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": "I want to know about 6 users who have site usage time per week strictly bigger than 10 and smaller than 33 in addition sort by overall total sessions from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"97792\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-09-15 13:38:41.000000+00:00\", \"2019-07-09 10:45:48.000000+00:00\"], \"session_ids\": [\"7f08b4a0-b182-4c14-973a-0c6ef54e8111\", \"9254d7db-89ce-4d7f-bf72-d6df49dbb8cc\"], \"total_duration\": 192.0, \"total_sessions\": 2, \"mean_week_duration\": 1.67}, \"43075\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-12-18 18:19:16.000000+00:00\", \"2019-02-28 01:35:08.000000+00:00\"], \"session_ids\": [\"68c197f4-1a58-4890-aaaf-5d8dd1092e48\", \"cb837fb3-6057-4498-b53f-0f7274fe962e\"], \"total_duration\": 261.0, \"total_sessions\": 2, \"mean_week_duration\": 6.214}, \"7867\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2019-12-23 18:43:42.000000+00:00\", \"2019-08-28 14:31:00.000000+00:00\", \"2020-10-21 06:06:57.000000+00:00\"], \"session_ids\": [\"1b4b1a04-cb64-4c50-84f1-18902929478b\", \"f50238ff-1382-4d14-a95b-5ebbc6fa162e\", \"ad55294d-c160-4a08-a0a6-1b44d4a7f964\"], \"total_duration\": 69.0, \"total_sessions\": 3, \"mean_week_duration\": 1.15}, \"76407\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-05-31 04:49:44.000000+00:00\", \"2022-03-30 01:32:48.000000+00:00\", \"2019-10-11 10:45:08.000000+00:00\"], \"session_ids\": [\"8a5d8002-f2b1-4223-bafc-f84eb6cc3d37\", \"6fec032f-bc8b-4b07-98cf-e6e1c1f9c454\", \"966381ec-3206-41fc-965a-380eb00d2750\"], \"total_duration\": 485.0, \"total_sessions\": 3, \"mean_week_duration\": 3.277}, \"21919\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-04-10 08:59:23.000000+00:00\", \"2022-07-24 17:57:55.000000+00:00\"], \"session_ids\": [\"fae11c65-aa52-4480-a699-95087070e5b4\", \"06a5cc2f-8823-46c1-ae5e-03103e822ca2\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.122}, \"33543\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-07-04 12:02:16.000000+00:00\", \"2021-04-16 02:01:05.000000+00:00\"], \"session_ids\": [\"738d3978-e4bb-428f-8358-ac30abbf72c6\", \"f2d5969c-e1ad-45ad-9765-38dde3db7377\"], \"total_duration\": 275.0, \"total_sessions\": 2, \"mean_week_duration\": 22.917}, \"85388\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Sydney\", \"datetimes\": [\"2022-06-20 02:45:51.000000+00:00\", \"2023-06-20 07:12:02.000000+00:00\"], \"session_ids\": [\"065d9262-a5c6-4bf7-b59b-a08f64088d72\", \"f55f498f-4da0-4ad9-8ded-306106ce6c44\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 3.925}, \"20829\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-31 19:57:50.000000+00:00\", \"2022-01-14 05:40:08.000000+00:00\"], \"session_ids\": [\"7bc5da74-3959-47ba-a78b-97ed31f46126\", \"c2d78e4d-d611-4840-adf9-892edd9e605f\"], \"total_duration\": 70.0, \"total_sessions\": 2, \"mean_week_duration\": 1.273}, \"74841\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-01-23 16:56:39.000000+00:00\", \"2022-04-09 16:41:49.000000+00:00\"], \"session_ids\": [\"5e812b72-07cb-411c-8882-c9db01f0ddc4\", \"d5ea5a48-d9a0-436d-9351-a086c6ed0eb8\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 0.411}, \"22169\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-14 23:20:57.000000+00:00\", \"2021-05-02 00:18:44.000000+00:00\", \"2020-02-11 02:34:33.000000+00:00\"], \"session_ids\": [\"9cd97e15-33ed-4445-8032-2cce09b33b2b\", \"ebf96225-f671-4b3a-b8a0-f4ea23ccefcd\", \"eac89c23-1c38-4e97-b55d-cca4c6d836c0\"], \"total_duration\": 228.0, \"total_sessions\": 3, \"mean_week_duration\": 2.257}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are greater than 10 and are equal or less than 33"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[10, 33]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"33543\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-07-04 12:02:16.000000+00:00\", \"2021-04-16 02:01:05.000000+00:00\"], \"session_ids\": [\"738d3978-e4bb-428f-8358-ac30abbf72c6\", \"f2d5969c-e1ad-45ad-9765-38dde3db7377\"], \"total_duration\": 275.0, \"total_sessions\": 2, \"mean_week_duration\": 22.917}}\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[{\"33543\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-07-04 12:02:16.000000+00:00\", \"2021-04-16 02:01:05.000000+00:00\"], \"session_ids\": [\"738d3978-e4bb-428f-8358-ac30abbf72c6\", \"f2d5969c-e1ad-45ad-9765-38dde3db7377\"], \"total_duration\": 275.0, \"total_sessions\": 2, \"mean_week_duration\": 22.917}}]\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[{\"33543\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-07-04 12:02:16.000000+00:00\", \"2021-04-16 02:01:05.000000+00:00\"], \"session_ids\": [\"738d3978-e4bb-428f-8358-ac30abbf72c6\", \"f2d5969c-e1ad-45ad-9765-38dde3db7377\"], \"total_duration\": 275.0, \"total_sessions\": 2, \"mean_week_duration\": 22.917}}]\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[{\"33543\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-07-04 12:02:16.000000+00:00\", \"2021-04-16 02:01:05.000000+00:00\"], \"session_ids\": [\"738d3978-e4bb-428f-8358-ac30abbf72c6\", \"f2d5969c-e1ad-45ad-9765-38dde3db7377\"], \"total_duration\": 275.0, \"total_sessions\": 2, \"mean_week_duration\": 22.917}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about 8 users with a overall total duration that is strictly higher than 4275 and lower than 223 , and execute sorting by total_sessions from the smallest value to the largest value in addition save only 3 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{\"36803\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-12-20 02:53:52.000000+00:00\", \"2020-03-01 19:59:12.000000+00:00\"], \"session_ids\": [\"3f796f77-b13a-4c42-a3a5-15858cb4ff6e\", \"ec5917be-52ab-488c-a557-c248b98ac9a3\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 0.748}, \"26037\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2020-11-28 20:29:28.000000+00:00\", \"2020-12-05 23:52:13.000000+00:00\"], \"session_ids\": [\"5d0727c2-43fd-4419-853f-bbd062cedb94\", \"68da9f15-deaa-4860-9a3b-917cfe6e1064\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 268.0}, \"55553\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-03-06 15:08:31.000000+00:00\", \"2022-10-08 07:57:46.000000+00:00\", \"2022-04-08 00:54:50.000000+00:00\", \"2023-02-27 22:09:48.000000+00:00\", \"2022-08-18 10:46:43.000000+00:00\", \"2020-05-09 11:58:45.000000+00:00\", \"2022-02-20 07:35:43.000000+00:00\"], \"session_ids\": [\"a7a7f986-e4f5-4bd6-a79a-642ef7d9a81d\", \"914ad743-ad15-4342-bead-75a7ab6a2d40\", \"5abe3f0b-cc91-4e14-845e-cd66b56abd7b\", \"2721c20f-81b7-4866-b589-ad58bfba3db7\", \"e8ed111f-81d4-4670-bef9-1edd50320e82\", \"c1b8a599-3056-4d66-a4b9-b20926037590\", \"1f6deb3b-4d1b-4893-8df6-5aab92a35bf6\"], \"total_duration\": 1230.0, \"total_sessions\": 7, \"mean_week_duration\": 8.367}, \"25542\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-08-21 17:28:07.000000+00:00\", \"2022-01-29 03:22:17.000000+00:00\"], \"session_ids\": [\"e0f206be-03e8-4314-b1d0-05cadce5d173\", \"87d58056-4578-42c9-a20e-483d5a96c818\"], \"total_duration\": 239.0, \"total_sessions\": 2, \"mean_week_duration\": 3.187}, \"63344\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-12-14 07:26:33.000000+00:00\", \"2020-09-06 00:16:23.000000+00:00\", \"2022-04-15 10:59:16.000000+00:00\", \"2019-02-18 18:07:54.000000+00:00\"], \"session_ids\": [\"b55a5269-a5bc-49c8-bb6f-4f722724f2d8\", \"415c808b-39ab-4b4b-a80c-2d4172d1889c\", \"06a55b2f-f091-4dd8-980f-4fb21facea92\", \"b7719b3b-ed24-4b84-9f27-fa63f179b6fd\"], \"total_duration\": 284.0, \"total_sessions\": 4, \"mean_week_duration\": 1.721}, \"54478\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-07-05 14:20:05.000000+00:00\", \"2019-04-23 14:31:45.000000+00:00\"], \"session_ids\": [\"2e4898c6-97dd-49e3-8163-f60c0ad0a1c2\", \"2fd9ec6c-e0a1-44d2-98f4-d16551edb072\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 1.958}, \"66184\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-12-24 17:24:02.000000+00:00\", \"2021-04-30 19:23:07.000000+00:00\"], \"session_ids\": [\"0086d40a-33f9-4403-af29-62f6f86bdd78\", \"fdc36b4b-78af-4814-a67d-dfaff6aab21c\"], \"total_duration\": 298.0, \"total_sessions\": 2, \"mean_week_duration\": 4.197}, \"48802\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-02-26 02:04:00.000000+00:00\", \"2019-03-01 01:08:37.000000+00:00\", \"2019-10-10 18:17:05.000000+00:00\", \"2019-08-19 06:50:20.000000+00:00\", \"2022-09-10 02:07:59.000000+00:00\", \"2019-09-14 03:25:36.000000+00:00\"], \"session_ids\": [\"bb6a0cec-e17e-4f3b-9e99-03729b17df9a\", \"17c23ed5-d54a-4012-ac2d-ed62df4856a0\", \"7a28e8f6-0cfb-4607-b2b9-784d6af9113a\", \"8de00399-9254-45d0-bed9-3d37cf0a5bbc\", \"0c7bdd26-c016-4ab7-83ba-7fe28235ee50\", \"d4a2d738-57b4-4194-80d8-1e0a38ea79d3\"], \"total_duration\": 5140.0, \"total_sessions\": 6, \"mean_week_duration\": 27.784}, \"21238\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-02-23 03:21:04.000000+00:00\", \"2022-01-20 22:43:06.000000+00:00\"], \"session_ids\": [\"2306d9c4-021e-44d5-83c8-239faf804801\", \"ef967780-c202-4b1f-835c-37d7d792f574\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.771}, \"21271\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-12-15 12:58:10.000000+00:00\", \"2023-01-06 03:51:28.000000+00:00\", \"2022-04-13 01:01:14.000000+00:00\"], \"session_ids\": [\"3a03026b-3320-4b58-a7ea-05115eb33d1d\", \"465fdd83-34b9-44de-aa00-aa04e1ed3582\", \"a2b9020a-afcf-49e6-9416-3981fd2a52ae\"], \"total_duration\": 71.0, \"total_sessions\": 3, \"mean_week_duration\": 1.821}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or less than 223 and are greater than 4275"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_duration\": [[223, 4275]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"36803\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-12-20 02:53:52.000000+00:00\", \"2020-03-01 19:59:12.000000+00:00\"], \"session_ids\": [\"3f796f77-b13a-4c42-a3a5-15858cb4ff6e\", \"ec5917be-52ab-488c-a557-c248b98ac9a3\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 0.748}, \"21238\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-02-23 03:21:04.000000+00:00\", \"2022-01-20 22:43:06.000000+00:00\"], \"session_ids\": [\"2306d9c4-021e-44d5-83c8-239faf804801\", \"ef967780-c202-4b1f-835c-37d7d792f574\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.771}, \"21271\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-12-15 12:58:10.000000+00:00\", \"2023-01-06 03:51:28.000000+00:00\", \"2022-04-13 01:01:14.000000+00:00\"], \"session_ids\": [\"3a03026b-3320-4b58-a7ea-05115eb33d1d\", \"465fdd83-34b9-44de-aa00-aa04e1ed3582\", \"a2b9020a-afcf-49e6-9416-3981fd2a52ae\"], \"total_duration\": 71.0, \"total_sessions\": 3, \"mean_week_duration\": 1.821}, \"48802\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-02-26 02:04:00.000000+00:00\", \"2019-03-01 01:08:37.000000+00:00\", \"2019-10-10 18:17:05.000000+00:00\", \"2019-08-19 06:50:20.000000+00:00\", \"2022-09-10 02:07:59.000000+00:00\", \"2019-09-14 03:25:36.000000+00:00\"], \"session_ids\": [\"bb6a0cec-e17e-4f3b-9e99-03729b17df9a\", \"17c23ed5-d54a-4012-ac2d-ed62df4856a0\", \"7a28e8f6-0cfb-4607-b2b9-784d6af9113a\", \"8de00399-9254-45d0-bed9-3d37cf0a5bbc\", \"0c7bdd26-c016-4ab7-83ba-7fe28235ee50\", \"d4a2d738-57b4-4194-80d8-1e0a38ea79d3\"], \"total_duration\": 5140.0, \"total_sessions\": 6, \"mean_week_duration\": 27.784}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_sessions"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"36803\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-12-20 02:53:52.000000+00:00\", \"2020-03-01 19:59:12.000000+00:00\"], \"session_ids\": [\"3f796f77-b13a-4c42-a3a5-15858cb4ff6e\", \"ec5917be-52ab-488c-a557-c248b98ac9a3\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 0.748}}, {\"21238\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-02-23 03:21:04.000000+00:00\", \"2022-01-20 22:43:06.000000+00:00\"], \"session_ids\": [\"2306d9c4-021e-44d5-83c8-239faf804801\", \"ef967780-c202-4b1f-835c-37d7d792f574\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.771}}, {\"21271\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-12-15 12:58:10.000000+00:00\", \"2023-01-06 03:51:28.000000+00:00\", \"2022-04-13 01:01:14.000000+00:00\"], \"session_ids\": [\"3a03026b-3320-4b58-a7ea-05115eb33d1d\", \"465fdd83-34b9-44de-aa00-aa04e1ed3582\", \"a2b9020a-afcf-49e6-9416-3981fd2a52ae\"], \"total_duration\": 71.0, \"total_sessions\": 3, \"mean_week_duration\": 1.821}}, {\"48802\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-02-26 02:04:00.000000+00:00\", \"2019-03-01 01:08:37.000000+00:00\", \"2019-10-10 18:17:05.000000+00:00\", \"2019-08-19 06:50:20.000000+00:00\", \"2022-09-10 02:07:59.000000+00:00\", \"2019-09-14 03:25:36.000000+00:00\"], \"session_ids\": [\"bb6a0cec-e17e-4f3b-9e99-03729b17df9a\", \"17c23ed5-d54a-4012-ac2d-ed62df4856a0\", \"7a28e8f6-0cfb-4607-b2b9-784d6af9113a\", \"8de00399-9254-45d0-bed9-3d37cf0a5bbc\", \"0c7bdd26-c016-4ab7-83ba-7fe28235ee50\", \"d4a2d738-57b4-4194-80d8-1e0a38ea79d3\"], \"total_duration\": 5140.0, \"total_sessions\": 6, \"mean_week_duration\": 27.784}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 3 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"36803\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-12-20 02:53:52.000000+00:00\", \"2020-03-01 19:59:12.000000+00:00\"], \"session_ids\": [\"3f796f77-b13a-4c42-a3a5-15858cb4ff6e\", \"ec5917be-52ab-488c-a557-c248b98ac9a3\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 0.748}}, {\"21238\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-02-23 03:21:04.000000+00:00\", \"2022-01-20 22:43:06.000000+00:00\"], \"session_ids\": [\"2306d9c4-021e-44d5-83c8-239faf804801\", \"ef967780-c202-4b1f-835c-37d7d792f574\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.771}}, {\"21271\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-12-15 12:58:10.000000+00:00\", \"2023-01-06 03:51:28.000000+00:00\", \"2022-04-13 01:01:14.000000+00:00\"], \"session_ids\": [\"3a03026b-3320-4b58-a7ea-05115eb33d1d\", \"465fdd83-34b9-44de-aa00-aa04e1ed3582\", \"a2b9020a-afcf-49e6-9416-3981fd2a52ae\"], \"total_duration\": 71.0, \"total_sessions\": 3, \"mean_week_duration\": 1.821}}]\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[{\"36803\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-12-20 02:53:52.000000+00:00\", \"2020-03-01 19:59:12.000000+00:00\"], \"session_ids\": [\"3f796f77-b13a-4c42-a3a5-15858cb4ff6e\", \"ec5917be-52ab-488c-a557-c248b98ac9a3\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 0.748}}, {\"21238\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-02-23 03:21:04.000000+00:00\", \"2022-01-20 22:43:06.000000+00:00\"], \"session_ids\": [\"2306d9c4-021e-44d5-83c8-239faf804801\", \"ef967780-c202-4b1f-835c-37d7d792f574\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.771}}, {\"21271\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-12-15 12:58:10.000000+00:00\", \"2023-01-06 03:51:28.000000+00:00\", \"2022-04-13 01:01:14.000000+00:00\"], \"session_ids\": [\"3a03026b-3320-4b58-a7ea-05115eb33d1d\", \"465fdd83-34b9-44de-aa00-aa04e1ed3582\", \"a2b9020a-afcf-49e6-9416-3981fd2a52ae\"], \"total_duration\": 71.0, \"total_sessions\": 3, \"mean_week_duration\": 1.821}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding 2 users whose city is Ho Chi Minh City additionaly perform sorting by all sessions quantity form the highest to the lowest."
}
] |
[
{
"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{\"94743\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-09-11 17:43:36.000000+00:00\", \"2021-11-06 12:42:43.000000+00:00\", \"2019-07-16 05:50:52.000000+00:00\", \"2019-05-25 01:45:36.000000+00:00\"], \"session_ids\": [\"fbf71845-7b5a-4b8a-805f-a0f0b0ad2161\", \"33b404a4-0064-42d8-80f5-b591e9c0aad7\", \"4dacb1c2-1a74-4b2c-9516-5de79a1555b0\", \"65cef70a-65ea-451c-a412-877b82e38a01\"], \"total_duration\": 1368.0, \"total_sessions\": 4, \"mean_week_duration\": 10.688}, \"11786\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-12-24 19:11:35.000000+00:00\", \"2020-11-20 17:45:26.000000+00:00\", \"2021-10-05 20:00:45.000000+00:00\"], \"session_ids\": [\"46a150df-9a4a-4225-b450-1e4f1fe49821\", \"c24889ae-1d82-4df8-8f61-d0fc25468ca2\", \"e7a7b80d-8c88-44ef-a547-27ada29e679d\"], \"total_duration\": 269.0, \"total_sessions\": 3, \"mean_week_duration\": 4.719}, \"55960\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-03-22 06:32:59.000000+00:00\", \"2020-12-30 02:43:18.000000+00:00\", \"2020-11-16 02:34:48.000000+00:00\"], \"session_ids\": [\"e9d1bbe0-bb13-4ae4-957b-68d01aafbdce\", \"00092a77-c556-461c-850f-77d65694a416\", \"f89b95ba-1738-4241-938a-be27c27a1ac0\"], \"total_duration\": 595.0, \"total_sessions\": 3, \"mean_week_duration\": 8.38}, \"51125\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Sydney\", \"datetimes\": [\"2019-05-28 11:08:01.000000+00:00\", \"2019-06-04 15:17:46.000000+00:00\", \"2022-01-01 13:19:09.000000+00:00\", \"2021-03-08 08:32:33.000000+00:00\", \"2019-06-06 05:44:47.000000+00:00\", \"2020-02-04 06:06:01.000000+00:00\", \"2021-04-09 18:42:59.000000+00:00\"], \"session_ids\": [\"e586245b-69a9-419c-bf42-41034dc40022\", \"7ede739e-bd4a-47da-9d6a-b83a23dc4bd5\", \"44ce6e62-425f-4ec6-be9e-7b040d13ebd7\", \"b2777194-aede-41b8-9a00-89a3d676b4f4\", \"ed95a8f6-8e57-433a-9445-915febfeb988\", \"83253f63-47f6-4ccf-bb98-05419bd1689e\", \"e170ef39-1557-4021-ad11-30d50df972d7\"], \"total_duration\": 119.0, \"total_sessions\": 7, \"mean_week_duration\": 0.875}, \"20989\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-04-27 05:38:49.000000+00:00\", \"2022-04-10 06:55:02.000000+00:00\"], \"session_ids\": [\"0acc88aa-d18d-4b2f-aa3f-b67a31e4bc57\", \"ce6fc7d0-f783-4859-9f48-b987486125fb\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 25.0}, \"21055\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-03-21 17:01:25.000000+00:00\", \"2023-01-07 09:56:04.000000+00:00\"], \"session_ids\": [\"fb547f23-5bdf-437c-bf1f-dd06ec1b768f\", \"5d25fec4-1a1c-4d9e-941f-1dd94572ed42\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 3.905}, \"5107\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-23 23:05:54.000000+00:00\", \"2022-03-08 08:40:41.000000+00:00\"], \"session_ids\": [\"3a1b5195-8733-4482-8aa0-e43495f34039\", \"222684a6-fe0a-4f7f-82a2-023e099377eb\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 6.714}, \"39995\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-07-23 14:18:50.000000+00:00\", \"2020-04-05 05:26:01.000000+00:00\", \"2022-01-18 03:56:50.000000+00:00\", \"2022-04-13 04:48:47.000000+00:00\", \"2021-09-26 07:09:57.000000+00:00\", \"2020-02-24 04:20:08.000000+00:00\"], \"session_ids\": [\"edc5312f-8e21-42e0-a71c-a24980880d56\", \"5309a81a-efe0-457a-9eb9-e0c3258e9196\", \"b90a1226-bdeb-45a0-9f00-43c396c167fb\", \"a477995d-2d20-4c3f-ae52-fc2f6d3eedd7\", \"20ec999e-ea90-47e7-b58c-51311a183c66\", \"6aa62725-c3d0-4a13-b9ee-a2d1a5d89524\"], \"total_duration\": 2094.0, \"total_sessions\": 6, \"mean_week_duration\": 14.746}, \"54668\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-02-24 03:56:44.000000+00:00\", \"2019-02-15 05:32:01.000000+00:00\", \"2021-02-28 09:49:37.000000+00:00\", \"2022-01-02 08:20:35.000000+00:00\"], \"session_ids\": [\"ba8f0177-09ca-4bd9-8e8c-23993750e97b\", \"f54d1510-5743-45ba-b539-35cfc9d205a9\", \"2a57e275-4ff6-4165-84b2-85e5902f8a68\", \"efc6e9ed-f8c1-4e5a-8a5d-7faf2a0b44f2\"], \"total_duration\": 1001.0, \"total_sessions\": 4, \"mean_week_duration\": 6.335}, \"22918\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-02-13 11:53:27.000000+00:00\", \"2022-09-25 20:14:47.000000+00:00\"], \"session_ids\": [\"54791070-3015-470b-a162-22c68a1983a2\", \"dd52b5b3-1312-4764-bb98-0d8b2b29fe03\"], \"total_duration\": 411.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is Ho Chi Minh City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Ho Chi Minh City\"]]}}}\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 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": "Tell me what you know about 5 users who have overall sessions count <= than 2 and apply sorting by time using the app ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"90149\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-04-11 18:25:08.000000+00:00\", \"2023-06-23 06:14:52.000000+00:00\", \"2020-03-12 03:07:44.000000+00:00\", \"2019-08-28 12:46:57.000000+00:00\", \"2020-08-17 04:26:43.000000+00:00\", \"2020-03-25 03:30:32.000000+00:00\", \"2019-07-21 05:25:31.000000+00:00\", \"2021-05-20 18:29:09.000000+00:00\"], \"session_ids\": [\"632e96ab-be10-49df-85fa-9c32dfc04410\", \"19cf815d-d0e5-4f75-b353-d4bd96ccb6d6\", \"18abf0e8-85df-4ffd-a0ba-e785025b19c5\", \"da1c9e31-8923-4c04-a739-0566bc6d2de1\", \"2b0c3848-2bc7-42ef-848e-ed676a722f81\", \"277520f7-32f0-41bf-88fb-465884e7bb42\", \"04266782-23e5-4f45-b03f-2fd9fcf69fc3\", \"d70a17af-1460-47f4-8068-cb027d56f37c\"], \"total_duration\": 5467.0, \"total_sessions\": 8, \"mean_week_duration\": 26.668}, \"96808\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-01-02 19:13:30.000000+00:00\", \"2022-04-07 10:53:23.000000+00:00\", \"2021-08-13 04:45:45.000000+00:00\", \"2022-12-14 07:34:39.000000+00:00\", \"2021-08-29 04:49:45.000000+00:00\"], \"session_ids\": [\"9d0816d6-836d-46e4-9346-d95b009fe3f2\", \"5e3d2bc8-744e-4a1c-b354-6f068801ad02\", \"34ff599f-3903-4a9c-a5ad-18fcb4d76282\", \"ffb8d1d6-b808-4f60-9727-3ce892c28fdf\", \"e77acca0-03c2-49bc-b55e-26fd968530c1\"], \"total_duration\": 2214.0, \"total_sessions\": 5, \"mean_week_duration\": 14.377}, \"33692\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-02-11 05:21:13.000000+00:00\", \"2020-08-05 04:30:54.000000+00:00\", \"2021-10-21 07:09:37.000000+00:00\", \"2019-03-10 23:38:36.000000+00:00\"], \"session_ids\": [\"41210518-f783-48cf-aab1-45ca583786d4\", \"523a8217-8bd2-467a-ac42-6eb0f3ba680d\", \"2618bf2c-7474-435c-8611-c075d4602da3\", \"772e0429-d730-46a3-b947-3224131002ee\"], \"total_duration\": 973.0, \"total_sessions\": 4, \"mean_week_duration\": 6.901}, \"60321\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-06-14 02:15:14.000000+00:00\", \"2021-10-14 02:18:52.000000+00:00\"], \"session_ids\": [\"e4d49502-b434-46d2-8ad2-156dd8169dbf\", \"a3b283f4-2a22-466a-b371-fc5dc96ad421\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 1.333}, \"19442\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-03-20 12:20:14.000000+00:00\", \"2021-01-02 20:22:45.000000+00:00\", \"2019-11-18 07:36:18.000000+00:00\", \"2020-10-16 12:48:21.000000+00:00\", \"2020-02-15 13:19:05.000000+00:00\", \"2021-06-12 07:43:28.000000+00:00\", \"2022-03-13 02:29:45.000000+00:00\"], \"session_ids\": [\"712f4e3d-1840-42aa-9256-4068b416f4c5\", \"e1a54a42-3251-467c-9c95-913b99415a5e\", \"a0726e2c-2dfd-4bf5-a1f0-650cf0b2d3c7\", \"be89926b-6400-403f-968a-8b0828bd6765\", \"dce235e7-bbaa-4ae3-8f58-1c54220da5c1\", \"a7e4d8f6-0b1c-463b-a491-070d984e6b86\", \"a26bf4f8-9540-421b-8cec-12d4ac892943\"], \"total_duration\": 4367.0, \"total_sessions\": 7, \"mean_week_duration\": 27.994}, \"70360\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-04-13 09:54:38.000000+00:00\", \"2020-03-10 03:41:59.000000+00:00\"], \"session_ids\": [\"b7683843-4b01-4d3d-8ef5-4edb5e7e2d63\", \"56452a8b-910a-4fc4-8663-97333c23ad90\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 0.753}, \"87328\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-11-29 04:16:04.000000+00:00\", \"2021-05-01 09:51:55.000000+00:00\"], \"session_ids\": [\"4ffffc51-8e55-4b13-a64a-40a92fc42520\", \"5432cde4-4ded-494d-a56c-da6830a913d6\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.968}, \"63873\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 8, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-02-15 13:04:11.000000+00:00\", \"2019-02-19 12:11:00.000000+00:00\", \"2019-10-13 07:22:05.000000+00:00\"], \"session_ids\": [\"f6e81336-3046-439b-bd65-52172e4b9af3\", \"9438a175-39bc-4772-a0e2-c323875bba63\", \"24110e56-6fd5-42ee-a12f-92d66bd99c74\"], \"total_duration\": 377.0, \"total_sessions\": 3, \"mean_week_duration\": 10.771}, \"56128\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-08-28 13:22:12.000000+00:00\", \"2020-12-03 13:46:42.000000+00:00\", \"2021-02-05 11:57:44.000000+00:00\", \"2022-06-09 00:06:31.000000+00:00\", \"2020-12-25 03:26:32.000000+00:00\", \"2020-09-16 15:33:37.000000+00:00\", \"2022-12-21 02:01:32.000000+00:00\", \"2022-10-29 18:06:33.000000+00:00\", \"2021-09-21 21:46:49.000000+00:00\"], \"session_ids\": [\"81659d2f-fc13-4076-a8cd-3fbfd5c9654b\", \"72a86dd0-e93e-4a5e-bb76-a46988f6e629\", \"4df3e177-9dc3-4405-83c4-c4f7acf93537\", \"eb152671-c614-447e-a03c-42847a1313af\", \"4e92a342-3fcb-41ff-9b63-02d3fc7d7338\", \"848020ad-0590-4f6c-9615-94c2d7e6b5f0\", \"d974f0f8-93da-4e53-8eb8-73c457bb82ce\", \"f10da7e7-82da-4a99-8826-36aa9058dc19\", \"711eda5a-f0d5-493f-a06a-8588a090bc7a\"], \"total_duration\": 6005.0, \"total_sessions\": 9, \"mean_week_duration\": 50.89}, \"36841\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-07-31 06:13:52.000000+00:00\", \"2020-12-16 09:47:11.000000+00:00\", \"2019-04-23 21:35:52.000000+00:00\", \"2021-08-18 00:48:33.000000+00:00\", \"2020-08-14 01:02:23.000000+00:00\", \"2023-03-11 16:03:08.000000+00:00\", \"2022-12-16 17:52:08.000000+00:00\", \"2020-07-06 22:39:25.000000+00:00\", \"2022-08-30 08:17:02.000000+00:00\"], \"session_ids\": [\"10790d1a-a4e9-49a6-a716-a5a94698c94c\", \"c625086e-04c0-451e-bc51-35327ee23899\", \"c8ddbca9-af50-4be8-9850-fcb65ebfa9c0\", \"c82a5c2f-ca01-4402-b128-642e8c99dd92\", \"2019bc78-8040-40ca-8129-63a2bed30192\", \"052a5f83-f6d0-4f1f-a4b1-3f076e1b1af1\", \"a16f5cd2-ccf2-45e1-9d95-e2b62859e4e0\", \"9b4abbd8-1eb6-4a05-bb7d-ce7b7780724f\", \"58860850-7b5c-4fd7-88c5-9733ff894495\"], \"total_duration\": 109.0, \"total_sessions\": 9, \"mean_week_duration\": 0.537}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or less than 2"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\"]]}, \"all_values\": {\"total_sessions\": [[2, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"60321\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-06-14 02:15:14.000000+00:00\", \"2021-10-14 02:18:52.000000+00:00\"], \"session_ids\": [\"e4d49502-b434-46d2-8ad2-156dd8169dbf\", \"a3b283f4-2a22-466a-b371-fc5dc96ad421\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 1.333}, \"70360\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-04-13 09:54:38.000000+00:00\", \"2020-03-10 03:41:59.000000+00:00\"], \"session_ids\": [\"b7683843-4b01-4d3d-8ef5-4edb5e7e2d63\", \"56452a8b-910a-4fc4-8663-97333c23ad90\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 0.753}, \"87328\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-11-29 04:16:04.000000+00:00\", \"2021-05-01 09:51:55.000000+00:00\"], \"session_ids\": [\"4ffffc51-8e55-4b13-a64a-40a92fc42520\", \"5432cde4-4ded-494d-a56c-da6830a913d6\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.968}}\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[{\"60321\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-06-14 02:15:14.000000+00:00\", \"2021-10-14 02:18:52.000000+00:00\"], \"session_ids\": [\"e4d49502-b434-46d2-8ad2-156dd8169dbf\", \"a3b283f4-2a22-466a-b371-fc5dc96ad421\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 1.333}}, {\"87328\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-11-29 04:16:04.000000+00:00\", \"2021-05-01 09:51:55.000000+00:00\"], \"session_ids\": [\"4ffffc51-8e55-4b13-a64a-40a92fc42520\", \"5432cde4-4ded-494d-a56c-da6830a913d6\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.968}}, {\"70360\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-04-13 09:54:38.000000+00:00\", \"2020-03-10 03:41:59.000000+00:00\"], \"session_ids\": [\"b7683843-4b01-4d3d-8ef5-4edb5e7e2d63\", \"56452a8b-910a-4fc4-8663-97333c23ad90\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 0.753}}]\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[{\"60321\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-06-14 02:15:14.000000+00:00\", \"2021-10-14 02:18:52.000000+00:00\"], \"session_ids\": [\"e4d49502-b434-46d2-8ad2-156dd8169dbf\", \"a3b283f4-2a22-466a-b371-fc5dc96ad421\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 1.333}}, {\"87328\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-11-29 04:16:04.000000+00:00\", \"2021-05-01 09:51:55.000000+00:00\"], \"session_ids\": [\"4ffffc51-8e55-4b13-a64a-40a92fc42520\", \"5432cde4-4ded-494d-a56c-da6830a913d6\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.968}}, {\"70360\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-04-13 09:54:38.000000+00:00\", \"2020-03-10 03:41:59.000000+00:00\"], \"session_ids\": [\"b7683843-4b01-4d3d-8ef5-4edb5e7e2d63\", \"56452a8b-910a-4fc4-8663-97333c23ad90\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 0.753}}]\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[{\"60321\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-06-14 02:15:14.000000+00:00\", \"2021-10-14 02:18:52.000000+00:00\"], \"session_ids\": [\"e4d49502-b434-46d2-8ad2-156dd8169dbf\", \"a3b283f4-2a22-466a-b371-fc5dc96ad421\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 1.333}}, {\"87328\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-11-29 