conversations
list |
|---|
[
{
"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{\"50842\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-07-17 05:21:37.000000+00:00\", \"2023-03-21 02:30:09.000000+00:00\"], \"session_ids\": [\"e0f18440-4495-4d82-a2e8-1651b23cf7b5\", \"b879e9ad-68fb-4e77-9992-dae8e86b916a\"], \"total_duration\": 190.0, \"total_sessions\": 2, \"mean_week_duration\": 2.159}, \"10375\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-11-06 16:06:40.000000+00:00\", \"2019-07-25 05:20:51.000000+00:00\", \"2019-04-07 14:56:26.000000+00:00\"], \"session_ids\": [\"a059bb4e-77ff-4172-87be-c76bece46f84\", \"dbb3bdf7-3b46-4238-9801-67672a905b0b\", \"c7bc72c5-5bee-4a2d-936b-ea927ee0bcbf\"], \"total_duration\": 293.0, \"total_sessions\": 3, \"mean_week_duration\": 3.53}, \"86597\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-02-26 07:39:55.000000+00:00\", \"2023-06-29 14:21:24.000000+00:00\"], \"session_ids\": [\"8f868eb4-b666-435f-87cc-f362f05ec90c\", \"816bad66-ca87-4450-b66b-86c153224127\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.474}, \"94284\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-01-08 06:58:29.000000+00:00\", \"2022-05-17 05:29:46.000000+00:00\", \"2022-03-17 23:14:26.000000+00:00\", \"2022-02-05 10:04:14.000000+00:00\", \"2023-05-29 08:07:44.000000+00:00\"], \"session_ids\": [\"40e7eee1-f667-425e-9d46-dc4cf67b664b\", \"5347cee1-e3ca-456d-acc8-90e3fe5930d4\", \"cf9f84a7-e548-46ee-8d49-6d497dd40531\", \"aff84240-cdcd-428b-b8f3-cb046ab7d9cd\", \"271e8265-1789-484f-9126-36cc2d66cacc\"], \"total_duration\": 427.0, \"total_sessions\": 5, \"mean_week_duration\": 2.412}, \"19313\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-10-12 09:10:41.000000+00:00\", \"2019-02-08 16:51:41.000000+00:00\", \"2023-01-19 21:15:51.000000+00:00\", \"2021-10-27 11:56:57.000000+00:00\", \"2022-10-25 05:44:29.000000+00:00\"], \"session_ids\": [\"340353a2-ee8c-47f2-be90-67c0d7e36d4a\", \"12c75fa8-74fb-4384-98ef-f0e8ddcd4ba2\", \"bf80c0a1-77e1-40eb-a03c-9f107cbcc0d1\", \"23f37a96-1e90-45c9-a06a-6d0aeea14b9c\", \"8a3a4d09-a64e-486d-96f2-4d4fdc580f42\"], \"total_duration\": 81.0, \"total_sessions\": 5, \"mean_week_duration\": 0.393}, \"30560\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-05-25 23:21:39.000000+00:00\", \"2021-07-11 09:19:54.000000+00:00\"], \"session_ids\": [\"13236095-e064-4b81-8791-ff9affb8a314\", \"e692effa-4011-427d-9e2e-902ac3041dc5\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.315}, \"95704\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-05-03 05:10:25.000000+00:00\", \"2020-11-14 22:50:34.000000+00:00\"], \"session_ids\": [\"bb78669e-22e0-4f85-a793-ee8c343e51e8\", \"68c021e1-9452-4125-8d3b-8a9ba97d847d\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 1.948}, \"60616\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-09-23 19:27:15.000000+00:00\", \"2021-11-24 01:44:52.000000+00:00\"], \"session_ids\": [\"612109c5-eaf3-46a8-9e02-2afec7887b1d\", \"01006cb1-587a-435f-9da1-7527a624a24a\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.491}, \"3805\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-10-26 15:58:54.000000+00:00\", \"2022-05-17 22:03:23.000000+00:00\", \"2022-04-23 11:20:38.000000+00:00\"], \"session_ids\": [\"0ffcd167-d94c-4f1d-8931-30ef2a565694\", \"84ecd469-bcf4-4133-8c25-503680aa0a49\", \"079b364b-55c5-42da-9b21-a5a65a12f641\"], \"total_duration\": 132.0, \"total_sessions\": 3, \"mean_week_duration\": 4.552}, \"91897\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-12-25 14:33:44.000000+00:00\", \"2020-06-20 13:41:57.000000+00:00\"], \"session_ids\": [\"b9a57d10-c729-4cac-b245-50bcecac83c9\", \"926bfef1-2730-4f4f-9694-9b618cdbc6a2\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 11.148}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are less than 79"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\"]]}, \"all_values\": {\"total_duration\": [[79, 4359]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"30560\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-05-25 23:21:39.000000+00:00\", \"2021-07-11 09:19:54.000000+00:00\"], \"session_ids\": [\"13236095-e064-4b81-8791-ff9affb8a314\", \"e692effa-4011-427d-9e2e-902ac3041dc5\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.315}, \"60616\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-09-23 19:27:15.000000+00:00\", \"2021-11-24 