05:59.000000+00:00\", \"2019-04-22 20:26:38.000000+00:00\"], \"session_ids\": [\"d225f91a-338e-4d79-9772-abee7edcde3c\", \"fc1cadc6-1c81-4df2-a288-1a0cfcda1e32\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 1.11}, \"15729\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-05-09 11:17:36.000000+00:00\", \"2020-05-12 03:32:56.000000+00:00\", \"2022-08-16 08:53:57.000000+00:00\", \"2022-11-20 20:06:01.000000+00:00\", \"2020-04-02 03:27:31.000000+00:00\", \"2021-12-31 08:13:12.000000+00:00\", \"2022-04-15 23:32:26.000000+00:00\", \"2021-12-25 01:28:55.000000+00:00\", \"2022-09-15 00:19:36.000000+00:00\", \"2021-12-27 19:54:37.000000+00:00\"], \"session_ids\": [\"cd2ecbdd-afb2-4896-af99-d18cd453893a\", \"ab91c1a4-51ae-43c1-947c-06acc8377777\", \"5ec8f6f1-662a-408c-9593-f3112eafb91a\", \"90cdd94c-6e2f-4a0e-a466-4863e2f0bd18\", \"f2dc2a14-c49b-43e1-a70a-063f734c9e98\", \"9332fdcc-84cb-4c07-83a3-5ee3b18010e0\", \"425b01ee-705c-4040-a46c-3a75ed2ccd32\", \"690613e1-234f-45eb-b66a-afab3730e027\", \"42fc9d0c-976c-4697-bc68-8f750cfa6925\", \"80919319-2acd-478d-843b-c7b97a2df1f0\"], \"total_duration\": 363.0, \"total_sessions\": 10, \"mean_week_duration\": 2.63}, \"31644\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-12-04 07:06:09.000000+00:00\", \"2021-01-06 13:56:34.000000+00:00\"], \"session_ids\": [\"dfd616a1-d65b-4fba-82ae-71883203392e\", \"0d0926e0-5b48-4f44-94d8-1979d0edea3a\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 1.32}, \"47552\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-05-05 22:28:00.000000+00:00\", \"2022-01-24 02:04:40.000000+00:00\", \"2021-04-12 03:32:05.000000+00:00\"], \"session_ids\": [\"03c9f3d0-5fd2-46c9-873c-ab643a083bee\", \"2af66ef8-b956-41c0-9a5b-78bf51757b29\", \"31835f98-580a-420b-8d95-940647b482a1\"], \"total_duration\": 53.0, \"total_sessions\": 3, \"mean_week_duration\": 0.589}, \"60165\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-04-27 12:51:44.000000+00:00\", \"2019-08-22 15:21:35.000000+00:00\", \"2021-08-31 03:50:05.000000+00:00\"], \"session_ids\": [\"5dd95455-85fe-47ae-a977-f5ec0b9e539b\", \"43463ad4-9918-45c0-b88a-703968422ffb\", \"7c299525-5cec-4de7-9507-d82c280e326b\"], \"total_duration\": 444.0, \"total_sessions\": 3, \"mean_week_duration\": 3.171}, \"97157\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-08-24 01:12:04.000000+00:00\", \"2023-03-07 00:22:27.000000+00:00\", \"2022-12-25 11:35:10.000000+00:00\", \"2019-06-10 14:14:37.000000+00:00\"], \"session_ids\": [\"bc03e395-75e8-4846-81bf-37d0b88ef034\", \"f3947df9-6157-4ae2-b4af-180e3cfd90bc\", \"64fa462e-e4eb-42b6-bacb-0d1a1a0aad5a\", \"c8c34902-a902-4e58-bf36-37a3f57a6b3b\"], \"total_duration\": 66.0, \"total_sessions\": 4, \"mean_week_duration\": 0.338}, \"79699\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-02-01 11:49:53.000000+00:00\", \"2019-06-25 05:38:32.000000+00:00\", \"2022-03-12 10:18:08.000000+00:00\", \"2019-08-07 00:07:03.000000+00:00\"], \"session_ids\": [\"21bea89d-6baf-4b50-9980-c9e70d92ea71\", \"e0725353-ded1-4d5a-8b67-f27681954f6a\", \"496cf04e-52c0-4b17-b1c3-bfe232cef2e9\", \"30165869-3090-42a1-9f81-2cea782ab15d\"], \"total_duration\": 732.0, \"total_sessions\": 4, \"mean_week_duration\": 4.519}, \"6366\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-26 21:08:30.000000+00:00\", \"2021-07-03 06:10:13.000000+00:00\", \"2019-12-14 07:11:21.000000+00:00\", \"2022-01-08 20:45:02.000000+00:00\", \"2021-09-27 14:26:19.000000+00:00\", \"2020-05-30 19:41:25.000000+00:00\", \"2021-11-23 21:49:42.000000+00:00\", \"2021-07-27 04:20:45.000000+00:00\", \"2023-01-17 12:21:51.000000+00:00\"], \"session_ids\": [\"2cf79553-89d6-4e60-8f4c-ac0c3b07b5fe\", \"4d87083a-1913-432a-9bdd-ec2964aadea8\", \"f8c6d56b-ca50-4cdb-ad4a-2ea367487f5d\", \"8397b1c9-972d-4f04-b6e1-f86aeb7c307c\", \"8e0d9937-54d8-4476-9962-367fa388447a\", \"35a25960-60c3-4b0c-9532-e3b07288fd25\", \"0b5d7377-f794-4444-b502-6f15f7237a3e\", \"c63df5d9-7fd5-4b7b-bf3c-f52a127f2b6e\", \"8875cd25-7419-47f9-992d-c587bac5e87f\"], \"total_duration\": 617.0, \"total_sessions\": 9, \"mean_week_duration\": 3.39}, \"36234\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-09-12 09:12:54.000000+00:00\", \"2023-01-11 16:54:16.000000+00:00\", \"2019-01-10 00:43:57.000000+00:00\", \"2021-09-06 09:47:07.000000+00:00\"], \"session_ids\": [\"d2233bb8-0eec-47d5-97dc-fbc403472589\", \"6f0fb329-3516-4846-a334-8eb8d5d834b8\", \"62147437-e3fb-4e46-a9f3-1176c12bf105\", \"b5777796-bb17-4ea6-8957-eab2d002d78f\"], \"total_duration\": 367.0, \"total_sessions\": 4, \"mean_week_duration\": 1.756}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not Cape Town, Dubai, Tokyo, Karachi, Havana"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Cape Town\", \"Dubai\", \"Tokyo\", \"Karachi\", \"Havana\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"50635\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-25 13:39:54.000000+00:00\", \"2021-10-14 02:35:47.000000+00:00\"], \"session_ids\": [\"8b9d96d8-f889-43aa-b039-f73950ce7c17\", \"c8d92f5e-8114-4630-86ff-c9086f64738d\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 6.4}, \"69712\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-10-06 03:05:59.000000+00:00\", \"2019-04-22 20:26:38.000000+00:00\"], \"session_ids\": [\"d225f91a-338e-4d79-9772-abee7edcde3c\", \"fc1cadc6-1c81-4df2-a288-1a0cfcda1e32\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 1.11}, \"15729\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-05-09 11:17:36.000000+00:00\", \"2020-05-12 03:32:56.000000+00:00\", \"2022-08-16 08:53:57.000000+00:00\", \"2022-11-20 20:06:01.000000+00:00\", \"2020-04-02 03:27:31.000000+00:00\", \"2021-12-31 08:13:12.000000+00:00\", \"2022-04-15 23:32:26.000000+00:00\", \"2021-12-25 01:28:55.000000+00:00\", \"2022-09-15 00:19:36.000000+00:00\", \"2021-12-27 19:54:37.000000+00:00\"], \"session_ids\": [\"cd2ecbdd-afb2-4896-af99-d18cd453893a\", \"ab91c1a4-51ae-43c1-947c-06acc8377777\", \"5ec8f6f1-662a-408c-9593-f3112eafb91a\", \"90cdd94c-6e2f-4a0e-a466-4863e2f0bd18\", \"f2dc2a14-c49b-43e1-a70a-063f734c9e98\", \"9332fdcc-84cb-4c07-83a3-5ee3b18010e0\", \"425b01ee-705c-4040-a46c-3a75ed2ccd32\", \"690613e1-234f-45eb-b66a-afab3730e027\", \"42fc9d0c-976c-4697-bc68-8f750cfa6925\", \"80919319-2acd-478d-843b-c7b97a2df1f0\"], \"total_duration\": 363.0, \"total_sessions\": 10, \"mean_week_duration\": 2.63}, \"31644\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-12-04 07:06:09.000000+00:00\", \"2021-01-06 13:56:34.000000+00:00\"], \"session_ids\": [\"dfd616a1-d65b-4fba-82ae-71883203392e\", \"0d0926e0-5b48-4f44-94d8-1979d0edea3a\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 1.32}, \"47552\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-05-05 22:28:00.000000+00:00\", \"2022-01-24 02:04:40.000000+00:00\", \"2021-04-12 03:32:05.000000+00:00\"], \"session_ids\": [\"03c9f3d0-5fd2-46c9-873c-ab643a083bee\", \"2af66ef8-b956-41c0-9a5b-78bf51757b29\", \"31835f98-580a-420b-8d95-940647b482a1\"], \"total_duration\": 53.0, \"total_sessions\": 3, \"mean_week_duration\": 0.589}, \"60165\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-04-27 12:51:44.000000+00:00\", \"2019-08-22 15:21:35.000000+00:00\", \"2021-08-31 03:50:05.000000+00:00\"], \"session_ids\": [\"5dd95455-85fe-47ae-a977-f5ec0b9e539b\", \"43463ad4-9918-45c0-b88a-703968422ffb\", \"7c299525-5cec-4de7-9507-d82c280e326b\"], \"total_duration\": 444.0, \"total_sessions\": 3, \"mean_week_duration\": 3.171}, \"97157\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-08-24 01:12:04.000000+00:00\", \"2023-03-07 00:22:27.000000+00:00\", \"2022-12-25 11:35:10.000000+00:00\", \"2019-06-10 14:14:37.000000+00:00\"], \"session_ids\": [\"bc03e395-75e8-4846-81bf-37d0b88ef034\", \"f3947df9-6157-4ae2-b4af-180e3cfd90bc\", \"64fa462e-e4eb-42b6-bacb-0d1a1a0aad5a\", \"c8c34902-a902-4e58-bf36-37a3f57a6b3b\"], \"total_duration\": 66.0, \"total_sessions\": 4, \"mean_week_duration\": 0.338}, \"79699\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-02-01 11:49:53.000000+00:00\", \"2019-06-25 05:38:32.000000+00:00\", \"2022-03-12 10:18:08.000000+00:00\", \"2019-08-07 00:07:03.000000+00:00\"], \"session_ids\": [\"21bea89d-6baf-4b50-9980-c9e70d92ea71\", \"e0725353-ded1-4d5a-8b67-f27681954f6a\", \"496cf04e-52c0-4b17-b1c3-bfe232cef2e9\", \"30165869-3090-42a1-9f81-2cea782ab15d\"], \"total_duration\": 732.0, \"total_sessions\": 4, \"mean_week_duration\": 4.519}, \"6366\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-26 21:08:30.000000+00:00\", \"2021-07-03 06:10:13.000000+00:00\", \"2019-12-14 07:11:21.000000+00:00\", \"2022-01-08 20:45:02.000000+00:00\", \"2021-09-27 14:26:19.000000+00:00\", \"2020-05-30 19:41:25.000000+00:00\", \"2021-11-23 21:49:42.000000+00:00\", \"2021-07-27 04:20:45.000000+00:00\", \"2023-01-17 12:21:51.000000+00:00\"], \"session_ids\": [\"2cf79553-89d6-4e60-8f4c-ac0c3b07b5fe\", \"4d87083a-1913-432a-9bdd-ec2964aadea8\", \"f8c6d56b-ca50-4cdb-ad4a-2ea367487f5d\", \"8397b1c9-972d-4f04-b6e1-f86aeb7c307c\", \"8e0d9937-54d8-4476-9962-367fa388447a\", \"35a25960-60c3-4b0c-9532-e3b07288fd25\", \"0b5d7377-f794-4444-b502-6f15f7237a3e\", \"c63df5d9-7fd5-4b7b-bf3c-f52a127f2b6e\", \"8875cd25-7419-47f9-992d-c587bac5e87f\"], \"total_duration\": 617.0, \"total_sessions\": 9, \"mean_week_duration\": 3.39}, \"36234\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-09-12 09:12:54.000000+00:00\", \"2023-01-11 16:54:16.000000+00:00\", \"2019-01-10 00:43:57.000000+00:00\", \"2021-09-06 09:47:07.000000+00:00\"], \"session_ids\": [\"d2233bb8-0eec-47d5-97dc-fbc403472589\", \"6f0fb329-3516-4846-a334-8eb8d5d834b8\", \"62147437-e3fb-4e46-a9f3-1176c12bf105\", \"b5777796-bb17-4ea6-8957-eab2d002d78f\"], \"total_duration\": 367.0, \"total_sessions\": 4, \"mean_week_duration\": 1.756}}\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[{\"69712\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-10-06 03:05:59.000000+00:00\", \"2019-04-22 20:26:38.000000+00:00\"], \"session_ids\": [\"d225f91a-338e-4d79-9772-abee7edcde3c\", \"fc1cadc6-1c81-4df2-a288-1a0cfcda1e32\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 1.11}}, {\"6366\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-26 21:08:30.000000+00:00\", \"2021-07-03 06:10:13.000000+00:00\", \"2019-12-14 07:11:21.000000+00:00\", \"2022-01-08 20:45:02.000000+00:00\", \"2021-09-27 14:26:19.000000+00:00\", \"2020-05-30 19:41:25.000000+00:00\", \"2021-11-23 21:49:42.000000+00:00\", \"2021-07-27 04:20:45.000000+00:00\", \"2023-01-17 12:21:51.000000+00:00\"], \"session_ids\": [\"2cf79553-89d6-4e60-8f4c-ac0c3b07b5fe\", \"4d87083a-1913-432a-9bdd-ec2964aadea8\", \"f8c6d56b-ca50-4cdb-ad4a-2ea367487f5d\", \"8397b1c9-972d-4f04-b6e1-f86aeb7c307c\", \"8e0d9937-54d8-4476-9962-367fa388447a\", \"35a25960-60c3-4b0c-9532-e3b07288fd25\", \"0b5d7377-f794-4444-b502-6f15f7237a3e\", \"c63df5d9-7fd5-4b7b-bf3c-f52a127f2b6e\", \"8875cd25-7419-47f9-992d-c587bac5e87f\"], \"total_duration\": 617.0, \"total_sessions\": 9, \"mean_week_duration\": 3.39}}, {\"60165\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-04-27 12:51:44.000000+00:00\", \"2019-08-22 15:21:35.000000+00:00\", \"2021-08-31 03:50:05.000000+00:00\"], \"session_ids\": [\"5dd95455-85fe-47ae-a977-f5ec0b9e539b\", \"43463ad4-9918-45c0-b88a-703968422ffb\", \"7c299525-5cec-4de7-9507-d82c280e326b\"], \"total_duration\": 444.0, \"total_sessions\": 3, \"mean_week_duration\": 3.171}}, {\"15729\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-05-09 