conversations
list |
|---|
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"92038\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-06-13 23:48:16.000000+00:00\", \"2022-09-23 16:53:28.000000+00:00\", \"2019-01-14 18:31:03.000000+00:00\", \"2021-11-18 12:32:18.000000+00:00\", \"2022-04-29 17:46:57.000000+00:00\", \"2023-05-24 07:17:51.000000+00:00\", \"2019-06-20 10:58:30.000000+00:00\", \"2021-12-13 17:03:48.000000+00:00\", \"2020-12-23 11:02:59.000000+00:00\"], \"session_ids\": [\"2409ff7e-eef9-4b38-b98a-8f2097f1886e\", \"ce13f9ea-2915-4f0d-a3a7-0cd48453f2ae\", \"32e60560-111e-4aab-ae0e-b7bc073698d5\", \"b3eab6e8-902c-4b7b-9113-cf95b0ac5360\", \"e08e7d11-d51f-47f1-aa27-ac2585c40acb\", \"54e6bd76-c7a1-4b55-815a-baf1d5074b7d\", \"9ad718c2-b645-4c8b-8a8d-e7a6d3c18c36\", \"65c78fc8-7671-4c43-8b25-20040e57d951\", \"d027da26-b37e-489a-9ab4-67d5a55a7661\"], \"total_duration\": 23157.0, \"total_sessions\": 9, \"mean_week_duration\": 101.566}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"92038\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-06-13 23:48:16.000000+00:00\", \"2022-09-23 16:53:28.000000+00:00\", \"2019-01-14 18:31:03.000000+00:00\", \"2021-11-18 12:32:18.000000+00:00\", \"2022-04-29 17:46:57.000000+00:00\", \"2023-05-24 07:17:51.000000+00:00\", \"2019-06-20 10:58:30.000000+00:00\", \"2021-12-13 17:03:48.000000+00:00\", \"2020-12-23 11:02:59.000000+00:00\"], \"session_ids\": [\"2409ff7e-eef9-4b38-b98a-8f2097f1886e\", \"ce13f9ea-2915-4f0d-a3a7-0cd48453f2ae\", \"32e60560-111e-4aab-ae0e-b7bc073698d5\", \"b3eab6e8-902c-4b7b-9113-cf95b0ac5360\", \"e08e7d11-d51f-47f1-aa27-ac2585c40acb\", \"54e6bd76-c7a1-4b55-815a-baf1d5074b7d\", \"9ad718c2-b645-4c8b-8a8d-e7a6d3c18c36\", \"65c78fc8-7671-4c43-8b25-20040e57d951\", \"d027da26-b37e-489a-9ab4-67d5a55a7661\"], \"total_duration\": 23157.0, \"total_sessions\": 9, \"mean_week_duration\": 101.566}}]\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[{\"92038\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-06-13 23:48:16.000000+00:00\", \"2022-09-23 16:53:28.000000+00:00\", \"2019-01-14 18:31:03.000000+00:00\", \"2021-11-18 12:32:18.000000+00:00\", \"2022-04-29 17:46:57.000000+00:00\", \"2023-05-24 07:17:51.000000+00:00\", \"2019-06-20 10:58:30.000000+00:00\", \"2021-12-13 17:03:48.000000+00:00\", \"2020-12-23 11:02:59.000000+00:00\"], \"session_ids\": [\"2409ff7e-eef9-4b38-b98a-8f2097f1886e\", \"ce13f9ea-2915-4f0d-a3a7-0cd48453f2ae\", \"32e60560-111e-4aab-ae0e-b7bc073698d5\", \"b3eab6e8-902c-4b7b-9113-cf95b0ac5360\", \"e08e7d11-d51f-47f1-aa27-ac2585c40acb\", \"54e6bd76-c7a1-4b55-815a-baf1d5074b7d\", \"9ad718c2-b645-4c8b-8a8d-e7a6d3c18c36\", \"65c78fc8-7671-4c43-8b25-20040e57d951\", \"d027da26-b37e-489a-9ab4-67d5a55a7661\"], \"total_duration\": 23157.0, \"total_sessions\": 9, \"mean_week_duration\": 101.566}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about 7 users who have total_sessions smaller than 4 and bigger than 8 (not including) , moreover carry out sorting by town center name asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"98660\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-03-24 23:44:21.000000+00:00\", \"2021-01-26 15:38:56.000000+00:00\"], \"session_ids\": [\"7983486f-bd24-490f-abb5-74ee78970161\", \"b9877cf8-5846-40de-aae8-d5292c70073a\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 3.25}, \"16984\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-02-10 05:38:18.000000+00:00\", \"2023-05-01 06:02:39.000000+00:00\", \"2021-08-25 02:42:11.000000+00:00\", \"2019-05-13 22:59:12.000000+00:00\", \"2023-05-22 18:04:10.000000+00:00\", \"2020-04-26 13:20:25.000000+00:00\"], \"session_ids\": [\"da4c35b1-59b7-46aa-b2c8-b4c2b0bcb647\", \"0b8bc397-65ac-4543-a21c-4f2e5b8f50d5\", \"39cafd85-6aab-49b8-ba95-4f4d0336eb09\", \"884ebf9e-f9fb-4c22-b146-c282e99c6786\", \"4aa8da8d-eabf-4b4e-ad2b-f0138787310f\", \"5182bd6d-2d22-4206-87e0-43d41614c1c0\"], \"total_duration\": 1012.0, \"total_sessions\": 6, \"mean_week_duration\": 4.819}, \"58359\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-05 04:38:49.000000+00:00\", \"2022-12-08 08:19:05.000000+00:00\"], \"session_ids\": [\"62c5d6dd-6e7b-481a-834d-19ecee07d681\", \"a064b808-e6b4-450a-a67b-20f8ab297eee\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 1.505}, \"49610\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-08 21:09:47.000000+00:00\", \"2020-01-09 11:22:58.000000+00:00\", \"2021-09-20 12:17:19.000000+00:00\"], \"session_ids\": [\"1c131560-eaa4-4899-b330-72e56680b129\", \"60d04348-67b2-4f43-9c11-dea274e3509c\", \"995d153b-648b-4885-9bf4-965828ff60d8\"], \"total_duration\": 170.0, \"total_sessions\": 3, \"mean_week_duration\": 1.298}, \"52490\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-07-10 22:23:26.000000+00:00\", \"2019-02-09 07:17:29.000000+00:00\", \"2019-04-26 09:08:50.000000+00:00\", \"2021-04-01 20:07:45.000000+00:00\", \"2020-03-29 18:26:40.000000+00:00\", \"2020-04-25 23:15:06.000000+00:00\"], \"session_ids\": [\"f3ecf09c-c7cb-481f-b62f-ba1fb932171b\", \"11c16938-9c39-4cef-9bfa-e3ab85fd34d4\", \"86145c9a-58ea-4eff-975c-f46afadfea94\", \"10025b6f-7903-48ab-bac8-8810492bf857\", \"25140954-6ee0-45c6-b318-91acef5ed407\", \"f6624ee6-9357-4d52-b372-b0aac85f9f8e\"], \"total_duration\": 5195.0, \"total_sessions\": 6, \"mean_week_duration\": 41.23}, \"26492\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-07-20 17:31:42.000000+00:00\", \"2019-09-27 05:15:30.000000+00:00\"], \"session_ids\": [\"2a067a76-258c-4363-ba3a-8565a0100986\", \"cc328594-d988-4600-9d81-1e1bf4d573d1\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.581}, \"68715\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-05-04 08:40:49.000000+00:00\", \"2022-04-09 07:26:19.000000+00:00\", \"2020-07-26 02:59:49.000000+00:00\", \"2022-07-14 19:55:56.000000+00:00\", \"2023-06-16 17:07:04.000000+00:00\", \"2019-06-24 00:26:00.000000+00:00\", \"2019-10-24 07:30:25.000000+00:00\", \"2021-04-01 19:19:45.000000+00:00\"], \"session_ids\": [\"9fb91a9c-e3a2-41e5-95d4-82afaae62f86\", \"87e99535-f528-4985-b819-f04e8c512ae3\", \"e7c0b553-54f7-413b-9fea-f1aea0450003\", \"1ffb349b-6a43-4312-910c-8e7f79686eb0\", \"81429ae1-8068-49d7-8aae-3a33d58440c2\", \"a4c6b6a1-ad92-4662-8f71-ab19a0f01921\", \"eb229278-c6cf-4171-a0f2-bf43161190f1\", \"1ea12312-ac28-4eec-b6c6-00e6f3ea3e78\"], \"total_duration\": 14816.0, \"total_sessions\": 8, \"mean_week_duration\": 71.231}, \"5983\": {\"keyflows\": {\"Sign In Flow\": 3, \"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\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-07-01 12:48:50.000000+00:00\", \"2020-11-11 05:53:26.000000+00:00\", \"2021-08-01 13:53:08.000000+00:00\", \"2022-06-19 06:07:40.000000+00:00\", \"2019-04-20 14:40:26.000000+00:00\", \"2021-11-30 13:09:03.000000+00:00\", \"2020-01-30 16:26:00.000000+00:00\", \"2022-05-04 01:47:46.000000+00:00\"], \"session_ids\": [\"fec68960-768c-4722-9f65-c3fce89f8dc5\", \"81f7638a-5630-4476-aebd-3e86df2112bf\", \"8b3a3784-e912-4280-86e9-71ba9ae380b8\", \"242e2925-4389-490c-be65-6a8d62c218ea\", \"592102ee-f484-4c7a-88a4-88a194f2d494\", \"b4ba724f-ce4f-4f96-bd59-ebb0e6c6b1b3\", \"924d6a21-5875-4deb-a8b2-519a23941355\", \"66406012-2752-4d45-b8e6-6374169f9bc9\"], \"total_duration\": 1213.0, \"total_sessions\": 8, \"mean_week_duration\": 7.352}, \"64043\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-14 09:55:21.000000+00:00\", \"2021-03-31 02:21:50.000000+00:00\"], \"session_ids\": [\"a0ceba6c-3d60-46d4-acc9-5470b818b296\", \"2947b984-07ad-41b5-8efb-c1f05ac6a9dd\"], \"total_duration\": 469.0, \"total_sessions\": 2, \"mean_week_duration\": 8.527}, \"4297\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-06-21 14:36:15.000000+00:00\", \"2022-07-07 19:43:44.000000+00:00\", \"2019-09-25 11:42:03.000000+00:00\"], \"session_ids\": [\"8abfe9bf-cc40-406f-a197-c44cdf0a3759\", \"df433175-4fc8-463e-9f43-0f8d200bdfa0\", \"8e7af769-3cb6-4740-9130-555f0a6140a1\"], \"total_duration\": 89.0, \"total_sessions\": 3, \"mean_week_duration\": 0.61}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or less than 4 and are greater than 8"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_sessions\": [[4, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"98660\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-03-24 23:44:21.000000+00:00\", \"2021-01-26 15:38:56.000000+00:00\"], \"session_ids\": [\"7983486f-bd24-490f-abb5-74ee78970161\", \"b9877cf8-5846-40de-aae8-d5292c70073a\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 3.25}, \"58359\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-05 04:38:49.000000+00:00\", \"2022-12-08 08:19:05.000000+00:00\"], \"session_ids\": [\"62c5d6dd-6e7b-481a-834d-19ecee07d681\", \"a064b808-e6b4-450a-a67b-20f8ab297eee\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 1.505}, \"49610\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-08 21:09:47.000000+00:00\", \"2020-01-09 11:22:58.000000+00:00\", \"2021-09-20 12:17:19.000000+00:00\"], \"session_ids\": [\"1c131560-eaa4-4899-b330-72e56680b129\", \"60d04348-67b2-4f43-9c11-dea274e3509c\", \"995d153b-648b-4885-9bf4-965828ff60d8\"], \"total_duration\": 170.0, \"total_sessions\": 3, \"mean_week_duration\": 1.298}, \"26492\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-07-20 17:31:42.000000+00:00\", \"2019-09-27 05:15:30.000000+00:00\"], \"session_ids\": [\"2a067a76-258c-4363-ba3a-8565a0100986\", \"cc328594-d988-4600-9d81-1e1bf4d573d1\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.581}, \"64043\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-14 09:55:21.000000+00:00\", \"2021-03-31 02:21:50.000000+00:00\"], \"session_ids\": [\"a0ceba6c-3d60-46d4-acc9-5470b818b296\", \"2947b984-07ad-41b5-8efb-c1f05ac6a9dd\"], \"total_duration\": 469.0, \"total_sessions\": 2, \"mean_week_duration\": 8.527}, \"4297\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-06-21 14:36:15.000000+00:00\", \"2022-07-07 19:43:44.000000+00:00\", \"2019-09-25 11:42:03.000000+00:00\"], \"session_ids\": [\"8abfe9bf-cc40-406f-a197-c44cdf0a3759\", \"df433175-4fc8-463e-9f43-0f8d200bdfa0\", \"8e7af769-3cb6-4740-9130-555f0a6140a1\"], \"total_duration\": 89.0, \"total_sessions\": 3, \"mean_week_duration\": 0.61}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"58359\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-05 04:38:49.000000+00:00\", \"2022-12-08 08:19:05.000000+00:00\"], \"session_ids\": [\"62c5d6dd-6e7b-481a-834d-19ecee07d681\", \"a064b808-e6b4-450a-a67b-20f8ab297eee\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 1.505}}, {\"4297\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-06-21 14:36:15.000000+00:00\", \"2022-07-07 19:43:44.000000+00:00\", \"2019-09-25 11:42:03.000000+00:00\"], \"session_ids\": [\"8abfe9bf-cc40-406f-a197-c44cdf0a3759\", \"df433175-4fc8-463e-9f43-0f8d200bdfa0\", \"8e7af769-3cb6-4740-9130-555f0a6140a1\"], \"total_duration\": 89.0, \"total_sessions\": 3, \"mean_week_duration\": 0.61}}, {\"26492\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-07-20 17:31:42.000000+00:00\", \"2019-09-27 05:15:30.000000+00:00\"], \"session_ids\": [\"2a067a76-258c-4363-ba3a-8565a0100986\", \"cc328594-d988-4600-9d81-1e1bf4d573d1\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.581}}, {\"64043\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-14 09:55:21.000000+00:00\", \"2021-03-31 02:21:50.000000+00:00\"], \"session_ids\": [\"a0ceba6c-3d60-46d4-acc9-5470b818b296\", \"2947b984-07ad-41b5-8efb-c1f05ac6a9dd\"], \"total_duration\": 469.0, \"total_sessions\": 2, \"mean_week_duration\": 8.527}}, {\"98660\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-03-24 23:44:21.000000+00:00\", \"2021-01-26 15:38:56.000000+00:00\"], \"session_ids\": [\"7983486f-bd24-490f-abb5-74ee78970161\", \"b9877cf8-5846-40de-aae8-d5292c70073a\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 3.25}}, {\"49610\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-08 21:09:47.000000+00:00\", \"2020-01-09 11:22:58.000000+00:00\", \"2021-09-20 12:17:19.000000+00:00\"], \"session_ids\": [\"1c131560-eaa4-4899-b330-72e56680b129\", \"60d04348-67b2-4f43-9c11-dea274e3509c\", \"995d153b-648b-4885-9bf4-965828ff60d8\"], \"total_duration\": 170.0, \"total_sessions\": 3, \"mean_week_duration\": 1.298}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 7 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"58359\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-05 04:38:49.000000+00:00\", \"2022-12-08 08:19:05.000000+00:00\"], \"session_ids\": [\"62c5d6dd-6e7b-481a-834d-19ecee07d681\", \"a064b808-e6b4-450a-a67b-20f8ab297eee\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 1.505}}, {\"4297\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-06-21 14:36:15.000000+00:00\", \"2022-07-07 19:43:44.000000+00:00\", \"2019-09-25 11:42:03.000000+00:00\"], \"session_ids\": [\"8abfe9bf-cc40-406f-a197-c44cdf0a3759\", \"df433175-4fc8-463e-9f43-0f8d200bdfa0\", \"8e7af769-3cb6-4740-9130-555f0a6140a1\"], \"total_duration\": 89.0, \"total_sessions\": 3, \"mean_week_duration\": 0.61}}, {\"26492\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-07-20 17:31:42.000000+00:00\", \"2019-09-27 05:15:30.000000+00:00\"], \"session_ids\": [\"2a067a76-258c-4363-ba3a-8565a0100986\", \"cc328594-d988-4600-9d81-1e1bf4d573d1\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.581}}, {\"64043\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-14 09:55:21.000000+00:00\", \"2021-03-31 02:21:50.000000+00:00\"], \"session_ids\": [\"a0ceba6c-3d60-46d4-acc9-5470b818b296\", \"2947b984-07ad-41b5-8efb-c1f05ac6a9dd\"], \"total_duration\": 469.0, \"total_sessions\": 2, \"mean_week_duration\": 8.527}}, {\"98660\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-03-24 23:44:21.000000+00:00\", \"2021-01-26 15:38:56.000000+00:00\"], \"session_ids\": [\"7983486f-bd24-490f-abb5-74ee78970161\", \"b9877cf8-5846-40de-aae8-d5292c70073a\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 3.25}}, {\"49610\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-08 21:09:47.000000+00:00\", \"2020-01-09 11:22:58.000000+00:00\", \"2021-09-20 12:17:19.000000+00:00\"], \"session_ids\": [\"1c131560-eaa4-4899-b330-72e56680b129\", \"60d04348-67b2-4f43-9c11-dea274e3509c\", \"995d153b-648b-4885-9bf4-965828ff60d8\"], \"total_duration\": 170.0, \"total_sessions\": 3, \"mean_week_duration\": 1.298}}]\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[{\"58359\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-05 04:38:49.000000+00:00\", \"2022-12-08 08:19:05.000000+00:00\"], \"session_ids\": [\"62c5d6dd-6e7b-481a-834d-19ecee07d681\", \"a064b808-e6b4-450a-a67b-20f8ab297eee\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 1.505}}, {\"4297\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-06-21 14:36:15.000000+00:00\", \"2022-07-07 19:43:44.000000+00:00\", \"2019-09-25 11:42:03.000000+00:00\"], \"session_ids\": [\"8abfe9bf-cc40-406f-a197-c44cdf0a3759\", \"df433175-4fc8-463e-9f43-0f8d200bdfa0\", \"8e7af769-3cb6-4740-9130-555f0a6140a1\"], \"total_duration\": 89.0, \"total_sessions\": 3, \"mean_week_duration\": 0.61}}, {\"26492\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-07-20 17:31:42.000000+00:00\", \"2019-09-27 05:15:30.000000+00:00\"], \"session_ids\": [\"2a067a76-258c-4363-ba3a-8565a0100986\", \"cc328594-d988-4600-9d81-1e1bf4d573d1\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.581}}, {\"64043\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-14 09:55:21.000000+00:00\", \"2021-03-31 02:21:50.000000+00:00\"], \"session_ids\": [\"a0ceba6c-3d60-46d4-acc9-5470b818b296\", \"2947b984-07ad-41b5-8efb-c1f05ac6a9dd\"], \"total_duration\": 469.0, \"total_sessions\": 2, \"mean_week_duration\": 8.527}}, {\"98660\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-03-24 23:44:21.000000+00:00\", \"2021-01-26 15:38:56.000000+00:00\"], \"session_ids\": [\"7983486f-bd24-490f-abb5-74ee78970161\", \"b9877cf8-5846-40de-aae8-d5292c70073a\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 3.25}}, {\"49610\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-08 21:09:47.000000+00:00\", \"2020-01-09 11:22:58.000000+00:00\", \"2021-09-20 12:17:19.000000+00:00\"], \"session_ids\": [\"1c131560-eaa4-4899-b330-72e56680b129\", \"60d04348-67b2-4f43-9c11-dea274e3509c\", \"995d153b-648b-4885-9bf4-965828ff60d8\"], \"total_duration\": 170.0, \"total_sessions\": 3, \"mean_week_duration\": 1.298}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display 6 users pieces of information who are bottom users based on overall count of sessions , moreover perform sorting by all sessions quantity decliningly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"81437\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 6, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-10-01 13:10:10.000000+00:00\", \"2022-04-12 00:12:17.000000+00:00\"], \"session_ids\": [\"94e251b8-a1cd-45eb-886b-afaa48e29b85\", \"c8c98470-372c-4d06-aa56-c7793da7e45d\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 9.286}, \"86549\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-09-12 09:10:06.000000+00:00\", \"2019-05-12 16:39:13.000000+00:00\"], \"session_ids\": [\"65e1687a-f13a-4cbc-8951-7c10e345e1cd\", \"d3dfbfad-93de-431d-b8b8-7e2582cff772\"], \"total_duration\": 237.0, \"total_sessions\": 2, \"mean_week_duration\": 1.943}, \"54186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-11-09 22:20:01.000000+00:00\", \"2021-05-18 15:11:41.000000+00:00\"], \"session_ids\": [\"c3909bd3-7d84-4ac0-a57e-54350a30b88a\", \"91dbd867-3fac-4095-9d87-e86b018f85de\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.551}, \"10436\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-03-24 12:39:33.000000+00:00\", \"2022-09-09 13:05:43.000000+00:00\", \"2022-06-09 14:08:34.000000+00:00\"], \"session_ids\": [\"4ea6a699-b4ce-4e92-a4ba-70cc4117c0e8\", \"b57f7709-24aa-4e54-894b-651075b97441\", \"e685a706-09c5-4629-b58d-24e6f00cce39\"], \"total_duration\": 735.0, \"total_sessions\": 3, \"mean_week_duration\": 29.4}, \"41714\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-05-09 11:27:27.000000+00:00\", \"2019-09-16 16:23:55.000000+00:00\"], \"session_ids\": [\"f13233a3-41a7-48a0-a4e0-f885d812cfbf\", \"4c4e71a7-94f1-428b-83c1-87d468efb124\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 16.842}, \"76416\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-05-07 18:09:14.000000+00:00\", \"2020-07-10 23:18:03.000000+00:00\"], \"session_ids\": [\"d9bf8e77-1ed2-4be0-a329-4107d9e93a53\", \"20ed3e32-b44f-4bf1-9895-aa93c06e54ef\"], \"total_duration\": 322.0, \"total_sessions\": 2, \"mean_week_duration\": 2.176}, \"22173\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-02-01 14:16:25.000000+00:00\", \"2023-05-09 02:16:55.000000+00:00\", \"2021-10-19 10:21:45.000000+00:00\", \"2019-04-04 10:11:00.000000+00:00\", \"2019-06-18 23:51:21.000000+00:00\", \"2023-04-09 02:33:49.000000+00:00\", \"2023-01-09 21:31:59.000000+00:00\", \"2020-10-30 21:43:38.000000+00:00\", \"2020-05-17 22:02:52.000000+00:00\", \"2019-09-04 14:50:35.000000+00:00\", \"2021-08-10 09:04:09.000000+00:00\"], \"session_ids\": [\"429d0666-7d34-4aa6-be6d-c52dcbab4c27\", \"2a98cdbc-2657-41b9-a7f8-0627354c976a\", \"3aa4c75e-6831-40e5-b30d-b9b519cf7197\", \"0c4d63a8-2c26-43d9-9621-7d33ca14a043\", \"2bb4d2d8-898d-4f84-b0e9-dff46ef6e810\", \"29f93d7e-0caf-4e79-89b6-3a12e7923530\", \"ec4975f8-1dd2-4480-a9a0-bbb361efa339\", \"730de35b-1740-435f-b28f-a8469dd617fd\", \"22591ad3-17e6-4db7-a8eb-dc8fde602fcf\", \"4096ec46-ceab-4a12-8f16-259adc30e041\", \"4969179c-4203-4f4b-a72d-f2d1b3291ac9\"], \"total_duration\": 7462.0, \"total_sessions\": 11, \"mean_week_duration\": 34.869}, \"6730\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2023-02-16 09:28:08.000000+00:00\", \"2019-02-18 18:45:39.000000+00:00\"], \"session_ids\": [\"4bccb3eb-b298-43d3-8744-18e3bc06f2bc\", \"12bbe220-b60a-4b66-8fbf-802aa1c946f0\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.359}, \"64803\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-07-12 09:32:24.000000+00:00\", \"2021-11-24 10:13:43.000000+00:00\"], \"session_ids\": [\"c0acae9b-2440-48f9-8235-96c5da1c7652\", \"ec26da05-7557-47f9-bacd-193088a81a5a\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 1.621}, \"99480\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-03-24 01:05:39.000000+00:00\", \"2019-01-31 01:31:05.000000+00:00\", \"2021-02-16 03:09:01.000000+00:00\", \"2021-08-19 16:28:07.000000+00:00\"], \"session_ids\": [\"302cfe8a-d789-4587-83e9-8190094963f2\", \"c56804c2-e3ca-45c7-82de-78b6de164c45\", \"cde6993d-ca9f-403a-add2-ccfb0517f2ec\", \"58966ad5-cffa-47ee-9628-08f576a4c4ec\"], \"total_duration\": 848.0, \"total_sessions\": 4, \"mean_week_duration\": 5.171}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the lowest 6 total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": false, \"quant_to_remain\": 6}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"81437\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 6, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-10-01 13:10:10.000000+00:00\", \"2022-04-12 00:12:17.000000+00:00\"], \"session_ids\": [\"94e251b8-a1cd-45eb-886b-afaa48e29b85\", \"c8c98470-372c-4d06-aa56-c7793da7e45d\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 9.286}}, {\"86549\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-09-12 09:10:06.000000+00:00\", \"2019-05-12 16:39:13.000000+00:00\"], \"session_ids\": [\"65e1687a-f13a-4cbc-8951-7c10e345e1cd\", \"d3dfbfad-93de-431d-b8b8-7e2582cff772\"], \"total_duration\": 237.0, \"total_sessions\": 2, \"mean_week_duration\": 1.943}}, {\"54186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-11-09 22:20:01.000000+00:00\", \"2021-05-18 15:11:41.000000+00:00\"], \"session_ids\": [\"c3909bd3-7d84-4ac0-a57e-54350a30b88a\", \"91dbd867-3fac-4095-9d87-e86b018f85de\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.551}}, {\"41714\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-05-09 11:27:27.000000+00:00\", \"2019-09-16 16:23:55.000000+00:00\"], \"session_ids\": [\"f13233a3-41a7-48a0-a4e0-f885d812cfbf\", \"4c4e71a7-94f1-428b-83c1-87d468efb124\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 16.842}}, {\"76416\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-05-07 18:09:14.000000+00:00\", \"2020-07-10 23:18:03.000000+00:00\"], \"session_ids\": [\"d9bf8e77-1ed2-4be0-a329-4107d9e93a53\", \"20ed3e32-b44f-4bf1-9895-aa93c06e54ef\"], \"total_duration\": 322.0, \"total_sessions\": 2, \"mean_week_duration\": 2.176}}, {\"6730\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2023-02-16 09:28:08.000000+00:00\", \"2019-02-18 18:45:39.000000+00:00\"], \"session_ids\": [\"4bccb3eb-b298-43d3-8744-18e3bc06f2bc\", \"12bbe220-b60a-4b66-8fbf-802aa1c946f0\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.359}}]\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[{\"81437\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 6, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-10-01 13:10:10.000000+00:00\", \"2022-04-12 00:12:17.000000+00:00\"], \"session_ids\": [\"94e251b8-a1cd-45eb-886b-afaa48e29b85\", \"c8c98470-372c-4d06-aa56-c7793da7e45d\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 9.286}}, {\"86549\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-09-12 09:10:06.000000+00:00\", \"2019-05-12 16:39:13.000000+00:00\"], \"session_ids\": [\"65e1687a-f13a-4cbc-8951-7c10e345e1cd\", \"d3dfbfad-93de-431d-b8b8-7e2582cff772\"], \"total_duration\": 237.0, \"total_sessions\": 2, \"mean_week_duration\": 1.943}}, {\"54186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-11-09 22:20:01.000000+00:00\", \"2021-05-18 15:11:41.000000+00:00\"], \"session_ids\": [\"c3909bd3-7d84-4ac0-a57e-54350a30b88a\", \"91dbd867-3fac-4095-9d87-e86b018f85de\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.551}}, {\"41714\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-05-09 11:27:27.000000+00:00\", \"2019-09-16 16:23:55.000000+00:00\"], \"session_ids\": [\"f13233a3-41a7-48a0-a4e0-f885d812cfbf\", \"4c4e71a7-94f1-428b-83c1-87d468efb124\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 16.842}}, {\"76416\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-05-07 18:09:14.000000+00:00\", \"2020-07-10 23:18:03.000000+00:00\"], \"session_ids\": [\"d9bf8e77-1ed2-4be0-a329-4107d9e93a53\", \"20ed3e32-b44f-4bf1-9895-aa93c06e54ef\"], \"total_duration\": 322.0, \"total_sessions\": 2, \"mean_week_duration\": 2.176}}, {\"6730\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2023-02-16 09:28:08.000000+00:00\", \"2019-02-18 18:45:39.000000+00:00\"], \"session_ids\": [\"4bccb3eb-b298-43d3-8744-18e3bc06f2bc\", \"12bbe220-b60a-4b66-8fbf-802aa1c946f0\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.359}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 6 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"81437\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 6, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-10-01 13:10:10.000000+00:00\", \"2022-04-12 00:12:17.000000+00:00\"], \"session_ids\": [\"94e251b8-a1cd-45eb-886b-afaa48e29b85\", \"c8c98470-372c-4d06-aa56-c7793da7e45d\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 9.286}}, {\"86549\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-09-12 09:10:06.000000+00:00\", \"2019-05-12 16:39:13.000000+00:00\"], \"session_ids\": [\"65e1687a-f13a-4cbc-8951-7c10e345e1cd\", \"d3dfbfad-93de-431d-b8b8-7e2582cff772\"], \"total_duration\": 237.0, \"total_sessions\": 2, \"mean_week_duration\": 1.943}}, {\"54186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-11-09 22:20:01.000000+00:00\", \"2021-05-18 15:11:41.000000+00:00\"], \"session_ids\": [\"c3909bd3-7d84-4ac0-a57e-54350a30b88a\", \"91dbd867-3fac-4095-9d87-e86b018f85de\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.551}}, {\"41714\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-05-09 11:27:27.000000+00:00\", \"2019-09-16 