01:44:52.000000+00:00\"], \"session_ids\": [\"612109c5-eaf3-46a8-9e02-2afec7887b1d\", \"01006cb1-587a-435f-9da1-7527a624a24a\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.491}}\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[{\"30560\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-05-25 23:21:39.000000+00:00\", \"2021-07-11 09:19:54.000000+00:00\"], \"session_ids\": [\"13236095-e064-4b81-8791-ff9affb8a314\", \"e692effa-4011-427d-9e2e-902ac3041dc5\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.315}}, {\"60616\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-09-23 19:27:15.000000+00:00\", \"2021-11-24 01:44:52.000000+00:00\"], \"session_ids\": [\"612109c5-eaf3-46a8-9e02-2afec7887b1d\", \"01006cb1-587a-435f-9da1-7527a624a24a\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.491}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"30560\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-05-25 23:21:39.000000+00:00\", \"2021-07-11 09:19:54.000000+00:00\"], \"session_ids\": [\"13236095-e064-4b81-8791-ff9affb8a314\", \"e692effa-4011-427d-9e2e-902ac3041dc5\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.315}}, {\"60616\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-09-23 19:27:15.000000+00:00\", \"2021-11-24 01:44:52.000000+00:00\"], \"session_ids\": [\"612109c5-eaf3-46a8-9e02-2afec7887b1d\", \"01006cb1-587a-435f-9da1-7527a624a24a\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.491}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"30560\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-05-25 23:21:39.000000+00:00\", \"2021-07-11 09:19:54.000000+00:00\"], \"session_ids\": [\"13236095-e064-4b81-8791-ff9affb8a314\", \"e692effa-4011-427d-9e2e-902ac3041dc5\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.315}}, {\"60616\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-09-23 19:27:15.000000+00:00\", \"2021-11-24 01:44:52.000000+00:00\"], \"session_ids\": [\"612109c5-eaf3-46a8-9e02-2afec7887b1d\", \"01006cb1-587a-435f-9da1-7527a624a24a\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"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": "Show me user with a total_sessions that is higher than 6 and lower than 4, exclusive 4 in addition apply sorting by city_name in desc."
}
] |
[
{
"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{\"12904\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-04-02 04:45:16.000000+00:00\", \"2022-08-29 10:47:44.000000+00:00\", \"2023-03-20 22:52:32.000000+00:00\", \"2021-05-10 02:21:33.000000+00:00\"], \"session_ids\": [\"af80adb5-3745-41d5-825c-53edd235e8d2\", \"7b3df001-885e-456f-9696-a882edee11dd\", \"be295080-b602-4698-a2b3-062c848cdfda\", \"872f0c0d-1bc4-44b0-8dcd-f97814ab23f6\"], \"total_duration\": 2066.0, \"total_sessions\": 4, \"mean_week_duration\": 21.299}, \"46897\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 4}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-08-28 03:12:08.000000+00:00\", \"2021-08-22 14:54:09.000000+00:00\", \"2019-05-06 22:37:03.000000+00:00\"], \"session_ids\": [\"f1f084b4-a048-410d-9f2a-3c6332795142\", \"bac6fcb4-523e-450b-bd45-97eff91d2a30\", \"629245af-fd1d-4113-87b3-6b2912f9b764\"], \"total_duration\": 141.0, \"total_sessions\": 3, \"mean_week_duration\": 1.175}, \"72070\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-06-14 07:24:07.000000+00:00\", \"2022-03-19 12:53:43.000000+00:00\", \"2022-07-27 06:41:31.000000+00:00\", \"2019-08-13 15:26:44.000000+00:00\", \"2019-09-24 02:25:40.000000+00:00\", \"2021-02-26 16:32:23.000000+00:00\", \"2020-03-03 01:51:40.000000+00:00\"], \"session_ids\": [\"bfbc093c-2837-45b3-887e-4fd516efdd2d\", \"2c433e63-0741-44a6-85ad-486989551ef3\", \"c5ae3733-40f7-4efb-b599-0642a9984cb5\", \"9618178d-d144-4663-b868-c2e11809e55e\", \"2adf8478-9c69-4e9b-87ca-a107e176e32a\", \"4f222600-1225-42d9-97d1-e6a8d9c157a8\", \"5214e9b1-d1e3-4b7d-85b3-dcfc2c389e85\"], \"total_duration\": 4431.0, \"total_sessions\": 7, \"mean_week_duration\": 22.155}, \"88815\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-08-08 10:55:43.000000+00:00\", \"2019-05-21 01:50:17.000000+00:00\", \"2022-02-08 23:53:45.000000+00:00\", \"2023-02-23 15:12:52.000000+00:00\"], \"session_ids\": [\"825d3546-0fb6-4133-aa25-09d0898e2ef5\", \"5de37836-c5d5-4f74-be05-4ceda81cb2c0\", \"2a48d18f-d9c9-4492-96ff-d8da447b2ca3\", \"a3e9598a-0472-40d2-87f5-5f5e15dad967\"], \"total_duration\": 