11:17:36.000000+00:00\", \"2020-05-12 03:32:56.000000+00:00\", \"2022-08-16 08:53:57.000000+00:00\", \"2022-11-20 20:06:01.000000+00:00\", \"2020-04-02 03:27:31.000000+00:00\", \"2021-12-31 08:13:12.000000+00:00\", \"2022-04-15 23:32:26.000000+00:00\", \"2021-12-25 01:28:55.000000+00:00\", \"2022-09-15 00:19:36.000000+00:00\", \"2021-12-27 19:54:37.000000+00:00\"], \"session_ids\": [\"cd2ecbdd-afb2-4896-af99-d18cd453893a\", \"ab91c1a4-51ae-43c1-947c-06acc8377777\", \"5ec8f6f1-662a-408c-9593-f3112eafb91a\", \"90cdd94c-6e2f-4a0e-a466-4863e2f0bd18\", \"f2dc2a14-c49b-43e1-a70a-063f734c9e98\", \"9332fdcc-84cb-4c07-83a3-5ee3b18010e0\", \"425b01ee-705c-4040-a46c-3a75ed2ccd32\", \"690613e1-234f-45eb-b66a-afab3730e027\", \"42fc9d0c-976c-4697-bc68-8f750cfa6925\", \"80919319-2acd-478d-843b-c7b97a2df1f0\"], \"total_duration\": 363.0, \"total_sessions\": 10, \"mean_week_duration\": 2.63}}, {\"79699\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-02-01 11:49:53.000000+00:00\", \"2019-06-25 05:38:32.000000+00:00\", \"2022-03-12 10:18:08.000000+00:00\", \"2019-08-07 00:07:03.000000+00:00\"], \"session_ids\": [\"21bea89d-6baf-4b50-9980-c9e70d92ea71\", \"e0725353-ded1-4d5a-8b67-f27681954f6a\", \"496cf04e-52c0-4b17-b1c3-bfe232cef2e9\", \"30165869-3090-42a1-9f81-2cea782ab15d\"], \"total_duration\": 732.0, \"total_sessions\": 4, \"mean_week_duration\": 4.519}}, {\"36234\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-09-12 09:12:54.000000+00:00\", \"2023-01-11 16:54:16.000000+00:00\", \"2019-01-10 00:43:57.000000+00:00\", \"2021-09-06 09:47:07.000000+00:00\"], \"session_ids\": [\"d2233bb8-0eec-47d5-97dc-fbc403472589\", \"6f0fb329-3516-4846-a334-8eb8d5d834b8\", \"62147437-e3fb-4e46-a9f3-1176c12bf105\", \"b5777796-bb17-4ea6-8957-eab2d002d78f\"], \"total_duration\": 367.0, \"total_sessions\": 4, \"mean_week_duration\": 1.756}}, {\"47552\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-05-05 22:28:00.000000+00:00\", \"2022-01-24 02:04:40.000000+00:00\", \"2021-04-12 03:32:05.000000+00:00\"], \"session_ids\": [\"03c9f3d0-5fd2-46c9-873c-ab643a083bee\", \"2af66ef8-b956-41c0-9a5b-78bf51757b29\", \"31835f98-580a-420b-8d95-940647b482a1\"], \"total_duration\": 53.0, \"total_sessions\": 3, \"mean_week_duration\": 0.589}}, {\"97157\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-08-24 01:12:04.000000+00:00\", \"2023-03-07 00:22:27.000000+00:00\", \"2022-12-25 11:35:10.000000+00:00\", \"2019-06-10 14:14:37.000000+00:00\"], \"session_ids\": [\"bc03e395-75e8-4846-81bf-37d0b88ef034\", \"f3947df9-6157-4ae2-b4af-180e3cfd90bc\", \"64fa462e-e4eb-42b6-bacb-0d1a1a0aad5a\", \"c8c34902-a902-4e58-bf36-37a3f57a6b3b\"], \"total_duration\": 66.0, \"total_sessions\": 4, \"mean_week_duration\": 0.338}}, {\"31644\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-12-04 07:06:09.000000+00:00\", \"2021-01-06 13:56:34.000000+00:00\"], \"session_ids\": [\"dfd616a1-d65b-4fba-82ae-71883203392e\", \"0d0926e0-5b48-4f44-94d8-1979d0edea3a\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 1.32}}, {\"50635\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-25 13:39:54.000000+00:00\", \"2021-10-14 02:35:47.000000+00:00\"], \"session_ids\": [\"8b9d96d8-f889-43aa-b039-f73950ce7c17\", \"c8d92f5e-8114-4630-86ff-c9086f64738d\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 6.4}}]\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[{\"69712\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-10-06 03:05:59.000000+00:00\", \"2019-04-22 20:26:38.000000+00:00\"], \"session_ids\": [\"d225f91a-338e-4d79-9772-abee7edcde3c\", \"fc1cadc6-1c81-4df2-a288-1a0cfcda1e32\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 1.11}}, {\"6366\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-26 21:08:30.000000+00:00\", \"2021-07-03 06:10:13.000000+00:00\", \"2019-12-14 07:11:21.000000+00:00\", \"2022-01-08 20:45:02.000000+00:00\", \"2021-09-27 14:26:19.000000+00:00\", \"2020-05-30 19:41:25.000000+00:00\", \"2021-11-23 21:49:42.000000+00:00\", \"2021-07-27 04:20:45.000000+00:00\", \"2023-01-17 12:21:51.000000+00:00\"], \"session_ids\": [\"2cf79553-89d6-4e60-8f4c-ac0c3b07b5fe\", \"4d87083a-1913-432a-9bdd-ec2964aadea8\", \"f8c6d56b-ca50-4cdb-ad4a-2ea367487f5d\", \"8397b1c9-972d-4f04-b6e1-f86aeb7c307c\", \"8e0d9937-54d8-4476-9962-367fa388447a\", \"35a25960-60c3-4b0c-9532-e3b07288fd25\", \"0b5d7377-f794-4444-b502-6f15f7237a3e\", \"c63df5d9-7fd5-4b7b-bf3c-f52a127f2b6e\", \"8875cd25-7419-47f9-992d-c587bac5e87f\"], \"total_duration\": 617.0, \"total_sessions\": 9, \"mean_week_duration\": 3.39}}, {\"60165\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-04-27 12:51:44.000000+00:00\", \"2019-08-22 15:21:35.000000+00:00\", \"2021-08-31 03:50:05.000000+00:00\"], \"session_ids\": [\"5dd95455-85fe-47ae-a977-f5ec0b9e539b\", \"43463ad4-9918-45c0-b88a-703968422ffb\", \"7c299525-5cec-4de7-9507-d82c280e326b\"], \"total_duration\": 444.0, \"total_sessions\": 3, \"mean_week_duration\": 3.171}}, {\"15729\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-05-09 11:17:36.000000+00:00\", \"2020-05-12 03:32:56.000000+00:00\", \"2022-08-16 08:53:57.000000+00:00\", \"2022-11-20 20:06:01.000000+00:00\", \"2020-04-02 03:27:31.000000+00:00\", \"2021-12-31 08:13:12.000000+00:00\", \"2022-04-15 23:32:26.000000+00:00\", \"2021-12-25 01:28:55.000000+00:00\", \"2022-09-15 00:19:36.000000+00:00\", \"2021-12-27 19:54:37.000000+00:00\"], \"session_ids\": [\"cd2ecbdd-afb2-4896-af99-d18cd453893a\", \"ab91c1a4-51ae-43c1-947c-06acc8377777\", \"5ec8f6f1-662a-408c-9593-f3112eafb91a\", \"90cdd94c-6e2f-4a0e-a466-4863e2f0bd18\", \"f2dc2a14-c49b-43e1-a70a-063f734c9e98\", \"9332fdcc-84cb-4c07-83a3-5ee3b18010e0\", \"425b01ee-705c-4040-a46c-3a75ed2ccd32\", \"690613e1-234f-45eb-b66a-afab3730e027\", \"42fc9d0c-976c-4697-bc68-8f750cfa6925\", \"80919319-2acd-478d-843b-c7b97a2df1f0\"], \"total_duration\": 363.0, \"total_sessions\": 10, \"mean_week_duration\": 2.63}}, {\"79699\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-02-01 11:49:53.000000+00:00\", \"2019-06-25 05:38:32.000000+00:00\", \"2022-03-12 10:18:08.000000+00:00\", \"2019-08-07 00:07:03.000000+00:00\"], \"session_ids\": [\"21bea89d-6baf-4b50-9980-c9e70d92ea71\", \"e0725353-ded1-4d5a-8b67-f27681954f6a\", \"496cf04e-52c0-4b17-b1c3-bfe232cef2e9\", \"30165869-3090-42a1-9f81-2cea782ab15d\"], \"total_duration\": 732.0, \"total_sessions\": 4, \"mean_week_duration\": 4.519}}, {\"36234\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-09-12 09:12:54.000000+00:00\", \"2023-01-11 16:54:16.000000+00:00\", \"2019-01-10 00:43:57.000000+00:00\", \"2021-09-06 09:47:07.000000+00:00\"], \"session_ids\": [\"d2233bb8-0eec-47d5-97dc-fbc403472589\", \"6f0fb329-3516-4846-a334-8eb8d5d834b8\", \"62147437-e3fb-4e46-a9f3-1176c12bf105\", \"b5777796-bb17-4ea6-8957-eab2d002d78f\"], \"total_duration\": 367.0, \"total_sessions\": 4, \"mean_week_duration\": 1.756}}, {\"47552\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-05-05 22:28:00.000000+00:00\", \"2022-01-24 02:04:40.000000+00:00\", \"2021-04-12 03:32:05.000000+00:00\"], \"session_ids\": [\"03c9f3d0-5fd2-46c9-873c-ab643a083bee\", \"2af66ef8-b956-41c0-9a5b-78bf51757b29\", \"31835f98-580a-420b-8d95-940647b482a1\"], \"total_duration\": 53.0, \"total_sessions\": 3, \"mean_week_duration\": 0.589}}]\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[{\"69712\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-10-06 03:05:59.000000+00:00\", \"2019-04-22 20:26:38.000000+00:00\"], \"session_ids\": [\"d225f91a-338e-4d79-9772-abee7edcde3c\", \"fc1cadc6-1c81-4df2-a288-1a0cfcda1e32\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 1.11}}, {\"6366\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-26 21:08:30.000000+00:00\", \"2021-07-03 06:10:13.000000+00:00\", \"2019-12-14 07:11:21.000000+00:00\", \"2022-01-08 20:45:02.000000+00:00\", \"2021-09-27 14:26:19.000000+00:00\", \"2020-05-30 19:41:25.000000+00:00\", \"2021-11-23 21:49:42.000000+00:00\", \"2021-07-27 04:20:45.000000+00:00\", \"2023-01-17 12:21:51.000000+00:00\"], \"session_ids\": [\"2cf79553-89d6-4e60-8f4c-ac0c3b07b5fe\", \"4d87083a-1913-432a-9bdd-ec2964aadea8\", \"f8c6d56b-ca50-4cdb-ad4a-2ea367487f5d\", \"8397b1c9-972d-4f04-b6e1-f86aeb7c307c\", \"8e0d9937-54d8-4476-9962-367fa388447a\", \"35a25960-60c3-4b0c-9532-e3b07288fd25\", \"0b5d7377-f794-4444-b502-6f15f7237a3e\", \"c63df5d9-7fd5-4b7b-bf3c-f52a127f2b6e\", \"8875cd25-7419-47f9-992d-c587bac5e87f\"], \"total_duration\": 617.0, \"total_sessions\": 9, \"mean_week_duration\": 3.39}}, {\"60165\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-04-27 12:51:44.000000+00:00\", \"2019-08-22 15:21:35.000000+00:00\", \"2021-08-31 03:50:05.000000+00:00\"], \"session_ids\": [\"5dd95455-85fe-47ae-a977-f5ec0b9e539b\", \"43463ad4-9918-45c0-b88a-703968422ffb\", \"7c299525-5cec-4de7-9507-d82c280e326b\"], \"total_duration\": 444.0, \"total_sessions\": 3, \"mean_week_duration\": 3.171}}, {\"15729\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-05-09 11:17:36.000000+00:00\", \"2020-05-12 03:32:56.000000+00:00\", \"2022-08-16 08:53:57.000000+00:00\", \"2022-11-20 20:06:01.000000+00:00\", \"2020-04-02 03:27:31.000000+00:00\", \"2021-12-31 08:13:12.000000+00:00\", \"2022-04-15 23:32:26.000000+00:00\", \"2021-12-25 01:28:55.000000+00:00\", \"2022-09-15 00:19:36.000000+00:00\", \"2021-12-27 19:54:37.000000+00:00\"], \"session_ids\": [\"cd2ecbdd-afb2-4896-af99-d18cd453893a\", \"ab91c1a4-51ae-43c1-947c-06acc8377777\", \"5ec8f6f1-662a-408c-9593-f3112eafb91a\", \"90cdd94c-6e2f-4a0e-a466-4863e2f0bd18\", \"f2dc2a14-c49b-43e1-a70a-063f734c9e98\", \"9332fdcc-84cb-4c07-83a3-5ee3b18010e0\", \"425b01ee-705c-4040-a46c-3a75ed2ccd32\", \"690613e1-234f-45eb-b66a-afab3730e027\", \"42fc9d0c-976c-4697-bc68-8f750cfa6925\", \"80919319-2acd-478d-843b-c7b97a2df1f0\"], \"total_duration\": 363.0, \"total_sessions\": 10, \"mean_week_duration\": 2.63}}, {\"79699\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-02-01 11:49:53.000000+00:00\", \"2019-06-25 05:38:32.000000+00:00\", \"2022-03-12 10:18:08.000000+00:00\", \"2019-08-07 00:07:03.000000+00:00\"], \"session_ids\": [\"21bea89d-6baf-4b50-9980-c9e70d92ea71\", \"e0725353-ded1-4d5a-8b67-f27681954f6a\", \"496cf04e-52c0-4b17-b1c3-bfe232cef2e9\", \"30165869-3090-42a1-9f81-2cea782ab15d\"], \"total_duration\": 732.0, \"total_sessions\": 4, \"mean_week_duration\": 4.519}}, {\"36234\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-09-12 09:12:54.000000+00:00\", \"2023-01-11 16:54:16.000000+00:00\", \"2019-01-10 00:43:57.000000+00:00\", \"2021-09-06 09:47:07.000000+00:00\"], \"session_ids\": [\"d2233bb8-0eec-47d5-97dc-fbc403472589\", \"6f0fb329-3516-4846-a334-8eb8d5d834b8\", \"62147437-e3fb-4e46-a9f3-1176c12bf105\", \"b5777796-bb17-4ea6-8957-eab2d002d78f\"], \"total_duration\": 367.0, \"total_sessions\": 4, \"mean_week_duration\": 1.756}}, {\"47552\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-05-05 22:28:00.000000+00:00\", \"2022-01-24 02:04:40.000000+00:00\", \"2021-04-12 03:32:05.000000+00:00\"], \"session_ids\": [\"03c9f3d0-5fd2-46c9-873c-ab643a083bee\", \"2af66ef8-b956-41c0-9a5b-78bf51757b29\", \"31835f98-580a-420b-8d95-940647b482a1\"], \"total_duration\": 53.0, \"total_sessions\": 3, \"mean_week_duration\": 0.589}}]\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 need to get information about users whose mean_week_duration is same as 15 , execute sorting by overall total duration form the lowest value to the highest value , and get rid of all records, except 4."