16:23:55.000000+00:00\"], \"session_ids\": [\"f13233a3-41a7-48a0-a4e0-f885d812cfbf\", \"4c4e71a7-94f1-428b-83c1-87d468efb124\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 16.842}}, {\"76416\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-05-07 18:09:14.000000+00:00\", \"2020-07-10 23:18:03.000000+00:00\"], \"session_ids\": [\"d9bf8e77-1ed2-4be0-a329-4107d9e93a53\", \"20ed3e32-b44f-4bf1-9895-aa93c06e54ef\"], \"total_duration\": 322.0, \"total_sessions\": 2, \"mean_week_duration\": 2.176}}, {\"6730\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2023-02-16 09:28:08.000000+00:00\", \"2019-02-18 18:45:39.000000+00:00\"], \"session_ids\": [\"4bccb3eb-b298-43d3-8744-18e3bc06f2bc\", \"12bbe220-b60a-4b66-8fbf-802aa1c946f0\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.359}}]\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[{\"81437\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 6, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-10-01 13:10:10.000000+00:00\", \"2022-04-12 00:12:17.000000+00:00\"], \"session_ids\": [\"94e251b8-a1cd-45eb-886b-afaa48e29b85\", \"c8c98470-372c-4d06-aa56-c7793da7e45d\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 9.286}}, {\"86549\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-09-12 09:10:06.000000+00:00\", \"2019-05-12 16:39:13.000000+00:00\"], \"session_ids\": [\"65e1687a-f13a-4cbc-8951-7c10e345e1cd\", \"d3dfbfad-93de-431d-b8b8-7e2582cff772\"], \"total_duration\": 237.0, \"total_sessions\": 2, \"mean_week_duration\": 1.943}}, {\"54186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-11-09 22:20:01.000000+00:00\", \"2021-05-18 15:11:41.000000+00:00\"], \"session_ids\": [\"c3909bd3-7d84-4ac0-a57e-54350a30b88a\", \"91dbd867-3fac-4095-9d87-e86b018f85de\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.551}}, {\"41714\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-05-09 11:27:27.000000+00:00\", \"2019-09-16 16:23:55.000000+00:00\"], \"session_ids\": [\"f13233a3-41a7-48a0-a4e0-f885d812cfbf\", \"4c4e71a7-94f1-428b-83c1-87d468efb124\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 16.842}}, {\"76416\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-05-07 18:09:14.000000+00:00\", \"2020-07-10 23:18:03.000000+00:00\"], \"session_ids\": [\"d9bf8e77-1ed2-4be0-a329-4107d9e93a53\", \"20ed3e32-b44f-4bf1-9895-aa93c06e54ef\"], \"total_duration\": 322.0, \"total_sessions\": 2, \"mean_week_duration\": 2.176}}, {\"6730\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2023-02-16 09:28:08.000000+00:00\", \"2019-02-18 18:45:39.000000+00:00\"], \"session_ids\": [\"4bccb3eb-b298-43d3-8744-18e3bc06f2bc\", \"12bbe220-b60a-4b66-8fbf-802aa1c946f0\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.359}}]\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 whose average week duration is <= than 10 , and do sorting by count of 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{\"21196\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-10-14 11:54:43.000000+00:00\", \"2021-10-26 14:57:42.000000+00:00\"], \"session_ids\": [\"4deef91d-4758-41f5-9421-cf936fb4c714\", \"be8326f5-1733-45da-9548-f9c773223ec7\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 1.346}, \"85922\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-03 15:55:55.000000+00:00\", \"2022-01-05 17:30:44.000000+00:00\"], \"session_ids\": [\"b75a7abd-30d5-48c6-9c67-462aec06bdae\", \"d3ee894f-b43f-49ec-9282-2f4883b8a9c5\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.588}, \"59482\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-03-17 02:06:11.000000+00:00\", \"2019-11-28 12:38:00.000000+00:00\"], \"session_ids\": [\"19cf441d-321d-4e53-a799-37b4ea0c1580\", \"8372f911-302b-4fe0-bc6f-b8ef221ab8a5\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 1.058}, \"95057\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-07 00:11:12.000000+00:00\", \"2021-11-24 07:57:59.000000+00:00\", \"2021-06-13 14:30:28.000000+00:00\"], \"session_ids\": [\"722b0b0b-0a70-42c8-8f0f-4aa28786a469\", \"1c8a29a5-70be-4b45-a5ce-664bc2ff730d\", \"6d6b0641-93d2-490e-9697-563695b1169e\"], \"total_duration\": 1103.0, \"total_sessions\": 3, \"mean_week_duration\": 38.034}, \"98122\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-12-05 07:46:38.000000+00:00\", \"2020-03-27 05:55:45.000000+00:00\", \"2021-10-09 10:49:48.000000+00:00\", \"2021-07-11 22:25:01.000000+00:00\", \"2019-10-22 23:38:50.000000+00:00\", \"2023-03-17 16:53:50.000000+00:00\", \"2019-02-27 06:56:05.000000+00:00\", \"2022-10-06 04:37:10.000000+00:00\", \"2023-06-23 05:12:48.000000+00:00\", \"2022-09-24 19:02:23.000000+00:00\", \"2020-03-01 14:28:18.000000+00:00\"], \"session_ids\": [\"699eb15c-cbc7-4e00-b964-080986428462\", \"66ad3c17-2e57-4914-89ce-3443abd2df15\", \"37e3c522-66e4-4b28-9741-17d65a59bdf6\", \"7cef69de-6ad9-4ae7-9b18-5111f1392f98\", \"35e73caa-1dc0-48f7-94e1-efa844d64480\", \"b1372317-616f-4132-9cea-f532b19405e9\", \"e5fdd23f-c8be-4ccf-88a3-74fdc8f67c75\", \"a4b41913-087a-4d61-896f-236c3c1e3062\", \"104cbe2f-5267-4024-8be9-f0569adb8146\", \"44a559db-836c-43e5-a399-94aa1c257b86\", \"2564fa9e-3390-4adf-ba91-6261df8d8aff\"], \"total_duration\": 411.0, \"total_sessions\": 11, \"mean_week_duration\": 1.819}, \"38238\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-09-04 06:42:12.000000+00:00\", \"2023-02-05 18:47:31.000000+00:00\", \"2020-12-19 19:42:17.000000+00:00\"], \"session_ids\": [\"b5bc2954-7242-4095-9b69-f144354b6507\", \"7d59567f-f971-4b12-af03-9c52b088538d\", \"095388b3-0c49-427f-a439-9ef661fa6738\"], \"total_duration\": 506.0, \"total_sessions\": 3, \"mean_week_duration\": 4.559}, \"6018\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-01-15 21:06:52.000000+00:00\", \"2022-03-06 05:13:40.000000+00:00\", \"2021-12-19 04:14:41.000000+00:00\"], \"session_ids\": [\"b274652c-2b17-4254-ab9b-8e8f916751e7\", \"0b07aff8-8320-48e8-811c-d31001effd40\", \"bb1925f3-9c6f-40f4-a1f5-69eab7eaec9e\"], \"total_duration\": 112.0, \"total_sessions\": 3, \"mean_week_duration\": 10.182}, \"81956\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Sydney\", \"datetimes\": [\"2020-04-06 11:55:53.000000+00:00\", \"2021-05-01 03:11:25.000000+00:00\"], \"session_ids\": [\"ec7b5f16-c76a-41e0-873e-f68fd56d6e9b\", \"b444be54-ca25-4d9c-8847-c819e0976d8d\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 4.375}, \"72760\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-01-01 00:52:41.000000+00:00\", \"2021-04-18 01:47:15.000000+00:00\", \"2021-01-18 23:03:38.000000+00:00\", \"2020-01-21 17:52:13.000000+00:00\", \"2020-03-24 04:32:45.000000+00:00\"], \"session_ids\": [\"ea000fb5-b88c-4f7d-9224-6af087af02d6\", \"06c12d8c-a4b5-43ce-9604-fbae1640df77\", \"9d6144c6-be21-4902-a3ff-99b36c8acb05\", \"99f432f2-fba5-4d47-a938-db326951ec24\", \"30569404-855e-4548-bf77-813812b6dffe\"], \"total_duration\": 3572.0, \"total_sessions\": 5, \"mean_week_duration\": 29.767}, \"2904\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-19 22:55:26.000000+00:00\", \"2022-08-30 12:53:53.000000+00:00\", \"2019-09-29 18:28:40.000000+00:00\", \"2022-03-15 23:38:54.000000+00:00\", \"2022-12-28 20:25:16.000000+00:00\"], \"session_ids\": [\"a0ae3d2d-d0b0-4da2-b803-284f9811e334\", \"964e5284-364c-4dd9-9c4f-09a9c6c69a4a\", \"2589a7cb-0463-4c7b-b2db-84e5e4c40224\", \"d3436759-f08f-4526-bf86-fee74ab2ce17\", \"7828d052-a4cb-445b-9ddb-d75c7c5b447b\"], \"total_duration\": 551.0, \"total_sessions\": 5, \"mean_week_duration\": 3.241}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or less than 10"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[10, 41]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"21196\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-10-14 11:54:43.000000+00:00\", \"2021-10-26 14:57:42.000000+00:00\"], \"session_ids\": [\"4deef91d-4758-41f5-9421-cf936fb4c714\", \"be8326f5-1733-45da-9548-f9c773223ec7\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 1.346}, \"85922\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-03 15:55:55.000000+00:00\", \"2022-01-05 17:30:44.000000+00:00\"], \"session_ids\": [\"b75a7abd-30d5-48c6-9c67-462aec06bdae\", \"d3ee894f-b43f-49ec-9282-2f4883b8a9c5\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.588}, \"59482\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-03-17 02:06:11.000000+00:00\", \"2019-11-28 12:38:00.000000+00:00\"], \"session_ids\": [\"19cf441d-321d-4e53-a799-37b4ea0c1580\", \"8372f911-302b-4fe0-bc6f-b8ef221ab8a5\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 1.058}, \"98122\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-12-05 07:46:38.000000+00:00\", \"2020-03-27 05:55:45.000000+00:00\", \"2021-10-09 10:49:48.000000+00:00\", \"2021-07-11 22:25:01.000000+00:00\", \"2019-10-22 23:38:50.000000+00:00\", \"2023-03-17 16:53:50.000000+00:00\", \"2019-02-27 06:56:05.000000+00:00\", \"2022-10-06 04:37:10.000000+00:00\", \"2023-06-23 05:12:48.000000+00:00\", \"2022-09-24 19:02:23.000000+00:00\", \"2020-03-01 14:28:18.000000+00:00\"], \"session_ids\": [\"699eb15c-cbc7-4e00-b964-080986428462\", \"66ad3c17-2e57-4914-89ce-3443abd2df15\", \"37e3c522-66e4-4b28-9741-17d65a59bdf6\", \"7cef69de-6ad9-4ae7-9b18-5111f1392f98\", \"35e73caa-1dc0-48f7-94e1-efa844d64480\", \"b1372317-616f-4132-9cea-f532b19405e9\", \"e5fdd23f-c8be-4ccf-88a3-74fdc8f67c75\", \"a4b41913-087a-4d61-896f-236c3c1e3062\", \"104cbe2f-5267-4024-8be9-f0569adb8146\", \"44a559db-836c-43e5-a399-94aa1c257b86\", \"2564fa9e-3390-4adf-ba91-6261df8d8aff\"], \"total_duration\": 411.0, \"total_sessions\": 11, \"mean_week_duration\": 1.819}, \"38238\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-09-04 06:42:12.000000+00:00\", \"2023-02-05 18:47:31.000000+00:00\", \"2020-12-19 19:42:17.000000+00:00\"], \"session_ids\": [\"b5bc2954-7242-4095-9b69-f144354b6507\", \"7d59567f-f971-4b12-af03-9c52b088538d\", \"095388b3-0c49-427f-a439-9ef661fa6738\"], \"total_duration\": 506.0, \"total_sessions\": 3, \"mean_week_duration\": 4.559}, \"81956\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Sydney\", \"datetimes\": [\"2020-04-06 11:55:53.000000+00:00\", \"2021-05-01 03:11:25.000000+00:00\"], \"session_ids\": [\"ec7b5f16-c76a-41e0-873e-f68fd56d6e9b\", \"b444be54-ca25-4d9c-8847-c819e0976d8d\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 4.375}, \"2904\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-19 22:55:26.000000+00:00\", \"2022-08-30 12:53:53.000000+00:00\", \"2019-09-29 18:28:40.000000+00:00\", \"2022-03-15 23:38:54.000000+00:00\", \"2022-12-28 20:25:16.000000+00:00\"], \"session_ids\": [\"a0ae3d2d-d0b0-4da2-b803-284f9811e334\", \"964e5284-364c-4dd9-9c4f-09a9c6c69a4a\", \"2589a7cb-0463-4c7b-b2db-84e5e4c40224\", \"d3436759-f08f-4526-bf86-fee74ab2ce17\", \"7828d052-a4cb-445b-9ddb-d75c7c5b447b\"], \"total_duration\": 551.0, \"total_sessions\": 5, \"mean_week_duration\": 3.241}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"98122\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-12-05 07:46:38.000000+00:00\", \"2020-03-27 05:55:45.000000+00:00\", \"2021-10-09 10:49:48.000000+00:00\", \"2021-07-11 22:25:01.000000+00:00\", \"2019-10-22 23:38:50.000000+00:00\", \"2023-03-17 16:53:50.000000+00:00\", \"2019-02-27 06:56:05.000000+00:00\", \"2022-10-06 04:37:10.000000+00:00\", \"2023-06-23 05:12:48.000000+00:00\", \"2022-09-24 19:02:23.000000+00:00\", \"2020-03-01 14:28:18.000000+00:00\"], \"session_ids\": [\"699eb15c-cbc7-4e00-b964-080986428462\", \"66ad3c17-2e57-4914-89ce-3443abd2df15\", \"37e3c522-66e4-4b28-9741-17d65a59bdf6\", \"7cef69de-6ad9-4ae7-9b18-5111f1392f98\", \"35e73caa-1dc0-48f7-94e1-efa844d64480\", \"b1372317-616f-4132-9cea-f532b19405e9\", \"e5fdd23f-c8be-4ccf-88a3-74fdc8f67c75\", \"a4b41913-087a-4d61-896f-236c3c1e3062\", \"104cbe2f-5267-4024-8be9-f0569adb8146\", \"44a559db-836c-43e5-a399-94aa1c257b86\", \"2564fa9e-3390-4adf-ba91-6261df8d8aff\"], \"total_duration\": 411.0, \"total_sessions\": 11, \"mean_week_duration\": 1.819}}, {\"2904\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-19 22:55:26.000000+00:00\", \"2022-08-30 12:53:53.000000+00:00\", \"2019-09-29 18:28:40.000000+00:00\", \"2022-03-15 23:38:54.000000+00:00\", \"2022-12-28 20:25:16.000000+00:00\"], \"session_ids\": [\"a0ae3d2d-d0b0-4da2-b803-284f9811e334\", \"964e5284-364c-4dd9-9c4f-09a9c6c69a4a\", \"2589a7cb-0463-4c7b-b2db-84e5e4c40224\", \"d3436759-f08f-4526-bf86-fee74ab2ce17\", \"7828d052-a4cb-445b-9ddb-d75c7c5b447b\"], \"total_duration\": 551.0, \"total_sessions\": 5, \"mean_week_duration\": 3.241}}, {\"38238\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-09-04 06:42:12.000000+00:00\", \"2023-02-05 18:47:31.000000+00:00\", \"2020-12-19 19:42:17.000000+00:00\"], \"session_ids\": [\"b5bc2954-7242-4095-9b69-f144354b6507\", \"7d59567f-f971-4b12-af03-9c52b088538d\", \"095388b3-0c49-427f-a439-9ef661fa6738\"], \"total_duration\": 506.0, \"total_sessions\": 3, \"mean_week_duration\": 4.559}}, {\"21196\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-10-14 11:54:43.000000+00:00\", \"2021-10-26 14:57:42.000000+00:00\"], \"session_ids\": [\"4deef91d-4758-41f5-9421-cf936fb4c714\", \"be8326f5-1733-45da-9548-f9c773223ec7\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 1.346}}, {\"85922\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-03 15:55:55.000000+00:00\", \"2022-01-05 17:30:44.000000+00:00\"], \"session_ids\": [\"b75a7abd-30d5-48c6-9c67-462aec06bdae\", \"d3ee894f-b43f-49ec-9282-2f4883b8a9c5\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.588}}, {\"59482\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-03-17 02:06:11.000000+00:00\", \"2019-11-28 12:38:00.000000+00:00\"], \"session_ids\": [\"19cf441d-321d-4e53-a799-37b4ea0c1580\", \"8372f911-302b-4fe0-bc6f-b8ef221ab8a5\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 1.058}}, {\"81956\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Sydney\", \"datetimes\": [\"2020-04-06 11:55:53.000000+00:00\", \"2021-05-01 03:11:25.000000+00:00\"], \"session_ids\": [\"ec7b5f16-c76a-41e0-873e-f68fd56d6e9b\", \"b444be54-ca25-4d9c-8847-c819e0976d8d\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 4.375}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 1 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"98122\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-12-05 07:46:38.000000+00:00\", \"2020-03-27 05:55:45.000000+00:00\", \"2021-10-09 10:49:48.000000+00:00\", \"2021-07-11 22:25:01.000000+00:00\", \"2019-10-22 23:38:50.000000+00:00\", \"2023-03-17 16:53:50.000000+00:00\", \"2019-02-27 06:56:05.000000+00:00\", \"2022-10-06 04:37:10.000000+00:00\", \"2023-06-23 05:12:48.000000+00:00\", \"2022-09-24 19:02:23.000000+00:00\", \"2020-03-01 14:28:18.000000+00:00\"], \"session_ids\": [\"699eb15c-cbc7-4e00-b964-080986428462\", \"66ad3c17-2e57-4914-89ce-3443abd2df15\", \"37e3c522-66e4-4b28-9741-17d65a59bdf6\", \"7cef69de-6ad9-4ae7-9b18-5111f1392f98\", \"35e73caa-1dc0-48f7-94e1-efa844d64480\", \"b1372317-616f-4132-9cea-f532b19405e9\", \"e5fdd23f-c8be-4ccf-88a3-74fdc8f67c75\", \"a4b41913-087a-4d61-896f-236c3c1e3062\", \"104cbe2f-5267-4024-8be9-f0569adb8146\", \"44a559db-836c-43e5-a399-94aa1c257b86\", \"2564fa9e-3390-4adf-ba91-6261df8d8aff\"], \"total_duration\": 411.0, \"total_sessions\": 11, \"mean_week_duration\": 1.819}}]\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[{\"98122\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-12-05 07:46:38.000000+00:00\", \"2020-03-27 05:55:45.000000+00:00\", \"2021-10-09 10:49:48.000000+00:00\", \"2021-07-11 22:25:01.000000+00:00\", \"2019-10-22 23:38:50.000000+00:00\", \"2023-03-17 16:53:50.000000+00:00\", \"2019-02-27 06:56:05.000000+00:00\", \"2022-10-06 04:37:10.000000+00:00\", \"2023-06-23 05:12:48.000000+00:00\", \"2022-09-24 19:02:23.000000+00:00\", \"2020-03-01 14:28:18.000000+00:00\"], \"session_ids\": [\"699eb15c-cbc7-4e00-b964-080986428462\", \"66ad3c17-2e57-4914-89ce-3443abd2df15\", \"37e3c522-66e4-4b28-9741-17d65a59bdf6\", \"7cef69de-6ad9-4ae7-9b18-5111f1392f98\", \"35e73caa-1dc0-48f7-94e1-efa844d64480\", \"b1372317-616f-4132-9cea-f532b19405e9\", \"e5fdd23f-c8be-4ccf-88a3-74fdc8f67c75\", \"a4b41913-087a-4d61-896f-236c3c1e3062\", \"104cbe2f-5267-4024-8be9-f0569adb8146\", \"44a559db-836c-43e5-a399-94aa1c257b86\", \"2564fa9e-3390-4adf-ba91-6261df8d8aff\"], \"total_duration\": 411.0, \"total_sessions\": 11, \"mean_week_duration\": 1.819}}]\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 2 users who are lowest-tier of user rankings based on time in app as well as carry out sorting by total_duration descendingly."
}
] |
[
{
"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{\"57470\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-04-10 18:05:40.000000+00:00\", \"2019-02-18 00:09:39.000000+00:00\", \"2023-04-08 05:01:47.000000+00:00\"], \"session_ids\": [\"5b805569-be33-4102-8cac-7e793a5cca1b\", \"fc332b60-ead8-41d0-af4e-4fa9d90a82b5\", \"a74a0d13-36e9-41ad-a3ed-e6cdaa4b1232\"], \"total_duration\": 39.0, \"total_sessions\": 3, \"mean_week_duration\": 0.181}, \"25106\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-10-28 18:10:08.000000+00:00\", \"2022-05-12 01:40:24.000000+00:00\", \"2022-06-05 03:35:29.000000+00:00\", \"2019-03-31 01:50:32.000000+00:00\", \"2022-01-05 06:06:26.000000+00:00\"], \"session_ids\": [\"b5d2113a-4123-4a21-8597-af28afc7f59a\", \"b131dcf5-3d10-40a9-9a01-d98b9092f103\", \"f2e3f776-6fb6-449e-b162-14a99b33e6fa\", \"6bccaa09-9344-4d91-8a7e-7e291d288748\", \"08e2fd72-97ff-476b-b49d-513a29496542\"], \"total_duration\": 3096.0, \"total_sessions\": 5, \"mean_week_duration\": 18.651}, \"25003\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-09-24 04:24:05.000000+00:00\", \"2020-01-26 17:50:56.000000+00:00\", \"2022-02-15 02:43:05.000000+00:00\"], \"session_ids\": [\"0732448f-c9c3-49bf-a43d-9c2f209e3039\", \"b26dc480-3e85-4845-b81e-a522e4237200\", \"e2a9a8cf-1125-4fbf-af66-3163e9ef23b5\"], \"total_duration\": 619.0, \"total_sessions\": 3, \"mean_week_duration\": 4.453}, \"56955\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-02-22 03:29:58.000000+00:00\", \"2023-04-18 05:51:50.000000+00:00\"], \"session_ids\": [\"0519ce92-50f0-46d3-b3db-d25fd4200ff2\", \"30c427d5-3839-42a2-a283-8c16786d7f74\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"48081\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-10-25 01:48:57.000000+00:00\", \"2023-01-31 17:43:13.000000+00:00\", \"2022-08-08 22:45:23.000000+00:00\", \"2019-09-21 00:57:13.000000+00:00\"], \"session_ids\": [\"2bbf9fdc-d57d-4fd9-a46a-0749018b1ef6\", \"22ba167f-a558-47fa-a2e6-2b2e0e8a4015\", \"61ddf77d-0844-40f6-aec9-0c751ec19544\", \"0b88ffcc-0fc6-4955-aac6-6a93cb2deb73\"], \"total_duration\": 47.0, \"total_sessions\": 4, \"mean_week_duration\": 0.267}, \"60635\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-11-02 07:23:50.000000+00:00\", \"2019-06-24 03:05:00.000000+00:00\", \"2021-10-09 13:35:38.000000+00:00\"], \"session_ids\": [\"900a88eb-0337-41ad-ab7c-69a8f157d311\", \"0f8988aa-043e-4000-8cb9-7daa8e68d877\", \"38b0b959-e990-4377-ae49-d544d65d30ab\"], \"total_duration\": 164.0, \"total_sessions\": 3, \"mean_week_duration\": 1.367}, \"62051\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5}, \"city_name\": \"Berlin\", \"datetimes\": [\"2022-08-20 05:42:36.000000+00:00\", \"2019-12-06 15:55:23.000000+00:00\", \"2021-02-24 23:23:48.000000+00:00\", \"2019-01-25 12:43:34.000000+00:00\", \"2020-09-24 02:43:19.000000+00:00\", \"2019-10-14 03:05:46.000000+00:00\", \"2019-11-13 11:56:43.000000+00:00\"], \"session_ids\": [\"2cf95afa-20dd-49af-8c10-f036f00e7175\", \"82c7203d-357c-45a9-902d-e5b92a8e866e\", \"8d98abbc-706f-44c7-881c-8557e3fa12cf\", \"7031c0f7-bf92-4fa4-a8a3-52bf5248f194\", \"bc4843e8-89b8-4548-8a4e-ebe2ee614369\", \"3d8400b3-beef-4dde-977a-1760f12b645b\", \"b5181531-7b7b-437e-958b-ae6d36360f20\"], \"total_duration\": 1895.0, \"total_sessions\": 7, \"mean_week_duration\": 10.188}, \"96294\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-01-26 19:03:45.000000+00:00\", \"2019-09-15 08:51:53.000000+00:00\"], \"session_ids\": [\"1c2cf9d7-6fce-4c58-b2a3-ec40b68cbf2a\", \"0e3d25a3-c6f9-4e87-af69-dfadbda5b89b\"], \"total_duration\": 441.0, \"total_sessions\": 2, \"mean_week_duration\": 3.556}, \"79709\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-07-09 21:33:15.000000+00:00\", \"2022-12-31 13:05:34.000000+00:00\"], \"session_ids\": [\"a3e85d50-999d-4c42-b8cf-0bcde1d13caf\", \"42ce0a1b-ef1f-4505-8c4c-d11fcbad2be8\"], \"total_duration\": 186.0, \"total_sessions\": 2, \"mean_week_duration\": 2.416}, \"51158\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-11-26 03:43:52.000000+00:00\", \"2023-02-20 20:03:11.000000+00:00\", \"2021-03-18 13:48:04.000000+00:00\", \"2019-05-02 12:38:44.000000+00:00\", \"2022-04-29 20:38:00.000000+00:00\", \"2021-09-05 15:39:31.000000+00:00\", \"2022-02-02 19:50:47.000000+00:00\", \"2019-07-17 22:52:29.000000+00:00\"], \"session_ids\": [\"1b078197-8743-494a-9d23-b4ede37725ba\", \"7c8de2b5-be0d-4874-bc29-c7a92d077b2b\", \"be042418-513c-4e51-85a5-72106aa78f92\", \"93dc8964-9844-40c8-86eb-623e2a25753c\", \"a3a2e3da-30c7-4153-a13d-f180f1e64984\", \"0218003d-02bf-4706-9d4f-c7b6c48df178\", \"3c84d70d-69a7-4f72-bfd6-4e98abf7024a\", \"b0880378-7c55-49f4-81d9-7d4b928184af\"], \"total_duration\": 5062.0, \"total_sessions\": 8, \"mean_week_duration\": 25.437}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the lowest 2 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": false, \"quant_to_remain\": 2}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"56955\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-02-22 03:29:58.000000+00:00\", \"2023-04-18 05:51:50.000000+00:00\"], \"session_ids\": [\"0519ce92-50f0-46d3-b3db-d25fd4200ff2\", \"30c427d5-3839-42a2-a283-8c16786d7f74\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}, {\"57470\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-04-10 18:05:40.000000+00:00\", \"2019-02-18 00:09:39.000000+00:00\", \"2023-04-08 05:01:47.000000+00:00\"], \"session_ids\": [\"5b805569-be33-4102-8cac-7e793a5cca1b\", \"fc332b60-ead8-41d0-af4e-4fa9d90a82b5\", \"a74a0d13-36e9-41ad-a3ed-e6cdaa4b1232\"], \"total_duration\": 39.0, \"total_sessions\": 3, \"mean_week_duration\": 0.181}}, {\"48081\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-10-25 01:48:57.000000+00:00\", \"2023-01-31 17:43:13.000000+00:00\", \"2022-08-08 22:45:23.000000+00:00\", \"2019-09-21 00:57:13.000000+00:00\"], \"session_ids\": [\"2bbf9fdc-d57d-4fd9-a46a-0749018b1ef6\", \"22ba167f-a558-47fa-a2e6-2b2e0e8a4015\", \"61ddf77d-0844-40f6-aec9-0c751ec19544\", \"0b88ffcc-0fc6-4955-aac6-6a93cb2deb73\"], \"total_duration\": 47.0, \"total_sessions\": 4, \"mean_week_duration\": 0.267}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"48081\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-10-25 01:48:57.000000+00:00\", \"2023-01-31 17:43:13.000000+00:00\", \"2022-08-08 22:45:23.000000+00:00\", \"2019-09-21 00:57:13.000000+00:00\"], \"session_ids\": [\"2bbf9fdc-d57d-4fd9-a46a-0749018b1ef6\", \"22ba167f-a558-47fa-a2e6-2b2e0e8a4015\", \"61ddf77d-0844-40f6-aec9-0c751ec19544\", \"0b88ffcc-0fc6-4955-aac6-6a93cb2deb73\"], \"total_duration\": 47.0, \"total_sessions\": 4, \"mean_week_duration\": 0.267}}, {\"57470\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-04-10 18:05:40.000000+00:00\", \"2019-02-18 00:09:39.000000+00:00\", \"2023-04-08 05:01:47.000000+00:00\"], \"session_ids\": [\"5b805569-be33-4102-8cac-7e793a5cca1b\", \"fc332b60-ead8-41d0-af4e-4fa9d90a82b5\", \"a74a0d13-36e9-41ad-a3ed-e6cdaa4b1232\"], \"total_duration\": 39.0, \"total_sessions\": 3, \"mean_week_duration\": 0.181}}, {\"56955\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-02-22 03:29:58.000000+00:00\", \"2023-04-18 05:51:50.000000+00:00\"], \"session_ids\": [\"0519ce92-50f0-46d3-b3db-d25fd4200ff2\", \"30c427d5-3839-42a2-a283-8c16786d7f74\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}]\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[{\"48081\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-10-25 01:48:57.000000+00:00\", \"2023-01-31 17:43:13.000000+00:00\", \"2022-08-08 22:45:23.000000+00:00\", \"2019-09-21 00:57:13.000000+00:00\"], \"session_ids\": [\"2bbf9fdc-d57d-4fd9-a46a-0749018b1ef6\", \"22ba167f-a558-47fa-a2e6-2b2e0e8a4015\", \"61ddf77d-0844-40f6-aec9-0c751ec19544\", \"0b88ffcc-0fc6-4955-aac6-6a93cb2deb73\"], \"total_duration\": 47.0, \"total_sessions\": 4, \"mean_week_duration\": 0.267}}, {\"57470\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-04-10 18:05:40.000000+00:00\", \"2019-02-18 00:09:39.000000+00:00\", \"2023-04-08 05:01:47.000000+00:00\"], \"session_ids\": [\"5b805569-be33-4102-8cac-7e793a5cca1b\", \"fc332b60-ead8-41d0-af4e-4fa9d90a82b5\", \"a74a0d13-36e9-41ad-a3ed-e6cdaa4b1232\"], \"total_duration\": 39.0, \"total_sessions\": 3, \"mean_week_duration\": 0.181}}]\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[{\"48081\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-10-25 01:48:57.000000+00:00\", \"2023-01-31 17:43:13.000000+00:00\", \"2022-08-08 22:45:23.000000+00:00\", \"2019-09-21 00:57:13.000000+00:00\"], \"session_ids\": [\"2bbf9fdc-d57d-4fd9-a46a-0749018b1ef6\", \"22ba167f-a558-47fa-a2e6-2b2e0e8a4015\", \"61ddf77d-0844-40f6-aec9-0c751ec19544\", \"0b88ffcc-0fc6-4955-aac6-6a93cb2deb73\"], \"total_duration\": 47.0, \"total_sessions\": 4, \"mean_week_duration\": 0.267}}, {\"57470\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-04-10 18:05:40.000000+00:00\", \"2019-02-18 00:09:39.000000+00:00\", \"2023-04-08 05:01:47.000000+00:00\"], \"session_ids\": [\"5b805569-be33-4102-8cac-7e793a5cca1b\", \"fc332b60-ead8-41d0-af4e-4fa9d90a82b5\", \"a74a0d13-36e9-41ad-a3ed-e6cdaa4b1232\"], \"total_duration\": 39.0, \"total_sessions\": 3, \"mean_week_duration\": 0.181}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about user with a sum of duration of sessions per week is precisely 14 , moreover execute sorting by quantity of sessions from the smallest to the largest."