1105.0, \"total_sessions\": 4, \"mean_week_duration\": 5.609}, \"80594\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-02-28 04:27:30.000000+00:00\", \"2023-02-21 10:07:34.000000+00:00\"], \"session_ids\": [\"6e47a3fb-6ff5-47bb-bd24-87b89c0b49a9\", \"44d0e73d-3102-46cc-ba67-cd6834bbfca1\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 84.0}, \"11987\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-08-10 11:44:49.000000+00:00\", \"2022-08-15 14:16:00.000000+00:00\", \"2021-03-03 04:28:06.000000+00:00\", \"2019-07-13 05:03:40.000000+00:00\", \"2019-11-20 23:04:13.000000+00:00\", \"2019-06-14 22:50:08.000000+00:00\", \"2021-05-23 15:06:25.000000+00:00\", \"2019-12-08 19:59:40.000000+00:00\", \"2019-05-26 11:37:05.000000+00:00\", \"2023-03-18 07:46:37.000000+00:00\"], \"session_ids\": [\"2e014356-b73a-4b0c-af4e-946951941764\", \"6bc710ca-4369-4b2f-95ce-926846762554\", \"18b62979-5564-4c4e-b7fe-8b3d42e84511\", \"7e6e4284-3850-4cc4-beca-d5d6c0e73a7d\", \"49ac7974-4d85-4d41-bfc5-c6860ff27f6c\", \"be4e22a4-6add-4e87-bc1f-d55ec7e996e1\", \"77e83331-4312-4dd6-b960-209327c17345\", \"f1eba83f-e63a-48eb-8033-93961541c017\", \"d25b8ee2-bce8-4d0f-a5bc-73bec3ffd583\", \"b9ee2699-40b5-4031-b9df-25c49013a954\"], \"total_duration\": 2590.0, \"total_sessions\": 10, \"mean_week_duration\": 13.015}, \"8510\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-07-16 23:22:53.000000+00:00\", \"2019-05-30 04:22:51.000000+00:00\"], \"session_ids\": [\"713f3c7c-ec79-410f-af66-38fba150a4ae\", \"6002cb59-4852-4d52-8e78-5444b99410ea\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.317}, \"17060\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-05 02:08:09.000000+00:00\", \"2020-09-11 14:32:45.000000+00:00\", \"2022-10-26 10:19:41.000000+00:00\", \"2021-05-09 07:15:19.000000+00:00\"], \"session_ids\": [\"c46c8be2-c752-4b48-a32b-6efc81f187ef\", \"f7507fc5-e361-4d8d-a70f-fa13cf2f35aa\", \"6c4077e6-7a39-4607-ac5e-8e62c30963fb\", \"8210cfe5-6849-4529-ac3b-34e236fa923b\"], \"total_duration\": 240.0, \"total_sessions\": 4, \"mean_week_duration\": 1.678}, \"73308\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-02-14 21:36:57.000000+00:00\", \"2020-02-08 21:25:42.000000+00:00\", \"2020-05-04 20:58:48.000000+00:00\"], \"session_ids\": [\"6571798a-a4c2-418f-9e45-991dc61623aa\", \"37b52d91-a1ea-4540-bc15-85271429dcf7\", \"7614f3b5-bb62-4e4a-9c20-06d75d62db45\"], \"total_duration\": 257.0, \"total_sessions\": 3, \"mean_week_duration\": 2.425}, \"70430\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-02-01 19:48:47.000000+00:00\", \"2020-09-20 23:39:38.000000+00:00\", \"2020-06-09 04:17:59.000000+00:00\"], \"session_ids\": [\"b4b0b81c-9bd1-447f-a15f-861b65fe27a0\", \"d2654bea-6a20-49be-bb85-69428d1bdd66\", \"d1b66af6-2209-4771-9c9d-e305f7968263\"], \"total_duration\": 542.0, \"total_sessions\": 3, \"mean_week_duration\": 3.899}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are less than 4 and are equal or greater than 6"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_sessions\": [[4, 6]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"46897\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 4}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-08-28 03:12:08.000000+00:00\", \"2021-08-22 14:54:09.000000+00:00\", \"2019-05-06 22:37:03.000000+00:00\"], \"session_ids\": [\"f1f084b4-a048-410d-9f2a-3c6332795142\", \"bac6fcb4-523e-450b-bd45-97eff91d2a30\", \"629245af-fd1d-4113-87b3-6b2912f9b764\"], \"total_duration\": 141.0, \"total_sessions\": 3, \"mean_week_duration\": 1.175}, \"80594\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-02-28 04:27:30.000000+00:00\", \"2023-02-21 10:07:34.000000+00:00\"], \"session_ids\": [\"6e47a3fb-6ff5-47bb-bd24-87b89c0b49a9\", \"44d0e73d-3102-46cc-ba67-cd6834bbfca1\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 84.0}, \"8510\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-07-16 23:22:53.000000+00:00\", \"2019-05-30 04:22:51.000000+00:00\"], \"session_ids\": [\"713f3c7c-ec79-410f-af66-38fba150a4ae\", \"6002cb59-4852-4d52-8e78-5444b99410ea\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.317}, \"73308\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-02-14 21:36:57.000000+00:00\", \"2020-02-08 21:25:42.000000+00:00\", \"2020-05-04 