04:16:04.000000+00:00\", \"2021-05-01 09:51:55.000000+00:00\"], \"session_ids\": [\"4ffffc51-8e55-4b13-a64a-40a92fc42520\", \"5432cde4-4ded-494d-a56c-da6830a913d6\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.968}}, {\"70360\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-04-13 09:54:38.000000+00:00\", \"2020-03-10 03:41:59.000000+00:00\"], \"session_ids\": [\"b7683843-4b01-4d3d-8ef5-4edb5e7e2d63\", \"56452a8b-910a-4fc4-8663-97333c23ad90\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 0.753}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display to me 8 users pieces of information who have time in app bigger than 4356 and smaller than 1013 + sort by duration of sessions per week 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{\"78705\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-06-19 04:55:41.000000+00:00\", \"2019-11-17 02:08:52.000000+00:00\", \"2022-12-28 02:28:03.000000+00:00\"], \"session_ids\": [\"2a4f59c8-43fa-4a93-9a9e-4693fb2dce93\", \"00648f97-82b3-469f-a752-1deb9f7fa957\", \"edf3ce24-48ab-42bb-9fd7-ef558f56c9d0\"], \"total_duration\": 69.0, \"total_sessions\": 3, \"mean_week_duration\": 0.375}, \"61195\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-06-01 01:49:24.000000+00:00\", \"2022-12-31 22:13:06.000000+00:00\"], \"session_ids\": [\"bf17f6d5-7c0f-414b-997b-e1dede818de3\", \"1b368781-cfdc-4322-a571-7d9bad5bc480\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.554}, \"66331\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-11-13 02:48:33.000000+00:00\", \"2019-06-14 16:02:56.000000+00:00\"], \"session_ids\": [\"e6d5a6f4-490e-4c51-8e89-b7afe2fa62ad\", \"730d47c9-6f1c-44ef-9446-f5d9728b85e1\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.143}, \"90840\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-08-20 05:53:53.000000+00:00\", \"2021-09-10 17:37:40.000000+00:00\"], \"session_ids\": [\"45b92951-421b-4731-89be-238583d24e5c\", \"34a250d9-ea54-4996-922a-da60eb0ffde8\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 1.352}, \"11559\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-03-15 08:16:28.000000+00:00\", \"2019-03-15 01:14:16.000000+00:00\"], \"session_ids\": [\"dbd6ef7c-5196-4929-8759-c832119db637\", \"5a7fe7e7-68a3-4bb0-af3e-92ab70874330\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.181}, \"46020\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-04 18:29:59.000000+00:00\", \"2019-06-26 22:45:57.000000+00:00\"], \"session_ids\": [\"a55fa0f2-dddb-4a00-a5e1-114c031a6873\", \"b19e8df1-4682-479b-b27f-ba59f91ee5bc\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 4.158}, \"82257\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-12-16 02:12:51.000000+00:00\", \"2019-10-31 17:21:01.000000+00:00\"], \"session_ids\": [\"d6c692ed-6436-45a3-a32a-8f6c86a5e8ae\", \"795efbe6-37d9-4fad-846f-0fd23c63658e\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.19}, \"88272\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-10-03 01:36:25.000000+00:00\", \"2019-06-09 09:34:06.000000+00:00\"], \"session_ids\": [\"00c54038-8e1f-472c-8b03-b1d9c7c28c6f\", \"89316be0-2ed4-4cb4-a19b-b844c1c70bf6\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.364}, \"97673\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-01-19 11:53:47.000000+00:00\", \"2022-02-14 21:25:26.000000+00:00\"], \"session_ids\": [\"647fe202-3480-4f16-a10c-3eb7dc074173\", \"0c3aaf3b-42e3-48c4-80da-c6045c0f81ea\"], \"total_duration\": 486.0, \"total_sessions\": 2, \"mean_week_duration\": 3.019}, \"34253\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-09-01 16:27:43.000000+00:00\", \"2022-03-19 00:26:43.000000+00:00\", \"2020-08-11 13:21:21.000000+00:00\", \"2020-09-04 17:09:05.000000+00:00\"], \"session_ids\": [\"ad15f27f-5c5a-45c9-b3a2-277d20bf440b\", \"e227ddc2-f520-4344-b9ef-a20937cd9f2f\", \"79ea4185-53eb-4e4f-88ee-ab1f98f2f007\", \"8fb6bed4-0f0b-4dad-9122-94420a85cc18\"], \"total_duration\": 1484.0, \"total_sessions\": 4, \"mean_week_duration\": 11.158}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or less than 1013 and are equal or greater than 4356"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"total_duration\": [[1013, 4356]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"78705\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-06-19 04:55:41.000000+00:00\", \"2019-11-17 02:08:52.000000+00:00\", \"2022-12-28 02:28:03.000000+00:00\"], \"session_ids\": [\"2a4f59c8-43fa-4a93-9a9e-4693fb2dce93\", \"00648f97-82b3-469f-a752-1deb9f7fa957\", \"edf3ce24-48ab-42bb-9fd7-ef558f56c9d0\"], \"total_duration\": 69.0, \"total_sessions\": 3, \"mean_week_duration\": 0.375}, \"61195\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-06-01 01:49:24.000000+00:00\", \"2022-12-31 22:13:06.000000+00:00\"], \"session_ids\": [\"bf17f6d5-7c0f-414b-997b-e1dede818de3\", \"1b368781-cfdc-4322-a571-7d9bad5bc480\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.554}, \"66331\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-11-13 02:48:33.000000+00:00\", \"2019-06-14 16:02:56.000000+00:00\"], \"session_ids\": [\"e6d5a6f4-490e-4c51-8e89-b7afe2fa62ad\", \"730d47c9-6f1c-44ef-9446-f5d9728b85e1\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.143}, \"90840\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-08-20 05:53:53.000000+00:00\", \"2021-09-10 17:37:40.000000+00:00\"], \"session_ids\": [\"45b92951-421b-4731-89be-238583d24e5c\", \"34a250d9-ea54-4996-922a-da60eb0ffde8\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 1.352}, \"11559\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-03-15 08:16:28.000000+00:00\", \"2019-03-15 01:14:16.000000+00:00\"], \"session_ids\": [\"dbd6ef7c-5196-4929-8759-c832119db637\", \"5a7fe7e7-68a3-4bb0-af3e-92ab70874330\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.181}, \"46020\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-04 18:29:59.000000+00:00\", \"2019-06-26 22:45:57.000000+00:00\"], \"session_ids\": [\"a55fa0f2-dddb-4a00-a5e1-114c031a6873\", \"b19e8df1-4682-479b-b27f-ba59f91ee5bc\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 4.158}, \"82257\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-12-16 02:12:51.000000+00:00\", \"2019-10-31 17:21:01.000000+00:00\"], \"session_ids\": [\"d6c692ed-6436-45a3-a32a-8f6c86a5e8ae\", \"795efbe6-37d9-4fad-846f-0fd23c63658e\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.19}, \"88272\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-10-03 01:36:25.000000+00:00\", \"2019-06-09 09:34:06.000000+00:00\"], \"session_ids\": [\"00c54038-8e1f-472c-8b03-b1d9c7c28c6f\", \"89316be0-2ed4-4cb4-a19b-b844c1c70bf6\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.364}, \"97673\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-01-19 11:53:47.000000+00:00\", \"2022-02-14 21:25:26.000000+00:00\"], \"session_ids\": [\"647fe202-3480-4f16-a10c-3eb7dc074173\", \"0c3aaf3b-42e3-48c4-80da-c6045c0f81ea\"], \"total_duration\": 486.0, \"total_sessions\": 2, \"mean_week_duration\": 3.019}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"66331\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-11-13 02:48:33.000000+00:00\", \"2019-06-14 16:02:56.000000+00:00\"], \"session_ids\": [\"e6d5a6f4-490e-4c51-8e89-b7afe2fa62ad\", \"730d47c9-6f1c-44ef-9446-f5d9728b85e1\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.143}}, {\"11559\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-03-15 08:16:28.000000+00:00\", \"2019-03-15 01:14:16.000000+00:00\"], \"session_ids\": [\"dbd6ef7c-5196-4929-8759-c832119db637\", \"5a7fe7e7-68a3-4bb0-af3e-92ab70874330\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.181}}, {\"82257\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-12-16 02:12:51.000000+00:00\", \"2019-10-31 17:21:01.000000+00:00\"], \"session_ids\": [\"d6c692ed-6436-45a3-a32a-8f6c86a5e8ae\", \"795efbe6-37d9-4fad-846f-0fd23c63658e\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.19}}, {\"88272\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-10-03 01:36:25.000000+00:00\", \"2019-06-09 09:34:06.000000+00:00\"], \"session_ids\": [\"00c54038-8e1f-472c-8b03-b1d9c7c28c6f\", \"89316be0-2ed4-4cb4-a19b-b844c1c70bf6\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.364}}, {\"78705\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-06-19 04:55:41.000000+00:00\", \"2019-11-17 02:08:52.000000+00:00\", \"2022-12-28 02:28:03.000000+00:00\"], \"session_ids\": [\"2a4f59c8-43fa-4a93-9a9e-4693fb2dce93\", \"00648f97-82b3-469f-a752-1deb9f7fa957\", \"edf3ce24-48ab-42bb-9fd7-ef558f56c9d0\"], \"total_duration\": 69.0, \"total_sessions\": 3, \"mean_week_duration\": 0.375}}, {\"61195\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-06-01 01:49:24.000000+00:00\", \"2022-12-31 22:13:06.000000+00:00\"], \"session_ids\": [\"bf17f6d5-7c0f-414b-997b-e1dede818de3\", \"1b368781-cfdc-4322-a571-7d9bad5bc480\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.554}}, {\"90840\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-08-20 05:53:53.000000+00:00\", \"2021-09-10 17:37:40.000000+00:00\"], \"session_ids\": [\"45b92951-421b-4731-89be-238583d24e5c\", \"34a250d9-ea54-4996-922a-da60eb0ffde8\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 1.352}}, {\"97673\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-01-19 11:53:47.000000+00:00\", \"2022-02-14 21:25:26.000000+00:00\"], \"session_ids\": [\"647fe202-3480-4f16-a10c-3eb7dc074173\", \"0c3aaf3b-42e3-48c4-80da-c6045c0f81ea\"], \"total_duration\": 486.0, \"total_sessions\": 2, \"mean_week_duration\": 3.019}}, {\"46020\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-04 18:29:59.000000+00:00\", \"2019-06-26 22:45:57.000000+00:00\"], \"session_ids\": [\"a55fa0f2-dddb-4a00-a5e1-114c031a6873\", \"b19e8df1-4682-479b-b27f-ba59f91ee5bc\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 4.158}}]\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[{\"66331\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-11-13 02:48:33.000000+00:00\", \"2019-06-14 16:02:56.000000+00:00\"], \"session_ids\": [\"e6d5a6f4-490e-4c51-8e89-b7afe2fa62ad\", \"730d47c9-6f1c-44ef-9446-f5d9728b85e1\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.143}}, {\"11559\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-03-15 08:16:28.000000+00:00\", \"2019-03-15 01:14:16.000000+00:00\"], \"session_ids\": [\"dbd6ef7c-5196-4929-8759-c832119db637\", \"5a7fe7e7-68a3-4bb0-af3e-92ab70874330\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.181}}, {\"82257\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-12-16 02:12:51.000000+00:00\", \"2019-10-31 17:21:01.000000+00:00\"], \"session_ids\": [\"d6c692ed-6436-45a3-a32a-8f6c86a5e8ae\", \"795efbe6-37d9-4fad-846f-0fd23c63658e\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.19}}, {\"88272\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-10-03 01:36:25.000000+00:00\", \"2019-06-09 09:34:06.000000+00:00\"], \"session_ids\": [\"00c54038-8e1f-472c-8b03-b1d9c7c28c6f\", \"89316be0-2ed4-4cb4-a19b-b844c1c70bf6\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.364}}, {\"78705\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-06-19 04:55:41.000000+00:00\", \"2019-11-17 02:08:52.000000+00:00\", \"2022-12-28 02:28:03.000000+00:00\"], \"session_ids\": [\"2a4f59c8-43fa-4a93-9a9e-4693fb2dce93\", \"00648f97-82b3-469f-a752-1deb9f7fa957\", \"edf3ce24-48ab-42bb-9fd7-ef558f56c9d0\"], \"total_duration\": 69.0, \"total_sessions\": 3, \"mean_week_duration\": 0.375}}, {\"61195\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-06-01 01:49:24.000000+00:00\", \"2022-12-31 22:13:06.000000+00:00\"], \"session_ids\": [\"bf17f6d5-7c0f-414b-997b-e1dede818de3\", \"1b368781-cfdc-4322-a571-7d9bad5bc480\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.554}}, {\"90840\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-08-20 05:53:53.000000+00:00\", \"2021-09-10 17:37:40.000000+00:00\"], \"session_ids\": [\"45b92951-421b-4731-89be-238583d24e5c\", \"34a250d9-ea54-4996-922a-da60eb0ffde8\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 1.352}}, {\"97673\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-01-19 11:53:47.000000+00:00\", \"2022-02-14 21:25:26.000000+00:00\"], \"session_ids\": [\"647fe202-3480-4f16-a10c-3eb7dc074173\", \"0c3aaf3b-42e3-48c4-80da-c6045c0f81ea\"], \"total_duration\": 486.0, \"total_sessions\": 2, \"mean_week_duration\": 3.019}}]\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[{\"66331\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-11-13 02:48:33.000000+00:00\", \"2019-06-14 16:02:56.000000+00:00\"], \"session_ids\": [\"e6d5a6f4-490e-4c51-8e89-b7afe2fa62ad\", \"730d47c9-6f1c-44ef-9446-f5d9728b85e1\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.143}}, {\"11559\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-03-15 08:16:28.000000+00:00\", \"2019-03-15 01:14:16.000000+00:00\"], \"session_ids\": [\"dbd6ef7c-5196-4929-8759-c832119db637\", \"5a7fe7e7-68a3-4bb0-af3e-92ab70874330\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.181}}, {\"82257\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-12-16 02:12:51.000000+00:00\", \"2019-10-31 17:21:01.000000+00:00\"], \"session_ids\": [\"d6c692ed-6436-45a3-a32a-8f6c86a5e8ae\", \"795efbe6-37d9-4fad-846f-0fd23c63658e\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.19}}, {\"88272\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-10-03 01:36:25.000000+00:00\", \"2019-06-09 09:34:06.000000+00:00\"], \"session_ids\": [\"00c54038-8e1f-472c-8b03-b1d9c7c28c6f\", \"89316be0-2ed4-4cb4-a19b-b844c1c70bf6\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.364}}, {\"78705\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-06-19 04:55:41.000000+00:00\", \"2019-11-17 02:08:52.000000+00:00\", \"2022-12-28 02:28:03.000000+00:00\"], \"session_ids\": [\"2a4f59c8-43fa-4a93-9a9e-4693fb2dce93\", \"00648f97-82b3-469f-a752-1deb9f7fa957\", \"edf3ce24-48ab-42bb-9fd7-ef558f56c9d0\"], \"total_duration\": 69.0, \"total_sessions\": 3, \"mean_week_duration\": 0.375}}, {\"61195\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-06-01 01:49:24.000000+00:00\", \"2022-12-31 22:13:06.000000+00:00\"], \"session_ids\": [\"bf17f6d5-7c0f-414b-997b-e1dede818de3\", \"1b368781-cfdc-4322-a571-7d9bad5bc480\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.554}}, {\"90840\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-08-20 05:53:53.000000+00:00\", \"2021-09-10 17:37:40.000000+00:00\"], \"session_ids\": [\"45b92951-421b-4731-89be-238583d24e5c\", \"34a250d9-ea54-4996-922a-da60eb0ffde8\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 1.352}}, {\"97673\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-01-19 11:53:47.000000+00:00\", \"2022-02-14 21:25:26.000000+00:00\"], \"session_ids\": [\"647fe202-3480-4f16-a10c-3eb7dc074173\", \"0c3aaf3b-42e3-48c4-80da-c6045c0f81ea\"], \"total_duration\": 486.0, \"total_sessions\": 2, \"mean_week_duration\": 3.019}}]\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 user who isn't inhabitant of the city Edinburgh , and apply sorting by mean week duration in descending in addition show me only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"24622\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2023-06-17 05:46:59.000000+00:00\", \"2021-04-26 06:36:38.000000+00:00\", \"2019-03-03 14:56:20.000000+00:00\", \"2023-01-13 23:17:27.000000+00:00\"], \"session_ids\": [\"d953c6db-3aba-4c84-a8b6-7b864925e36e\", \"e98d82a6-9141-46a1-91a5-1470a8b5f8ba\", \"efb61b58-b882-4bb9-844d-088bdee92928\", \"017fb657-3ca6-49ed-a9f0-f57f494ee6ef\"], \"total_duration\": 1399.0, \"total_sessions\": 4, \"mean_week_duration\": 6.246}, \"27075\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-01-04 08:37:36.000000+00:00\", \"2020-05-19 16:18:39.000000+00:00\", \"2023-03-29 23:11:52.000000+00:00\", \"2019-12-25 12:35:30.000000+00:00\", \"2023-05-31 15:04:24.000000+00:00\", \"2022-02-21 14:15:33.000000+00:00\", \"2022-08-18 02:41:56.000000+00:00\", \"2021-05-22 23:29:46.000000+00:00\", \"2022-07-03 23:18:19.000000+00:00\"], \"session_ids\": [\"cb03167e-af03-45ff-a9f0-8de36c812898\", \"34c2c877-a38c-4d24-a58a-871fd2187184\", \"77e68e6d-5559-43b2-a54f-19543f4d5d86\", \"da7b3939-7f50-42ea-98cb-1c54613251a9\", \"edf125fc-dfc0-4031-bf6a-2db15ab8e7c2\", \"ff402287-ffad-4032-b86d-e162a53e7da9\", \"ff7d82d5-eb63-4d05-bb4f-d48b2fdf4bec\", \"3941aaad-36e2-43d3-a2b9-1043a1071001\", \"a75e398b-84d1-4eff-bd92-4d60456bc350\"], \"total_duration\": 505.0, \"total_sessions\": 9, \"mean_week_duration\": 2.196}, \"58231\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-06-13 21:03:15.000000+00:00\", \"2022-07-27 00:47:03.000000+00:00\"], \"session_ids\": [\"782e5e77-8023-4f54-8f57-e2c7c6d4672f\", \"b2f87b19-8ea7-4ff4-b947-d12387529c69\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 0.793}, \"31226\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-12-20 11:38:28.000000+00:00\", \"2022-05-03 21:57:34.000000+00:00\"], \"session_ids\": [\"9b7396ca-c639-47a0-8d7a-56d8139c692e\", \"f55da9e4-8c91-4ad6-9c4f-b37958b4dbda\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 3.545}, \"13586\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-09-17 00:05:00.000000+00:00\", \"2022-04-21 19:23:26.000000+00:00\"], \"session_ids\": [\"a8cb1a94-6487-4729-b8f2-79bd1fe6227c\", \"ad04bb62-8ed6-44c9-bb2b-73134de48523\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}, \"23630\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-13 02:42:34.000000+00:00\", \"2020-08-14 20:29:00.000000+00:00\"], \"session_ids\": [\"7d967b12-17b7-4d87-a653-096cded76780\", \"b89df500-5dc8-4561-8853-945f75b3b3d9\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 7.521}, \"81934\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-01-03 14:06:12.000000+00:00\", \"2020-03-05 01:55:54.000000+00:00\", \"2022-03-15 12:29:45.000000+00:00\"], \"session_ids\": [\"89255103-1dad-40cb-8bb6-a8c6e7078b7d\", \"97f17a78-9d89-4be6-84a9-46958abcbf3b\", \"c8331ebe-0c56-4f5b-87e3-a76b57c38c12\"], \"total_duration\": 39.0, \"total_sessions\": 3, \"mean_week_duration\": 0.234}, \"60767\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-08-06 22:31:55.000000+00:00\", \"2021-01-25 23:43:43.000000+00:00\"], \"session_ids\": [\"5d04616a-9107-4dc6-bbe7-b047cd502acf\", \"0445b556-9a9a-4064-867d-3caac2d491d9\"], \"total_duration\": 385.0, \"total_sessions\": 2, \"mean_week_duration\": 15.4}, \"75112\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-12-07 03:00:30.000000+00:00\", \"2021-11-13 02:20:12.000000+00:00\"], \"session_ids\": [\"bd071b24-76d3-4953-aeba-dcdfc21ed5bb\", \"23f5668e-82d7-4e16-b5ac-75bdf6ef2373\"], \"total_duration\": 322.0, \"total_sessions\": 2, \"mean_week_duration\": 5.75}, \"57580\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-04-29 13:21:48.000000+00:00\", \"2020-11-27 11:40:14.000000+00:00\"], \"session_ids\": [\"1415ed89-1462-433c-bdb1-c56beeb03bff\", \"0c97fa0c-3819-445f-8a40-b1d03fbefba3\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.613}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not Edinburgh"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Edinburgh\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"24622\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2023-06-17 05:46:59.000000+00:00\", \"2021-04-26 06:36:38.000000+00:00\", \"2019-03-03 14:56:20.000000+00:00\", \"2023-01-13 23:17:27.000000+00:00\"], \"session_ids\": [\"d953c6db-3aba-4c84-a8b6-7b864925e36e\", \"e98d82a6-9141-46a1-91a5-1470a8b5f8ba\", \"efb61b58-b882-4bb9-844d-088bdee92928\", \"017fb657-3ca6-49ed-a9f0-f57f494ee6ef\"], \"total_duration\": 1399.0, \"total_sessions\": 4, \"mean_week_duration\": 6.246}, \"27075\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-01-04 08:37:36.000000+00:00\", \"2020-05-19 16:18:39.000000+00:00\", \"2023-03-29 23:11:52.000000+00:00\", \"2019-12-25 12:35:30.000000+00:00\", \"2023-05-31 15:04:24.000000+00:00\", \"2022-02-21 14:15:33.000000+00:00\", \"2022-08-18 02:41:56.000000+00:00\", \"2021-05-22 23:29:46.000000+00:00\", \"2022-07-03 23:18:19.000000+00:00\"], \"session_ids\": [\"cb03167e-af03-45ff-a9f0-8de36c812898\", \"34c2c877-a38c-4d24-a58a-871fd2187184\", \"77e68e6d-5559-43b2-a54f-19543f4d5d86\", \"da7b3939-7f50-42ea-98cb-1c54613251a9\", \"edf125fc-dfc0-4031-bf6a-2db15ab8e7c2\", \"ff402287-ffad-4032-b86d-e162a53e7da9\", \"ff7d82d5-eb63-4d05-bb4f-d48b2fdf4bec\", \"3941aaad-36e2-43d3-a2b9-1043a1071001\", \"a75e398b-84d1-4eff-bd92-4d60456bc350\"], \"total_duration\": 505.0, \"total_sessions\": 9, \"mean_week_duration\": 2.196}, \"58231\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-06-13 21:03:15.000000+00:00\", \"2022-07-27 00:47:03.000000+00:00\"], \"session_ids\": [\"782e5e77-8023-4f54-8f57-e2c7c6d4672f\", \"b2f87b19-8ea7-4ff4-b947-d12387529c69\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 0.793}, \"31226\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-12-20 11:38:28.000000+00:00\", \"2022-05-03 21:57:34.000000+00:00\"], \"session_ids\": [\"9b7396ca-c639-47a0-8d7a-56d8139c692e\", \"f55da9e4-8c91-4ad6-9c4f-b37958b4dbda\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 3.545}, \"13586\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-09-17 00:05:00.000000+00:00\", \"2022-04-21 19:23:26.000000+00:00\"], \"session_ids\": [\"a8cb1a94-6487-4729-b8f2-79bd1fe6227c\", \"ad04bb62-8ed6-44c9-bb2b-73134de48523\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}, \"23630\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-13 02:42:34.000000+00:00\", \"2020-08-14 20:29:00.000000+00:00\"], \"session_ids\": [\"7d967b12-17b7-4d87-a653-096cded76780\", \"b89df500-5dc8-4561-8853-945f75b3b3d9\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 7.521}, \"81934\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-01-03 14:06:12.000000+00:00\", \"2020-03-05 01:55:54.000000+00:00\", \"2022-03-15 12:29:45.000000+00:00\"], \"session_ids\": [\"89255103-1dad-40cb-8bb6-a8c6e7078b7d\", \"97f17a78-9d89-4be6-84a9-46958abcbf3b\", \"c8331ebe-0c56-4f5b-87e3-a76b57c38c12\"], \"total_duration\": 39.0, \"total_sessions\": 3, \"mean_week_duration\": 0.234}, \"60767\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-08-06 22:31:55.000000+00:00\", \"2021-01-25 23:43:43.000000+00:00\"], \"session_ids\": [\"5d04616a-9107-4dc6-bbe7-b047cd502acf\", \"0445b556-9a9a-4064-867d-3caac2d491d9\"], \"total_duration\": 385.0, \"total_sessions\": 2, \"mean_week_duration\": 15.4}, \"75112\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-12-07 03:00:30.000000+00:00\", \"2021-11-13 02:20:12.000000+00:00\"], \"session_ids\": [\"bd071b24-76d3-4953-aeba-dcdfc21ed5bb\", \"23f5668e-82d7-4e16-b5ac-75bdf6ef2373\"], \"total_duration\": 322.0, \"total_sessions\": 2, \"mean_week_duration\": 5.75}, \"57580\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-04-29 13:21:48.000000+00:00\", \"2020-11-27 11:40:14.000000+00:00\"], \"session_ids\": [\"1415ed89-1462-433c-bdb1-c56beeb03bff\", \"0c97fa0c-3819-445f-8a40-b1d03fbefba3\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.613}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"60767\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-08-06 22:31:55.000000+00:00\", \"2021-01-25 23:43:43.000000+00:00\"], \"session_ids\": [\"5d04616a-9107-4dc6-bbe7-b047cd502acf\", \"0445b556-9a9a-4064-867d-3caac2d491d9\"], \"total_duration\": 385.0, \"total_sessions\": 2, \"mean_week_duration\": 15.4}}, {\"23630\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-13 02:42:34.000000+00:00\", \"2020-08-14 20:29:00.000000+00:00\"], \"session_ids\": [\"7d967b12-17b7-4d87-a653-096cded76780\", \"b89df500-5dc8-4561-8853-945f75b3b3d9\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 7.521}}, {\"24622\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2023-06-17 05:46:59.000000+00:00\", \"2021-04-26 06:36:38.000000+00:00\", \"2019-03-03 14:56:20.000000+00:00\", \"2023-01-13 23:17:27.000000+00:00\"], \"session_ids\": [\"d953c6db-3aba-4c84-a8b6-7b864925e36e\", \"e98d82a6-9141-46a1-91a5-1470a8b5f8ba\", \"efb61b58-b882-4bb9-844d-088bdee92928\", \"017fb657-3ca6-49ed-a9f0-f57f494ee6ef\"], \"total_duration\": 1399.0, \"total_sessions\": 4, \"mean_week_duration\": 6.246}}, {\"75112\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-12-07 03:00:30.000000+00:00\", \"2021-11-13 02:20:12.000000+00:00\"], \"session_ids\": [\"bd071b24-76d3-4953-aeba-dcdfc21ed5bb\", \"23f5668e-82d7-4e16-b5ac-75bdf6ef2373\"], \"total_duration\": 322.0, \"total_sessions\": 2, \"mean_week_duration\": 5.75}}, {\"13586\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-09-17 00:05:00.000000+00:00\", \"2022-04-21 19:23:26.000000+00:00\"], \"session_ids\": [\"a8cb1a94-6487-4729-b8f2-79bd1fe6227c\", \"ad04bb62-8ed6-44c9-bb2b-73134de48523\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}}, {\"31226\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-12-20 11:38:28.000000+00:00\", \"2022-05-03 21:57:34.000000+00:00\"], \"session_ids\": [\"9b7396ca-c639-47a0-8d7a-56d8139c692e\", \"f55da9e4-8c91-4ad6-9c4f-b37958b4dbda\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 3.545}}, {\"27075\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-01-04 08:37:36.000000+00:00\", \"2020-05-19 16:18:39.000000+00:00\", \"2023-03-29 23:11:52.000000+00:00\", \"2019-12-25 12:35:30.000000+00:00\", \"2023-05-31 15:04:24.000000+00:00\", \"2022-02-21 14:15:33.000000+00:00\", \"2022-08-18 02:41:56.000000+00:00\", \"2021-05-22 23:29:46.000000+00:00\", \"2022-07-03 23:18:19.000000+00:00\"], \"session_ids\": [\"cb03167e-af03-45ff-a9f0-8de36c812898\", \"34c2c877-a38c-4d24-a58a-871fd2187184\", \"77e68e6d-5559-43b2-a54f-19543f4d5d86\", \"da7b3939-7f50-42ea-98cb-1c54613251a9\", \"edf125fc-dfc0-4031-bf6a-2db15ab8e7c2\", \"ff402287-ffad-4032-b86d-e162a53e7da9\", \"ff7d82d5-eb63-4d05-bb4f-d48b2fdf4bec\", \"3941aaad-36e2-43d3-a2b9-1043a1071001\", \"a75e398b-84d1-4eff-bd92-4d60456bc350\"], \"total_duration\": 505.0, \"total_sessions\": 9, \"mean_week_duration\": 2.196}}, {\"58231\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-06-13 21:03:15.000000+00:00\", \"2022-07-27 00:47:03.000000+00:00\"], \"session_ids\": [\"782e5e77-8023-4f54-8f57-e2c7c6d4672f\", \"b2f87b19-8ea7-4ff4-b947-d12387529c69\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 0.793}}, {\"57580\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-04-29 13:21:48.000000+00:00\", \"2020-11-27 11:40:14.000000+00:00\"], \"session_ids\": [\"1415ed89-1462-433c-bdb1-c56beeb03bff\", \"0c97fa0c-3819-445f-8a40-b1d03fbefba3\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.613}}, {\"81934\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-01-03 14:06:12.000000+00:00\", \"2020-03-05 01:55:54.000000+00:00\", \"2022-03-15 12:29:45.000000+00:00\"], \"session_ids\": [\"89255103-1dad-40cb-8bb6-a8c6e7078b7d\", \"97f17a78-9d89-4be6-84a9-46958abcbf3b\", \"c8331ebe-0c56-4f5b-87e3-a76b57c38c12\"], \"total_duration\": 39.0, \"total_sessions\": 3, \"mean_week_duration\": 0.234}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"60767\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-08-06 22:31:55.000000+00:00\", \"2021-01-25 23:43:43.000000+00:00\"], \"session_ids\": [\"5d04616a-9107-4dc6-bbe7-b047cd502acf\", \"0445b556-9a9a-4064-867d-3caac2d491d9\"], \"total_duration\": 385.0, \"total_sessions\": 2, \"mean_week_duration\": 15.4}}, {\"23630\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-13 02:42:34.000000+00:00\", \"2020-08-14 20:29:00.000000+00:00\"], \"session_ids\": [\"7d967b12-17b7-4d87-a653-096cded76780\", \"b89df500-5dc8-4561-8853-945f75b3b3d9\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 7.521}}, {\"24622\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2023-06-17 05:46:59.000000+00:00\", \"2021-04-26 06:36:38.000000+00:00\", \"2019-03-03 14:56:20.000000+00:00\", \"2023-01-13 23:17:27.000000+00:00\"], \"session_ids\": [\"d953c6db-3aba-4c84-a8b6-7b864925e36e\", \"e98d82a6-9141-46a1-91a5-1470a8b5f8ba\", \"efb61b58-b882-4bb9-844d-088bdee92928\", \"017fb657-3ca6-49ed-a9f0-f57f494ee6ef\"], \"total_duration\": 1399.0, \"total_sessions\": 4, \"mean_week_duration\": 6.246}}]\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[{\"60767\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-08-06 22:31:55.000000+00:00\", \"2021-01-25 23:43:43.000000+00:00\"], \"session_ids\": [\"5d04616a-9107-4dc6-bbe7-b047cd502acf\", \"0445b556-9a9a-4064-867d-3caac2d491d9\"], \"total_duration\": 385.0, \"total_sessions\": 2, \"mean_week_duration\": 15.4}}, {\"23630\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-13 02:42:34.000000+00:00\", \"2020-08-14 20:29:00.000000+00:00\"], \"session_ids\": [\"7d967b12-17b7-4d87-a653-096cded76780\", \"b89df500-5dc8-4561-8853-945f75b3b3d9\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 7.521}}, {\"24622\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2023-06-17 05:46:59.000000+00:00\", \"2021-04-26 06:36:38.000000+00:00\", \"2019-03-03 14:56:20.000000+00:00\", \"2023-01-13 23:17:27.000000+00:00\"], \"session_ids\": [\"d953c6db-3aba-4c84-a8b6-7b864925e36e\", \"e98d82a6-9141-46a1-91a5-1470a8b5f8ba\", \"efb61b58-b882-4bb9-844d-088bdee92928\", \"017fb657-3ca6-49ed-a9f0-f57f494ee6ef\"], \"total_duration\": 1399.0, \"total_sessions\": 4, \"mean_week_duration\": 6.246}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about 4 users who have duration summation greater than 1411 plus implement sorting by duration summation of sessions per week descending."