}
] |
[
{
"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{\"56801\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-27 12:47:36.000000+00:00\", \"2020-10-23 20:59:11.000000+00:00\"], \"session_ids\": [\"528dd77b-394f-4f8e-ae02-5617219e8df1\", \"9fdfe5c4-dced-40b3-bf2b-32d41c384fdb\"], \"total_duration\": 202.0, \"total_sessions\": 2, \"mean_week_duration\": 7.769}, \"46951\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-11-02 21:37:18.000000+00:00\", \"2022-09-05 05:29:14.000000+00:00\"], \"session_ids\": [\"c3655292-b2a2-46cb-a969-7a673038b310\", \"22d9ce0e-714f-46b7-9f7f-3789697d35e8\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.591}, \"64566\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-06 07:00:41.000000+00:00\", \"2022-08-07 09:19:21.000000+00:00\", \"2021-08-24 05:22:16.000000+00:00\", \"2021-12-09 17:24:44.000000+00:00\", \"2021-01-06 18:17:55.000000+00:00\", \"2019-03-14 22:05:40.000000+00:00\", \"2022-05-01 09:41:30.000000+00:00\", \"2019-11-09 13:49:40.000000+00:00\", \"2022-12-15 16:45:16.000000+00:00\", \"2020-05-16 02:38:25.000000+00:00\"], \"session_ids\": [\"990cd487-6003-4aa7-9970-75a6a7419e9c\", \"3bf85ab9-d41f-4db8-a95c-8d50c20f7cc9\", \"97a2ef0f-1892-4a2b-b4c8-ef46e1ddcedb\", \"5be3007d-b7da-4d0d-9ecf-c35d24e792cc\", \"6654fa6f-9989-4fde-a300-fe6fe6793108\", \"bdf99de8-a2a7-4bc4-a3b9-6ee9efb8f918\", \"cec52d4a-4b69-4c7f-baac-6e2b7e3499b3\", \"29ce3b35-da83-4c1e-925b-9726358fcc16\", \"825adbb7-6621-4a9c-bf66-d1da1eac6f7a\", \"188a19ef-2966-40cc-adaf-46f660ec7b8e\"], \"total_duration\": 32719.0, \"total_sessions\": 10, \"mean_week_duration\": 166.934}, \"57796\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-12-17 16:15:31.000000+00:00\", \"2021-10-08 03:11:35.000000+00:00\", \"2020-03-20 10:47:23.000000+00:00\"], \"session_ids\": [\"1a5d6a86-b695-4165-829c-ac792d8a7624\", \"abde6b13-7d8e-48f2-a48f-d47272bf7bae\", \"3b5aa94c-2fc1-4b3d-89f4-5a849b77ffd4\"], \"total_duration\": 956.0, \"total_sessions\": 3, \"mean_week_duration\": 11.802}, \"34947\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-07-01 15:54:54.000000+00:00\", \"2019-10-23 18:56:06.000000+00:00\", \"2022-12-29 14:50:14.000000+00:00\", \"2021-08-09 02:30:55.000000+00:00\", \"2019-12-24 20:25:56.000000+00:00\", \"2019-12-27 01:05:20.000000+00:00\", \"2020-12-08 06:13:55.000000+00:00\", \"2019-03-08 19:40:34.000000+00:00\"], \"session_ids\": [\"6e977475-724a-41ad-aa4f-1fadaa4f9382\", \"2476c235-67e9-4d5a-94d6-322673fc6ffa\", \"910a6bc2-7ac2-4f7e-97dd-e6b4464731ae\", \"712a8495-524a-469a-8454-55c4c8227f6b\", \"753818ce-f932-4deb-9129-21a63c65df76\", \"3e6cd333-1023-44d8-b0cc-433393ace73b\", \"a724e1a8-1a2e-4713-9b61-29ed39908ce4\", \"7361330d-ecdd-4549-ba3d-0e666804ce79\"], \"total_duration\": 7404.0, \"total_sessions\": 8, \"mean_week_duration\": 37.206}, \"90502\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-03-19 18:46:27.000000+00:00\", \"2019-05-06 08:00:03.000000+00:00\"], \"session_ids\": [\"18bc0e1f-3990-4960-96c0-174724c2a18b\", \"a9103407-ac2d-49e4-aa9a-dd14c793bf72\"], \"total_duration\": 145.0, \"total_sessions\": 2, \"mean_week_duration\": 20.714}, \"71815\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-01-18 16:22:43.000000+00:00\", \"2022-11-04 15:21:25.000000+00:00\"], \"session_ids\": [\"332464f6-c773-46de-9deb-d89111ff4496\", \"ed005088-b370-4da2-acc8-a301e632e65d\"], \"total_duration\": 179.0, \"total_sessions\": 2, \"mean_week_duration\": 1.904}, \"79617\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-06-09 09:35:21.000000+00:00\", \"2022-05-08 18:54:29.000000+00:00\", \"2019-08-04 06:26:50.000000+00:00\"], \"session_ids\": [\"aaba77d2-5222-42f4-bdfd-50c2b7ebad4e\", \"a19c74b6-a9cd-484e-a00e-adde6714b558\", \"9cd69231-976c-49e4-a067-1b4eec8382db\"], \"total_duration\": 138.0, \"total_sessions\": 3, \"mean_week_duration\": 0.958}, \"6545\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-02-19 11:47:22.000000+00:00\", \"2023-01-18 03:12:41.000000+00:00\"], \"session_ids\": [\"fda02ae7-4ca9-4eb7-8ba5-ed3300f51e32\", \"23e31bef-2a76-4f2c-a5c7-b08c7349ac0f\"], \"total_duration\": 299.0, \"total_sessions\": 2, \"mean_week_duration\": 1.466}, \"65928\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-11 11:21:06.000000+00:00\", \"2019-05-25 06:52:22.000000+00:00\", \"2021-07-22 00:59:29.000000+00:00\", \"2019-12-02 13:43:25.000000+00:00\", \"2021-02-08 16:15:34.000000+00:00\"], \"session_ids\": [\"0e03e4d2-d1cb-41e4-ae85-0b417a88c463\", \"04a2b8f8-f8a2-48a4-89aa-19841442886c\", \"431ec79c-8e3b-4008-bb04-3728631f80e3\", \"3f3f2af6-a26b-429e-a9b8-e90a641201a0\", \"a1b589c6-1d7e-46d2-b626-ef0f340799fb\"], \"total_duration\": 879.0, \"total_sessions\": 5, \"mean_week_duration\": 7.779}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are 14"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[14, 25]]}}}\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": "Show me 6 users with a app usage time per week that is above 7 and below 45 plus carry out sorting by total amount of duration descendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"67250\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-10-20 00:33:03.000000+00:00\", \"2022-01-11 19:47:47.000000+00:00\"], \"session_ids\": [\"55462481-3f86-447e-9105-f146040bb962\", \"b911f93d-3f9b-45e9-ab7f-fd0c2954d8b5\"], \"total_duration\": 334.0, \"total_sessions\": 2, \"mean_week_duration\": 8.146}, \"22135\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-01-31 05:34:36.000000+00:00\", \"2021-09-12 18:08:29.000000+00:00\", \"2021-08-07 05:15:11.000000+00:00\", \"2020-03-19 12:37:14.000000+00:00\", \"2019-11-23 16:56:13.000000+00:00\", \"2022-01-10 15:10:35.000000+00:00\", \"2020-11-16 10:33:21.000000+00:00\", \"2020-01-16 12:13:44.000000+00:00\"], \"session_ids\": [\"4e29d0dd-2403-47cf-8e49-15a42d4f6ea2\", \"f0e2df18-b9eb-4735-a3f4-513f23b5bcd1\", \"932d5dc3-eb1e-4f08-b86b-95f4c4de995c\", \"fe1ac555-9f62-480a-bc87-a74653dbdb07\", \"b5a8f506-d3c1-497c-b7f5-e668bd863440\", \"2ddf2b57-322e-4f36-8058-9a55fa114877\", \"a0c0c345-f9b8-480a-9158-6e4e1d31bb67\", \"18aab064-2e27-4907-862e-0711cc3f95e9\"], \"total_duration\": 1938.0, \"total_sessions\": 8, \"mean_week_duration\": 16.852}, \"74730\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-10-29 18:18:14.000000+00:00\", \"2020-02-28 00:35:57.000000+00:00\", \"2022-07-20 17:03:53.000000+00:00\"], \"session_ids\": [\"1d976ddc-d6c0-45f4-98a0-25b7a485adf2\", \"5dbbe0c8-08b7-408e-9fa4-d306c677484b\", \"e3bbf790-39bc-450c-95af-e1a088b40821\"], \"total_duration\": 89.0, \"total_sessions\": 3, \"mean_week_duration\": 0.627}, \"41797\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-12 07:26:00.000000+00:00\", \"2019-02-26 13:04:45.000000+00:00\"], \"session_ids\": [\"de5cc6dc-4832-4032-8051-185392d997a5\", \"3e3ef1f4-6e4b-455e-a188-875be6d8c605\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 23.429}, \"8722\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-08-14 08:59:22.000000+00:00\", \"2019-08-04 02:19:09.000000+00:00\", \"2022-08-27 20:41:41.000000+00:00\"], \"session_ids\": [\"4b33b551-95b4-4cb5-92a6-233046d36b54\", \"2d52cdba-b28e-48f0-9464-bc8b07c10871\", \"937ce821-a0ec-474a-ac95-9eb41ce3659f\"], \"total_duration\": 163.0, \"total_sessions\": 3, \"mean_week_duration\": 1.019}, \"15849\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-04-10 17:28:53.000000+00:00\", \"2021-11-22 19:11:51.000000+00:00\"], \"session_ids\": [\"f37849da-80d9-4061-a886-359a98a4ec7d\", \"47c0b879-d541-4466-b5b3-5010943bb599\"], \"total_duration\": 289.0, \"total_sessions\": 2, \"mean_week_duration\": 14.45}, \"73927\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-12-08 04:01:13.000000+00:00\", \"2019-06-29 23:41:19.000000+00:00\", \"2021-02-25 12:37:23.000000+00:00\"], \"session_ids\": [\"abde333a-23ab-456c-9cab-2fa896294cf2\", \"05c993e7-a4a2-4e77-a4c3-ebf4ebc0cae6\", \"341b1986-71bd-4e21-b1ad-caae107791fe\"], \"total_duration\": 874.0, \"total_sessions\": 3, \"mean_week_duration\": 10.046}, \"38034\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-05-31 03:44:56.000000+00:00\", \"2019-08-31 03:54:50.000000+00:00\"], \"session_ids\": [\"bc00e483-f529-4d91-99c0-bf108da7abba\", \"ce6873a2-03e6-4b57-9135-a121eb66fd19\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.194}, \"37778\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-07-20 18:21:40.000000+00:00\", \"2019-12-02 07:10:44.000000+00:00\"], \"session_ids\": [\"7f9ddf8d-8111-47b0-b0e4-002962206b4e\", \"3b548198-9fac-4b4b-9f4b-a3587b498d13\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 3.242}, \"29755\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-05-04 10:44:40.000000+00:00\", \"2019-10-07 07:38:34.000000+00:00\"], \"session_ids\": [\"29d2ab6c-939f-4e05-9165-872930d5b41e\", \"3914a4c3-8bc8-4278-bd3f-55eeef08d2e7\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.23}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or greater than 7 and are equal or less than 45"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[7, 45]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"67250\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-10-20 00:33:03.000000+00:00\", \"2022-01-11 19:47:47.000000+00:00\"], \"session_ids\": [\"55462481-3f86-447e-9105-f146040bb962\", \"b911f93d-3f9b-45e9-ab7f-fd0c2954d8b5\"], \"total_duration\": 334.0, \"total_sessions\": 2, \"mean_week_duration\": 8.146}, \"22135\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-01-31 05:34:36.000000+00:00\", \"2021-09-12 18:08:29.000000+00:00\", \"2021-08-07 05:15:11.000000+00:00\", \"2020-03-19 12:37:14.000000+00:00\", \"2019-11-23 16:56:13.000000+00:00\", \"2022-01-10 15:10:35.000000+00:00\", \"2020-11-16 10:33:21.000000+00:00\", \"2020-01-16 12:13:44.000000+00:00\"], \"session_ids\": [\"4e29d0dd-2403-47cf-8e49-15a42d4f6ea2\", \"f0e2df18-b9eb-4735-a3f4-513f23b5bcd1\", \"932d5dc3-eb1e-4f08-b86b-95f4c4de995c\", \"fe1ac555-9f62-480a-bc87-a74653dbdb07\", \"b5a8f506-d3c1-497c-b7f5-e668bd863440\", \"2ddf2b57-322e-4f36-8058-9a55fa114877\", \"a0c0c345-f9b8-480a-9158-6e4e1d31bb67\", \"18aab064-2e27-4907-862e-0711cc3f95e9\"], \"total_duration\": 1938.0, \"total_sessions\": 8, \"mean_week_duration\": 16.852}, \"41797\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-12 07:26:00.000000+00:00\", \"2019-02-26 13:04:45.000000+00:00\"], \"session_ids\": [\"de5cc6dc-4832-4032-8051-185392d997a5\", \"3e3ef1f4-6e4b-455e-a188-875be6d8c605\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 23.429}, \"15849\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-04-10 17:28:53.000000+00:00\", \"2021-11-22 19:11:51.000000+00:00\"], \"session_ids\": [\"f37849da-80d9-4061-a886-359a98a4ec7d\", \"47c0b879-d541-4466-b5b3-5010943bb599\"], \"total_duration\": 289.0, \"total_sessions\": 2, \"mean_week_duration\": 14.45}, \"73927\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-12-08 04:01:13.000000+00:00\", \"2019-06-29 23:41:19.000000+00:00\", \"2021-02-25 12:37:23.000000+00:00\"], \"session_ids\": [\"abde333a-23ab-456c-9cab-2fa896294cf2\", \"05c993e7-a4a2-4e77-a4c3-ebf4ebc0cae6\", \"341b1986-71bd-4e21-b1ad-caae107791fe\"], \"total_duration\": 874.0, \"total_sessions\": 3, \"mean_week_duration\": 10.046}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"22135\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-01-31 05:34:36.000000+00:00\", \"2021-09-12 18:08:29.000000+00:00\", \"2021-08-07 05:15:11.000000+00:00\", \"2020-03-19 12:37:14.000000+00:00\", \"2019-11-23 16:56:13.000000+00:00\", \"2022-01-10 15:10:35.000000+00:00\", \"2020-11-16 10:33:21.000000+00:00\", \"2020-01-16 12:13:44.000000+00:00\"], \"session_ids\": [\"4e29d0dd-2403-47cf-8e49-15a42d4f6ea2\", \"f0e2df18-b9eb-4735-a3f4-513f23b5bcd1\", \"932d5dc3-eb1e-4f08-b86b-95f4c4de995c\", \"fe1ac555-9f62-480a-bc87-a74653dbdb07\", \"b5a8f506-d3c1-497c-b7f5-e668bd863440\", \"2ddf2b57-322e-4f36-8058-9a55fa114877\", \"a0c0c345-f9b8-480a-9158-6e4e1d31bb67\", \"18aab064-2e27-4907-862e-0711cc3f95e9\"], \"total_duration\": 1938.0, \"total_sessions\": 8, \"mean_week_duration\": 16.852}}, {\"73927\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-12-08 04:01:13.000000+00:00\", \"2019-06-29 23:41:19.000000+00:00\", \"2021-02-25 12:37:23.000000+00:00\"], \"session_ids\": [\"abde333a-23ab-456c-9cab-2fa896294cf2\", \"05c993e7-a4a2-4e77-a4c3-ebf4ebc0cae6\", \"341b1986-71bd-4e21-b1ad-caae107791fe\"], \"total_duration\": 874.0, \"total_sessions\": 3, \"mean_week_duration\": 10.046}}, {\"67250\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-10-20 00:33:03.000000+00:00\", \"2022-01-11 19:47:47.000000+00:00\"], \"session_ids\": [\"55462481-3f86-447e-9105-f146040bb962\", \"b911f93d-3f9b-45e9-ab7f-fd0c2954d8b5\"], \"total_duration\": 334.0, \"total_sessions\": 2, \"mean_week_duration\": 8.146}}, {\"15849\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-04-10 17:28:53.000000+00:00\", \"2021-11-22 19:11:51.000000+00:00\"], \"session_ids\": [\"f37849da-80d9-4061-a886-359a98a4ec7d\", \"47c0b879-d541-4466-b5b3-5010943bb599\"], \"total_duration\": 289.0, \"total_sessions\": 2, \"mean_week_duration\": 14.45}}, {\"41797\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-12 07:26:00.000000+00:00\", \"2019-02-26 13:04:45.000000+00:00\"], \"session_ids\": [\"de5cc6dc-4832-4032-8051-185392d997a5\", \"3e3ef1f4-6e4b-455e-a188-875be6d8c605\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 23.429}}]\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[{\"22135\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-01-31 05:34:36.000000+00:00\", \"2021-09-12 18:08:29.000000+00:00\", \"2021-08-07 05:15:11.000000+00:00\", \"2020-03-19 12:37:14.000000+00:00\", \"2019-11-23 16:56:13.000000+00:00\", \"2022-01-10 15:10:35.000000+00:00\", \"2020-11-16 10:33:21.000000+00:00\", \"2020-01-16 12:13:44.000000+00:00\"], \"session_ids\": [\"4e29d0dd-2403-47cf-8e49-15a42d4f6ea2\", \"f0e2df18-b9eb-4735-a3f4-513f23b5bcd1\", \"932d5dc3-eb1e-4f08-b86b-95f4c4de995c\", \"fe1ac555-9f62-480a-bc87-a74653dbdb07\", \"b5a8f506-d3c1-497c-b7f5-e668bd863440\", \"2ddf2b57-322e-4f36-8058-9a55fa114877\", \"a0c0c345-f9b8-480a-9158-6e4e1d31bb67\", \"18aab064-2e27-4907-862e-0711cc3f95e9\"], \"total_duration\": 1938.0, \"total_sessions\": 8, \"mean_week_duration\": 16.852}}, {\"73927\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-12-08 04:01:13.000000+00:00\", \"2019-06-29 23:41:19.000000+00:00\", \"2021-02-25 12:37:23.000000+00:00\"], \"session_ids\": [\"abde333a-23ab-456c-9cab-2fa896294cf2\", \"05c993e7-a4a2-4e77-a4c3-ebf4ebc0cae6\", \"341b1986-71bd-4e21-b1ad-caae107791fe\"], \"total_duration\": 874.0, \"total_sessions\": 3, \"mean_week_duration\": 10.046}}, {\"67250\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-10-20 00:33:03.000000+00:00\", \"2022-01-11 19:47:47.000000+00:00\"], \"session_ids\": [\"55462481-3f86-447e-9105-f146040bb962\", \"b911f93d-3f9b-45e9-ab7f-fd0c2954d8b5\"], \"total_duration\": 334.0, \"total_sessions\": 2, \"mean_week_duration\": 8.146}}, {\"15849\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-04-10 17:28:53.000000+00:00\", \"2021-11-22 19:11:51.000000+00:00\"], \"session_ids\": [\"f37849da-80d9-4061-a886-359a98a4ec7d\", \"47c0b879-d541-4466-b5b3-5010943bb599\"], \"total_duration\": 289.0, \"total_sessions\": 2, \"mean_week_duration\": 14.45}}, {\"41797\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-12 07:26:00.000000+00:00\", \"2019-02-26 13:04:45.000000+00:00\"], \"session_ids\": [\"de5cc6dc-4832-4032-8051-185392d997a5\", \"3e3ef1f4-6e4b-455e-a188-875be6d8c605\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 23.429}}]\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[{\"22135\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-01-31 05:34:36.000000+00:00\", \"2021-09-12 18:08:29.000000+00:00\", \"2021-08-07 05:15:11.000000+00:00\", \"2020-03-19 12:37:14.000000+00:00\", \"2019-11-23 16:56:13.000000+00:00\", \"2022-01-10 15:10:35.000000+00:00\", \"2020-11-16 10:33:21.000000+00:00\", \"2020-01-16 12:13:44.000000+00:00\"], \"session_ids\": [\"4e29d0dd-2403-47cf-8e49-15a42d4f6ea2\", \"f0e2df18-b9eb-4735-a3f4-513f23b5bcd1\", \"932d5dc3-eb1e-4f08-b86b-95f4c4de995c\", \"fe1ac555-9f62-480a-bc87-a74653dbdb07\", \"b5a8f506-d3c1-497c-b7f5-e668bd863440\", \"2ddf2b57-322e-4f36-8058-9a55fa114877\", \"a0c0c345-f9b8-480a-9158-6e4e1d31bb67\", \"18aab064-2e27-4907-862e-0711cc3f95e9\"], \"total_duration\": 1938.0, \"total_sessions\": 8, \"mean_week_duration\": 16.852}}, {\"73927\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-12-08 04:01:13.000000+00:00\", \"2019-06-29 23:41:19.000000+00:00\", \"2021-02-25 12:37:23.000000+00:00\"], \"session_ids\": [\"abde333a-23ab-456c-9cab-2fa896294cf2\", \"05c993e7-a4a2-4e77-a4c3-ebf4ebc0cae6\", \"341b1986-71bd-4e21-b1ad-caae107791fe\"], \"total_duration\": 874.0, \"total_sessions\": 3, \"mean_week_duration\": 10.046}}, {\"67250\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-10-20 00:33:03.000000+00:00\", \"2022-01-11 19:47:47.000000+00:00\"], \"session_ids\": [\"55462481-3f86-447e-9105-f146040bb962\", \"b911f93d-3f9b-45e9-ab7f-fd0c2954d8b5\"], \"total_duration\": 334.0, \"total_sessions\": 2, \"mean_week_duration\": 8.146}}, {\"15849\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-04-10 17:28:53.000000+00:00\", \"2021-11-22 19:11:51.000000+00:00\"], \"session_ids\": [\"f37849da-80d9-4061-a886-359a98a4ec7d\", \"47c0b879-d541-4466-b5b3-5010943bb599\"], \"total_duration\": 289.0, \"total_sessions\": 2, \"mean_week_duration\": 14.45}}, {\"41797\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-12 07:26:00.000000+00:00\", \"2019-02-26 13:04:45.000000+00:00\"], \"session_ids\": [\"de5cc6dc-4832-4032-8051-185392d997a5\", \"3e3ef1f4-6e4b-455e-a188-875be6d8c605\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 23.429}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Share insights on 4 users who are folks of cities Jakarta, Madrid as well as execute sorting by town naming from the largest to the smallest."
}
] |
[
{
"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{\"78584\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-01-15 19:53:57.000000+00:00\", \"2022-12-08 13:58:15.000000+00:00\", \"2022-10-07 04:44:26.000000+00:00\", \"2020-10-30 02:42:38.000000+00:00\", \"2019-03-31 06:49:24.000000+00:00\", \"2021-04-24 20:55:46.000000+00:00\"], \"session_ids\": [\"cc1a9164-7ce8-4bc8-9952-db19e9ab0b03\", \"ea13c82a-ff0f-471b-bb73-8e644141f0e3\", \"3b5eeb78-78f9-4f5a-9a5a-6821de376c69\", \"31f09b22-a869-4ddd-9c17-abfaece62932\", \"a532877b-1867-4ba1-828d-6446f10ae0db\", \"9178298b-ce2e-4067-8849-74beb8369179\"], \"total_duration\": 400.0, \"total_sessions\": 6, \"mean_week_duration\": 2.02}, \"35568\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-03-10 04:52:29.000000+00:00\", \"2021-01-24 03:18:41.000000+00:00\"], \"session_ids\": [\"533bacf7-0ba6-4c19-84dc-d507b885c47f\", \"ec4ff5ae-d25d-47a5-a6e3-b88748269397\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 1.649}, \"92967\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-12-11 12:55:55.000000+00:00\", \"2021-12-29 03:45:37.000000+00:00\", \"2022-09-18 01:54:29.000000+00:00\", \"2020-10-08 09:23:52.000000+00:00\", \"2023-03-21 19:35:49.000000+00:00\"], \"session_ids\": [\"89e80a96-2312-4c59-b426-9d8deaeae0df\", \"575e0d67-1d82-4c49-93d3-c94c88852983\", \"30878724-aa10-4d56-99a4-1d4161f0b310\", \"c64083b4-82b2-4985-850b-0ff94cbb9d36\", \"a1937f18-3c8c-4fb9-9d58-e1f76b2c478d\"], \"total_duration\": 2674.0, \"total_sessions\": 5, \"mean_week_duration\": 20.891}, \"74981\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-21 02:39:13.000000+00:00\", \"2020-10-18 16:44:10.000000+00:00\", \"2019-10-29 21:10:12.000000+00:00\", \"2023-01-06 09:50:05.000000+00:00\", \"2019-01-02 07:38:11.000000+00:00\"], \"session_ids\": [\"74b3e115-f139-4787-b770-96d1f0e4243c\", \"e8620273-08ac-4407-8569-f03a56e393c6\", \"6838f573-a75d-4f80-9dd1-9a3e2ebd352c\", \"7e0174a1-eb95-4256-a9bc-c776a982a3a7\", \"e36f1c2b-d1c1-40bb-8e93-b1148be4c45a\"], \"total_duration\": 1157.0, \"total_sessions\": 5, \"mean_week_duration\": 4.966}, \"43327\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"London\", \"datetimes\": [\"2020-11-23 08:43:48.000000+00:00\", \"2019-08-03 09:11:00.000000+00:00\"], \"session_ids\": [\"21fe1c3b-7b3c-429e-b8d7-4425129c373c\", \"12a8e42f-a933-4121-85a4-14a050392c0f\"], \"total_duration\": 166.0, \"total_sessions\": 2, \"mean_week_duration\": 2.406}, \"34050\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-11-06 17:09:02.000000+00:00\", \"2022-02-09 03:29:48.000000+00:00\", \"2019-06-23 11:13:37.000000+00:00\"], \"session_ids\": [\"6a7f5f47-37e2-49ad-871d-67b28ca10e07\", \"35ec6735-4235-4dba-b245-04b9bae45599\", \"6882ad74-b3a6-4b49-a994-8d98f5be6360\"], \"total_duration\": 494.0, \"total_sessions\": 3, \"mean_week_duration\": 3.58}, \"82057\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-02-05 18:15:06.000000+00:00\", \"2021-05-02 09:30:34.000000+00:00\"], \"session_ids\": [\"c7ea3473-edfe-44e9-8cdf-f0672d496c9e\", \"92fb20f8-ef0f-4e82-867e-bd5ea02b58eb\"], \"total_duration\": 297.0, \"total_sessions\": 2, \"mean_week_duration\": 22.846}, \"11150\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 9, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-09-14 20:11:45.000000+00:00\", \"2019-01-19 23:42:35.000000+00:00\"], \"session_ids\": [\"ebff02ae-0712-41d5-a120-71291d94da31\", \"4cea74fb-4290-4b86-9dbb-4ba7c4ada641\"], \"total_duration\": 444.0, \"total_sessions\": 2, \"mean_week_duration\": 5.103}, \"62760\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-01-19 15:34:21.000000+00:00\", \"2022-08-16 06:10:45.000000+00:00\", \"2020-10-04 22:41:32.000000+00:00\"], \"session_ids\": [\"e4d0eff3-1626-45a6-a608-a5dd445b9e8c\", \"04f5bac2-7884-4613-a1c4-7235ab67d4b3\", \"ab57a201-a683-4762-a0a0-290652937046\"], \"total_duration\": 839.0, \"total_sessions\": 3, \"mean_week_duration\": 6.992}, \"36612\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-05-25 00:22:49.000000+00:00\", \"2021-02-22 12:56:43.000000+00:00\", \"2022-01-06 16:49:04.000000+00:00\", \"2019-11-23 19:52:47.000000+00:00\"], \"session_ids\": [\"d55ac9f7-af19-4580-9f35-2686fd30d4d5\", \"2fad0248-977c-453f-b365-14ed4c5c6a48\", \"4479c3b0-0c17-46fe-9271-cabdcb61faf4\", \"b6f576ae-881e-480e-8f65-56b2c6439bb3\"], \"total_duration\": 2023.0, \"total_sessions\": 4, \"mean_week_duration\": 14.766}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are Jakarta, Madrid"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Jakarta\", \"Madrid\"]]}}}\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 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": "Could you enlighten me about 7 users whose overall total sessions is greater than 5 inclusively + put to use sorting by total sessoins count form the lowest value to the highest value + display me only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"58200\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-07-08 11:06:16.000000+00:00\", \"2019-08-21 10:58:02.000000+00:00\"], \"session_ids\": [\"3c1720d5-dddc-48eb-911a-80a9638bd1e6\", \"bed738b7-46ab-4717-af1d-84cfe42a602b\"], \"total_duration\": 217.0, \"total_sessions\": 2, \"mean_week_duration\": 1.437}, \"12518\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-12-29 22:58:36.000000+00:00\", \"2021-05-25 16:17:16.000000+00:00\"], \"session_ids\": [\"d352bb32-9790-40f5-8f53-d40a2856d3d9\", \"edfcd514-3aa2-443b-9d8d-065b0310829a\"], \"total_duration\": 166.0, \"total_sessions\": 2, \"mean_week_duration\": 7.905}, \"20018\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-01-21 13:53:47.000000+00:00\", \"2020-06-04 02:11:18.000000+00:00\", \"2022-06-27 03:58:52.000000+00:00\", \"2019-01-07 05:21:47.000000+00:00\"], \"session_ids\": [\"77e77c93-db59-4a3e-b98e-5f39ba88904e\", \"bee02786-6184-425b-b999-8cd55856e9f4\", \"fc7638d9-bdeb-4e8c-8bb1-e9140673ba15\", \"669f1afc-311c-4e8d-bd3f-596cd14b9881\"], \"total_duration\": 544.0, \"total_sessions\": 4, \"mean_week_duration\": 3.006}, \"92514\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-04-28 05:23:18.000000+00:00\", \"2021-09-21 20:21:57.000000+00:00\"], \"session_ids\": [\"bfa52a3b-587d-4695-a8ee-42b39d6af8f2\", \"ec9bc259-7169-4d6f-aa06-84bb31f8a58d\"], \"total_duration\": 265.0, \"total_sessions\": 2, \"mean_week_duration\": 8.281}, \"66409\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-08-21 03:48:35.000000+00:00\", \"2021-01-07 00:55:34.000000+00:00\"], \"session_ids\": [\"d9b0065d-f423-4d4f-aaab-3cb3fadd3a11\", \"36f6f563-f2cd-4dd2-9aab-c068b1fcd1a7\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 1.024}, \"8160\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-12 17:54:06.000000+00:00\", \"2020-08-12 13:43:10.000000+00:00\", \"2022-10-01 17:35:10.000000+00:00\"], \"session_ids\": [\"37f4bce1-fefe-46cc-a214-6eb2b7ab55fa\", \"6860d7c0-3792-4c2d-8f81-21b4be80b8e1\", \"5d21501e-8e54-43a9-9236-4762fc29e20b\"], \"total_duration\": 281.0, \"total_sessions\": 3, \"mean_week_duration\": 2.509}, \"83145\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-08 16:43:23.000000+00:00\", \"2019-09-30 20:04:19.000000+00:00\", \"2022-04-04 08:28:46.000000+00:00\", \"2020-06-20 16:10:50.000000+00:00\", \"2019-04-23 07:37:48.000000+00:00\", \"2021-05-24 11:07:07.000000+00:00\", \"2020-08-08 17:32:45.000000+00:00\", \"2022-05-17 01:08:03.000000+00:00\", \"2022-06-22 05:50:20.000000+00:00\", \"2022-05-09 