20:58:48.000000+00:00\"], \"session_ids\": [\"6571798a-a4c2-418f-9e45-991dc61623aa\", \"37b52d91-a1ea-4540-bc15-85271429dcf7\", \"7614f3b5-bb62-4e4a-9c20-06d75d62db45\"], \"total_duration\": 257.0, \"total_sessions\": 3, \"mean_week_duration\": 2.425}, \"70430\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-02-01 19:48:47.000000+00:00\", \"2020-09-20 23:39:38.000000+00:00\", \"2020-06-09 04:17:59.000000+00:00\"], \"session_ids\": [\"b4b0b81c-9bd1-447f-a15f-861b65fe27a0\", \"d2654bea-6a20-49be-bb85-69428d1bdd66\", \"d1b66af6-2209-4771-9c9d-e305f7968263\"], \"total_duration\": 542.0, \"total_sessions\": 3, \"mean_week_duration\": 3.899}, \"72070\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-06-14 07:24:07.000000+00:00\", \"2022-03-19 12:53:43.000000+00:00\", \"2022-07-27 06:41:31.000000+00:00\", \"2019-08-13 15:26:44.000000+00:00\", \"2019-09-24 02:25:40.000000+00:00\", \"2021-02-26 16:32:23.000000+00:00\", \"2020-03-03 01:51:40.000000+00:00\"], \"session_ids\": [\"bfbc093c-2837-45b3-887e-4fd516efdd2d\", \"2c433e63-0741-44a6-85ad-486989551ef3\", \"c5ae3733-40f7-4efb-b599-0642a9984cb5\", \"9618178d-d144-4663-b868-c2e11809e55e\", \"2adf8478-9c69-4e9b-87ca-a107e176e32a\", \"4f222600-1225-42d9-97d1-e6a8d9c157a8\", \"5214e9b1-d1e3-4b7d-85b3-dcfc2c389e85\"], \"total_duration\": 4431.0, \"total_sessions\": 7, \"mean_week_duration\": 22.155}, \"11987\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-08-10 11:44:49.000000+00:00\", \"2022-08-15 14:16:00.000000+00:00\", \"2021-03-03 04:28:06.000000+00:00\", \"2019-07-13 05:03:40.000000+00:00\", \"2019-11-20 23:04:13.000000+00:00\", \"2019-06-14 22:50:08.000000+00:00\", \"2021-05-23 15:06:25.000000+00:00\", \"2019-12-08 19:59:40.000000+00:00\", \"2019-05-26 11:37:05.000000+00:00\", \"2023-03-18 07:46:37.000000+00:00\"], \"session_ids\": [\"2e014356-b73a-4b0c-af4e-946951941764\", \"6bc710ca-4369-4b2f-95ce-926846762554\", \"18b62979-5564-4c4e-b7fe-8b3d42e84511\", \"7e6e4284-3850-4cc4-beca-d5d6c0e73a7d\", \"49ac7974-4d85-4d41-bfc5-c6860ff27f6c\", \"be4e22a4-6add-4e87-bc1f-d55ec7e996e1\", \"77e83331-4312-4dd6-b960-209327c17345\", \"f1eba83f-e63a-48eb-8033-93961541c017\", \"d25b8ee2-bce8-4d0f-a5bc-73bec3ffd583\", \"b9ee2699-40b5-4031-b9df-25c49013a954\"], \"total_duration\": 2590.0, \"total_sessions\": 10, \"mean_week_duration\": 13.015}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by city_name"
},
{
"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[{\"80594\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-02-28 04:27:30.000000+00:00\", \"2023-02-21 10:07:34.000000+00:00\"], \"session_ids\": [\"6e47a3fb-6ff5-47bb-bd24-87b89c0b49a9\", \"44d0e73d-3102-46cc-ba67-cd6834bbfca1\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 84.0}}, {\"46897\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 4}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-08-28 03:12:08.000000+00:00\", \"2021-08-22 14:54:09.000000+00:00\", \"2019-05-06 22:37:03.000000+00:00\"], \"session_ids\": [\"f1f084b4-a048-410d-9f2a-3c6332795142\", \"bac6fcb4-523e-450b-bd45-97eff91d2a30\", \"629245af-fd1d-4113-87b3-6b2912f9b764\"], \"total_duration\": 141.0, \"total_sessions\": 3, \"mean_week_duration\": 1.175}}, {\"11987\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-08-10 11:44:49.000000+00:00\", \"2022-08-15 14:16:00.000000+00:00\", \"2021-03-03 04:28:06.000000+00:00\", \"2019-07-13 05:03:40.000000+00:00\", \"2019-11-20 23:04:13.000000+00:00\", \"2019-06-14 22:50:08.000000+00:00\", \"2021-05-23 15:06:25.000000+00:00\", \"2019-12-08 19:59:40.000000+00:00\", \"2019-05-26 11:37:05.000000+00:00\", \"2023-03-18 07:46:37.000000+00:00\"], \"session_ids\": [\"2e014356-b73a-4b0c-af4e-946951941764\", \"6bc710ca-4369-4b2f-95ce-926846762554\", \"18b62979-5564-4c4e-b7fe-8b3d42e84511\", \"7e6e4284-3850-4cc4-beca-d5d6c0e73a7d\", \"49ac7974-4d85-4d41-bfc5-c6860ff27f6c\", \"be4e22a4-6add-4e87-bc1f-d55ec7e996e1\", \"77e83331-4312-4dd6-b960-209327c17345\", \"f1eba83f-e63a-48eb-8033-93961541c017\", \"d25b8ee2-bce8-4d0f-a5bc-73bec3ffd583\", \"b9ee2699-40b5-4031-b9df-25c49013a954\"], \"total_duration\": 2590.0, \"total_sessions\": 10, \"mean_week_duration\": 13.015}}, {\"73308\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-02-14 21:36:57.000000+00:00\", \"2020-02-08 21:25:42.000000+00:00\", \"2020-05-04 20:58:48.000000+00:00\"], \"session_ids\": [\"6571798a-a4c2-418f-9e45-991dc61623aa\", \"37b52d91-a1ea-4540-bc15-85271429dcf7\", \"7614f3b5-bb62-4e4a-9c20-06d75d62db45\"], \"total_duration\": 