}
] |
[
{
"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{\"50670\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-03-09 20:45:42.000000+00:00\", \"2020-07-03 02:07:54.000000+00:00\", \"2022-11-13 03:28:24.000000+00:00\", \"2019-09-07 20:32:39.000000+00:00\", \"2020-05-01 14:21:52.000000+00:00\", \"2020-10-18 10:27:58.000000+00:00\", \"2020-10-30 09:21:46.000000+00:00\"], \"session_ids\": [\"dd7391bf-b400-4521-87e4-e1e5783ae07c\", \"c09addcb-acba-49ff-8544-98b06709fd78\", \"92b9cbc4-078c-4bf4-8e9e-c6cd0e8c9315\", \"f971a1ce-d289-49dc-8196-a0857ee42872\", \"9c0d0a32-a182-4ca4-a3b7-812897d447c6\", \"bcada274-926d-4373-b616-647ae9d71383\", \"5da4aa35-14ef-45c9-add5-bd2198a8d9fe\"], \"total_duration\": 11486.0, \"total_sessions\": 7, \"mean_week_duration\": 59.823}, \"30099\": {\"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\": \"Quito\", \"datetimes\": [\"2020-08-12 19:37:08.000000+00:00\", \"2020-06-14 05:45:13.000000+00:00\"], \"session_ids\": [\"adb923d2-893c-4051-86fc-5ca3b0c3b2c2\", \"5fad7960-de51-4bd7-9cbd-35785a293697\"], \"total_duration\": 390.0, \"total_sessions\": 2, \"mean_week_duration\": 43.333}, \"56527\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-11-15 01:19:50.000000+00:00\", \"2022-11-26 13:45:43.000000+00:00\", \"2019-11-14 06:48:27.000000+00:00\"], \"session_ids\": [\"c6a293b3-c4a7-40da-8a67-64555129e040\", \"e9787ea0-f5ad-4b13-98c2-d5c28e8aa917\", \"4be2d552-0656-463b-a1c4-00b0f0ea4b32\"], \"total_duration\": 343.0, \"total_sessions\": 3, \"mean_week_duration\": 2.157}, \"1033\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-12-11 16:56:21.000000+00:00\", \"2022-04-15 01:00:29.000000+00:00\", \"2020-09-20 15:06:36.000000+00:00\"], \"session_ids\": [\"14774eb6-587b-41aa-a4ad-3bbf9e1d3462\", \"cff0fa1d-5fc2-487d-a415-1c2aae627ed1\", \"ca1ed8c0-41d5-485b-9320-65aa2d653b87\"], \"total_duration\": 171.0, \"total_sessions\": 3, \"mean_week_duration\": 2.085}, \"10582\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-22 12:34:41.000000+00:00\", \"2023-03-29 10:20:29.000000+00:00\"], \"session_ids\": [\"4a63a8a7-2f37-4c77-88dd-147951113c90\", \"db6cf36e-79ce-42dd-a036-1e4aee48ef66\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.413}, \"34671\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-12 14:06:17.000000+00:00\", \"2021-07-27 03:58:32.000000+00:00\", \"2023-04-03 09:50:50.000000+00:00\", \"2021-03-27 14:29:58.000000+00:00\", \"2019-01-05 16:22:28.000000+00:00\", \"2019-08-12 23:13:20.000000+00:00\"], \"session_ids\": [\"32fc9758-6f75-46fc-a711-91d9f2a79b46\", \"797e2850-072a-4dee-b4b0-7e7168bb1f9e\", \"2f988761-0d20-4c09-b57c-3cb5f4a58bc5\", \"22ff3b54-172e-483b-aeff-0e76afc7e82d\", \"e589e1be-d664-42a4-a76b-8f75dff7e8d7\", \"b2314d62-c60b-43ef-b548-7426a8c20f34\"], \"total_duration\": 6703.0, \"total_sessions\": 6, \"mean_week_duration\": 30.194}, \"50400\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-02-12 06:10:59.000000+00:00\", \"2019-08-17 04:34:49.000000+00:00\", \"2020-10-07 14:34:02.000000+00:00\", \"2021-03-25 11:56:50.000000+00:00\", \"2022-12-10 09:04:35.000000+00:00\"], \"session_ids\": [\"33752913-79be-412b-960a-9e073553bc20\", \"9a91d65e-2b3a-4c23-96e7-96232eec57b2\", \"d7405d97-1e70-448c-8a09-4674bfc479c5\", \"48ca03b7-f004-4dea-823d-913a632f1f51\", \"10257944-2756-45d7-b2ce-9b53101bdcc7\"], \"total_duration\": 46.0, \"total_sessions\": 5, \"mean_week_duration\": 0.266}, \"8335\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-05-21 14:21:51.000000+00:00\", \"2019-03-19 02:33:42.000000+00:00\", \"2022-09-21 18:04:03.000000+00:00\", \"2022-09-13 21:58:17.000000+00:00\", \"2020-12-17 00:10:40.000000+00:00\", \"2020-01-02 14:55:30.000000+00:00\", \"2019-08-31 07:33:36.000000+00:00\", \"2020-09-02 16:49:13.000000+00:00\"], \"session_ids\": [\"1834656b-e826-4574-86bb-d23211508fa9\", \"19e052cb-d029-4330-a4a5-387d75354aba\", \"d83c4f3f-9215-4ec7-a099-4143f76a1c80\", \"21594820-20e3-45d3-b30a-b383bc3261eb\", \"d3bbb5b1-92d8-4dbb-b0a5-87dce8579257\", \"cd81ff8a-b38a-471a-9fde-6795e809888a\", \"c7eec995-5a24-4b44-8de8-c4c063c15836\", \"1c758049-4066-41a8-a6cd-afe449cb1927\"], \"total_duration\": 10938.0, \"total_sessions\": 8, \"mean_week_duration\": 59.446}, \"57155\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-03-15 04:44:54.000000+00:00\", \"2022-08-05 13:53:03.000000+00:00\"], \"session_ids\": [\"e58f24fe-0803-493f-89ac-b980c5246a01\", \"312dd871-089d-4de9-99f8-519a4df7796c\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.184}, \"51756\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2023-05-18 03:36:36.000000+00:00\", \"2019-11-12 07:42:29.000000+00:00\"], \"session_ids\": [\"5dfe7e8f-5a2b-4f57-acae-c9847279beda\", \"36f5c7c3-8686-4b1b-928e-7fb5aac74b38\"], \"total_duration\": 123.0, \"total_sessions\": 2, \"mean_week_duration\": 0.668}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are 15"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[15, 35]]}}}\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": "I have a curiosity about 8 users who have average_week_duration less than 24 + sort by sum of sessions form the highest to the lowest."
}
] |
[
{
"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{\"76459\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-01-22 21:57:59.000000+00:00\", \"2020-08-22 14:10:11.000000+00:00\", \"2021-03-23 17:25:34.000000+00:00\", \"2023-05-25 05:59:27.000000+00:00\", \"2021-03-25 04:20:09.000000+00:00\"], \"session_ids\": [\"0f22eea3-f68e-4912-b61d-bbb8eff68253\", \"a2c37803-39ad-4f4d-ad80-98184339d457\", \"20cc036e-7b96-48cc-b141-abfad138f2fd\", \"46f561e5-f3f9-4b62-b39e-8564ee12a29d\", \"56c34052-cd67-4211-90d0-13106f0e1a4a\"], \"total_duration\": 154.0, \"total_sessions\": 5, \"mean_week_duration\": 1.069}, \"7723\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-11-06 06:47:50.000000+00:00\", \"2022-02-06 04:02:40.000000+00:00\", \"2019-07-01 18:19:40.000000+00:00\", \"2022-10-25 17:03:43.000000+00:00\", \"2019-11-01 15:33:16.000000+00:00\", \"2022-10-11 17:26:10.000000+00:00\"], \"session_ids\": [\"6cabc2e2-d491-4a5d-ac1a-866afbfded01\", \"3f462b5e-0afc-4490-ac01-c6c27f8e0e2e\", \"d009e78b-e3e1-4cff-b362-559598b3e245\", \"bd6c0903-0b76-43ca-91d3-2442dfe46724\", \"040511ae-58b0-4c67-b7b4-592387759656\", \"da5ccfd9-8522-4feb-8c52-87c2ec19c1b6\"], \"total_duration\": 109.0, \"total_sessions\": 6, \"mean_week_duration\": 0.63}, \"55615\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-01-01 15:02:19.000000+00:00\", \"2019-07-11 21:36:44.000000+00:00\"], \"session_ids\": [\"b143e500-635a-471b-bb99-59e9a23368b9\", \"569a2c90-5fd5-4f65-8e99-5f8ad784201e\"], \"total_duration\": 281.0, \"total_sessions\": 2, \"mean_week_duration\": 10.036}, \"38503\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-07-16 00:59:30.000000+00:00\", \"2022-09-19 13:34:02.000000+00:00\", \"2019-10-29 03:57:03.000000+00:00\"], \"session_ids\": [\"0c302430-253c-4d4e-92e6-6108eb1b1df6\", \"daa4d9ee-ea06-4423-b07a-d920a69cf5e5\", \"dff313e8-27d8-4ce5-aef0-414eec82e22b\"], \"total_duration\": 533.0, \"total_sessions\": 3, \"mean_week_duration\": 3.53}, \"33781\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-10-18 14:39:25.000000+00:00\", \"2020-09-30 17:47:42.000000+00:00\", \"2021-08-01 02:00:03.000000+00:00\"], \"session_ids\": [\"716ac26a-46c2-4096-a4e9-87662afa3dd4\", \"8765402b-91dd-41ad-97e6-7328228b53cc\", \"62d3e0ee-bfa5-4386-99a8-0d9a7f0523e8\"], \"total_duration\": 574.0, \"total_sessions\": 3, \"mean_week_duration\": 6.106}, \"40471\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-13 10:40:28.000000+00:00\", \"2020-01-01 11:33:23.000000+00:00\", \"2022-06-23 10:44:19.000000+00:00\", \"2020-03-26 05:34:09.000000+00:00\", \"2022-04-19 12:25:25.000000+00:00\", \"2019-10-01 23:49:20.000000+00:00\", \"2022-10-16 02:24:02.000000+00:00\", \"2019-11-27 20:21:20.000000+00:00\", \"2020-01-16 08:24:01.000000+00:00\"], \"session_ids\": [\"df4ee131-d755-4080-84d0-e26be7a2e68a\", \"57131470-8307-4b38-bbab-5d989ab356b8\", \"3d4b6eb9-1a06-4569-bdea-5e912a2972eb\", \"486dd562-12df-4b51-ba52-128b529ecdf7\", \"cb0ba1f7-249a-4d77-9e4c-fad6c2d6116e\", \"df431f7e-6238-434d-8e5d-ce8dcab32991\", \"08068c27-4b8c-4b7f-8d02-903f91c7ed9b\", \"2e476b93-ee08-4076-83cd-ce5352df0d51\", \"1e6f3b1b-d837-4a44-b6cc-75f51524a80b\"], \"total_duration\": 152.0, \"total_sessions\": 9, \"mean_week_duration\": 0.792}, \"42274\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-04-17 00:33:36.000000+00:00\", \"2019-09-02 07:00:25.000000+00:00\"], \"session_ids\": [\"7b2e1006-69d9-4d92-bae1-381127ba6277\", \"858e5e70-2c68-4051-9cc6-0062012a3b09\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 4.45}, \"55820\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-19 10:21:39.000000+00:00\", \"2021-12-10 08:08:23.000000+00:00\", \"2022-03-16 17:08:38.000000+00:00\", \"2020-01-14 08:17:38.000000+00:00\", \"2019-11-18 19:05:57.000000+00:00\"], \"session_ids\": [\"d6b4727d-aef8-493b-bfab-acbfaa3533cc\", \"f526ee8b-64fd-4604-a13c-2ffd1d571f47\", \"840dc758-0de0-456c-8746-53dbf8b9544b\", \"4fa7304b-5be5-4bfe-bd5c-aa3a14f8fdde\", \"6d89d57d-7914-4e9e-aed0-144156511f59\"], \"total_duration\": 2229.0, \"total_sessions\": 5, \"mean_week_duration\": 16.036}, \"32121\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-05-30 01:10:18.000000+00:00\", \"2019-06-13 11:27:44.000000+00:00\", \"2022-12-26 22:54:03.000000+00:00\", \"2021-11-24 07:46:22.000000+00:00\", \"2019-09-27 01:55:14.000000+00:00\", \"2020-03-12 04:37:02.000000+00:00\", \"2020-01-18 06:54:23.000000+00:00\"], \"session_ids\": [\"9806b94a-e855-4d7d-a5c4-c896f463e99b\", \"99f875fd-3c12-45d8-aa1f-ce424175f5a7\", \"ee0e6d6a-54d6-499b-91d5-7d37ac3380f2\", \"9ae67a9c-1be2-42bd-9c0d-c9190214cfac\", \"00ae7811-a464-48e8-bb56-43249f2b1c06\", \"d8456c4e-5625-462b-82e9-05bab71e0de2\", \"d29c350f-c1a8-49a6-ad95-89eeb29feeab\"], \"total_duration\": 9423.0, \"total_sessions\": 7, \"mean_week_duration\": 50.935}, \"13866\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-07-25 21:16:50.000000+00:00\", \"2022-02-20 19:18:41.000000+00:00\", \"2020-07-24 02:01:00.000000+00:00\", \"2021-07-19 16:39:10.000000+00:00\", \"2019-08-14 06:04:18.000000+00:00\"], \"session_ids\": [\"4784553c-5684-497b-9395-368658aafcc3\", \"55bc7f98-d9a1-42d6-95bc-9ebf00f9ac68\", \"e0249adb-5acd-4051-834e-be44f1e70a83\", \"0745ea62-6737-480b-84f5-0fb361cd518b\", \"604c5381-7e26-4b0a-840d-7105a630f175\"], \"total_duration\": 3041.0, \"total_sessions\": 5, \"mean_week_duration\": 23.038}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or less than 24"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[24, 49]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"76459\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-01-22 21:57:59.000000+00:00\", \"2020-08-22 14:10:11.000000+00:00\", \"2021-03-23 17:25:34.000000+00:00\", \"2023-05-25 05:59:27.000000+00:00\", \"2021-03-25 04:20:09.000000+00:00\"], \"session_ids\": [\"0f22eea3-f68e-4912-b61d-bbb8eff68253\", \"a2c37803-39ad-4f4d-ad80-98184339d457\", \"20cc036e-7b96-48cc-b141-abfad138f2fd\", \"46f561e5-f3f9-4b62-b39e-8564ee12a29d\", \"56c34052-cd67-4211-90d0-13106f0e1a4a\"], \"total_duration\": 154.0, \"total_sessions\": 5, \"mean_week_duration\": 1.069}, \"7723\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-11-06 06:47:50.000000+00:00\", \"2022-02-06 04:02:40.000000+00:00\", \"2019-07-01 18:19:40.000000+00:00\", \"2022-10-25 17:03:43.000000+00:00\", \"2019-11-01 15:33:16.000000+00:00\", \"2022-10-11 17:26:10.000000+00:00\"], \"session_ids\": [\"6cabc2e2-d491-4a5d-ac1a-866afbfded01\", \"3f462b5e-0afc-4490-ac01-c6c27f8e0e2e\", \"d009e78b-e3e1-4cff-b362-559598b3e245\", \"bd6c0903-0b76-43ca-91d3-2442dfe46724\", \"040511ae-58b0-4c67-b7b4-592387759656\", \"da5ccfd9-8522-4feb-8c52-87c2ec19c1b6\"], \"total_duration\": 109.0, \"total_sessions\": 6, \"mean_week_duration\": 0.63}, \"55615\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-01-01 15:02:19.000000+00:00\", \"2019-07-11 21:36:44.000000+00:00\"], \"session_ids\": [\"b143e500-635a-471b-bb99-59e9a23368b9\", \"569a2c90-5fd5-4f65-8e99-5f8ad784201e\"], \"total_duration\": 281.0, \"total_sessions\": 2, \"mean_week_duration\": 10.036}, \"38503\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-07-16 00:59:30.000000+00:00\", \"2022-09-19 13:34:02.000000+00:00\", \"2019-10-29 03:57:03.000000+00:00\"], \"session_ids\": [\"0c302430-253c-4d4e-92e6-6108eb1b1df6\", \"daa4d9ee-ea06-4423-b07a-d920a69cf5e5\", \"dff313e8-27d8-4ce5-aef0-414eec82e22b\"], \"total_duration\": 533.0, \"total_sessions\": 3, \"mean_week_duration\": 3.53}, \"33781\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-10-18 14:39:25.000000+00:00\", \"2020-09-30 17:47:42.000000+00:00\", \"2021-08-01 02:00:03.000000+00:00\"], \"session_ids\": [\"716ac26a-46c2-4096-a4e9-87662afa3dd4\", \"8765402b-91dd-41ad-97e6-7328228b53cc\", \"62d3e0ee-bfa5-4386-99a8-0d9a7f0523e8\"], \"total_duration\": 574.0, \"total_sessions\": 3, \"mean_week_duration\": 6.106}, \"40471\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-13 10:40:28.000000+00:00\", \"2020-01-01 11:33:23.000000+00:00\", \"2022-06-23 10:44:19.000000+00:00\", \"2020-03-26 05:34:09.000000+00:00\", \"2022-04-19 12:25:25.000000+00:00\", \"2019-10-01 23:49:20.000000+00:00\", \"2022-10-16 02:24:02.000000+00:00\", \"2019-11-27 20:21:20.000000+00:00\", \"2020-01-16 08:24:01.000000+00:00\"], \"session_ids\": [\"df4ee131-d755-4080-84d0-e26be7a2e68a\", \"57131470-8307-4b38-bbab-5d989ab356b8\", \"3d4b6eb9-1a06-4569-bdea-5e912a2972eb\", \"486dd562-12df-4b51-ba52-128b529ecdf7\", \"cb0ba1f7-249a-4d77-9e4c-fad6c2d6116e\", \"df431f7e-6238-434d-8e5d-ce8dcab32991\", \"08068c27-4b8c-4b7f-8d02-903f91c7ed9b\", \"2e476b93-ee08-4076-83cd-ce5352df0d51\", \"1e6f3b1b-d837-4a44-b6cc-75f51524a80b\"], \"total_duration\": 152.0, \"total_sessions\": 9, \"mean_week_duration\": 0.792}, \"42274\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-04-17 