}
] |
[
{
"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{\"44918\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-09-10 18:50:50.000000+00:00\", \"2020-12-18 20:36:07.000000+00:00\"], \"session_ids\": [\"4f1b1550-a959-456d-9328-47e5a4aa576c\", \"a435bdbf-da8c-4413-a2ba-0d62452280a7\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 17.333}, \"63844\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-10-21 10:46:24.000000+00:00\", \"2020-08-21 08:23:43.000000+00:00\", \"2022-08-24 05:33:21.000000+00:00\"], \"session_ids\": [\"e3d8c297-ac92-4fe5-a94c-73c1e450851a\", \"8824d84b-514d-4cb2-aebf-059dd820c2d6\", \"14414645-a8c9-443f-8076-a73d9d35078e\"], \"total_duration\": 434.0, \"total_sessions\": 3, \"mean_week_duration\": 4.133}, \"14622\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-07-02 19:14:23.000000+00:00\", \"2020-06-03 23:36:30.000000+00:00\", \"2019-06-01 16:29:51.000000+00:00\"], \"session_ids\": [\"74622955-a482-4df8-9c94-d6c7abcb970d\", \"06742bdf-477b-4c93-91e9-1a77db5ec076\", \"39de62a9-f51e-4af4-8c44-a6ea185fddc6\"], \"total_duration\": 213.0, \"total_sessions\": 3, \"mean_week_duration\": 3.737}, \"51152\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-11-09 02:52:22.000000+00:00\", \"2019-03-06 11:39:17.000000+00:00\", \"2022-09-15 11:51:31.000000+00:00\", \"2019-07-13 19:57:00.000000+00:00\"], \"session_ids\": [\"c5d16a4b-6d1f-4da8-a363-62d65135bc06\", \"b76174c7-3785-453e-9577-a2a7f4e62335\", \"c8f6e2c7-49ba-4b5f-b153-9259d07b09ef\", \"51f7c953-da71-4fb0-89de-81c394859859\"], \"total_duration\": 440.0, \"total_sessions\": 4, \"mean_week_duration\": 2.292}, \"34636\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-06-14 00:27:45.000000+00:00\", \"2019-02-01 05:40:28.000000+00:00\"], \"session_ids\": [\"b61e79f8-f3df-4c56-b7be-a05f678839c6\", \"a539c501-8cf5-4e83-9f27-4057db55d752\"], \"total_duration\": 347.0, \"total_sessions\": 2, \"mean_week_duration\": 2.798}, \"37936\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-01-21 02:03:38.000000+00:00\", \"2022-06-27 16:11:36.000000+00:00\", \"2020-05-23 23:03:48.000000+00:00\"], \"session_ids\": [\"6e7aff7a-48eb-41cf-9de7-b34747c3d9bb\", \"aa18887b-d16e-4a95-aeca-1ab9d28627f9\", \"8145ea8d-9633-4e8c-af21-4896807c4812\"], \"total_duration\": 200.0, \"total_sessions\": 3, \"mean_week_duration\": 1.117}, \"4669\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-02-04 12:03:17.000000+00:00\", \"2021-01-05 14:37:49.000000+00:00\"], \"session_ids\": [\"03096304-9559-4e93-99f3-8ffbb5da9235\", \"b453a36e-e268-4967-a35b-f50e99e67125\"], \"total_duration\": 349.0, \"total_sessions\": 2, \"mean_week_duration\": 69.8}, \"55870\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-11-08 10:53:58.000000+00:00\", \"2021-03-21 14:17:17.000000+00:00\", \"2019-09-07 08:33:47.000000+00:00\", \"2019-05-22 16:20:21.000000+00:00\", \"2021-12-05 06:56:56.000000+00:00\", \"2023-03-30 13:27:25.000000+00:00\", \"2022-03-10 12:12:43.000000+00:00\", \"2019-06-02 00:22:32.000000+00:00\", \"2023-02-13 20:07:52.000000+00:00\"], \"session_ids\": [\"50f64899-38e9-4db0-9e9e-43f343fd4bca\", \"9de626ba-a41d-41ab-901d-92ef7b2a0101\", \"6991fca4-9740-4ec9-a275-fe8715920252\", \"f62fc094-d08a-4b87-a911-7aa1b62b6c92\", \"72323fa4-fbc0-4b5d-8cfe-2f6cc65f71a9\", \"f75b453c-f15c-48e9-a041-cebb15498d1a\", \"17d3cb6b-19f4-472d-8e04-d5b81c3084b7\", \"1c549924-80dc-4aa4-a712-e2f5716f975c\", \"a664cd89-1371-453b-8319-52756675e873\"], \"total_duration\": 1609.0, \"total_sessions\": 9, \"mean_week_duration\": 8.005}, \"23014\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-02-27 08:07:02.000000+00:00\", \"2023-01-09 03:46:01.000000+00:00\"], \"session_ids\": [\"2ee7a3a1-3432-4b06-b700-5cbe96f98f97\", \"c2e9e036-88fd-4797-88e2-ff3d2b1be793\"], \"total_duration\": 413.0, \"total_sessions\": 2, \"mean_week_duration\": 2.045}, \"76092\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-02 08:58:14.000000+00:00\", \"2022-02-17 03:09:23.000000+00:00\", \"2021-08-29 03:27:44.000000+00:00\", \"2020-05-02 06:15:24.000000+00:00\", \"2020-01-27 15:30:14.000000+00:00\"], \"session_ids\": [\"11c2e0df-fea2-487e-ad61-80cb98c6b172\", \"5b8fa69b-129f-4d48-a4d2-12c0f41c9703\", \"8215a814-a06b-42f0-88a4-8277a5f24249\", \"5d180b15-1525-44c5-b825-925e3e9dc4ba\", \"2d23bb02-b95b-4b63-85aa-a9424304e1e4\"], \"total_duration\": 2182.0, \"total_sessions\": 5, \"mean_week_duration\": 20.204}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or greater than 1411"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\"]]}, \"all_values\": {\"total_duration\": [[1411, 3481]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"55870\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-11-08 10:53:58.000000+00:00\", \"2021-03-21 14:17:17.000000+00:00\", \"2019-09-07 08:33:47.000000+00:00\", \"2019-05-22 16:20:21.000000+00:00\", \"2021-12-05 06:56:56.000000+00:00\", \"2023-03-30 13:27:25.000000+00:00\", \"2022-03-10 12:12:43.000000+00:00\", \"2019-06-02 00:22:32.000000+00:00\", \"2023-02-13 20:07:52.000000+00:00\"], \"session_ids\": [\"50f64899-38e9-4db0-9e9e-43f343fd4bca\", \"9de626ba-a41d-41ab-901d-92ef7b2a0101\", \"6991fca4-9740-4ec9-a275-fe8715920252\", \"f62fc094-d08a-4b87-a911-7aa1b62b6c92\", \"72323fa4-fbc0-4b5d-8cfe-2f6cc65f71a9\", \"f75b453c-f15c-48e9-a041-cebb15498d1a\", \"17d3cb6b-19f4-472d-8e04-d5b81c3084b7\", \"1c549924-80dc-4aa4-a712-e2f5716f975c\", \"a664cd89-1371-453b-8319-52756675e873\"], \"total_duration\": 1609.0, \"total_sessions\": 9, \"mean_week_duration\": 8.005}, \"76092\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-02 08:58:14.000000+00:00\", \"2022-02-17 03:09:23.000000+00:00\", \"2021-08-29 03:27:44.000000+00:00\", \"2020-05-02 06:15:24.000000+00:00\", \"2020-01-27 15:30:14.000000+00:00\"], \"session_ids\": [\"11c2e0df-fea2-487e-ad61-80cb98c6b172\", \"5b8fa69b-129f-4d48-a4d2-12c0f41c9703\", \"8215a814-a06b-42f0-88a4-8277a5f24249\", \"5d180b15-1525-44c5-b825-925e3e9dc4ba\", \"2d23bb02-b95b-4b63-85aa-a9424304e1e4\"], \"total_duration\": 2182.0, \"total_sessions\": 5, \"mean_week_duration\": 20.204}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"76092\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-02 08:58:14.000000+00:00\", \"2022-02-17 03:09:23.000000+00:00\", \"2021-08-29 03:27:44.000000+00:00\", \"2020-05-02 06:15:24.000000+00:00\", \"2020-01-27 15:30:14.000000+00:00\"], \"session_ids\": [\"11c2e0df-fea2-487e-ad61-80cb98c6b172\", \"5b8fa69b-129f-4d48-a4d2-12c0f41c9703\", \"8215a814-a06b-42f0-88a4-8277a5f24249\", \"5d180b15-1525-44c5-b825-925e3e9dc4ba\", \"2d23bb02-b95b-4b63-85aa-a9424304e1e4\"], \"total_duration\": 2182.0, \"total_sessions\": 5, \"mean_week_duration\": 20.204}}, {\"55870\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-11-08 10:53:58.000000+00:00\", \"2021-03-21 14:17:17.000000+00:00\", \"2019-09-07 08:33:47.000000+00:00\", \"2019-05-22 16:20:21.000000+00:00\", \"2021-12-05 06:56:56.000000+00:00\", \"2023-03-30 13:27:25.000000+00:00\", \"2022-03-10 12:12:43.000000+00:00\", \"2019-06-02 00:22:32.000000+00:00\", \"2023-02-13 20:07:52.000000+00:00\"], \"session_ids\": [\"50f64899-38e9-4db0-9e9e-43f343fd4bca\", \"9de626ba-a41d-41ab-901d-92ef7b2a0101\", \"6991fca4-9740-4ec9-a275-fe8715920252\", \"f62fc094-d08a-4b87-a911-7aa1b62b6c92\", \"72323fa4-fbc0-4b5d-8cfe-2f6cc65f71a9\", \"f75b453c-f15c-48e9-a041-cebb15498d1a\", \"17d3cb6b-19f4-472d-8e04-d5b81c3084b7\", \"1c549924-80dc-4aa4-a712-e2f5716f975c\", \"a664cd89-1371-453b-8319-52756675e873\"], \"total_duration\": 1609.0, \"total_sessions\": 9, \"mean_week_duration\": 8.005}}]\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[{\"76092\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-02 08:58:14.000000+00:00\", \"2022-02-17 03:09:23.000000+00:00\", \"2021-08-29 03:27:44.000000+00:00\", \"2020-05-02 06:15:24.000000+00:00\", \"2020-01-27 15:30:14.000000+00:00\"], \"session_ids\": [\"11c2e0df-fea2-487e-ad61-80cb98c6b172\", \"5b8fa69b-129f-4d48-a4d2-12c0f41c9703\", \"8215a814-a06b-42f0-88a4-8277a5f24249\", \"5d180b15-1525-44c5-b825-925e3e9dc4ba\", \"2d23bb02-b95b-4b63-85aa-a9424304e1e4\"], \"total_duration\": 2182.0, \"total_sessions\": 5, \"mean_week_duration\": 20.204}}, {\"55870\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-11-08 10:53:58.000000+00:00\", \"2021-03-21 14:17:17.000000+00:00\", \"2019-09-07 08:33:47.000000+00:00\", \"2019-05-22 16:20:21.000000+00:00\", \"2021-12-05 06:56:56.000000+00:00\", \"2023-03-30 13:27:25.000000+00:00\", \"2022-03-10 12:12:43.000000+00:00\", \"2019-06-02 00:22:32.000000+00:00\", \"2023-02-13 20:07:52.000000+00:00\"], \"session_ids\": [\"50f64899-38e9-4db0-9e9e-43f343fd4bca\", \"9de626ba-a41d-41ab-901d-92ef7b2a0101\", \"6991fca4-9740-4ec9-a275-fe8715920252\", \"f62fc094-d08a-4b87-a911-7aa1b62b6c92\", \"72323fa4-fbc0-4b5d-8cfe-2f6cc65f71a9\", \"f75b453c-f15c-48e9-a041-cebb15498d1a\", \"17d3cb6b-19f4-472d-8e04-d5b81c3084b7\", \"1c549924-80dc-4aa4-a712-e2f5716f975c\", \"a664cd89-1371-453b-8319-52756675e873\"], \"total_duration\": 1609.0, \"total_sessions\": 9, \"mean_week_duration\": 8.005}}]\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[{\"76092\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-02 08:58:14.000000+00:00\", \"2022-02-17 03:09:23.000000+00:00\", \"2021-08-29 03:27:44.000000+00:00\", \"2020-05-02 06:15:24.000000+00:00\", \"2020-01-27 15:30:14.000000+00:00\"], \"session_ids\": [\"11c2e0df-fea2-487e-ad61-80cb98c6b172\", \"5b8fa69b-129f-4d48-a4d2-12c0f41c9703\", \"8215a814-a06b-42f0-88a4-8277a5f24249\", \"5d180b15-1525-44c5-b825-925e3e9dc4ba\", \"2d23bb02-b95b-4b63-85aa-a9424304e1e4\"], \"total_duration\": 2182.0, \"total_sessions\": 5, \"mean_week_duration\": 20.204}}, {\"55870\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-11-08 10:53:58.000000+00:00\", \"2021-03-21 14:17:17.000000+00:00\", \"2019-09-07 08:33:47.000000+00:00\", \"2019-05-22 16:20:21.000000+00:00\", \"2021-12-05 06:56:56.000000+00:00\", \"2023-03-30 13:27:25.000000+00:00\", \"2022-03-10 12:12:43.000000+00:00\", \"2019-06-02 00:22:32.000000+00:00\", \"2023-02-13 20:07:52.000000+00:00\"], \"session_ids\": [\"50f64899-38e9-4db0-9e9e-43f343fd4bca\", \"9de626ba-a41d-41ab-901d-92ef7b2a0101\", \"6991fca4-9740-4ec9-a275-fe8715920252\", \"f62fc094-d08a-4b87-a911-7aa1b62b6c92\", \"72323fa4-fbc0-4b5d-8cfe-2f6cc65f71a9\", \"f75b453c-f15c-48e9-a041-cebb15498d1a\", \"17d3cb6b-19f4-472d-8e04-d5b81c3084b7\", \"1c549924-80dc-4aa4-a712-e2f5716f975c\", \"a664cd89-1371-453b-8319-52756675e873\"], \"total_duration\": 1609.0, \"total_sessions\": 9, \"mean_week_duration\": 8.005}}]\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 6 users who aren't residents of cities Oslo, Belize City, Caracas, Singapore City , sort by city_name ascendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"77932\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-14 20:38:23.000000+00:00\", \"2020-07-06 20:37:42.000000+00:00\"], \"session_ids\": [\"98c63c26-12dc-4cbf-a9e6-8510947e6b78\", \"6b1fbbd6-a61a-49d9-b3ba-c61701bec3ef\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 9.044}, \"90020\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-07-11 01:21:55.000000+00:00\", \"2022-03-13 00:14:28.000000+00:00\", \"2020-02-21 22:19:41.000000+00:00\", \"2022-10-24 08:12:48.000000+00:00\"], \"session_ids\": [\"2eccf7c2-418d-460b-b755-8291bf0d8d6e\", \"751039e5-f859-4764-aad9-dea030c880f3\", \"40d1ac97-d05c-4044-9411-18630960b5a4\", \"5f654c1e-8ea2-449e-a03a-18172afaa323\"], \"total_duration\": 151.0, \"total_sessions\": 4, \"mean_week_duration\": 0.878}, \"45069\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-07-16 18:52:19.000000+00:00\", \"2022-08-03 18:39:00.000000+00:00\"], \"session_ids\": [\"990613cc-a6e6-46ff-bb8f-4c519c085610\", \"ae879214-2346-48d7-a39e-b009f16d086a\"], \"total_duration\": 217.0, \"total_sessions\": 2, \"mean_week_duration\": 1.365}, \"12818\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-01-03 14:45:01.000000+00:00\", \"2021-04-08 06:47:41.000000+00:00\", \"2019-06-17 09:55:13.000000+00:00\", \"2022-11-20 01:56:53.000000+00:00\", \"2020-01-19 11:38:25.000000+00:00\"], \"session_ids\": [\"91300ea7-8a4e-4798-8938-1c69a980c579\", \"c547452b-2e10-4954-8a20-185389b68c91\", \"463f4170-adcf-41f6-ac0a-2a6c8906ffb5\", \"563ec407-f49d-4e9c-b083-f8e9067909d4\", \"44744380-fa78-4264-b10e-173af7b67003\"], \"total_duration\": 1987.0, \"total_sessions\": 5, \"mean_week_duration\": 9.788}, \"14941\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-28 00:18:08.000000+00:00\", \"2023-01-30 11:20:05.000000+00:00\", \"2022-10-31 06:27:28.000000+00:00\", \"2019-08-21 03:23:38.000000+00:00\", \"2023-04-02 23:27:24.000000+00:00\"], \"session_ids\": [\"b2a39a2b-e42a-4965-bf0c-3b9c657a5495\", \"4758d0a1-51bc-409a-ba0e-54497eede0f5\", \"a012078c-94fd-4e04-b4cb-409d2a93abfb\", \"8b3479eb-9593-420a-8bff-b73c0de5ac78\", \"6d55221f-4000-42e7-9fe2-28733734ee0a\"], \"total_duration\": 76.0, \"total_sessions\": 5, \"mean_week_duration\": 0.402}, \"97815\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-01-29 18:05:22.000000+00:00\", \"2023-01-28 23:56:54.000000+00:00\", \"2021-05-05 10:27:57.000000+00:00\"], \"session_ids\": [\"8351f4a6-5dfd-45c5-9350-fdc9dce2e7ac\", \"c36017cb-497a-45a6-ae84-89013dcdcaf6\", \"6910badb-ff20-47be-a69e-889ab75633ac\"], \"total_duration\": 958.0, \"total_sessions\": 3, \"mean_week_duration\": 9.124}, \"7460\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-04-25 00:16:26.000000+00:00\", \"2020-09-11 11:59:24.000000+00:00\", \"2019-10-14 17:21:23.000000+00:00\"], \"session_ids\": [\"9e3b6033-5bdc-4f73-9562-afb979c5a111\", \"dea0d4c9-53f6-4091-87d1-3a10f54549f3\", \"97ada3ea-20b0-463c-9407-902899b6d676\"], \"total_duration\": 461.0, \"total_sessions\": 3, \"mean_week_duration\": 9.604}, \"69700\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-09-27 12:35:56.000000+00:00\", \"2022-02-09 13:18:11.000000+00:00\", \"2022-08-15 22:03:50.000000+00:00\"], \"session_ids\": [\"f45feaa5-070a-453b-9df5-9d8a1609dc68\", \"233ea573-666f-4688-880d-1d538dcf7110\", \"ffcf24a4-ff42-4cd5-b45a-1506f7edaf77\"], \"total_duration\": 965.0, \"total_sessions\": 3, \"mean_week_duration\": 20.978}, \"92186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-08-08 00:29:25.000000+00:00\", \"2021-05-27 20:46:37.000000+00:00\", \"2020-03-04 15:48:12.000000+00:00\", \"2023-06-03 23:25:58.000000+00:00\", \"2023-01-24 21:32:27.000000+00:00\", \"2021-10-15 12:32:09.000000+00:00\", \"2021-09-19 13:55:15.000000+00:00\", \"2023-04-24 07:01:16.000000+00:00\", \"2021-06-23 07:47:59.000000+00:00\"], \"session_ids\": [\"c1054256-15dd-4b75-b456-a0ce2696f45a\", \"750320bf-8f83-428e-b00c-6c7871584464\", \"434ff723-3311-42ef-a309-051efbee560e\", \"af9f2f22-f7c9-4b51-99d4-2caee49e4a5c\", \"787f23ca-15f7-4c54-b747-ec3988ed595a\", \"b3e1f31b-2184-4c97-adf1-1f7babf2d33e\", \"d75fe7c2-f250-4f01-bc9d-d41e4c7b4fee\", \"93866740-62db-4d86-9cdd-c8f2d7483402\", \"1990f8a5-bdee-40db-adec-b3dc4335a7e4\"], \"total_duration\": 2344.0, \"total_sessions\": 9, \"mean_week_duration\": 13.788}, \"93180\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-26 04:24:58.000000+00:00\", \"2021-06-26 14:05:51.000000+00:00\"], \"session_ids\": [\"de50819a-7a60-4499-b064-7bfc2696f449\", \"c33a5fcb-53dc-4c52-b5ea-999686134637\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 5.515}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Oslo, Belize City, Caracas, Singapore City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Oslo\", \"Belize City\", \"Caracas\", \"Singapore City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"77932\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-14 20:38:23.000000+00:00\", \"2020-07-06 20:37:42.000000+00:00\"], \"session_ids\": [\"98c63c26-12dc-4cbf-a9e6-8510947e6b78\", \"6b1fbbd6-a61a-49d9-b3ba-c61701bec3ef\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 9.044}, \"90020\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-07-11 01:21:55.000000+00:00\", \"2022-03-13 00:14:28.000000+00:00\", \"2020-02-21 22:19:41.000000+00:00\", \"2022-10-24 08:12:48.000000+00:00\"], \"session_ids\": [\"2eccf7c2-418d-460b-b755-8291bf0d8d6e\", \"751039e5-f859-4764-aad9-dea030c880f3\", \"40d1ac97-d05c-4044-9411-18630960b5a4\", \"5f654c1e-8ea2-449e-a03a-18172afaa323\"], \"total_duration\": 151.0, \"total_sessions\": 4, \"mean_week_duration\": 0.878}, \"45069\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-07-16 18:52:19.000000+00:00\", \"2022-08-03 18:39:00.000000+00:00\"], \"session_ids\": [\"990613cc-a6e6-46ff-bb8f-4c519c085610\", \"ae879214-2346-48d7-a39e-b009f16d086a\"], \"total_duration\": 217.0, \"total_sessions\": 2, \"mean_week_duration\": 1.365}, \"12818\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-01-03 14:45:01.000000+00:00\", \"2021-04-08 06:47:41.000000+00:00\", \"2019-06-17 09:55:13.000000+00:00\", \"2022-11-20 01:56:53.000000+00:00\", \"2020-01-19 11:38:25.000000+00:00\"], \"session_ids\": [\"91300ea7-8a4e-4798-8938-1c69a980c579\", \"c547452b-2e10-4954-8a20-185389b68c91\", \"463f4170-adcf-41f6-ac0a-2a6c8906ffb5\", \"563ec407-f49d-4e9c-b083-f8e9067909d4\", \"44744380-fa78-4264-b10e-173af7b67003\"], \"total_duration\": 1987.0, \"total_sessions\": 5, \"mean_week_duration\": 9.788}, \"14941\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-28 00:18:08.000000+00:00\", \"2023-01-30 11:20:05.000000+00:00\", \"2022-10-31 06:27:28.000000+00:00\", \"2019-08-21 03:23:38.000000+00:00\", \"2023-04-02 23:27:24.000000+00:00\"], \"session_ids\": [\"b2a39a2b-e42a-4965-bf0c-3b9c657a5495\", \"4758d0a1-51bc-409a-ba0e-54497eede0f5\", \"a012078c-94fd-4e04-b4cb-409d2a93abfb\", \"8b3479eb-9593-420a-8bff-b73c0de5ac78\", \"6d55221f-4000-42e7-9fe2-28733734ee0a\"], \"total_duration\": 76.0, \"total_sessions\": 5, \"mean_week_duration\": 0.402}, \"97815\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-01-29 18:05:22.000000+00:00\", \"2023-01-28 23:56:54.000000+00:00\", \"2021-05-05 10:27:57.000000+00:00\"], \"session_ids\": [\"8351f4a6-5dfd-45c5-9350-fdc9dce2e7ac\", \"c36017cb-497a-45a6-ae84-89013dcdcaf6\", \"6910badb-ff20-47be-a69e-889ab75633ac\"], \"total_duration\": 958.0, \"total_sessions\": 3, \"mean_week_duration\": 9.124}, \"7460\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-04-25 00:16:26.000000+00:00\", \"2020-09-11 11:59:24.000000+00:00\", \"2019-10-14 17:21:23.000000+00:00\"], \"session_ids\": [\"9e3b6033-5bdc-4f73-9562-afb979c5a111\", \"dea0d4c9-53f6-4091-87d1-3a10f54549f3\", \"97ada3ea-20b0-463c-9407-902899b6d676\"], \"total_duration\": 461.0, \"total_sessions\": 3, \"mean_week_duration\": 9.604}, \"69700\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-09-27 12:35:56.000000+00:00\", \"2022-02-09 13:18:11.000000+00:00\", \"2022-08-15 22:03:50.000000+00:00\"], \"session_ids\": [\"f45feaa5-070a-453b-9df5-9d8a1609dc68\", \"233ea573-666f-4688-880d-1d538dcf7110\", \"ffcf24a4-ff42-4cd5-b45a-1506f7edaf77\"], \"total_duration\": 965.0, \"total_sessions\": 3, \"mean_week_duration\": 20.978}, \"92186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-08-08 00:29:25.000000+00:00\", \"2021-05-27 20:46:37.000000+00:00\", \"2020-03-04 15:48:12.000000+00:00\", \"2023-06-03 23:25:58.000000+00:00\", \"2023-01-24 21:32:27.000000+00:00\", \"2021-10-15 12:32:09.000000+00:00\", \"2021-09-19 13:55:15.000000+00:00\", \"2023-04-24 07:01:16.000000+00:00\", \"2021-06-23 07:47:59.000000+00:00\"], \"session_ids\": [\"c1054256-15dd-4b75-b456-a0ce2696f45a\", \"750320bf-8f83-428e-b00c-6c7871584464\", \"434ff723-3311-42ef-a309-051efbee560e\", \"af9f2f22-f7c9-4b51-99d4-2caee49e4a5c\", \"787f23ca-15f7-4c54-b747-ec3988ed595a\", \"b3e1f31b-2184-4c97-adf1-1f7babf2d33e\", \"d75fe7c2-f250-4f01-bc9d-d41e4c7b4fee\", \"93866740-62db-4d86-9cdd-c8f2d7483402\", \"1990f8a5-bdee-40db-adec-b3dc4335a7e4\"], \"total_duration\": 2344.0, \"total_sessions\": 9, \"mean_week_duration\": 13.788}, \"93180\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-26 04:24:58.000000+00:00\", \"2021-06-26 14:05:51.000000+00:00\"], \"session_ids\": [\"de50819a-7a60-4499-b064-7bfc2696f449\", \"c33a5fcb-53dc-4c52-b5ea-999686134637\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 5.515}}\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[{\"45069\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-07-16 18:52:19.000000+00:00\", \"2022-08-03 18:39:00.000000+00:00\"], \"session_ids\": [\"990613cc-a6e6-46ff-bb8f-4c519c085610\", \"ae879214-2346-48d7-a39e-b009f16d086a\"], \"total_duration\": 217.0, \"total_sessions\": 2, \"mean_week_duration\": 1.365}}, {\"69700\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-09-27 12:35:56.000000+00:00\", \"2022-02-09 13:18:11.000000+00:00\", \"2022-08-15 22:03:50.000000+00:00\"], \"session_ids\": [\"f45feaa5-070a-453b-9df5-9d8a1609dc68\", \"233ea573-666f-4688-880d-1d538dcf7110\", \"ffcf24a4-ff42-4cd5-b45a-1506f7edaf77\"], \"total_duration\": 965.0, \"total_sessions\": 3, \"mean_week_duration\": 20.978}}, {\"93180\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-26 04:24:58.000000+00:00\", \"2021-06-26 14:05:51.000000+00:00\"], \"session_ids\": [\"de50819a-7a60-4499-b064-7bfc2696f449\", \"c33a5fcb-53dc-4c52-b5ea-999686134637\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 5.515}}, {\"7460\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-04-25 00:16:26.000000+00:00\", \"2020-09-11 11:59:24.000000+00:00\", \"2019-10-14 17:21:23.000000+00:00\"], \"session_ids\": [\"9e3b6033-5bdc-4f73-9562-afb979c5a111\", \"dea0d4c9-53f6-4091-87d1-3a10f54549f3\", \"97ada3ea-20b0-463c-9407-902899b6d676\"], \"total_duration\": 461.0, \"total_sessions\": 3, \"mean_week_duration\": 9.604}}, {\"97815\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-01-29 18:05:22.000000+00:00\", \"2023-01-28 23:56:54.000000+00:00\", \"2021-05-05 10:27:57.000000+00:00\"], \"session_ids\": [\"8351f4a6-5dfd-45c5-9350-fdc9dce2e7ac\", \"c36017cb-497a-45a6-ae84-89013dcdcaf6\", \"6910badb-ff20-47be-a69e-889ab75633ac\"], \"total_duration\": 958.0, \"total_sessions\": 3, \"mean_week_duration\": 9.124}}, {\"92186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-08-08 00:29:25.000000+00:00\", \"2021-05-27 20:46:37.000000+00:00\", \"2020-03-04 15:48:12.000000+00:00\", \"2023-06-03 23:25:58.000000+00:00\", \"2023-01-24 21:32:27.000000+00:00\", \"2021-10-15 12:32:09.000000+00:00\", \"2021-09-19 13:55:15.000000+00:00\", \"2023-04-24 07:01:16.000000+00:00\", \"2021-06-23 07:47:59.000000+00:00\"], \"session_ids\": [\"c1054256-15dd-4b75-b456-a0ce2696f45a\", \"750320bf-8f83-428e-b00c-6c7871584464\", \"434ff723-3311-42ef-a309-051efbee560e\", \"af9f2f22-f7c9-4b51-99d4-2caee49e4a5c\", \"787f23ca-15f7-4c54-b747-ec3988ed595a\", \"b3e1f31b-2184-4c97-adf1-1f7babf2d33e\", \"d75fe7c2-f250-4f01-bc9d-d41e4c7b4fee\", \"93866740-62db-4d86-9cdd-c8f2d7483402\", \"1990f8a5-bdee-40db-adec-b3dc4335a7e4\"], \"total_duration\": 2344.0, \"total_sessions\": 9, \"mean_week_duration\": 13.788}}, {\"77932\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-14 20:38:23.000000+00:00\", \"2020-07-06 20:37:42.000000+00:00\"], \"session_ids\": [\"98c63c26-12dc-4cbf-a9e6-8510947e6b78\", \"6b1fbbd6-a61a-49d9-b3ba-c61701bec3ef\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 9.044}}, {\"14941\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-28 00:18:08.000000+00:00\", \"2023-01-30 11:20:05.000000+00:00\", \"2022-10-31 06:27:28.000000+00:00\", \"2019-08-21 03:23:38.000000+00:00\", \"2023-04-02 23:27:24.000000+00:00\"], \"session_ids\": [\"b2a39a2b-e42a-4965-bf0c-3b9c657a5495\", \"4758d0a1-51bc-409a-ba0e-54497eede0f5\", \"a012078c-94fd-4e04-b4cb-409d2a93abfb\", \"8b3479eb-9593-420a-8bff-b73c0de5ac78\", \"6d55221f-4000-42e7-9fe2-28733734ee0a\"], \"total_duration\": 76.0, \"total_sessions\": 5, \"mean_week_duration\": 0.402}}, {\"12818\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-01-03 14:45:01.000000+00:00\", \"2021-04-08 06:47:41.000000+00:00\", \"2019-06-17 09:55:13.000000+00:00\", \"2022-11-20 01:56:53.000000+00:00\", \"2020-01-19 11:38:25.000000+00:00\"], \"session_ids\": [\"91300ea7-8a4e-4798-8938-1c69a980c579\", \"c547452b-2e10-4954-8a20-185389b68c91\", \"463f4170-adcf-41f6-ac0a-2a6c8906ffb5\", \"563ec407-f49d-4e9c-b083-f8e9067909d4\", \"44744380-fa78-4264-b10e-173af7b67003\"], \"total_duration\": 1987.0, \"total_sessions\": 5, \"mean_week_duration\": 9.788}}, {\"90020\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-07-11 01:21:55.000000+00:00\", \"2022-03-13 00:14:28.000000+00:00\", \"2020-02-21 22:19:41.000000+00:00\", \"2022-10-24 08:12:48.000000+00:00\"], \"session_ids\": [\"2eccf7c2-418d-460b-b755-8291bf0d8d6e\", \"751039e5-f859-4764-aad9-dea030c880f3\", \"40d1ac97-d05c-4044-9411-18630960b5a4\", \"5f654c1e-8ea2-449e-a03a-18172afaa323\"], \"total_duration\": 151.0, \"total_sessions\": 4, \"mean_week_duration\": 0.878}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 6 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"45069\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-07-16 18:52:19.000000+00:00\", \"2022-08-03 18:39:00.000000+00:00\"], \"session_ids\": [\"990613cc-a6e6-46ff-bb8f-4c519c085610\", \"ae879214-2346-48d7-a39e-b009f16d086a\"], \"total_duration\": 217.0, \"total_sessions\": 2, \"mean_week_duration\": 1.365}}, {\"69700\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-09-27 12:35:56.000000+00:00\", \"2022-02-09 13:18:11.000000+00:00\", \"2022-08-15 22:03:50.000000+00:00\"], \"session_ids\": [\"f45feaa5-070a-453b-9df5-9d8a1609dc68\", \"233ea573-666f-4688-880d-1d538dcf7110\", \"ffcf24a4-ff42-4cd5-b45a-1506f7edaf77\"], \"total_duration\": 965.0, \"total_sessions\": 3, \"mean_week_duration\": 20.978}}, {\"93180\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-26 04:24:58.000000+00:00\", \"2021-06-26 14:05:51.000000+00:00\"], \"session_ids\": [\"de50819a-7a60-4499-b064-7bfc2696f449\", \"c33a5fcb-53dc-4c52-b5ea-999686134637\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 5.515}}, {\"7460\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-04-25 00:16:26.000000+00:00\", \"2020-09-11 11:59:24.000000+00:00\", \"2019-10-14 17:21:23.000000+00:00\"], \"session_ids\": [\"9e3b6033-5bdc-4f73-9562-afb979c5a111\", \"dea0d4c9-53f6-4091-87d1-3a10f54549f3\", \"97ada3ea-20b0-463c-9407-902899b6d676\"], \"total_duration\": 461.0, \"total_sessions\": 3, \"mean_week_duration\": 9.604}}, {\"97815\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-01-29 18:05:22.000000+00:00\", \"2023-01-28 23:56:54.000000+00:00\", \"2021-05-05 10:27:57.000000+00:00\"], \"session_ids\": [\"8351f4a6-5dfd-45c5-9350-fdc9dce2e7ac\", \"c36017cb-497a-45a6-ae84-89013dcdcaf6\", \"6910badb-ff20-47be-a69e-889ab75633ac\"], \"total_duration\": 958.0, \"total_sessions\": 3, \"mean_week_duration\": 9.124}}, {\"92186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-08-08 00:29:25.000000+00:00\", \"2021-05-27 20:46:37.000000+00:00\", \"2020-03-04 15:48:12.000000+00:00\", \"2023-06-03 23:25:58.000000+00:00\", \"2023-01-24 21:32:27.000000+00:00\", \"2021-10-15 12:32:09.000000+00:00\", \"2021-09-19 13:55:15.000000+00:00\", \"2023-04-24 07:01:16.000000+00:00\", \"2021-06-23 07:47:59.000000+00:00\"], \"session_ids\": [\"c1054256-15dd-4b75-b456-a0ce2696f45a\", \"750320bf-8f83-428e-b00c-6c7871584464\", \"434ff723-3311-42ef-a309-051efbee560e\", \"af9f2f22-f7c9-4b51-99d4-2caee49e4a5c\", \"787f23ca-15f7-4c54-b747-ec3988ed595a\", \"b3e1f31b-2184-4c97-adf1-1f7babf2d33e\", \"d75fe7c2-f250-4f01-bc9d-d41e4c7b4fee\", \"93866740-62db-4d86-9cdd-c8f2d7483402\", \"1990f8a5-bdee-40db-adec-b3dc4335a7e4\"], \"total_duration\": 2344.0, \"total_sessions\": 9, \"mean_week_duration\": 13.788}}]\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[{\"45069\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-07-16 18:52:19.000000+00:00\", \"2022-08-03 18:39:00.000000+00:00\"], \"session_ids\": [\"990613cc-a6e6-46ff-bb8f-4c519c085610\", \"ae879214-2346-48d7-a39e-b009f16d086a\"], \"total_duration\": 217.0, \"total_sessions\": 2, \"mean_week_duration\": 1.365}}, {\"69700\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-09-27 12:35:56.000000+00:00\", \"2022-02-09 13:18:11.000000+00:00\", \"2022-08-15 22:03:50.000000+00:00\"], \"session_ids\": [\"f45feaa5-070a-453b-9df5-9d8a1609dc68\", \"233ea573-666f-4688-880d-1d538dcf7110\", \"ffcf24a4-ff42-4cd5-b45a-1506f7edaf77\"], \"total_duration\": 965.0, \"total_sessions\": 3, \"mean_week_duration\": 20.978}}, {\"93180\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-26 04:24:58.000000+00:00\", \"2021-06-26 14:05:51.000000+00:00\"], \"session_ids\": [\"de50819a-7a60-4499-b064-7bfc2696f449\", \"c33a5fcb-53dc-4c52-b5ea-999686134637\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 5.515}}, {\"7460\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-04-25 00:16:26.000000+00:00\", \"2020-09-11 11:59:24.000000+00:00\", \"2019-10-14 17:21:23.000000+00:00\"], \"session_ids\": [\"9e3b6033-5bdc-4f73-9562-afb979c5a111\", \"dea0d4c9-53f6-4091-87d1-3a10f54549f3\", \"97ada3ea-20b0-463c-9407-902899b6d676\"], \"total_duration\": 461.0, \"total_sessions\": 3, \"mean_week_duration\": 9.604}}, {\"97815\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-01-29 18:05:22.000000+00:00\", \"2023-01-28 23:56:54.000000+00:00\", \"2021-05-05 10:27:57.000000+00:00\"], \"session_ids\": [\"8351f4a6-5dfd-45c5-9350-fdc9dce2e7ac\", \"c36017cb-497a-45a6-ae84-89013dcdcaf6\", \"6910badb-ff20-47be-a69e-889ab75633ac\"], \"total_duration\": 958.0, \"total_sessions\": 3, \"mean_week_duration\": 9.124}}, {\"92186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-08-08 00:29:25.000000+00:00\", \"2021-05-27 20:46:37.000000+00:00\", \"2020-03-04 15:48:12.000000+00:00\", \"2023-06-03 23:25:58.000000+00:00\", \"2023-01-24 21:32:27.000000+00:00\", \"2021-10-15 12:32:09.000000+00:00\", \"2021-09-19 13:55:15.000000+00:00\", \"2023-04-24 07:01:16.000000+00:00\", \"2021-06-23 07:47:59.000000+00:00\"], \"session_ids\": [\"c1054256-15dd-4b75-b456-a0ce2696f45a\", \"750320bf-8f83-428e-b00c-6c7871584464\", \"434ff723-3311-42ef-a309-051efbee560e\", \"af9f2f22-f7c9-4b51-99d4-2caee49e4a5c\", \"787f23ca-15f7-4c54-b747-ec3988ed595a\", \"b3e1f31b-2184-4c97-adf1-1f7babf2d33e\", \"d75fe7c2-f250-4f01-bc9d-d41e4c7b4fee\", \"93866740-62db-4d86-9cdd-c8f2d7483402\", \"1990f8a5-bdee-40db-adec-b3dc4335a7e4\"], \"total_duration\": 2344.0, \"total_sessions\": 9, \"mean_week_duration\": 13.788}}]\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 who have sessions summation = 3 and implement sorting by duration total in descending and in addition remain only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"13999\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-31 02:52:53.000000+00:00\", \"2021-06-03 11:29:40.000000+00:00\", \"2023-04-14 12:55:30.000000+00:00\", \"2019-02-12 23:11:17.000000+00:00\", \"2022-09-30 08:33:20.000000+00:00\", \"2020-06-01 10:03:02.000000+00:00\", \"2021-08-26 11:56:34.000000+00:00\", \"2022-11-29 03:28:24.000000+00:00\"], \"session_ids\": [\"cb5fef84-a976-4a2d-a942-0cfb51f7b9e8\", \"1ec3c262-5afa-4eff-99ef-8806f092d7b0\", \"57e53cb1-7ebe-4bc1-8281-3e6d3ecd2cff\", \"e5393fad-5af3-4142-b53f-9a74dab5c46b\", \"50f0f429-b556-4d1c-8943-453ec1e993ef\", \"85185bf9-d221-4032-81f3-ff9cf4e3bd09\", \"84bc4504-09e7-422a-8598-6c7b2cb03732\", \"95149081-d1e1-4ff5-a205-ada1d30103ea\"], \"total_duration\": 348.0, \"total_sessions\": 8, \"mean_week_duration\": 1.596}, \"26735\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2019-11-06 12:29:09.000000+00:00\", \"2023-02-15 09:51:12.000000+00:00\", \"2021-11-30 05:50:14.000000+00:00\", \"2023-05-17 17:30:46.000000+00:00\"], \"session_ids\": [\"6444eab1-50e8-405d-abf0-872596858c9a\", \"51267e7d-f4e2-4169-976b-96b04deda13e\", \"e1d28a59-da07-4789-9996-7f583b77c4ac\", \"d9fa2bb0-2404-4bba-b269-fad4ccbd2e74\"], \"total_duration\": 132.0, \"total_sessions\": 4, \"mean_week_duration\": 0.717}, \"98649\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 10, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-04-10 16:22:13.000000+00:00\", \"2021-11-05 08:16:30.000000+00:00\", \"2021-08-20 07:01:59.000000+00:00\", \"2019-03-08 11:43:02.000000+00:00\"], \"session_ids\": [\"773810d1-2a75-421d-93b3-cb903931cee4\", \"043c6bec-6c8d-4d6e-91ae-6fe24e521343\", \"9b6220d0-d7cc-426e-bafd-83908bd2bb23\", \"a6a91f1f-b888-4b80-8b27-a7d5ef700189\"], \"total_duration\": 719.0, \"total_sessions\": 4, \"mean_week_duration\": 3.36}, \"10829\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-06-19 15:21:06.000000+00:00\", \"2021-05-02 18:07:31.000000+00:00\"], \"session_ids\": [\"611836d3-0416-4dac-80e9-b9858c22248e\", \"1ae16f53-01de-4d58-ae21-fdcec6be9e07\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.78}, \"24157\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-09-08 10:06:16.000000+00:00\", \"2019-12-04 10:38:34.000000+00:00\"], \"session_ids\": [\"518ebd3b-2d83-4cf1-874c-08e57551eae7\", \"a851ed59-e91e-43e3-a769-243e1d921014\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 0.799}, \"48586\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-06-26 06:58:42.000000+00:00\", \"2021-01-28 01:52:08.000000+00:00\"], \"session_ids\": [\"73c3a97b-629c-42ab-bb4b-5de12f6d8260\", \"c042cf24-2b82-4442-8d4f-6ca4c8a32602\"], \"total_duration\": 202.0, \"total_sessions\": 2, \"mean_week_duration\": 6.516}, \"92217\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2020-10-23 14:47:12.000000+00:00\", \"2019-05-03 02:17:13.000000+00:00\", \"2022-09-26 07:06:17.000000+00:00\", \"2021-07-01 08:34:44.000000+00:00\", \"2020-02-10 12:05:49.000000+00:00\", \"2019-10-01 00:46:16.000000+00:00\"], \"session_ids\": [\"9b1b5bc2-89cf-45b7-91b1-134eced21e1a\", \"e64429fa-5928-4c81-bdef-35de300e4662\", \"753ba429-bd10-4c6a-b183-715abb5b069e\", \"ca3d7be8-e3d7-4bd1-b454-df9796d49c39\", \"fbf67cad-3054-4fe9-8b53-d521fd9aa2b8\", \"503c3947-e3b8-46cf-874f-407cd9ecff49\"], \"total_duration\": 4461.0, \"total_sessions\": 6, \"mean_week_duration\": 25.062}, \"29383\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2020-07-28 11:19:06.000000+00:00\", \"2021-03-22 15:17:25.000000+00:00\", \"2020-04-10 01:54:14.000000+00:00\", \"2020-11-30 02:33:18.000000+00:00\"], \"session_ids\": [\"bfb3b3b5-7d41-4dae-919f-2ac8f9b9dcdb\", \"3cf0e5fc-9b10-48e0-9229-101ae4fc98c4\", \"59e3abfb-0e50-4d81-9c59-b78b5a7b3626\", \"2db7a1b6-f6b2-4946-b302-34ba56d99754\"], \"total_duration\": 292.0, \"total_sessions\": 4, \"mean_week_duration\": 5.84}, \"81801\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-04-19 07:51:53.000000+00:00\", \"2020-11-28 03:51:35.000000+00:00\", \"2022-10-01 02:36:18.000000+00:00\", \"2022-09-13 11:02:14.000000+00:00\"], \"session_ids\": [\"069fd5ab-ab1b-4071-a356-ae43764dd443\", \"feffa509-c79b-4344-b45b-40c7086ff65f\", \"32c63c13-875f-4998-9b02-d0dff5c9c5bd\", \"fb0bc726-f436-43d5-b2af-34800667bbfd\"], \"total_duration\": 76.0, \"total_sessions\": 4, \"mean_week_duration\": 0.792}, \"59718\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-08-25 09:58:20.000000+00:00\", \"2022-12-04 08:02:43.000000+00:00\"], \"session_ids\": [\"7f22daa2-41e9-4c44-9dac-efb7b0a34bde\", \"00273031-5d8f-49d0-a27e-f78d04a9fb2a\"], \"total_duration\": 334.0, \"total_sessions\": 2, \"mean_week_duration\": 1.953}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are 3"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"==\"]]}, \"all_values\": {\"total_sessions\": [[3, 6]]}}}\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": "Please offer data on 4 users who don't currently live in cities Hanoi, San Juan, Santiago, Stockholm, Kuala Lumpur in addition apply sorting by sessions count risingly."