257.0, \"total_sessions\": 3, \"mean_week_duration\": 2.425}}, {\"8510\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-07-16 23:22:53.000000+00:00\", \"2019-05-30 04:22:51.000000+00:00\"], \"session_ids\": [\"713f3c7c-ec79-410f-af66-38fba150a4ae\", \"6002cb59-4852-4d52-8e78-5444b99410ea\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.317}}, {\"70430\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-02-01 19:48:47.000000+00:00\", \"2020-09-20 23:39:38.000000+00:00\", \"2020-06-09 04:17:59.000000+00:00\"], \"session_ids\": [\"b4b0b81c-9bd1-447f-a15f-861b65fe27a0\", \"d2654bea-6a20-49be-bb85-69428d1bdd66\", \"d1b66af6-2209-4771-9c9d-e305f7968263\"], \"total_duration\": 542.0, \"total_sessions\": 3, \"mean_week_duration\": 3.899}}, {\"72070\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-06-14 07:24:07.000000+00:00\", \"2022-03-19 12:53:43.000000+00:00\", \"2022-07-27 06:41:31.000000+00:00\", \"2019-08-13 15:26:44.000000+00:00\", \"2019-09-24 02:25:40.000000+00:00\", \"2021-02-26 16:32:23.000000+00:00\", \"2020-03-03 01:51:40.000000+00:00\"], \"session_ids\": [\"bfbc093c-2837-45b3-887e-4fd516efdd2d\", \"2c433e63-0741-44a6-85ad-486989551ef3\", \"c5ae3733-40f7-4efb-b599-0642a9984cb5\", \"9618178d-d144-4663-b868-c2e11809e55e\", \"2adf8478-9c69-4e9b-87ca-a107e176e32a\", \"4f222600-1225-42d9-97d1-e6a8d9c157a8\", \"5214e9b1-d1e3-4b7d-85b3-dcfc2c389e85\"], \"total_duration\": 4431.0, \"total_sessions\": 7, \"mean_week_duration\": 22.155}}]\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[{\"80594\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-02-28 04:27:30.000000+00:00\", \"2023-02-21 10:07:34.000000+00:00\"], \"session_ids\": [\"6e47a3fb-6ff5-47bb-bd24-87b89c0b49a9\", \"44d0e73d-3102-46cc-ba67-cd6834bbfca1\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 84.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to close out that task and provide the requester with the obtained data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"80594\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-02-28 04:27:30.000000+00:00\", \"2023-02-21 10:07:34.000000+00:00\"], \"session_ids\": [\"6e47a3fb-6ff5-47bb-bd24-87b89c0b49a9\", \"44d0e73d-3102-46cc-ba67-cd6834bbfca1\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 84.0}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Share insights on 8 users who have mean of duration of sessions per week exactly 11 + perform sorting by quantity of sessions risingly."
}
] |
[
{
"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{\"47870\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-06-14 04:16:59.000000+00:00\", \"2021-01-28 08:01:19.000000+00:00\", \"2020-09-28 22:21:44.000000+00:00\", \"2021-08-22 13:03:05.000000+00:00\", \"2021-01-18 05:30:49.000000+00:00\", \"2020-03-02 03:50:06.000000+00:00\", \"2020-09-22 07:59:17.000000+00:00\", \"2022-12-15 14:10:54.000000+00:00\"], \"session_ids\": [\"862b6d9f-a659-480d-8298-3e01d1a506ed\", \"705c22d0-7690-40b2-894b-ee396ec0e4ca\", \"9badd9ae-37d4-4894-b058-fe0b8172fe30\", \"aacc233b-0c9c-4f53-ad4b-a42ea9abef01\", \"13f66355-216b-4e84-9262-77849ace15ab\", \"5a3f0354-38f5-4513-88ef-b20ec312d449\", \"e7669b01-ebed-4b9e-9ce3-ad170fb82439\", \"a2f7cc1e-54a0-402e-94d5-c4a20d2e99bd\"], \"total_duration\": 3473.0, \"total_sessions\": 8, \"mean_week_duration\": 20.192}, \"44256\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-10-30 11:09:49.000000+00:00\", \"2021-03-23 04:15:22.000000+00:00\", \"2023-03-25 17:08:49.000000+00:00\"], \"session_ids\": [\"b05025df-18f0-4a15-8cd2-45d085c03d62\", \"21581c55-e1fb-4aa4-a6cb-092ab496043c\", \"10ce0ce1-b498-4b8a-9c66-1f65b04b9946\"], \"total_duration\": 897.0, \"total_sessions\": 3, \"mean_week_duration\": 8.543}, \"83876\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-12-10 15:57:36.000000+00:00\", \"2022-03-10 11:02:53.000000+00:00\", \"2020-10-21 21:07:16.000000+00:00\", \"2020-12-09 03:07:16.000000+00:00\", \"2020-09-19 10:07:47.000000+00:00\"], \"session_ids\": [\"83c7c3b1-2949-40d5-ab13-15eb57b9906a\", \"53db440c-ef86-4bbb-9f7c-3fdfd8456af8\", \"3d03a9a2-aaeb-491d-88c8-daa4b6b42b58\", \"45cde1f1-58d4-41b5-8e64-38f90b7f42e2\", \"14184a2a-64b3-4030-9f4c-69afdc6b324c\"], \"total_duration\": 1291.0, \"total_sessions\": 5, \"mean_week_duration\": 11.129}, \"25543\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-11-11 