00:33:36.000000+00:00\", \"2019-09-02 07:00:25.000000+00:00\"], \"session_ids\": [\"7b2e1006-69d9-4d92-bae1-381127ba6277\", \"858e5e70-2c68-4051-9cc6-0062012a3b09\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 4.45}, \"55820\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-19 10:21:39.000000+00:00\", \"2021-12-10 08:08:23.000000+00:00\", \"2022-03-16 17:08:38.000000+00:00\", \"2020-01-14 08:17:38.000000+00:00\", \"2019-11-18 19:05:57.000000+00:00\"], \"session_ids\": [\"d6b4727d-aef8-493b-bfab-acbfaa3533cc\", \"f526ee8b-64fd-4604-a13c-2ffd1d571f47\", \"840dc758-0de0-456c-8746-53dbf8b9544b\", \"4fa7304b-5be5-4bfe-bd5c-aa3a14f8fdde\", \"6d89d57d-7914-4e9e-aed0-144156511f59\"], \"total_duration\": 2229.0, \"total_sessions\": 5, \"mean_week_duration\": 16.036}, \"13866\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-07-25 21:16:50.000000+00:00\", \"2022-02-20 19:18:41.000000+00:00\", \"2020-07-24 02:01:00.000000+00:00\", \"2021-07-19 16:39:10.000000+00:00\", \"2019-08-14 06:04:18.000000+00:00\"], \"session_ids\": [\"4784553c-5684-497b-9395-368658aafcc3\", \"55bc7f98-d9a1-42d6-95bc-9ebf00f9ac68\", \"e0249adb-5acd-4051-834e-be44f1e70a83\", \"0745ea62-6737-480b-84f5-0fb361cd518b\", \"604c5381-7e26-4b0a-840d-7105a630f175\"], \"total_duration\": 3041.0, \"total_sessions\": 5, \"mean_week_duration\": 23.038}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_sessions"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"40471\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-13 10:40:28.000000+00:00\", \"2020-01-01 11:33:23.000000+00:00\", \"2022-06-23 10:44:19.000000+00:00\", \"2020-03-26 05:34:09.000000+00:00\", \"2022-04-19 12:25:25.000000+00:00\", \"2019-10-01 23:49:20.000000+00:00\", \"2022-10-16 02:24:02.000000+00:00\", \"2019-11-27 20:21:20.000000+00:00\", \"2020-01-16 08:24:01.000000+00:00\"], \"session_ids\": [\"df4ee131-d755-4080-84d0-e26be7a2e68a\", \"57131470-8307-4b38-bbab-5d989ab356b8\", \"3d4b6eb9-1a06-4569-bdea-5e912a2972eb\", \"486dd562-12df-4b51-ba52-128b529ecdf7\", \"cb0ba1f7-249a-4d77-9e4c-fad6c2d6116e\", \"df431f7e-6238-434d-8e5d-ce8dcab32991\", \"08068c27-4b8c-4b7f-8d02-903f91c7ed9b\", \"2e476b93-ee08-4076-83cd-ce5352df0d51\", \"1e6f3b1b-d837-4a44-b6cc-75f51524a80b\"], \"total_duration\": 152.0, \"total_sessions\": 9, \"mean_week_duration\": 0.792}}, {\"7723\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-11-06 06:47:50.000000+00:00\", \"2022-02-06 04:02:40.000000+00:00\", \"2019-07-01 18:19:40.000000+00:00\", \"2022-10-25 17:03:43.000000+00:00\", \"2019-11-01 15:33:16.000000+00:00\", \"2022-10-11 17:26:10.000000+00:00\"], \"session_ids\": [\"6cabc2e2-d491-4a5d-ac1a-866afbfded01\", \"3f462b5e-0afc-4490-ac01-c6c27f8e0e2e\", \"d009e78b-e3e1-4cff-b362-559598b3e245\", \"bd6c0903-0b76-43ca-91d3-2442dfe46724\", \"040511ae-58b0-4c67-b7b4-592387759656\", \"da5ccfd9-8522-4feb-8c52-87c2ec19c1b6\"], \"total_duration\": 109.0, \"total_sessions\": 6, \"mean_week_duration\": 0.63}}, {\"76459\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-01-22 21:57:59.000000+00:00\", \"2020-08-22 14:10:11.000000+00:00\", \"2021-03-23 17:25:34.000000+00:00\", \"2023-05-25 05:59:27.000000+00:00\", \"2021-03-25 04:20:09.000000+00:00\"], \"session_ids\": [\"0f22eea3-f68e-4912-b61d-bbb8eff68253\", \"a2c37803-39ad-4f4d-ad80-98184339d457\", \"20cc036e-7b96-48cc-b141-abfad138f2fd\", \"46f561e5-f3f9-4b62-b39e-8564ee12a29d\", \"56c34052-cd67-4211-90d0-13106f0e1a4a\"], \"total_duration\": 154.0, \"total_sessions\": 5, \"mean_week_duration\": 1.069}}, {\"55820\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-19 10:21:39.000000+00:00\", \"2021-12-10 08:08:23.000000+00:00\", \"2022-03-16 17:08:38.000000+00:00\", \"2020-01-14 08:17:38.000000+00:00\", \"2019-11-18 19:05:57.000000+00:00\"], \"session_ids\": [\"d6b4727d-aef8-493b-bfab-acbfaa3533cc\", \"f526ee8b-64fd-4604-a13c-2ffd1d571f47\", \"840dc758-0de0-456c-8746-53dbf8b9544b\", \"4fa7304b-5be5-4bfe-bd5c-aa3a14f8fdde\", \"6d89d57d-7914-4e9e-aed0-144156511f59\"], \"total_duration\": 2229.0, \"total_sessions\": 5, \"mean_week_duration\": 16.036}}, {\"13866\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-07-25 21:16:50.000000+00:00\", \"2022-02-20 19:18:41.000000+00:00\", \"2020-07-24 02:01:00.000000+00:00\", \"2021-07-19 16:39:10.000000+00:00\", \"2019-08-14 06:04:18.000000+00:00\"], \"session_ids\": [\"4784553c-5684-497b-9395-368658aafcc3\", \"55bc7f98-d9a1-42d6-95bc-9ebf00f9ac68\", \"e0249adb-5acd-4051-834e-be44f1e70a83\", \"0745ea62-6737-480b-84f5-0fb361cd518b\", \"604c5381-7e26-4b0a-840d-7105a630f175\"], \"total_duration\": 3041.0, \"total_sessions\": 5, \"mean_week_duration\": 23.038}}, {\"38503\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-07-16 00:59:30.000000+00:00\", \"2022-09-19 13:34:02.000000+00:00\", \"2019-10-29 03:57:03.000000+00:00\"], \"session_ids\": [\"0c302430-253c-4d4e-92e6-6108eb1b1df6\", \"daa4d9ee-ea06-4423-b07a-d920a69cf5e5\", \"dff313e8-27d8-4ce5-aef0-414eec82e22b\"], \"total_duration\": 533.0, \"total_sessions\": 3, \"mean_week_duration\": 3.53}}, {\"33781\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-10-18 14:39:25.000000+00:00\", \"2020-09-30 17:47:42.000000+00:00\", \"2021-08-01 02:00:03.000000+00:00\"], \"session_ids\": [\"716ac26a-46c2-4096-a4e9-87662afa3dd4\", \"8765402b-91dd-41ad-97e6-7328228b53cc\", \"62d3e0ee-bfa5-4386-99a8-0d9a7f0523e8\"], \"total_duration\": 574.0, \"total_sessions\": 3, \"mean_week_duration\": 6.106}}, {\"55615\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-01-01 15:02:19.000000+00:00\", \"2019-07-11 21:36:44.000000+00:00\"], \"session_ids\": [\"b143e500-635a-471b-bb99-59e9a23368b9\", \"569a2c90-5fd5-4f65-8e99-5f8ad784201e\"], \"total_duration\": 281.0, \"total_sessions\": 2, \"mean_week_duration\": 10.036}}, {\"42274\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-04-17 00:33:36.000000+00:00\", \"2019-09-02 07:00:25.000000+00:00\"], \"session_ids\": [\"7b2e1006-69d9-4d92-bae1-381127ba6277\", \"858e5e70-2c68-4051-9cc6-0062012a3b09\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 4.45}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 8 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"40471\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-13 10:40:28.000000+00:00\", \"2020-01-01 11:33:23.000000+00:00\", \"2022-06-23 10:44:19.000000+00:00\", \"2020-03-26 05:34:09.000000+00:00\", \"2022-04-19 12:25:25.000000+00:00\", \"2019-10-01 23:49:20.000000+00:00\", \"2022-10-16 02:24:02.000000+00:00\", \"2019-11-27 20:21:20.000000+00:00\", \"2020-01-16 08:24:01.000000+00:00\"], \"session_ids\": [\"df4ee131-d755-4080-84d0-e26be7a2e68a\", \"57131470-8307-4b38-bbab-5d989ab356b8\", \"3d4b6eb9-1a06-4569-bdea-5e912a2972eb\", \"486dd562-12df-4b51-ba52-128b529ecdf7\", \"cb0ba1f7-249a-4d77-9e4c-fad6c2d6116e\", \"df431f7e-6238-434d-8e5d-ce8dcab32991\", \"08068c27-4b8c-4b7f-8d02-903f91c7ed9b\", \"2e476b93-ee08-4076-83cd-ce5352df0d51\", \"1e6f3b1b-d837-4a44-b6cc-75f51524a80b\"], \"total_duration\": 152.0, \"total_sessions\": 9, \"mean_week_duration\": 0.792}}, {\"7723\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-11-06 06:47:50.000000+00:00\", \"2022-02-06 04:02:40.000000+00:00\", \"2019-07-01 18:19:40.000000+00:00\", \"2022-10-25 17:03:43.000000+00:00\", \"2019-11-01 15:33:16.000000+00:00\", \"2022-10-11 17:26:10.000000+00:00\"], \"session_ids\": [\"6cabc2e2-d491-4a5d-ac1a-866afbfded01\", \"3f462b5e-0afc-4490-ac01-c6c27f8e0e2e\", \"d009e78b-e3e1-4cff-b362-559598b3e245\", \"bd6c0903-0b76-43ca-91d3-2442dfe46724\", \"040511ae-58b0-4c67-b7b4-592387759656\", \"da5ccfd9-8522-4feb-8c52-87c2ec19c1b6\"], \"total_duration\": 109.0, \"total_sessions\": 6, \"mean_week_duration\": 0.63}}, {\"76459\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-01-22 21:57:59.000000+00:00\", \"2020-08-22 14:10:11.000000+00:00\", \"2021-03-23 17:25:34.000000+00:00\", \"2023-05-25 05:59:27.000000+00:00\", \"2021-03-25 04:20:09.000000+00:00\"], \"session_ids\": [\"0f22eea3-f68e-4912-b61d-bbb8eff68253\", \"a2c37803-39ad-4f4d-ad80-98184339d457\", \"20cc036e-7b96-48cc-b141-abfad138f2fd\", \"46f561e5-f3f9-4b62-b39e-8564ee12a29d\", \"56c34052-cd67-4211-90d0-13106f0e1a4a\"], \"total_duration\": 154.0, \"total_sessions\": 5, \"mean_week_duration\": 1.069}}, {\"55820\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-19 10:21:39.000000+00:00\", \"2021-12-10 08:08:23.000000+00:00\", \"2022-03-16 17:08:38.000000+00:00\", \"2020-01-14 08:17:38.000000+00:00\", \"2019-11-18 19:05:57.000000+00:00\"], \"session_ids\": [\"d6b4727d-aef8-493b-bfab-acbfaa3533cc\", \"f526ee8b-64fd-4604-a13c-2ffd1d571f47\", \"840dc758-0de0-456c-8746-53dbf8b9544b\", \"4fa7304b-5be5-4bfe-bd5c-aa3a14f8fdde\", \"6d89d57d-7914-4e9e-aed0-144156511f59\"], \"total_duration\": 2229.0, \"total_sessions\": 5, \"mean_week_duration\": 16.036}}, {\"13866\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-07-25 21:16:50.000000+00:00\", \"2022-02-20 19:18:41.000000+00:00\", \"2020-07-24 02:01:00.000000+00:00\", \"2021-07-19 16:39:10.000000+00:00\", \"2019-08-14 06:04:18.000000+00:00\"], \"session_ids\": [\"4784553c-5684-497b-9395-368658aafcc3\", \"55bc7f98-d9a1-42d6-95bc-9ebf00f9ac68\", \"e0249adb-5acd-4051-834e-be44f1e70a83\", \"0745ea62-6737-480b-84f5-0fb361cd518b\", \"604c5381-7e26-4b0a-840d-7105a630f175\"], \"total_duration\": 3041.0, \"total_sessions\": 5, \"mean_week_duration\": 23.038}}, {\"38503\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-07-16 00:59:30.000000+00:00\", \"2022-09-19 13:34:02.000000+00:00\", \"2019-10-29 03:57:03.000000+00:00\"], \"session_ids\": [\"0c302430-253c-4d4e-92e6-6108eb1b1df6\", \"daa4d9ee-ea06-4423-b07a-d920a69cf5e5\", \"dff313e8-27d8-4ce5-aef0-414eec82e22b\"], \"total_duration\": 533.0, \"total_sessions\": 3, \"mean_week_duration\": 3.53}}, {\"33781\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-10-18 14:39:25.000000+00:00\", \"2020-09-30 17:47:42.000000+00:00\", \"2021-08-01 02:00:03.000000+00:00\"], \"session_ids\": [\"716ac26a-46c2-4096-a4e9-87662afa3dd4\", \"8765402b-91dd-41ad-97e6-7328228b53cc\", \"62d3e0ee-bfa5-4386-99a8-0d9a7f0523e8\"], \"total_duration\": 574.0, \"total_sessions\": 3, \"mean_week_duration\": 6.106}}, {\"55615\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-01-01 15:02:19.000000+00:00\", \"2019-07-11 21:36:44.000000+00:00\"], \"session_ids\": [\"b143e500-635a-471b-bb99-59e9a23368b9\", \"569a2c90-5fd5-4f65-8e99-5f8ad784201e\"], \"total_duration\": 281.0, \"total_sessions\": 2, \"mean_week_duration\": 10.036}}]\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[{\"40471\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-13 10:40:28.000000+00:00\", \"2020-01-01 11:33:23.000000+00:00\", \"2022-06-23 10:44:19.000000+00:00\", \"2020-03-26 05:34:09.000000+00:00\", \"2022-04-19 12:25:25.000000+00:00\", \"2019-10-01 23:49:20.000000+00:00\", \"2022-10-16 02:24:02.000000+00:00\", \"2019-11-27 20:21:20.000000+00:00\", \"2020-01-16 08:24:01.000000+00:00\"], \"session_ids\": [\"df4ee131-d755-4080-84d0-e26be7a2e68a\", \"57131470-8307-4b38-bbab-5d989ab356b8\", \"3d4b6eb9-1a06-4569-bdea-5e912a2972eb\", \"486dd562-12df-4b51-ba52-128b529ecdf7\", \"cb0ba1f7-249a-4d77-9e4c-fad6c2d6116e\", \"df431f7e-6238-434d-8e5d-ce8dcab32991\", \"08068c27-4b8c-4b7f-8d02-903f91c7ed9b\", \"2e476b93-ee08-4076-83cd-ce5352df0d51\", \"1e6f3b1b-d837-4a44-b6cc-75f51524a80b\"], \"total_duration\": 152.0, \"total_sessions\": 9, \"mean_week_duration\": 0.792}}, {\"7723\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-11-06 06:47:50.000000+00:00\", \"2022-02-06 04:02:40.000000+00:00\", \"2019-07-01 18:19:40.000000+00:00\", \"2022-10-25 17:03:43.000000+00:00\", \"2019-11-01 15:33:16.000000+00:00\", \"2022-10-11 17:26:10.000000+00:00\"], \"session_ids\": [\"6cabc2e2-d491-4a5d-ac1a-866afbfded01\", \"3f462b5e-0afc-4490-ac01-c6c27f8e0e2e\", \"d009e78b-e3e1-4cff-b362-559598b3e245\", \"bd6c0903-0b76-43ca-91d3-2442dfe46724\", \"040511ae-58b0-4c67-b7b4-592387759656\", \"da5ccfd9-8522-4feb-8c52-87c2ec19c1b6\"], \"total_duration\": 109.0, \"total_sessions\": 6, \"mean_week_duration\": 0.63}}, {\"76459\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-01-22 21:57:59.000000+00:00\", \"2020-08-22 14:10:11.000000+00:00\", \"2021-03-23 17:25:34.000000+00:00\", \"2023-05-25 05:59:27.000000+00:00\", \"2021-03-25 04:20:09.000000+00:00\"], \"session_ids\": [\"0f22eea3-f68e-4912-b61d-bbb8eff68253\", \"a2c37803-39ad-4f4d-ad80-98184339d457\", \"20cc036e-7b96-48cc-b141-abfad138f2fd\", \"46f561e5-f3f9-4b62-b39e-8564ee12a29d\", \"56c34052-cd67-4211-90d0-13106f0e1a4a\"], \"total_duration\": 154.0, \"total_sessions\": 5, \"mean_week_duration\": 1.069}}, {\"55820\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-19 10:21:39.000000+00:00\", \"2021-12-10 08:08:23.000000+00:00\", \"2022-03-16 17:08:38.000000+00:00\", \"2020-01-14 08:17:38.000000+00:00\", \"2019-11-18 19:05:57.000000+00:00\"], \"session_ids\": [\"d6b4727d-aef8-493b-bfab-acbfaa3533cc\", \"f526ee8b-64fd-4604-a13c-2ffd1d571f47\", \"840dc758-0de0-456c-8746-53dbf8b9544b\", \"4fa7304b-5be5-4bfe-bd5c-aa3a14f8fdde\", \"6d89d57d-7914-4e9e-aed0-144156511f59\"], \"total_duration\": 2229.0, \"total_sessions\": 5, \"mean_week_duration\": 16.036}}, {\"13866\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-07-25 21:16:50.000000+00:00\", \"2022-02-20 19:18:41.000000+00:00\", \"2020-07-24 02:01:00.000000+00:00\", \"2021-07-19 16:39:10.000000+00:00\", \"2019-08-14 06:04:18.000000+00:00\"], \"session_ids\": [\"4784553c-5684-497b-9395-368658aafcc3\", \"55bc7f98-d9a1-42d6-95bc-9ebf00f9ac68\", \"e0249adb-5acd-4051-834e-be44f1e70a83\", \"0745ea62-6737-480b-84f5-0fb361cd518b\", \"604c5381-7e26-4b0a-840d-7105a630f175\"], \"total_duration\": 3041.0, \"total_sessions\": 5, \"mean_week_duration\": 23.038}}, {\"38503\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-07-16 00:59:30.000000+00:00\", \"2022-09-19 13:34:02.000000+00:00\", \"2019-10-29 