}
] |
[
{
"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{\"20888\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-08-07 17:46:40.000000+00:00\", \"2023-05-04 17:21:25.000000+00:00\", \"2023-04-20 16:39:51.000000+00:00\"], \"session_ids\": [\"f2b94dee-a416-4896-923d-de65b1d7a4ae\", \"d5b12689-e93b-4932-a59d-67bbb4382b72\", \"ed5d1230-7f9b-4f52-baab-0974fc2fdd12\"], \"total_duration\": 159.0, \"total_sessions\": 3, \"mean_week_duration\": 1.747}, \"58102\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-08-27 21:12:34.000000+00:00\", \"2020-02-08 23:59:50.000000+00:00\", \"2020-01-06 08:01:38.000000+00:00\"], \"session_ids\": [\"63b7d249-55a9-457d-947e-df3b3e2b78d5\", \"f5e53d88-0c16-4f8d-b8c7-c983882798e8\", \"2685201a-080c-4d4f-833f-100ca021ead0\"], \"total_duration\": 407.0, \"total_sessions\": 3, \"mean_week_duration\": 2.949}, \"12812\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-04 12:25:31.000000+00:00\", \"2019-08-11 06:06:24.000000+00:00\", \"2020-01-05 10:08:25.000000+00:00\", \"2019-08-31 23:12:41.000000+00:00\"], \"session_ids\": [\"fd2f8b79-c1f5-4f47-ab7d-c9ebc926add3\", \"7876acb0-f78d-45b1-b78e-8d81bb666bfa\", \"674e6746-4261-459f-8da8-fa14d6d53c24\", \"dc0c50e5-4c39-4db3-b1ae-a2f3f255164a\"], \"total_duration\": 321.0, \"total_sessions\": 4, \"mean_week_duration\": 1.945}, \"88962\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2020-02-22 05:49:25.000000+00:00\", \"2020-08-07 16:12:32.000000+00:00\"], \"session_ids\": [\"9218489c-2c98-416b-8964-f27ccd4e7f82\", \"e9a5ff69-d288-49f5-b7d2-be13df87334b\"], \"total_duration\": 254.0, \"total_sessions\": 2, \"mean_week_duration\": 10.583}, \"22318\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-05-31 12:30:07.000000+00:00\", \"2019-10-19 04:17:15.000000+00:00\", \"2020-03-28 07:29:40.000000+00:00\"], \"session_ids\": [\"843d57c2-2cb3-4b47-b1c7-0a6f26f9e409\", \"fea73fb4-9ceb-429a-bb13-62772e606fbe\", \"624e7a6e-d8b5-4015-aa84-053e3b519e30\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 0.46}, \"4549\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-05-24 15:56:35.000000+00:00\", \"2020-01-18 15:57:45.000000+00:00\", \"2022-11-08 08:39:11.000000+00:00\"], \"session_ids\": [\"d782a458-bba8-44f9-a2de-ffc16ba58462\", \"07a24dec-e960-4000-a98b-14881fc48056\", \"00fee42a-5105-49ac-8829-7276c3f15a8f\"], \"total_duration\": 887.0, \"total_sessions\": 3, \"mean_week_duration\": 5.069}, \"69430\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-12-23 18:15:01.000000+00:00\", \"2023-02-19 06:51:55.000000+00:00\", \"2022-09-22 08:22:41.000000+00:00\"], \"session_ids\": [\"f33184da-f195-4b9d-8b0a-838474b11b86\", \"7c8053bf-e05f-40df-8cbe-06209e8f0bfc\", \"8ef1aa45-cfe4-47e9-99bc-a5508d1e5adc\"], \"total_duration\": 542.0, \"total_sessions\": 3, \"mean_week_duration\": 8.885}, \"65885\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-14 07:50:45.000000+00:00\", \"2019-06-06 12:48:56.000000+00:00\", \"2021-11-11 04:12:09.000000+00:00\", \"2019-03-10 04:51:45.000000+00:00\", \"2021-10-30 22:35:28.000000+00:00\", \"2019-07-31 15:55:04.000000+00:00\", \"2020-12-07 19:15:39.000000+00:00\"], \"session_ids\": [\"1f2ea550-624e-400c-85ab-df2da852cebe\", \"788915cd-64ee-4554-ad65-9564c2e77ad5\", \"5ff4f946-0b2c-4478-9e33-6fcc10952bcc\", \"f40e1331-d1b2-4daf-af54-15243d6edb53\", \"9a02d3f9-5f0d-4e64-833e-b3a15c5e6457\", \"a58ed638-f24b-4616-a1da-01525a402074\", \"716f06ce-6b2d-4fa0-866b-8c10e908c0fd\"], \"total_duration\": 563.0, \"total_sessions\": 7, \"mean_week_duration\": 4.021}, \"81917\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-08-14 10:23:35.000000+00:00\", \"2020-06-29 09:03:31.000000+00:00\"], \"session_ids\": [\"03a67460-feeb-4dff-a7d7-976861350ba2\", \"6f0f06a3-69df-4a07-9c3b-be0be6b5152d\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 2.174}, \"41579\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-03-28 19:20:38.000000+00:00\", \"2022-01-08 04:18:10.000000+00:00\"], \"session_ids\": [\"c4c761ad-92cd-47e8-96a4-d69dc03f5924\", \"492a5a9e-96b5-4009-b378-760558eff0b4\"], \"total_duration\": 440.0, \"total_sessions\": 2, \"mean_week_duration\": 3.014}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Hanoi, San Juan, Santiago, Stockholm, Kuala Lumpur"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Hanoi\", \"San Juan\", \"Santiago\", \"Stockholm\", \"Kuala Lumpur\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"20888\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-08-07 17:46:40.000000+00:00\", \"2023-05-04 17:21:25.000000+00:00\", \"2023-04-20 16:39:51.000000+00:00\"], \"session_ids\": [\"f2b94dee-a416-4896-923d-de65b1d7a4ae\", \"d5b12689-e93b-4932-a59d-67bbb4382b72\", \"ed5d1230-7f9b-4f52-baab-0974fc2fdd12\"], \"total_duration\": 159.0, \"total_sessions\": 3, \"mean_week_duration\": 1.747}, \"58102\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-08-27 21:12:34.000000+00:00\", \"2020-02-08 23:59:50.000000+00:00\", \"2020-01-06 08:01:38.000000+00:00\"], \"session_ids\": [\"63b7d249-55a9-457d-947e-df3b3e2b78d5\", \"f5e53d88-0c16-4f8d-b8c7-c983882798e8\", \"2685201a-080c-4d4f-833f-100ca021ead0\"], \"total_duration\": 407.0, \"total_sessions\": 3, \"mean_week_duration\": 2.949}, \"12812\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-04 12:25:31.000000+00:00\", \"2019-08-11 06:06:24.000000+00:00\", \"2020-01-05 10:08:25.000000+00:00\", \"2019-08-31 23:12:41.000000+00:00\"], \"session_ids\": [\"fd2f8b79-c1f5-4f47-ab7d-c9ebc926add3\", \"7876acb0-f78d-45b1-b78e-8d81bb666bfa\", \"674e6746-4261-459f-8da8-fa14d6d53c24\", \"dc0c50e5-4c39-4db3-b1ae-a2f3f255164a\"], \"total_duration\": 321.0, \"total_sessions\": 4, \"mean_week_duration\": 1.945}, \"88962\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2020-02-22 05:49:25.000000+00:00\", \"2020-08-07 16:12:32.000000+00:00\"], \"session_ids\": [\"9218489c-2c98-416b-8964-f27ccd4e7f82\", \"e9a5ff69-d288-49f5-b7d2-be13df87334b\"], \"total_duration\": 254.0, \"total_sessions\": 2, \"mean_week_duration\": 10.583}, \"22318\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-05-31 12:30:07.000000+00:00\", \"2019-10-19 04:17:15.000000+00:00\", \"2020-03-28 07:29:40.000000+00:00\"], \"session_ids\": [\"843d57c2-2cb3-4b47-b1c7-0a6f26f9e409\", \"fea73fb4-9ceb-429a-bb13-62772e606fbe\", \"624e7a6e-d8b5-4015-aa84-053e3b519e30\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 0.46}, \"4549\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-05-24 15:56:35.000000+00:00\", \"2020-01-18 15:57:45.000000+00:00\", \"2022-11-08 08:39:11.000000+00:00\"], \"session_ids\": [\"d782a458-bba8-44f9-a2de-ffc16ba58462\", \"07a24dec-e960-4000-a98b-14881fc48056\", \"00fee42a-5105-49ac-8829-7276c3f15a8f\"], \"total_duration\": 887.0, \"total_sessions\": 3, \"mean_week_duration\": 5.069}, \"69430\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-12-23 18:15:01.000000+00:00\", \"2023-02-19 06:51:55.000000+00:00\", \"2022-09-22 08:22:41.000000+00:00\"], \"session_ids\": [\"f33184da-f195-4b9d-8b0a-838474b11b86\", \"7c8053bf-e05f-40df-8cbe-06209e8f0bfc\", \"8ef1aa45-cfe4-47e9-99bc-a5508d1e5adc\"], \"total_duration\": 542.0, \"total_sessions\": 3, \"mean_week_duration\": 8.885}, \"65885\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-14 07:50:45.000000+00:00\", \"2019-06-06 12:48:56.000000+00:00\", \"2021-11-11 04:12:09.000000+00:00\", \"2019-03-10 04:51:45.000000+00:00\", \"2021-10-30 22:35:28.000000+00:00\", \"2019-07-31 15:55:04.000000+00:00\", \"2020-12-07 19:15:39.000000+00:00\"], \"session_ids\": [\"1f2ea550-624e-400c-85ab-df2da852cebe\", \"788915cd-64ee-4554-ad65-9564c2e77ad5\", \"5ff4f946-0b2c-4478-9e33-6fcc10952bcc\", \"f40e1331-d1b2-4daf-af54-15243d6edb53\", \"9a02d3f9-5f0d-4e64-833e-b3a15c5e6457\", \"a58ed638-f24b-4616-a1da-01525a402074\", \"716f06ce-6b2d-4fa0-866b-8c10e908c0fd\"], \"total_duration\": 563.0, \"total_sessions\": 7, \"mean_week_duration\": 4.021}, \"41579\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-03-28 19:20:38.000000+00:00\", \"2022-01-08 04:18:10.000000+00:00\"], \"session_ids\": [\"c4c761ad-92cd-47e8-96a4-d69dc03f5924\", \"492a5a9e-96b5-4009-b378-760558eff0b4\"], \"total_duration\": 440.0, \"total_sessions\": 2, \"mean_week_duration\": 3.014}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"88962\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2020-02-22 05:49:25.000000+00:00\", \"2020-08-07 16:12:32.000000+00:00\"], \"session_ids\": [\"9218489c-2c98-416b-8964-f27ccd4e7f82\", \"e9a5ff69-d288-49f5-b7d2-be13df87334b\"], \"total_duration\": 254.0, \"total_sessions\": 2, \"mean_week_duration\": 10.583}}, {\"41579\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-03-28 19:20:38.000000+00:00\", \"2022-01-08 04:18:10.000000+00:00\"], \"session_ids\": [\"c4c761ad-92cd-47e8-96a4-d69dc03f5924\", \"492a5a9e-96b5-4009-b378-760558eff0b4\"], \"total_duration\": 440.0, \"total_sessions\": 2, \"mean_week_duration\": 3.014}}, {\"20888\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-08-07 17:46:40.000000+00:00\", \"2023-05-04 17:21:25.000000+00:00\", \"2023-04-20 16:39:51.000000+00:00\"], \"session_ids\": [\"f2b94dee-a416-4896-923d-de65b1d7a4ae\", \"d5b12689-e93b-4932-a59d-67bbb4382b72\", \"ed5d1230-7f9b-4f52-baab-0974fc2fdd12\"], \"total_duration\": 159.0, \"total_sessions\": 3, \"mean_week_duration\": 1.747}}, {\"58102\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-08-27 21:12:34.000000+00:00\", \"2020-02-08 23:59:50.000000+00:00\", \"2020-01-06 08:01:38.000000+00:00\"], \"session_ids\": [\"63b7d249-55a9-457d-947e-df3b3e2b78d5\", \"f5e53d88-0c16-4f8d-b8c7-c983882798e8\", \"2685201a-080c-4d4f-833f-100ca021ead0\"], \"total_duration\": 407.0, \"total_sessions\": 3, \"mean_week_duration\": 2.949}}, {\"22318\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-05-31 12:30:07.000000+00:00\", \"2019-10-19 04:17:15.000000+00:00\", \"2020-03-28 07:29:40.000000+00:00\"], \"session_ids\": [\"843d57c2-2cb3-4b47-b1c7-0a6f26f9e409\", \"fea73fb4-9ceb-429a-bb13-62772e606fbe\", \"624e7a6e-d8b5-4015-aa84-053e3b519e30\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 0.46}}, {\"4549\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-05-24 15:56:35.000000+00:00\", \"2020-01-18 15:57:45.000000+00:00\", \"2022-11-08 08:39:11.000000+00:00\"], \"session_ids\": [\"d782a458-bba8-44f9-a2de-ffc16ba58462\", \"07a24dec-e960-4000-a98b-14881fc48056\", \"00fee42a-5105-49ac-8829-7276c3f15a8f\"], \"total_duration\": 887.0, \"total_sessions\": 3, \"mean_week_duration\": 5.069}}, {\"69430\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-12-23 18:15:01.000000+00:00\", \"2023-02-19 06:51:55.000000+00:00\", \"2022-09-22 08:22:41.000000+00:00\"], \"session_ids\": [\"f33184da-f195-4b9d-8b0a-838474b11b86\", \"7c8053bf-e05f-40df-8cbe-06209e8f0bfc\", \"8ef1aa45-cfe4-47e9-99bc-a5508d1e5adc\"], \"total_duration\": 542.0, \"total_sessions\": 3, \"mean_week_duration\": 8.885}}, {\"12812\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-04 12:25:31.000000+00:00\", \"2019-08-11 06:06:24.000000+00:00\", \"2020-01-05 10:08:25.000000+00:00\", \"2019-08-31 23:12:41.000000+00:00\"], \"session_ids\": [\"fd2f8b79-c1f5-4f47-ab7d-c9ebc926add3\", \"7876acb0-f78d-45b1-b78e-8d81bb666bfa\", \"674e6746-4261-459f-8da8-fa14d6d53c24\", \"dc0c50e5-4c39-4db3-b1ae-a2f3f255164a\"], \"total_duration\": 321.0, \"total_sessions\": 4, \"mean_week_duration\": 1.945}}, {\"65885\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-14 07:50:45.000000+00:00\", \"2019-06-06 12:48:56.000000+00:00\", \"2021-11-11 04:12:09.000000+00:00\", \"2019-03-10 04:51:45.000000+00:00\", \"2021-10-30 22:35:28.000000+00:00\", \"2019-07-31 15:55:04.000000+00:00\", \"2020-12-07 19:15:39.000000+00:00\"], \"session_ids\": [\"1f2ea550-624e-400c-85ab-df2da852cebe\", \"788915cd-64ee-4554-ad65-9564c2e77ad5\", \"5ff4f946-0b2c-4478-9e33-6fcc10952bcc\", \"f40e1331-d1b2-4daf-af54-15243d6edb53\", \"9a02d3f9-5f0d-4e64-833e-b3a15c5e6457\", \"a58ed638-f24b-4616-a1da-01525a402074\", \"716f06ce-6b2d-4fa0-866b-8c10e908c0fd\"], \"total_duration\": 563.0, \"total_sessions\": 7, \"mean_week_duration\": 4.021}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 4 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"88962\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2020-02-22 05:49:25.000000+00:00\", \"2020-08-07 16:12:32.000000+00:00\"], \"session_ids\": [\"9218489c-2c98-416b-8964-f27ccd4e7f82\", \"e9a5ff69-d288-49f5-b7d2-be13df87334b\"], \"total_duration\": 254.0, \"total_sessions\": 2, \"mean_week_duration\": 10.583}}, {\"41579\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-03-28 19:20:38.000000+00:00\", \"2022-01-08 04:18:10.000000+00:00\"], \"session_ids\": [\"c4c761ad-92cd-47e8-96a4-d69dc03f5924\", \"492a5a9e-96b5-4009-b378-760558eff0b4\"], \"total_duration\": 440.0, \"total_sessions\": 2, \"mean_week_duration\": 3.014}}, {\"20888\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-08-07 17:46:40.000000+00:00\", \"2023-05-04 17:21:25.000000+00:00\", \"2023-04-20 16:39:51.000000+00:00\"], \"session_ids\": [\"f2b94dee-a416-4896-923d-de65b1d7a4ae\", \"d5b12689-e93b-4932-a59d-67bbb4382b72\", \"ed5d1230-7f9b-4f52-baab-0974fc2fdd12\"], \"total_duration\": 159.0, \"total_sessions\": 3, \"mean_week_duration\": 1.747}}, {\"58102\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-08-27 21:12:34.000000+00:00\", \"2020-02-08 23:59:50.000000+00:00\", \"2020-01-06 08:01:38.000000+00:00\"], \"session_ids\": [\"63b7d249-55a9-457d-947e-df3b3e2b78d5\", \"f5e53d88-0c16-4f8d-b8c7-c983882798e8\", \"2685201a-080c-4d4f-833f-100ca021ead0\"], \"total_duration\": 407.0, \"total_sessions\": 3, \"mean_week_duration\": 2.949}}]\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[{\"88962\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2020-02-22 05:49:25.000000+00:00\", \"2020-08-07 16:12:32.000000+00:00\"], \"session_ids\": [\"9218489c-2c98-416b-8964-f27ccd4e7f82\", \"e9a5ff69-d288-49f5-b7d2-be13df87334b\"], \"total_duration\": 254.0, \"total_sessions\": 2, \"mean_week_duration\": 10.583}}, {\"41579\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-03-28 19:20:38.000000+00:00\", \"2022-01-08 04:18:10.000000+00:00\"], \"session_ids\": [\"c4c761ad-92cd-47e8-96a4-d69dc03f5924\", \"492a5a9e-96b5-4009-b378-760558eff0b4\"], \"total_duration\": 440.0, \"total_sessions\": 2, \"mean_week_duration\": 3.014}}, {\"20888\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-08-07 17:46:40.000000+00:00\", \"2023-05-04 17:21:25.000000+00:00\", \"2023-04-20 16:39:51.000000+00:00\"], \"session_ids\": [\"f2b94dee-a416-4896-923d-de65b1d7a4ae\", \"d5b12689-e93b-4932-a59d-67bbb4382b72\", \"ed5d1230-7f9b-4f52-baab-0974fc2fdd12\"], \"total_duration\": 159.0, \"total_sessions\": 3, \"mean_week_duration\": 1.747}}, {\"58102\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-08-27 21:12:34.000000+00:00\", \"2020-02-08 23:59:50.000000+00:00\", \"2020-01-06 08:01:38.000000+00:00\"], \"session_ids\": [\"63b7d249-55a9-457d-947e-df3b3e2b78d5\", \"f5e53d88-0c16-4f8d-b8c7-c983882798e8\", \"2685201a-080c-4d4f-833f-100ca021ead0\"], \"total_duration\": 407.0, \"total_sessions\": 3, \"mean_week_duration\": 2.949}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide insights into 2 users who are users with lowest overall sessions count as well as perform sorting by mean_week_duration in asc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"84255\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 6, \"Fallout Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-04-19 16:35:43.000000+00:00\", \"2020-12-01 20:22:46.000000+00:00\", \"2021-05-18 08:22:24.000000+00:00\", \"2020-05-20 09:25:54.000000+00:00\", \"2021-11-05 18:29:12.000000+00:00\", \"2020-06-28 12:49:17.000000+00:00\"], \"session_ids\": [\"f2e585f0-31c0-4c99-bd2d-cde88e99859c\", \"ec2b40cb-583c-47f2-bf67-98ccf5b1a3da\", \"5051a79d-1775-4d9c-b52f-4599d8f931fd\", \"b3c0c6e0-5437-4f8e-9386-247b52fad832\", \"424a8548-e414-49e0-99bb-969e4858be09\", \"f4a6431f-5c52-4506-9bdb-200d88cdb816\"], \"total_duration\": 1273.0, \"total_sessions\": 6, \"mean_week_duration\": 15.716}, \"28896\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-02-23 06:14:33.000000+00:00\", \"2022-05-01 02:38:44.000000+00:00\", \"2020-10-22 09:11:12.000000+00:00\", \"2020-03-26 07:45:21.000000+00:00\", \"2021-01-20 11:43:43.000000+00:00\"], \"session_ids\": [\"b176f39e-00fc-49f7-b656-693d5a6839a4\", \"00b48740-82bf-4c39-8ca3-a51abb30ca8b\", \"d19db289-0b8a-41a1-bdd1-9b44db70e4ea\", \"a279b7cf-310f-4407-8058-59f1cdf067aa\", \"6ffb695b-2684-4822-9167-3e7d97e35818\"], \"total_duration\": 78.0, \"total_sessions\": 5, \"mean_week_duration\": 0.709}, \"43841\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-05-19 11:17:49.000000+00:00\", \"2020-09-24 14:17:11.000000+00:00\", \"2020-11-21 14:14:44.000000+00:00\", \"2020-06-10 14:21:29.000000+00:00\", \"2022-06-04 13:09:12.000000+00:00\"], \"session_ids\": [\"fab8dbe5-6315-4dd2-8650-60dbbb05f79f\", \"54df373f-cd16-4a13-9a46-c898e73abc2d\", \"b78c0caf-3650-438c-a383-be0b2eac4024\", \"e9273394-c6ad-466e-8cf2-169214fc5038\", \"994701e4-3514-4da1-bbe1-bfea20e1bd56\"], \"total_duration\": 1141.0, \"total_sessions\": 5, \"mean_week_duration\": 10.664}, \"82471\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-12-20 05:25:32.000000+00:00\", \"2019-08-19 11:06:19.000000+00:00\", \"2019-08-08 10:32:13.000000+00:00\"], \"session_ids\": [\"570c582a-f7d7-4aff-8463-05deaeb48a4a\", \"1cc96131-940e-416d-bcea-edae7263e4c0\", \"3b70b2a5-18f2-4b30-8d50-4803dae318ce\"], \"total_duration\": 540.0, \"total_sessions\": 3, \"mean_week_duration\": 4.355}, \"65117\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-11-09 21:52:44.000000+00:00\", \"2019-03-25 14:09:05.000000+00:00\", \"2022-01-18 13:02:28.000000+00:00\"], \"session_ids\": [\"958f2323-5897-4f1f-8940-6b2b6194ce9c\", \"cc037ad0-aeda-4156-b38a-3b06c7e48856\", \"9621786f-ca4c-4933-880d-ebeb01b5cbdd\"], \"total_duration\": 547.0, \"total_sessions\": 3, \"mean_week_duration\": 3.721}, \"81138\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-10-24 04:04:44.000000+00:00\", \"2022-05-07 22:22:56.000000+00:00\"], \"session_ids\": [\"abef4e3a-e312-4ad4-b639-838e9b708235\", \"d0292a52-5a8d-4834-aab1-1b15c11a7e13\"], \"total_duration\": 351.0, \"total_sessions\": 2, \"mean_week_duration\": 4.388}, \"72328\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-04-26 05:26:25.000000+00:00\", \"2021-08-04 05:10:44.000000+00:00\"], \"session_ids\": [\"4e819a21-e0f4-4519-9820-4f02fba00594\", \"b4198b6e-2bc7-488d-81b8-ea31cda1bdcc\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 4.791}, \"17283\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2021-01-10 03:01:35.000000+00:00\", \"2021-04-11 16:06:11.000000+00:00\"], \"session_ids\": [\"8a943a3a-d246-46db-be4a-0f0664b3cd40\", \"e79f85c8-9833-472f-a416-5478d40f7661\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 1.692}, \"93852\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Paris\", \"datetimes\": [\"2019-05-27 20:41:52.000000+00:00\", \"2020-01-07 06:38:28.000000+00:00\", \"2021-05-10 22:13:09.000000+00:00\", \"2023-01-02 14:24:44.000000+00:00\"], \"session_ids\": [\"393245b8-b298-40f7-aa11-9c594a4396d1\", \"fe39a597-220d-4a66-a1e3-07da5f1dd341\", \"7c8b9a8a-5985-41ea-b4dd-7ed813b8da68\", \"0daf8c72-36f8-498e-b881-1d47f9c34cfa\"], \"total_duration\": 461.0, \"total_sessions\": 4, \"mean_week_duration\": 2.452}, \"47366\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-09-05 21:33:23.000000+00:00\", \"2023-04-30 07:18:21.000000+00:00\"], \"session_ids\": [\"c8f13148-f9e1-4c9b-9d84-c8df56d919ab\", \"4b0fb625-031c-4666-ae9f-05d3043af212\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.372}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the lowest 2 total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": false, \"quant_to_remain\": 2}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"81138\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-10-24 04:04:44.000000+00:00\", \"2022-05-07 22:22:56.000000+00:00\"], \"session_ids\": [\"abef4e3a-e312-4ad4-b639-838e9b708235\", \"d0292a52-5a8d-4834-aab1-1b15c11a7e13\"], \"total_duration\": 351.0, \"total_sessions\": 2, \"mean_week_duration\": 4.388}}, {\"72328\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-04-26 05:26:25.000000+00:00\", \"2021-08-04 05:10:44.000000+00:00\"], \"session_ids\": [\"4e819a21-e0f4-4519-9820-4f02fba00594\", \"b4198b6e-2bc7-488d-81b8-ea31cda1bdcc\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 4.791}}, {\"17283\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2021-01-10 03:01:35.000000+00:00\", \"2021-04-11 16:06:11.000000+00:00\"], \"session_ids\": [\"8a943a3a-d246-46db-be4a-0f0664b3cd40\", \"e79f85c8-9833-472f-a416-5478d40f7661\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 1.692}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"17283\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2021-01-10 03:01:35.000000+00:00\", \"2021-04-11 16:06:11.000000+00:00\"], \"session_ids\": [\"8a943a3a-d246-46db-be4a-0f0664b3cd40\", \"e79f85c8-9833-472f-a416-5478d40f7661\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 1.692}}, {\"81138\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-10-24 04:04:44.000000+00:00\", \"2022-05-07 22:22:56.000000+00:00\"], \"session_ids\": [\"abef4e3a-e312-4ad4-b639-838e9b708235\", \"d0292a52-5a8d-4834-aab1-1b15c11a7e13\"], \"total_duration\": 351.0, \"total_sessions\": 2, \"mean_week_duration\": 4.388}}, {\"72328\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-04-26 05:26:25.000000+00:00\", \"2021-08-04 05:10:44.000000+00:00\"], \"session_ids\": [\"4e819a21-e0f4-4519-9820-4f02fba00594\", \"b4198b6e-2bc7-488d-81b8-ea31cda1bdcc\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 4.791}}]\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[{\"17283\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2021-01-10 03:01:35.000000+00:00\", \"2021-04-11 16:06:11.000000+00:00\"], \"session_ids\": [\"8a943a3a-d246-46db-be4a-0f0664b3cd40\", \"e79f85c8-9833-472f-a416-5478d40f7661\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 1.692}}, {\"81138\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-10-24 04:04:44.000000+00:00\", \"2022-05-07 22:22:56.000000+00:00\"], \"session_ids\": [\"abef4e3a-e312-4ad4-b639-838e9b708235\", \"d0292a52-5a8d-4834-aab1-1b15c11a7e13\"], \"total_duration\": 351.0, \"total_sessions\": 2, \"mean_week_duration\": 4.388}}]\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[{\"17283\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2021-01-10 03:01:35.000000+00:00\", \"2021-04-11 16:06:11.000000+00:00\"], \"session_ids\": [\"8a943a3a-d246-46db-be4a-0f0664b3cd40\", \"e79f85c8-9833-472f-a416-5478d40f7661\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 1.692}}, {\"81138\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-10-24 04:04:44.000000+00:00\", \"2022-05-07 22:22:56.000000+00:00\"], \"session_ids\": [\"abef4e3a-e312-4ad4-b639-838e9b708235\", \"d0292a52-5a8d-4834-aab1-1b15c11a7e13\"], \"total_duration\": 351.0, \"total_sessions\": 2, \"mean_week_duration\": 4.388}}]\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 time in app per week is greater than 47 and less than 2 also apply sorting by sessions total from the largest to the smallest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"28136\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-04 00:39:21.000000+00:00\", \"2021-05-13 01:59:38.000000+00:00\"], \"session_ids\": [\"69814de7-6e15-4331-998a-4f483baaaaea\", \"5e79dbff-e0f9-4a37-ade0-1416cfd6070e\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 1.079}, \"99279\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-27 19:34:42.000000+00:00\", \"2020-01-23 17:45:17.000000+00:00\", \"2021-05-16 18:16:24.000000+00:00\", \"2022-10-23 06:22:39.000000+00:00\", \"2021-07-20 04:21:44.000000+00:00\", \"2019-05-21 08:10:32.000000+00:00\", \"2023-01-09 19:45:37.000000+00:00\", \"2021-03-08 07:58:29.000000+00:00\"], \"session_ids\": [\"155f3665-6f51-4923-8c3e-629e4804d7d9\", \"23f77ef3-d8b6-4acf-90f6-06873e554f00\", \"a4d1e393-14a1-4fe6-ad2b-56a1deff2bc7\", \"3f5b2f55-320a-4efb-a627-33daeefdd139\", \"d5960f27-8113-4e0c-8eb7-e0bc2b5b7b51\", \"9c1e2be9-e9f4-4be3-a55f-b4bf9e4a755e\", \"d760ba2a-2aaf-4a46-ba42-2bfa6996555c\", \"d11768f0-76ea-4eb2-a5ab-5a5bfd2ad890\"], \"total_duration\": 9381.0, \"total_sessions\": 8, \"mean_week_duration\": 49.374}, \"47488\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-02-05 15:22:24.000000+00:00\", \"2019-05-17 09:05:18.000000+00:00\", \"2022-08-18 15:52:35.000000+00:00\", \"2023-01-04 23:21:36.000000+00:00\", \"2021-01-31 18:14:29.000000+00:00\", \"2022-01-29 21:14:52.000000+00:00\", \"2023-03-20 05:01:57.000000+00:00\", \"2021-01-20 19:20:30.000000+00:00\", \"2020-10-12 10:33:06.000000+00:00\"], \"session_ids\": [\"fcafe690-9259-438f-b2b3-147a43050339\", \"f65568b4-f3d1-424c-b54c-370aec46a3f5\", \"cc36f0d8-ed8b-4d17-9e76-98032a6508ec\", \"7426872a-d927-4987-b284-566576d16cf8\", \"388502c8-44b6-468d-81be-e600616730c0\", \"2a9dfae7-9ae2-477e-b792-5116dfd9695d\", \"4d4b55ec-430a-41b8-85ac-2816344bef79\", \"bb5f5996-f83d-466c-87fc-15a9bfd9d2a2\", \"5cf0eb38-8bc7-4e4a-8340-fa8c5b30ebe1\"], \"total_duration\": 16936.0, \"total_sessions\": 9, \"mean_week_duration\": 84.259}, \"8789\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-09-20 20:14:08.000000+00:00\", \"2022-09-07 03:06:32.000000+00:00\"], \"session_ids\": [\"45ad8391-52aa-4469-9ef2-5a6d716e1144\", \"09818093-13d3-4855-bbfe-16a9c828bed7\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 1.359}, \"65094\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-02-08 08:48:32.000000+00:00\", \"2023-02-08 08:10:51.000000+00:00\", \"2019-11-27 20:05:30.000000+00:00\", \"2021-07-28 07:16:17.000000+00:00\", \"2019-05-24 15:08:16.000000+00:00\", \"2023-06-05 00:17:01.000000+00:00\", \"2022-09-14 10:45:15.000000+00:00\", \"2020-08-09 08:00:07.000000+00:00\", \"2023-06-05 09:47:48.000000+00:00\", \"2020-03-29 19:00:19.000000+00:00\"], \"session_ids\": [\"41018ae2-a155-4cae-8574-a1a812fd4221\", \"ca656839-eccc-4b09-aed1-d2d3438a7b14\", \"6ea7d41b-7186-42e8-8657-71a00ba5d23a\", \"0c295705-c4f2-4748-85c5-d50a9ff975d1\", \"c4396e9a-1fa6-4ad2-ae77-18df0402208d\", \"eb9095e6-57c8-4737-befb-a26fc195dff8\", \"637885c4-c4c6-4b54-848e-4ade38a11b0e\", \"1a1acaf6-b589-4551-a9e6-14599f43fa93\", \"8986657e-793e-4668-8512-8a63bb7b2ca9\", \"c43a4f6c-c33c-45f4-af40-83aa09fb1909\"], \"total_duration\": 13893.0, \"total_sessions\": 10, \"mean_week_duration\": 65.844}, \"92829\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-07-09 13:28:47.000000+00:00\", \"2023-01-07 09:42:41.000000+00:00\", \"2019-06-30 20:49:00.000000+00:00\", \"2021-06-15 04:01:38.000000+00:00\"], \"session_ids\": [\"a1081c45-8028-49ca-a4ee-d9018fdfc197\", \"a4cd6291-de1b-4490-a572-a315110254ba\", \"d86fc01d-bfe2-410b-9016-9b26dbed4ac4\", \"7c6e9719-fefe-407c-b6f9-1e6eb7bd1e77\"], \"total_duration\": 250.0, \"total_sessions\": 4, \"mean_week_duration\": 1.359}, \"92804\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-05-23 15:48:55.000000+00:00\", \"2020-10-18 08:07:47.000000+00:00\", \"2019-05-17 17:33:15.000000+00:00\"], \"session_ids\": [\"a4038e59-58c8-416b-9192-fb1e5986278e\", \"9ee086ba-93ce-432f-b182-fb9a7b8a9d93\", \"f0f48299-3308-4992-b744-6398d5a59f1a\"], \"total_duration\": 546.0, \"total_sessions\": 3, \"mean_week_duration\": 7.28}, \"46030\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-07-18 05:24:49.000000+00:00\", \"2023-06-17 21:26:25.000000+00:00\", \"2022-06-18 03:52:56.000000+00:00\"], \"session_ids\": [\"a65bdc4d-31e1-4428-b42b-53abaad05d85\", \"bcfd1987-4eb7-4382-8b15-f385ff99d879\", \"6a775e9a-b301-484e-903f-ea13705fa9a2\"], \"total_duration\": 185.0, \"total_sessions\": 3, \"mean_week_duration\": 1.85}, \"82247\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-09-11 12:14:17.000000+00:00\", \"2021-07-01 19:13:53.000000+00:00\"], \"session_ids\": [\"479088ef-3afb-416f-a977-26e1b60aa6a9\", \"a26de2d8-a3c1-48a4-979a-c5a6e561313d\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.286}, \"28520\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-01-25 16:36:13.000000+00:00\", \"2022-09-10 06:01:48.000000+00:00\"], \"session_ids\": [\"06d98f9b-9cab-4b41-8bb3-9e339af5eb83\", \"409d216a-f267-4de3-9a2b-1bb24fce0d79\"], \"total_duration\": 357.0, \"total_sessions\": 