12:42:55.000000+00:00\"], \"session_ids\": [\"194cd306-dbaa-449a-8780-d52deee7dccb\", \"f9b1277f-688c-4957-87bd-8e008be83745\", \"f8f70c06-385d-4729-8d8f-484fdae829ee\", \"fe1d8056-d735-4af5-a978-efb09cf134bc\", \"08a75d7a-d6dc-432b-a57a-71a4322cca34\", \"9da856fb-c983-42fe-acc4-8bcb427f4697\", \"1ecdcdd3-934c-4ed3-b144-49395485804f\", \"ca6b0836-0446-4cc5-bb94-6ced9b7601e4\", \"6cbdc1fa-ed7d-4ea5-a7ac-f697223acf95\", \"9f42cb99-570f-4dbd-95b9-02877977a77c\"], \"total_duration\": 10623.0, \"total_sessions\": 10, \"mean_week_duration\": 64.382}, \"47863\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2023-02-06 08:51:53.000000+00:00\", \"2022-03-02 05:22:40.000000+00:00\", \"2023-06-22 08:31:35.000000+00:00\"], \"session_ids\": [\"873248c3-e51e-44e9-98a6-aac24c98e907\", \"f38e4b77-2942-4251-a351-b419f7a4c867\", \"d2bc361d-20f2-4657-b673-b0aaf961ae5e\"], \"total_duration\": 331.0, \"total_sessions\": 3, \"mean_week_duration\": 4.797}, \"30723\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-08-07 18:04:15.000000+00:00\", \"2020-04-09 02:21:15.000000+00:00\", \"2020-05-03 15:14:30.000000+00:00\", \"2019-11-10 00:11:34.000000+00:00\"], \"session_ids\": [\"0c6ac734-ff2f-4135-a6c6-f9f19288549b\", \"3303b779-836d-4293-a9b7-f50fb1b503e4\", \"f83c7bac-6203-4c51-aebe-3f3d10aebdc3\", \"aa6eff7b-72f1-45c5-abfa-0586a434fd76\"], \"total_duration\": 219.0, \"total_sessions\": 4, \"mean_week_duration\": 1.531}, \"87762\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-09-16 17:10:22.000000+00:00\", \"2022-11-24 05:12:15.000000+00:00\", \"2022-12-18 22:37:55.000000+00:00\", \"2021-01-18 23:44:18.000000+00:00\", \"2022-06-12 12:34:27.000000+00:00\"], \"session_ids\": [\"65d30bdf-d8e5-4e96-96f8-e989490d1ab7\", \"9daec365-3879-4599-af4e-3785bcec7ddf\", \"6f4ca303-8a90-4794-b45c-f5534407c47a\", \"4c73eaeb-1ed9-42d8-9b00-b2be62bedfae\", \"af2e0ca4-ef41-4965-b997-503d88101811\"], \"total_duration\": 72.0, \"total_sessions\": 5, \"mean_week_duration\": 0.424}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or greater than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\"]]}, \"all_values\": {\"total_sessions\": [[5, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"83145\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-08 16:43:23.000000+00:00\", \"2019-09-30 20:04:19.000000+00:00\", \"2022-04-04 08:28:46.000000+00:00\", \"2020-06-20 16:10:50.000000+00:00\", \"2019-04-23 07:37:48.000000+00:00\", \"2021-05-24 11:07:07.000000+00:00\", \"2020-08-08 17:32:45.000000+00:00\", \"2022-05-17 01:08:03.000000+00:00\", \"2022-06-22 05:50:20.000000+00:00\", \"2022-05-09 12:42:55.000000+00:00\"], \"session_ids\": [\"194cd306-dbaa-449a-8780-d52deee7dccb\", \"f9b1277f-688c-4957-87bd-8e008be83745\", \"f8f70c06-385d-4729-8d8f-484fdae829ee\", \"fe1d8056-d735-4af5-a978-efb09cf134bc\", \"08a75d7a-d6dc-432b-a57a-71a4322cca34\", \"9da856fb-c983-42fe-acc4-8bcb427f4697\", \"1ecdcdd3-934c-4ed3-b144-49395485804f\", \"ca6b0836-0446-4cc5-bb94-6ced9b7601e4\", \"6cbdc1fa-ed7d-4ea5-a7ac-f697223acf95\", \"9f42cb99-570f-4dbd-95b9-02877977a77c\"], \"total_duration\": 10623.0, \"total_sessions\": 10, \"mean_week_duration\": 64.382}, \"87762\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-09-16 17:10:22.000000+00:00\", \"2022-11-24 05:12:15.000000+00:00\", \"2022-12-18 22:37:55.000000+00:00\", \"2021-01-18 23:44:18.000000+00:00\", \"2022-06-12 12:34:27.000000+00:00\"], \"session_ids\": [\"65d30bdf-d8e5-4e96-96f8-e989490d1ab7\", \"9daec365-3879-4599-af4e-3785bcec7ddf\", \"6f4ca303-8a90-4794-b45c-f5534407c47a\", \"4c73eaeb-1ed9-42d8-9b00-b2be62bedfae\", \"af2e0ca4-ef41-4965-b997-503d88101811\"], \"total_duration\": 72.0, \"total_sessions\": 5, \"mean_week_duration\": 0.424}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"87762\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-09-16 17:10:22.000000+00:00\", \"2022-11-24 05:12:15.000000+00:00\", \"2022-12-18 22:37:55.000000+00:00\", \"2021-01-18 23:44:18.000000+00:00\", \"2022-06-12 12:34:27.000000+00:00\"], \"session_ids\": [\"65d30bdf-d8e5-4e96-96f8-e989490d1ab7\", \"9daec365-3879-4599-af4e-3785bcec7ddf\", \"6f4ca303-8a90-4794-b45c-f5534407c47a\", \"4c73eaeb-1ed9-42d8-9b00-b2be62bedfae\", \"af2e0ca4-ef41-4965-b997-503d88101811\"], \"total_duration\": 72.0, \"total_sessions\": 5, \"mean_week_duration\": 0.424}}, {\"83145\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-08 16:43:23.000000+00:00\", \"2019-09-30 20:04:19.000000+00:00\", \"2022-04-04 08:28:46.000000+00:00\", \"2020-06-20 16:10:50.000000+00:00\", \"2019-04-23 07:37:48.000000+00:00\", \"2021-05-24 11:07:07.000000+00:00\", \"2020-08-08 17:32:45.000000+00:00\", \"2022-05-17 01:08:03.000000+00:00\", \"2022-06-22 05:50:20.000000+00:00\", \"2022-05-09 12:42:55.000000+00:00\"], \"session_ids\": [\"194cd306-dbaa-449a-8780-d52deee7dccb\", \"f9b1277f-688c-4957-87bd-8e008be83745\", \"f8f70c06-385d-4729-8d8f-484fdae829ee\", \"fe1d8056-d735-4af5-a978-efb09cf134bc\", \"08a75d7a-d6dc-432b-a57a-71a4322cca34\", \"9da856fb-c983-42fe-acc4-8bcb427f4697\", \"1ecdcdd3-934c-4ed3-b144-49395485804f\", \"ca6b0836-0446-4cc5-bb94-6ced9b7601e4\", \"6cbdc1fa-ed7d-4ea5-a7ac-f697223acf95\", \"9f42cb99-570f-4dbd-95b9-02877977a77c\"], \"total_duration\": 10623.0, \"total_sessions\": 10, \"mean_week_duration\": 64.382}}]\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[{\"87762\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-09-16 17:10:22.000000+00:00\", \"2022-11-24 05:12:15.000000+00:00\", \"2022-12-18 22:37:55.000000+00:00\", \"2021-01-18 23:44:18.000000+00:00\", \"2022-06-12 12:34:27.000000+00:00\"], \"session_ids\": [\"65d30bdf-d8e5-4e96-96f8-e989490d1ab7\", \"9daec365-3879-4599-af4e-3785bcec7ddf\", \"6f4ca303-8a90-4794-b45c-f5534407c47a\", \"4c73eaeb-1ed9-42d8-9b00-b2be62bedfae\", \"af2e0ca4-ef41-4965-b997-503d88101811\"], \"total_duration\": 72.0, \"total_sessions\": 5, \"mean_week_duration\": 0.424}}, {\"83145\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-08 16:43:23.000000+00:00\", \"2019-09-30 20:04:19.000000+00:00\", \"2022-04-04 08:28:46.000000+00:00\", \"2020-06-20 16:10:50.000000+00:00\", \"2019-04-23 07:37:48.000000+00:00\", \"2021-05-24 11:07:07.000000+00:00\", \"2020-08-08 17:32:45.000000+00:00\", \"2022-05-17 01:08:03.000000+00:00\", \"2022-06-22 05:50:20.000000+00:00\", \"2022-05-09 12:42:55.000000+00:00\"], \"session_ids\": [\"194cd306-dbaa-449a-8780-d52deee7dccb\", \"f9b1277f-688c-4957-87bd-8e008be83745\", \"f8f70c06-385d-4729-8d8f-484fdae829ee\", \"fe1d8056-d735-4af5-a978-efb09cf134bc\", \"08a75d7a-d6dc-432b-a57a-71a4322cca34\", \"9da856fb-c983-42fe-acc4-8bcb427f4697\", \"1ecdcdd3-934c-4ed3-b144-49395485804f\", \"ca6b0836-0446-4cc5-bb94-6ced9b7601e4\", \"6cbdc1fa-ed7d-4ea5-a7ac-f697223acf95\", \"9f42cb99-570f-4dbd-95b9-02877977a77c\"], \"total_duration\": 10623.0, \"total_sessions\": 10, \"mean_week_duration\": 64.382}}]\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[{\"87762\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-09-16 17:10:22.000000+00:00\", \"2022-11-24 05:12:15.000000+00:00\", \"2022-12-18 22:37:55.000000+00:00\", \"2021-01-18 23:44:18.000000+00:00\", \"2022-06-12 12:34:27.000000+00:00\"], \"session_ids\": [\"65d30bdf-d8e5-4e96-96f8-e989490d1ab7\", \"9daec365-3879-4599-af4e-3785bcec7ddf\", \"6f4ca303-8a90-4794-b45c-f5534407c47a\", \"4c73eaeb-1ed9-42d8-9b00-b2be62bedfae\", \"af2e0ca4-ef41-4965-b997-503d88101811\"], \"total_duration\": 72.0, \"total_sessions\": 5, \"mean_week_duration\": 0.424}}, {\"83145\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-08 16:43:23.000000+00:00\", \"2019-09-30 20:04:19.000000+00:00\", \"2022-04-04 08:28:46.000000+00:00\", \"2020-06-20 16:10:50.000000+00:00\", \"2019-04-23 07:37:48.000000+00:00\", \"2021-05-24 11:07:07.000000+00:00\", \"2020-08-08 17:32:45.000000+00:00\", \"2022-05-17 01:08:03.000000+00:00\", \"2022-06-22 05:50:20.000000+00:00\", \"2022-05-09 12:42:55.000000+00:00\"], \"session_ids\": [\"194cd306-dbaa-449a-8780-d52deee7dccb\", \"f9b1277f-688c-4957-87bd-8e008be83745\", \"f8f70c06-385d-4729-8d8f-484fdae829ee\", \"fe1d8056-d735-4af5-a978-efb09cf134bc\", \"08a75d7a-d6dc-432b-a57a-71a4322cca34\", \"9da856fb-c983-42fe-acc4-8bcb427f4697\", \"1ecdcdd3-934c-4ed3-b144-49395485804f\", \"ca6b0836-0446-4cc5-bb94-6ced9b7601e4\", \"6cbdc1fa-ed7d-4ea5-a7ac-f697223acf95\", \"9f42cb99-570f-4dbd-95b9-02877977a77c\"], \"total_duration\": 10623.0, \"total_sessions\": 10, \"mean_week_duration\": 64.382}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about users whose sum of duration exceeds 1221 while staying below 3533, exclusively 3533 plus sort by sessions count 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{\"62016\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-02-21 22:04:48.000000+00:00\", \"2020-07-07 04:40:09.000000+00:00\", \"2023-03-22 17:41:26.000000+00:00\", \"2023-01-22 00:56:22.000000+00:00\", \"2022-09-27 23:50:26.000000+00:00\", \"2021-05-30 10:10:32.000000+00:00\", \"2022-09-04 01:01:25.000000+00:00\", \"2019-09-28 10:53:30.000000+00:00\", \"2019-10-28 07:36:47.000000+00:00\", \"2022-12-29 02:19:34.000000+00:00\", \"2020-05-12 16:41:42.000000+00:00\"], \"session_ids\": [\"72e6007f-3b0b-4cae-a6a0-6bbcbdbd0f90\", \"0ac0064d-c8eb-4b3a-873b-6ba8faf2c6c7\", \"506e6a22-33fd-426c-a117-70212ed6adf2\", \"100bee80-58f2-4ac7-8493-092e819e627c\", \"2116d7bf-0cb3-4098-a65c-1bc1d1d6788d\", \"f89669b0-24b6-4b39-90a5-019970fb96e4\", \"cc78b5a3-58b1-4692-a4eb-0fdd9c7177e2\", \"9c37674b-193b-4d0c-8090-9c3bbd6fd24b\", \"bcd2d950-198a-49e1-8048-61bc558ac221\", \"cf5ed324-e8a5-44ef-a967-f02dfb40f915\", \"af3aef44-21a4-480f-a512-e0af7a3763fd\"], \"total_duration\": 1594.0, \"total_sessions\": 11, \"mean_week_duration\": 8.758}, \"4411\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-12-22 03:14:56.000000+00:00\", \"2022-10-08 01:15:47.000000+00:00\", \"2023-05-14 00:14:18.000000+00:00\", \"2021-02-23 00:20:03.000000+00:00\"], \"session_ids\": [\"3395baf0-0a99-4143-aa41-3d3d09c800bb\", \"5b5a01fc-a6c3-4d68-9a7c-89c4966bc884\", \"5e2ace70-25c9-49ca-b097-548e5008fd76\", \"902e0011-7652-4577-838a-851aec160db9\"], \"total_duration\": 296.0, \"total_sessions\": 4, \"mean_week_duration\": 2.552}, \"34982\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-01-11 10:49:08.000000+00:00\", \"2021-07-23 10:45:05.000000+00:00\", \"2020-04-24 10:19:42.000000+00:00\"], \"session_ids\": [\"5da9fdc5-3c25-4f82-a693-7019ef2968ba\", \"37b15052-a603-4969-8117-51551ef8e6ba\", \"6c508768-625f-4e51-89cc-c7fe5899c0f0\"], \"total_duration\": 867.0, \"total_sessions\": 3, \"mean_week_duration\": 6.568}, \"5539\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-03-02 05:45:40.000000+00:00\", \"2021-03-08 16:12:52.000000+00:00\"], \"session_ids\": [\"caf78b35-b761-4bf0-805b-72c8a2dc419c\", \"a85f60c1-18b3-4907-b73c-ca7785ad77ca\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 2.491}, \"87557\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-06-24 02:34:54.000000+00:00\", \"2020-08-12 11:00:13.000000+00:00\", \"2021-01-12 05:29:04.000000+00:00\"], \"session_ids\": [\"83ceef2f-644d-4273-9323-47bd213b3b6b\", \"0d1900ea-06d3-420e-9dde-ef33b6e2a004\", \"676a457b-a01a-4d9a-b0bb-31d55b3553f7\"], \"total_duration\": 303.0, \"total_sessions\": 3, \"mean_week_duration\": 6.733}, \"47695\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-03-07 21:20:18.000000+00:00\", \"2019-10-24 10:04:30.000000+00:00\", \"2019-02-16 12:00:31.000000+00:00\", \"2020-09-08 02:58:54.000000+00:00\", \"2021-10-05 12:53:02.000000+00:00\", \"2022-04-29 22:46:46.000000+00:00\", \"2023-06-15 07:05:33.000000+00:00\", \"2021-12-02 06:13:58.000000+00:00\", \"2022-07-25 16:31:06.000000+00:00\", \"2020-11-22 21:42:04.000000+00:00\"], \"session_ids\": [\"7c8d28cf-0cb0-4310-bf70-27c2f1911d66\", \"2b8d2e13-0661-4163-868c-3e7eefc37069\", \"1f82dd3b-e809-4945-987c-dc41b81b828e\", \"56057e7c-262a-4023-bb7c-5d0a086e9e19\", \"2a946241-3651-47f1-9ffe-1a7094a5f350\", \"b8a1d0f5-1625-4e48-b637-7f66ac3133d6\", \"e12a44b2-dc15-4144-8dcd-19d46ee2c538\", \"60734569-3d31-4e73-9c35-315756fdf12f\", \"47f5a2a7-ba73-42be-bad7-5953baea50a6\", \"aac7b975-ffef-4e5b-8b44-e138ede763e8\"], \"total_duration\": 5477.0, \"total_sessions\": 10, \"mean_week_duration\": 24.235}, \"56757\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-07-23 09:24:48.000000+00:00\", \"2022-05-01 09:14:57.000000+00:00\"], \"session_ids\": [\"735b93a0-089e-4036-9936-ded21f25b895\", \"aa61bd5f-523e-41f3-8ce4-d1c49a1443bc\"], \"total_duration\": 465.0, \"total_sessions\": 2, \"mean_week_duration\": 11.341}, \"73085\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-06-29 13:48:57.000000+00:00\", \"2021-04-14 04:03:09.000000+00:00\", \"2020-10-07 10:00:57.000000+00:00\", \"2023-02-08 23:29:16.000000+00:00\", \"2021-12-20 03:20:45.000000+00:00\", \"2019-09-26 06:39:11.000000+00:00\"], \"session_ids\": [\"ff6d6969-4eda-411a-a26d-dd08b320c94b\", \"db2c6006-3cf2-4510-b54c-b4b689c6fe9a\", \"fe59bcc3-4d27-4bca-85b9-f83933b08f76\", \"6bd49e3a-3c13-4284-a48e-0f312bae517a\", \"44950fd8-33df-4500-ba68-d641282d071b\", \"e3f1b8c4-8f81-449f-9c14-4745ce8ee541\"], \"total_duration\": 3821.0, \"total_sessions\": 6, \"mean_week_duration\": 21.71}, \"45207\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-07-21 00:32:56.000000+00:00\", \"2022-09-22 10:10:19.000000+00:00\", \"2021-09-24 21:37:00.000000+00:00\"], \"session_ids\": [\"6155008a-91f8-4f60-8431-b9edc9401c57\", \"ffea20e6-16fa-4745-acc0-6ed72d346c64\", \"4f6896ae-3981-45a9-8b4f-78cd1fc13d6e\"], \"total_duration\": 179.0, \"total_sessions\": 3, \"mean_week_duration\": 1.57}, \"29468\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-09-19 19:39:02.000000+00:00\", \"2021-01-13 13:42:29.000000+00:00\", \"2019-11-28 12:09:19.000000+00:00\"], \"session_ids\": [\"b01efb91-2f97-4dfd-954d-7fe2a45ad731\", \"550b53d5-faf8-40cb-898a-1cd3aef6e5cc\", \"9d5d851e-6560-4894-9107-d4498270be86\"], \"total_duration\": 285.0, \"total_sessions\": 3, \"mean_week_duration\": 4.831}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or greater than 1221 and are less than 3533"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_duration\": [[1221, 3533]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"62016\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-02-21 22:04:48.000000+00:00\", \"2020-07-07 04:40:09.000000+00:00\", \"2023-03-22 17:41:26.000000+00:00\", \"2023-01-22 00:56:22.000000+00:00\", \"2022-09-27 23:50:26.000000+00:00\", \"2021-05-30 10:10:32.000000+00:00\", \"2022-09-04 01:01:25.000000+00:00\", \"2019-09-28 10:53:30.000000+00:00\", \"2019-10-28 07:36:47.000000+00:00\", \"2022-12-29 02:19:34.000000+00:00\", \"2020-05-12 16:41:42.000000+00:00\"], \"session_ids\": [\"72e6007f-3b0b-4cae-a6a0-6bbcbdbd0f90\", \"0ac0064d-c8eb-4b3a-873b-6ba8faf2c6c7\", \"506e6a22-33fd-426c-a117-70212ed6adf2\", \"100bee80-58f2-4ac7-8493-092e819e627c\", \"2116d7bf-0cb3-4098-a65c-1bc1d1d6788d\", \"f89669b0-24b6-4b39-90a5-019970fb96e4\", \"cc78b5a3-58b1-4692-a4eb-0fdd9c7177e2\", \"9c37674b-193b-4d0c-8090-9c3bbd6fd24b\", \"bcd2d950-198a-49e1-8048-61bc558ac221\", \"cf5ed324-e8a5-44ef-a967-f02dfb40f915\", \"af3aef44-21a4-480f-a512-e0af7a3763fd\"], \"total_duration\": 1594.0, \"total_sessions\": 11, \"mean_week_duration\": 8.758}}\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[{\"62016\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-02-21 22:04:48.000000+00:00\", \"2020-07-07 04:40:09.000000+00:00\", \"2023-03-22 17:41:26.000000+00:00\", \"2023-01-22 00:56:22.000000+00:00\", \"2022-09-27 23:50:26.000000+00:00\", \"2021-05-30 10:10:32.000000+00:00\", \"2022-09-04 01:01:25.000000+00:00\", \"2019-09-28 10:53:30.000000+00:00\", \"2019-10-28 07:36:47.000000+00:00\", \"2022-12-29 02:19:34.000000+00:00\", \"2020-05-12 16:41:42.000000+00:00\"], \"session_ids\": [\"72e6007f-3b0b-4cae-a6a0-6bbcbdbd0f90\", \"0ac0064d-c8eb-4b3a-873b-6ba8faf2c6c7\", \"506e6a22-33fd-426c-a117-70212ed6adf2\", \"100bee80-58f2-4ac7-8493-092e819e627c\", \"2116d7bf-0cb3-4098-a65c-1bc1d1d6788d\", \"f89669b0-24b6-4b39-90a5-019970fb96e4\", \"cc78b5a3-58b1-4692-a4eb-0fdd9c7177e2\", \"9c37674b-193b-4d0c-8090-9c3bbd6fd24b\", \"bcd2d950-198a-49e1-8048-61bc558ac221\", \"cf5ed324-e8a5-44ef-a967-f02dfb40f915\", \"af3aef44-21a4-480f-a512-e0af7a3763fd\"], \"total_duration\": 1594.0, \"total_sessions\": 11, \"mean_week_duration\": 8.758}}]\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[{\"62016\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-02-21 22:04:48.000000+00:00\", \"2020-07-07 04:40:09.000000+00:00\", \"2023-03-22 17:41:26.000000+00:00\", \"2023-01-22 00:56:22.000000+00:00\", \"2022-09-27 23:50:26.000000+00:00\", \"2021-05-30 10:10:32.000000+00:00\", \"2022-09-04 01:01:25.000000+00:00\", \"2019-09-28 10:53:30.000000+00:00\", \"2019-10-28 07:36:47.000000+00:00\", \"2022-12-29 02:19:34.000000+00:00\", \"2020-05-12 16:41:42.000000+00:00\"], \"session_ids\": [\"72e6007f-3b0b-4cae-a6a0-6bbcbdbd0f90\", \"0ac0064d-c8eb-4b3a-873b-6ba8faf2c6c7\", \"506e6a22-33fd-426c-a117-70212ed6adf2\", \"100bee80-58f2-4ac7-8493-092e819e627c\", \"2116d7bf-0cb3-4098-a65c-1bc1d1d6788d\", \"f89669b0-24b6-4b39-90a5-019970fb96e4\", \"cc78b5a3-58b1-4692-a4eb-0fdd9c7177e2\", \"9c37674b-193b-4d0c-8090-9c3bbd6fd24b\", \"bcd2d950-198a-49e1-8048-61bc558ac221\", \"cf5ed324-e8a5-44ef-a967-f02dfb40f915\", \"af3aef44-21a4-480f-a512-e0af7a3763fd\"], \"total_duration\": 1594.0, \"total_sessions\": 11, \"mean_week_duration\": 8.758}}]\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 user who isn't living in city Toronto as well as apply sorting by average_week_duration in descending order as well as get rid of all entries, except 3."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"33499\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-01-29 00:35:10.000000+00:00\", \"2019-07-20 22:41:51.000000+00:00\", \"2022-05-14 17:55:56.000000+00:00\"], \"session_ids\": [\"240b4e60-9c3f-4889-9464-26ac09c10f03\", \"f4e7bf30-9f8f-4d0d-9135-b3d540a3174b\", \"c64b8af1-01ed-45a9-acf0-25aa18da245c\"], \"total_duration\": 1087.0, \"total_sessions\": 3, \"mean_week_duration\": 7.395}, \"21945\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-11-12 19:45:00.000000+00:00\", \"2020-03-07 09:41:17.000000+00:00\", \"2023-03-08 11:29:44.000000+00:00\"], \"session_ids\": [\"40271e52-e4f3-4cec-bab1-4e817c4ef62a\", \"5bbff26e-10ee-4ae1-aa6c-4d61826eeba0\", \"1c9b0f46-6136-49aa-a9b9-4d5848e3a569\"], \"total_duration\": 829.0, \"total_sessions\": 3, \"mean_week_duration\": 5.28}, \"35726\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-10-02 04:03:35.000000+00:00\", \"2019-11-01 19:55:46.000000+00:00\"], \"session_ids\": [\"eddfb93d-ea48-4256-b5dc-0335c793fa96\", \"85ebf161-d131-4450-885a-231780d2cadd\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.157}, \"74199\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-11-02 06:22:56.000000+00:00\", \"2021-10-17 06:07:05.000000+00:00\", \"2019-04-27 00:12:33.000000+00:00\"], \"session_ids\": [\"3fbd6afb-55dd-4fa0-92ea-cd629c926317\", \"88a8e6b8-f586-4e88-b637-4b9675dc3ead\", \"a2f958e0-f1ca-49fe-9717-8dc19678fa4e\"], \"total_duration\": 947.0, \"total_sessions\": 3, \"mean_week_duration\": 5.147}, \"79217\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-08-04 21:26:37.000000+00:00\", \"2019-04-19 14:06:10.000000+00:00\", \"2023-04-04 04:41:40.000000+00:00\"], \"session_ids\": [\"45696e19-6df7-4946-9142-d393895c2199\", \"2d708cb2-8f4e-4906-bb75-993c40582382\", \"1f57a585-7a79-4746-92dd-674970a0781b\"], \"total_duration\": 64.0, \"total_sessions\": 3, \"mean_week_duration\": 0.309}, \"64039\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-10-24 10:30:17.000000+00:00\", \"2023-04-24 05:41:27.000000+00:00\", \"2021-01-28 00:09:25.000000+00:00\"], \"session_ids\": [\"ea5f776e-466c-49cb-a795-f597d1894a0c\", \"7a91ef34-0468-4c10-987e-7c9cff27a88d\", \"5d4db306-cbe5-41ac-a76b-f1aa7ea73396\"], \"total_duration\": 30.0, \"total_sessions\": 3, \"mean_week_duration\": 0.256}, \"54290\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-28 17:59:02.000000+00:00\", \"2021-03-19 18:16:57.000000+00:00\"], \"session_ids\": [\"50a9dcd7-92b1-42ff-ba19-e9f066e44516\", \"6d24821b-e79c-4ba8-b6b2-34a28e6cdaf3\"], \"total_duration\": 145.0, \"total_sessions\": 2, \"mean_week_duration\": 3.537}, \"34533\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-10-30 12:37:14.000000+00:00\", \"2020-08-14 14:54:49.000000+00:00\", \"2022-03-10 21:03:28.000000+00:00\"], \"session_ids\": [\"7a8b2750-9b57-47fe-abe1-0a0fa02461cb\", \"a931bb5d-7d76-45d0-a222-ca505545f8a9\", \"81cb58cb-6b6f-40a1-8a65-0ea3d5edeff9\"], \"total_duration\": 232.0, \"total_sessions\": 3, \"mean_week_duration\": 2.829}, \"16633\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Vienna\", \"datetimes\": [\"2023-01-30 13:06:19.000000+00:00\", \"2021-04-10 22:40:14.000000+00:00\", \"2019-08-02 23:35:39.000000+00:00\", \"2019-03-13 23:15:45.000000+00:00\", \"2022-09-17 07:15:51.000000+00:00\", \"2022-01-19 03:24:18.000000+00:00\", \"2021-05-25 22:41:38.000000+00:00\", \"2020-06-04 12:42:09.000000+00:00\"], \"session_ids\": [\"606ba5ec-03a0-4306-8f15-a007c30c09d3\", \"a534b79c-4979-41b4-9aa6-a7876b11d15a\", \"ea87a8f7-0dd5-4cad-bcaf-690899cb768a\", \"3b7814a8-e48b-4cfd-aa48-db510584db9c\", \"f1cdcec5-4b31-4793-9537-2b2e1f8c9797\", \"c34570fb-5108-41cf-89cb-4cc249dce1f0\", \"06a4100c-d9d5-4036-b97e-247429f8763d\", \"431a5df8-49b3-401c-bcb7-0ead1aace8cd\"], \"total_duration\": 69.0, \"total_sessions\": 8, \"mean_week_duration\": 0.34}, \"61105\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-09-14 12:51:25.000000+00:00\", \"2019-08-14 21:38:13.000000+00:00\"], \"session_ids\": [\"882c39ec-2976-4c2d-8ada-1fe6ad352e58\", \"52411bbb-f7bd-4bd7-b015-7537e4adc0d9\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 3.228}}\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{\"33499\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-01-29 00:35:10.000000+00:00\", \"2019-07-20 22:41:51.000000+00:00\", \"2022-05-14 17:55:56.000000+00:00\"], \"session_ids\": [\"240b4e60-9c3f-4889-9464-26ac09c10f03\", \"f4e7bf30-9f8f-4d0d-9135-b3d540a3174b\", \"c64b8af1-01ed-45a9-acf0-25aa18da245c\"], \"total_duration\": 1087.0, \"total_sessions\": 3, \"mean_week_duration\": 7.395}, \"21945\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-11-12 19:45:00.000000+00:00\", \"2020-03-07 09:41:17.000000+00:00\", \"2023-03-08 11:29:44.000000+00:00\"], \"session_ids\": [\"40271e52-e4f3-4cec-bab1-4e817c4ef62a\", \"5bbff26e-10ee-4ae1-aa6c-4d61826eeba0\", \"1c9b0f46-6136-49aa-a9b9-4d5848e3a569\"], \"total_duration\": 829.0, \"total_sessions\": 3, \"mean_week_duration\": 5.28}, \"35726\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-10-02 04:03:35.000000+00:00\", \"2019-11-01 19:55:46.000000+00:00\"], \"session_ids\": [\"eddfb93d-ea48-4256-b5dc-0335c793fa96\", \"85ebf161-d131-4450-885a-231780d2cadd\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.157}, \"74199\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-11-02 06:22:56.000000+00:00\", \"2021-10-17 06:07:05.000000+00:00\", \"2019-04-27 00:12:33.000000+00:00\"], \"session_ids\": [\"3fbd6afb-55dd-4fa0-92ea-cd629c926317\", \"88a8e6b8-f586-4e88-b637-4b9675dc3ead\", \"a2f958e0-f1ca-49fe-9717-8dc19678fa4e\"], \"total_duration\": 947.0, \"total_sessions\": 3, \"mean_week_duration\": 5.147}, \"79217\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-08-04 21:26:37.000000+00:00\", \"2019-04-19 14:06:10.000000+00:00\", \"2023-04-04 04:41:40.000000+00:00\"], \"session_ids\": [\"45696e19-6df7-4946-9142-d393895c2199\", \"2d708cb2-8f4e-4906-bb75-993c40582382\", \"1f57a585-7a79-4746-92dd-674970a0781b\"], \"total_duration\": 64.0, \"total_sessions\": 3, \"mean_week_duration\": 0.309}, \"64039\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-10-24 10:30:17.000000+00:00\", \"2023-04-24 05:41:27.000000+00:00\", \"2021-01-28 00:09:25.000000+00:00\"], \"session_ids\": [\"ea5f776e-466c-49cb-a795-f597d1894a0c\", \"7a91ef34-0468-4c10-987e-7c9cff27a88d\", \"5d4db306-cbe5-41ac-a76b-f1aa7ea73396\"], \"total_duration\": 30.0, \"total_sessions\": 3, \"mean_week_duration\": 0.256}, \"54290\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-28 17:59:02.000000+00:00\", \"2021-03-19 18:16:57.000000+00:00\"], \"session_ids\": [\"50a9dcd7-92b1-42ff-ba19-e9f066e44516\", \"6d24821b-e79c-4ba8-b6b2-34a28e6cdaf3\"], \"total_duration\": 145.0, \"total_sessions\": 2, \"mean_week_duration\": 3.537}, \"34533\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-10-30 12:37:14.000000+00:00\", \"2020-08-14 14:54:49.000000+00:00\", \"2022-03-10 21:03:28.000000+00:00\"], \"session_ids\": [\"7a8b2750-9b57-47fe-abe1-0a0fa02461cb\", \"a931bb5d-7d76-45d0-a222-ca505545f8a9\", \"81cb58cb-6b6f-40a1-8a65-0ea3d5edeff9\"], \"total_duration\": 232.0, \"total_sessions\": 3, \"mean_week_duration\": 2.829}, \"16633\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Vienna\", \"datetimes\": [\"2023-01-30 13:06:19.000000+00:00\", \"2021-04-10 22:40:14.000000+00:00\", \"2019-08-02 23:35:39.000000+00:00\", \"2019-03-13 23:15:45.000000+00:00\", \"2022-09-17 07:15:51.000000+00:00\", \"2022-01-19 03:24:18.000000+00:00\", \"2021-05-25 22:41:38.000000+00:00\", \"2020-06-04 12:42:09.000000+00:00\"], \"session_ids\": [\"606ba5ec-03a0-4306-8f15-a007c30c09d3\", \"a534b79c-4979-41b4-9aa6-a7876b11d15a\", \"ea87a8f7-0dd5-4cad-bcaf-690899cb768a\", \"3b7814a8-e48b-4cfd-aa48-db510584db9c\", \"f1cdcec5-4b31-4793-9537-2b2e1f8c9797\", \"c34570fb-5108-41cf-89cb-4cc249dce1f0\", \"06a4100c-d9d5-4036-b97e-247429f8763d\", \"431a5df8-49b3-401c-bcb7-0ead1aace8cd\"], \"total_duration\": 69.0, \"total_sessions\": 8, \"mean_week_duration\": 0.34}, \"61105\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-09-14 12:51:25.000000+00:00\", \"2019-08-14 