03:57:03.000000+00:00\"], \"session_ids\": [\"0c302430-253c-4d4e-92e6-6108eb1b1df6\", \"daa4d9ee-ea06-4423-b07a-d920a69cf5e5\", \"dff313e8-27d8-4ce5-aef0-414eec82e22b\"], \"total_duration\": 533.0, \"total_sessions\": 3, \"mean_week_duration\": 3.53}}, {\"33781\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-10-18 14:39:25.000000+00:00\", \"2020-09-30 17:47:42.000000+00:00\", \"2021-08-01 02:00:03.000000+00:00\"], \"session_ids\": [\"716ac26a-46c2-4096-a4e9-87662afa3dd4\", \"8765402b-91dd-41ad-97e6-7328228b53cc\", \"62d3e0ee-bfa5-4386-99a8-0d9a7f0523e8\"], \"total_duration\": 574.0, \"total_sessions\": 3, \"mean_week_duration\": 6.106}}, {\"55615\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-01-01 15:02:19.000000+00:00\", \"2019-07-11 21:36:44.000000+00:00\"], \"session_ids\": [\"b143e500-635a-471b-bb99-59e9a23368b9\", \"569a2c90-5fd5-4f65-8e99-5f8ad784201e\"], \"total_duration\": 281.0, \"total_sessions\": 2, \"mean_week_duration\": 10.036}}]\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 4 users with a duration summation of sessions per week = 24 + sort by average week duration 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{\"41182\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-08-31 08:47:27.000000+00:00\", \"2023-02-17 11:05:21.000000+00:00\", \"2020-02-04 15:06:12.000000+00:00\", \"2023-04-01 02:24:31.000000+00:00\"], \"session_ids\": [\"f56e387e-f35c-48df-9d19-647d565e4669\", \"db371f0e-7cce-4893-90cd-40433a710b6b\", \"8cb1a8b0-b19c-4b2c-abeb-6727dabbb6ae\", \"38ff2a15-3cda-434b-b19e-08144945ef67\"], \"total_duration\": 334.0, \"total_sessions\": 4, \"mean_week_duration\": 2.024}, \"63888\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-09-13 20:44:37.000000+00:00\", \"2022-11-12 13:25:22.000000+00:00\"], \"session_ids\": [\"84841ae1-1d5e-4e19-9795-c5800dee1679\", \"66323f82-36bc-4d8b-8326-c7c36b586d3b\"], \"total_duration\": 123.0, \"total_sessions\": 2, \"mean_week_duration\": 2.016}, \"79451\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-11-02 02:42:11.000000+00:00\", \"2022-12-04 21:12:47.000000+00:00\"], \"session_ids\": [\"a9678562-5a12-413c-a111-2b1b322238d0\", \"a9c98177-107c-4be2-b8d3-a10ed43e9168\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 0.457}, \"99204\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-04-25 17:09:21.000000+00:00\", \"2022-01-11 17:13:24.000000+00:00\"], \"session_ids\": [\"275c8680-0b96-43e9-b4ff-3e8dd19fba4c\", \"57735eb6-c67b-40ba-872b-39955e1256ab\"], \"total_duration\": 175.0, \"total_sessions\": 2, \"mean_week_duration\": 2.612}, \"55357\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-02-02 17:57:44.000000+00:00\", \"2023-06-21 01:05:36.000000+00:00\"], \"session_ids\": [\"d4933d79-8401-4aab-abbe-943f77aeb8fa\", \"42eef44e-f8e6-4ae1-91f5-74e5d4d38244\"], \"total_duration\": 383.0, \"total_sessions\": 2, \"mean_week_duration\": 3.089}, \"17441\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2022-06-09 17:51:32.000000+00:00\", \"2019-06-04 09:02:25.000000+00:00\", \"2022-03-26 20:31:55.000000+00:00\", \"2022-07-21 23:11:28.000000+00:00\", \"2023-04-15 07:27:47.000000+00:00\"], \"session_ids\": [\"f52c6cc9-c631-4d0a-8f4c-43582b361e8a\", \"66e33765-af5d-4503-90f5-e9d50caf2e37\", \"c6f1c3e4-2f66-4cdf-ad47-0ba8db054394\", \"ae3d43c3-4388-4d5f-9a6b-58e9b5c03777\", \"57beaa31-1d5f-496a-9203-0e8ffe366c67\"], \"total_duration\": 3537.0, \"total_sessions\": 5, \"mean_week_duration\": 17.51}, \"25309\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-04-15 21:30:52.000000+00:00\", \"2020-10-15 11:10:17.000000+00:00\"], \"session_ids\": [\"c284e180-881e-48be-9c22-5d0d2d2cf21f\", \"c9f2cf96-da5e-47ac-b57a-b91d19b476e2\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 3.538}, \"47332\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-09-30 18:14:14.000000+00:00\", \"2022-08-28 00:09:12.000000+00:00\"], \"session_ids\": [\"fbbbd18b-3ab2-49b4-b1b5-c8ee414cec01\", \"02584683-0fa0-4454-a0f8-c10be360aa0a\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.191}, \"30820\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-06-21 11:36:45.000000+00:00\", \"2019-08-31 11:30:35.000000+00:00\", \"2019-07-31 12:20:47.000000+00:00\", \"2022-10-26 13:28:52.000000+00:00\", \"2022-02-22 07:12:04.000000+00:00\"], \"session_ids\": [\"afa22a6e-a348-4fc6-9cef-cf12b7c2a1fa\", \"474309d9-acd7-46b6-a801-3999c106ba19\", \"c261fa2a-754e-4524-87cd-4dda437b1452\", \"936514e1-db02-4aa4-a29f-991b141e2027\", \"ec65297b-8e38-4dfe-9212-1980accb670e\"], \"total_duration\": 41.0, \"total_sessions\": 5, \"mean_week_duration\": 0.202}, \"83562\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-08-06 12:25:57.000000+00:00\", \"2019-08-09 00:35:28.000000+00:00\"], \"session_ids\": [\"cd2d6bb5-4d39-435b-a879-95db41a55c04\", \"e15f14c2-dbc8-48bb-92dd-c801c0be7c12\"], \"total_duration\": 253.0, \"total_sessions\": 2, \"mean_week_duration\": 2.433}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are 24"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[24, 32]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I need to get information about 4 users who have total time using the app exactly 1439 and in addition put to use sorting by city title form the lowest value to the highest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"14961\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-09-07 17:06:10.000000+00:00\", \"2021-09-29 18:34:56.000000+00:00\"], \"session_ids\": [\"e3010652-90ab-40fc-a0b4-527d2a1562d9\", \"62d76bda-c37e-49d7-9e5f-21066ae50385\"], \"total_duration\": 232.0, \"total_sessions\": 2, \"mean_week_duration\": 4.735}, \"94111\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-11-01 14:22:45.000000+00:00\", \"2021-06-28 21:24:28.000000+00:00\"], \"session_ids\": [\"bcc77f9c-bab6-4ee7-a5d3-258231bf674a\", \"5c1952cd-eac0-4fdd-a0db-51dc6be73a60\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 1.8}, \"32922\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-02-16 16:23:09.000000+00:00\", \"2021-08-27 18:42:04.000000+00:00\"], \"session_ids\": [\"8e37d991-d31e-46f7-8c2a-6349f1ea8173\", \"191505e8-5841-4b79-b797-c6c8a3057917\"], \"total_duration\": 229.0, \"total_sessions\": 2, \"mean_week_duration\": 9.16}, \"25967\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-06-05 08:16:53.000000+00:00\", \"2020-04-13 17:31:31.000000+00:00\"], \"session_ids\": [\"ac5f3acb-e04c-47c1-a20f-44c931c72603\", \"28772449-601a-453a-92f5-b01b6f4202f2\"], \"total_duration\": 190.0, \"total_sessions\": 2, \"mean_week_duration\": 1.696}, \"82614\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-02-12 10:39:25.000000+00:00\", \"2020-01-04 14:02:07.000000+00:00\", \"2021-10-11 19:48:10.000000+00:00\"], \"session_ids\": [\"d7a32227-921f-4ed4-a80d-c9c819f8112e\", \"d0dc5dcd-fd33-4b5a-a9ba-b715babfef67\", \"bdd93709-b89d-4da5-a200-dbdc8e3c7ba7\"], \"total_duration\": 945.0, \"total_sessions\": 3, \"mean_week_duration\": 5.833}, \"37767\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-03-28 19:29:18.000000+00:00\", \"2019-03-20 16:05:33.000000+00:00\"], \"session_ids\": [\"5df91b98-ff82-4479-930e-17bcbb113845\", \"eca4d5d3-2808-4bf8-9113-c1381f480ca0\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 0.533}, \"16459\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-11-05 17:04:20.000000+00:00\", \"2023-04-11 18:51:55.000000+00:00\"], \"session_ids\": [\"4a2d1dcc-8d01-4f0f-a420-1ee8525407f8\", \"bc369d10-4a41-4bdd-8b8b-5e746a992f2f\"], \"total_duration\": 469.0, \"total_sessions\": 2, \"mean_week_duration\": 20.391}, \"69588\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-10-08 05:37:47.000000+00:00\", \"2020-11-08 13:57:40.000000+00:00\"], \"session_ids\": [\"d418e56c-c11f-4383-8c72-437807c2c192\", \"4a2d08bc-c589-4794-83f8-9b18a4c30799\"], \"total_duration\": 211.0, \"total_sessions\": 2, \"mean_week_duration\": 42.2}, \"33518\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-07-13 07:48:51.000000+00:00\", \"2020-11-21 12:52:40.000000+00:00\"], \"session_ids\": [\"3a1ad61c-f0b5-483f-a2db-56fd5552be47\", \"8cc2d19f-dd46-4473-84d1-4f46c7339f61\"], \"total_duration\": 422.0, \"total_sessions\": 2, \"mean_week_duration\": 12.412}, \"7303\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-03 04:30:42.000000+00:00\", \"2020-04-09 13:31:10.000000+00:00\"], \"session_ids\": [\"ead808e7-5e5b-43c3-9159-2d8dd0121c7c\", \"bccbd389-5054-4f8f-b8cc-322fe21b7616\"], \"total_duration\": 175.0, \"total_sessions\": 2, \"mean_week_duration\": 3.365}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are 1439"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"==\"]]}, \"all_values\": {\"total_duration\": [[1439, 3738]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Share insights on 7 users with a total sessoins count that is higher than 3 and lower than 8, exclusive 8 in addition implement sorting by overall total sessions decliningly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"2067\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-06-19 01:05:42.000000+00:00\", \"2020-01-03 03:08:03.000000+00:00\"], \"session_ids\": [\"055dc536-47fa-4631-9bf0-f8884ac63aed\", \"12aa241d-e447-4028-837a-cb0c72b810e1\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.186}, \"14112\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-02-11 00:49:50.000000+00:00\", \"2021-09-12 13:52:02.000000+00:00\"], \"session_ids\": [\"a6466407-5209-477e-8610-2fd3fbf3180b\", \"f806531d-1fbb-42eb-9e61-d72feb023495\"], \"total_duration\": 333.0, \"total_sessions\": 2, \"mean_week_duration\": 2.467}, \"98329\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-03-23 10:06:31.000000+00:00\", \"2020-05-28 00:29:18.000000+00:00\"], \"session_ids\": [\"abaaf1f2-8070-4691-adaf-3f6ca4b3af5e\", \"8e0da2ed-38c8-448b-af1e-8894d77c1454\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 6.023}, \"13751\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-11-09 19:53:03.000000+00:00\", \"2020-10-31 12:55:53.000000+00:00\", \"2022-06-23 03:38:27.000000+00:00\", \"2022-09-26 20:53:18.000000+00:00\", \"2019-01-12 13:57:11.000000+00:00\", \"2020-01-13 00:10:52.000000+00:00\", \"2022-05-23 21:15:52.000000+00:00\", \"2022-09-09 06:59:38.000000+00:00\", \"2020-04-20 17:26:26.000000+00:00\", \"2019-08-26 13:53:57.000000+00:00\"], \"session_ids\": [\"becc0497-deea-45ea-bff8-35ce11c6e0eb\", \"0e2e3a1d-a1c8-4e2c-81c6-1ac6f7a9748b\", \"501fff51-d079-4e24-82ea-9972b8d63b6a\", \"855f84ce-6c5a-4ae8-8b94-f25312e3337d\", \"ac77bf77-42e4-4d43-86c2-304f9956a29b\", \"f5d4c758-e149-4ca7-8f97-c6bbe9f46973\", \"370ba250-bdb5-433f-8715-fd0a30c4dd43\", \"b2adbcba-7433-4637-8575-a20a95ced3b8\", \"efaeafb8-387f-48e1-ba82-c5071d4b7b09\", \"51de303a-5868-440c-b7b1-175000ee07a4\"], \"total_duration\": 10649.0, \"total_sessions\": 10, \"mean_week_duration\": 53.245}, \"42637\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-02-20 15:57:20.000000+00:00\", \"2021-08-24 11:55:23.000000+00:00\", \"2022-07-07 21:18:13.000000+00:00\", \"2021-02-15 19:51:30.000000+00:00\", \"2020-12-07 02:38:42.000000+00:00\", \"2020-05-30 00:04:32.000000+00:00\", \"2020-12-28 23:23:41.000000+00:00\", \"2020-08-12 03:32:18.000000+00:00\"], \"session_ids\": [\"1c48d56c-d959-4a98-9189-ba8055c528fe\", \"0efcdee4-24a2-454d-8a1a-21a3f732e3f3\", \"54f0b231-beb5-4120-8209-01e68f975388\", \"096fefb0-89ff-4495-ae6f-0e1b00518c0d\", \"cd12153e-663e-4131-9d56-9bb13b379f80\", \"79b6b87d-c94f-44a5-9a12-e58ecd45cd22\", \"9aec0780-ae41-47e5-ba77-546456c8ea54\", \"dbbc56ff-f0d0-45e4-a06b-b44a0f44457b\"], \"total_duration\": 2804.0, \"total_sessions\": 8, \"mean_week_duration\": 15.842}, \"50028\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-07-16 06:34:09.000000+00:00\", \"2023-05-15 21:35:36.000000+00:00\"], \"session_ids\": [\"57b1a5de-c209-4596-9c26-8ac426401b7d\", \"10271268-8be0-4b94-9789-c81b05bc490f\"], \"total_duration\": 465.0, \"total_sessions\": 2, \"mean_week_duration\": 10.568}, \"52700\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-01-27 23:15:02.000000+00:00\", \"2021-11-07 19:36:15.000000+00:00\", \"2019-03-12 23:43:30.000000+00:00\", \"2021-03-11 21:26:29.000000+00:00\", \"2020-05-29 06:47:03.000000+00:00\", \"2021-11-13 18:46:44.000000+00:00\", \"2019-07-21 21:25:35.000000+00:00\", \"2021-04-16 08:59:16.000000+00:00\"], \"session_ids\": [\"abb62c9b-8fa6-4b2d-9504-8b09c99ff6ba\", \"fa1daaa5-8fa6-4aec-bd1b-c3626b11a637\", \"26305e36-cc02-4bbc-a23b-6087bd42c908\", \"ca474cd9-ea49-478e-8ea0-0a079cca5cb9\", \"69d53591-cd1a-4c85-bdbb-603002ba995e\", \"7ee5f67d-4555-4859-a3b0-c8a5a56a192e\", \"e3d22399-c3ec-479f-9665-36b538fb23c4\", \"1243a4d1-2f5a-4785-8c49-dd95665ba5bf\"], \"total_duration\": 4419.0, \"total_sessions\": 8, \"mean_week_duration\": 31.564}, \"54592\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-01-27 09:32:35.000000+00:00\", \"2022-01-30 10:23:30.000000+00:00\"], \"session_ids\": [\"e73d6031-58e7-409f-b76f-8e4a1d0da7e6\", \"77ec68c1-baa1-41ed-ac0e-2e7e18dd9803\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.404}, \"2101\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-05-22 12:50:14.000000+00:00\", \"2021-10-20 12:59:50.000000+00:00\"], \"session_ids\": [\"b4c97e7b-2a33-41a9-afb0-63041325e2c9\", \"857c4027-09b2-4812-8c91-c37578b8b3a9\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 1.351}, \"74734\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-06-29 13:23:18.000000+00:00\", \"2019-10-16 11:29:25.000000+00:00\"], \"session_ids\": [\"5f249d54-0856-42b9-ab6c-a344a9f36af9\", \"4ba9117d-2c9d-4c86-8895-8efaaab25525\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 2.938}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or greater than 3 and are less than 8"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_sessions\": [[3, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about user who isn't a resident of city San Salvador , and carry out sorting by count of sessions form the highest to the lowest."