2, \"mean_week_duration\": 10.818}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or less than 2 and are equal or greater than 47"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[2, 47]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"28136\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-04 00:39:21.000000+00:00\", \"2021-05-13 01:59:38.000000+00:00\"], \"session_ids\": [\"69814de7-6e15-4331-998a-4f483baaaaea\", \"5e79dbff-e0f9-4a37-ade0-1416cfd6070e\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 1.079}, \"8789\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-09-20 20:14:08.000000+00:00\", \"2022-09-07 03:06:32.000000+00:00\"], \"session_ids\": [\"45ad8391-52aa-4469-9ef2-5a6d716e1144\", \"09818093-13d3-4855-bbfe-16a9c828bed7\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 1.359}, \"92829\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-07-09 13:28:47.000000+00:00\", \"2023-01-07 09:42:41.000000+00:00\", \"2019-06-30 20:49:00.000000+00:00\", \"2021-06-15 04:01:38.000000+00:00\"], \"session_ids\": [\"a1081c45-8028-49ca-a4ee-d9018fdfc197\", \"a4cd6291-de1b-4490-a572-a315110254ba\", \"d86fc01d-bfe2-410b-9016-9b26dbed4ac4\", \"7c6e9719-fefe-407c-b6f9-1e6eb7bd1e77\"], \"total_duration\": 250.0, \"total_sessions\": 4, \"mean_week_duration\": 1.359}, \"46030\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-07-18 05:24:49.000000+00:00\", \"2023-06-17 21:26:25.000000+00:00\", \"2022-06-18 03:52:56.000000+00:00\"], \"session_ids\": [\"a65bdc4d-31e1-4428-b42b-53abaad05d85\", \"bcfd1987-4eb7-4382-8b15-f385ff99d879\", \"6a775e9a-b301-484e-903f-ea13705fa9a2\"], \"total_duration\": 185.0, \"total_sessions\": 3, \"mean_week_duration\": 1.85}, \"82247\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-09-11 12:14:17.000000+00:00\", \"2021-07-01 19:13:53.000000+00:00\"], \"session_ids\": [\"479088ef-3afb-416f-a977-26e1b60aa6a9\", \"a26de2d8-a3c1-48a4-979a-c5a6e561313d\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.286}, \"99279\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-27 19:34:42.000000+00:00\", \"2020-01-23 17:45:17.000000+00:00\", \"2021-05-16 18:16:24.000000+00:00\", \"2022-10-23 06:22:39.000000+00:00\", \"2021-07-20 04:21:44.000000+00:00\", \"2019-05-21 08:10:32.000000+00:00\", \"2023-01-09 19:45:37.000000+00:00\", \"2021-03-08 07:58:29.000000+00:00\"], \"session_ids\": [\"155f3665-6f51-4923-8c3e-629e4804d7d9\", \"23f77ef3-d8b6-4acf-90f6-06873e554f00\", \"a4d1e393-14a1-4fe6-ad2b-56a1deff2bc7\", \"3f5b2f55-320a-4efb-a627-33daeefdd139\", \"d5960f27-8113-4e0c-8eb7-e0bc2b5b7b51\", \"9c1e2be9-e9f4-4be3-a55f-b4bf9e4a755e\", \"d760ba2a-2aaf-4a46-ba42-2bfa6996555c\", \"d11768f0-76ea-4eb2-a5ab-5a5bfd2ad890\"], \"total_duration\": 9381.0, \"total_sessions\": 8, \"mean_week_duration\": 49.374}, \"47488\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-02-05 15:22:24.000000+00:00\", \"2019-05-17 09:05:18.000000+00:00\", \"2022-08-18 15:52:35.000000+00:00\", \"2023-01-04 23:21:36.000000+00:00\", \"2021-01-31 18:14:29.000000+00:00\", \"2022-01-29 21:14:52.000000+00:00\", \"2023-03-20 05:01:57.000000+00:00\", \"2021-01-20 19:20:30.000000+00:00\", \"2020-10-12 10:33:06.000000+00:00\"], \"session_ids\": [\"fcafe690-9259-438f-b2b3-147a43050339\", \"f65568b4-f3d1-424c-b54c-370aec46a3f5\", \"cc36f0d8-ed8b-4d17-9e76-98032a6508ec\", \"7426872a-d927-4987-b284-566576d16cf8\", \"388502c8-44b6-468d-81be-e600616730c0\", \"2a9dfae7-9ae2-477e-b792-5116dfd9695d\", \"4d4b55ec-430a-41b8-85ac-2816344bef79\", \"bb5f5996-f83d-466c-87fc-15a9bfd9d2a2\", \"5cf0eb38-8bc7-4e4a-8340-fa8c5b30ebe1\"], \"total_duration\": 16936.0, \"total_sessions\": 9, \"mean_week_duration\": 84.259}, \"65094\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-02-08 08:48:32.000000+00:00\", \"2023-02-08 08:10:51.000000+00:00\", \"2019-11-27 20:05:30.000000+00:00\", \"2021-07-28 07:16:17.000000+00:00\", \"2019-05-24 15:08:16.000000+00:00\", \"2023-06-05 00:17:01.000000+00:00\", \"2022-09-14 10:45:15.000000+00:00\", \"2020-08-09 08:00:07.000000+00:00\", \"2023-06-05 09:47:48.000000+00:00\", \"2020-03-29 19:00:19.000000+00:00\"], \"session_ids\": [\"41018ae2-a155-4cae-8574-a1a812fd4221\", \"ca656839-eccc-4b09-aed1-d2d3438a7b14\", \"6ea7d41b-7186-42e8-8657-71a00ba5d23a\", \"0c295705-c4f2-4748-85c5-d50a9ff975d1\", \"c4396e9a-1fa6-4ad2-ae77-18df0402208d\", \"eb9095e6-57c8-4737-befb-a26fc195dff8\", \"637885c4-c4c6-4b54-848e-4ade38a11b0e\", \"1a1acaf6-b589-4551-a9e6-14599f43fa93\", \"8986657e-793e-4668-8512-8a63bb7b2ca9\", \"c43a4f6c-c33c-45f4-af40-83aa09fb1909\"], \"total_duration\": 13893.0, \"total_sessions\": 10, \"mean_week_duration\": 65.844}}\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[{\"65094\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-02-08 08:48:32.000000+00:00\", \"2023-02-08 08:10:51.000000+00:00\", \"2019-11-27 20:05:30.000000+00:00\", \"2021-07-28 07:16:17.000000+00:00\", \"2019-05-24 15:08:16.000000+00:00\", \"2023-06-05 00:17:01.000000+00:00\", \"2022-09-14 10:45:15.000000+00:00\", \"2020-08-09 08:00:07.000000+00:00\", \"2023-06-05 09:47:48.000000+00:00\", \"2020-03-29 19:00:19.000000+00:00\"], \"session_ids\": [\"41018ae2-a155-4cae-8574-a1a812fd4221\", \"ca656839-eccc-4b09-aed1-d2d3438a7b14\", \"6ea7d41b-7186-42e8-8657-71a00ba5d23a\", \"0c295705-c4f2-4748-85c5-d50a9ff975d1\", \"c4396e9a-1fa6-4ad2-ae77-18df0402208d\", \"eb9095e6-57c8-4737-befb-a26fc195dff8\", \"637885c4-c4c6-4b54-848e-4ade38a11b0e\", \"1a1acaf6-b589-4551-a9e6-14599f43fa93\", \"8986657e-793e-4668-8512-8a63bb7b2ca9\", \"c43a4f6c-c33c-45f4-af40-83aa09fb1909\"], \"total_duration\": 13893.0, \"total_sessions\": 10, \"mean_week_duration\": 65.844}}, {\"47488\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-02-05 15:22:24.000000+00:00\", \"2019-05-17 09:05:18.000000+00:00\", \"2022-08-18 15:52:35.000000+00:00\", \"2023-01-04 23:21:36.000000+00:00\", \"2021-01-31 18:14:29.000000+00:00\", \"2022-01-29 21:14:52.000000+00:00\", \"2023-03-20 05:01:57.000000+00:00\", \"2021-01-20 19:20:30.000000+00:00\", \"2020-10-12 10:33:06.000000+00:00\"], \"session_ids\": [\"fcafe690-9259-438f-b2b3-147a43050339\", \"f65568b4-f3d1-424c-b54c-370aec46a3f5\", \"cc36f0d8-ed8b-4d17-9e76-98032a6508ec\", \"7426872a-d927-4987-b284-566576d16cf8\", \"388502c8-44b6-468d-81be-e600616730c0\", \"2a9dfae7-9ae2-477e-b792-5116dfd9695d\", \"4d4b55ec-430a-41b8-85ac-2816344bef79\", \"bb5f5996-f83d-466c-87fc-15a9bfd9d2a2\", \"5cf0eb38-8bc7-4e4a-8340-fa8c5b30ebe1\"], \"total_duration\": 16936.0, \"total_sessions\": 9, \"mean_week_duration\": 84.259}}, {\"99279\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-27 19:34:42.000000+00:00\", \"2020-01-23 17:45:17.000000+00:00\", \"2021-05-16 18:16:24.000000+00:00\", \"2022-10-23 06:22:39.000000+00:00\", \"2021-07-20 04:21:44.000000+00:00\", \"2019-05-21 08:10:32.000000+00:00\", \"2023-01-09 19:45:37.000000+00:00\", \"2021-03-08 07:58:29.000000+00:00\"], \"session_ids\": [\"155f3665-6f51-4923-8c3e-629e4804d7d9\", \"23f77ef3-d8b6-4acf-90f6-06873e554f00\", \"a4d1e393-14a1-4fe6-ad2b-56a1deff2bc7\", \"3f5b2f55-320a-4efb-a627-33daeefdd139\", \"d5960f27-8113-4e0c-8eb7-e0bc2b5b7b51\", \"9c1e2be9-e9f4-4be3-a55f-b4bf9e4a755e\", \"d760ba2a-2aaf-4a46-ba42-2bfa6996555c\", \"d11768f0-76ea-4eb2-a5ab-5a5bfd2ad890\"], \"total_duration\": 9381.0, \"total_sessions\": 8, \"mean_week_duration\": 49.374}}, {\"92829\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-07-09 13:28:47.000000+00:00\", \"2023-01-07 09:42:41.000000+00:00\", \"2019-06-30 20:49:00.000000+00:00\", \"2021-06-15 04:01:38.000000+00:00\"], \"session_ids\": [\"a1081c45-8028-49ca-a4ee-d9018fdfc197\", \"a4cd6291-de1b-4490-a572-a315110254ba\", \"d86fc01d-bfe2-410b-9016-9b26dbed4ac4\", \"7c6e9719-fefe-407c-b6f9-1e6eb7bd1e77\"], \"total_duration\": 250.0, \"total_sessions\": 4, \"mean_week_duration\": 1.359}}, {\"46030\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-07-18 05:24:49.000000+00:00\", \"2023-06-17 21:26:25.000000+00:00\", \"2022-06-18 03:52:56.000000+00:00\"], \"session_ids\": [\"a65bdc4d-31e1-4428-b42b-53abaad05d85\", \"bcfd1987-4eb7-4382-8b15-f385ff99d879\", \"6a775e9a-b301-484e-903f-ea13705fa9a2\"], \"total_duration\": 185.0, \"total_sessions\": 3, \"mean_week_duration\": 1.85}}, {\"28136\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-04 00:39:21.000000+00:00\", \"2021-05-13 01:59:38.000000+00:00\"], \"session_ids\": [\"69814de7-6e15-4331-998a-4f483baaaaea\", \"5e79dbff-e0f9-4a37-ade0-1416cfd6070e\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 1.079}}, {\"8789\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-09-20 20:14:08.000000+00:00\", \"2022-09-07 03:06:32.000000+00:00\"], \"session_ids\": [\"45ad8391-52aa-4469-9ef2-5a6d716e1144\", \"09818093-13d3-4855-bbfe-16a9c828bed7\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 1.359}}, {\"82247\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-09-11 12:14:17.000000+00:00\", \"2021-07-01 19:13:53.000000+00:00\"], \"session_ids\": [\"479088ef-3afb-416f-a977-26e1b60aa6a9\", \"a26de2d8-a3c1-48a4-979a-c5a6e561313d\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.286}}]\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[{\"65094\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-02-08 08:48:32.000000+00:00\", \"2023-02-08 08:10:51.000000+00:00\", \"2019-11-27 20:05:30.000000+00:00\", \"2021-07-28 07:16:17.000000+00:00\", \"2019-05-24 15:08:16.000000+00:00\", \"2023-06-05 00:17:01.000000+00:00\", \"2022-09-14 10:45:15.000000+00:00\", \"2020-08-09 08:00:07.000000+00:00\", \"2023-06-05 09:47:48.000000+00:00\", \"2020-03-29 19:00:19.000000+00:00\"], \"session_ids\": [\"41018ae2-a155-4cae-8574-a1a812fd4221\", \"ca656839-eccc-4b09-aed1-d2d3438a7b14\", \"6ea7d41b-7186-42e8-8657-71a00ba5d23a\", \"0c295705-c4f2-4748-85c5-d50a9ff975d1\", \"c4396e9a-1fa6-4ad2-ae77-18df0402208d\", \"eb9095e6-57c8-4737-befb-a26fc195dff8\", \"637885c4-c4c6-4b54-848e-4ade38a11b0e\", \"1a1acaf6-b589-4551-a9e6-14599f43fa93\", \"8986657e-793e-4668-8512-8a63bb7b2ca9\", \"c43a4f6c-c33c-45f4-af40-83aa09fb1909\"], \"total_duration\": 13893.0, \"total_sessions\": 10, \"mean_week_duration\": 65.844}}, {\"47488\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-02-05 15:22:24.000000+00:00\", \"2019-05-17 09:05:18.000000+00:00\", \"2022-08-18 15:52:35.000000+00:00\", \"2023-01-04 23:21:36.000000+00:00\", \"2021-01-31 18:14:29.000000+00:00\", \"2022-01-29 21:14:52.000000+00:00\", \"2023-03-20 05:01:57.000000+00:00\", \"2021-01-20 19:20:30.000000+00:00\", \"2020-10-12 10:33:06.000000+00:00\"], \"session_ids\": [\"fcafe690-9259-438f-b2b3-147a43050339\", \"f65568b4-f3d1-424c-b54c-370aec46a3f5\", \"cc36f0d8-ed8b-4d17-9e76-98032a6508ec\", \"7426872a-d927-4987-b284-566576d16cf8\", \"388502c8-44b6-468d-81be-e600616730c0\", \"2a9dfae7-9ae2-477e-b792-5116dfd9695d\", \"4d4b55ec-430a-41b8-85ac-2816344bef79\", \"bb5f5996-f83d-466c-87fc-15a9bfd9d2a2\", \"5cf0eb38-8bc7-4e4a-8340-fa8c5b30ebe1\"], \"total_duration\": 16936.0, \"total_sessions\": 9, \"mean_week_duration\": 84.259}}, {\"99279\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-27 19:34:42.000000+00:00\", \"2020-01-23 17:45:17.000000+00:00\", \"2021-05-16 18:16:24.000000+00:00\", \"2022-10-23 06:22:39.000000+00:00\", \"2021-07-20 04:21:44.000000+00:00\", \"2019-05-21 08:10:32.000000+00:00\", \"2023-01-09 19:45:37.000000+00:00\", \"2021-03-08 07:58:29.000000+00:00\"], \"session_ids\": [\"155f3665-6f51-4923-8c3e-629e4804d7d9\", \"23f77ef3-d8b6-4acf-90f6-06873e554f00\", \"a4d1e393-14a1-4fe6-ad2b-56a1deff2bc7\", \"3f5b2f55-320a-4efb-a627-33daeefdd139\", \"d5960f27-8113-4e0c-8eb7-e0bc2b5b7b51\", \"9c1e2be9-e9f4-4be3-a55f-b4bf9e4a755e\", \"d760ba2a-2aaf-4a46-ba42-2bfa6996555c\", \"d11768f0-76ea-4eb2-a5ab-5a5bfd2ad890\"], \"total_duration\": 9381.0, \"total_sessions\": 8, \"mean_week_duration\": 49.374}}, {\"92829\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-07-09 13:28:47.000000+00:00\", \"2023-01-07 09:42:41.000000+00:00\", \"2019-06-30 20:49:00.000000+00:00\", \"2021-06-15 04:01:38.000000+00:00\"], \"session_ids\": [\"a1081c45-8028-49ca-a4ee-d9018fdfc197\", \"a4cd6291-de1b-4490-a572-a315110254ba\", \"d86fc01d-bfe2-410b-9016-9b26dbed4ac4\", \"7c6e9719-fefe-407c-b6f9-1e6eb7bd1e77\"], \"total_duration\": 250.0, \"total_sessions\": 4, \"mean_week_duration\": 1.359}}, {\"46030\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-07-18 05:24:49.000000+00:00\", \"2023-06-17 21:26:25.000000+00:00\", \"2022-06-18 03:52:56.000000+00:00\"], \"session_ids\": [\"a65bdc4d-31e1-4428-b42b-53abaad05d85\", \"bcfd1987-4eb7-4382-8b15-f385ff99d879\", \"6a775e9a-b301-484e-903f-ea13705fa9a2\"], \"total_duration\": 185.0, \"total_sessions\": 3, \"mean_week_duration\": 1.85}}, {\"28136\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-04 00:39:21.000000+00:00\", \"2021-05-13 01:59:38.000000+00:00\"], \"session_ids\": [\"69814de7-6e15-4331-998a-4f483baaaaea\", \"5e79dbff-e0f9-4a37-ade0-1416cfd6070e\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 1.079}}, {\"8789\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-09-20 20:14:08.000000+00:00\", \"2022-09-07 03:06:32.000000+00:00\"], \"session_ids\": [\"45ad8391-52aa-4469-9ef2-5a6d716e1144\", \"09818093-13d3-4855-bbfe-16a9c828bed7\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 1.359}}, {\"82247\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-09-11 12:14:17.000000+00:00\", \"2021-07-01 19:13:53.000000+00:00\"], \"session_ids\": [\"479088ef-3afb-416f-a977-26e1b60aa6a9\", \"a26de2d8-a3c1-48a4-979a-c5a6e561313d\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.286}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I have a curiosity about users who are not folks of city Toronto additionaly execute sorting by duration of sessions per week 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{\"28035\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-12-06 17:24:22.000000+00:00\", \"2022-11-21 17:38:52.000000+00:00\"], \"session_ids\": [\"0e2b9147-4b16-431a-81f6-8b7de146fde8\", \"617406ae-0805-4d8f-85c7-bb1bcc7eb7bb\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.874}, \"51219\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-11-14 13:23:04.000000+00:00\", \"2019-05-24 16:34:45.000000+00:00\"], \"session_ids\": [\"c2d66906-9c54-4733-a0ca-1ddad710f93c\", \"2757d738-b835-44ee-abcb-c416fef921d2\"], \"total_duration\": 358.0, \"total_sessions\": 2, \"mean_week_duration\": 14.32}, \"48874\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-09-24 10:38:07.000000+00:00\", \"2020-08-22 23:54:39.000000+00:00\", \"2022-07-26 02:47:30.000000+00:00\", \"2022-11-23 14:28:30.000000+00:00\", \"2019-05-21 11:38:58.000000+00:00\", \"2023-02-16 08:16:14.000000+00:00\"], \"session_ids\": [\"489984bd-eb53-410d-b339-89a5f8373633\", \"b82a4361-2144-40ce-b71d-f97c2f496bdf\", \"28d4e781-6c8f-4d59-b833-2b091e8a46e1\", \"9dfe4fde-4e42-486f-82ca-f3135e91cce9\", \"c7ca54e7-9577-4cad-8b7b-b483b873ea6a\", \"07cf7e23-4641-444b-b4ca-fd8d194a906b\"], \"total_duration\": 881.0, \"total_sessions\": 6, \"mean_week_duration\": 4.495}, \"20285\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-01-25 10:32:32.000000+00:00\", \"2023-05-04 04:49:03.000000+00:00\"], \"session_ids\": [\"25578fdf-bafe-4409-9754-28cd3471a57c\", \"389a1294-a852-491d-bb3b-cfa6dc473db3\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 1.269}, \"7924\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-07 09:35:31.000000+00:00\", \"2022-03-17 18:53:08.000000+00:00\"], \"session_ids\": [\"04d78a3d-2379-4ffd-8c13-6183b5168220\", \"d640a484-a60f-446d-b68f-63d2211370bb\"], \"total_duration\": 332.0, \"total_sessions\": 2, \"mean_week_duration\": 3.255}, \"71540\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 6, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-03-11 11:35:55.000000+00:00\", \"2020-03-25 10:42:56.000000+00:00\", \"2020-10-21 17:32:23.000000+00:00\", \"2020-07-10 09:46:42.000000+00:00\", \"2022-09-23 13:23:30.000000+00:00\", \"2020-08-24 18:36:25.000000+00:00\", \"2019-08-06 02:51:22.000000+00:00\", \"2019-03-29 14:35:33.000000+00:00\", \"2022-12-01 12:53:18.000000+00:00\", \"2021-07-09 07:19:48.000000+00:00\", \"2019-12-07 20:09:52.000000+00:00\"], \"session_ids\": [\"13b854b4-5a1c-436d-8646-fc23c88127dd\", \"4afb9a7f-4a60-4508-aa6b-3b61598f9fde\", \"7d5e1c96-f604-4317-8873-ea8e4030657e\", \"658560e2-5f8e-48d5-a310-095236a1e474\", \"270d17c5-d70f-4b93-9916-1518f3ef563f\", \"a3bd123f-d241-404d-a303-23fa54a26f7c\", \"1e43db89-a41d-4c6a-a9b0-c8755a62b6f7\", \"a6a9407d-6b88-4d71-8934-9f0c6fb94816\", \"3cb0c6e8-d200-4efc-b11b-65b924f9f753\", \"3039b1ae-f632-4595-991f-758f0ab5cc26\", \"a07ef674-bf75-4947-bb71-5a6511a63890\"], \"total_duration\": 17636.0, \"total_sessions\": 11, \"mean_week_duration\": 91.854}, \"84865\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-01-04 17:51:33.000000+00:00\", \"2021-04-12 06:27:54.000000+00:00\", \"2023-01-10 06:14:58.000000+00:00\", \"2020-12-03 01:44:01.000000+00:00\", \"2022-12-13 01:52:24.000000+00:00\", \"2020-10-11 04:20:19.000000+00:00\", \"2021-03-30 08:28:29.000000+00:00\", \"2021-12-22 12:46:56.000000+00:00\", \"2019-08-06 16:01:26.000000+00:00\"], \"session_ids\": [\"053a2383-4e37-44a4-b9c0-72dd18d8747c\", \"0dbe955d-2ab5-4f08-8a3b-ef0e08ab8e2e\", \"c27e8ae8-78c7-4e64-91d8-4185ee16a088\", \"2299f8ee-cbc1-4d7e-95e7-0adaa807b53f\", \"04aaf573-75fa-483b-9738-421a369f2844\", \"43fd7a81-dbd0-4b07-bf2f-1087bc68c60f\", \"a254b1ae-e7f6-4426-8ef6-cb87e4dc4522\", \"5104ab40-e7a5-4c22-a498-00ddcf9d4cb9\", \"8354f452-3558-43ae-9562-d3779276f234\"], \"total_duration\": 247.0, \"total_sessions\": 9, \"mean_week_duration\": 1.38}, \"51411\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-07-19 12:36:03.000000+00:00\", \"2020-12-15 14:20:22.000000+00:00\", \"2022-03-12 12:41:59.000000+00:00\", \"2021-04-02 15:47:04.000000+00:00\", \"2021-10-26 20:35:20.000000+00:00\", \"2023-01-03 06:10:40.000000+00:00\", \"2023-03-15 12:49:37.000000+00:00\", \"2022-02-24 07:56:57.000000+00:00\", \"2021-12-13 09:39:25.000000+00:00\"], \"session_ids\": [\"1a422fff-e77d-44c1-9508-b2a9108db397\", \"d8e04613-2abc-413d-84eb-b089e4a83027\", \"5fb3c14a-1c52-4689-98b8-1d02fa3626eb\", \"aedfa654-19b1-42cc-a975-a1c62fc09cd5\", \"4fcd5eda-b58f-41af-8ba1-54317bc09a6d\", \"80a14480-76de-4fa0-ae24-7a22441ff1d9\", \"27c5c2e6-df30-4517-9595-ec43e3a1b390\", \"763140c3-1139-4326-b8a7-de6baca52cb4\", \"901be4e4-adaf-4caa-b4b0-bbc35ad0e3aa\"], \"total_duration\": 2309.0, \"total_sessions\": 9, \"mean_week_duration\": 16.612}, \"36932\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-02-25 05:06:19.000000+00:00\", \"2021-12-05 10:19:11.000000+00:00\"], \"session_ids\": [\"d62071bf-1ce9-43eb-b696-caaa12db5633\", \"95c44f00-da45-448f-92b7-3344801cc4b1\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.29}, \"78464\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-06-04 01:46:43.000000+00:00\", \"2019-07-09 12:28:58.000000+00:00\"], \"session_ids\": [\"2d6d9067-99d7-4353-9e71-8d9ed6dd7799\", \"9a7a0420-0129-4524-9e9d-8ad56e7f6893\"], \"total_duration\": 449.0, \"total_sessions\": 2, \"mean_week_duration\": 4.49}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is not Toronto"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Toronto\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"28035\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-12-06 17:24:22.000000+00:00\", \"2022-11-21 17:38:52.000000+00:00\"], \"session_ids\": [\"0e2b9147-4b16-431a-81f6-8b7de146fde8\", \"617406ae-0805-4d8f-85c7-bb1bcc7eb7bb\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.874}, \"51219\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-11-14 13:23:04.000000+00:00\", \"2019-05-24 16:34:45.000000+00:00\"], \"session_ids\": [\"c2d66906-9c54-4733-a0ca-1ddad710f93c\", \"2757d738-b835-44ee-abcb-c416fef921d2\"], \"total_duration\": 358.0, \"total_sessions\": 2, \"mean_week_duration\": 14.32}, \"48874\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-09-24 10:38:07.000000+00:00\", \"2020-08-22 23:54:39.000000+00:00\", \"2022-07-26 02:47:30.000000+00:00\", \"2022-11-23 14:28:30.000000+00:00\", \"2019-05-21 11:38:58.000000+00:00\", \"2023-02-16 08:16:14.000000+00:00\"], \"session_ids\": [\"489984bd-eb53-410d-b339-89a5f8373633\", \"b82a4361-2144-40ce-b71d-f97c2f496bdf\", \"28d4e781-6c8f-4d59-b833-2b091e8a46e1\", \"9dfe4fde-4e42-486f-82ca-f3135e91cce9\", \"c7ca54e7-9577-4cad-8b7b-b483b873ea6a\", \"07cf7e23-4641-444b-b4ca-fd8d194a906b\"], \"total_duration\": 881.0, \"total_sessions\": 6, \"mean_week_duration\": 4.495}, \"20285\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-01-25 10:32:32.000000+00:00\", \"2023-05-04 04:49:03.000000+00:00\"], \"session_ids\": [\"25578fdf-bafe-4409-9754-28cd3471a57c\", \"389a1294-a852-491d-bb3b-cfa6dc473db3\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 1.269}, \"7924\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-07 09:35:31.000000+00:00\", \"2022-03-17 18:53:08.000000+00:00\"], \"session_ids\": [\"04d78a3d-2379-4ffd-8c13-6183b5168220\", \"d640a484-a60f-446d-b68f-63d2211370bb\"], \"total_duration\": 332.0, \"total_sessions\": 2, \"mean_week_duration\": 3.255}, \"71540\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 6, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-03-11 11:35:55.000000+00:00\", \"2020-03-25 10:42:56.000000+00:00\", \"2020-10-21 17:32:23.000000+00:00\", \"2020-07-10 09:46:42.000000+00:00\", \"2022-09-23 13:23:30.000000+00:00\", \"2020-08-24 18:36:25.000000+00:00\", \"2019-08-06 02:51:22.000000+00:00\", \"2019-03-29 14:35:33.000000+00:00\", \"2022-12-01 12:53:18.000000+00:00\", \"2021-07-09 07:19:48.000000+00:00\", \"2019-12-07 20:09:52.000000+00:00\"], \"session_ids\": [\"13b854b4-5a1c-436d-8646-fc23c88127dd\", \"4afb9a7f-4a60-4508-aa6b-3b61598f9fde\", \"7d5e1c96-f604-4317-8873-ea8e4030657e\", \"658560e2-5f8e-48d5-a310-095236a1e474\", \"270d17c5-d70f-4b93-9916-1518f3ef563f\", \"a3bd123f-d241-404d-a303-23fa54a26f7c\", \"1e43db89-a41d-4c6a-a9b0-c8755a62b6f7\", \"a6a9407d-6b88-4d71-8934-9f0c6fb94816\", \"3cb0c6e8-d200-4efc-b11b-65b924f9f753\", \"3039b1ae-f632-4595-991f-758f0ab5cc26\", \"a07ef674-bf75-4947-bb71-5a6511a63890\"], \"total_duration\": 17636.0, \"total_sessions\": 11, \"mean_week_duration\": 91.854}, \"84865\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-01-04 17:51:33.000000+00:00\", \"2021-04-12 06:27:54.000000+00:00\", \"2023-01-10 06:14:58.000000+00:00\", \"2020-12-03 01:44:01.000000+00:00\", \"2022-12-13 01:52:24.000000+00:00\", \"2020-10-11 04:20:19.000000+00:00\", \"2021-03-30 08:28:29.000000+00:00\", \"2021-12-22 12:46:56.000000+00:00\", \"2019-08-06 16:01:26.000000+00:00\"], \"session_ids\": [\"053a2383-4e37-44a4-b9c0-72dd18d8747c\", \"0dbe955d-2ab5-4f08-8a3b-ef0e08ab8e2e\", \"c27e8ae8-78c7-4e64-91d8-4185ee16a088\", \"2299f8ee-cbc1-4d7e-95e7-0adaa807b53f\", \"04aaf573-75fa-483b-9738-421a369f2844\", \"43fd7a81-dbd0-4b07-bf2f-1087bc68c60f\", \"a254b1ae-e7f6-4426-8ef6-cb87e4dc4522\", \"5104ab40-e7a5-4c22-a498-00ddcf9d4cb9\", \"8354f452-3558-43ae-9562-d3779276f234\"], \"total_duration\": 247.0, \"total_sessions\": 9, \"mean_week_duration\": 1.38}, \"51411\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-07-19 12:36:03.000000+00:00\", \"2020-12-15 14:20:22.000000+00:00\", \"2022-03-12 12:41:59.000000+00:00\", \"2021-04-02 15:47:04.000000+00:00\", \"2021-10-26 20:35:20.000000+00:00\", \"2023-01-03 06:10:40.000000+00:00\", \"2023-03-15 12:49:37.000000+00:00\", \"2022-02-24 07:56:57.000000+00:00\", \"2021-12-13 09:39:25.000000+00:00\"], \"session_ids\": [\"1a422fff-e77d-44c1-9508-b2a9108db397\", \"d8e04613-2abc-413d-84eb-b089e4a83027\", \"5fb3c14a-1c52-4689-98b8-1d02fa3626eb\", \"aedfa654-19b1-42cc-a975-a1c62fc09cd5\", \"4fcd5eda-b58f-41af-8ba1-54317bc09a6d\", \"80a14480-76de-4fa0-ae24-7a22441ff1d9\", \"27c5c2e6-df30-4517-9595-ec43e3a1b390\", \"763140c3-1139-4326-b8a7-de6baca52cb4\", \"901be4e4-adaf-4caa-b4b0-bbc35ad0e3aa\"], \"total_duration\": 2309.0, \"total_sessions\": 9, \"mean_week_duration\": 16.612}, \"36932\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-02-25 05:06:19.000000+00:00\", \"2021-12-05 10:19:11.000000+00:00\"], \"session_ids\": [\"d62071bf-1ce9-43eb-b696-caaa12db5633\", \"95c44f00-da45-448f-92b7-3344801cc4b1\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.29}, \"78464\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-06-04 01:46:43.000000+00:00\", \"2019-07-09 12:28:58.000000+00:00\"], \"session_ids\": [\"2d6d9067-99d7-4353-9e71-8d9ed6dd7799\", \"9a7a0420-0129-4524-9e9d-8ad56e7f6893\"], \"total_duration\": 449.0, \"total_sessions\": 2, \"mean_week_duration\": 4.49}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"36932\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-02-25 05:06:19.000000+00:00\", \"2021-12-05 10:19:11.000000+00:00\"], \"session_ids\": [\"d62071bf-1ce9-43eb-b696-caaa12db5633\", \"95c44f00-da45-448f-92b7-3344801cc4b1\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.29}}, {\"28035\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-12-06 17:24:22.000000+00:00\", \"2022-11-21 17:38:52.000000+00:00\"], \"session_ids\": [\"0e2b9147-4b16-431a-81f6-8b7de146fde8\", \"617406ae-0805-4d8f-85c7-bb1bcc7eb7bb\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.874}}, {\"20285\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-01-25 10:32:32.000000+00:00\", \"2023-05-04 04:49:03.000000+00:00\"], \"session_ids\": [\"25578fdf-bafe-4409-9754-28cd3471a57c\", \"389a1294-a852-491d-bb3b-cfa6dc473db3\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 1.269}}, {\"84865\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-01-04 17:51:33.000000+00:00\", \"2021-04-12 06:27:54.000000+00:00\", \"2023-01-10 06:14:58.000000+00:00\", \"2020-12-03 01:44:01.000000+00:00\", \"2022-12-13 01:52:24.000000+00:00\", \"2020-10-11 04:20:19.000000+00:00\", \"2021-03-30 08:28:29.000000+00:00\", \"2021-12-22 12:46:56.000000+00:00\", \"2019-08-06 16:01:26.000000+00:00\"], \"session_ids\": [\"053a2383-4e37-44a4-b9c0-72dd18d8747c\", \"0dbe955d-2ab5-4f08-8a3b-ef0e08ab8e2e\", \"c27e8ae8-78c7-4e64-91d8-4185ee16a088\", \"2299f8ee-cbc1-4d7e-95e7-0adaa807b53f\", \"04aaf573-75fa-483b-9738-421a369f2844\", \"43fd7a81-dbd0-4b07-bf2f-1087bc68c60f\", \"a254b1ae-e7f6-4426-8ef6-cb87e4dc4522\", \"5104ab40-e7a5-4c22-a498-00ddcf9d4cb9\", \"8354f452-3558-43ae-9562-d3779276f234\"], \"total_duration\": 247.0, \"total_sessions\": 9, \"mean_week_duration\": 1.38}}, {\"7924\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-07 09:35:31.000000+00:00\", \"2022-03-17 18:53:08.000000+00:00\"], \"session_ids\": [\"04d78a3d-2379-4ffd-8c13-6183b5168220\", \"d640a484-a60f-446d-b68f-63d2211370bb\"], \"total_duration\": 332.0, \"total_sessions\": 2, \"mean_week_duration\": 3.255}}, {\"78464\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-06-04 01:46:43.000000+00:00\", \"2019-07-09 12:28:58.000000+00:00\"], \"session_ids\": [\"2d6d9067-99d7-4353-9e71-8d9ed6dd7799\", \"9a7a0420-0129-4524-9e9d-8ad56e7f6893\"], \"total_duration\": 449.0, \"total_sessions\": 2, \"mean_week_duration\": 4.49}}, {\"48874\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-09-24 10:38:07.000000+00:00\", \"2020-08-22 23:54:39.000000+00:00\", \"2022-07-26 02:47:30.000000+00:00\", \"2022-11-23 14:28:30.000000+00:00\", \"2019-05-21 11:38:58.000000+00:00\", \"2023-02-16 08:16:14.000000+00:00\"], \"session_ids\": [\"489984bd-eb53-410d-b339-89a5f8373633\", \"b82a4361-2144-40ce-b71d-f97c2f496bdf\", \"28d4e781-6c8f-4d59-b833-2b091e8a46e1\", \"9dfe4fde-4e42-486f-82ca-f3135e91cce9\", \"c7ca54e7-9577-4cad-8b7b-b483b873ea6a\", \"07cf7e23-4641-444b-b4ca-fd8d194a906b\"], \"total_duration\": 881.0, \"total_sessions\": 6, \"mean_week_duration\": 4.495}}, {\"51219\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-11-14 13:23:04.000000+00:00\", \"2019-05-24 16:34:45.000000+00:00\"], \"session_ids\": [\"c2d66906-9c54-4733-a0ca-1ddad710f93c\", \"2757d738-b835-44ee-abcb-c416fef921d2\"], \"total_duration\": 358.0, \"total_sessions\": 2, \"mean_week_duration\": 14.32}}, {\"51411\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-07-19 12:36:03.000000+00:00\", \"2020-12-15 14:20:22.000000+00:00\", \"2022-03-12 12:41:59.000000+00:00\", \"2021-04-02 15:47:04.000000+00:00\", \"2021-10-26 20:35:20.000000+00:00\", \"2023-01-03 06:10:40.000000+00:00\", \"2023-03-15 12:49:37.000000+00:00\", \"2022-02-24 07:56:57.000000+00:00\", \"2021-12-13 