21:38:13.000000+00:00\"], \"session_ids\": [\"882c39ec-2976-4c2d-8ada-1fe6ad352e58\", \"52411bbb-f7bd-4bd7-b015-7537e4adc0d9\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 3.228}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"33499\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-01-29 00:35:10.000000+00:00\", \"2019-07-20 22:41:51.000000+00:00\", \"2022-05-14 17:55:56.000000+00:00\"], \"session_ids\": [\"240b4e60-9c3f-4889-9464-26ac09c10f03\", \"f4e7bf30-9f8f-4d0d-9135-b3d540a3174b\", \"c64b8af1-01ed-45a9-acf0-25aa18da245c\"], \"total_duration\": 1087.0, \"total_sessions\": 3, \"mean_week_duration\": 7.395}}, {\"21945\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-11-12 19:45:00.000000+00:00\", \"2020-03-07 09:41:17.000000+00:00\", \"2023-03-08 11:29:44.000000+00:00\"], \"session_ids\": [\"40271e52-e4f3-4cec-bab1-4e817c4ef62a\", \"5bbff26e-10ee-4ae1-aa6c-4d61826eeba0\", \"1c9b0f46-6136-49aa-a9b9-4d5848e3a569\"], \"total_duration\": 829.0, \"total_sessions\": 3, \"mean_week_duration\": 5.28}}, {\"74199\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-11-02 06:22:56.000000+00:00\", \"2021-10-17 06:07:05.000000+00:00\", \"2019-04-27 00:12:33.000000+00:00\"], \"session_ids\": [\"3fbd6afb-55dd-4fa0-92ea-cd629c926317\", \"88a8e6b8-f586-4e88-b637-4b9675dc3ead\", \"a2f958e0-f1ca-49fe-9717-8dc19678fa4e\"], \"total_duration\": 947.0, \"total_sessions\": 3, \"mean_week_duration\": 5.147}}, {\"54290\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-28 17:59:02.000000+00:00\", \"2021-03-19 18:16:57.000000+00:00\"], \"session_ids\": [\"50a9dcd7-92b1-42ff-ba19-e9f066e44516\", \"6d24821b-e79c-4ba8-b6b2-34a28e6cdaf3\"], \"total_duration\": 145.0, \"total_sessions\": 2, \"mean_week_duration\": 3.537}}, {\"61105\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-09-14 12:51:25.000000+00:00\", \"2019-08-14 21:38:13.000000+00:00\"], \"session_ids\": [\"882c39ec-2976-4c2d-8ada-1fe6ad352e58\", \"52411bbb-f7bd-4bd7-b015-7537e4adc0d9\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 3.228}}, {\"34533\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-10-30 12:37:14.000000+00:00\", \"2020-08-14 14:54:49.000000+00:00\", \"2022-03-10 21:03:28.000000+00:00\"], \"session_ids\": [\"7a8b2750-9b57-47fe-abe1-0a0fa02461cb\", \"a931bb5d-7d76-45d0-a222-ca505545f8a9\", \"81cb58cb-6b6f-40a1-8a65-0ea3d5edeff9\"], \"total_duration\": 232.0, \"total_sessions\": 3, \"mean_week_duration\": 2.829}}, {\"16633\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Vienna\", \"datetimes\": [\"2023-01-30 13:06:19.000000+00:00\", \"2021-04-10 22:40:14.000000+00:00\", \"2019-08-02 23:35:39.000000+00:00\", \"2019-03-13 23:15:45.000000+00:00\", \"2022-09-17 07:15:51.000000+00:00\", \"2022-01-19 03:24:18.000000+00:00\", \"2021-05-25 22:41:38.000000+00:00\", \"2020-06-04 12:42:09.000000+00:00\"], \"session_ids\": [\"606ba5ec-03a0-4306-8f15-a007c30c09d3\", \"a534b79c-4979-41b4-9aa6-a7876b11d15a\", \"ea87a8f7-0dd5-4cad-bcaf-690899cb768a\", \"3b7814a8-e48b-4cfd-aa48-db510584db9c\", \"f1cdcec5-4b31-4793-9537-2b2e1f8c9797\", \"c34570fb-5108-41cf-89cb-4cc249dce1f0\", \"06a4100c-d9d5-4036-b97e-247429f8763d\", \"431a5df8-49b3-401c-bcb7-0ead1aace8cd\"], \"total_duration\": 69.0, \"total_sessions\": 8, \"mean_week_duration\": 0.34}}, {\"79217\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-08-04 21:26:37.000000+00:00\", \"2019-04-19 14:06:10.000000+00:00\", \"2023-04-04 04:41:40.000000+00:00\"], \"session_ids\": [\"45696e19-6df7-4946-9142-d393895c2199\", \"2d708cb2-8f4e-4906-bb75-993c40582382\", \"1f57a585-7a79-4746-92dd-674970a0781b\"], \"total_duration\": 64.0, \"total_sessions\": 3, \"mean_week_duration\": 0.309}}, {\"64039\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-10-24 10:30:17.000000+00:00\", \"2023-04-24 05:41:27.000000+00:00\", \"2021-01-28 00:09:25.000000+00:00\"], \"session_ids\": [\"ea5f776e-466c-49cb-a795-f597d1894a0c\", \"7a91ef34-0468-4c10-987e-7c9cff27a88d\", \"5d4db306-cbe5-41ac-a76b-f1aa7ea73396\"], \"total_duration\": 30.0, \"total_sessions\": 3, \"mean_week_duration\": 0.256}}, {\"35726\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-10-02 04:03:35.000000+00:00\", \"2019-11-01 19:55:46.000000+00:00\"], \"session_ids\": [\"eddfb93d-ea48-4256-b5dc-0335c793fa96\", \"85ebf161-d131-4450-885a-231780d2cadd\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.157}}]\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[{\"33499\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-01-29 00:35:10.000000+00:00\", \"2019-07-20 22:41:51.000000+00:00\", \"2022-05-14 17:55:56.000000+00:00\"], \"session_ids\": [\"240b4e60-9c3f-4889-9464-26ac09c10f03\", \"f4e7bf30-9f8f-4d0d-9135-b3d540a3174b\", \"c64b8af1-01ed-45a9-acf0-25aa18da245c\"], \"total_duration\": 1087.0, \"total_sessions\": 3, \"mean_week_duration\": 7.395}}, {\"21945\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-11-12 19:45:00.000000+00:00\", \"2020-03-07 09:41:17.000000+00:00\", \"2023-03-08 11:29:44.000000+00:00\"], \"session_ids\": [\"40271e52-e4f3-4cec-bab1-4e817c4ef62a\", \"5bbff26e-10ee-4ae1-aa6c-4d61826eeba0\", \"1c9b0f46-6136-49aa-a9b9-4d5848e3a569\"], \"total_duration\": 829.0, \"total_sessions\": 3, \"mean_week_duration\": 5.28}}, {\"74199\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-11-02 06:22:56.000000+00:00\", \"2021-10-17 06:07:05.000000+00:00\", \"2019-04-27 00:12:33.000000+00:00\"], \"session_ids\": [\"3fbd6afb-55dd-4fa0-92ea-cd629c926317\", \"88a8e6b8-f586-4e88-b637-4b9675dc3ead\", \"a2f958e0-f1ca-49fe-9717-8dc19678fa4e\"], \"total_duration\": 947.0, \"total_sessions\": 3, \"mean_week_duration\": 5.147}}]\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[{\"33499\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-01-29 00:35:10.000000+00:00\", \"2019-07-20 22:41:51.000000+00:00\", \"2022-05-14 17:55:56.000000+00:00\"], \"session_ids\": [\"240b4e60-9c3f-4889-9464-26ac09c10f03\", \"f4e7bf30-9f8f-4d0d-9135-b3d540a3174b\", \"c64b8af1-01ed-45a9-acf0-25aa18da245c\"], \"total_duration\": 1087.0, \"total_sessions\": 3, \"mean_week_duration\": 7.395}}, {\"21945\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-11-12 19:45:00.000000+00:00\", \"2020-03-07 09:41:17.000000+00:00\", \"2023-03-08 11:29:44.000000+00:00\"], \"session_ids\": [\"40271e52-e4f3-4cec-bab1-4e817c4ef62a\", \"5bbff26e-10ee-4ae1-aa6c-4d61826eeba0\", \"1c9b0f46-6136-49aa-a9b9-4d5848e3a569\"], \"total_duration\": 829.0, \"total_sessions\": 3, \"mean_week_duration\": 5.28}}, {\"74199\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-11-02 06:22:56.000000+00:00\", \"2021-10-17 06:07:05.000000+00:00\", \"2019-04-27 00:12:33.000000+00:00\"], \"session_ids\": [\"3fbd6afb-55dd-4fa0-92ea-cd629c926317\", \"88a8e6b8-f586-4e88-b637-4b9675dc3ead\", \"a2f958e0-f1ca-49fe-9717-8dc19678fa4e\"], \"total_duration\": 947.0, \"total_sessions\": 3, \"mean_week_duration\": 5.147}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Give me details on 3 users with a overall total sessions that is higher than 4 and lower than 5 as well as sort by town center name in asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"13566\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-08-24 17:06:31.000000+00:00\", \"2022-06-11 07:10:43.000000+00:00\"], \"session_ids\": [\"fb58c22b-bac7-4968-bba2-38357c53fe7b\", \"4ca1fee8-fa2a-4b63-b1fa-feee0f6aaf5d\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.574}, \"72485\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-06-21 23:17:07.000000+00:00\", \"2023-05-04 12:19:49.000000+00:00\", \"2021-07-18 07:31:28.000000+00:00\", \"2023-03-16 17:06:58.000000+00:00\", \"2019-12-05 02:28:16.000000+00:00\", \"2019-12-28 03:16:43.000000+00:00\"], \"session_ids\": [\"ca8c5303-df64-4d40-9f52-51bab1e2c346\", \"23ad20de-e59f-43a5-99f7-8adafd67d634\", \"762b4bca-abf0-428b-a9ec-c91e5cabb80e\", \"460a2796-d583-44d3-8742-e7573b785339\", \"761680a6-5878-400b-8c0f-04382b1e19de\", \"6874addd-292e-4861-a3d7-cb8fedf374d3\"], \"total_duration\": 2863.0, \"total_sessions\": 6, \"mean_week_duration\": 16.084}, \"63757\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-06-03 08:29:33.000000+00:00\", \"2020-07-25 04:20:32.000000+00:00\", \"2022-09-05 21:31:47.000000+00:00\", \"2021-07-21 20:44:21.000000+00:00\", \"2022-07-15 04:17:19.000000+00:00\", \"2020-03-13 05:08:48.000000+00:00\", \"2021-12-30 13:23:52.000000+00:00\"], \"session_ids\": [\"02817a75-a073-414d-8da6-d54897ecaa14\", \"e7a618cf-a0a6-4340-910e-9ffa67e17734\", \"5346a783-a6d1-443c-aa8b-1a580be3c5ee\", \"ccf7eec1-c1b6-45c8-a388-c9167087240c\", \"6dbbfe8d-6d71-4388-ae33-135826281542\", \"863a98bb-537b-488e-acfd-05c0ddce0061\", \"2b1ce218-d616-4f9d-a912-dba46d39c99a\"], \"total_duration\": 136.0, \"total_sessions\": 7, \"mean_week_duration\": 1.046}, \"79842\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-02-08 12:34:11.000000+00:00\", \"2019-02-13 03:56:53.000000+00:00\"], \"session_ids\": [\"fd1fcb2a-7352-47c2-a254-aa87a6268b97\", \"02ff465a-0883-4eca-9571-7f6be434c28a\"], \"total_duration\": 162.0, \"total_sessions\": 2, \"mean_week_duration\": 1.558}, \"21289\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-06-28 07:33:25.000000+00:00\", \"2020-03-17 02:07:31.000000+00:00\", \"2023-03-10 11:55:15.000000+00:00\"], \"session_ids\": [\"49880b0c-090a-4f5e-8055-8f84b3fcf3ed\", \"cc784789-62b4-449f-b9f3-e332e7fe3531\", \"6b3095a6-3dd8-4294-b339-892eafabea3f\"], \"total_duration\": 38.0, \"total_sessions\": 3, \"mean_week_duration\": 0.221}, \"6685\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-04-08 04:29:46.000000+00:00\", \"2020-01-04 14:30:47.000000+00:00\"], \"session_ids\": [\"28e7e0a8-aa63-48f3-a4ba-85f089aea516\", \"31860bde-c965-49e2-bc35-77c10a568565\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 1.143}, \"7874\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2023-03-15 12:41:01.000000+00:00\", \"2019-12-30 06:32:14.000000+00:00\"], \"session_ids\": [\"988ac866-9d6d-4886-b11b-a145e4928cf5\", \"e788f094-9503-48d5-929f-051f6e3b9f25\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.119}, \"47146\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-11 03:57:50.000000+00:00\", \"2021-01-25 21:36:17.000000+00:00\", \"2022-12-08 08:13:23.000000+00:00\", \"2019-12-19 19:31:21.000000+00:00\", \"2021-10-30 19:42:34.000000+00:00\"], \"session_ids\": [\"31e300b1-6182-45a2-8fb9-c7c6245cc1e9\", \"a65bcf16-9e42-405c-998e-728a11f93b96\", \"fcfb3924-b757-43dd-9ed4-92f2755ed538\", \"c0522bd6-30ee-40a8-b5fa-a2589774ade3\", \"fbdd67c8-16df-463e-aa95-bac4dd8111f7\"], \"total_duration\": 3463.0, \"total_sessions\": 5, \"mean_week_duration\": 22.342}, \"13755\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-09-02 16:50:45.000000+00:00\", \"2019-04-08 19:32:40.000000+00:00\"], \"session_ids\": [\"aa4b8eb1-1bb8-4fac-a457-e1df6d1d1cf6\", \"e4c46fb4-2c0c-4c26-80f0-5cc8920ebe6a\"], \"total_duration\": 233.0, \"total_sessions\": 2, \"mean_week_duration\": 1.309}, \"30375\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-05-14 20:51:18.000000+00:00\", \"2019-03-30 12:34:56.000000+00:00\"], \"session_ids\": [\"855c2fd1-6908-4fab-a72d-7a335c8d1f64\", \"85388f32-8527-49e8-8f48-4a182ecc7312\"], \"total_duration\": 154.0, \"total_sessions\": 2, \"mean_week_duration\": 2.61}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or greater than 4 and are equal or less than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[4, 5]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"47146\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-11 03:57:50.000000+00:00\", \"2021-01-25 21:36:17.000000+00:00\", \"2022-12-08 08:13:23.000000+00:00\", \"2019-12-19 19:31:21.000000+00:00\", \"2021-10-30 19:42:34.000000+00:00\"], \"session_ids\": [\"31e300b1-6182-45a2-8fb9-c7c6245cc1e9\", \"a65bcf16-9e42-405c-998e-728a11f93b96\", \"fcfb3924-b757-43dd-9ed4-92f2755ed538\", \"c0522bd6-30ee-40a8-b5fa-a2589774ade3\", \"fbdd67c8-16df-463e-aa95-bac4dd8111f7\"], \"total_duration\": 3463.0, \"total_sessions\": 5, \"mean_week_duration\": 22.342}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"47146\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-11 03:57:50.000000+00:00\", \"2021-01-25 21:36:17.000000+00:00\", \"2022-12-08 08:13:23.000000+00:00\", \"2019-12-19 19:31:21.000000+00:00\", \"2021-10-30 19:42:34.000000+00:00\"], \"session_ids\": [\"31e300b1-6182-45a2-8fb9-c7c6245cc1e9\", \"a65bcf16-9e42-405c-998e-728a11f93b96\", \"fcfb3924-b757-43dd-9ed4-92f2755ed538\", \"c0522bd6-30ee-40a8-b5fa-a2589774ade3\", \"fbdd67c8-16df-463e-aa95-bac4dd8111f7\"], \"total_duration\": 3463.0, \"total_sessions\": 5, \"mean_week_duration\": 22.342}}]\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[{\"47146\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-11 03:57:50.000000+00:00\", \"2021-01-25 21:36:17.000000+00:00\", \"2022-12-08 08:13:23.000000+00:00\", \"2019-12-19 19:31:21.000000+00:00\", \"2021-10-30 19:42:34.000000+00:00\"], \"session_ids\": [\"31e300b1-6182-45a2-8fb9-c7c6245cc1e9\", \"a65bcf16-9e42-405c-998e-728a11f93b96\", \"fcfb3924-b757-43dd-9ed4-92f2755ed538\", \"c0522bd6-30ee-40a8-b5fa-a2589774ade3\", \"fbdd67c8-16df-463e-aa95-bac4dd8111f7\"], \"total_duration\": 3463.0, \"total_sessions\": 5, \"mean_week_duration\": 22.342}}]\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[{\"47146\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-11 03:57:50.000000+00:00\", \"2021-01-25 21:36:17.000000+00:00\", \"2022-12-08 08:13:23.000000+00:00\", \"2019-12-19 19:31:21.000000+00:00\", \"2021-10-30 19:42:34.000000+00:00\"], \"session_ids\": [\"31e300b1-6182-45a2-8fb9-c7c6245cc1e9\", \"a65bcf16-9e42-405c-998e-728a11f93b96\", \"fcfb3924-b757-43dd-9ed4-92f2755ed538\", \"c0522bd6-30ee-40a8-b5fa-a2589774ade3\", \"fbdd67c8-16df-463e-aa95-bac4dd8111f7\"], \"total_duration\": 3463.0, \"total_sessions\": 5, \"mean_week_duration\": 22.342}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me 7 users who are bottom users based on overall mean_week_duration as well as execute sorting by sessions summation 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{\"58842\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-06-23 21:49:55.000000+00:00\", \"2019-07-29 03:24:37.000000+00:00\"], \"session_ids\": [\"215e5d4d-dfd9-484d-92e6-eba112cec6a6\", \"56854095-6c07-40de-a523-5e6d20660e4c\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.438}, \"64628\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-05-31 02:47:59.000000+00:00\", \"2019-05-15 14:02:18.000000+00:00\", \"2022-10-12 05:34:08.000000+00:00\"], \"session_ids\": [\"aef646ad-fbf5-4a2d-84f4-e8d4a49ae344\", \"6e1368a3-11dd-4c2d-8781-8ca0eefa391c\", \"2a608fca-0841-468b-9eb0-7300d4ae8d12\"], \"total_duration\": 116.0, \"total_sessions\": 3, \"mean_week_duration\": 0.652}, \"77745\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-10-19 14:28:48.000000+00:00\", \"2023-05-30 23:31:30.000000+00:00\", \"2021-05-28 08:04:17.000000+00:00\"], \"session_ids\": [\"ba47bea0-c60b-42d9-b413-61227835f2a4\", \"56cd938a-5e60-4737-bfa3-e4cd86d30ed1\", \"385fdfcc-2b9e-4f37-84db-2796beac4347\"], \"total_duration\": 64.0, \"total_sessions\": 3, \"mean_week_duration\": 0.61}, \"47180\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-16 11:48:51.000000+00:00\", \"2021-03-12 04:39:36.000000+00:00\"], \"session_ids\": [\"8967f641-7c48-4152-9c54-36edb6a7dc35\", \"6937dd71-d1ab-4780-b1d3-a2914c5c0ee5\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 10.1}, \"42629\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-07-11 20:58:30.000000+00:00\", \"2022-05-06 01:53:20.000000+00:00\", \"2020-09-06 07:36:19.000000+00:00\"], \"session_ids\": [\"2a96974d-f1ba-4910-823b-cefad065a2ba\", \"2b6dd532-3fc3-4456-a437-c9b36f6338a7\", \"d64ddc64-1ed3-4ed4-9e19-ea0c121adc88\"], \"total_duration\": 909.0, \"total_sessions\": 3, \"mean_week_duration\": 10.448}, \"47491\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-22 14:26:54.000000+00:00\", \"2020-09-03 04:52:14.000000+00:00\"], \"session_ids\": [\"418c1758-06fa-4330-ba71-b651209eeb7e\", \"a44a0dec-c0ea-454b-baf7-552213f73d47\"], \"total_duration\": 295.0, \"total_sessions\": 2, \"mean_week_duration\": 2.287}, \"46720\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-08-20 06:48:25.000000+00:00\", \"2023-03-28 01:53:40.000000+00:00\", \"2021-05-14 15:04:48.000000+00:00\", \"2021-08-15 20:40:13.000000+00:00\", \"2019-11-09 09:15:00.000000+00:00\", \"2021-05-15 09:42:02.000000+00:00\", \"2021-10-05 22:49:50.000000+00:00\", \"2022-07-03 01:49:56.000000+00:00\", \"2019-07-06 16:54:47.000000+00:00\", \"2022-12-03 04:21:07.000000+00:00\"], \"session_ids\": [\"a2d147aa-e2ff-4031-8634-d9d255e0a3cd\", \"eb052f0b-e1fe-4808-b6d9-78575c1404c8\", \"24bdb21a-451c-4bcf-8eb7-94b1d06b00ca\", \"e547a8e7-bcf0-44eb-a1c4-f03d2a2c3b93\", \"843c5b6a-9692-4f02-a308-99b881a5aeff\", \"92a7dee9-3782-4865-bdfe-53b38bcdb2bc\", \"10ccdbd7-26b5-4239-812d-0d5ac5923d3d\", \"801bcecb-431c-4a6b-92f8-b4f293a68464\", \"4f0850b5-976a-4144-8565-7efff0051855\", \"c06d4c25-71c0-45f0-890b-7d8b73dee043\"], \"total_duration\": 15768.0, \"total_sessions\": 10, \"mean_week_duration\": 80.862}, \"28622\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-02-24 16:28:55.000000+00:00\", \"2021-08-19 17:36:58.000000+00:00\", \"2023-01-25 19:14:36.000000+00:00\", \"2021-09-07 09:01:48.000000+00:00\", \"2023-06-10 07:19:37.000000+00:00\", \"2021-05-05 22:02:04.000000+00:00\", \"2019-08-13 05:26:35.000000+00:00\", \"2023-04-10 06:05:37.000000+00:00\", \"2019-06-01 11:47:25.000000+00:00\", \"2023-01-01 06:01:16.000000+00:00\"], \"session_ids\": [\"33ec2416-9a8c-4304-99b2-1b8c4a8f123f\", \"fd3e7d03-06cf-42fe-992d-6230139b9647\", \"c301df17-83b0-49e5-8b16-e384235472a8\", \"05447a77-4b6f-4a8a-8342-0f5935b21faa\", \"0de783d5-4098-4527-ad04-422fb59fb260\", \"54f435e6-c10b-42c8-b74a-c4d3175bb8d1\", \"87a65f11-ebc3-4030-a9c0-5245e683ba5c\", \"be185452-7e0c-490c-bb3a-7353f527de46\", \"ccd0acf6-80cf-4d42-807e-898dd94de40a\", \"8543d78d-1faf-4e26-bb81-081116855add\"], \"total_duration\": 2772.0, \"total_sessions\": 10, \"mean_week_duration\": 13.2}, \"51181\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-06-25 08:20:21.000000+00:00\", \"2019-09-20 16:13:24.000000+00:00\"], \"session_ids\": [\"f3e652b1-0df7-4414-91a7-802ea83d21a8\", \"e52cb6a6-8d36-424e-89c8-db003839b665\"], \"total_duration\": 197.0, \"total_sessions\": 2, \"mean_week_duration\": 1.368}, \"40911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-07 10:00:11.000000+00:00\", \"2023-02-22 04:34:41.000000+00:00\"], \"session_ids\": [\"c391e0f6-a187-4b22-9029-17a378bd8b3a\", \"c0a99aa0-222e-4b40-832a-cd42d06e70a7\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.415}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the lowest 7 mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": false, \"quant_to_remain\": 7}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"40911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-07 10:00:11.000000+00:00\", \"2023-02-22 04:34:41.000000+00:00\"], \"session_ids\": [\"c391e0f6-a187-4b22-9029-17a378bd8b3a\", \"c0a99aa0-222e-4b40-832a-cd42d06e70a7\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.415}}, {\"58842\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-06-23 21:49:55.000000+00:00\", \"2019-07-29 03:24:37.000000+00:00\"], \"session_ids\": [\"215e5d4d-dfd9-484d-92e6-eba112cec6a6\", \"56854095-6c07-40de-a523-5e6d20660e4c\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.438}}, {\"77745\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-10-19 14:28:48.000000+00:00\", \"2023-05-30 23:31:30.000000+00:00\", \"2021-05-28 08:04:17.000000+00:00\"], \"session_ids\": [\"ba47bea0-c60b-42d9-b413-61227835f2a4\", \"56cd938a-5e60-4737-bfa3-e4cd86d30ed1\", \"385fdfcc-2b9e-4f37-84db-2796beac4347\"], \"total_duration\": 64.0, \"total_sessions\": 3, \"mean_week_duration\": 0.61}}, {\"64628\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-05-31 02:47:59.000000+00:00\", \"2019-05-15 14:02:18.000000+00:00\", \"2022-10-12 05:34:08.000000+00:00\"], \"session_ids\": [\"aef646ad-fbf5-4a2d-84f4-e8d4a49ae344\", \"6e1368a3-11dd-4c2d-8781-8ca0eefa391c\", \"2a608fca-0841-468b-9eb0-7300d4ae8d12\"], \"total_duration\": 116.0, \"total_sessions\": 3, \"mean_week_duration\": 0.652}}, {\"51181\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-06-25 08:20:21.000000+00:00\", \"2019-09-20 16:13:24.000000+00:00\"], \"session_ids\": [\"f3e652b1-0df7-4414-91a7-802ea83d21a8\", \"e52cb6a6-8d36-424e-89c8-db003839b665\"], \"total_duration\": 197.0, \"total_sessions\": 2, \"mean_week_duration\": 1.368}}, {\"47491\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-22 14:26:54.000000+00:00\", \"2020-09-03 04:52:14.000000+00:00\"], \"session_ids\": [\"418c1758-06fa-4330-ba71-b651209eeb7e\", \"a44a0dec-c0ea-454b-baf7-552213f73d47\"], \"total_duration\": 295.0, \"total_sessions\": 2, \"mean_week_duration\": 2.287}}, {\"47180\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-16 11:48:51.000000+00:00\", \"2021-03-12 04:39:36.000000+00:00\"], \"session_ids\": [\"8967f641-7c48-4152-9c54-36edb6a7dc35\", \"6937dd71-d1ab-4780-b1d3-a2914c5c0ee5\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 10.1}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"77745\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-10-19 14:28:48.000000+00:00\", \"2023-05-30 23:31:30.000000+00:00\", \"2021-05-28 08:04:17.000000+00:00\"], \"session_ids\": [\"ba47bea0-c60b-42d9-b413-61227835f2a4\", \"56cd938a-5e60-4737-bfa3-e4cd86d30ed1\", \"385fdfcc-2b9e-4f37-84db-2796beac4347\"], \"total_duration\": 64.0, \"total_sessions\": 3, \"mean_week_duration\": 0.61}}, {\"64628\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-05-31 02:47:59.000000+00:00\", \"2019-05-15 14:02:18.000000+00:00\", \"2022-10-12 05:34:08.000000+00:00\"], \"session_ids\": [\"aef646ad-fbf5-4a2d-84f4-e8d4a49ae344\", \"6e1368a3-11dd-4c2d-8781-8ca0eefa391c\", \"2a608fca-0841-468b-9eb0-7300d4ae8d12\"], \"total_duration\": 116.0, \"total_sessions\": 3, \"mean_week_duration\": 0.652}}, {\"40911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-07 10:00:11.000000+00:00\", \"2023-02-22 04:34:41.000000+00:00\"], \"session_ids\": [\"c391e0f6-a187-4b22-9029-17a378bd8b3a\", \"c0a99aa0-222e-4b40-832a-cd42d06e70a7\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.415}}, {\"58842\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-06-23 21:49:55.000000+00:00\", \"2019-07-29 03:24:37.000000+00:00\"], \"session_ids\": [\"215e5d4d-dfd9-484d-92e6-eba112cec6a6\", \"56854095-6c07-40de-a523-5e6d20660e4c\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.438}}, {\"51181\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-06-25 08:20:21.000000+00:00\", \"2019-09-20 16:13:24.000000+00:00\"], \"session_ids\": [\"f3e652b1-0df7-4414-91a7-802ea83d21a8\", \"e52cb6a6-8d36-424e-89c8-db003839b665\"], \"total_duration\": 197.0, \"total_sessions\": 2, \"mean_week_duration\": 1.368}}, {\"47491\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-22 14:26:54.000000+00:00\", \"2020-09-03 04:52:14.000000+00:00\"], \"session_ids\": [\"418c1758-06fa-4330-ba71-b651209eeb7e\", \"a44a0dec-c0ea-454b-baf7-552213f73d47\"], \"total_duration\": 295.0, \"total_sessions\": 2, \"mean_week_duration\": 2.287}}, {\"47180\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-16 11:48:51.000000+00:00\", \"2021-03-12 04:39:36.000000+00:00\"], \"session_ids\": [\"8967f641-7c48-4152-9c54-36edb6a7dc35\", \"6937dd71-d1ab-4780-b1d3-a2914c5c0ee5\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 10.1}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 7 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"77745\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-10-19 14:28:48.000000+00:00\", \"2023-05-30 23:31:30.000000+00:00\", \"2021-05-28 08:04:17.000000+00:00\"], \"session_ids\": [\"ba47bea0-c60b-42d9-b413-61227835f2a4\", \"56cd938a-5e60-4737-bfa3-e4cd86d30ed1\", \"385fdfcc-2b9e-4f37-84db-2796beac4347\"], \"total_duration\": 64.0, \"total_sessions\": 3, \"mean_week_duration\": 0.61}}, {\"64628\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-05-31 02:47:59.000000+00:00\", \"2019-05-15 14:02:18.000000+00:00\", \"2022-10-12 05:34:08.000000+00:00\"], \"session_ids\": [\"aef646ad-fbf5-4a2d-84f4-e8d4a49ae344\", \"6e1368a3-11dd-4c2d-8781-8ca0eefa391c\", \"2a608fca-0841-468b-9eb0-7300d4ae8d12\"], \"total_duration\": 116.0, \"total_sessions\": 3, \"mean_week_duration\": 0.652}}, {\"40911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-07 10:00:11.000000+00:00\", \"2023-02-22 04:34:41.000000+00:00\"], \"session_ids\": [\"c391e0f6-a187-4b22-9029-17a378bd8b3a\", \"c0a99aa0-222e-4b40-832a-cd42d06e70a7\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.415}}, {\"58842\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-06-23 21:49:55.000000+00:00\", \"2019-07-29 03:24:37.000000+00:00\"], \"session_ids\": [\"215e5d4d-dfd9-484d-92e6-eba112cec6a6\", \"56854095-6c07-40de-a523-5e6d20660e4c\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.438}}, {\"51181\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-06-25 08:20:21.000000+00:00\", \"2019-09-20 16:13:24.000000+00:00\"], \"session_ids\": [\"f3e652b1-0df7-4414-91a7-802ea83d21a8\", \"e52cb6a6-8d36-424e-89c8-db003839b665\"], \"total_duration\": 197.0, \"total_sessions\": 2, \"mean_week_duration\": 1.368}}, {\"47491\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-22 14:26:54.000000+00:00\", \"2020-09-03 04:52:14.000000+00:00\"], \"session_ids\": [\"418c1758-06fa-4330-ba71-b651209eeb7e\", \"a44a0dec-c0ea-454b-baf7-552213f73d47\"], \"total_duration\": 