}
] |
[
{
"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{\"3139\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-03-31 03:28:52.000000+00:00\", \"2023-04-26 12:24:34.000000+00:00\", \"2021-07-20 14:05:09.000000+00:00\"], \"session_ids\": [\"4da109ec-9972-46af-adf1-8bd66fdd4352\", \"46f1f918-ddab-415a-a4b4-ec93259e4bc3\", \"9cfa0502-bf83-4a46-9af6-59eccd478da9\"], \"total_duration\": 29.0, \"total_sessions\": 3, \"mean_week_duration\": 0.269}, \"85285\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2021-04-03 02:34:35.000000+00:00\", \"2020-07-05 04:56:05.000000+00:00\", \"2021-09-24 05:19:51.000000+00:00\", \"2022-01-24 16:38:10.000000+00:00\", \"2020-11-11 10:46:09.000000+00:00\", \"2021-01-09 15:27:28.000000+00:00\", \"2019-06-15 02:40:35.000000+00:00\", \"2022-08-27 13:18:55.000000+00:00\"], \"session_ids\": [\"16d0749e-deac-478c-9330-cac26f076b1b\", \"1ee3cb58-f415-46cd-835e-b0740e146ed3\", \"9448ec11-01bf-4832-87ef-24f82eb6bc1d\", \"e0dd79fc-618a-49a8-b94d-651cdfd9e51f\", \"24d1e197-7528-4677-8a88-90ae2306673f\", \"da1c93f1-40ef-4b4c-9554-00ff92d5ad82\", \"53bff8b2-808e-4d13-9439-67bef7ed7bce\", \"99476707-f6d1-4391-bf97-8be1666462fa\"], \"total_duration\": 792.0, \"total_sessions\": 8, \"mean_week_duration\": 4.743}, \"43496\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-07-13 06:04:28.000000+00:00\", \"2021-06-03 06:51:26.000000+00:00\"], \"session_ids\": [\"59767892-58f1-48dd-9ec1-36c438b55619\", \"c467cf69-3fb9-452c-8413-5c24af2f1580\"], \"total_duration\": 362.0, \"total_sessions\": 2, \"mean_week_duration\": 60.333}, \"23638\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-01-09 17:43:56.000000+00:00\", \"2021-04-16 04:37:41.000000+00:00\"], \"session_ids\": [\"a7ddf50b-91f7-48dc-ac23-704499660f5d\", \"3a162cca-201a-4fdb-a5a4-da42ba45c7af\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 3.42}, \"34128\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 8, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-07-17 09:47:08.000000+00:00\", \"2023-01-23 03:20:32.000000+00:00\"], \"session_ids\": [\"72f9eb31-0311-47e9-8547-23203e9f8a54\", \"6cfe5544-9b65-4cde-a80b-2fd24f5a8e0f\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 0.435}, \"80687\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-11-22 12:46:38.000000+00:00\", \"2022-09-19 06:19:36.000000+00:00\"], \"session_ids\": [\"38a282d9-9888-420b-8931-578699676858\", \"a395928c-500f-4b0f-904e-511a23852341\"], \"total_duration\": 334.0, \"total_sessions\": 2, \"mean_week_duration\": 3.516}, \"54256\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-07-17 14:59:58.000000+00:00\", \"2021-05-16 02:30:04.000000+00:00\"], \"session_ids\": [\"1f3b2b3c-0fe0-41e4-96d2-6644f9872815\", \"fcfaa2eb-620f-4c69-8cad-5dec69aac15b\"], \"total_duration\": 175.0, \"total_sessions\": 2, \"mean_week_duration\": 1.823}, \"60179\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-03-25 02:17:09.000000+00:00\", \"2021-06-16 09:04:26.000000+00:00\"], \"session_ids\": [\"7fc9e0b5-de7b-4f26-bb68-bea94436ed4d\", \"b624fdfa-7d72-4e42-bb28-3603f898cecd\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 1.317}, \"39463\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2021-02-03 09:03:17.000000+00:00\", \"2022-07-19 10:46:05.000000+00:00\"], \"session_ids\": [\"64b57ce4-373f-45df-8689-761918ddfe2c\", \"06673edc-6b11-4bf7-b962-7973f441ac5a\"], \"total_duration\": 237.0, \"total_sessions\": 2, \"mean_week_duration\": 3.118}, \"25376\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-12-01 01:49:30.000000+00:00\", \"2022-10-25 13:12:59.000000+00:00\"], \"session_ids\": [\"1eb2eda0-84d4-49ce-8f71-345bbce5fcbc\", \"472753c5-2189-4912-84df-9a254d356b28\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 2.872}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not San Salvador"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"San Salvador\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"3139\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-03-31 03:28:52.000000+00:00\", \"2023-04-26 12:24:34.000000+00:00\", \"2021-07-20 14:05:09.000000+00:00\"], \"session_ids\": [\"4da109ec-9972-46af-adf1-8bd66fdd4352\", \"46f1f918-ddab-415a-a4b4-ec93259e4bc3\", \"9cfa0502-bf83-4a46-9af6-59eccd478da9\"], \"total_duration\": 29.0, \"total_sessions\": 3, \"mean_week_duration\": 0.269}, \"85285\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2021-04-03 02:34:35.000000+00:00\", \"2020-07-05 04:56:05.000000+00:00\", \"2021-09-24 05:19:51.000000+00:00\", \"2022-01-24 16:38:10.000000+00:00\", \"2020-11-11 10:46:09.000000+00:00\", \"2021-01-09 15:27:28.000000+00:00\", \"2019-06-15 02:40:35.000000+00:00\", \"2022-08-27 13:18:55.000000+00:00\"], \"session_ids\": [\"16d0749e-deac-478c-9330-cac26f076b1b\", \"1ee3cb58-f415-46cd-835e-b0740e146ed3\", \"9448ec11-01bf-4832-87ef-24f82eb6bc1d\", \"e0dd79fc-618a-49a8-b94d-651cdfd9e51f\", \"24d1e197-7528-4677-8a88-90ae2306673f\", \"da1c93f1-40ef-4b4c-9554-00ff92d5ad82\", \"53bff8b2-808e-4d13-9439-67bef7ed7bce\", \"99476707-f6d1-4391-bf97-8be1666462fa\"], \"total_duration\": 792.0, \"total_sessions\": 8, \"mean_week_duration\": 4.743}, \"43496\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-07-13 06:04:28.000000+00:00\", \"2021-06-03 06:51:26.000000+00:00\"], \"session_ids\": [\"59767892-58f1-48dd-9ec1-36c438b55619\", \"c467cf69-3fb9-452c-8413-5c24af2f1580\"], \"total_duration\": 362.0, \"total_sessions\": 2, \"mean_week_duration\": 60.333}, \"23638\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-01-09 17:43:56.000000+00:00\", \"2021-04-16 04:37:41.000000+00:00\"], \"session_ids\": [\"a7ddf50b-91f7-48dc-ac23-704499660f5d\", \"3a162cca-201a-4fdb-a5a4-da42ba45c7af\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 3.42}, \"34128\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 8, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-07-17 09:47:08.000000+00:00\", \"2023-01-23 03:20:32.000000+00:00\"], \"session_ids\": [\"72f9eb31-0311-47e9-8547-23203e9f8a54\", \"6cfe5544-9b65-4cde-a80b-2fd24f5a8e0f\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 0.435}, \"80687\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-11-22 12:46:38.000000+00:00\", \"2022-09-19 06:19:36.000000+00:00\"], \"session_ids\": [\"38a282d9-9888-420b-8931-578699676858\", \"a395928c-500f-4b0f-904e-511a23852341\"], \"total_duration\": 334.0, \"total_sessions\": 2, \"mean_week_duration\": 3.516}, \"54256\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-07-17 14:59:58.000000+00:00\", \"2021-05-16 02:30:04.000000+00:00\"], \"session_ids\": [\"1f3b2b3c-0fe0-41e4-96d2-6644f9872815\", \"fcfaa2eb-620f-4c69-8cad-5dec69aac15b\"], \"total_duration\": 175.0, \"total_sessions\": 2, \"mean_week_duration\": 1.823}, \"60179\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-03-25 02:17:09.000000+00:00\", \"2021-06-16 09:04:26.000000+00:00\"], \"session_ids\": [\"7fc9e0b5-de7b-4f26-bb68-bea94436ed4d\", \"b624fdfa-7d72-4e42-bb28-3603f898cecd\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 1.317}, \"39463\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2021-02-03 09:03:17.000000+00:00\", \"2022-07-19 10:46:05.000000+00:00\"], \"session_ids\": [\"64b57ce4-373f-45df-8689-761918ddfe2c\", \"06673edc-6b11-4bf7-b962-7973f441ac5a\"], \"total_duration\": 237.0, \"total_sessions\": 2, \"mean_week_duration\": 3.118}, \"25376\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-12-01 01:49:30.000000+00:00\", \"2022-10-25 13:12:59.000000+00:00\"], \"session_ids\": [\"1eb2eda0-84d4-49ce-8f71-345bbce5fcbc\", \"472753c5-2189-4912-84df-9a254d356b28\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 2.872}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"85285\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2021-04-03 02:34:35.000000+00:00\", \"2020-07-05 04:56:05.000000+00:00\", \"2021-09-24 05:19:51.000000+00:00\", \"2022-01-24 16:38:10.000000+00:00\", \"2020-11-11 10:46:09.000000+00:00\", \"2021-01-09 15:27:28.000000+00:00\", \"2019-06-15 02:40:35.000000+00:00\", \"2022-08-27 13:18:55.000000+00:00\"], \"session_ids\": [\"16d0749e-deac-478c-9330-cac26f076b1b\", \"1ee3cb58-f415-46cd-835e-b0740e146ed3\", \"9448ec11-01bf-4832-87ef-24f82eb6bc1d\", \"e0dd79fc-618a-49a8-b94d-651cdfd9e51f\", \"24d1e197-7528-4677-8a88-90ae2306673f\", \"da1c93f1-40ef-4b4c-9554-00ff92d5ad82\", \"53bff8b2-808e-4d13-9439-67bef7ed7bce\", \"99476707-f6d1-4391-bf97-8be1666462fa\"], \"total_duration\": 792.0, \"total_sessions\": 8, \"mean_week_duration\": 4.743}}, {\"3139\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-03-31 03:28:52.000000+00:00\", \"2023-04-26 12:24:34.000000+00:00\", \"2021-07-20 14:05:09.000000+00:00\"], \"session_ids\": [\"4da109ec-9972-46af-adf1-8bd66fdd4352\", \"46f1f918-ddab-415a-a4b4-ec93259e4bc3\", \"9cfa0502-bf83-4a46-9af6-59eccd478da9\"], \"total_duration\": 29.0, \"total_sessions\": 3, \"mean_week_duration\": 0.269}}, {\"43496\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-07-13 06:04:28.000000+00:00\", \"2021-06-03 06:51:26.000000+00:00\"], \"session_ids\": [\"59767892-58f1-48dd-9ec1-36c438b55619\", \"c467cf69-3fb9-452c-8413-5c24af2f1580\"], \"total_duration\": 362.0, \"total_sessions\": 2, \"mean_week_duration\": 60.333}}, {\"23638\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-01-09 17:43:56.000000+00:00\", \"2021-04-16 04:37:41.000000+00:00\"], \"session_ids\": [\"a7ddf50b-91f7-48dc-ac23-704499660f5d\", \"3a162cca-201a-4fdb-a5a4-da42ba45c7af\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 3.42}}, {\"34128\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 8, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-07-17 09:47:08.000000+00:00\", \"2023-01-23 03:20:32.000000+00:00\"], \"session_ids\": [\"72f9eb31-0311-47e9-8547-23203e9f8a54\", \"6cfe5544-9b65-4cde-a80b-2fd24f5a8e0f\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 0.435}}, {\"80687\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-11-22 12:46:38.000000+00:00\", \"2022-09-19 06:19:36.000000+00:00\"], \"session_ids\": [\"38a282d9-9888-420b-8931-578699676858\", \"a395928c-500f-4b0f-904e-511a23852341\"], \"total_duration\": 334.0, \"total_sessions\": 2, \"mean_week_duration\": 3.516}}, {\"54256\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-07-17 14:59:58.000000+00:00\", \"2021-05-16 02:30:04.000000+00:00\"], \"session_ids\": [\"1f3b2b3c-0fe0-41e4-96d2-6644f9872815\", \"fcfaa2eb-620f-4c69-8cad-5dec69aac15b\"], \"total_duration\": 175.0, \"total_sessions\": 2, \"mean_week_duration\": 1.823}}, {\"60179\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-03-25 02:17:09.000000+00:00\", \"2021-06-16 09:04:26.000000+00:00\"], \"session_ids\": [\"7fc9e0b5-de7b-4f26-bb68-bea94436ed4d\", \"b624fdfa-7d72-4e42-bb28-3603f898cecd\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 1.317}}, {\"39463\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2021-02-03 09:03:17.000000+00:00\", \"2022-07-19 10:46:05.000000+00:00\"], \"session_ids\": [\"64b57ce4-373f-45df-8689-761918ddfe2c\", \"06673edc-6b11-4bf7-b962-7973f441ac5a\"], \"total_duration\": 237.0, \"total_sessions\": 2, \"mean_week_duration\": 3.118}}, {\"25376\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-12-01 01:49:30.000000+00:00\", \"2022-10-25 13:12:59.000000+00:00\"], \"session_ids\": [\"1eb2eda0-84d4-49ce-8f71-345bbce5fcbc\", \"472753c5-2189-4912-84df-9a254d356b28\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 2.872}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 1 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"85285\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2021-04-03 02:34:35.000000+00:00\", \"2020-07-05 04:56:05.000000+00:00\", \"2021-09-24 05:19:51.000000+00:00\", \"2022-01-24 16:38:10.000000+00:00\", \"2020-11-11 10:46:09.000000+00:00\", \"2021-01-09 15:27:28.000000+00:00\", \"2019-06-15 02:40:35.000000+00:00\", \"2022-08-27 13:18:55.000000+00:00\"], \"session_ids\": [\"16d0749e-deac-478c-9330-cac26f076b1b\", \"1ee3cb58-f415-46cd-835e-b0740e146ed3\", \"9448ec11-01bf-4832-87ef-24f82eb6bc1d\", \"e0dd79fc-618a-49a8-b94d-651cdfd9e51f\", \"24d1e197-7528-4677-8a88-90ae2306673f\", \"da1c93f1-40ef-4b4c-9554-00ff92d5ad82\", \"53bff8b2-808e-4d13-9439-67bef7ed7bce\", \"99476707-f6d1-4391-bf97-8be1666462fa\"], \"total_duration\": 