09:39:25.000000+00:00\"], \"session_ids\": [\"1a422fff-e77d-44c1-9508-b2a9108db397\", \"d8e04613-2abc-413d-84eb-b089e4a83027\", \"5fb3c14a-1c52-4689-98b8-1d02fa3626eb\", \"aedfa654-19b1-42cc-a975-a1c62fc09cd5\", \"4fcd5eda-b58f-41af-8ba1-54317bc09a6d\", \"80a14480-76de-4fa0-ae24-7a22441ff1d9\", \"27c5c2e6-df30-4517-9595-ec43e3a1b390\", \"763140c3-1139-4326-b8a7-de6baca52cb4\", \"901be4e4-adaf-4caa-b4b0-bbc35ad0e3aa\"], \"total_duration\": 2309.0, \"total_sessions\": 9, \"mean_week_duration\": 16.612}}, {\"71540\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 6, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-03-11 11:35:55.000000+00:00\", \"2020-03-25 10:42:56.000000+00:00\", \"2020-10-21 17:32:23.000000+00:00\", \"2020-07-10 09:46:42.000000+00:00\", \"2022-09-23 13:23:30.000000+00:00\", \"2020-08-24 18:36:25.000000+00:00\", \"2019-08-06 02:51:22.000000+00:00\", \"2019-03-29 14:35:33.000000+00:00\", \"2022-12-01 12:53:18.000000+00:00\", \"2021-07-09 07:19:48.000000+00:00\", \"2019-12-07 20:09:52.000000+00:00\"], \"session_ids\": [\"13b854b4-5a1c-436d-8646-fc23c88127dd\", \"4afb9a7f-4a60-4508-aa6b-3b61598f9fde\", \"7d5e1c96-f604-4317-8873-ea8e4030657e\", \"658560e2-5f8e-48d5-a310-095236a1e474\", \"270d17c5-d70f-4b93-9916-1518f3ef563f\", \"a3bd123f-d241-404d-a303-23fa54a26f7c\", \"1e43db89-a41d-4c6a-a9b0-c8755a62b6f7\", \"a6a9407d-6b88-4d71-8934-9f0c6fb94816\", \"3cb0c6e8-d200-4efc-b11b-65b924f9f753\", \"3039b1ae-f632-4595-991f-758f0ab5cc26\", \"a07ef674-bf75-4947-bb71-5a6511a63890\"], \"total_duration\": 17636.0, \"total_sessions\": 11, \"mean_week_duration\": 91.854}}]\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[{\"36932\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-02-25 05:06:19.000000+00:00\", \"2021-12-05 10:19:11.000000+00:00\"], \"session_ids\": [\"d62071bf-1ce9-43eb-b696-caaa12db5633\", \"95c44f00-da45-448f-92b7-3344801cc4b1\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.29}}, {\"28035\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-12-06 17:24:22.000000+00:00\", \"2022-11-21 17:38:52.000000+00:00\"], \"session_ids\": [\"0e2b9147-4b16-431a-81f6-8b7de146fde8\", \"617406ae-0805-4d8f-85c7-bb1bcc7eb7bb\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.874}}, {\"20285\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-01-25 10:32:32.000000+00:00\", \"2023-05-04 04:49:03.000000+00:00\"], \"session_ids\": [\"25578fdf-bafe-4409-9754-28cd3471a57c\", \"389a1294-a852-491d-bb3b-cfa6dc473db3\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 1.269}}, {\"84865\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-01-04 17:51:33.000000+00:00\", \"2021-04-12 06:27:54.000000+00:00\", \"2023-01-10 06:14:58.000000+00:00\", \"2020-12-03 01:44:01.000000+00:00\", \"2022-12-13 01:52:24.000000+00:00\", \"2020-10-11 04:20:19.000000+00:00\", \"2021-03-30 08:28:29.000000+00:00\", \"2021-12-22 12:46:56.000000+00:00\", \"2019-08-06 16:01:26.000000+00:00\"], \"session_ids\": [\"053a2383-4e37-44a4-b9c0-72dd18d8747c\", \"0dbe955d-2ab5-4f08-8a3b-ef0e08ab8e2e\", \"c27e8ae8-78c7-4e64-91d8-4185ee16a088\", \"2299f8ee-cbc1-4d7e-95e7-0adaa807b53f\", \"04aaf573-75fa-483b-9738-421a369f2844\", \"43fd7a81-dbd0-4b07-bf2f-1087bc68c60f\", \"a254b1ae-e7f6-4426-8ef6-cb87e4dc4522\", \"5104ab40-e7a5-4c22-a498-00ddcf9d4cb9\", \"8354f452-3558-43ae-9562-d3779276f234\"], \"total_duration\": 247.0, \"total_sessions\": 9, \"mean_week_duration\": 1.38}}, {\"7924\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-07 09:35:31.000000+00:00\", \"2022-03-17 18:53:08.000000+00:00\"], \"session_ids\": [\"04d78a3d-2379-4ffd-8c13-6183b5168220\", \"d640a484-a60f-446d-b68f-63d2211370bb\"], \"total_duration\": 332.0, \"total_sessions\": 2, \"mean_week_duration\": 3.255}}, {\"78464\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-06-04 01:46:43.000000+00:00\", \"2019-07-09 12:28:58.000000+00:00\"], \"session_ids\": [\"2d6d9067-99d7-4353-9e71-8d9ed6dd7799\", \"9a7a0420-0129-4524-9e9d-8ad56e7f6893\"], \"total_duration\": 449.0, \"total_sessions\": 2, \"mean_week_duration\": 4.49}}, {\"48874\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-09-24 10:38:07.000000+00:00\", \"2020-08-22 23:54:39.000000+00:00\", \"2022-07-26 02:47:30.000000+00:00\", \"2022-11-23 14:28:30.000000+00:00\", \"2019-05-21 11:38:58.000000+00:00\", \"2023-02-16 08:16:14.000000+00:00\"], \"session_ids\": [\"489984bd-eb53-410d-b339-89a5f8373633\", \"b82a4361-2144-40ce-b71d-f97c2f496bdf\", \"28d4e781-6c8f-4d59-b833-2b091e8a46e1\", \"9dfe4fde-4e42-486f-82ca-f3135e91cce9\", \"c7ca54e7-9577-4cad-8b7b-b483b873ea6a\", \"07cf7e23-4641-444b-b4ca-fd8d194a906b\"], \"total_duration\": 881.0, \"total_sessions\": 6, \"mean_week_duration\": 4.495}}, {\"51219\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-11-14 13:23:04.000000+00:00\", \"2019-05-24 16:34:45.000000+00:00\"], \"session_ids\": [\"c2d66906-9c54-4733-a0ca-1ddad710f93c\", \"2757d738-b835-44ee-abcb-c416fef921d2\"], \"total_duration\": 358.0, \"total_sessions\": 2, \"mean_week_duration\": 14.32}}, {\"51411\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-07-19 12:36:03.000000+00:00\", \"2020-12-15 14:20:22.000000+00:00\", \"2022-03-12 12:41:59.000000+00:00\", \"2021-04-02 15:47:04.000000+00:00\", \"2021-10-26 20:35:20.000000+00:00\", \"2023-01-03 06:10:40.000000+00:00\", \"2023-03-15 12:49:37.000000+00:00\", \"2022-02-24 07:56:57.000000+00:00\", \"2021-12-13 09:39:25.000000+00:00\"], \"session_ids\": [\"1a422fff-e77d-44c1-9508-b2a9108db397\", \"d8e04613-2abc-413d-84eb-b089e4a83027\", \"5fb3c14a-1c52-4689-98b8-1d02fa3626eb\", \"aedfa654-19b1-42cc-a975-a1c62fc09cd5\", \"4fcd5eda-b58f-41af-8ba1-54317bc09a6d\", \"80a14480-76de-4fa0-ae24-7a22441ff1d9\", \"27c5c2e6-df30-4517-9595-ec43e3a1b390\", \"763140c3-1139-4326-b8a7-de6baca52cb4\", \"901be4e4-adaf-4caa-b4b0-bbc35ad0e3aa\"], \"total_duration\": 2309.0, \"total_sessions\": 9, \"mean_week_duration\": 16.612}}, {\"71540\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 6, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-03-11 11:35:55.000000+00:00\", \"2020-03-25 10:42:56.000000+00:00\", \"2020-10-21 17:32:23.000000+00:00\", \"2020-07-10 09:46:42.000000+00:00\", \"2022-09-23 13:23:30.000000+00:00\", \"2020-08-24 18:36:25.000000+00:00\", \"2019-08-06 02:51:22.000000+00:00\", \"2019-03-29 14:35:33.000000+00:00\", \"2022-12-01 12:53:18.000000+00:00\", \"2021-07-09 07:19:48.000000+00:00\", \"2019-12-07 20:09:52.000000+00:00\"], \"session_ids\": [\"13b854b4-5a1c-436d-8646-fc23c88127dd\", \"4afb9a7f-4a60-4508-aa6b-3b61598f9fde\", \"7d5e1c96-f604-4317-8873-ea8e4030657e\", \"658560e2-5f8e-48d5-a310-095236a1e474\", \"270d17c5-d70f-4b93-9916-1518f3ef563f\", \"a3bd123f-d241-404d-a303-23fa54a26f7c\", \"1e43db89-a41d-4c6a-a9b0-c8755a62b6f7\", \"a6a9407d-6b88-4d71-8934-9f0c6fb94816\", \"3cb0c6e8-d200-4efc-b11b-65b924f9f753\", \"3039b1ae-f632-4595-991f-758f0ab5cc26\", \"a07ef674-bf75-4947-bb71-5a6511a63890\"], \"total_duration\": 17636.0, \"total_sessions\": 11, \"mean_week_duration\": 91.854}}]\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 user who isn't an inhabitant of cities Seoul, Toronto, Copenhagen also apply sorting by total sessions form the highest value to the lowest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"74391\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-07-05 18:32:42.000000+00:00\", \"2022-01-13 02:17:17.000000+00:00\", \"2019-12-26 09:55:53.000000+00:00\"], \"session_ids\": [\"0aacf2e1-0840-40ea-ba04-4987b778a00b\", \"9db542c1-3f79-4b74-8138-64da6f0788b5\", \"7cfeb129-1589-401f-8bca-5cf39a2f3860\"], \"total_duration\": 34.0, \"total_sessions\": 3, \"mean_week_duration\": 0.318}, \"73024\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-03-06 07:02:35.000000+00:00\", \"2021-02-24 14:22:42.000000+00:00\"], \"session_ids\": [\"ad3ca969-d44d-41eb-9beb-e90e8d4b614f\", \"bcf4b752-2604-43f4-937e-b9ff72d1c072\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 3.058}, \"93644\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-05-03 11:39:06.000000+00:00\", \"2020-01-05 21:05:36.000000+00:00\", \"2021-02-12 04:10:44.000000+00:00\", \"2022-09-22 21:21:20.000000+00:00\"], \"session_ids\": [\"61f0e9f2-fc51-4dd3-b47a-5f58dadbf32c\", \"5d099c9e-32ed-4ded-8dd1-098b5f21c217\", \"9d04d7c7-547b-4e17-ad1b-d66eaa5ca21f\", \"38c94749-dc76-413b-bfac-0056aec7f1e0\"], \"total_duration\": 192.0, \"total_sessions\": 4, \"mean_week_duration\": 1.103}, \"16350\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-03-24 10:30:45.000000+00:00\", \"2021-10-14 03:08:19.000000+00:00\"], \"session_ids\": [\"baab785c-4f5c-4bd6-ad58-60dfbb9e2c26\", \"f502a916-21fb-47f2-90dd-38cfdd1698e7\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.724}, \"54355\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-09-26 13:02:07.000000+00:00\", \"2020-03-31 23:36:28.000000+00:00\", \"2019-06-08 02:19:31.000000+00:00\"], \"session_ids\": [\"9e73cd58-e903-4bc1-a6bb-4c5553f0aded\", \"2eb2ab52-726e-4924-8117-b74d63f9e9ab\", \"152413a9-91dd-47fc-b26a-c6c452341324\"], \"total_duration\": 68.0, \"total_sessions\": 3, \"mean_week_duration\": 1.0}, \"79373\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-02-11 09:24:24.000000+00:00\", \"2022-12-22 07:24:10.000000+00:00\"], \"session_ids\": [\"992654e6-93ac-4bc0-b903-f69d6311663a\", \"ca12061c-6549-408d-a89e-540d5abccfe5\"], \"total_duration\": 214.0, \"total_sessions\": 2, \"mean_week_duration\": 4.756}, \"98015\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-11-15 02:43:16.000000+00:00\", \"2023-06-22 23:01:13.000000+00:00\"], \"session_ids\": [\"66740e2f-e6e7-4f38-b73b-c2a396a1c283\", \"f6b3f276-fc76-424b-81b2-ebbd3cf64591\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 0.735}, \"35589\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2022-02-20 15:28:37.000000+00:00\", \"2020-05-09 14:21:35.000000+00:00\", \"2019-01-08 03:52:24.000000+00:00\"], \"session_ids\": [\"e5c13c58-7cb7-4b6e-9430-5d73c2d98f22\", \"9d6bbfa5-93a4-4a3a-ba3a-1da0db779341\", \"30cc0839-46a7-437b-ab90-b35f953160a8\"], \"total_duration\": 89.0, \"total_sessions\": 3, \"mean_week_duration\": 0.546}, \"91152\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-12-19 23:34:01.000000+00:00\", \"2023-06-06 14:51:56.000000+00:00\"], \"session_ids\": [\"92da2356-b989-4b83-91d0-aee1fda494cf\", \"228eee12-44d2-4c85-8737-16dd63de07f8\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 0.814}, \"36832\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-10-31 05:28:17.000000+00:00\", \"2020-09-13 16:01:59.000000+00:00\", \"2020-06-14 02:30:37.000000+00:00\", \"2022-02-24 18:30:53.000000+00:00\", \"2021-12-28 16:14:50.000000+00:00\", \"2019-03-11 14:01:39.000000+00:00\", \"2022-06-10 21:10:03.000000+00:00\", \"2022-08-14 14:04:20.000000+00:00\", \"2022-12-16 14:51:15.000000+00:00\", \"2019-07-12 22:23:43.000000+00:00\", \"2020-09-16 10:14:33.000000+00:00\"], \"session_ids\": [\"c25946c3-4c2e-4a03-9ab7-93cdbe8b3d33\", \"9d747c3c-6b79-44e2-b472-e6a1f357caec\", \"feeec7ab-4a7c-47b7-89cd-824c77298e91\", \"70e613d5-775f-49fe-8ce2-a5bc2a04bb6b\", \"09b08274-cb05-4de0-ae81-fe05350ef509\", \"edaa0bb2-d2b0-4bfa-87ed-37341cd03265\", \"75bfcaff-94d9-4eef-8959-944120f95caf\", \"4d006f91-ad2d-4975-bbc4-227598ac906f\", \"951c8c01-ba83-4f73-b0c6-e40e1b29fa49\", \"b82db5ef-a680-4b43-9214-c57728cbfc59\", \"369a7db3-c7e7-4d12-8967-a3a5242a1c27\"], \"total_duration\": 17339.0, \"total_sessions\": 11, \"mean_week_duration\": 88.015}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not Seoul, Toronto, Copenhagen"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Seoul\", \"Toronto\", \"Copenhagen\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"74391\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-07-05 18:32:42.000000+00:00\", \"2022-01-13 02:17:17.000000+00:00\", \"2019-12-26 09:55:53.000000+00:00\"], \"session_ids\": [\"0aacf2e1-0840-40ea-ba04-4987b778a00b\", \"9db542c1-3f79-4b74-8138-64da6f0788b5\", \"7cfeb129-1589-401f-8bca-5cf39a2f3860\"], \"total_duration\": 34.0, \"total_sessions\": 3, \"mean_week_duration\": 0.318}, \"73024\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-03-06 07:02:35.000000+00:00\", \"2021-02-24 14:22:42.000000+00:00\"], \"session_ids\": [\"ad3ca969-d44d-41eb-9beb-e90e8d4b614f\", \"bcf4b752-2604-43f4-937e-b9ff72d1c072\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 3.058}, \"93644\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-05-03 11:39:06.000000+00:00\", \"2020-01-05 21:05:36.000000+00:00\", \"2021-02-12 04:10:44.000000+00:00\", \"2022-09-22 21:21:20.000000+00:00\"], \"session_ids\": [\"61f0e9f2-fc51-4dd3-b47a-5f58dadbf32c\", \"5d099c9e-32ed-4ded-8dd1-098b5f21c217\", \"9d04d7c7-547b-4e17-ad1b-d66eaa5ca21f\", \"38c94749-dc76-413b-bfac-0056aec7f1e0\"], \"total_duration\": 192.0, \"total_sessions\": 4, \"mean_week_duration\": 1.103}, \"16350\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-03-24 10:30:45.000000+00:00\", \"2021-10-14 03:08:19.000000+00:00\"], \"session_ids\": [\"baab785c-4f5c-4bd6-ad58-60dfbb9e2c26\", \"f502a916-21fb-47f2-90dd-38cfdd1698e7\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.724}, \"54355\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-09-26 13:02:07.000000+00:00\", \"2020-03-31 23:36:28.000000+00:00\", \"2019-06-08 02:19:31.000000+00:00\"], \"session_ids\": [\"9e73cd58-e903-4bc1-a6bb-4c5553f0aded\", \"2eb2ab52-726e-4924-8117-b74d63f9e9ab\", \"152413a9-91dd-47fc-b26a-c6c452341324\"], \"total_duration\": 68.0, \"total_sessions\": 3, \"mean_week_duration\": 1.0}, \"79373\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-02-11 09:24:24.000000+00:00\", \"2022-12-22 07:24:10.000000+00:00\"], \"session_ids\": [\"992654e6-93ac-4bc0-b903-f69d6311663a\", \"ca12061c-6549-408d-a89e-540d5abccfe5\"], \"total_duration\": 214.0, \"total_sessions\": 2, \"mean_week_duration\": 4.756}, \"98015\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-11-15 02:43:16.000000+00:00\", \"2023-06-22 23:01:13.000000+00:00\"], \"session_ids\": [\"66740e2f-e6e7-4f38-b73b-c2a396a1c283\", \"f6b3f276-fc76-424b-81b2-ebbd3cf64591\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 0.735}, \"35589\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2022-02-20 15:28:37.000000+00:00\", \"2020-05-09 14:21:35.000000+00:00\", \"2019-01-08 03:52:24.000000+00:00\"], \"session_ids\": [\"e5c13c58-7cb7-4b6e-9430-5d73c2d98f22\", \"9d6bbfa5-93a4-4a3a-ba3a-1da0db779341\", \"30cc0839-46a7-437b-ab90-b35f953160a8\"], \"total_duration\": 89.0, \"total_sessions\": 3, \"mean_week_duration\": 0.546}, \"91152\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-12-19 23:34:01.000000+00:00\", \"2023-06-06 14:51:56.000000+00:00\"], \"session_ids\": [\"92da2356-b989-4b83-91d0-aee1fda494cf\", \"228eee12-44d2-4c85-8737-16dd63de07f8\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 0.814}, \"36832\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-10-31 05:28:17.000000+00:00\", \"2020-09-13 16:01:59.000000+00:00\", \"2020-06-14 02:30:37.000000+00:00\", \"2022-02-24 18:30:53.000000+00:00\", \"2021-12-28 16:14:50.000000+00:00\", \"2019-03-11 14:01:39.000000+00:00\", \"2022-06-10 21:10:03.000000+00:00\", \"2022-08-14 14:04:20.000000+00:00\", \"2022-12-16 14:51:15.000000+00:00\", \"2019-07-12 22:23:43.000000+00:00\", \"2020-09-16 10:14:33.000000+00:00\"], \"session_ids\": [\"c25946c3-4c2e-4a03-9ab7-93cdbe8b3d33\", \"9d747c3c-6b79-44e2-b472-e6a1f357caec\", \"feeec7ab-4a7c-47b7-89cd-824c77298e91\", \"70e613d5-775f-49fe-8ce2-a5bc2a04bb6b\", \"09b08274-cb05-4de0-ae81-fe05350ef509\", \"edaa0bb2-d2b0-4bfa-87ed-37341cd03265\", \"75bfcaff-94d9-4eef-8959-944120f95caf\", \"4d006f91-ad2d-4975-bbc4-227598ac906f\", \"951c8c01-ba83-4f73-b0c6-e40e1b29fa49\", \"b82db5ef-a680-4b43-9214-c57728cbfc59\", \"369a7db3-c7e7-4d12-8967-a3a5242a1c27\"], \"total_duration\": 17339.0, \"total_sessions\": 11, \"mean_week_duration\": 88.015}}\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[{\"36832\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-10-31 05:28:17.000000+00:00\", \"2020-09-13 16:01:59.000000+00:00\", \"2020-06-14 02:30:37.000000+00:00\", \"2022-02-24 18:30:53.000000+00:00\", \"2021-12-28 16:14:50.000000+00:00\", \"2019-03-11 14:01:39.000000+00:00\", \"2022-06-10 21:10:03.000000+00:00\", \"2022-08-14 14:04:20.000000+00:00\", \"2022-12-16 14:51:15.000000+00:00\", \"2019-07-12 22:23:43.000000+00:00\", \"2020-09-16 10:14:33.000000+00:00\"], \"session_ids\": [\"c25946c3-4c2e-4a03-9ab7-93cdbe8b3d33\", \"9d747c3c-6b79-44e2-b472-e6a1f357caec\", \"feeec7ab-4a7c-47b7-89cd-824c77298e91\", \"70e613d5-775f-49fe-8ce2-a5bc2a04bb6b\", \"09b08274-cb05-4de0-ae81-fe05350ef509\", \"edaa0bb2-d2b0-4bfa-87ed-37341cd03265\", \"75bfcaff-94d9-4eef-8959-944120f95caf\", \"4d006f91-ad2d-4975-bbc4-227598ac906f\", \"951c8c01-ba83-4f73-b0c6-e40e1b29fa49\", \"b82db5ef-a680-4b43-9214-c57728cbfc59\", \"369a7db3-c7e7-4d12-8967-a3a5242a1c27\"], \"total_duration\": 17339.0, \"total_sessions\": 11, \"mean_week_duration\": 88.015}}, {\"93644\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-05-03 11:39:06.000000+00:00\", \"2020-01-05 21:05:36.000000+00:00\", \"2021-02-12 04:10:44.000000+00:00\", \"2022-09-22 21:21:20.000000+00:00\"], \"session_ids\": [\"61f0e9f2-fc51-4dd3-b47a-5f58dadbf32c\", \"5d099c9e-32ed-4ded-8dd1-098b5f21c217\", \"9d04d7c7-547b-4e17-ad1b-d66eaa5ca21f\", \"38c94749-dc76-413b-bfac-0056aec7f1e0\"], \"total_duration\": 192.0, \"total_sessions\": 4, \"mean_week_duration\": 1.103}}, {\"74391\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-07-05 18:32:42.000000+00:00\", \"2022-01-13 02:17:17.000000+00:00\", \"2019-12-26 09:55:53.000000+00:00\"], \"session_ids\": [\"0aacf2e1-0840-40ea-ba04-4987b778a00b\", \"9db542c1-3f79-4b74-8138-64da6f0788b5\", \"7cfeb129-1589-401f-8bca-5cf39a2f3860\"], \"total_duration\": 34.0, \"total_sessions\": 3, \"mean_week_duration\": 0.318}}, {\"54355\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-09-26 13:02:07.000000+00:00\", \"2020-03-31 23:36:28.000000+00:00\", \"2019-06-08 02:19:31.000000+00:00\"], \"session_ids\": [\"9e73cd58-e903-4bc1-a6bb-4c5553f0aded\", \"2eb2ab52-726e-4924-8117-b74d63f9e9ab\", \"152413a9-91dd-47fc-b26a-c6c452341324\"], \"total_duration\": 68.0, \"total_sessions\": 3, \"mean_week_duration\": 1.0}}, {\"35589\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2022-02-20 15:28:37.000000+00:00\", \"2020-05-09 14:21:35.000000+00:00\", \"2019-01-08 03:52:24.000000+00:00\"], \"session_ids\": [\"e5c13c58-7cb7-4b6e-9430-5d73c2d98f22\", \"9d6bbfa5-93a4-4a3a-ba3a-1da0db779341\", \"30cc0839-46a7-437b-ab90-b35f953160a8\"], \"total_duration\": 89.0, \"total_sessions\": 3, \"mean_week_duration\": 0.546}}, {\"73024\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-03-06 07:02:35.000000+00:00\", \"2021-02-24 14:22:42.000000+00:00\"], \"session_ids\": [\"ad3ca969-d44d-41eb-9beb-e90e8d4b614f\", \"bcf4b752-2604-43f4-937e-b9ff72d1c072\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 3.058}}, {\"16350\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-03-24 10:30:45.000000+00:00\", \"2021-10-14 03:08:19.000000+00:00\"], \"session_ids\": [\"baab785c-4f5c-4bd6-ad58-60dfbb9e2c26\", \"f502a916-21fb-47f2-90dd-38cfdd1698e7\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.724}}, {\"79373\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-02-11 09:24:24.000000+00:00\", \"2022-12-22 07:24:10.000000+00:00\"], \"session_ids\": [\"992654e6-93ac-4bc0-b903-f69d6311663a\", \"ca12061c-6549-408d-a89e-540d5abccfe5\"], \"total_duration\": 214.0, \"total_sessions\": 2, \"mean_week_duration\": 4.756}}, {\"98015\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-11-15 02:43:16.000000+00:00\", \"2023-06-22 23:01:13.000000+00:00\"], \"session_ids\": [\"66740e2f-e6e7-4f38-b73b-c2a396a1c283\", \"f6b3f276-fc76-424b-81b2-ebbd3cf64591\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 0.735}}, {\"91152\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-12-19 23:34:01.000000+00:00\", \"2023-06-06 14:51:56.000000+00:00\"], \"session_ids\": [\"92da2356-b989-4b83-91d0-aee1fda494cf\", \"228eee12-44d2-4c85-8737-16dd63de07f8\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 0.814}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 1 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"36832\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-10-31 05:28:17.000000+00:00\", \"2020-09-13 16:01:59.000000+00:00\", \"2020-06-14 02:30:37.000000+00:00\", \"2022-02-24 18:30:53.000000+00:00\", \"2021-12-28 16:14:50.000000+00:00\", \"2019-03-11 14:01:39.000000+00:00\", \"2022-06-10 21:10:03.000000+00:00\", \"2022-08-14 14:04:20.000000+00:00\", \"2022-12-16 14:51:15.000000+00:00\", \"2019-07-12 22:23:43.000000+00:00\", \"2020-09-16 10:14:33.000000+00:00\"], \"session_ids\": [\"c25946c3-4c2e-4a03-9ab7-93cdbe8b3d33\", \"9d747c3c-6b79-44e2-b472-e6a1f357caec\", \"feeec7ab-4a7c-47b7-89cd-824c77298e91\", \"70e613d5-775f-49fe-8ce2-a5bc2a04bb6b\", \"09b08274-cb05-4de0-ae81-fe05350ef509\", \"edaa0bb2-d2b0-4bfa-87ed-37341cd03265\", \"75bfcaff-94d9-4eef-8959-944120f95caf\", \"4d006f91-ad2d-4975-bbc4-227598ac906f\", \"951c8c01-ba83-4f73-b0c6-e40e1b29fa49\", \"b82db5ef-a680-4b43-9214-c57728cbfc59\", \"369a7db3-c7e7-4d12-8967-a3a5242a1c27\"], \"total_duration\": 17339.0, \"total_sessions\": 11, \"mean_week_duration\": 88.015}}]\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[{\"36832\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-10-31 05:28:17.000000+00:00\", \"2020-09-13 16:01:59.000000+00:00\", \"2020-06-14 02:30:37.000000+00:00\", \"2022-02-24 18:30:53.000000+00:00\", \"2021-12-28 16:14:50.000000+00:00\", \"2019-03-11 14:01:39.000000+00:00\", \"2022-06-10 21:10:03.000000+00:00\", \"2022-08-14 14:04:20.000000+00:00\", \"2022-12-16 14:51:15.000000+00:00\", \"2019-07-12 22:23:43.000000+00:00\", \"2020-09-16 10:14:33.000000+00:00\"], \"session_ids\": [\"c25946c3-4c2e-4a03-9ab7-93cdbe8b3d33\", \"9d747c3c-6b79-44e2-b472-e6a1f357caec\", \"feeec7ab-4a7c-47b7-89cd-824c77298e91\", \"70e613d5-775f-49fe-8ce2-a5bc2a04bb6b\", \"09b08274-cb05-4de0-ae81-fe05350ef509\", \"edaa0bb2-d2b0-4bfa-87ed-37341cd03265\", \"75bfcaff-94d9-4eef-8959-944120f95caf\", \"4d006f91-ad2d-4975-bbc4-227598ac906f\", \"951c8c01-ba83-4f73-b0c6-e40e1b29fa49\", \"b82db5ef-a680-4b43-9214-c57728cbfc59\", \"369a7db3-c7e7-4d12-8967-a3a5242a1c27\"], \"total_duration\": 17339.0, \"total_sessions\": 11, \"mean_week_duration\": 88.015}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me an information about users with a duration summation = 1868 and in addition put to use sorting by all sessions quantity from the smallest value to the largest 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{\"47099\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-09-14 19:04:33.000000+00:00\", \"2021-02-04 10:58:12.000000+00:00\", \"2019-06-02 19:39:30.000000+00:00\"], \"session_ids\": [\"42e3bdf4-fb54-4db7-b038-8a1b38815f04\", \"87f725a1-2058-4369-a22b-d762b7edc723\", \"eba523a5-63d4-45f4-a869-1a7e059af6ba\"], \"total_duration\": 227.0, \"total_sessions\": 3, \"mean_week_duration\": 2.58}, \"11499\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-01-12 02:21:51.000000+00:00\", \"2021-11-02 22:13:32.000000+00:00\", \"2021-11-25 06:01:23.000000+00:00\", \"2020-09-09 22:23:24.000000+00:00\"], \"session_ids\": [\"4faab2d8-7953-49f6-a878-4f1ac7fa7a07\", \"8cb9e8a1-8af1-4f33-b723-14697794a3dd\", \"f357d102-a480-43b8-b0d8-3e3cbd12f7e7\", \"849c9392-bbdb-4cc1-b72b-d7ed7a2aa662\"], \"total_duration\": 608.0, \"total_sessions\": 4, \"mean_week_duration\": 8.686}, \"97085\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-10-04 08:01:32.000000+00:00\", \"2022-12-09 03:13:37.000000+00:00\"], \"session_ids\": [\"ef34c6a1-a66f-4ddd-842c-86b718f28db1\", \"c32b35c9-49d4-4729-91fc-85372e56725d\"], \"total_duration\": 286.0, \"total_sessions\": 2, \"mean_week_duration\": 1.723}, \"79032\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-06 12:26:51.000000+00:00\", \"2019-09-30 11:06:13.000000+00:00\", \"2019-06-17 22:12:20.000000+00:00\", \"2019-09-02 01:38:18.000000+00:00\", \"2022-03-17 02:15:51.000000+00:00\"], \"session_ids\": [\"addcab26-732a-4021-a1d5-9e956e6e6d1e\", \"914a7e1b-2e83-4b24-a93b-43f4b9524be5\", \"977aa22a-8232-4a0c-bd47-7daf145244c3\", \"46e874a4-e7b3-4b26-92c6-3e4394b71300\", \"34aa833b-54c7-4233-b14b-e0b13b19262e\"], \"total_duration\": 1031.0, \"total_sessions\": 5, \"mean_week_duration\": 7.16}, \"78913\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-06-29 05:58:47.000000+00:00\", \"2023-04-27 21:52:56.000000+00:00\", \"2021-12-02 07:33:33.000000+00:00\", \"2023-04-10 23:13:58.000000+00:00\", \"2022-08-20 13:01:22.000000+00:00\"], \"session_ids\": [\"fac716a7-d4db-40ca-9042-ad5bb46ff8b8\", \"f629535d-bc65-4412-b977-d3f1e45bfb39\", \"4b12f898-8d7e-4641-a2ec-ffe7f4081a90\", \"24924260-029d-4145-8a2e-539b9b1786f4\", \"4a87775e-9847-4a2a-a8e4-ec53fcb96a8c\"], \"total_duration\": 83.0, \"total_sessions\": 5, \"mean_week_duration\": 1.137}, \"34975\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 2}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-03-24 22:14:07.000000+00:00\", \"2020-06-04 19:57:34.000000+00:00\", \"2023-03-19 19:04:35.000000+00:00\", \"2019-12-17 17:02:07.000000+00:00\", \"2020-07-10 00:18:04.000000+00:00\", \"2023-02-01 15:28:07.000000+00:00\", \"2019-07-26 23:29:33.000000+00:00\", \"2022-12-13 04:01:54.000000+00:00\", \"2023-01-25 07:07:40.000000+00:00\"], \"session_ids\": [\"068e1e5c-6e67-439a-ad85-15293248d8e6\", \"eea73684-bfc5-48d7-a419-df00c4d7f822\", \"9998a686-ccb9-47fe-ad69-d4ebeba75760\", \"ecafe989-4c20-4d4b-91d4-b13effda31f9\", \"18b7a992-8f4c-402a-bd62-7acb2262cd60\", \"c5d78ca6-2720-43dd-b8c1-296992a6225b\", \"e0f490ae-acb7-444b-b745-72813bdd80e9\", \"53cebf33-f59e-4724-a3ae-87e4e9174139\", \"009cd975-f714-42aa-a03f-349e657bb596\"], \"total_duration\": 22416.0, \"total_sessions\": 9, \"mean_week_duration\": 117.361}, \"17955\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-30 20:30:06.000000+00:00\", \"2019-12-05 18:25:48.000000+00:00\", \"2020-08-20 03:41:36.000000+00:00\", \"2022-09-17 13:55:22.000000+00:00\", \"2023-02-09 05:59:15.000000+00:00\", \"2020-06-25 13:04:07.000000+00:00\", \"2021-12-28 05:58:14.000000+00:00\", \"2019-03-29 08:06:30.000000+00:00\", \"2021-08-09 08:57:24.000000+00:00\"], \"session_ids\": [\"b985cb56-c3e8-4e9e-80de-d97cc764a9a3\", \"24383631-f704-4aea-8928-d1daca21b06a\", \"3d8b7d84-e4e8-4684-8cb3-b25a9a14367b\", \"e150190d-5e48-4ea2-8fb5-0e2cb3e8f88b\", \"da0ab8dd-eb0b-4478-8c6b-f39e2571f88e\", \"526cdd2a-9e89-460a-b919-21367b83008d\", \"eb0c744d-2f99-4d35-aa31-7c8b60179439\", \"02b13fc4-8522-4466-8d97-0b793fdb0472\", \"c29656a5-ed73-4a08-84e9-1abd5028d46c\"], \"total_duration\": 27794.0, \"total_sessions\": 9, \"mean_week_duration\": 137.594}, \"25039\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-02-02 11:06:44.000000+00:00\", \"2023-06-30 18:57:07.000000+00:00\"], \"session_ids\": [\"75c1a540-1b52-47fa-994a-a8a5b96171fd\", \"5a2698d3-0039-475c-a8de-864e52cf915d\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 0.23}, \"95614\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-02-23 21:38:35.000000+00:00\", \"2022-12-05 18:40:44.000000+00:00\", \"2019-01-28 12:37:13.000000+00:00\", \"2023-05-02 03:53:09.000000+00:00\", \"2019-02-13 07:50:48.000000+00:00\"], \"session_ids\": [\"e1f18ae4-5ae0-456e-bd9c-ceeff8df64a8\", \"59ff5b2a-3441-48bb-9f32-f64e6f2947d0\", \"c0d5a829-b3ef-4dfa-9859-d8b7fa3129fd\", \"bedcf5f7-87e0-40e2-a0d0-78c9db7775fd\", \"61366779-8678-4665-a324-8d1c3242e18b\"], \"total_duration\": 402.0, \"total_sessions\": 5, \"mean_week_duration\": 1.811}, \"46004\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-09-01 20:40:26.000000+00:00\", \"2022-11-02 02:23:23.000000+00:00\", \"2021-01-29 05:22:34.000000+00:00\"], \"session_ids\": [\"df439e72-75f2-44ca-ae8d-3996a197c3cf\", \"8a93a56e-5489-422a-98ee-af681f8873b2\", \"ae7dd3e3-b379-4035-b33c-e977ebb7697f\"], \"total_duration\": 21.0, \"total_sessions\": 3, \"mean_week_duration\": 0.186}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are 1868"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"==\"]]}, \"all_values\": {\"total_duration\": [[1868, 3616]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about users whose average week duration is strictly bigger than 12 also do sorting by time in app per week form the lowest value to the highest value additionaly provide me only with 4 pieces of information."