18:34:22.000000+00:00\", \"2021-03-13 13:41:40.000000+00:00\"], \"session_ids\": [\"325ee2b3-2fa1-4ddc-9d8f-071a0972f9a0\", \"e7a03f2e-9f1c-4ae2-8736-abdfad75720f\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.514}, \"22188\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-08-07 07:08:12.000000+00:00\", \"2020-04-28 14:20:15.000000+00:00\"], \"session_ids\": [\"1f3ab285-6811-40d6-8f92-cd4466bce52a\", \"3c723301-5a43-4556-b9d1-1a4fba09372f\"], \"total_duration\": 489.0, \"total_sessions\": 2, \"mean_week_duration\": 12.868}, \"69758\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-11-25 08:26:03.000000+00:00\", \"2021-08-02 02:18:55.000000+00:00\", \"2021-07-07 21:58:23.000000+00:00\"], \"session_ids\": [\"888a70ef-81a4-4c88-b560-3792c29988ff\", \"70f09c2d-9952-4e8e-83dc-730939d0546d\", \"187218d9-4106-4f74-b7a7-57e87b57b8b1\"], \"total_duration\": 608.0, \"total_sessions\": 3, \"mean_week_duration\": 8.329}, \"85934\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-09-04 12:51:38.000000+00:00\", \"2020-01-22 03:22:59.000000+00:00\"], \"session_ids\": [\"763aca91-8b98-469b-8fc9-841a1897eda7\", \"a6f23585-c17d-46a4-818c-6e4dc9161015\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.204}, \"10548\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-05-15 00:24:24.000000+00:00\", \"2021-04-04 09:26:09.000000+00:00\"], \"session_ids\": [\"4ebc9b31-24fc-4ba6-862c-fb1a3f6c5883\", \"c3a22998-0252-477e-b72f-ff6dc73d7c6f\"], \"total_duration\": 420.0, \"total_sessions\": 2, \"mean_week_duration\": 7.241}, \"40389\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-08-26 08:54:05.000000+00:00\", \"2019-07-24 21:15:50.000000+00:00\", \"2021-12-22 20:08:42.000000+00:00\", \"2019-12-07 01:34:03.000000+00:00\", \"2023-02-23 09:53:37.000000+00:00\", \"2021-05-28 09:33:48.000000+00:00\"], \"session_ids\": [\"6863ff0e-79e9-4d38-abbc-2751733f436a\", \"aa1f3028-ea90-45d6-ab70-955580b68b2c\", \"d110f46f-b265-41ea-bb26-18d55459f555\", \"3585b6a1-e740-490d-a522-a6d8e220f0ab\", \"728de0c9-8771-4d5c-bffc-3377b7f1891e\", \"05318c9d-cac2-49c6-804c-6b9f2e59af19\"], \"total_duration\": 163.0, \"total_sessions\": 6, \"mean_week_duration\": 0.872}, \"44328\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2020-12-04 16:30:18.000000+00:00\", \"2019-05-18 16:18:25.000000+00:00\"], \"session_ids\": [\"4539e79e-8781-40da-a891-69d927fb355c\", \"1dd35428-79d5-4ce3-8eb6-a8222a3c5d1e\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 1.728}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are 11"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[11, 33]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Give me details on 8 users who have app usage time is bigger than 2166 and strictly smaller than 2819 , sort by site usage time per week in ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"35248\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-03-04 10:18:45.000000+00:00\", \"2020-12-28 19:43:17.000000+00:00\", \"2022-11-18 17:47:28.000000+00:00\", \"2021-05-15 21:02:54.000000+00:00\", \"2023-04-18 23:45:48.000000+00:00\"], \"session_ids\": [\"9e5ec914-59d4-46ab-9d9c-ada6eb68f60e\", \"c09084ad-3c69-46bc-8289-ca57e0ef8a84\", \"52fc9ca8-0ce1-4a9b-a916-081519ea827b\", \"8182328a-faf8-4ac4-a010-c88bb8f931b4\", \"7b95985c-8499-472b-bd40-5f63ae5976bb\"], \"total_duration\": 410.0, \"total_sessions\": 5, \"mean_week_duration\": 1.898}, \"11487\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-01-22 21:22:57.000000+00:00\", \"2021-12-26 05:17:54.000000+00:00\"], \"session_ids\": [\"5b41b154-d709-45d2-a63b-f384c0443495\", \"eac78e7f-ef77-40f6-9625-e0e4ba62c5eb\"], \"total_duration\": 461.0, \"total_sessions\": 2, \"mean_week_duration\": 3.013}, \"46695\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 8, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-04-23 09:21:08.000000+00:00\", \"2022-12-10 09:23:10.000000+00:00\"], \"session_ids\": [\"088c18d1-47f2-45cb-a9f5-6985f446a214\", \"66e535de-b082-47ff-86ad-c9f564070822\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 1.526}, \"23563\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-06-13 06:21:11.000000+00:00\", \"2020-11-27 13:08:29.000000+00:00\"], \"session_ids\": [\"6834a26a-b042-43c8-ba11-e89ca36e702d\", \"77ab3010-89f6-4218-a41c-e21f021ab815\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 1.667}, \"65777\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-07-31 