792.0, \"total_sessions\": 8, \"mean_week_duration\": 4.743}}]\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[{\"85285\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2021-04-03 02:34:35.000000+00:00\", \"2020-07-05 04:56:05.000000+00:00\", \"2021-09-24 05:19:51.000000+00:00\", \"2022-01-24 16:38:10.000000+00:00\", \"2020-11-11 10:46:09.000000+00:00\", \"2021-01-09 15:27:28.000000+00:00\", \"2019-06-15 02:40:35.000000+00:00\", \"2022-08-27 13:18:55.000000+00:00\"], \"session_ids\": [\"16d0749e-deac-478c-9330-cac26f076b1b\", \"1ee3cb58-f415-46cd-835e-b0740e146ed3\", \"9448ec11-01bf-4832-87ef-24f82eb6bc1d\", \"e0dd79fc-618a-49a8-b94d-651cdfd9e51f\", \"24d1e197-7528-4677-8a88-90ae2306673f\", \"da1c93f1-40ef-4b4c-9554-00ff92d5ad82\", \"53bff8b2-808e-4d13-9439-67bef7ed7bce\", \"99476707-f6d1-4391-bf97-8be1666462fa\"], \"total_duration\": 792.0, \"total_sessions\": 8, \"mean_week_duration\": 4.743}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please provide insights on 7 users who are bot users based on sessions summation plus apply sorting by all sessions quantity from the largest to the smallest , and show me only 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"12195\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-02-27 20:27:22.000000+00:00\", \"2023-04-19 12:33:17.000000+00:00\"], \"session_ids\": [\"cdd29b92-a62e-421a-bc57-7ad9b4f28134\", \"228c15dd-1b39-4377-9d13-3c7ad5a5d682\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 22.625}, \"38877\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-08-03 06:08:37.000000+00:00\", \"2020-09-10 06:02:44.000000+00:00\"], \"session_ids\": [\"deb49d7a-fe30-4a42-b781-ab0a84949b42\", \"8661e817-d063-4939-b7ab-423267182017\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 4.833}, \"20148\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-12-25 10:46:10.000000+00:00\", \"2019-12-30 01:04:25.000000+00:00\"], \"session_ids\": [\"b0431e53-43a5-4d6d-9ff1-224b7476b523\", \"ca492f40-da5c-4e49-be2f-2ee49843919e\"], \"total_duration\": 482.0, \"total_sessions\": 2, \"mean_week_duration\": 482.0}, \"16350\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-09-09 05:36:53.000000+00:00\", \"2019-01-27 00:01:42.000000+00:00\", \"2019-03-18 23:27:22.000000+00:00\", \"2022-10-09 14:42:14.000000+00:00\", \"2022-05-19 00:36:38.000000+00:00\", \"2021-05-25 08:07:27.000000+00:00\", \"2021-04-24 21:10:24.000000+00:00\", \"2022-10-25 15:24:59.000000+00:00\", \"2023-05-01 18:12:58.000000+00:00\", \"2022-04-15 02:29:43.000000+00:00\"], \"session_ids\": [\"6feb7d85-9405-4453-a7d5-748f10783683\", \"a8a2051d-10bf-4cc6-a39a-661120c3a1a4\", \"8dc79df4-8a98-4a46-94ef-276f33c4b037\", \"2bbc5527-4852-4a2c-bd83-12270fac9b7c\", \"b2565710-f03f-4e34-91bf-b6c6e8e1ecad\", \"551a18ed-98c7-49b1-b178-64062aded38a\", \"5cc19ea9-09f5-4f90-96e4-f135905b5a04\", \"fe262565-047a-415d-8aa9-8270f6fc80cc\", \"22cecaa5-3ee3-4f92-b7c5-9a44fafe01ba\", \"7ad54524-4383-4ae0-bf6b-33e62ce93256\"], \"total_duration\": 24398.0, \"total_sessions\": 10, \"mean_week_duration\": 109.408}, \"65090\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2019-07-10 12:09:17.000000+00:00\", \"2023-02-19 17:48:08.000000+00:00\"], \"session_ids\": [\"5aa505e6-8d74-4e39-83a6-58af011f2d2f\", \"8e810e1c-adfe-48b0-a8a5-40d5636bdd6a\"], \"total_duration\": 460.0, \"total_sessions\": 2, \"mean_week_duration\": 2.434}, \"57736\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-11-02 23:32:21.000000+00:00\", \"2020-02-15 12:03:03.000000+00:00\", \"2020-05-01 15:54:49.000000+00:00\", \"2022-06-22 09:41:03.000000+00:00\", \"2021-12-16 13:57:43.000000+00:00\"], \"session_ids\": [\"b0034170-6050-40b2-9483-406dd723758e\", \"5dcbd1f4-f1aa-407a-a64d-0a3db36e8811\", \"551c4134-1c1f-4b31-801b-422c4944e93c\", \"5b7922a4-f11b-474d-b236-c353540cd4c0\", \"1e5d9441-9336-46d6-997e-d75296eb8bf0\"], \"total_duration\": 820.0, \"total_sessions\": 5, \"mean_week_duration\": 5.942}, \"54690\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-02-20 18:31:55.000000+00:00\", \"2019-06-26 09:34:46.000000+00:00\"], \"session_ids\": [\"053cf648-18a8-4ecf-9703-f48b3bf25825\", \"74adae4c-1030-4a2d-9995-e17c8e3a4889\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 4.778}, \"34233\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-08-22 06:08:29.000000+00:00\", \"2021-03-21 07:33:31.000000+00:00\"], \"session_ids\": [\"82c7d587-c45b-417c-bee9-3c168d77e438\", \"dcd2f853-f0d9-4ed7-8294-f9a3381e1070\"], \"total_duration\": 326.0, \"total_sessions\": 2, \"mean_week_duration\": 3.928}, \"48807\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-22 16:27:45.000000+00:00\", \"2021-02-16 07:30:14.000000+00:00\"], \"session_ids\": [\"b1839fa6-f7a8-4aac-92ec-dada1f0879be\", \"e13c7e2f-22cf-472f-85e3-044541f9cc6c\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 4.031}, \"98582\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-11-05 04:10:06.000000+00:00\", \"2022-03-29 04:52:59.000000+00:00\", \"2022-11-24 08:01:39.000000+00:00\", \"2019-07-19 20:22:12.000000+00:00\"], \"session_ids\": [\"ed076007-ba9e-4435-b86c-42f329df2575\", \"1f9eb5eb-3c56-42be-8358-8f04f3134224\", \"7f228402-21f5-4313-a2d1-fedd015becd5\", \"045ca368-28d8-42d5-9d80-341f14ecfc4d\"], \"total_duration\": 364.0, \"total_sessions\": 4, \"mean_week_duration\": 2.08}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the lowest 7 total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": false, \"quant_to_remain\": 7}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"12195\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-02-27 20:27:22.000000+00:00\", \"2023-04-19 12:33:17.000000+00:00\"], \"session_ids\": [\"cdd29b92-a62e-421a-bc57-7ad9b4f28134\", \"228c15dd-1b39-4377-9d13-3c7ad5a5d682\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 22.625}}, {\"38877\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-08-03 06:08:37.000000+00:00\", \"2020-09-10 06:02:44.000000+00:00\"], \"session_ids\": [\"deb49d7a-fe30-4a42-b781-ab0a84949b42\", \"8661e817-d063-4939-b7ab-423267182017\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 4.833}}, {\"20148\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-12-25 10:46:10.000000+00:00\", \"2019-12-30 01:04:25.000000+00:00\"], \"session_ids\": [\"b0431e53-43a5-4d6d-9ff1-224b7476b523\", \"ca492f40-da5c-4e49-be2f-2ee49843919e\"], \"total_duration\": 482.0, \"total_sessions\": 2, \"mean_week_duration\": 482.0}}, {\"65090\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2019-07-10 12:09:17.000000+00:00\", \"2023-02-19 17:48:08.000000+00:00\"], \"session_ids\": [\"5aa505e6-8d74-4e39-83a6-58af011f2d2f\", \"8e810e1c-adfe-48b0-a8a5-40d5636bdd6a\"], \"total_duration\": 460.0, \"total_sessions\": 2, \"mean_week_duration\": 2.434}}, {\"54690\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-02-20 18:31:55.000000+00:00\", \"2019-06-26 09:34:46.000000+00:00\"], \"session_ids\": [\"053cf648-18a8-4ecf-9703-f48b3bf25825\", \"74adae4c-1030-4a2d-9995-e17c8e3a4889\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 4.778}}, {\"34233\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-08-22 06:08:29.000000+00:00\", \"2021-03-21 07:33:31.000000+00:00\"], \"session_ids\": [\"82c7d587-c45b-417c-bee9-3c168d77e438\", \"dcd2f853-f0d9-4ed7-8294-f9a3381e1070\"], \"total_duration\": 326.0, \"total_sessions\": 2, \"mean_week_duration\": 3.928}}, {\"48807\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-22 16:27:45.000000+00:00\", \"2021-02-16 07:30:14.000000+00:00\"], \"session_ids\": [\"b1839fa6-f7a8-4aac-92ec-dada1f0879be\", \"e13c7e2f-22cf-472f-85e3-044541f9cc6c\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 4.031}}]\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[{\"12195\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-02-27 20:27:22.000000+00:00\", \"2023-04-19 12:33:17.000000+00:00\"], \"session_ids\": [\"cdd29b92-a62e-421a-bc57-7ad9b4f28134\", \"228c15dd-1b39-4377-9d13-3c7ad5a5d682\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 22.625}}, {\"38877\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-08-03 06:08:37.000000+00:00\", \"2020-09-10 06:02:44.000000+00:00\"], \"session_ids\": [\"deb49d7a-fe30-4a42-b781-ab0a84949b42\", \"8661e817-d063-4939-b7ab-423267182017\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 4.833}}, {\"20148\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-12-25 10:46:10.000000+00:00\", \"2019-12-30 01:04:25.000000+00:00\"], \"session_ids\": [\"b0431e53-43a5-4d6d-9ff1-224b7476b523\", \"ca492f40-da5c-4e49-be2f-2ee49843919e\"], \"total_duration\": 482.0, \"total_sessions\": 2, \"mean_week_duration\": 482.0}}, {\"65090\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2019-07-10 12:09:17.000000+00:00\", \"2023-02-19 17:48:08.000000+00:00\"], \"session_ids\": [\"5aa505e6-8d74-4e39-83a6-58af011f2d2f\", \"8e810e1c-adfe-48b0-a8a5-40d5636bdd6a\"], \"total_duration\": 460.0, \"total_sessions\": 2, \"mean_week_duration\": 2.434}}, {\"54690\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-02-20 18:31:55.000000+00:00\", \"2019-06-26 09:34:46.000000+00:00\"], \"session_ids\": [\"053cf648-18a8-4ecf-9703-f48b3bf25825\", \"74adae4c-1030-4a2d-9995-e17c8e3a4889\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 4.778}}, {\"34233\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-08-22 06:08:29.000000+00:00\", \"2021-03-21 07:33:31.000000+00:00\"], \"session_ids\": [\"82c7d587-c45b-417c-bee9-3c168d77e438\", \"dcd2f853-f0d9-4ed7-8294-f9a3381e1070\"], \"total_duration\": 326.0, \"total_sessions\": 2, \"mean_week_duration\": 3.928}}, {\"48807\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-22 16:27:45.000000+00:00\", \"2021-02-16 07:30:14.000000+00:00\"], \"session_ids\": [\"b1839fa6-f7a8-4aac-92ec-dada1f0879be\", \"e13c7e2f-22cf-472f-85e3-044541f9cc6c\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 4.031}}]\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[{\"12195\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-02-27 20:27:22.000000+00:00\", \"2023-04-19 12:33:17.000000+00:00\"], \"session_ids\": [\"cdd29b92-a62e-421a-bc57-7ad9b4f28134\", \"228c15dd-1b39-4377-9d13-3c7ad5a5d682\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 22.625}}, {\"38877\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-08-03 06:08:37.000000+00:00\", \"2020-09-10 06:02:44.000000+00:00\"], \"session_ids\": [\"deb49d7a-fe30-4a42-b781-ab0a84949b42\", \"8661e817-d063-4939-b7ab-423267182017\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 4.833}}, {\"20148\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-12-25 10:46:10.000000+00:00\", \"2019-12-30 01:04:25.000000+00:00\"], \"session_ids\": [\"b0431e53-43a5-4d6d-9ff1-224b7476b523\", \"ca492f40-da5c-4e49-be2f-2ee49843919e\"], \"total_duration\": 482.0, \"total_sessions\": 2, \"mean_week_duration\": 482.0}}, {\"65090\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2019-07-10 12:09:17.000000+00:00\", \"2023-02-19 17:48:08.000000+00:00\"], \"session_ids\": [\"5aa505e6-8d74-4e39-83a6-58af011f2d2f\", \"8e810e1c-adfe-48b0-a8a5-40d5636bdd6a\"], \"total_duration\": 460.0, \"total_sessions\": 2, \"mean_week_duration\": 2.434}}]\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[{\"12195\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-02-27 20:27:22.000000+00:00\", \"2023-04-19 12:33:17.000000+00:00\"], \"session_ids\": [\"cdd29b92-a62e-421a-bc57-7ad9b4f28134\", \"228c15dd-1b39-4377-9d13-3c7ad5a5d682\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 22.625}}, {\"38877\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-08-03 06:08:37.000000+00:00\", \"2020-09-10 06:02:44.000000+00:00\"], \"session_ids\": [\"deb49d7a-fe30-4a42-b781-ab0a84949b42\", \"8661e817-d063-4939-b7ab-423267182017\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 4.833}}, {\"20148\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-12-25 10:46:10.000000+00:00\", \"2019-12-30 01:04:25.000000+00:00\"], \"session_ids\": [\"b0431e53-43a5-4d6d-9ff1-224b7476b523\", \"ca492f40-da5c-4e49-be2f-2ee49843919e\"], \"total_duration\": 