}
] |
[
{
"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{\"11443\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-04-13 15:52:30.000000+00:00\", \"2019-10-08 14:10:41.000000+00:00\", \"2020-06-18 19:56:58.000000+00:00\", \"2022-12-21 12:58:52.000000+00:00\", \"2020-03-14 23:43:31.000000+00:00\", \"2023-04-16 14:35:15.000000+00:00\", \"2020-04-17 04:29:13.000000+00:00\", \"2021-01-26 01:12:34.000000+00:00\", \"2019-04-21 15:20:52.000000+00:00\", \"2019-08-23 09:56:21.000000+00:00\"], \"session_ids\": [\"fa23476c-ac14-42f9-b458-2783955f1254\", \"81d6f24a-2b57-4b45-8897-0206e8e7ab75\", \"ac7b2b6a-e31c-4b92-bfd1-5215844143dd\", \"e10af8e0-f733-40a6-8b08-74211938229f\", \"5a6b37ea-00e7-4a94-8f0f-67fcfe6864b4\", \"f28b6517-27e8-4ffa-be55-dfbb87bf2e0b\", \"821c22a0-71bc-4e21-857a-ea67bd6c1e1d\", \"72e818e0-d5a7-4bb6-b5a6-363bd9f644f5\", \"873b5903-c9f2-4d4c-a017-08e43326f516\", \"cff9c07c-60c5-4588-a272-99f9145abcbe\"], \"total_duration\": 38636.0, \"total_sessions\": 10, \"mean_week_duration\": 184.861}, \"73028\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-05-22 05:42:11.000000+00:00\", \"2022-01-10 00:53:32.000000+00:00\"], \"session_ids\": [\"7a3c998a-2d8e-42fe-9e22-96ff04ed9b60\", \"13484d9a-3cdb-485f-973c-084179cdcb40\"], \"total_duration\": 338.0, \"total_sessions\": 2, \"mean_week_duration\": 17.789}, \"56341\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2022-06-21 19:39:17.000000+00:00\", \"2021-01-16 22:10:29.000000+00:00\"], \"session_ids\": [\"2217a728-a4b0-4fb8-ac89-bb680acb303c\", \"20d58412-c3d4-4f79-8a85-1d237b84bb38\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.613}, \"64090\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-01-21 00:11:49.000000+00:00\", \"2021-07-09 06:11:33.000000+00:00\"], \"session_ids\": [\"aedbcbfb-6361-45fe-8772-ce0fb1cd2400\", \"cf7591e7-f7c9-4338-91ba-64923f1d14f4\"], \"total_duration\": 202.0, \"total_sessions\": 2, \"mean_week_duration\": 2.623}, \"82703\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-06-11 20:33:13.000000+00:00\", \"2021-09-22 03:27:40.000000+00:00\"], \"session_ids\": [\"2494dbe4-afae-4f18-b168-5707a4543ad5\", \"b42a203b-53fd-44f6-9068-3903a8a914f8\"], \"total_duration\": 324.0, \"total_sessions\": 2, \"mean_week_duration\": 8.526}, \"74991\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-03-10 05:49:57.000000+00:00\", \"2020-08-11 07:37:25.000000+00:00\", \"2020-05-21 03:47:50.000000+00:00\", \"2021-05-13 19:03:34.000000+00:00\", \"2019-09-16 02:24:05.000000+00:00\", \"2021-10-02 09:01:42.000000+00:00\", \"2022-03-15 22:43:57.000000+00:00\", \"2021-03-04 16:21:41.000000+00:00\", \"2020-01-24 21:06:01.000000+00:00\", \"2021-02-25 00:41:33.000000+00:00\"], \"session_ids\": [\"d55c0d2c-4654-4a4b-9b07-12b1d8a72716\", \"ed1928d6-7505-4b31-acf4-91a706917525\", \"20329310-3e33-423f-b460-6fdb8502ef75\", \"6041a11d-1d37-41b0-a66c-f4c7cebe8b14\", \"51096ce0-238a-457f-b2b4-6dda34197815\", \"7a901252-e2c6-4dbc-9003-83b4678ff1b7\", \"eea864bd-f8ad-4092-b80f-c227e02f60f3\", \"ae0033de-f924-4793-969e-17a173bf9430\", \"c303c3e3-7a6c-4738-9d6c-8b354685b3dd\", \"0a965bde-4275-4805-a3c4-9d0c48635e52\"], \"total_duration\": 2191.0, \"total_sessions\": 10, \"mean_week_duration\": 12.038}, \"65083\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-15 11:59:22.000000+00:00\", \"2020-03-30 12:31:51.000000+00:00\"], \"session_ids\": [\"3a7a1f7d-4b57-4b80-9042-de49526fddd6\", \"3c2f44fe-d7df-4d74-a014-dee766307f0f\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 0.824}, \"56693\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-10-27 12:48:16.000000+00:00\", \"2023-05-28 09:42:09.000000+00:00\", \"2020-06-03 17:01:55.000000+00:00\"], \"session_ids\": [\"72940c86-108b-4725-81ea-5305284caf67\", \"d62914ed-4fbf-437d-8176-eef3dd29e7a5\", \"70fe12c3-0eea-4bfb-9f8f-0e5b79ec8f4f\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.134}, \"96736\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-08-11 03:25:37.000000+00:00\", \"2019-06-16 16:41:52.000000+00:00\", \"2023-02-22 03:15:12.000000+00:00\"], \"session_ids\": [\"9b87db80-fcca-429a-b01e-7c27d5b70b3b\", \"a07148b8-de42-4f8c-9a99-32a1ff69c306\", \"46fa52f0-2382-4231-8279-bdd141a7d102\"], \"total_duration\": 292.0, \"total_sessions\": 3, \"mean_week_duration\": 1.513}, \"70278\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-08-23 23:48:10.000000+00:00\", \"2020-09-07 21:17:56.000000+00:00\", \"2023-05-09 01:53:14.000000+00:00\"], \"session_ids\": [\"94f3ba6f-3a45-47fd-bfa5-1e90d07acf04\", \"95d7fa46-ae98-40f1-a51e-b448ffd7d558\", \"073bb0de-22d5-4e59-b7b1-adbb79153810\"], \"total_duration\": 131.0, \"total_sessions\": 3, \"mean_week_duration\": 0.942}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are greater than 12"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\"]]}, \"all_values\": {\"mean_week_duration\": [[12, 45]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"11443\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-04-13 15:52:30.000000+00:00\", \"2019-10-08 14:10:41.000000+00:00\", \"2020-06-18 19:56:58.000000+00:00\", \"2022-12-21 12:58:52.000000+00:00\", \"2020-03-14 23:43:31.000000+00:00\", \"2023-04-16 14:35:15.000000+00:00\", \"2020-04-17 04:29:13.000000+00:00\", \"2021-01-26 01:12:34.000000+00:00\", \"2019-04-21 15:20:52.000000+00:00\", \"2019-08-23 09:56:21.000000+00:00\"], \"session_ids\": [\"fa23476c-ac14-42f9-b458-2783955f1254\", \"81d6f24a-2b57-4b45-8897-0206e8e7ab75\", \"ac7b2b6a-e31c-4b92-bfd1-5215844143dd\", \"e10af8e0-f733-40a6-8b08-74211938229f\", \"5a6b37ea-00e7-4a94-8f0f-67fcfe6864b4\", \"f28b6517-27e8-4ffa-be55-dfbb87bf2e0b\", \"821c22a0-71bc-4e21-857a-ea67bd6c1e1d\", \"72e818e0-d5a7-4bb6-b5a6-363bd9f644f5\", \"873b5903-c9f2-4d4c-a017-08e43326f516\", \"cff9c07c-60c5-4588-a272-99f9145abcbe\"], \"total_duration\": 38636.0, \"total_sessions\": 10, \"mean_week_duration\": 184.861}, \"73028\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-05-22 05:42:11.000000+00:00\", \"2022-01-10 00:53:32.000000+00:00\"], \"session_ids\": [\"7a3c998a-2d8e-42fe-9e22-96ff04ed9b60\", \"13484d9a-3cdb-485f-973c-084179cdcb40\"], \"total_duration\": 338.0, \"total_sessions\": 2, \"mean_week_duration\": 17.789}, \"74991\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-03-10 05:49:57.000000+00:00\", \"2020-08-11 07:37:25.000000+00:00\", \"2020-05-21 03:47:50.000000+00:00\", \"2021-05-13 19:03:34.000000+00:00\", \"2019-09-16 02:24:05.000000+00:00\", \"2021-10-02 09:01:42.000000+00:00\", \"2022-03-15 22:43:57.000000+00:00\", \"2021-03-04 16:21:41.000000+00:00\", \"2020-01-24 21:06:01.000000+00:00\", \"2021-02-25 00:41:33.000000+00:00\"], \"session_ids\": [\"d55c0d2c-4654-4a4b-9b07-12b1d8a72716\", \"ed1928d6-7505-4b31-acf4-91a706917525\", \"20329310-3e33-423f-b460-6fdb8502ef75\", \"6041a11d-1d37-41b0-a66c-f4c7cebe8b14\", \"51096ce0-238a-457f-b2b4-6dda34197815\", \"7a901252-e2c6-4dbc-9003-83b4678ff1b7\", \"eea864bd-f8ad-4092-b80f-c227e02f60f3\", \"ae0033de-f924-4793-969e-17a173bf9430\", \"c303c3e3-7a6c-4738-9d6c-8b354685b3dd\", \"0a965bde-4275-4805-a3c4-9d0c48635e52\"], \"total_duration\": 2191.0, \"total_sessions\": 10, \"mean_week_duration\": 12.038}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"74991\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-03-10 05:49:57.000000+00:00\", \"2020-08-11 07:37:25.000000+00:00\", \"2020-05-21 03:47:50.000000+00:00\", \"2021-05-13 19:03:34.000000+00:00\", \"2019-09-16 02:24:05.000000+00:00\", \"2021-10-02 09:01:42.000000+00:00\", \"2022-03-15 22:43:57.000000+00:00\", \"2021-03-04 16:21:41.000000+00:00\", \"2020-01-24 21:06:01.000000+00:00\", \"2021-02-25 00:41:33.000000+00:00\"], \"session_ids\": [\"d55c0d2c-4654-4a4b-9b07-12b1d8a72716\", \"ed1928d6-7505-4b31-acf4-91a706917525\", \"20329310-3e33-423f-b460-6fdb8502ef75\", \"6041a11d-1d37-41b0-a66c-f4c7cebe8b14\", \"51096ce0-238a-457f-b2b4-6dda34197815\", \"7a901252-e2c6-4dbc-9003-83b4678ff1b7\", \"eea864bd-f8ad-4092-b80f-c227e02f60f3\", \"ae0033de-f924-4793-969e-17a173bf9430\", \"c303c3e3-7a6c-4738-9d6c-8b354685b3dd\", \"0a965bde-4275-4805-a3c4-9d0c48635e52\"], \"total_duration\": 2191.0, \"total_sessions\": 10, \"mean_week_duration\": 12.038}}, {\"73028\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-05-22 05:42:11.000000+00:00\", \"2022-01-10 00:53:32.000000+00:00\"], \"session_ids\": [\"7a3c998a-2d8e-42fe-9e22-96ff04ed9b60\", \"13484d9a-3cdb-485f-973c-084179cdcb40\"], \"total_duration\": 338.0, \"total_sessions\": 2, \"mean_week_duration\": 17.789}}, {\"11443\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-04-13 15:52:30.000000+00:00\", \"2019-10-08 14:10:41.000000+00:00\", \"2020-06-18 19:56:58.000000+00:00\", \"2022-12-21 12:58:52.000000+00:00\", \"2020-03-14 23:43:31.000000+00:00\", \"2023-04-16 14:35:15.000000+00:00\", \"2020-04-17 04:29:13.000000+00:00\", \"2021-01-26 01:12:34.000000+00:00\", \"2019-04-21 15:20:52.000000+00:00\", \"2019-08-23 09:56:21.000000+00:00\"], \"session_ids\": [\"fa23476c-ac14-42f9-b458-2783955f1254\", \"81d6f24a-2b57-4b45-8897-0206e8e7ab75\", \"ac7b2b6a-e31c-4b92-bfd1-5215844143dd\", \"e10af8e0-f733-40a6-8b08-74211938229f\", \"5a6b37ea-00e7-4a94-8f0f-67fcfe6864b4\", \"f28b6517-27e8-4ffa-be55-dfbb87bf2e0b\", \"821c22a0-71bc-4e21-857a-ea67bd6c1e1d\", \"72e818e0-d5a7-4bb6-b5a6-363bd9f644f5\", \"873b5903-c9f2-4d4c-a017-08e43326f516\", \"cff9c07c-60c5-4588-a272-99f9145abcbe\"], \"total_duration\": 38636.0, \"total_sessions\": 10, \"mean_week_duration\": 184.861}}]\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[{\"74991\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-03-10 05:49:57.000000+00:00\", \"2020-08-11 07:37:25.000000+00:00\", \"2020-05-21 03:47:50.000000+00:00\", \"2021-05-13 19:03:34.000000+00:00\", \"2019-09-16 02:24:05.000000+00:00\", \"2021-10-02 09:01:42.000000+00:00\", \"2022-03-15 22:43:57.000000+00:00\", \"2021-03-04 16:21:41.000000+00:00\", \"2020-01-24 21:06:01.000000+00:00\", \"2021-02-25 00:41:33.000000+00:00\"], \"session_ids\": [\"d55c0d2c-4654-4a4b-9b07-12b1d8a72716\", \"ed1928d6-7505-4b31-acf4-91a706917525\", \"20329310-3e33-423f-b460-6fdb8502ef75\", \"6041a11d-1d37-41b0-a66c-f4c7cebe8b14\", \"51096ce0-238a-457f-b2b4-6dda34197815\", \"7a901252-e2c6-4dbc-9003-83b4678ff1b7\", \"eea864bd-f8ad-4092-b80f-c227e02f60f3\", \"ae0033de-f924-4793-969e-17a173bf9430\", \"c303c3e3-7a6c-4738-9d6c-8b354685b3dd\", \"0a965bde-4275-4805-a3c4-9d0c48635e52\"], \"total_duration\": 2191.0, \"total_sessions\": 10, \"mean_week_duration\": 12.038}}, {\"73028\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-05-22 05:42:11.000000+00:00\", \"2022-01-10 00:53:32.000000+00:00\"], \"session_ids\": [\"7a3c998a-2d8e-42fe-9e22-96ff04ed9b60\", \"13484d9a-3cdb-485f-973c-084179cdcb40\"], \"total_duration\": 338.0, \"total_sessions\": 2, \"mean_week_duration\": 17.789}}, {\"11443\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-04-13 15:52:30.000000+00:00\", \"2019-10-08 14:10:41.000000+00:00\", \"2020-06-18 19:56:58.000000+00:00\", \"2022-12-21 12:58:52.000000+00:00\", \"2020-03-14 23:43:31.000000+00:00\", \"2023-04-16 14:35:15.000000+00:00\", \"2020-04-17 04:29:13.000000+00:00\", \"2021-01-26 01:12:34.000000+00:00\", \"2019-04-21 15:20:52.000000+00:00\", \"2019-08-23 09:56:21.000000+00:00\"], \"session_ids\": [\"fa23476c-ac14-42f9-b458-2783955f1254\", \"81d6f24a-2b57-4b45-8897-0206e8e7ab75\", \"ac7b2b6a-e31c-4b92-bfd1-5215844143dd\", \"e10af8e0-f733-40a6-8b08-74211938229f\", \"5a6b37ea-00e7-4a94-8f0f-67fcfe6864b4\", \"f28b6517-27e8-4ffa-be55-dfbb87bf2e0b\", \"821c22a0-71bc-4e21-857a-ea67bd6c1e1d\", \"72e818e0-d5a7-4bb6-b5a6-363bd9f644f5\", \"873b5903-c9f2-4d4c-a017-08e43326f516\", \"cff9c07c-60c5-4588-a272-99f9145abcbe\"], \"total_duration\": 38636.0, \"total_sessions\": 10, \"mean_week_duration\": 184.861}}]\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[{\"74991\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-03-10 05:49:57.000000+00:00\", \"2020-08-11 07:37:25.000000+00:00\", \"2020-05-21 03:47:50.000000+00:00\", \"2021-05-13 19:03:34.000000+00:00\", \"2019-09-16 02:24:05.000000+00:00\", \"2021-10-02 09:01:42.000000+00:00\", \"2022-03-15 22:43:57.000000+00:00\", \"2021-03-04 16:21:41.000000+00:00\", \"2020-01-24 21:06:01.000000+00:00\", \"2021-02-25 00:41:33.000000+00:00\"], \"session_ids\": [\"d55c0d2c-4654-4a4b-9b07-12b1d8a72716\", \"ed1928d6-7505-4b31-acf4-91a706917525\", \"20329310-3e33-423f-b460-6fdb8502ef75\", \"6041a11d-1d37-41b0-a66c-f4c7cebe8b14\", \"51096ce0-238a-457f-b2b4-6dda34197815\", \"7a901252-e2c6-4dbc-9003-83b4678ff1b7\", \"eea864bd-f8ad-4092-b80f-c227e02f60f3\", \"ae0033de-f924-4793-969e-17a173bf9430\", \"c303c3e3-7a6c-4738-9d6c-8b354685b3dd\", \"0a965bde-4275-4805-a3c4-9d0c48635e52\"], \"total_duration\": 2191.0, \"total_sessions\": 10, \"mean_week_duration\": 12.038}}, {\"73028\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-05-22 05:42:11.000000+00:00\", \"2022-01-10 00:53:32.000000+00:00\"], \"session_ids\": [\"7a3c998a-2d8e-42fe-9e22-96ff04ed9b60\", \"13484d9a-3cdb-485f-973c-084179cdcb40\"], \"total_duration\": 338.0, \"total_sessions\": 2, \"mean_week_duration\": 17.789}}, {\"11443\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-04-13 15:52:30.000000+00:00\", \"2019-10-08 14:10:41.000000+00:00\", \"2020-06-18 19:56:58.000000+00:00\", \"2022-12-21 12:58:52.000000+00:00\", \"2020-03-14 23:43:31.000000+00:00\", \"2023-04-16 14:35:15.000000+00:00\", \"2020-04-17 04:29:13.000000+00:00\", \"2021-01-26 01:12:34.000000+00:00\", \"2019-04-21 15:20:52.000000+00:00\", \"2019-08-23 09:56:21.000000+00:00\"], \"session_ids\": [\"fa23476c-ac14-42f9-b458-2783955f1254\", \"81d6f24a-2b57-4b45-8897-0206e8e7ab75\", \"ac7b2b6a-e31c-4b92-bfd1-5215844143dd\", \"e10af8e0-f733-40a6-8b08-74211938229f\", \"5a6b37ea-00e7-4a94-8f0f-67fcfe6864b4\", \"f28b6517-27e8-4ffa-be55-dfbb87bf2e0b\", \"821c22a0-71bc-4e21-857a-ea67bd6c1e1d\", \"72e818e0-d5a7-4bb6-b5a6-363bd9f644f5\", \"873b5903-c9f2-4d4c-a017-08e43326f516\", \"cff9c07c-60c5-4588-a272-99f9145abcbe\"], \"total_duration\": 38636.0, \"total_sessions\": 10, \"mean_week_duration\": 184.861}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display to me 8 users pieces of information whose city isn't San Jose in addition carry out sorting by aver of time using the app per week in ascending and provide me only with 2 pieces of information."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"92003\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-05-03 11:39:51.000000+00:00\", \"2021-12-21 02:23:58.000000+00:00\", \"2021-04-11 14:14:50.000000+00:00\", \"2022-12-05 11:31:20.000000+00:00\"], \"session_ids\": [\"a8287682-2b66-49de-bda9-4c17edc46a58\", \"5f186bd5-c1f0-4328-905c-02173ed253c3\", \"1a96e961-5839-499d-b819-a0906b6d5366\", \"2281945d-b255-43c2-be7b-501d80fa247d\"], \"total_duration\": 252.0, \"total_sessions\": 4, \"mean_week_duration\": 2.93}, \"63067\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-24 10:55:11.000000+00:00\", \"2022-03-20 23:27:42.000000+00:00\", \"2019-11-19 03:28:52.000000+00:00\", \"2022-04-07 10:31:59.000000+00:00\", \"2019-09-01 14:40:58.000000+00:00\", \"2020-12-25 23:14:17.000000+00:00\", \"2020-03-04 07:16:17.000000+00:00\", \"2019-09-29 02:09:07.000000+00:00\", \"2021-03-26 05:17:33.000000+00:00\", \"2022-01-29 06:02:50.000000+00:00\"], \"session_ids\": [\"66f057b3-3794-4b17-9ad4-96c6759e663a\", \"17b8aa4d-acbd-462a-854d-d1e8251da909\", \"e992a674-f6e3-46e8-9334-2937bbb1ca0c\", \"65fbb1d1-21bf-4e15-be92-5abb149ff6f2\", \"ac73597c-0269-4f94-8aea-74e0791e8ec5\", \"89229b6a-17af-4559-b9de-5a558e0f7d8a\", \"7c9e20fd-bd27-4a05-89c4-e94930af0835\", \"a5de136e-fe85-4aff-bec8-aa12cfccbf0e\", \"f036716e-e731-497e-b9e7-9a898266e60b\", \"5fdd47b1-f09d-4d79-b910-9287dcdb1176\"], \"total_duration\": 33153.0, \"total_sessions\": 10, \"mean_week_duration\": 243.772}, \"27089\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-09 14:05:43.000000+00:00\", \"2022-07-18 04:14:29.000000+00:00\", \"2022-12-27 09:00:10.000000+00:00\", \"2020-07-15 11:24:41.000000+00:00\", \"2020-04-15 07:52:45.000000+00:00\", \"2022-03-27 23:03:59.000000+00:00\"], \"session_ids\": [\"58137e26-d3d8-4170-ae04-a634228c2548\", \"ca898b0c-a05c-4367-bb74-4516cc7ffa79\", \"91b8bad8-ff27-4013-8440-b9655797c8c8\", \"449fc614-e4b3-46c0-be07-cebb417d26d9\", \"9a2277d4-8456-4f28-ada7-d9f9d6d400ce\", \"7f9fab42-2a57-4d4f-a855-7c80fd47174e\"], \"total_duration\": 75.0, \"total_sessions\": 6, \"mean_week_duration\": 0.532}, \"59664\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-10 20:34:31.000000+00:00\", \"2023-05-15 23:38:54.000000+00:00\", \"2021-07-20 00:44:40.000000+00:00\", \"2020-05-25 12:39:58.000000+00:00\"], \"session_ids\": [\"36a569a7-13d6-4b32-98e1-83ac486557be\", \"bc159b70-43cf-4b9f-8c4e-f9e66b566603\", \"df6abd43-9811-42ef-b1fd-bc47162249df\", \"0b1b3bc3-2b71-45fb-9034-610b7c66d19a\"], \"total_duration\": 641.0, \"total_sessions\": 4, \"mean_week_duration\": 3.861}, \"38099\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-10-21 22:15:15.000000+00:00\", \"2021-08-19 21:31:46.000000+00:00\"], \"session_ids\": [\"c25971d6-ccf9-410e-bad9-62c93e509a0e\", \"39026eed-7ff2-4f29-85d9-7cdce61a5cf3\"], \"total_duration\": 486.0, \"total_sessions\": 2, \"mean_week_duration\": 11.302}, \"53407\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-03-06 11:33:25.000000+00:00\", \"2021-08-24 06:13:41.000000+00:00\"], \"session_ids\": [\"e544a807-66fa-443a-b48b-b7373c988f95\", \"1c1cd305-2406-463f-8fc9-0eb570a7d349\"], \"total_duration\": 244.0, \"total_sessions\": 2, \"mean_week_duration\": 9.76}, \"7286\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-02-06 12:31:06.000000+00:00\", \"2019-12-12 23:54:50.000000+00:00\", \"2023-04-21 08:21:36.000000+00:00\", \"2019-07-19 00:11:05.000000+00:00\", \"2022-03-16 19:32:11.000000+00:00\"], \"session_ids\": [\"86aa2d2e-64f1-4ae6-832b-e264ae0eed28\", \"b5de1a53-80cb-4a80-8d40-9eedf5fe9af6\", \"02df3cc4-2663-4e2c-b1fe-59d51c41ad62\", \"12d770b8-3d74-4df8-842a-f20f6fab394a\", \"2adf8766-cf97-4e2a-ba47-d8ec4bd13070\"], \"total_duration\": 1382.0, \"total_sessions\": 5, \"mean_week_duration\": 6.282}, \"2948\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-11-10 17:10:11.000000+00:00\", \"2021-12-11 11:34:19.000000+00:00\"], \"session_ids\": [\"967469fe-2c3f-43e0-a07c-8c68a93cb087\", \"82e6c6e4-e666-4d57-9e39-8f8aa4e957cf\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.75}, \"53007\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-01-04 03:20:20.000000+00:00\", \"2020-08-06 12:06:54.000000+00:00\", \"2023-04-21 01:16:31.000000+00:00\", \"2022-11-02 01:45:58.000000+00:00\", \"2022-03-07 15:03:52.000000+00:00\", \"2020-11-13 09:32:55.000000+00:00\", \"2021-07-07 01:12:05.000000+00:00\", \"2022-02-22 08:34:42.000000+00:00\", \"2019-06-07 16:59:29.000000+00:00\"], \"session_ids\": [\"b7ee4c7f-bb65-444d-9fb9-72b14e2b0f16\", \"a7b6b571-dd87-4884-b25c-cad6083fdb8e\", \"57c5af66-d062-4938-80e9-22235abb6eb8\", \"f4859c50-8eb3-4800-bf17-ee23d8e5d496\", \"0c9b26db-4600-4af6-917b-0fcb1eff3c7e\", \"d180e691-bd01-49fc-bbc8-5f801e2e417e\", \"6dcf20f5-f6a6-4c1d-ab80-6dfafc93c89b\", \"ffd280f6-7df3-4c6f-85a1-c956fb601c8c\", \"1ca5484b-830f-4a7b-8630-a4355c219d89\"], \"total_duration\": 357.0, \"total_sessions\": 9, \"mean_week_duration\": 1.767}, \"1635\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-13 10:37:35.000000+00:00\", \"2022-08-17 14:00:52.000000+00:00\", \"2023-05-18 09:55:43.000000+00:00\", \"2019-08-22 08:52:31.000000+00:00\", \"2020-11-12 12:49:31.000000+00:00\", \"2022-11-18 20:06:07.000000+00:00\", \"2022-01-04 20:20:53.000000+00:00\"], \"session_ids\": [\"5b9e3159-d0f5-4b98-b27e-e43c308faca2\", \"04f36924-6d04-4ecd-aa3f-76ccbb0aaa99\", \"c7bc2d9d-282c-4285-ae9f-a8606e094d05\", \"e58f7298-a897-4a81-a3b7-1f46d17f8326\", \"69d58fff-8dcb-4c63-943a-427e703ba79e\", \"ab0ed007-f61e-438e-aefc-1cf86540d89b\", \"f6b0a7bf-94de-4ea1-a0e6-1fd8d174e048\"], \"total_duration\": 9352.0, \"total_sessions\": 7, \"mean_week_duration\": 47.959}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose 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{\"92003\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-05-03 11:39:51.000000+00:00\", \"2021-12-21 02:23:58.000000+00:00\", \"2021-04-11 14:14:50.000000+00:00\", \"2022-12-05 11:31:20.000000+00:00\"], \"session_ids\": [\"a8287682-2b66-49de-bda9-4c17edc46a58\", \"5f186bd5-c1f0-4328-905c-02173ed253c3\", \"1a96e961-5839-499d-b819-a0906b6d5366\", \"2281945d-b255-43c2-be7b-501d80fa247d\"], \"total_duration\": 252.0, \"total_sessions\": 4, \"mean_week_duration\": 2.93}, \"63067\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-24 10:55:11.000000+00:00\", \"2022-03-20 23:27:42.000000+00:00\", \"2019-11-19 03:28:52.000000+00:00\", \"2022-04-07 10:31:59.000000+00:00\", \"2019-09-01 14:40:58.000000+00:00\", \"2020-12-25 23:14:17.000000+00:00\", \"2020-03-04 07:16:17.000000+00:00\", \"2019-09-29 02:09:07.000000+00:00\", \"2021-03-26 05:17:33.000000+00:00\", \"2022-01-29 06:02:50.000000+00:00\"], \"session_ids\": [\"66f057b3-3794-4b17-9ad4-96c6759e663a\", \"17b8aa4d-acbd-462a-854d-d1e8251da909\", \"e992a674-f6e3-46e8-9334-2937bbb1ca0c\", \"65fbb1d1-21bf-4e15-be92-5abb149ff6f2\", \"ac73597c-0269-4f94-8aea-74e0791e8ec5\", \"89229b6a-17af-4559-b9de-5a558e0f7d8a\", \"7c9e20fd-bd27-4a05-89c4-e94930af0835\", \"a5de136e-fe85-4aff-bec8-aa12cfccbf0e\", \"f036716e-e731-497e-b9e7-9a898266e60b\", \"5fdd47b1-f09d-4d79-b910-9287dcdb1176\"], \"total_duration\": 33153.0, \"total_sessions\": 10, \"mean_week_duration\": 243.772}, \"27089\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-09 14:05:43.000000+00:00\", \"2022-07-18 04:14:29.000000+00:00\", \"2022-12-27 09:00:10.000000+00:00\", \"2020-07-15 11:24:41.000000+00:00\", \"2020-04-15 07:52:45.000000+00:00\", \"2022-03-27 23:03:59.000000+00:00\"], \"session_ids\": [\"58137e26-d3d8-4170-ae04-a634228c2548\", \"ca898b0c-a05c-4367-bb74-4516cc7ffa79\", \"91b8bad8-ff27-4013-8440-b9655797c8c8\", \"449fc614-e4b3-46c0-be07-cebb417d26d9\", \"9a2277d4-8456-4f28-ada7-d9f9d6d400ce\", \"7f9fab42-2a57-4d4f-a855-7c80fd47174e\"], \"total_duration\": 75.0, \"total_sessions\": 6, \"mean_week_duration\": 0.532}, \"59664\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-10 20:34:31.000000+00:00\", \"2023-05-15 23:38:54.000000+00:00\", \"2021-07-20 00:44:40.000000+00:00\", \"2020-05-25 12:39:58.000000+00:00\"], \"session_ids\": [\"36a569a7-13d6-4b32-98e1-83ac486557be\", \"bc159b70-43cf-4b9f-8c4e-f9e66b566603\", \"df6abd43-9811-42ef-b1fd-bc47162249df\", \"0b1b3bc3-2b71-45fb-9034-610b7c66d19a\"], \"total_duration\": 641.0, \"total_sessions\": 4, \"mean_week_duration\": 3.861}, \"38099\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-10-21 22:15:15.000000+00:00\", \"2021-08-19 21:31:46.000000+00:00\"], \"session_ids\": [\"c25971d6-ccf9-410e-bad9-62c93e509a0e\", \"39026eed-7ff2-4f29-85d9-7cdce61a5cf3\"], \"total_duration\": 486.0, \"total_sessions\": 2, \"mean_week_duration\": 11.302}, \"53407\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-03-06 11:33:25.000000+00:00\", \"2021-08-24 06:13:41.000000+00:00\"], \"session_ids\": [\"e544a807-66fa-443a-b48b-b7373c988f95\", \"1c1cd305-2406-463f-8fc9-0eb570a7d349\"], \"total_duration\": 244.0, \"total_sessions\": 2, \"mean_week_duration\": 9.76}, \"2948\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-11-10 17:10:11.000000+00:00\", \"2021-12-11 11:34:19.000000+00:00\"], \"session_ids\": [\"967469fe-2c3f-43e0-a07c-8c68a93cb087\", \"82e6c6e4-e666-4d57-9e39-8f8aa4e957cf\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.75}, \"53007\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-01-04 03:20:20.000000+00:00\", \"2020-08-06 12:06:54.000000+00:00\", \"2023-04-21 01:16:31.000000+00:00\", \"2022-11-02 01:45:58.000000+00:00\", \"2022-03-07 15:03:52.000000+00:00\", \"2020-11-13 09:32:55.000000+00:00\", \"2021-07-07 01:12:05.000000+00:00\", \"2022-02-22 08:34:42.000000+00:00\", \"2019-06-07 16:59:29.000000+00:00\"], \"session_ids\": [\"b7ee4c7f-bb65-444d-9fb9-72b14e2b0f16\", \"a7b6b571-dd87-4884-b25c-cad6083fdb8e\", \"57c5af66-d062-4938-80e9-22235abb6eb8\", \"f4859c50-8eb3-4800-bf17-ee23d8e5d496\", \"0c9b26db-4600-4af6-917b-0fcb1eff3c7e\", \"d180e691-bd01-49fc-bbc8-5f801e2e417e\", \"6dcf20f5-f6a6-4c1d-ab80-6dfafc93c89b\", \"ffd280f6-7df3-4c6f-85a1-c956fb601c8c\", \"1ca5484b-830f-4a7b-8630-a4355c219d89\"], \"total_duration\": 357.0, \"total_sessions\": 9, \"mean_week_duration\": 1.767}, \"1635\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-13 10:37:35.000000+00:00\", \"2022-08-17 14:00:52.000000+00:00\", \"2023-05-18 09:55:43.000000+00:00\", \"2019-08-22 08:52:31.000000+00:00\", \"2020-11-12 12:49:31.000000+00:00\", \"2022-11-18 20:06:07.000000+00:00\", \"2022-01-04 