295.0, \"total_sessions\": 2, \"mean_week_duration\": 2.287}}, {\"47180\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-16 11:48:51.000000+00:00\", \"2021-03-12 04:39:36.000000+00:00\"], \"session_ids\": [\"8967f641-7c48-4152-9c54-36edb6a7dc35\", \"6937dd71-d1ab-4780-b1d3-a2914c5c0ee5\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 10.1}}]\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[{\"77745\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-10-19 14:28:48.000000+00:00\", \"2023-05-30 23:31:30.000000+00:00\", \"2021-05-28 08:04:17.000000+00:00\"], \"session_ids\": [\"ba47bea0-c60b-42d9-b413-61227835f2a4\", \"56cd938a-5e60-4737-bfa3-e4cd86d30ed1\", \"385fdfcc-2b9e-4f37-84db-2796beac4347\"], \"total_duration\": 64.0, \"total_sessions\": 3, \"mean_week_duration\": 0.61}}, {\"64628\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-05-31 02:47:59.000000+00:00\", \"2019-05-15 14:02:18.000000+00:00\", \"2022-10-12 05:34:08.000000+00:00\"], \"session_ids\": [\"aef646ad-fbf5-4a2d-84f4-e8d4a49ae344\", \"6e1368a3-11dd-4c2d-8781-8ca0eefa391c\", \"2a608fca-0841-468b-9eb0-7300d4ae8d12\"], \"total_duration\": 116.0, \"total_sessions\": 3, \"mean_week_duration\": 0.652}}, {\"40911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-07 10:00:11.000000+00:00\", \"2023-02-22 04:34:41.000000+00:00\"], \"session_ids\": [\"c391e0f6-a187-4b22-9029-17a378bd8b3a\", \"c0a99aa0-222e-4b40-832a-cd42d06e70a7\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.415}}, {\"58842\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-06-23 21:49:55.000000+00:00\", \"2019-07-29 03:24:37.000000+00:00\"], \"session_ids\": [\"215e5d4d-dfd9-484d-92e6-eba112cec6a6\", \"56854095-6c07-40de-a523-5e6d20660e4c\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.438}}, {\"51181\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-06-25 08:20:21.000000+00:00\", \"2019-09-20 16:13:24.000000+00:00\"], \"session_ids\": [\"f3e652b1-0df7-4414-91a7-802ea83d21a8\", \"e52cb6a6-8d36-424e-89c8-db003839b665\"], \"total_duration\": 197.0, \"total_sessions\": 2, \"mean_week_duration\": 1.368}}, {\"47491\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-22 14:26:54.000000+00:00\", \"2020-09-03 04:52:14.000000+00:00\"], \"session_ids\": [\"418c1758-06fa-4330-ba71-b651209eeb7e\", \"a44a0dec-c0ea-454b-baf7-552213f73d47\"], \"total_duration\": 295.0, \"total_sessions\": 2, \"mean_week_duration\": 2.287}}, {\"47180\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-16 11:48:51.000000+00:00\", \"2021-03-12 04:39:36.000000+00:00\"], \"session_ids\": [\"8967f641-7c48-4152-9c54-36edb6a7dc35\", \"6937dd71-d1ab-4780-b1d3-a2914c5c0ee5\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 10.1}}]\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 users pieces of information who don't live in city Santiago also perform sorting by average of total time spent in the app per week desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"34045\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-19 18:42:55.000000+00:00\", \"2021-07-23 16:02:12.000000+00:00\", \"2023-01-18 00:59:56.000000+00:00\", \"2020-02-27 20:20:26.000000+00:00\", \"2020-03-10 21:14:16.000000+00:00\", \"2023-05-10 14:06:51.000000+00:00\", \"2019-08-19 11:31:54.000000+00:00\", \"2020-11-25 13:07:35.000000+00:00\"], \"session_ids\": [\"c1383992-cb3c-4466-91af-b87439c7aa11\", \"ccdccadd-24e0-4473-b044-4212d89a8260\", \"260ca2f1-9181-4b62-9b56-9776d0865033\", \"751cbe5f-ed20-4641-b7d3-0b3aa9a00afc\", \"3ef13aad-045d-438b-a63e-81c18f613130\", \"d7663c10-fd5d-4498-95ae-28d1d10aff1d\", \"4c349b4f-a238-4f4b-bea2-308312ec76a2\", \"464984a5-6564-436b-ac48-b6b3fa4678a9\"], \"total_duration\": 347.0, \"total_sessions\": 8, \"mean_week_duration\": 1.779}, \"29992\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-08-31 04:47:10.000000+00:00\", \"2023-02-26 20:57:23.000000+00:00\", \"2021-05-06 09:38:15.000000+00:00\", \"2019-09-10 01:21:25.000000+00:00\", \"2023-06-17 22:34:39.000000+00:00\"], \"session_ids\": [\"9a9a9ed3-949f-4878-96e2-98a820704e95\", \"35d974e2-b163-4839-b4cc-2b3b63c2c10c\", \"440e0fd5-c464-4621-8e13-8ea9d2c7e14b\", \"0d52de62-9b6e-437f-9431-2accdb25473a\", \"897bcd30-85b3-414e-a022-eefdac28e231\"], \"total_duration\": 2778.0, \"total_sessions\": 5, \"mean_week_duration\": 14.03}, \"92047\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-26 03:35:38.000000+00:00\", \"2023-04-12 18:54:40.000000+00:00\", \"2019-09-15 09:34:26.000000+00:00\"], \"session_ids\": [\"21d45045-78e8-4810-9d9d-c7977faae60a\", \"7bc16f15-da49-4ac9-867f-dead9fe46afa\", \"3d0d318b-4a80-4554-8afa-f3dcdc3ff7d1\"], \"total_duration\": 123.0, \"total_sessions\": 3, \"mean_week_duration\": 0.594}, \"33197\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2023-05-20 17:36:16.000000+00:00\", \"2021-07-10 01:06:51.000000+00:00\", \"2019-03-18 09:28:50.000000+00:00\", \"2020-04-20 03:59:35.000000+00:00\", \"2019-07-25 17:33:49.000000+00:00\", \"2023-06-01 12:35:47.000000+00:00\", \"2021-06-23 01:01:47.000000+00:00\"], \"session_ids\": [\"d9db5faa-8cd6-49f0-8f17-f6dd3c2edb11\", \"c937bc20-ecf4-4d28-a3c2-ebb4ab463802\", \"5c3245f1-289f-445b-98ad-c9430cccfb0b\", \"94b4f7c8-fdc9-4c1b-b8d5-d88ac3e340e9\", \"c82a279f-c23a-45ee-8fb8-ce093adc6dd3\", \"12f4bdac-1ea4-4238-bf2d-6c445593c623\", \"e00bfafa-07e5-4a93-b017-7375cf2bd1a4\"], \"total_duration\": 3179.0, \"total_sessions\": 7, \"mean_week_duration\": 14.45}, \"65047\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-01-27 10:01:06.000000+00:00\", \"2021-06-06 01:39:17.000000+00:00\", \"2022-08-09 22:23:59.000000+00:00\", \"2019-12-31 09:31:26.000000+00:00\", \"2020-07-26 01:46:39.000000+00:00\"], \"session_ids\": [\"b74b36ec-c5c3-420f-bb77-9bc7aac9bedf\", \"7e208c18-164e-4895-8a17-c4436971f358\", \"b1c31bcf-41e0-4450-b6d2-395478e144e5\", \"21277d95-d330-48cd-b968-e3afc34f2936\", \"2349ba70-550b-43ae-869c-9107d81da1c9\"], \"total_duration\": 1165.0, \"total_sessions\": 5, \"mean_week_duration\": 8.566}, \"61009\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-01-21 10:44:00.000000+00:00\", \"2020-11-16 08:30:16.000000+00:00\", \"2020-07-21 13:19:26.000000+00:00\", \"2020-09-07 08:21:45.000000+00:00\", \"2020-03-12 17:56:06.000000+00:00\"], \"session_ids\": [\"cd3f231b-e37f-4f60-811c-4ce9f4ff5959\", \"4e2b5d04-d898-46f3-8578-f3d691ccaeec\", \"232e928b-5f96-43c2-9653-8e8a6970fa43\", \"9ce1a3fd-0d67-49fa-9305-4a0b4654ed97\", \"88a552b5-a149-482a-9f4c-6d0ae74db5d6\"], \"total_duration\": 510.0, \"total_sessions\": 5, \"mean_week_duration\": 3.4}, \"91290\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-12-15 05:19:07.000000+00:00\", \"2019-07-31 00:28:21.000000+00:00\"], \"session_ids\": [\"70085f90-25d7-4b13-960f-f0cb45c6b784\", \"8172ccb1-f294-4a08-a267-98ecba377d3a\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 11.7}, \"70779\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-14 12:30:47.000000+00:00\", \"2019-02-18 01:49:20.000000+00:00\"], \"session_ids\": [\"376bcec7-af9f-48cd-932b-934c7444e6ee\", \"4be12396-e0f8-462f-8609-b8cb26a849f4\"], \"total_duration\": 200.0, \"total_sessions\": 2, \"mean_week_duration\": 1.538}, \"76014\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-08-06 10:25:38.000000+00:00\", \"2021-05-29 12:33:48.000000+00:00\", \"2022-01-26 20:04:31.000000+00:00\", \"2022-09-30 20:25:49.000000+00:00\"], \"session_ids\": [\"0af3d005-7a54-47b0-89b5-12610b76d7f7\", \"38a04f94-101a-481d-802a-9afca1a652c6\", \"8a62932e-fa37-4e66-9c64-10bf9cec34af\", \"36d5c6cc-83a9-4932-a8b5-21b007c02cc2\"], \"total_duration\": 101.0, \"total_sessions\": 4, \"mean_week_duration\": 0.612}, \"44159\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-01-19 16:50:39.000000+00:00\", \"2019-09-18 01:48:52.000000+00:00\", \"2020-04-03 03:55:28.000000+00:00\", \"2023-06-13 15:39:47.000000+00:00\", \"2022-09-19 21:17:49.000000+00:00\"], \"session_ids\": [\"4346e087-566f-4a7f-b290-e23a66503ef0\", \"a606032e-09ae-4e3f-8db3-2d5fbb76da08\", \"e0b7c3fd-5117-4c58-b5f8-2e31efb5cfe9\", \"25ca634d-471b-4d30-92dc-e6f3a0749f23\", \"2c887147-36c9-4564-bc8e-b4c44e589e0d\"], \"total_duration\": 438.0, \"total_sessions\": 5, \"mean_week_duration\": 2.246}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is not Santiago"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Santiago\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"34045\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-19 18:42:55.000000+00:00\", \"2021-07-23 16:02:12.000000+00:00\", \"2023-01-18 00:59:56.000000+00:00\", \"2020-02-27 20:20:26.000000+00:00\", \"2020-03-10 21:14:16.000000+00:00\", \"2023-05-10 14:06:51.000000+00:00\", \"2019-08-19 11:31:54.000000+00:00\", \"2020-11-25 13:07:35.000000+00:00\"], \"session_ids\": [\"c1383992-cb3c-4466-91af-b87439c7aa11\", \"ccdccadd-24e0-4473-b044-4212d89a8260\", \"260ca2f1-9181-4b62-9b56-9776d0865033\", \"751cbe5f-ed20-4641-b7d3-0b3aa9a00afc\", \"3ef13aad-045d-438b-a63e-81c18f613130\", \"d7663c10-fd5d-4498-95ae-28d1d10aff1d\", \"4c349b4f-a238-4f4b-bea2-308312ec76a2\", \"464984a5-6564-436b-ac48-b6b3fa4678a9\"], \"total_duration\": 347.0, \"total_sessions\": 8, \"mean_week_duration\": 1.779}, \"29992\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-08-31 04:47:10.000000+00:00\", \"2023-02-26 20:57:23.000000+00:00\", \"2021-05-06 09:38:15.000000+00:00\", \"2019-09-10 01:21:25.000000+00:00\", \"2023-06-17 22:34:39.000000+00:00\"], \"session_ids\": [\"9a9a9ed3-949f-4878-96e2-98a820704e95\", \"35d974e2-b163-4839-b4cc-2b3b63c2c10c\", \"440e0fd5-c464-4621-8e13-8ea9d2c7e14b\", \"0d52de62-9b6e-437f-9431-2accdb25473a\", \"897bcd30-85b3-414e-a022-eefdac28e231\"], \"total_duration\": 2778.0, \"total_sessions\": 5, \"mean_week_duration\": 14.03}, \"92047\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-26 03:35:38.000000+00:00\", \"2023-04-12 18:54:40.000000+00:00\", \"2019-09-15 09:34:26.000000+00:00\"], \"session_ids\": [\"21d45045-78e8-4810-9d9d-c7977faae60a\", \"7bc16f15-da49-4ac9-867f-dead9fe46afa\", \"3d0d318b-4a80-4554-8afa-f3dcdc3ff7d1\"], \"total_duration\": 123.0, \"total_sessions\": 3, \"mean_week_duration\": 0.594}, \"33197\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2023-05-20 17:36:16.000000+00:00\", \"2021-07-10 01:06:51.000000+00:00\", \"2019-03-18 09:28:50.000000+00:00\", \"2020-04-20 03:59:35.000000+00:00\", \"2019-07-25 17:33:49.000000+00:00\", \"2023-06-01 12:35:47.000000+00:00\", \"2021-06-23 01:01:47.000000+00:00\"], \"session_ids\": [\"d9db5faa-8cd6-49f0-8f17-f6dd3c2edb11\", \"c937bc20-ecf4-4d28-a3c2-ebb4ab463802\", \"5c3245f1-289f-445b-98ad-c9430cccfb0b\", \"94b4f7c8-fdc9-4c1b-b8d5-d88ac3e340e9\", \"c82a279f-c23a-45ee-8fb8-ce093adc6dd3\", \"12f4bdac-1ea4-4238-bf2d-6c445593c623\", \"e00bfafa-07e5-4a93-b017-7375cf2bd1a4\"], \"total_duration\": 3179.0, \"total_sessions\": 7, \"mean_week_duration\": 14.45}, \"65047\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-01-27 10:01:06.000000+00:00\", \"2021-06-06 01:39:17.000000+00:00\", \"2022-08-09 22:23:59.000000+00:00\", \"2019-12-31 09:31:26.000000+00:00\", \"2020-07-26 01:46:39.000000+00:00\"], \"session_ids\": [\"b74b36ec-c5c3-420f-bb77-9bc7aac9bedf\", \"7e208c18-164e-4895-8a17-c4436971f358\", \"b1c31bcf-41e0-4450-b6d2-395478e144e5\", \"21277d95-d330-48cd-b968-e3afc34f2936\", \"2349ba70-550b-43ae-869c-9107d81da1c9\"], \"total_duration\": 1165.0, \"total_sessions\": 5, \"mean_week_duration\": 8.566}, \"61009\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-01-21 10:44:00.000000+00:00\", \"2020-11-16 08:30:16.000000+00:00\", \"2020-07-21 13:19:26.000000+00:00\", \"2020-09-07 08:21:45.000000+00:00\", \"2020-03-12 17:56:06.000000+00:00\"], \"session_ids\": [\"cd3f231b-e37f-4f60-811c-4ce9f4ff5959\", \"4e2b5d04-d898-46f3-8578-f3d691ccaeec\", \"232e928b-5f96-43c2-9653-8e8a6970fa43\", \"9ce1a3fd-0d67-49fa-9305-4a0b4654ed97\", \"88a552b5-a149-482a-9f4c-6d0ae74db5d6\"], \"total_duration\": 510.0, \"total_sessions\": 5, \"mean_week_duration\": 3.4}, \"91290\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-12-15 05:19:07.000000+00:00\", \"2019-07-31 00:28:21.000000+00:00\"], \"session_ids\": [\"70085f90-25d7-4b13-960f-f0cb45c6b784\", \"8172ccb1-f294-4a08-a267-98ecba377d3a\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 11.7}, \"70779\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-14 12:30:47.000000+00:00\", \"2019-02-18 01:49:20.000000+00:00\"], \"session_ids\": [\"376bcec7-af9f-48cd-932b-934c7444e6ee\", \"4be12396-e0f8-462f-8609-b8cb26a849f4\"], \"total_duration\": 200.0, \"total_sessions\": 2, \"mean_week_duration\": 1.538}, \"76014\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-08-06 10:25:38.000000+00:00\", \"2021-05-29 12:33:48.000000+00:00\", \"2022-01-26 20:04:31.000000+00:00\", \"2022-09-30 20:25:49.000000+00:00\"], \"session_ids\": [\"0af3d005-7a54-47b0-89b5-12610b76d7f7\", \"38a04f94-101a-481d-802a-9afca1a652c6\", \"8a62932e-fa37-4e66-9c64-10bf9cec34af\", \"36d5c6cc-83a9-4932-a8b5-21b007c02cc2\"], \"total_duration\": 101.0, \"total_sessions\": 4, \"mean_week_duration\": 0.612}, \"44159\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-01-19 16:50:39.000000+00:00\", \"2019-09-18 01:48:52.000000+00:00\", \"2020-04-03 03:55:28.000000+00:00\", \"2023-06-13 15:39:47.000000+00:00\", \"2022-09-19 21:17:49.000000+00:00\"], \"session_ids\": [\"4346e087-566f-4a7f-b290-e23a66503ef0\", \"a606032e-09ae-4e3f-8db3-2d5fbb76da08\", \"e0b7c3fd-5117-4c58-b5f8-2e31efb5cfe9\", \"25ca634d-471b-4d30-92dc-e6f3a0749f23\", \"2c887147-36c9-4564-bc8e-b4c44e589e0d\"], \"total_duration\": 438.0, \"total_sessions\": 5, \"mean_week_duration\": 2.246}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"33197\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2023-05-20 17:36:16.000000+00:00\", \"2021-07-10 01:06:51.000000+00:00\", \"2019-03-18 09:28:50.000000+00:00\", \"2020-04-20 03:59:35.000000+00:00\", \"2019-07-25 17:33:49.000000+00:00\", \"2023-06-01 12:35:47.000000+00:00\", \"2021-06-23 01:01:47.000000+00:00\"], \"session_ids\": [\"d9db5faa-8cd6-49f0-8f17-f6dd3c2edb11\", \"c937bc20-ecf4-4d28-a3c2-ebb4ab463802\", \"5c3245f1-289f-445b-98ad-c9430cccfb0b\", \"94b4f7c8-fdc9-4c1b-b8d5-d88ac3e340e9\", \"c82a279f-c23a-45ee-8fb8-ce093adc6dd3\", \"12f4bdac-1ea4-4238-bf2d-6c445593c623\", \"e00bfafa-07e5-4a93-b017-7375cf2bd1a4\"], \"total_duration\": 3179.0, \"total_sessions\": 7, \"mean_week_duration\": 14.45}}, {\"29992\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-08-31 04:47:10.000000+00:00\", \"2023-02-26 20:57:23.000000+00:00\", \"2021-05-06 09:38:15.000000+00:00\", \"2019-09-10 01:21:25.000000+00:00\", \"2023-06-17 22:34:39.000000+00:00\"], \"session_ids\": [\"9a9a9ed3-949f-4878-96e2-98a820704e95\", \"35d974e2-b163-4839-b4cc-2b3b63c2c10c\", \"440e0fd5-c464-4621-8e13-8ea9d2c7e14b\", \"0d52de62-9b6e-437f-9431-2accdb25473a\", \"897bcd30-85b3-414e-a022-eefdac28e231\"], \"total_duration\": 2778.0, \"total_sessions\": 5, \"mean_week_duration\": 14.03}}, {\"91290\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-12-15 05:19:07.000000+00:00\", \"2019-07-31 00:28:21.000000+00:00\"], \"session_ids\": [\"70085f90-25d7-4b13-960f-f0cb45c6b784\", \"8172ccb1-f294-4a08-a267-98ecba377d3a\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 11.7}}, {\"65047\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-01-27 10:01:06.000000+00:00\", \"2021-06-06 01:39:17.000000+00:00\", \"2022-08-09 22:23:59.000000+00:00\", \"2019-12-31 09:31:26.000000+00:00\", \"2020-07-26 01:46:39.000000+00:00\"], \"session_ids\": [\"b74b36ec-c5c3-420f-bb77-9bc7aac9bedf\", \"7e208c18-164e-4895-8a17-c4436971f358\", \"b1c31bcf-41e0-4450-b6d2-395478e144e5\", \"21277d95-d330-48cd-b968-e3afc34f2936\", \"2349ba70-550b-43ae-869c-9107d81da1c9\"], \"total_duration\": 1165.0, \"total_sessions\": 5, \"mean_week_duration\": 8.566}}, {\"61009\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-01-21 10:44:00.000000+00:00\", \"2020-11-16 08:30:16.000000+00:00\", \"2020-07-21 13:19:26.000000+00:00\", \"2020-09-07 08:21:45.000000+00:00\", \"2020-03-12 17:56:06.000000+00:00\"], \"session_ids\": [\"cd3f231b-e37f-4f60-811c-4ce9f4ff5959\", \"4e2b5d04-d898-46f3-8578-f3d691ccaeec\", \"232e928b-5f96-43c2-9653-8e8a6970fa43\", \"9ce1a3fd-0d67-49fa-9305-4a0b4654ed97\", \"88a552b5-a149-482a-9f4c-6d0ae74db5d6\"], \"total_duration\": 510.0, \"total_sessions\": 5, \"mean_week_duration\": 3.4}}, {\"44159\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-01-19 16:50:39.000000+00:00\", \"2019-09-18 01:48:52.000000+00:00\", \"2020-04-03 03:55:28.000000+00:00\", \"2023-06-13 15:39:47.000000+00:00\", \"2022-09-19 21:17:49.000000+00:00\"], \"session_ids\": [\"4346e087-566f-4a7f-b290-e23a66503ef0\", \"a606032e-09ae-4e3f-8db3-2d5fbb76da08\", \"e0b7c3fd-5117-4c58-b5f8-2e31efb5cfe9\", \"25ca634d-471b-4d30-92dc-e6f3a0749f23\", \"2c887147-36c9-4564-bc8e-b4c44e589e0d\"], \"total_duration\": 438.0, \"total_sessions\": 5, \"mean_week_duration\": 2.246}}, {\"34045\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-19 18:42:55.000000+00:00\", \"2021-07-23 16:02:12.000000+00:00\", \"2023-01-18 00:59:56.000000+00:00\", \"2020-02-27 20:20:26.000000+00:00\", \"2020-03-10 21:14:16.000000+00:00\", \"2023-05-10 14:06:51.000000+00:00\", \"2019-08-19 11:31:54.000000+00:00\", \"2020-11-25 13:07:35.000000+00:00\"], \"session_ids\": [\"c1383992-cb3c-4466-91af-b87439c7aa11\", \"ccdccadd-24e0-4473-b044-4212d89a8260\", \"260ca2f1-9181-4b62-9b56-9776d0865033\", \"751cbe5f-ed20-4641-b7d3-0b3aa9a00afc\", \"3ef13aad-045d-438b-a63e-81c18f613130\", \"d7663c10-fd5d-4498-95ae-28d1d10aff1d\", \"4c349b4f-a238-4f4b-bea2-308312ec76a2\", \"464984a5-6564-436b-ac48-b6b3fa4678a9\"], \"total_duration\": 347.0, \"total_sessions\": 8, \"mean_week_duration\": 1.779}}, {\"70779\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-14 12:30:47.000000+00:00\", \"2019-02-18 01:49:20.000000+00:00\"], \"session_ids\": [\"376bcec7-af9f-48cd-932b-934c7444e6ee\", \"4be12396-e0f8-462f-8609-b8cb26a849f4\"], \"total_duration\": 200.0, \"total_sessions\": 2, \"mean_week_duration\": 1.538}}, {\"76014\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-08-06 10:25:38.000000+00:00\", \"2021-05-29 12:33:48.000000+00:00\", \"2022-01-26 20:04:31.000000+00:00\", \"2022-09-30 20:25:49.000000+00:00\"], \"session_ids\": [\"0af3d005-7a54-47b0-89b5-12610b76d7f7\", \"38a04f94-101a-481d-802a-9afca1a652c6\", \"8a62932e-fa37-4e66-9c64-10bf9cec34af\", \"36d5c6cc-83a9-4932-a8b5-21b007c02cc2\"], \"total_duration\": 101.0, \"total_sessions\": 4, \"mean_week_duration\": 0.612}}, {\"92047\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-26 03:35:38.000000+00:00\", \"2023-04-12 18:54:40.000000+00:00\", \"2019-09-15 09:34:26.000000+00:00\"], \"session_ids\": [\"21d45045-78e8-4810-9d9d-c7977faae60a\", \"7bc16f15-da49-4ac9-867f-dead9fe46afa\", \"3d0d318b-4a80-4554-8afa-f3dcdc3ff7d1\"], \"total_duration\": 123.0, \"total_sessions\": 3, \"mean_week_duration\": 0.594}}]\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[{\"33197\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2023-05-20 17:36:16.000000+00:00\", \"2021-07-10 01:06:51.000000+00:00\", \"2019-03-18 09:28:50.000000+00:00\", \"2020-04-20 03:59:35.000000+00:00\", \"2019-07-25 17:33:49.000000+00:00\", \"2023-06-01 12:35:47.000000+00:00\", \"2021-06-23 01:01:47.000000+00:00\"], \"session_ids\": [\"d9db5faa-8cd6-49f0-8f17-f6dd3c2edb11\", \"c937bc20-ecf4-4d28-a3c2-ebb4ab463802\", \"5c3245f1-289f-445b-98ad-c9430cccfb0b\", \"94b4f7c8-fdc9-4c1b-b8d5-d88ac3e340e9\", \"c82a279f-c23a-45ee-8fb8-ce093adc6dd3\", \"12f4bdac-1ea4-4238-bf2d-6c445593c623\", \"e00bfafa-07e5-4a93-b017-7375cf2bd1a4\"], \"total_duration\": 3179.0, \"total_sessions\": 7, \"mean_week_duration\": 14.45}}, {\"29992\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-08-31 04:47:10.000000+00:00\", \"2023-02-26 20:57:23.000000+00:00\", \"2021-05-06 09:38:15.000000+00:00\", \"2019-09-10 01:21:25.000000+00:00\", \"2023-06-17 22:34:39.000000+00:00\"], \"session_ids\": [\"9a9a9ed3-949f-4878-96e2-98a820704e95\", \"35d974e2-b163-4839-b4cc-2b3b63c2c10c\", \"440e0fd5-c464-4621-8e13-8ea9d2c7e14b\", \"0d52de62-9b6e-437f-9431-2accdb25473a\", \"897bcd30-85b3-414e-a022-eefdac28e231\"], \"total_duration\": 2778.0, \"total_sessions\": 5, \"mean_week_duration\": 14.03}}, {\"91290\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-12-15 05:19:07.000000+00:00\", \"2019-07-31 00:28:21.000000+00:00\"], \"session_ids\": [\"70085f90-25d7-4b13-960f-f0cb45c6b784\", \"8172ccb1-f294-4a08-a267-98ecba377d3a\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 11.7}}, {\"65047\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-01-27 10:01:06.000000+00:00\", \"2021-06-06 01:39:17.000000+00:00\", \"2022-08-09 22:23:59.000000+00:00\", \"2019-12-31 09:31:26.000000+00:00\", \"2020-07-26 01:46:39.000000+00:00\"], \"session_ids\": [\"b74b36ec-c5c3-420f-bb77-9bc7aac9bedf\", \"7e208c18-164e-4895-8a17-c4436971f358\", \"b1c31bcf-41e0-4450-b6d2-395478e144e5\", \"21277d95-d330-48cd-b968-e3afc34f2936\", \"2349ba70-550b-43ae-869c-9107d81da1c9\"], \"total_duration\": 1165.0, \"total_sessions\": 5, \"mean_week_duration\": 8.566}}, {\"61009\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-01-21 10:44:00.000000+00:00\", \"2020-11-16 08:30:16.000000+00:00\", \"2020-07-21 13:19:26.000000+00:00\", \"2020-09-07 08:21:45.000000+00:00\", \"2020-03-12 17:56:06.000000+00:00\"], \"session_ids\": [\"cd3f231b-e37f-4f60-811c-4ce9f4ff5959\", \"4e2b5d04-d898-46f3-8578-f3d691ccaeec\", \"232e928b-5f96-43c2-9653-8e8a6970fa43\", \"9ce1a3fd-0d67-49fa-9305-4a0b4654ed97\", \"88a552b5-a149-482a-9f4c-6d0ae74db5d6\"], \"total_duration\": 510.0, \"total_sessions\": 5, \"mean_week_duration\": 3.4}}, {\"44159\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-01-19 16:50:39.000000+00:00\", \"2019-09-18 01:48:52.000000+00:00\", \"2020-04-03 03:55:28.000000+00:00\", \"2023-06-13 15:39:47.000000+00:00\", \"2022-09-19 21:17:49.000000+00:00\"], \"session_ids\": [\"4346e087-566f-4a7f-b290-e23a66503ef0\", \"a606032e-09ae-4e3f-8db3-2d5fbb76da08\", \"e0b7c3fd-5117-4c58-b5f8-2e31efb5cfe9\", \"25ca634d-471b-4d30-92dc-e6f3a0749f23\", \"2c887147-36c9-4564-bc8e-b4c44e589e0d\"], \"total_duration\": 438.0, \"total_sessions\": 5, \"mean_week_duration\": 2.246}}, {\"34045\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-19 18:42:55.000000+00:00\", \"2021-07-23 16:02:12.000000+00:00\", \"2023-01-18 00:59:56.000000+00:00\", \"2020-02-27 20:20:26.000000+00:00\", \"2020-03-10 21:14:16.000000+00:00\", \"2023-05-10 14:06:51.000000+00:00\", \"2019-08-19 11:31:54.000000+00:00\", \"2020-11-25 13:07:35.000000+00:00\"], \"session_ids\": [\"c1383992-cb3c-4466-91af-b87439c7aa11\", \"ccdccadd-24e0-4473-b044-4212d89a8260\", \"260ca2f1-9181-4b62-9b56-9776d0865033\", \"751cbe5f-ed20-4641-b7d3-0b3aa9a00afc\", \"3ef13aad-045d-438b-a63e-81c18f613130\", \"d7663c10-fd5d-4498-95ae-28d1d10aff1d\", \"4c349b4f-a238-4f4b-bea2-308312ec76a2\", \"464984a5-6564-436b-ac48-b6b3fa4678a9\"], \"total_duration\": 347.0, \"total_sessions\": 8, \"mean_week_duration\": 1.779}}, {\"70779\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-14 12:30:47.000000+00:00\", \"2019-02-18 01:49:20.000000+00:00\"], \"session_ids\": [\"376bcec7-af9f-48cd-932b-934c7444e6ee\", \"4be12396-e0f8-462f-8609-b8cb26a849f4\"], \"total_duration\": 200.0, \"total_sessions\": 2, \"mean_week_duration\": 1.538}}, {\"76014\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-08-06 10:25:38.000000+00:00\", \"2021-05-29 12:33:48.000000+00:00\", \"2022-01-26 20:04:31.000000+00:00\", \"2022-09-30 20:25:49.000000+00:00\"], \"session_ids\": [\"0af3d005-7a54-47b0-89b5-12610b76d7f7\", \"38a04f94-101a-481d-802a-9afca1a652c6\", \"8a62932e-fa37-4e66-9c64-10bf9cec34af\", \"36d5c6cc-83a9-4932-a8b5-21b007c02cc2\"], \"total_duration\": 101.0, \"total_sessions\": 4, \"mean_week_duration\": 0.612}}, {\"92047\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-26 03:35:38.000000+00:00\", \"2023-04-12 18:54:40.000000+00:00\", \"2019-09-15 09:34:26.000000+00:00\"], \"session_ids\": [\"21d45045-78e8-4810-9d9d-c7977faae60a\", \"7bc16f15-da49-4ac9-867f-dead9fe46afa\", \"3d0d318b-4a80-4554-8afa-f3dcdc3ff7d1\"], \"total_duration\": 123.0, \"total_sessions\": 3, \"mean_week_duration\": 0.594}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about 4 users who are living in city Athens + implement sorting by count of sessions in asc also save only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"3148\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-10-03 18:54:59.000000+00:00\", \"2019-08-02 06:50:02.000000+00:00\"], \"session_ids\": [\"18a891a9-bd36-4efb-bb70-39f834cfacc2\", \"5df32014-6cf8-4999-8ff1-1312c64d1526\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.202}, \"61030\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 7, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-06-13 03:46:53.000000+00:00\", \"2020-02-08 05:38:49.000000+00:00\"], \"session_ids\": [\"61640235-1236-4fcf-8cce-6eb8d13dc003\", \"611865bb-a4c5-443a-8322-de96872885cb\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.407}, \"51632\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-05-08 16:09:17.000000+00:00\", \"2021-09-01 02:09:28.000000+00:00\", \"2020-01-05 04:47:01.000000+00:00\"], \"session_ids\": [\"a043431e-c979-4dab-a478-5ab8929b2ec6\", \"99aa0913-be9e-4915-b7ab-dbbf9d4ab0a7\", \"6e20ec09-c903-4dc7-aeaf-2dd012033543\"], \"total_duration\": 776.0, \"total_sessions\": 3, \"mean_week_duration\": 8.92}, \"79233\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-01-08 08:36:59.000000+00:00\", \"2019-06-14 05:57:29.000000+00:00\", \"2023-04-06 