482.0, \"total_sessions\": 2, \"mean_week_duration\": 482.0}}, {\"65090\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2019-07-10 12:09:17.000000+00:00\", \"2023-02-19 17:48:08.000000+00:00\"], \"session_ids\": [\"5aa505e6-8d74-4e39-83a6-58af011f2d2f\", \"8e810e1c-adfe-48b0-a8a5-40d5636bdd6a\"], \"total_duration\": 460.0, \"total_sessions\": 2, \"mean_week_duration\": 2.434}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about 4 users who have duration summation bigger than 2069 plus carry out sorting by city title ascendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"15696\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-08-02 05:19:48.000000+00:00\", \"2021-12-29 04:50:02.000000+00:00\", \"2021-11-20 05:16:29.000000+00:00\", \"2023-06-11 15:44:15.000000+00:00\", \"2020-09-23 00:37:49.000000+00:00\"], \"session_ids\": [\"d0c4b77b-d151-4bdb-9d49-20bad6331448\", \"b36dc3bf-700e-46c6-843d-a14f3ec89569\", \"8fe2b883-41f9-44b2-bfe5-b3052995d5ef\", \"2f77739e-68df-4131-b0b3-483ffa1fff43\", \"a1cb6ad2-fedd-4a71-bfdb-966b12c13a7c\"], \"total_duration\": 109.0, \"total_sessions\": 5, \"mean_week_duration\": 0.768}, \"80592\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-08-07 20:52:43.000000+00:00\", \"2019-08-11 05:51:53.000000+00:00\", \"2019-06-01 06:27:22.000000+00:00\"], \"session_ids\": [\"5e5c1506-ef10-4fc1-9b9a-fe374bfeb3b2\", \"d66ffffd-6cc9-40d8-943b-b7ac2d5eef78\", \"ea2bdab3-2b6b-4da4-aec0-b7c671ca396d\"], \"total_duration\": 606.0, \"total_sessions\": 3, \"mean_week_duration\": 5.316}, \"85080\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-07-27 22:11:33.000000+00:00\", \"2019-07-01 01:37:32.000000+00:00\"], \"session_ids\": [\"eb70429b-531e-47a5-ad1e-1c0ad0a91a17\", \"43d2e396-02ca-4410-b837-1d3877bb94e3\"], \"total_duration\": 228.0, \"total_sessions\": 2, \"mean_week_duration\": 2.092}, \"18775\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-12-04 17:03:35.000000+00:00\", \"2019-09-08 22:37:03.000000+00:00\"], \"session_ids\": [\"95725d3e-16c5-462e-b105-1703a573d94e\", \"fec75355-6e55-4c37-b8ab-5e845041029b\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.107}, \"27399\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-07-01 11:18:31.000000+00:00\", \"2021-02-27 06:45:56.000000+00:00\"], \"session_ids\": [\"550c710b-230e-46ae-99b7-d72c5cd04fae\", \"e1279eae-db2b-49bb-bf33-f88abcd14e39\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 1.437}, \"35653\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-06-28 05:00:26.000000+00:00\", \"2022-04-03 11:23:38.000000+00:00\", \"2021-02-14 02:27:00.000000+00:00\"], \"session_ids\": [\"5a0ca13a-4b01-4e4e-9226-dff48a6d0005\", \"eaa47da1-ec6b-4259-a0f2-7676af8bb482\", \"8ae4be2e-985c-4ef3-8d02-953544266491\"], \"total_duration\": 333.0, \"total_sessions\": 3, \"mean_week_duration\": 5.644}, \"43433\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-02-05 01:57:51.000000+00:00\", \"2021-08-26 20:42:24.000000+00:00\"], \"session_ids\": [\"f471ce7c-6b47-497d-a40f-a13118deb9e1\", \"4d87b61b-3774-4e54-af79-13e42da9725f\"], \"total_duration\": 189.0, \"total_sessions\": 2, \"mean_week_duration\": 7.875}, \"56438\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-05-09 13:03:24.000000+00:00\", \"2023-02-08 20:25:01.000000+00:00\", \"2019-09-01 21:04:16.000000+00:00\"], \"session_ids\": [\"df3ba737-56fd-45fd-bb12-1df2dbbf0b1c\", \"667ca752-d142-468d-b493-1a622aa861c4\", \"c79338c3-71fb-49e8-ab92-67a475bffc64\"], \"total_duration\": 58.0, \"total_sessions\": 3, \"mean_week_duration\": 0.322}, \"34213\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-01-05 18:03:27.000000+00:00\", \"2021-05-28 20:32:52.000000+00:00\"], \"session_ids\": [\"715d91b0-2105-4b60-a9ae-e5493cd67179\", \"c5473667-8adb-40de-ace2-94b6433896df\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 1.208}, \"69414\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-02-13 07:45:10.000000+00:00\", \"2023-02-16 14:57:19.000000+00:00\", \"2022-12-28 09:50:34.000000+00:00\"], \"session_ids\": [\"8612ec63-8e9a-424d-9a7d-bd830d50e2cd\", \"927ed8c9-4566-4726-a49e-ab1395e80f7c\", \"fe6be81b-e73a-4eb4-b473-219e2a184059\"], \"total_duration\": 264.0, \"total_sessions\": 3, \"mean_week_duration\": 33.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or greater than 2069"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\"]]}, \"all_values\": {\"total_duration\": [[2069, 3612]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the users whose duration total is strictly smaller than 83 and bigger than 2999 + put to use sorting by site usage time in 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{\"85973\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-05-12 07:47:03.000000+00:00\", \"2022-04-26 07:23:03.000000+00:00\", \"2022-07-17 08:43:17.000000+00:00\", \"2019-01-23 13:11:39.000000+00:00\", \"2019-10-24 06:09:41.000000+00:00\"], \"session_ids\": [\"c79b5e5c-01aa-48bc-90dd-bc96c96de6f3\", \"cd774a52-fa7f-40e5-aadd-93b1210d9e87\", \"ee7e2ef9-26c7-4cad-89fb-94b752adb0ef\", \"b7800aa2-f210-4d09-ba56-17d3f153374f\", \"16505ad5-2f04-4434-8cd3-939b375a94c6\"], \"total_duration\": 879.0, \"total_sessions\": 5, \"mean_week_duration\": 4.83}, \"40214\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-04-13 00:40:02.000000+00:00\", \"2021-08-24 16:08:30.000000+00:00\"], \"session_ids\": [\"0cf4696e-f0ce-4910-b487-e3609f7b01b9\", \"4be970e8-1d3b-414b-a8b5-488a60c8cd43\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 2.182}, \"79135\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-05-21 11:02:52.000000+00:00\", \"2021-10-25 01:27:54.000000+00:00\", \"2019-07-07 05:23:03.000000+00:00\", \"2022-02-10 06:31:27.000000+00:00\", \"2021-11-11 12:15:43.000000+00:00\", \"2022-10-28 13:22:09.000000+00:00\", \"2019-02-12 19:23:14.000000+00:00\"], \"session_ids\": [\"a344a099-89be-4545-bf0a-5f1531a4efee\", \"04548fc4-bb1c-4baa-b3e5-40eb81f1f41b\", \"8a5cda80-b292-4304-b28a-622b31048cbe\", \"bb16b2a0-558c-4a6f-8151-20889ec58ba7\", \"fa972ceb-b246-400d-819b-0acacfb968f8\", \"4b3d93d6-b8c3-4226-b988-4747138324fe\", \"5d8c8931-9c5c-4cb4-ae02-69d9c316c614\"], \"total_duration\": 110.0, \"total_sessions\": 7, \"mean_week_duration\": 0.493}, \"45831\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-01-06 01:28:10.000000+00:00\", \"2021-10-08 23:53:03.000000+00:00\"], \"session_ids\": [\"d802719f-5d68-405a-865b-9424ccb25ea9\", \"fdfad2cd-769a-4060-90b0-f769819dc01f\"], \"total_duration\": 240.0, \"total_sessions\": 2, \"mean_week_duration\": 6.0}, \"34942\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2023-04-02 15:49:31.000000+00:00\", \"2021-04-01 00:30:57.000000+00:00\", \"2021-10-22 12:10:43.000000+00:00\"], \"session_ids\": [\"8b7db85f-ab6a-4100-8349-ced70fcbd4de\", \"88a393fd-e581-441b-bc4a-68ddbc6c5737\", \"9d4fddfb-c889-46fc-b0a5-13f7fdd78080\"], \"total_duration\": 1083.0, \"total_sessions\": 3, \"mean_week_duration\": 10.314}, \"59270\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-10-06 07:46:32.000000+00:00\", \"2019-12-27 12:55:44.000000+00:00\", \"2020-09-29 12:48:46.000000+00:00\"], \"session_ids\": [\"4349a6fb-1fff-4497-9bfa-e81eb90fb9bb\", \"8490241d-5c75-4bec-80f2-9fd7f86893fd\", \"c84c5dea-41d9-4024-b605-6b73ed55ea31\"], \"total_duration\": 152.0, \"total_sessions\": 3, \"mean_week_duration\": 1.048}, \"81301\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-07-12 16:21:57.000000+00:00\", \"2019-10-12 19:18:17.000000+00:00\", \"2019-11-07 06:06:15.000000+00:00\", \"2023-05-18 17:33:46.000000+00:00\", \"2022-11-03 11:15:53.000000+00:00\"], \"session_ids\": [\"8812ca95-4a95-45aa-871e-c35541c37911\", \"d27ca219-c2fc-45fe-bc72-49ed74b0fc56\", \"64fa5e8e-b8f6-4dd7-929c-bd13946b5072\", \"22c5b913-c983-4231-ada6-0e1e4eaa9bf4\", \"e6939cc2-06ef-4f77-bb7f-58f3ac5c14b9\"], \"total_duration\": 2515.0, \"total_sessions\": 5, \"mean_week_duration\": 13.378}, \"32391\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-04-18 20:40:38.000000+00:00\", \"2023-02-25 09:29:00.000000+00:00\", \"2020-08-12 00:36:39.000000+00:00\"], \"session_ids\": [\"756ad774-5fee-46cb-9bcd-f4decada682f\", \"ccb75551-5227-458f-870a-50e65349391f\", \"bf39f5d8-1532-4802-a652-ec7bdf23d56d\"], \"total_duration\": 926.0, \"total_sessions\": 3, \"mean_week_duration\": 6.962}, \"37237\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-08-16 18:14:16.000000+00:00\", \"2019-09-24 16:32:03.000000+00:00\", \"2019-11-01 14:20:44.000000+00:00\", \"2021-03-31 14:23:51.000000+00:00\", \"2021-02-05 11:10:54.000000+00:00\", \"2021-07-20 01:51:00.000000+00:00\"], \"session_ids\": [\"6a40685b-0d0d-46c4-b4ec-e48cb2c8bb00\", \"42a92d62-b19d-411b-bca7-2e8290195ca7\", \"4954fbba-3f0a-4aaf-9a59-e9b2955d3561\", \"608d31f1-11aa-47b9-b7bc-d483530ca794\", \"34bc4486-65cb-4595-b12e-c3709b4b625b\", \"0387cc1a-ba15-4ec5-b736-5fbdc4fe4409\"], \"total_duration\": 728.0, \"total_sessions\": 6, \"mean_week_duration\": 7.354}, \"20007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-10-22 04:32:32.000000+00:00\", \"2022-08-24 13:18:51.000000+00:00\", \"2020-06-03 16:10:06.000000+00:00\", \"2020-12-13 10:04:35.000000+00:00\", \"2023-05-20 11:55:23.000000+00:00\", \"2020-02-09 12:15:53.000000+00:00\", \"2022-11-22 05:57:12.000000+00:00\"], \"session_ids\": [\"a0a75d85-7321-48f3-935d-d08d8e00f54e\", \"ff6e57b8-f847-4887-832b-a0e6fe38abb3\", \"636dec84-cc73-4a1c-a205-d9c89d86f11c\", \"cac3db2a-da38-4827-9113-14da5a42ff3e\", \"f665e819-c06b-4c13-8fe0-9384aeeaa8ba\", \"1321438a-63f5-45d5-9281-73d94dc964eb\", \"87465746-cd4c-4c71-8d6e-d44c9fbf055a\"], \"total_duration\": 10302.0, \"total_sessions\": 7, \"mean_week_duration\": 60.246}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are less than 83 and are equal or greater than 2999"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_duration\": [[83, 2999]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"40214\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-04-13 00:40:02.000000+00:00\", \"2021-08-24 16:08:30.000000+00:00\"], \"session_ids\": [\"0cf4696e-f0ce-4910-b487-e3609f7b01b9\", \"4be970e8-1d3b-414b-a8b5-488a60c8cd43\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 2.182}, \"20007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-10-22 04:32:32.000000+00:00\", \"2022-08-24 13:18:51.000000+00:00\", \"2020-06-03 16:10:06.000000+00:00\", \"2020-12-13 10:04:35.000000+00:00\", \"2023-05-20 11:55:23.000000+00:00\", \"2020-02-09 12:15:53.000000+00:00\", \"2022-11-22 05:57:12.000000+00:00\"], \"session_ids\": [\"a0a75d85-7321-48f3-935d-d08d8e00f54e\", \"ff6e57b8-f847-4887-832b-a0e6fe38abb3\", \"636dec84-cc73-4a1c-a205-d9c89d86f11c\", \"cac3db2a-da38-4827-9113-14da5a42ff3e\", \"f665e819-c06b-4c13-8fe0-9384aeeaa8ba\", \"1321438a-63f5-45d5-9281-73d94dc964eb\", \"87465746-cd4c-4c71-8d6e-d44c9fbf055a\"], \"total_duration\": 10302.0, \"total_sessions\": 7, \"mean_week_duration\": 60.246}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_duration"
},
{
"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[{\"20007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-10-22 04:32:32.000000+00:00\", \"2022-08-24 13:18:51.000000+00:00\", \"2020-06-03 16:10:06.000000+00:00\", \"2020-12-13 10:04:35.000000+00:00\", \"2023-05-20 11:55:23.000000+00:00\", \"2020-02-09 12:15:53.000000+00:00\", \"2022-11-22 05:57:12.000000+00:00\"], \"session_ids\": [\"a0a75d85-7321-48f3-935d-d08d8e00f54e\", \"ff6e57b8-f847-4887-832b-a0e6fe38abb3\", \"636dec84-cc73-4a1c-a205-d9c89d86f11c\", \"cac3db2a-da38-4827-9113-14da5a42ff3e\", \"f665e819-c06b-4c13-8fe0-9384aeeaa8ba\", \"1321438a-63f5-45d5-9281-73d94dc964eb\", \"87465746-cd4c-4c71-8d6e-d44c9fbf055a\"], \"total_duration\": 10302.0, \"total_sessions\": 7, \"mean_week_duration\": 60.246}}, {\"40214\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-04-13 00:40:02.000000+00:00\", \"2021-08-24 16:08:30.000000+00:00\"], \"session_ids\": [\"0cf4696e-f0ce-4910-b487-e3609f7b01b9\", \"4be970e8-1d3b-414b-a8b5-488a60c8cd43\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 2.182}}]\n```\n"
}
] |
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