20:20:53.000000+00:00\"], \"session_ids\": [\"5b9e3159-d0f5-4b98-b27e-e43c308faca2\", \"04f36924-6d04-4ecd-aa3f-76ccbb0aaa99\", \"c7bc2d9d-282c-4285-ae9f-a8606e094d05\", \"e58f7298-a897-4a81-a3b7-1f46d17f8326\", \"69d58fff-8dcb-4c63-943a-427e703ba79e\", \"ab0ed007-f61e-438e-aefc-1cf86540d89b\", \"f6b0a7bf-94de-4ea1-a0e6-1fd8d174e048\"], \"total_duration\": 9352.0, \"total_sessions\": 7, \"mean_week_duration\": 47.959}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"27089\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-09 14:05:43.000000+00:00\", \"2022-07-18 04:14:29.000000+00:00\", \"2022-12-27 09:00:10.000000+00:00\", \"2020-07-15 11:24:41.000000+00:00\", \"2020-04-15 07:52:45.000000+00:00\", \"2022-03-27 23:03:59.000000+00:00\"], \"session_ids\": [\"58137e26-d3d8-4170-ae04-a634228c2548\", \"ca898b0c-a05c-4367-bb74-4516cc7ffa79\", \"91b8bad8-ff27-4013-8440-b9655797c8c8\", \"449fc614-e4b3-46c0-be07-cebb417d26d9\", \"9a2277d4-8456-4f28-ada7-d9f9d6d400ce\", \"7f9fab42-2a57-4d4f-a855-7c80fd47174e\"], \"total_duration\": 75.0, \"total_sessions\": 6, \"mean_week_duration\": 0.532}}, {\"2948\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-11-10 17:10:11.000000+00:00\", \"2021-12-11 11:34:19.000000+00:00\"], \"session_ids\": [\"967469fe-2c3f-43e0-a07c-8c68a93cb087\", \"82e6c6e4-e666-4d57-9e39-8f8aa4e957cf\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.75}}, {\"53007\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-01-04 03:20:20.000000+00:00\", \"2020-08-06 12:06:54.000000+00:00\", \"2023-04-21 01:16:31.000000+00:00\", \"2022-11-02 01:45:58.000000+00:00\", \"2022-03-07 15:03:52.000000+00:00\", \"2020-11-13 09:32:55.000000+00:00\", \"2021-07-07 01:12:05.000000+00:00\", \"2022-02-22 08:34:42.000000+00:00\", \"2019-06-07 16:59:29.000000+00:00\"], \"session_ids\": [\"b7ee4c7f-bb65-444d-9fb9-72b14e2b0f16\", \"a7b6b571-dd87-4884-b25c-cad6083fdb8e\", \"57c5af66-d062-4938-80e9-22235abb6eb8\", \"f4859c50-8eb3-4800-bf17-ee23d8e5d496\", \"0c9b26db-4600-4af6-917b-0fcb1eff3c7e\", \"d180e691-bd01-49fc-bbc8-5f801e2e417e\", \"6dcf20f5-f6a6-4c1d-ab80-6dfafc93c89b\", \"ffd280f6-7df3-4c6f-85a1-c956fb601c8c\", \"1ca5484b-830f-4a7b-8630-a4355c219d89\"], \"total_duration\": 357.0, \"total_sessions\": 9, \"mean_week_duration\": 1.767}}, {\"92003\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-05-03 11:39:51.000000+00:00\", \"2021-12-21 02:23:58.000000+00:00\", \"2021-04-11 14:14:50.000000+00:00\", \"2022-12-05 11:31:20.000000+00:00\"], \"session_ids\": [\"a8287682-2b66-49de-bda9-4c17edc46a58\", \"5f186bd5-c1f0-4328-905c-02173ed253c3\", \"1a96e961-5839-499d-b819-a0906b6d5366\", \"2281945d-b255-43c2-be7b-501d80fa247d\"], \"total_duration\": 252.0, \"total_sessions\": 4, \"mean_week_duration\": 2.93}}, {\"59664\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-10 20:34:31.000000+00:00\", \"2023-05-15 23:38:54.000000+00:00\", \"2021-07-20 00:44:40.000000+00:00\", \"2020-05-25 12:39:58.000000+00:00\"], \"session_ids\": [\"36a569a7-13d6-4b32-98e1-83ac486557be\", \"bc159b70-43cf-4b9f-8c4e-f9e66b566603\", \"df6abd43-9811-42ef-b1fd-bc47162249df\", \"0b1b3bc3-2b71-45fb-9034-610b7c66d19a\"], \"total_duration\": 641.0, \"total_sessions\": 4, \"mean_week_duration\": 3.861}}, {\"53407\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-03-06 11:33:25.000000+00:00\", \"2021-08-24 06:13:41.000000+00:00\"], \"session_ids\": [\"e544a807-66fa-443a-b48b-b7373c988f95\", \"1c1cd305-2406-463f-8fc9-0eb570a7d349\"], \"total_duration\": 244.0, \"total_sessions\": 2, \"mean_week_duration\": 9.76}}, {\"38099\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-10-21 22:15:15.000000+00:00\", \"2021-08-19 21:31:46.000000+00:00\"], \"session_ids\": [\"c25971d6-ccf9-410e-bad9-62c93e509a0e\", \"39026eed-7ff2-4f29-85d9-7cdce61a5cf3\"], \"total_duration\": 486.0, \"total_sessions\": 2, \"mean_week_duration\": 11.302}}, {\"1635\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-13 10:37:35.000000+00:00\", \"2022-08-17 14:00:52.000000+00:00\", \"2023-05-18 09:55:43.000000+00:00\", \"2019-08-22 08:52:31.000000+00:00\", \"2020-11-12 12:49:31.000000+00:00\", \"2022-11-18 20:06:07.000000+00:00\", \"2022-01-04 20:20:53.000000+00:00\"], \"session_ids\": [\"5b9e3159-d0f5-4b98-b27e-e43c308faca2\", \"04f36924-6d04-4ecd-aa3f-76ccbb0aaa99\", \"c7bc2d9d-282c-4285-ae9f-a8606e094d05\", \"e58f7298-a897-4a81-a3b7-1f46d17f8326\", \"69d58fff-8dcb-4c63-943a-427e703ba79e\", \"ab0ed007-f61e-438e-aefc-1cf86540d89b\", \"f6b0a7bf-94de-4ea1-a0e6-1fd8d174e048\"], \"total_duration\": 9352.0, \"total_sessions\": 7, \"mean_week_duration\": 47.959}}, {\"63067\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-24 10:55:11.000000+00:00\", \"2022-03-20 23:27:42.000000+00:00\", \"2019-11-19 03:28:52.000000+00:00\", \"2022-04-07 10:31:59.000000+00:00\", \"2019-09-01 14:40:58.000000+00:00\", \"2020-12-25 23:14:17.000000+00:00\", \"2020-03-04 07:16:17.000000+00:00\", \"2019-09-29 02:09:07.000000+00:00\", \"2021-03-26 05:17:33.000000+00:00\", \"2022-01-29 06:02:50.000000+00:00\"], \"session_ids\": [\"66f057b3-3794-4b17-9ad4-96c6759e663a\", \"17b8aa4d-acbd-462a-854d-d1e8251da909\", \"e992a674-f6e3-46e8-9334-2937bbb1ca0c\", \"65fbb1d1-21bf-4e15-be92-5abb149ff6f2\", \"ac73597c-0269-4f94-8aea-74e0791e8ec5\", \"89229b6a-17af-4559-b9de-5a558e0f7d8a\", \"7c9e20fd-bd27-4a05-89c4-e94930af0835\", \"a5de136e-fe85-4aff-bec8-aa12cfccbf0e\", \"f036716e-e731-497e-b9e7-9a898266e60b\", \"5fdd47b1-f09d-4d79-b910-9287dcdb1176\"], \"total_duration\": 33153.0, \"total_sessions\": 10, \"mean_week_duration\": 243.772}}]\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[{\"27089\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-09 14:05:43.000000+00:00\", \"2022-07-18 04:14:29.000000+00:00\", \"2022-12-27 09:00:10.000000+00:00\", \"2020-07-15 11:24:41.000000+00:00\", \"2020-04-15 07:52:45.000000+00:00\", \"2022-03-27 23:03:59.000000+00:00\"], \"session_ids\": [\"58137e26-d3d8-4170-ae04-a634228c2548\", \"ca898b0c-a05c-4367-bb74-4516cc7ffa79\", \"91b8bad8-ff27-4013-8440-b9655797c8c8\", \"449fc614-e4b3-46c0-be07-cebb417d26d9\", \"9a2277d4-8456-4f28-ada7-d9f9d6d400ce\", \"7f9fab42-2a57-4d4f-a855-7c80fd47174e\"], \"total_duration\": 75.0, \"total_sessions\": 6, \"mean_week_duration\": 0.532}}, {\"2948\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-11-10 17:10:11.000000+00:00\", \"2021-12-11 11:34:19.000000+00:00\"], \"session_ids\": [\"967469fe-2c3f-43e0-a07c-8c68a93cb087\", \"82e6c6e4-e666-4d57-9e39-8f8aa4e957cf\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.75}}]\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[{\"27089\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-09 14:05:43.000000+00:00\", \"2022-07-18 04:14:29.000000+00:00\", \"2022-12-27 09:00:10.000000+00:00\", \"2020-07-15 11:24:41.000000+00:00\", \"2020-04-15 07:52:45.000000+00:00\", \"2022-03-27 23:03:59.000000+00:00\"], \"session_ids\": [\"58137e26-d3d8-4170-ae04-a634228c2548\", \"ca898b0c-a05c-4367-bb74-4516cc7ffa79\", \"91b8bad8-ff27-4013-8440-b9655797c8c8\", \"449fc614-e4b3-46c0-be07-cebb417d26d9\", \"9a2277d4-8456-4f28-ada7-d9f9d6d400ce\", \"7f9fab42-2a57-4d4f-a855-7c80fd47174e\"], \"total_duration\": 75.0, \"total_sessions\": 6, \"mean_week_duration\": 0.532}}, {\"2948\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-11-10 17:10:11.000000+00:00\", \"2021-12-11 11:34:19.000000+00:00\"], \"session_ids\": [\"967469fe-2c3f-43e0-a07c-8c68a93cb087\", \"82e6c6e4-e666-4d57-9e39-8f8aa4e957cf\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.75}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about 7 users who are not residents of city Sydney in addition carry out sorting by city title in asc , keep only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"86207\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-08-24 20:19:33.000000+00:00\", \"2022-03-23 05:27:32.000000+00:00\"], \"session_ids\": [\"55a1454e-98d6-4a9c-a16d-8b21becd3b8e\", \"8031b31c-e48a-40b5-9609-c547567fe91e\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.41}, \"73946\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-03-24 18:32:38.000000+00:00\", \"2022-08-09 06:01:12.000000+00:00\"], \"session_ids\": [\"edc114b2-5527-4eef-92bb-5917097167dd\", \"62409bb7-cff7-409c-9b17-1676747a6983\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 4.5}, \"23644\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-11-09 15:31:57.000000+00:00\", \"2019-12-27 18:23:06.000000+00:00\", \"2022-06-01 00:31:33.000000+00:00\"], \"session_ids\": [\"ac4c69b7-3624-41ff-999d-650c44fcbda5\", \"de6c095b-b422-438f-8a22-757817aa01ce\", \"253479d8-0273-4332-bc08-bdfb983546b0\"], \"total_duration\": 192.0, \"total_sessions\": 3, \"mean_week_duration\": 1.28}, \"98575\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-10-23 01:49:59.000000+00:00\", \"2021-12-09 22:25:35.000000+00:00\"], \"session_ids\": [\"0da7e98c-1258-4ee2-87ee-4a083b9dd451\", \"fa64d4a2-b55b-41e9-bd0e-98dedff7f2e3\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 1.261}, \"61142\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-03-07 00:37:32.000000+00:00\", \"2021-10-24 05:07:40.000000+00:00\", \"2021-10-24 20:06:48.000000+00:00\", \"2020-09-11 12:47:16.000000+00:00\", \"2022-05-28 05:09:05.000000+00:00\", \"2022-01-04 22:46:03.000000+00:00\", \"2023-01-03 13:00:42.000000+00:00\", \"2022-12-19 17:13:20.000000+00:00\", \"2023-05-25 04:12:13.000000+00:00\", \"2020-09-22 03:22:01.000000+00:00\", \"2020-05-10 22:02:40.000000+00:00\"], \"session_ids\": [\"2db97754-e10e-4b27-ad14-e82f34c4bf0e\", \"bec58093-c2c9-4aa0-bf44-25a0197db172\", \"854e38c6-6412-43c4-9035-3c1f6568573d\", \"0ed8f2fe-eb5b-43b9-b887-fa9a88756d95\", \"d6d8f8ad-c750-44ac-9255-a9b2a01e6346\", \"d9ae5f26-923a-4d10-9df8-37d5320f7d9c\", \"ab2434ab-f1de-4aee-b175-d215e6291b33\", \"710e68a3-d4d0-42b2-8e7e-7a8280cfbe5c\", \"08c1ea66-3a7a-4178-b72c-0b4971b485ad\", \"2187c1ce-92b4-41ea-adec-c1a5a5a7029e\", \"89f88836-f340-4236-92a0-2a6d207cd4dc\"], \"total_duration\": 836.0, \"total_sessions\": 11, \"mean_week_duration\": 5.258}, \"10138\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-10-05 06:12:15.000000+00:00\", \"2021-09-19 10:18:03.000000+00:00\", \"2019-12-05 15:49:10.000000+00:00\", \"2021-10-31 20:49:32.000000+00:00\"], \"session_ids\": [\"0ef3768b-a735-4410-8d1c-26af70c62c11\", \"083bc483-9c7b-43b8-aa6a-c53cd0f35446\", \"ecfd4bcb-03bc-4435-a5c1-4e4d7a4456f9\", \"f7703c9b-a4d5-49a3-b807-ff593a1a6c8c\"], \"total_duration\": 60.0, \"total_sessions\": 4, \"mean_week_duration\": 0.6}, \"51165\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-10-02 02:51:09.000000+00:00\", \"2022-06-30 13:15:37.000000+00:00\", \"2019-01-19 01:17:47.000000+00:00\", \"2020-04-19 18:42:10.000000+00:00\", \"2020-03-26 16:42:07.000000+00:00\", \"2021-07-26 16:26:50.000000+00:00\", \"2023-01-24 05:27:34.000000+00:00\", \"2020-09-25 14:42:31.000000+00:00\", \"2019-06-14 14:59:44.000000+00:00\"], \"session_ids\": [\"2843b7c5-309c-45f7-ab21-aa497e3cc11b\", \"ae763212-16fe-4939-ba52-ee43e7351d4d\", \"9046164e-a240-4511-85d8-d0317b55d180\", \"104856d6-8d36-4296-8381-5caff8257f84\", \"a1f80f74-2828-4fea-b3f6-0fbb89722b35\", \"f95a62d5-750a-4991-932b-21ff81084b61\", \"d40df17d-2e66-4ca8-bd86-5523ce4a815c\", \"9be1a989-d916-4928-82c5-969af219c472\", \"73f04dc7-06b9-412a-ac6c-6d10874f9033\"], \"total_duration\": 11451.0, \"total_sessions\": 9, \"mean_week_duration\": 54.529}, \"65588\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-03-01 23:50:35.000000+00:00\", \"2019-07-25 20:47:44.000000+00:00\"], \"session_ids\": [\"dd59a535-be76-4091-9b09-b63847c9652b\", \"f578a384-00c3-4df5-a61f-1671d14021f5\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 0.821}, \"70479\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-11-18 12:47:23.000000+00:00\", \"2021-02-20 19:13:39.000000+00:00\"], \"session_ids\": [\"61ee131e-3e9a-43a5-9148-dea5e65d9ede\", \"735e3dee-c427-4795-a46e-186cd480f71f\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 2.788}, \"2714\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-01-31 02:05:57.000000+00:00\", \"2022-01-18 02:36:26.000000+00:00\"], \"session_ids\": [\"637c9a37-19db-459e-94ea-0ec56873a8dd\", \"90b0d07c-bb0f-41c4-a5b6-45d5b9a437ff\"], \"total_duration\": 190.0, \"total_sessions\": 2, \"mean_week_duration\": 3.519}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose 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{\"86207\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-08-24 20:19:33.000000+00:00\", \"2022-03-23 05:27:32.000000+00:00\"], \"session_ids\": [\"55a1454e-98d6-4a9c-a16d-8b21becd3b8e\", \"8031b31c-e48a-40b5-9609-c547567fe91e\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.41}, \"73946\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-03-24 18:32:38.000000+00:00\", \"2022-08-09 06:01:12.000000+00:00\"], \"session_ids\": [\"edc114b2-5527-4eef-92bb-5917097167dd\", \"62409bb7-cff7-409c-9b17-1676747a6983\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 4.5}, \"23644\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-11-09 15:31:57.000000+00:00\", \"2019-12-27 18:23:06.000000+00:00\", \"2022-06-01 00:31:33.000000+00:00\"], \"session_ids\": [\"ac4c69b7-3624-41ff-999d-650c44fcbda5\", \"de6c095b-b422-438f-8a22-757817aa01ce\", \"253479d8-0273-4332-bc08-bdfb983546b0\"], \"total_duration\": 192.0, \"total_sessions\": 3, \"mean_week_duration\": 1.28}, \"98575\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-10-23 01:49:59.000000+00:00\", \"2021-12-09 22:25:35.000000+00:00\"], \"session_ids\": [\"0da7e98c-1258-4ee2-87ee-4a083b9dd451\", \"fa64d4a2-b55b-41e9-bd0e-98dedff7f2e3\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 1.261}, \"61142\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-03-07 00:37:32.000000+00:00\", \"2021-10-24 05:07:40.000000+00:00\", \"2021-10-24 20:06:48.000000+00:00\", \"2020-09-11 12:47:16.000000+00:00\", \"2022-05-28 05:09:05.000000+00:00\", \"2022-01-04 22:46:03.000000+00:00\", \"2023-01-03 13:00:42.000000+00:00\", \"2022-12-19 17:13:20.000000+00:00\", \"2023-05-25 04:12:13.000000+00:00\", \"2020-09-22 03:22:01.000000+00:00\", \"2020-05-10 22:02:40.000000+00:00\"], \"session_ids\": [\"2db97754-e10e-4b27-ad14-e82f34c4bf0e\", \"bec58093-c2c9-4aa0-bf44-25a0197db172\", \"854e38c6-6412-43c4-9035-3c1f6568573d\", \"0ed8f2fe-eb5b-43b9-b887-fa9a88756d95\", \"d6d8f8ad-c750-44ac-9255-a9b2a01e6346\", \"d9ae5f26-923a-4d10-9df8-37d5320f7d9c\", \"ab2434ab-f1de-4aee-b175-d215e6291b33\", \"710e68a3-d4d0-42b2-8e7e-7a8280cfbe5c\", \"08c1ea66-3a7a-4178-b72c-0b4971b485ad\", \"2187c1ce-92b4-41ea-adec-c1a5a5a7029e\", \"89f88836-f340-4236-92a0-2a6d207cd4dc\"], \"total_duration\": 836.0, \"total_sessions\": 11, \"mean_week_duration\": 5.258}, \"10138\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-10-05 06:12:15.000000+00:00\", \"2021-09-19 10:18:03.000000+00:00\", \"2019-12-05 15:49:10.000000+00:00\", \"2021-10-31 20:49:32.000000+00:00\"], \"session_ids\": [\"0ef3768b-a735-4410-8d1c-26af70c62c11\", \"083bc483-9c7b-43b8-aa6a-c53cd0f35446\", \"ecfd4bcb-03bc-4435-a5c1-4e4d7a4456f9\", \"f7703c9b-a4d5-49a3-b807-ff593a1a6c8c\"], \"total_duration\": 60.0, \"total_sessions\": 4, \"mean_week_duration\": 0.6}, \"51165\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-10-02 02:51:09.000000+00:00\", \"2022-06-30 13:15:37.000000+00:00\", \"2019-01-19 01:17:47.000000+00:00\", \"2020-04-19 18:42:10.000000+00:00\", \"2020-03-26 16:42:07.000000+00:00\", \"2021-07-26 16:26:50.000000+00:00\", \"2023-01-24 05:27:34.000000+00:00\", \"2020-09-25 14:42:31.000000+00:00\", \"2019-06-14 14:59:44.000000+00:00\"], \"session_ids\": [\"2843b7c5-309c-45f7-ab21-aa497e3cc11b\", \"ae763212-16fe-4939-ba52-ee43e7351d4d\", \"9046164e-a240-4511-85d8-d0317b55d180\", \"104856d6-8d36-4296-8381-5caff8257f84\", \"a1f80f74-2828-4fea-b3f6-0fbb89722b35\", \"f95a62d5-750a-4991-932b-21ff81084b61\", \"d40df17d-2e66-4ca8-bd86-5523ce4a815c\", \"9be1a989-d916-4928-82c5-969af219c472\", \"73f04dc7-06b9-412a-ac6c-6d10874f9033\"], \"total_duration\": 11451.0, \"total_sessions\": 9, \"mean_week_duration\": 54.529}, \"65588\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-03-01 23:50:35.000000+00:00\", \"2019-07-25 20:47:44.000000+00:00\"], \"session_ids\": [\"dd59a535-be76-4091-9b09-b63847c9652b\", \"f578a384-00c3-4df5-a61f-1671d14021f5\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 0.821}, \"70479\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-11-18 12:47:23.000000+00:00\", \"2021-02-20 19:13:39.000000+00:00\"], \"session_ids\": [\"61ee131e-3e9a-43a5-9148-dea5e65d9ede\", \"735e3dee-c427-4795-a46e-186cd480f71f\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 2.788}, \"2714\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-01-31 02:05:57.000000+00:00\", \"2022-01-18 02:36:26.000000+00:00\"], \"session_ids\": [\"637c9a37-19db-459e-94ea-0ec56873a8dd\", \"90b0d07c-bb0f-41c4-a5b6-45d5b9a437ff\"], \"total_duration\": 190.0, \"total_sessions\": 2, \"mean_week_duration\": 3.519}}\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[{\"51165\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-10-02 02:51:09.000000+00:00\", \"2022-06-30 13:15:37.000000+00:00\", \"2019-01-19 01:17:47.000000+00:00\", \"2020-04-19 18:42:10.000000+00:00\", \"2020-03-26 16:42:07.000000+00:00\", \"2021-07-26 16:26:50.000000+00:00\", \"2023-01-24 05:27:34.000000+00:00\", \"2020-09-25 14:42:31.000000+00:00\", \"2019-06-14 14:59:44.000000+00:00\"], \"session_ids\": [\"2843b7c5-309c-45f7-ab21-aa497e3cc11b\", \"ae763212-16fe-4939-ba52-ee43e7351d4d\", \"9046164e-a240-4511-85d8-d0317b55d180\", \"104856d6-8d36-4296-8381-5caff8257f84\", \"a1f80f74-2828-4fea-b3f6-0fbb89722b35\", \"f95a62d5-750a-4991-932b-21ff81084b61\", \"d40df17d-2e66-4ca8-bd86-5523ce4a815c\", \"9be1a989-d916-4928-82c5-969af219c472\", \"73f04dc7-06b9-412a-ac6c-6d10874f9033\"], \"total_duration\": 11451.0, \"total_sessions\": 9, \"mean_week_duration\": 54.529}}, {\"98575\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-10-23 01:49:59.000000+00:00\", \"2021-12-09 22:25:35.000000+00:00\"], \"session_ids\": [\"0da7e98c-1258-4ee2-87ee-4a083b9dd451\", \"fa64d4a2-b55b-41e9-bd0e-98dedff7f2e3\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 1.261}}, {\"65588\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-03-01 23:50:35.000000+00:00\", \"2019-07-25 20:47:44.000000+00:00\"], \"session_ids\": [\"dd59a535-be76-4091-9b09-b63847c9652b\", \"f578a384-00c3-4df5-a61f-1671d14021f5\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 0.821}}, {\"73946\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-03-24 18:32:38.000000+00:00\", \"2022-08-09 06:01:12.000000+00:00\"], \"session_ids\": [\"edc114b2-5527-4eef-92bb-5917097167dd\", \"62409bb7-cff7-409c-9b17-1676747a6983\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 4.5}}, {\"70479\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-11-18 12:47:23.000000+00:00\", \"2021-02-20 19:13:39.000000+00:00\"], \"session_ids\": [\"61ee131e-3e9a-43a5-9148-dea5e65d9ede\", \"735e3dee-c427-4795-a46e-186cd480f71f\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 2.788}}, {\"2714\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-01-31 02:05:57.000000+00:00\", \"2022-01-18 02:36:26.000000+00:00\"], \"session_ids\": [\"637c9a37-19db-459e-94ea-0ec56873a8dd\", \"90b0d07c-bb0f-41c4-a5b6-45d5b9a437ff\"], \"total_duration\": 190.0, \"total_sessions\": 2, \"mean_week_duration\": 3.519}}, {\"10138\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-10-05 06:12:15.000000+00:00\", \"2021-09-19 10:18:03.000000+00:00\", \"2019-12-05 15:49:10.000000+00:00\", \"2021-10-31 20:49:32.000000+00:00\"], \"session_ids\": [\"0ef3768b-a735-4410-8d1c-26af70c62c11\", \"083bc483-9c7b-43b8-aa6a-c53cd0f35446\", \"ecfd4bcb-03bc-4435-a5c1-4e4d7a4456f9\", \"f7703c9b-a4d5-49a3-b807-ff593a1a6c8c\"], \"total_duration\": 60.0, \"total_sessions\": 4, \"mean_week_duration\": 0.6}}, {\"86207\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-08-24 20:19:33.000000+00:00\", \"2022-03-23 05:27:32.000000+00:00\"], \"session_ids\": [\"55a1454e-98d6-4a9c-a16d-8b21becd3b8e\", \"8031b31c-e48a-40b5-9609-c547567fe91e\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.41}}, {\"61142\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-03-07 00:37:32.000000+00:00\", \"2021-10-24 05:07:40.000000+00:00\", \"2021-10-24 20:06:48.000000+00:00\", \"2020-09-11 12:47:16.000000+00:00\", \"2022-05-28 05:09:05.000000+00:00\", \"2022-01-04 22:46:03.000000+00:00\", \"2023-01-03 13:00:42.000000+00:00\", \"2022-12-19 17:13:20.000000+00:00\", \"2023-05-25 04:12:13.000000+00:00\", \"2020-09-22 03:22:01.000000+00:00\", \"2020-05-10 22:02:40.000000+00:00\"], \"session_ids\": [\"2db97754-e10e-4b27-ad14-e82f34c4bf0e\", \"bec58093-c2c9-4aa0-bf44-25a0197db172\", \"854e38c6-6412-43c4-9035-3c1f6568573d\", \"0ed8f2fe-eb5b-43b9-b887-fa9a88756d95\", \"d6d8f8ad-c750-44ac-9255-a9b2a01e6346\", \"d9ae5f26-923a-4d10-9df8-37d5320f7d9c\", \"ab2434ab-f1de-4aee-b175-d215e6291b33\", \"710e68a3-d4d0-42b2-8e7e-7a8280cfbe5c\", \"08c1ea66-3a7a-4178-b72c-0b4971b485ad\", \"2187c1ce-92b4-41ea-adec-c1a5a5a7029e\", \"89f88836-f340-4236-92a0-2a6d207cd4dc\"], \"total_duration\": 836.0, \"total_sessions\": 11, \"mean_week_duration\": 5.258}}, {\"23644\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-11-09 15:31:57.000000+00:00\", \"2019-12-27 18:23:06.000000+00:00\", \"2022-06-01 00:31:33.000000+00:00\"], \"session_ids\": [\"ac4c69b7-3624-41ff-999d-650c44fcbda5\", \"de6c095b-b422-438f-8a22-757817aa01ce\", \"253479d8-0273-4332-bc08-bdfb983546b0\"], \"total_duration\": 192.0, \"total_sessions\": 3, \"mean_week_duration\": 1.28}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"51165\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-10-02 02:51:09.000000+00:00\", \"2022-06-30 13:15:37.000000+00:00\", \"2019-01-19 01:17:47.000000+00:00\", \"2020-04-19 18:42:10.000000+00:00\", \"2020-03-26 16:42:07.000000+00:00\", \"2021-07-26 16:26:50.000000+00:00\", \"2023-01-24 05:27:34.000000+00:00\", \"2020-09-25 14:42:31.000000+00:00\", \"2019-06-14 14:59:44.000000+00:00\"], \"session_ids\": [\"2843b7c5-309c-45f7-ab21-aa497e3cc11b\", \"ae763212-16fe-4939-ba52-ee43e7351d4d\", \"9046164e-a240-4511-85d8-d0317b55d180\", \"104856d6-8d36-4296-8381-5caff8257f84\", \"a1f80f74-2828-4fea-b3f6-0fbb89722b35\", \"f95a62d5-750a-4991-932b-21ff81084b61\", \"d40df17d-2e66-4ca8-bd86-5523ce4a815c\", \"9be1a989-d916-4928-82c5-969af219c472\", \"73f04dc7-06b9-412a-ac6c-6d10874f9033\"], \"total_duration\": 11451.0, \"total_sessions\": 9, \"mean_week_duration\": 54.529}}, {\"98575\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-10-23 01:49:59.000000+00:00\", \"2021-12-09 22:25:35.000000+00:00\"], \"session_ids\": [\"0da7e98c-1258-4ee2-87ee-4a083b9dd451\", \"fa64d4a2-b55b-41e9-bd0e-98dedff7f2e3\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 1.261}}, {\"65588\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-03-01 23:50:35.000000+00:00\", \"2019-07-25 20:47:44.000000+00:00\"], \"session_ids\": [\"dd59a535-be76-4091-9b09-b63847c9652b\", \"f578a384-00c3-4df5-a61f-1671d14021f5\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 0.821}}]\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[{\"51165\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-10-02 02:51:09.000000+00:00\", \"2022-06-30 13:15:37.000000+00:00\", \"2019-01-19 01:17:47.000000+00:00\", \"2020-04-19 18:42:10.000000+00:00\", \"2020-03-26 16:42:07.000000+00:00\", \"2021-07-26 16:26:50.000000+00:00\", \"2023-01-24 05:27:34.000000+00:00\", \"2020-09-25 14:42:31.000000+00:00\", \"2019-06-14 14:59:44.000000+00:00\"], \"session_ids\": [\"2843b7c5-309c-45f7-ab21-aa497e3cc11b\", \"ae763212-16fe-4939-ba52-ee43e7351d4d\", \"9046164e-a240-4511-85d8-d0317b55d180\", \"104856d6-8d36-4296-8381-5caff8257f84\", \"a1f80f74-2828-4fea-b3f6-0fbb89722b35\", \"f95a62d5-750a-4991-932b-21ff81084b61\", \"d40df17d-2e66-4ca8-bd86-5523ce4a815c\", \"9be1a989-d916-4928-82c5-969af219c472\", \"73f04dc7-06b9-412a-ac6c-6d10874f9033\"], \"total_duration\": 11451.0, \"total_sessions\": 9, \"mean_week_duration\": 54.529}}, {\"98575\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-10-23 01:49:59.000000+00:00\", \"2021-12-09 22:25:35.000000+00:00\"], \"session_ids\": [\"0da7e98c-1258-4ee2-87ee-4a083b9dd451\", \"fa64d4a2-b55b-41e9-bd0e-98dedff7f2e3\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 1.261}}, {\"65588\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-03-01 23:50:35.000000+00:00\", \"2019-07-25 20:47:44.000000+00:00\"], \"session_ids\": [\"dd59a535-be76-4091-9b09-b63847c9652b\", \"f578a384-00c3-4df5-a61f-1671d14021f5\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 0.821}}]\n```\n\n```\n"
}
] |
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