21:54:17.000000+00:00\"], \"session_ids\": [\"d50e1661-21ce-4d8d-88ae-bf0188bfe0a4\", \"1e43aca5-acdf-45e8-82ba-d9a883fc56ad\", \"0c85ed38-8a56-4ea0-945f-68e5abee2e75\"], \"total_duration\": 273.0, \"total_sessions\": 3, \"mean_week_duration\": 1.372}, \"48255\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 4, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-11-03 23:30:11.000000+00:00\", \"2020-03-13 23:28:44.000000+00:00\"], \"session_ids\": [\"d9c4c6a1-c9c7-4ffb-9cc8-cf4fc94c3268\", \"978303cb-b0a3-4b15-ba2c-4886d85ef04c\"], \"total_duration\": 386.0, \"total_sessions\": 2, \"mean_week_duration\": 4.488}, \"60622\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-04-29 20:26:23.000000+00:00\", \"2023-01-09 14:24:50.000000+00:00\"], \"session_ids\": [\"1e652ca8-e239-429f-b603-1bd290792e3d\", \"946497c8-0de2-46a0-9c06-2ed9ad56e67a\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 18.375}, \"89476\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-03-04 03:42:57.000000+00:00\", \"2022-08-27 07:40:17.000000+00:00\", \"2020-11-30 14:14:03.000000+00:00\"], \"session_ids\": [\"186eea30-04bc-4da6-b89d-e3bb1144d7e2\", \"cddfe36d-b27f-47b2-af4e-0ab8d9e34c52\", \"102b74b0-9605-4d74-a02a-005645019e71\"], \"total_duration\": 219.0, \"total_sessions\": 3, \"mean_week_duration\": 2.407}, \"14142\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-07-29 15:30:54.000000+00:00\", \"2019-01-22 06:31:54.000000+00:00\", \"2020-09-17 20:59:08.000000+00:00\"], \"session_ids\": [\"05e8ee66-dce1-4a54-a4a1-d973ae2b623b\", \"7e313cb2-0649-4e9d-996b-2c71c8d4792f\", \"36c10097-b633-408c-8568-ec49c4c924a0\"], \"total_duration\": 919.0, \"total_sessions\": 3, \"mean_week_duration\": 10.563}, \"9438\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-05-09 05:23:51.000000+00:00\", \"2023-01-25 22:47:13.000000+00:00\", \"2020-09-04 05:47:34.000000+00:00\", \"2021-08-08 08:42:00.000000+00:00\", \"2023-02-26 17:10:09.000000+00:00\", \"2023-02-14 08:02:00.000000+00:00\", \"2023-01-12 05:04:57.000000+00:00\", \"2019-05-28 11:36:31.000000+00:00\"], \"session_ids\": [\"2405cac0-489d-4496-8535-63976033390d\", \"459716cc-4af3-48b0-ae39-23de31e66d7d\", \"6b5159b8-cb1f-4159-87d5-7275b62bd998\", \"36a80b0c-f367-4a52-8386-1e59e3200e5e\", \"40946fbc-c8a6-4ad0-91c2-2a0b74c2a0e4\", \"6b06d6db-dede-4adc-b1e5-2ed7bab2fac6\", \"80a8fed7-9a38-42a0-90a4-24526e8c8f0f\", \"481069ff-f00a-4672-82cb-d3f4d867268c\"], \"total_duration\": 14277.0, \"total_sessions\": 8, \"mean_week_duration\": 72.842}, \"50572\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-27 11:11:40.000000+00:00\", \"2021-10-26 05:08:09.000000+00:00\"], \"session_ids\": [\"6a7fab33-1f0d-4041-84b1-42939845b5e1\", \"afc035e4-9bb4-4fef-9465-b09a964e42b3\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 3.41}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is Athens"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Athens\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding 5 users who are residing in city Istanbul and implement sorting by duration summation in descending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"62291\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-10-24 20:32:38.000000+00:00\", \"2020-11-29 08:37:13.000000+00:00\"], \"session_ids\": [\"a235afe4-b87a-45da-80cc-a927bd9db59d\", \"eb81101f-e523-4ff5-98de-aaa80f7c6c6c\"], \"total_duration\": 477.0, \"total_sessions\": 2, \"mean_week_duration\": 10.149}, \"15553\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-12-03 04:56:04.000000+00:00\", \"2022-07-11 19:28:25.000000+00:00\", \"2020-09-18 23:48:08.000000+00:00\", \"2019-11-15 11:33:09.000000+00:00\"], \"session_ids\": [\"6c518d3c-601d-4806-b975-c3879d1814f7\", \"2f9e3686-2407-4204-84b4-1342f369ee16\", \"6bfd5fee-bbe4-40c9-bf19-f6c15e7abcfe\", \"56ed76f7-6886-4ab3-acbe-76adfbf2c0ff\"], \"total_duration\": 588.0, \"total_sessions\": 4, \"mean_week_duration\": 4.23}, \"25195\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-05-31 19:53:31.000000+00:00\", \"2021-10-05 05:37:27.000000+00:00\"], \"session_ids\": [\"2978cac1-4ee5-442e-8938-0cb58e4d0ede\", \"1355039b-a42f-4fec-8de9-b74b5bd27dc2\"], \"total_duration\": 261.0, \"total_sessions\": 2, \"mean_week_duration\": 3.676}, \"86062\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-11-21 21:06:38.000000+00:00\", \"2022-03-24 02:37:16.000000+00:00\"], \"session_ids\": [\"9944183d-16de-4692-a752-31f0622f998d\", \"2ee352e9-f9bb-4083-bf68-6d1aac0c49e0\"], \"total_duration\": 441.0, \"total_sessions\": 2, \"mean_week_duration\": 6.3}, \"4702\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-10-25 19:32:56.000000+00:00\", \"2023-01-22 19:24:24.000000+00:00\"], \"session_ids\": [\"3ace5fb4-c1c3-489a-8c15-9bb599546556\", \"a7aa62e3-82e2-4c90-8411-4bf8cbff6d03\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.429}, \"15774\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-03-29 19:28:05.000000+00:00\", \"2020-10-18 17:59:15.000000+00:00\", \"2021-03-30 03:09:50.000000+00:00\", \"2020-03-18 07:10:07.000000+00:00\"], \"session_ids\": [\"f23e70a5-2fea-4a30-9bfc-3f55cdb288ed\", \"408b1ce1-74ed-4fcf-a55b-6b8e9c15bbfb\", \"fa39d2ce-3cb3-491f-aabb-63435118e9bf\", \"fa0c0642-1902-488d-b303-7a82d83f6916\"], \"total_duration\": 308.0, \"total_sessions\": 4, \"mean_week_duration\": 2.906}, \"6726\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-05-15 15:12:16.000000+00:00\", \"2020-05-08 03:44:25.000000+00:00\"], \"session_ids\": [\"46f3d583-171e-4753-93a8-98533d4069ff\", \"1814d034-fd30-46f1-a2f9-f7440fa9ac42\"], \"total_duration\": 285.0, \"total_sessions\": 2, \"mean_week_duration\": 5.481}, \"59357\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-08 10:39:22.000000+00:00\", \"2021-11-06 19:57:58.000000+00:00\"], \"session_ids\": [\"798ebf72-04fc-4a1f-aefb-fc54952515f7\", \"81e24b8a-45d7-48f4-8a3b-e51b672f83a2\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.574}, \"66893\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-11-07 14:30:25.000000+00:00\", \"2022-12-03 18:57:18.000000+00:00\"], \"session_ids\": [\"2cf1975f-4bcb-4aab-9285-5f20edaef8ec\", \"8935b3e5-450d-4dfb-a9ba-6ba71c7407d3\"], \"total_duration\": 456.0, \"total_sessions\": 2, \"mean_week_duration\": 8.143}, \"84095\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-06-18 21:54:30.000000+00:00\", \"2021-01-20 09:24:53.000000+00:00\"], \"session_ids\": [\"2fa5c056-e75a-49cd-b6a9-a36d898c9d2a\", \"509c4f69-be23-43e8-b952-b6f8a8598df5\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.675}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is Istanbul"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Istanbul\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about user who is leading user based on overall sessions count as well as do sorting by duration summation descendingly additionaly display me only 4 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"59614\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-02-05 23:32:34.000000+00:00\", \"2020-01-04 17:45:31.000000+00:00\"], \"session_ids\": [\"2676fde9-c084-46be-ba16-e7fecc9fbb5c\", \"aada62cc-9657-42dc-94b7-e89f91eab1bf\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 1.125}, \"36891\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-09-04 18:57:10.000000+00:00\", \"2021-01-14 17:30:25.000000+00:00\"], \"session_ids\": [\"e9f676b9-4a59-4f79-9296-fd122f294b3b\", \"bde4f0f4-4b07-4ba8-a1d7-06c97641ec5b\"], \"total_duration\": 447.0, \"total_sessions\": 2, \"mean_week_duration\": 13.147}, \"42136\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-14 09:11:02.000000+00:00\", \"2021-06-18 04:01:15.000000+00:00\", \"2022-02-07 09:44:15.000000+00:00\", \"2022-04-04 20:26:41.000000+00:00\", \"2022-05-25 07:31:14.000000+00:00\", \"2020-12-15 00:25:21.000000+00:00\", \"2020-10-29 12:41:39.000000+00:00\"], \"session_ids\": [\"f24caa3f-2d34-4f25-9b2e-4f7026135cc6\", \"0e76f700-5216-4ab2-a258-c30db6c887cd\", \"6a79601d-aede-45d6-825b-3702f540e790\", \"4b9b230e-efcb-4035-b2a6-a526b00e3f95\", \"f56ff375-e80f-4285-a60d-012ccd6c04eb\", \"7c692edf-7224-42bf-bc0f-e9028e313dd7\", \"02be83ba-921c-4403-80e0-6fbd1425f9e4\"], \"total_duration\": 2924.0, \"total_sessions\": 7, \"mean_week_duration\": 30.144}, \"72997\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-05-12 00:56:42.000000+00:00\", \"2021-12-03 19:52:19.000000+00:00\"], \"session_ids\": [\"db4e0d14-7510-4c03-a031-a6f65e140d34\", \"d79d6784-8b98-4424-9c0f-2d29c72aae84\"], \"total_duration\": 123.0, \"total_sessions\": 2, \"mean_week_duration\": 0.918}, \"57933\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-05-29 06:16:59.000000+00:00\", \"2023-01-29 11:08:45.000000+00:00\", \"2021-08-13 22:30:38.000000+00:00\"], \"session_ids\": [\"3148f44a-097d-4fdc-9bc7-1485fdcc3e1f\", \"f232eaf9-a130-4e6e-ac6f-eb92924bc93b\", \"686f5787-196a-431f-a679-9330731f5fc5\"], \"total_duration\": 372.0, \"total_sessions\": 3, \"mean_week_duration\": 3.957}, \"7300\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-03-09 18:55:42.000000+00:00\", \"2023-01-01 03:07:02.000000+00:00\"], \"session_ids\": [\"ce61ceb7-e2eb-4710-a72f-27ea6c493c92\", \"32203a51-73b9-4e04-bfa8-73e93deec4f2\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 1.041}, \"7737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-04-20 09:18:20.000000+00:00\", \"2021-03-03 02:41:22.000000+00:00\", \"2019-08-15 16:42:30.000000+00:00\", \"2020-09-25 09:11:16.000000+00:00\", \"2019-07-26 18:17:33.000000+00:00\", \"2019-03-04 18:21:36.000000+00:00\", \"2021-03-02 13:30:37.000000+00:00\", \"2019-03-11 05:57:48.000000+00:00\", \"2019-03-24 01:36:46.000000+00:00\", \"2020-07-03 13:55:15.000000+00:00\"], \"session_ids\": [\"9f7171f9-574f-498b-9b1e-f9193a275114\", \"fa1f665f-a133-454e-8efb-4e34445c4b4a\", \"39d9f904-734d-4832-853d-964f8b687abd\", \"71956659-0d52-4cf1-a684-a2ae64694c39\", \"56cb6f3d-e676-4538-bfa5-cbcf37105a77\", \"ed9a9dde-3511-42ad-bd92-35c8d06d56d9\", \"91f394ac-10c9-4757-9fa8-a6af773fb5a1\", \"0e7c75a2-cce4-4e05-9114-7e4f34ef22db\", \"b0f35adf-7dc1-4cde-8ee8-67c033c2336d\", \"a2fdaae4-adab-4bbd-806a-93533b71816d\"], \"total_duration\": 1317.0, \"total_sessions\": 10, \"mean_week_duration\": 8.03}, \"32912\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-01-29 10:18:35.000000+00:00\", \"2022-01-19 04:43:17.000000+00:00\", \"2022-11-15 20:11:02.000000+00:00\"], \"session_ids\": [\"2816417f-983c-46d0-9288-c23bc98f9765\", \"1e899015-a330-4422-8ffc-1f019ba1e246\", \"e46b4430-a84e-4ae5-ad22-1e6ae9a74d34\"], \"total_duration\": 150.0, \"total_sessions\": 3, \"mean_week_duration\": 1.596}, \"93706\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 6, \"Edit User Message Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-09-18 07:17:00.000000+00:00\", \"2020-12-30 20:37:46.000000+00:00\"], \"session_ids\": [\"3361e3a6-4da7-4f47-865c-51e8b2c90d2e\", \"2df80495-02b7-4e88-9166-55f6a1254a54\"], \"total_duration\": 136.0, \"total_sessions\": 2, \"mean_week_duration\": 2.03}, \"26855\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-02-07 07:04:21.000000+00:00\", \"2021-10-08 10:49:43.000000+00:00\"], \"session_ids\": [\"116f4a88-df27-4e4e-bb9b-2f01ce1575d2\", \"e357ffb2-5513-4468-8601-5ade0fceff6c\"], \"total_duration\": 487.0, \"total_sessions\": 2, \"mean_week_duration\": 6.957}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the highest 1 total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": true, \"quant_to_remain\": 1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"7737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-04-20 09:18:20.000000+00:00\", \"2021-03-03 02:41:22.000000+00:00\", \"2019-08-15 16:42:30.000000+00:00\", \"2020-09-25 09:11:16.000000+00:00\", \"2019-07-26 18:17:33.000000+00:00\", \"2019-03-04 18:21:36.000000+00:00\", \"2021-03-02 13:30:37.000000+00:00\", \"2019-03-11 05:57:48.000000+00:00\", \"2019-03-24 01:36:46.000000+00:00\", \"2020-07-03 13:55:15.000000+00:00\"], \"session_ids\": [\"9f7171f9-574f-498b-9b1e-f9193a275114\", \"fa1f665f-a133-454e-8efb-4e34445c4b4a\", \"39d9f904-734d-4832-853d-964f8b687abd\", \"71956659-0d52-4cf1-a684-a2ae64694c39\", \"56cb6f3d-e676-4538-bfa5-cbcf37105a77\", \"ed9a9dde-3511-42ad-bd92-35c8d06d56d9\", \"91f394ac-10c9-4757-9fa8-a6af773fb5a1\", \"0e7c75a2-cce4-4e05-9114-7e4f34ef22db\", \"b0f35adf-7dc1-4cde-8ee8-67c033c2336d\", \"a2fdaae4-adab-4bbd-806a-93533b71816d\"], \"total_duration\": 1317.0, \"total_sessions\": 10, \"mean_week_duration\": 8.03}}, {\"42136\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-14 09:11:02.000000+00:00\", \"2021-06-18 04:01:15.000000+00:00\", \"2022-02-07 09:44:15.000000+00:00\", \"2022-04-04 20:26:41.000000+00:00\", \"2022-05-25 07:31:14.000000+00:00\", \"2020-12-15 00:25:21.000000+00:00\", \"2020-10-29 12:41:39.000000+00:00\"], \"session_ids\": [\"f24caa3f-2d34-4f25-9b2e-4f7026135cc6\", \"0e76f700-5216-4ab2-a258-c30db6c887cd\", \"6a79601d-aede-45d6-825b-3702f540e790\", \"4b9b230e-efcb-4035-b2a6-a526b00e3f95\", \"f56ff375-e80f-4285-a60d-012ccd6c04eb\", \"7c692edf-7224-42bf-bc0f-e9028e313dd7\", \"02be83ba-921c-4403-80e0-6fbd1425f9e4\"], \"total_duration\": 2924.0, \"total_sessions\": 7, \"mean_week_duration\": 30.144}}, {\"57933\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-05-29 06:16:59.000000+00:00\", \"2023-01-29 11:08:45.000000+00:00\", \"2021-08-13 22:30:38.000000+00:00\"], \"session_ids\": [\"3148f44a-097d-4fdc-9bc7-1485fdcc3e1f\", \"f232eaf9-a130-4e6e-ac6f-eb92924bc93b\", \"686f5787-196a-431f-a679-9330731f5fc5\"], \"total_duration\": 372.0, \"total_sessions\": 3, \"mean_week_duration\": 3.957}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"42136\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-14 09:11:02.000000+00:00\", \"2021-06-18 04:01:15.000000+00:00\", \"2022-02-07 09:44:15.000000+00:00\", \"2022-04-04 20:26:41.000000+00:00\", \"2022-05-25 07:31:14.000000+00:00\", \"2020-12-15 00:25:21.000000+00:00\", \"2020-10-29 12:41:39.000000+00:00\"], \"session_ids\": [\"f24caa3f-2d34-4f25-9b2e-4f7026135cc6\", \"0e76f700-5216-4ab2-a258-c30db6c887cd\", \"6a79601d-aede-45d6-825b-3702f540e790\", \"4b9b230e-efcb-4035-b2a6-a526b00e3f95\", \"f56ff375-e80f-4285-a60d-012ccd6c04eb\", \"7c692edf-7224-42bf-bc0f-e9028e313dd7\", \"02be83ba-921c-4403-80e0-6fbd1425f9e4\"], \"total_duration\": 2924.0, \"total_sessions\": 7, \"mean_week_duration\": 30.144}}, {\"7737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-04-20 09:18:20.000000+00:00\", \"2021-03-03 02:41:22.000000+00:00\", \"2019-08-15 16:42:30.000000+00:00\", \"2020-09-25 09:11:16.000000+00:00\", \"2019-07-26 18:17:33.000000+00:00\", \"2019-03-04 18:21:36.000000+00:00\", \"2021-03-02 13:30:37.000000+00:00\", \"2019-03-11 05:57:48.000000+00:00\", \"2019-03-24 01:36:46.000000+00:00\", \"2020-07-03 13:55:15.000000+00:00\"], \"session_ids\": [\"9f7171f9-574f-498b-9b1e-f9193a275114\", \"fa1f665f-a133-454e-8efb-4e34445c4b4a\", \"39d9f904-734d-4832-853d-964f8b687abd\", \"71956659-0d52-4cf1-a684-a2ae64694c39\", \"56cb6f3d-e676-4538-bfa5-cbcf37105a77\", \"ed9a9dde-3511-42ad-bd92-35c8d06d56d9\", \"91f394ac-10c9-4757-9fa8-a6af773fb5a1\", \"0e7c75a2-cce4-4e05-9114-7e4f34ef22db\", \"b0f35adf-7dc1-4cde-8ee8-67c033c2336d\", \"a2fdaae4-adab-4bbd-806a-93533b71816d\"], \"total_duration\": 1317.0, \"total_sessions\": 10, \"mean_week_duration\": 8.03}}, {\"57933\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-05-29 06:16:59.000000+00:00\", \"2023-01-29 11:08:45.000000+00:00\", \"2021-08-13 22:30:38.000000+00:00\"], \"session_ids\": [\"3148f44a-097d-4fdc-9bc7-1485fdcc3e1f\", \"f232eaf9-a130-4e6e-ac6f-eb92924bc93b\", \"686f5787-196a-431f-a679-9330731f5fc5\"], \"total_duration\": 372.0, \"total_sessions\": 3, \"mean_week_duration\": 3.957}}]\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[{\"42136\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-14 09:11:02.000000+00:00\", \"2021-06-18 04:01:15.000000+00:00\", \"2022-02-07 09:44:15.000000+00:00\", \"2022-04-04 20:26:41.000000+00:00\", \"2022-05-25 07:31:14.000000+00:00\", \"2020-12-15 00:25:21.000000+00:00\", \"2020-10-29 12:41:39.000000+00:00\"], \"session_ids\": [\"f24caa3f-2d34-4f25-9b2e-4f7026135cc6\", \"0e76f700-5216-4ab2-a258-c30db6c887cd\", \"6a79601d-aede-45d6-825b-3702f540e790\", \"4b9b230e-efcb-4035-b2a6-a526b00e3f95\", \"f56ff375-e80f-4285-a60d-012ccd6c04eb\", \"7c692edf-7224-42bf-bc0f-e9028e313dd7\", \"02be83ba-921c-4403-80e0-6fbd1425f9e4\"], \"total_duration\": 2924.0, \"total_sessions\": 7, \"mean_week_duration\": 30.144}}, {\"7737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-04-20 09:18:20.000000+00:00\", \"2021-03-03 02:41:22.000000+00:00\", \"2019-08-15 16:42:30.000000+00:00\", \"2020-09-25 09:11:16.000000+00:00\", \"2019-07-26 18:17:33.000000+00:00\", \"2019-03-04 18:21:36.000000+00:00\", \"2021-03-02 13:30:37.000000+00:00\", \"2019-03-11 05:57:48.000000+00:00\", \"2019-03-24 01:36:46.000000+00:00\", \"2020-07-03 13:55:15.000000+00:00\"], \"session_ids\": [\"9f7171f9-574f-498b-9b1e-f9193a275114\", \"fa1f665f-a133-454e-8efb-4e34445c4b4a\", \"39d9f904-734d-4832-853d-964f8b687abd\", \"71956659-0d52-4cf1-a684-a2ae64694c39\", \"56cb6f3d-e676-4538-bfa5-cbcf37105a77\", \"ed9a9dde-3511-42ad-bd92-35c8d06d56d9\", \"91f394ac-10c9-4757-9fa8-a6af773fb5a1\", \"0e7c75a2-cce4-4e05-9114-7e4f34ef22db\", \"b0f35adf-7dc1-4cde-8ee8-67c033c2336d\", \"a2fdaae4-adab-4bbd-806a-93533b71816d\"], \"total_duration\": 1317.0, \"total_sessions\": 10, \"mean_week_duration\": 8.03}}, {\"57933\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-05-29 06:16:59.000000+00:00\", \"2023-01-29 11:08:45.000000+00:00\", \"2021-08-13 22:30:38.000000+00:00\"], \"session_ids\": [\"3148f44a-097d-4fdc-9bc7-1485fdcc3e1f\", \"f232eaf9-a130-4e6e-ac6f-eb92924bc93b\", \"686f5787-196a-431f-a679-9330731f5fc5\"], \"total_duration\": 372.0, \"total_sessions\": 3, \"mean_week_duration\": 3.957}}]\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[{\"42136\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-14 09:11:02.000000+00:00\", \"2021-06-18 04:01:15.000000+00:00\", \"2022-02-07 09:44:15.000000+00:00\", \"2022-04-04 20:26:41.000000+00:00\", \"2022-05-25 07:31:14.000000+00:00\", \"2020-12-15 00:25:21.000000+00:00\", \"2020-10-29 12:41:39.000000+00:00\"], \"session_ids\": [\"f24caa3f-2d34-4f25-9b2e-4f7026135cc6\", \"0e76f700-5216-4ab2-a258-c30db6c887cd\", \"6a79601d-aede-45d6-825b-3702f540e790\", \"4b9b230e-efcb-4035-b2a6-a526b00e3f95\", \"f56ff375-e80f-4285-a60d-012ccd6c04eb\", \"7c692edf-7224-42bf-bc0f-e9028e313dd7\", \"02be83ba-921c-4403-80e0-6fbd1425f9e4\"], \"total_duration\": 2924.0, \"total_sessions\": 7, \"mean_week_duration\": 30.144}}, {\"7737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-04-20 09:18:20.000000+00:00\", \"2021-03-03 02:41:22.000000+00:00\", \"2019-08-15 16:42:30.000000+00:00\", \"2020-09-25 09:11:16.000000+00:00\", \"2019-07-26 18:17:33.000000+00:00\", \"2019-03-04 18:21:36.000000+00:00\", \"2021-03-02 13:30:37.000000+00:00\", \"2019-03-11 05:57:48.000000+00:00\", \"2019-03-24 01:36:46.000000+00:00\", \"2020-07-03 13:55:15.000000+00:00\"], \"session_ids\": [\"9f7171f9-574f-498b-9b1e-f9193a275114\", \"fa1f665f-a133-454e-8efb-4e34445c4b4a\", \"39d9f904-734d-4832-853d-964f8b687abd\", \"71956659-0d52-4cf1-a684-a2ae64694c39\", \"56cb6f3d-e676-4538-bfa5-cbcf37105a77\", \"ed9a9dde-3511-42ad-bd92-35c8d06d56d9\", \"91f394ac-10c9-4757-9fa8-a6af773fb5a1\", \"0e7c75a2-cce4-4e05-9114-7e4f34ef22db\", \"b0f35adf-7dc1-4cde-8ee8-67c033c2336d\", \"a2fdaae4-adab-4bbd-806a-93533b71816d\"], \"total_duration\": 1317.0, \"total_sessions\": 10, \"mean_week_duration\": 8.03}}, {\"57933\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-05-29 06:16:59.000000+00:00\", \"2023-01-29 11:08:45.000000+00:00\", \"2021-08-13 22:30:38.000000+00:00\"], \"session_ids\": [\"3148f44a-097d-4fdc-9bc7-1485fdcc3e1f\", \"f232eaf9-a130-4e6e-ac6f-eb92924bc93b\", \"686f5787-196a-431f-a679-9330731f5fc5\"], \"total_duration\": 372.0, \"total_sessions\": 3, \"mean_week_duration\": 3.957}}]\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 7 users pieces of information who don't currently live in cities Karachi, Bridgetown, Singapore City, Lisbon, Mumbai, Athens additionaly implement sorting by overall sessions count ascendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"37392\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-12-16 05:55:09.000000+00:00\", \"2023-02-12 17:54:18.000000+00:00\"], \"session_ids\": [\"3ceb7577-1799-4854-9675-02201c2b8763\", \"b13524f5-735d-490c-884a-a348767ec767\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.752}, \"80183\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-04-08 22:54:24.000000+00:00\", \"2019-10-13 09:36:33.000000+00:00\"], \"session_ids\": [\"cca1e4f3-b8a3-41d1-a310-a5940b9bf555\", \"f4912a8f-fcb0-4749-b880-421ab435b31a\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 1.162}, \"8406\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-07-11 21:12:05.000000+00:00\", \"2022-03-23 11:39:44.000000+00:00\"], \"session_ids\": [\"f0e0eb2a-1d9e-482f-8b93-3d4aba6c0a55\", \"43821603-532e-494e-a9f2-76b236abbfd5\"], \"total_duration\": 387.0, \"total_sessions\": 2, \"mean_week_duration\": 10.459}, \"46570\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-06-26 02:25:21.000000+00:00\", \"2021-06-18 23:27:48.000000+00:00\", \"2023-06-25 16:18:28.000000+00:00\"], \"session_ids\": [\"62ad3f8e-97eb-477a-88c5-fa08d2601446\", \"fcd076c4-ec8f-4dbd-8de9-8f98c72e13f0\", \"88c49b58-2034-4ec6-8e9e-fd18c784fe72\"], \"total_duration\": 602.0, \"total_sessions\": 3, \"mean_week_duration\": 5.679}, \"96759\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-04-10 03:27:40.000000+00:00\", \"2021-06-20 16:16:16.000000+00:00\", \"2019-05-09 13:40:40.000000+00:00\", \"2020-04-18 21:10:43.000000+00:00\", \"2021-01-09 06:40:37.000000+00:00\", \"2022-11-17 09:20:09.000000+00:00\", \"2021-03-17 12:48:56.000000+00:00\", \"2021-05-06 12:33:04.000000+00:00\", \"2021-07-16 10:26:19.000000+00:00\"], \"session_ids\": [\"0e1ef5fb-9b63-4f13-933e-46182103e424\", \"91517784-fcc6-4f85-9793-e945966e5a5f\", \"388731f6-6491-436a-a5b3-39e44f1c8441\", \"8bb97ca8-6a8a-4128-b7ef-3d0611584c5e\", \"f93e2bf5-5988-4e6d-9368-00db999532cc\", \"b281d240-85c1-4627-b7f6-d655fd67a367\", \"46e7fa44-f7e8-424f-b66e-4a676d7c6528\", \"2c31c5c4-068b-42fc-9cd7-35b1b95aadd4\", \"1a399a6c-51e9-4300-a4aa-7179b9969a69\"], \"total_duration\": 2839.0, \"total_sessions\": 9, \"mean_week_duration\": 13.849}, \"32772\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-03-30 07:22:25.000000+00:00\", \"2021-10-12 05:28:48.000000+00:00\", \"2023-01-29 03:30:09.000000+00:00\"], \"session_ids\": [\"f5fb2801-c597-424e-9df6-b37843f9481a\", \"c609bb7f-1025-4fcd-a123-bb3a827ed21b\", \"4b83b2d1-93e4-4f2c-a69f-cb54c3b15438\"], \"total_duration\": 557.0, \"total_sessions\": 3, \"mean_week_duration\": 2.785}, \"43978\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-03-23 23:41:24.000000+00:00\", \"2019-07-26 21:20:12.000000+00:00\"], \"session_ids\": [\"eb1022bb-44d1-43d1-b03a-5aa80e460c20\", \"e7ff817f-86da-41b2-9450-98192791a1c4\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 1.138}, \"24224\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-05-22 13:24:45.000000+00:00\", \"2020-07-09 20:04:59.000000+00:00\"], \"session_ids\": [\"5308985e-df19-4216-9176-a217662344f0\", \"33bd38b5-e7c9-49e9-a908-fa51926b7fe2\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 0.96}, \"94017\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-11-21 19:49:21.000000+00:00\", \"2022-07-18 20:49:20.000000+00:00\", \"2019-07-04 20:03:36.000000+00:00\"], \"session_ids\": [\"3a0d0f66-27b0-473a-818e-f64f8afadef6\", \"8040e9d6-b3f6-4db0-813a-c55d9c90f824\", \"09391d50-c69c-4090-8602-590b521c19a2\"], \"total_duration\": 78.0, \"total_sessions\": 3, \"mean_week_duration\": 0.491}, \"22478\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-08-28 08:03:54.000000+00:00\", \"2021-12-29 21:08:40.000000+00:00\", \"2020-07-30 17:34:26.000000+00:00\"], \"session_ids\": [\"16b31695-1465-420a-966c-6ed4bac16be3\", \"02243ae1-0b60-4e43-bb7d-d59468f6171d\", \"ebafdf87-446a-4e49-b3cd-f70ba6a69887\"], \"total_duration\": 1074.0, \"total_sessions\": 3, \"mean_week_duration\": 14.514}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not Karachi, Bridgetown, Singapore City, Larebon, Mumbai, Athens"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Karachi\", \"Bridgetown\", \"Singapore City\", \"Lisbon\", \"Mumbai\", \"Athens\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"37392\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-12-16 05:55:09.000000+00:00\", \"2023-02-12 17:54:18.000000+00:00\"], \"session_ids\": [\"3ceb7577-1799-4854-9675-02201c2b8763\", \"b13524f5-735d-490c-884a-a348767ec767\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.752}, \"80183\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-04-08 22:54:24.000000+00:00\", \"2019-10-13 09:36:33.000000+00:00\"], \"session_ids\": [\"cca1e4f3-b8a3-41d1-a310-a5940b9bf555\", \"f4912a8f-fcb0-4749-b880-421ab435b31a\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 1.162}, \"8406\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-07-11 21:12:05.000000+00:00\", \"2022-03-23 11:39:44.000000+00:00\"], \"session_ids\": [\"f0e0eb2a-1d9e-482f-8b93-3d4aba6c0a55\", \"43821603-532e-494e-a9f2-76b236abbfd5\"], \"total_duration\": 387.0, \"total_sessions\": 2, \"mean_week_duration\": 10.459}, \"46570\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-06-26 02:25:21.000000+00:00\", \"2021-06-18 23:27:48.000000+00:00\", \"2023-06-25 16:18:28.000000+00:00\"], \"session_ids\": [\"62ad3f8e-97eb-477a-88c5-fa08d2601446\", \"fcd076c4-ec8f-4dbd-8de9-8f98c72e13f0\", \"88c49b58-2034-4ec6-8e9e-fd18c784fe72\"], \"total_duration\": 602.0, \"total_sessions\": 3, \"mean_week_duration\": 5.679}, \"96759\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-04-10 03:27:40.000000+00:00\", \"2021-06-20 16:16:16.000000+00:00\", \"2019-05-09 13:40:40.000000+00:00\", \"2020-04-18 21:10:43.000000+00:00\", \"2021-01-09 06:40:37.000000+00:00\", \"2022-11-17 09:20:09.000000+00:00\", \"2021-03-17 12:48:56.000000+00:00\", \"2021-05-06 12:33:04.000000+00:00\", \"2021-07-16 10:26:19.000000+00:00\"], \"session_ids\": [\"0e1ef5fb-9b63-4f13-933e-46182103e424\", \"91517784-fcc6-4f85-9793-e945966e5a5f\", \"388731f6-6491-436a-a5b3-39e44f1c8441\", \"8bb97ca8-6a8a-4128-b7ef-3d0611584c5e\", \"f93e2bf5-5988-4e6d-9368-00db999532cc\", \"b281d240-85c1-4627-b7f6-d655fd67a367\", \"46e7fa44-f7e8-424f-b66e-4a676d7c6528\", \"2c31c5c4-068b-42fc-9cd7-35b1b95aadd4\", \"1a399a6c-51e9-4300-a4aa-7179b9969a69\"], \"total_duration\": 2839.0, \"total_sessions\": 9, \"mean_week_duration\": 13.849}, \"43978\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-03-23 23:41:24.000000+00:00\", \"2019-07-26 21:20:12.000000+00:00\"], \"session_ids\": [\"eb1022bb-44d1-43d1-b03a-5aa80e460c20\", \"e7ff817f-86da-41b2-9450-98192791a1c4\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 1.138}, \"24224\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-05-22 13:24:45.000000+00:00\", \"2020-07-09 20:04:59.000000+00:00\"], \"session_ids\": [\"5308985e-df19-4216-9176-a217662344f0\", \"33bd38b5-e7c9-49e9-a908-fa51926b7fe2\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 0.96}, \"94017\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-11-21 19:49:21.000000+00:00\", \"2022-07-18 20:49:20.000000+00:00\", \"2019-07-04 20:03:36.000000+00:00\"], \"session_ids\": [\"3a0d0f66-27b0-473a-818e-f64f8afadef6\", \"8040e9d6-b3f6-4db0-813a-c55d9c90f824\", \"09391d50-c69c-4090-8602-590b521c19a2\"], \"total_duration\": 78.0, \"total_sessions\": 3, \"mean_week_duration\": 0.491}, \"22478\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-08-28 08:03:54.000000+00:00\", \"2021-12-29 21:08:40.000000+00:00\", \"2020-07-30 17:34:26.000000+00:00\"], \"session_ids\": [\"16b31695-1465-420a-966c-6ed4bac16be3\", \"02243ae1-0b60-4e43-bb7d-d59468f6171d\", \"ebafdf87-446a-4e49-b3cd-f70ba6a69887\"], \"total_duration\": 1074.0, \"total_sessions\": 3, \"mean_week_duration\": 14.514}}\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[{\"37392\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-12-16 05:55:09.000000+00:00\", \"2023-02-12 17:54:18.000000+00:00\"], \"session_ids\": [\"3ceb7577-1799-4854-9675-02201c2b8763\", \"b13524f5-735d-490c-884a-a348767ec767\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.752}}, {\"80183\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-04-08 22:54:24.000000+00:00\", \"2019-10-13 09:36:33.000000+00:00\"], \"session_ids\": [\"cca1e4f3-b8a3-41d1-a310-a5940b9bf555\", \"f4912a8f-fcb0-4749-b880-421ab435b31a\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 1.162}}, {\"8406\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-07-11 21:12:05.000000+00:00\", \"2022-03-23 11:39:44.000000+00:00\"], \"session_ids\": [\"f0e0eb2a-1d9e-482f-8b93-3d4aba6c0a55\", \"43821603-532e-494e-a9f2-76b236abbfd5\"], \"total_duration\": 387.0, \"total_sessions\": 2, \"mean_week_duration\": 10.459}}, {\"43978\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-03-23 23:41:24.000000+00:00\", \"2019-07-26 21:20:12.000000+00:00\"], \"session_ids\": [\"eb1022bb-44d1-43d1-b03a-5aa80e460c20\", \"e7ff817f-86da-41b2-9450-98192791a1c4\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 1.138}}, {\"24224\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-05-22 13:24:45.000000+00:00\", \"2020-07-09 20:04:59.000000+00:00\"], \"session_ids\": [\"5308985e-df19-4216-9176-a217662344f0\", \"33bd38b5-e7c9-49e9-a908-fa51926b7fe2\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 0.96}}, {\"46570\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-06-26 02:25:21.000000+00:00\", \"2021-06-18 23:27:48.000000+00:00\", \"2023-06-25 16:18:28.000000+00:00\"], \"session_ids\": [\"62ad3f8e-97eb-477a-88c5-fa08d2601446\", \"fcd076c4-ec8f-4dbd-8de9-8f98c72e13f0\", \"88c49b58-2034-4ec6-8e9e-fd18c784fe72\"], \"total_duration\": 602.0, \"total_sessions\": 3, \"mean_week_duration\": 5.679}}, {\"94017\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-11-21 19:49:21.000000+00:00\", \"2022-07-18 20:49:20.000000+00:00\", \"2019-07-04 20:03:36.000000+00:00\"], \"session_ids\": [\"3a0d0f66-27b0-473a-818e-f64f8afadef6\", \"8040e9d6-b3f6-4db0-813a-c55d9c90f824\", \"09391d50-c69c-4090-8602-590b521c19a2\"], \"total_duration\": 78.0, \"total_sessions\": 3, \"mean_week_duration\": 0.491}}, {\"22478\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-08-28 08:03:54.000000+00:00\", \"2021-12-29 21:08:40.000000+00:00\", \"2020-07-30 17:34:26.000000+00:00\"], \"session_ids\": [\"16b31695-1465-420a-966c-6ed4bac16be3\", \"02243ae1-0b60-4e43-bb7d-d59468f6171d\", \"ebafdf87-446a-4e49-b3cd-f70ba6a69887\"], \"total_duration\": 1074.0, \"total_sessions\": 3, \"mean_week_duration\": 14.514}}, {\"96759\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-04-10 03:27:40.000000+00:00\", \"2021-06-20 16:16:16.000000+00:00\", \"2019-05-09 13:40:40.000000+00:00\", \"2020-04-18 21:10:43.000000+00:00\", \"2021-01-09 06:40:37.000000+00:00\", \"2022-11-17 09:20:09.000000+00:00\", \"2021-03-17 12:48:56.000000+00:00\", \"2021-05-06 12:33:04.000000+00:00\", \"2021-07-16 10:26:19.000000+00:00\"], \"session_ids\": [\"0e1ef5fb-9b63-4f13-933e-46182103e424\", \"91517784-fcc6-4f85-9793-e945966e5a5f\", \"388731f6-6491-436a-a5b3-39e44f1c8441\", \"8bb97ca8-6a8a-4128-b7ef-3d0611584c5e\", \"f93e2bf5-5988-4e6d-9368-00db999532cc\", \"b281d240-85c1-4627-b7f6-d655fd67a367\", \"46e7fa44-f7e8-424f-b66e-4a676d7c6528\", \"2c31c5c4-068b-42fc-9cd7-35b1b95aadd4\", \"1a399a6c-51e9-4300-a4aa-7179b9969a69\"], \"total_duration\": 2839.0, \"total_sessions\": 9, \"mean_week_duration\": 13.849}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 7 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"37392\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-12-16 05:55:09.000000+00:00\", \"2023-02-12 17:54:18.000000+00:00\"], \"session_ids\": [\"3ceb7577-1799-4854-9675-02201c2b8763\", \"b13524f5-735d-490c-884a-a348767ec767\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.752}}, {\"80183\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-04-08 22:54:24.000000+00:00\", \"2019-10-13 09:36:33.000000+00:00\"], \"session_ids\": [\"cca1e4f3-b8a3-41d1-a310-a5940b9bf555\", \"f4912a8f-fcb0-4749-b880-421ab435b31a\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 1.162}}, {\"8406\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-07-11 21:12:05.000000+00:00\", \"2022-03-23 11:39:44.000000+00:00\"], \"session_ids\": [\"f0e0eb2a-1d9e-482f-8b93-3d4aba6c0a55\", \"43821603-532e-494e-a9f2-76b236abbfd5\"], \"total_duration\": 387.0, \"total_sessions\": 2, \"mean_week_duration\": 10.459}}, {\"43978\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-03-23 23:41:24.000000+00:00\", \"2019-07-26 21:20:12.000000+00:00\"], \"session_ids\": [\"eb1022bb-44d1-43d1-b03a-5aa80e460c20\", \"e7ff817f-86da-41b2-9450-98192791a1c4\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 1.138}}, {\"24224\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-05-22 13:24:45.000000+00:00\", \"2020-07-09 20:04:59.000000+00:00\"], \"session_ids\": [\"5308985e-df19-4216-9176-a217662344f0\", \"33bd38b5-e7c9-49e9-a908-fa51926b7fe2\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 0.96}}, {\"46570\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-06-26 02:25:21.000000+00:00\", \"2021-06-18 23:27:48.000000+00:00\", \"2023-06-25 16:18:28.000000+00:00\"], \"session_ids\": [\"62ad3f8e-97eb-477a-88c5-fa08d2601446\", \"fcd076c4-ec8f-4dbd-8de9-8f98c72e13f0\", \"88c49b58-2034-4ec6-8e9e-fd18c784fe72\"], \"total_duration\": 602.0, \"total_sessions\": 3, \"mean_week_duration\": 5.679}}, {\"94017\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-11-21 19:49:21.000000+00:00\", \"2022-07-18 20:49:20.000000+00:00\", \"2019-07-04 20:03:36.000000+00:00\"], \"session_ids\": [\"3a0d0f66-27b0-473a-818e-f64f8afadef6\", \"8040e9d6-b3f6-4db0-813a-c55d9c90f824\", \"09391d50-c69c-4090-8602-590b521c19a2\"], \"total_duration\": 78.0, \"total_sessions\": 3, \"mean_week_duration\": 0.491}}]\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[{\"37392\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-12-16 05:55:09.000000+00:00\", \"2023-02-12 17:54:18.000000+00:00\"], \"session_ids\": [\"3ceb7577-1799-4854-9675-02201c2b8763\", \"b13524f5-735d-490c-884a-a348767ec767\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.752}}, {\"80183\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-04-08 22:54:24.000000+00:00\", \"2019-10-13 09:36:33.000000+00:00\"], \"session_ids\": [\"cca1e4f3-b8a3-41d1-a310-a5940b9bf555\", \"f4912a8f-fcb0-4749-b880-421ab435b31a\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 1.162}}, {\"8406\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-07-11 21:12:05.000000+00:00\", \"2022-03-23 11:39:44.000000+00:00\"], \"session_ids\": [\"f0e0eb2a-1d9e-482f-8b93-3d4aba6c0a55\", \"43821603-532e-494e-a9f2-76b236abbfd5\"], \"total_duration\": 387.0, \"total_sessions\": 2, \"mean_week_duration\": 10.459}}, {\"43978\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-03-23 23:41:24.000000+00:00\", \"2019-07-26 21:20:12.000000+00:00\"], \"session_ids\": [\"eb1022bb-44d1-43d1-b03a-5aa80e460c20\", \"e7ff817f-86da-41b2-9450-98192791a1c4\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 1.138}}, {\"24224\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-05-22 13:24:45.000000+00:00\", \"2020-07-09 20:04:59.000000+00:00\"], \"session_ids\": [\"5308985e-df19-4216-9176-a217662344f0\", \"33bd38b5-e7c9-49e9-a908-fa51926b7fe2\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 0.96}}, {\"46570\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-06-26 02:25:21.000000+00:00\", \"2021-06-18 23:27:48.000000+00:00\", \"2023-06-25 16:18:28.000000+00:00\"], \"session_ids\": [\"62ad3f8e-97eb-477a-88c5-fa08d2601446\", \"fcd076c4-ec8f-4dbd-8de9-8f98c72e13f0\", \"88c49b58-2034-4ec6-8e9e-fd18c784fe72\"], \"total_duration\": 602.0, \"total_sessions\": 3, \"mean_week_duration\": 5.679}}, {\"94017\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-11-21 19:49:21.000000+00:00\", \"2022-07-18 20:49:20.000000+00:00\", \"2019-07-04 20:03:36.000000+00:00\"], \"session_ids\": [\"3a0d0f66-27b0-473a-818e-f64f8afadef6\", \"8040e9d6-b3f6-4db0-813a-c55d9c90f824\", \"09391d50-c69c-4090-8602-590b521c19a2\"], \"total_duration\": 78.0, \"total_sessions\": 3, \"mean_week_duration\": 0.491}}]\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 4 users whose average week duration is bigger than 44 and smaller than 9 (not including) and sort by aver of time using the app per week descending."
}
] |
[
{
"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{\"99110\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-11-02 10:27:12.000000+00:00\", \"2021-09-21 10:24:02.000000+00:00\", \"2019-08-18 03:48:15.000000+00:00\", \"2019-03-20 02:00:09.000000+00:00\", \"2021-09-25 07:03:03.000000+00:00\", \"2019-11-25 02:04:02.000000+00:00\", \"2022-11-06 10:51:13.000000+00:00\", \"2023-06-11 02:18:13.000000+00:00\", \"2021-12-04 18:36:05.000000+00:00\"], \"session_ids\": [\"0005f8a5-76df-4ef4-ba1b-beedb486e9ef\", \"7805d4fa-ef72-48b4-905a-27138ce59c6c\", \"e86c9ac3-2f0b-4ea9-b7fe-d47da2faf34d\", \"82d21ccf-db8e-4cb8-9081-b065b38c8a92\", \"f80efbd5-af36-418e-bf8e-567cb99e35c2\", \"7bead6b8-d1f6-4683-bea0-262f55602c3b\", \"66c95946-f4a9-4d3e-91c7-fac810cab534\", \"00889e75-1ee1-4f81-8728-f03188b7ef80\", \"51c389ab-8414-4f89-ad5e-c5a4e461829b\"], \"total_duration\": 2807.0, \"total_sessions\": 9, \"mean_week_duration\": 12.701}, \"29226\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-09-07 23:51:42.000000+00:00\", \"2020-05-30 04:22:09.000000+00:00\", \"2019-05-01 21:09:46.000000+00:00\", \"2020-04-29 03:06:50.000000+00:00\", \"2019-02-16 14:36:23.000000+00:00\", \"2020-12-12 07:40:38.000000+00:00\", \"2020-03-04 19:21:12.000000+00:00\", \"2020-06-01 18:38:56.000000+00:00\"], \"session_ids\": [\"4c289497-e2d8-4c1d-8b39-57f409284f3c\", \"e1b20274-e9a8-494b-ba2b-c73a0e68763b\", \"d2e07587-1b01-4233-ab16-234ad08cd8cb\", \"05c41f78-90c0-414c-8682-cfb3a7f299f1\", \"6869ea8c-4d41-410d-928d-d8b7b4508680\", \"d7579f53-1ca1-4ee7-88f4-9440462e290d\", \"86f5f29a-e489-4eb7-b2f5-167300a9dac3\", \"e8c272b8-6fc7-4f2d-a93f-e48f3d2c0441\"], \"total_duration\": 9212.0, \"total_sessions\": 8, \"mean_week_duration\": 68.746}, \"91935\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-11-21 09:47:10.000000+00:00\", \"2019-02-07 00:16:28.000000+00:00\", \"2022-02-22 00:56:38.000000+00:00\", \"2020-03-08 20:07:52.000000+00:00\"], \"session_ids\": [\"bc8cc08e-9cee-4b02-bfad-956d50cde018\", \"96ed5a4d-85c3-4358-ba3c-ddf277287371\", \"43058501-4860-4187-9698-a2708f9f9ada\", \"c0f1a446-36cd-42c0-894f-b5eda75aa129\"], \"total_duration\": 822.0, \"total_sessions\": 4, \"mean_week_duration\": 5.17}, \"30848\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2020-01-18 23:30:30.000000+00:00\", \"2020-03-07 05:37:51.000000+00:00\"], \"session_ids\": [\"c749d407-6a0e-4104-b17a-988d74bda263\", \"9c079386-7742-423d-bd47-ad1a78aabf15\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 12.429}, \"95745\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-03-25 15:45:00.000000+00:00\", \"2021-01-20 19:10:44.000000+00:00\", \"2022-08-24 04:38:04.000000+00:00\", \"2022-11-08 03:47:42.000000+00:00\", \"2021-09-22 12:02:39.000000+00:00\"], \"session_ids\": [\"c241650b-386f-429a-8eba-e75909d5f4d6\", \"482d4717-a052-4bf2-a18e-cd49d8597fe3\", \"10e115e5-ba21-43ec-8ab3-d762cdb36b25\", \"9d444742-1900-4102-915c-12e251f43e51\", \"ea32bac0-692d-4c4c-b72e-64bfb7dca1e3\"], \"total_duration\": 637.0, \"total_sessions\": 5, \"mean_week_duration\": 6.777}, \"92386\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-06-13 22:33:44.000000+00:00\", \"2020-04-21 18:10:04.000000+00:00\"], \"session_ids\": [\"bc68578f-f302-43ac-aed0-c506a27de9b4\", \"1371e65d-cb28-4aa5-a056-097c87cb9798\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.967}, \"89043\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-01-22 02:06:49.000000+00:00\", \"2020-11-10 02:15:51.000000+00:00\", \"2020-07-03 21:53:27.000000+00:00\", \"2022-02-22 17:43:27.000000+00:00\"], \"session_ids\": [\"c5d5a07d-f8cc-4604-9baf-2719ba097647\", \"e6c2108d-0d09-47b6-a116-b143774b177f\", \"9137cde5-fc49-4158-a3ad-3fc70f9cacce\", \"cea55659-2b04-485e-8de5-efabfa10ce3a\"], \"total_duration\": 90.0, \"total_sessions\": 4, \"mean_week_duration\": 1.047}, \"69399\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-03-28 23:27:52.000000+00:00\", \"2022-02-15 16:51:11.000000+00:00\", \"2020-08-12 12:11:56.000000+00:00\", \"2020-08-06 11:55:27.000000+00:00\", \"2020-08-27 08:59:56.000000+00:00\"], \"session_ids\": [\"08f6f92d-7f53-4bb4-981d-cff902de8691\", \"8b7c1adb-53b0-47c4-a2f2-654fe12bdd3a\", \"39415664-1b1a-4ef8-a7f3-098d43e11c3a\", \"b2c57249-92c2-45f5-a238-417b384834af\", \"6aa35ff7-ffdd-4193-addc-d8718544fba8\"], \"total_duration\": 69.0, \"total_sessions\": 5, \"mean_week_duration\": 0.697}, \"83486\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-04-22 14:53:54.000000+00:00\", \"2019-12-01 21:32:52.000000+00:00\"], \"session_ids\": [\"0d84ffec-03e8-4a24-98bb-c099e0cf1dd4\", \"29f0bb70-9f2e-49a6-b90d-35df0b8d62a9\"], \"total_duration\": 406.0, \"total_sessions\": 2, \"mean_week_duration\": 12.688}, \"42757\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-10-01 19:08:48.000000+00:00\", \"2023-02-13 09:31:34.000000+00:00\"], \"session_ids\": [\"c963fa9a-0a7c-4b1e-810c-a87dec727b03\", \"a419ef32-c1c6-4a53-a463-3eb0b65f7055\"], \"total_duration\": 447.0, \"total_sessions\": 2, \"mean_week_duration\": 2.54}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are less than 9 and are equal or greater than 44"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[9, 44]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"91935\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-11-21 09:47:10.000000+00:00\", \"2019-02-07 00:16:28.000000+00:00\", \"2022-02-22 00:56:38.000000+00:00\", \"2020-03-08 20:07:52.000000+00:00\"], \"session_ids\": [\"bc8cc08e-9cee-4b02-bfad-956d50cde018\", \"96ed5a4d-85c3-4358-ba3c-ddf277287371\", \"43058501-4860-4187-9698-a2708f9f9ada\", \"c0f1a446-36cd-42c0-894f-b5eda75aa129\"], \"total_duration\": 822.0, \"total_sessions\": 4, \"mean_week_duration\": 5.17}, \"95745\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-03-25 15:45:00.000000+00:00\", \"2021-01-20 19:10:44.000000+00:00\", \"2022-08-24 04:38:04.000000+00:00\", \"2022-11-08 03:47:42.000000+00:00\", \"2021-09-22 12:02:39.000000+00:00\"], \"session_ids\": [\"c241650b-386f-429a-8eba-e75909d5f4d6\", \"482d4717-a052-4bf2-a18e-cd49d8597fe3\", \"10e115e5-ba21-43ec-8ab3-d762cdb36b25\", \"9d444742-1900-4102-915c-12e251f43e51\", \"ea32bac0-692d-4c4c-b72e-64bfb7dca1e3\"], \"total_duration\": 637.0, \"total_sessions\": 5, \"mean_week_duration\": 6.777}, \"92386\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-06-13 22:33:44.000000+00:00\", \"2020-04-21 18:10:04.000000+00:00\"], \"session_ids\": [\"bc68578f-f302-43ac-aed0-c506a27de9b4\", \"1371e65d-cb28-4aa5-a056-097c87cb9798\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.967}, \"89043\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-01-22 02:06:49.000000+00:00\", \"2020-11-10 02:15:51.000000+00:00\", \"2020-07-03 21:53:27.000000+00:00\", \"2022-02-22 17:43:27.000000+00:00\"], \"session_ids\": [\"c5d5a07d-f8cc-4604-9baf-2719ba097647\", \"e6c2108d-0d09-47b6-a116-b143774b177f\", \"9137cde5-fc49-4158-a3ad-3fc70f9cacce\", \"cea55659-2b04-485e-8de5-efabfa10ce3a\"], \"total_duration\": 90.0, \"total_sessions\": 4, \"mean_week_duration\": 1.047}, \"69399\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-03-28 23:27:52.000000+00:00\", \"2022-02-15 16:51:11.000000+00:00\", \"2020-08-12 12:11:56.000000+00:00\", \"2020-08-06 11:55:27.000000+00:00\", \"2020-08-27 08:59:56.000000+00:00\"], \"session_ids\": [\"08f6f92d-7f53-4bb4-981d-cff902de8691\", \"8b7c1adb-53b0-47c4-a2f2-654fe12bdd3a\", \"39415664-1b1a-4ef8-a7f3-098d43e11c3a\", \"b2c57249-92c2-45f5-a238-417b384834af\", \"6aa35ff7-ffdd-4193-addc-d8718544fba8\"], \"total_duration\": 69.0, \"total_sessions\": 5, \"mean_week_duration\": 0.697}, \"42757\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-10-01 19:08:48.000000+00:00\", \"2023-02-13 09:31:34.000000+00:00\"], \"session_ids\": [\"c963fa9a-0a7c-4b1e-810c-a87dec727b03\", \"a419ef32-c1c6-4a53-a463-3eb0b65f7055\"], \"total_duration\": 447.0, \"total_sessions\": 2, \"mean_week_duration\": 2.54}, \"29226\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-09-07 23:51:42.000000+00:00\", \"2020-05-30 04:22:09.000000+00:00\", \"2019-05-01 21:09:46.000000+00:00\", \"2020-04-29 03:06:50.000000+00:00\", \"2019-02-16 14:36:23.000000+00:00\", \"2020-12-12 07:40:38.000000+00:00\", \"2020-03-04 19:21:12.000000+00:00\", \"2020-06-01 18:38:56.000000+00:00\"], \"session_ids\": [\"4c289497-e2d8-4c1d-8b39-57f409284f3c\", \"e1b20274-e9a8-494b-ba2b-c73a0e68763b\", \"d2e07587-1b01-4233-ab16-234ad08cd8cb\", \"05c41f78-90c0-414c-8682-cfb3a7f299f1\", \"6869ea8c-4d41-410d-928d-d8b7b4508680\", \"d7579f53-1ca1-4ee7-88f4-9440462e290d\", \"86f5f29a-e489-4eb7-b2f5-167300a9dac3\", \"e8c272b8-6fc7-4f2d-a93f-e48f3d2c0441\"], \"total_duration\": 9212.0, \"total_sessions\": 8, \"mean_week_duration\": 68.746}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"29226\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-09-07 23:51:42.000000+00:00\", \"2020-05-30 04:22:09.000000+00:00\", \"2019-05-01 21:09:46.000000+00:00\", \"2020-04-29 03:06:50.000000+00:00\", \"2019-02-16 14:36:23.000000+00:00\", \"2020-12-12 07:40:38.000000+00:00\", \"2020-03-04 19:21:12.000000+00:00\", \"2020-06-01 18:38:56.000000+00:00\"], \"session_ids\": [\"4c289497-e2d8-4c1d-8b39-57f409284f3c\", \"e1b20274-e9a8-494b-ba2b-c73a0e68763b\", \"d2e07587-1b01-4233-ab16-234ad08cd8cb\", \"05c41f78-90c0-414c-8682-cfb3a7f299f1\", \"6869ea8c-4d41-410d-928d-d8b7b4508680\", \"d7579f53-1ca1-4ee7-88f4-9440462e290d\", \"86f5f29a-e489-4eb7-b2f5-167300a9dac3\", \"e8c272b8-6fc7-4f2d-a93f-e48f3d2c0441\"], \"total_duration\": 9212.0, \"total_sessions\": 8, \"mean_week_duration\": 68.746}}, {\"95745\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-03-25 15:45:00.000000+00:00\", \"2021-01-20 19:10:44.000000+00:00\", \"2022-08-24 04:38:04.000000+00:00\", \"2022-11-08 03:47:42.000000+00:00\", \"2021-09-22 12:02:39.000000+00:00\"], \"session_ids\": [\"c241650b-386f-429a-8eba-e75909d5f4d6\", \"482d4717-a052-4bf2-a18e-cd49d8597fe3\", \"10e115e5-ba21-43ec-8ab3-d762cdb36b25\", \"9d444742-1900-4102-915c-12e251f43e51\", \"ea32bac0-692d-4c4c-b72e-64bfb7dca1e3\"], \"total_duration\": 637.0, \"total_sessions\": 5, \"mean_week_duration\": 6.777}}, {\"91935\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-11-21 09:47:10.000000+00:00\", \"2019-02-07 00:16:28.000000+00:00\", \"2022-02-22 00:56:38.000000+00:00\", \"2020-03-08 20:07:52.000000+00:00\"], \"session_ids\": [\"bc8cc08e-9cee-4b02-bfad-956d50cde018\", \"96ed5a4d-85c3-4358-ba3c-ddf277287371\", \"43058501-4860-4187-9698-a2708f9f9ada\", \"c0f1a446-36cd-42c0-894f-b5eda75aa129\"], \"total_duration\": 822.0, \"total_sessions\": 4, \"mean_week_duration\": 5.17}}, {\"42757\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-10-01 19:08:48.000000+00:00\", \"2023-02-13 09:31:34.000000+00:00\"], \"session_ids\": [\"c963fa9a-0a7c-4b1e-810c-a87dec727b03\", \"a419ef32-c1c6-4a53-a463-3eb0b65f7055\"], \"total_duration\": 447.0, \"total_sessions\": 2, \"mean_week_duration\": 2.54}}, {\"89043\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-01-22 02:06:49.000000+00:00\", \"2020-11-10 02:15:51.000000+00:00\", \"2020-07-03 21:53:27.000000+00:00\", \"2022-02-22 17:43:27.000000+00:00\"], \"session_ids\": [\"c5d5a07d-f8cc-4604-9baf-2719ba097647\", \"e6c2108d-0d09-47b6-a116-b143774b177f\", \"9137cde5-fc49-4158-a3ad-3fc70f9cacce\", \"cea55659-2b04-485e-8de5-efabfa10ce3a\"], \"total_duration\": 90.0, \"total_sessions\": 4, \"mean_week_duration\": 1.047}}, {\"92386\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-06-13 22:33:44.000000+00:00\", \"2020-04-21 18:10:04.000000+00:00\"], \"session_ids\": [\"bc68578f-f302-43ac-aed0-c506a27de9b4\", \"1371e65d-cb28-4aa5-a056-097c87cb9798\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.967}}, {\"69399\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-03-28 23:27:52.000000+00:00\", \"2022-02-15 16:51:11.000000+00:00\", \"2020-08-12 12:11:56.000000+00:00\", \"2020-08-06 11:55:27.000000+00:00\", \"2020-08-27 08:59:56.000000+00:00\"], \"session_ids\": [\"08f6f92d-7f53-4bb4-981d-cff902de8691\", \"8b7c1adb-53b0-47c4-a2f2-654fe12bdd3a\", \"39415664-1b1a-4ef8-a7f3-098d43e11c3a\", \"b2c57249-92c2-45f5-a238-417b384834af\", \"6aa35ff7-ffdd-4193-addc-d8718544fba8\"], \"total_duration\": 69.0, \"total_sessions\": 5, \"mean_week_duration\": 0.697}}]\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[{\"29226\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-09-07 23:51:42.000000+00:00\", \"2020-05-30 04:22:09.000000+00:00\", \"2019-05-01 21:09:46.000000+00:00\", \"2020-04-29 03:06:50.000000+00:00\", \"2019-02-16 14:36:23.000000+00:00\", \"2020-12-12 07:40:38.000000+00:00\", \"2020-03-04 19:21:12.000000+00:00\", \"2020-06-01 18:38:56.000000+00:00\"], \"session_ids\": [\"4c289497-e2d8-4c1d-8b39-57f409284f3c\", \"e1b20274-e9a8-494b-ba2b-c73a0e68763b\", \"d2e07587-1b01-4233-ab16-234ad08cd8cb\", \"05c41f78-90c0-414c-8682-cfb3a7f299f1\", \"6869ea8c-4d41-410d-928d-d8b7b4508680\", \"d7579f53-1ca1-4ee7-88f4-9440462e290d\", \"86f5f29a-e489-4eb7-b2f5-167300a9dac3\", \"e8c272b8-6fc7-4f2d-a93f-e48f3d2c0441\"], \"total_duration\": 9212.0, \"total_sessions\": 8, \"mean_week_duration\": 68.746}}, {\"95745\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-03-25 15:45:00.000000+00:00\", \"2021-01-20 19:10:44.000000+00:00\", \"2022-08-24 04:38:04.000000+00:00\", \"2022-11-08 03:47:42.000000+00:00\", \"2021-09-22 12:02:39.000000+00:00\"], \"session_ids\": [\"c241650b-386f-429a-8eba-e75909d5f4d6\", \"482d4717-a052-4bf2-a18e-cd49d8597fe3\", \"10e115e5-ba21-43ec-8ab3-d762cdb36b25\", \"9d444742-1900-4102-915c-12e251f43e51\", \"ea32bac0-692d-4c4c-b72e-64bfb7dca1e3\"], \"total_duration\": 637.0, \"total_sessions\": 5, \"mean_week_duration\": 6.777}}, {\"91935\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-11-21 09:47:10.000000+00:00\", \"2019-02-07 00:16:28.000000+00:00\", \"2022-02-22 00:56:38.000000+00:00\", \"2020-03-08 20:07:52.000000+00:00\"], \"session_ids\": [\"bc8cc08e-9cee-4b02-bfad-956d50cde018\", \"96ed5a4d-85c3-4358-ba3c-ddf277287371\", \"43058501-4860-4187-9698-a2708f9f9ada\", \"c0f1a446-36cd-42c0-894f-b5eda75aa129\"], \"total_duration\": 822.0, \"total_sessions\": 4, \"mean_week_duration\": 5.17}}, {\"42757\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-10-01 19:08:48.000000+00:00\", \"2023-02-13 09:31:34.000000+00:00\"], \"session_ids\": [\"c963fa9a-0a7c-4b1e-810c-a87dec727b03\", \"a419ef32-c1c6-4a53-a463-3eb0b65f7055\"], \"total_duration\": 447.0, \"total_sessions\": 2, \"mean_week_duration\": 2.54}}]\n```\n"
}
] |
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