13:08:07.000000+00:00\", \"2021-12-04 16:30:43.000000+00:00\", \"2021-10-21 07:29:57.000000+00:00\", \"2022-10-26 20:58:44.000000+00:00\", \"2020-10-15 16:45:30.000000+00:00\"], \"session_ids\": [\"b771a89c-c103-467f-80cb-abc9e6293ac3\", \"64d532de-b291-4ebe-a31a-7108fabec1b7\", \"d5fc5e9d-62ee-4a59-bb42-5dbfda3bcfda\", \"7c4f1832-a118-4c3d-9f77-01734298e65c\", \"ec686236-c6d3-462f-8ca0-253f56e97a71\"], \"total_duration\": 149.0, \"total_sessions\": 5, \"mean_week_duration\": 1.406}, \"65405\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-03-03 17:33:54.000000+00:00\", \"2019-02-20 22:27:44.000000+00:00\"], \"session_ids\": [\"208bbe86-88a5-4e41-9b69-6631794beaf7\", \"b52b1550-4b0e-4fee-8d8e-59d12f2cc5f4\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.085}, \"45351\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-08-21 02:52:01.000000+00:00\", \"2019-02-08 14:22:03.000000+00:00\", \"2022-06-27 02:54:34.000000+00:00\", \"2021-02-04 22:38:51.000000+00:00\", \"2021-12-14 01:41:06.000000+00:00\", \"2019-04-26 19:44:04.000000+00:00\", \"2019-08-20 23:46:12.000000+00:00\", \"2019-08-10 03:31:34.000000+00:00\", \"2021-02-28 08:17:12.000000+00:00\"], \"session_ids\": [\"30482e53-4659-4cc3-b52d-b6be64cf4f23\", \"8c3924b8-8a24-41c9-92df-698fb363ef9b\", \"e376a3b1-ea22-4709-8e4e-0f4f5be927e9\", \"c2ebc947-ac7a-419d-a064-8804aee54fbe\", \"0973e039-51a1-43a6-b669-7fe9b28d940e\", \"af891a55-90d6-4bd6-a83d-612905dace8f\", \"386a99c4-92fc-420e-99d6-2519b4eb67bd\", \"008cecad-125e-4ad4-b76c-54a4598a46fa\", \"f751ec1c-4dcb-42b2-85ad-5a96ce55dcea\"], \"total_duration\": 5712.0, \"total_sessions\": 9, \"mean_week_duration\": 32.271}, \"82755\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-08-20 20:45:59.000000+00:00\", \"2022-06-17 10:57:35.000000+00:00\", \"2021-02-23 17:56:10.000000+00:00\"], \"session_ids\": [\"7bdd4977-af09-45e4-861c-f386ea461f37\", \"3a3e8009-00e5-4fee-a47e-11e415d678ad\", \"80bf9819-3249-4b8f-b4b5-a25575ec9d64\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.232}, \"44983\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 9, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-03-18 05:51:19.000000+00:00\", \"2022-01-31 15:20:50.000000+00:00\", \"2023-02-16 20:35:51.000000+00:00\", \"2022-07-15 03:52:01.000000+00:00\", \"2019-07-12 05:28:04.000000+00:00\"], \"session_ids\": [\"11391b12-ef6a-4aca-98e2-1c1b7d70a4e0\", \"a9cf023e-d792-4ed7-b0fb-d9ff59f230c2\", \"8e3484cf-1d5a-46d5-bb3b-5107ac87c833\", \"675d2a62-f66e-4916-a775-826f3bc04b09\", \"103d75d5-0571-481f-8064-7fd2a9cca05d\"], \"total_duration\": 584.0, \"total_sessions\": 5, \"mean_week_duration\": 3.106}, \"21667\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-11-01 06:58:20.000000+00:00\", \"2022-10-05 13:52:45.000000+00:00\"], \"session_ids\": [\"70e9b704-be22-4418-a5a3-2c90c67c5829\", \"d42f739c-e06f-4a3b-b287-0889fc0ee5ec\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 1.469}}\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 2166 and are less than 2819"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_duration\": [[2166, 2819]]}}}\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": "Please provide insights on 8 users with a time in app that is above 870 , sort by duration summation form the highest value to the lowest 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{\"93542\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-01-05 02:39:29.000000+00:00\", \"2022-02-04 16:25:29.000000+00:00\"], \"session_ids\": [\"f53ab43e-8fd2-44e8-8b91-bcff678194ca\", \"93918c05-613e-446f-8dbd-4254677906e7\"], \"total_duration\": 200.0, \"total_sessions\": 2, \"mean_week_duration\": 40.0}, \"57146\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-04-28 05:48:31.000000+00:00\", \"2020-06-17 02:28:45.000000+00:00\"], \"session_ids\": [\"0bfc6b42-9a40-49cb-b299-ff62f6c91b51\", \"a9902718-49b0-421d-ae2f-4747263afdb7\"], \"total_duration\": 472.0, \"total_sessions\": 2, \"mean_week_duration\": 7.867}, \"25235\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-01-27 10:08:38.000000+00:00\", \"2021-05-09 02:59:35.000000+00:00\"], \"session_ids\": [\"33db6af1-2de4-4a4c-b94e-479541ceda18\", \"e81e1d90-2cfc-4a89-9a5d-f87aaf254520\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.811}, \"7612\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 6, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-10 13:43:50.000000+00:00\", \"2022-03-08 13:21:44.000000+00:00\", \"2021-03-17 07:48:22.000000+00:00\", \"2020-12-13 03:26:43.000000+00:00\", \"2022-11-14 09:12:02.000000+00:00\", \"2021-01-15 19:51:23.000000+00:00\", \"2020-12-21 23:07:01.000000+00:00\", \"2022-06-18 22:11:43.000000+00:00\", \"2020-02-09 19:55:42.000000+00:00\", \"2019-06-06 07:39:27.000000+00:00\"], \"session_ids\": [\"4e1ee1f0-0b3d-4795-8200-a751485b4346\", \"5130e208-7707-4982-94c5-f9044311c08e\", \"a1b02f32-2acc-40aa-a422-ac8e3b9b7f3f\", \"ac90ea14-9b21-4bd4-8276-4929810964dc\", \"b287ed60-a7f1-403c-b348-7c9beb8c8199\", \"cf50f290-524b-45f9-ba28-6598c93990eb\", \"41c16322-0e25-4646-afa3-4c62cd8b1d77\", \"3638e03d-c098-409e-a408-74a3e7fd1cf7\", \"af60fef5-fcee-4a81-a525-b643c4dd6dfc\", \"f1315fb8-cae7-467d-9625-6eab1d21bcde\"], \"total_duration\": 31484.0, \"total_sessions\": 10, \"mean_week_duration\": 174.911}, \"25095\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-15 20:16:21.000000+00:00\", \"2019-09-05 15:05:40.000000+00:00\", \"2022-10-30 18:34:48.000000+00:00\"], \"session_ids\": [\"01f9831d-4c2d-4b99-aa8d-98f4392909c3\", \"88e3792c-aa7a-44f9-9a0c-b3ed75734a48\", \"8b4a9b84-2358-4e31-bc09-28491cd541b1\"], \"total_duration\": 50.0, \"total_sessions\": 3, \"mean_week_duration\": 0.303}, \"26467\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-03-20 11:47:14.000000+00:00\", \"2019-02-16 07:57:21.000000+00:00\", \"2021-01-25 21:39:59.000000+00:00\", \"2020-12-17 05:53:07.000000+00:00\", \"2022-11-07 04:51:34.000000+00:00\", \"2021-10-27 07:12:45.000000+00:00\"], \"session_ids\": [\"b37c199b-08f1-4506-a1c1-3df4cb5963f4\", \"85de08f1-daf7-4aa2-a553-db4f1e126c06\", \"640ce625-5f60-4122-963f-533c198a6241\", \"8a9f3c58-4a5c-4bb1-83b2-1b6325f74ab0\", \"13ccbb61-14bf-437c-bf28-7c99de1f8dc9\", \"a95072f4-b120-4f32-84b4-b5f7c6502f1d\"], \"total_duration\": 802.0, \"total_sessions\": 6, \"mean_week_duration\": 4.113}, \"66347\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-08-27 00:03:07.000000+00:00\", \"2020-05-27 04:24:48.000000+00:00\", \"2021-12-28 10:04:27.000000+00:00\", \"2022-02-11 11:27:19.000000+00:00\", \"2019-12-22 06:53:49.000000+00:00\", \"2022-08-26 22:01:22.000000+00:00\", \"2020-05-26 05:38:00.000000+00:00\"], \"session_ids\": [\"b0fc4227-5926-4c05-b1c2-0f83cbc7afdd\", \"1c2151ea-ae25-45fb-9a3c-5c6333bd4960\", \"dca36688-b8a8-4bee-bdb1-03c6d93008d9\", \"dd590b1c-2083-41dd-9541-a42d27323e70\", \"2bdc9ea2-afcc-40df-b684-fb178534f9e0\", \"4d1e1913-86f2-4611-9989-5b9b8a3faddc\", \"a66141fc-6fc1-4e4b-b30a-25b01eb0beea\"], \"total_duration\": 213.0, \"total_sessions\": 7, \"mean_week_duration\": 1.357}, \"99951\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-07-24 02:35:18.000000+00:00\", \"2020-05-05 22:52:32.000000+00:00\"], \"session_ids\": [\"51af6c70-120e-4f8a-8fae-1fd271310cee\", \"9e355906-62c9-4a2c-a26b-615d46063d34\"], \"total_duration\": 383.0, \"total_sessions\": 2, \"mean_week_duration\": 5.984}, \"72468\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-11-19 03:00:32.000000+00:00\", \"2023-01-04 09:44:04.000000+00:00\", \"2019-11-27 14:10:18.000000+00:00\", \"2022-12-02 14:34:54.000000+00:00\"], \"session_ids\": [\"058e58b9-72df-449b-8bdb-80726958ee84\", \"2e8f8a38-3dc9-4ecc-b610-18748b4338b0\", \"9c6a7d47-c3ae-4418-a088-3ef903d070c4\", \"4de790b6-403f-4251-90b1-266795e1cd08\"], \"total_duration\": 213.0, \"total_sessions\": 4, \"mean_week_duration\": 1.299}, \"32686\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-09-02 13:40:46.000000+00:00\", \"2020-03-24 15:44:42.000000+00:00\"], \"session_ids\": [\"b739b170-b9d0-463e-b0a9-d440964f22a6\", \"a3761e2c-6ca9-42ae-a008-156e6267346b\"], \"total_duration\": 351.0, \"total_sessions\": 2, \"mean_week_duration\": 15.261}}\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 870"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\"]]}, \"all_values\": {\"total_duration\": [[870, 3788]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"7612\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 6, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-10 13:43:50.000000+00:00\", \"2022-03-08 13:21:44.000000+00:00\", \"2021-03-17 07:48:22.000000+00:00\", \"2020-12-13 03:26:43.000000+00:00\", \"2022-11-14 09:12:02.000000+00:00\", \"2021-01-15 19:51:23.000000+00:00\", \"2020-12-21 23:07:01.000000+00:00\", \"2022-06-18 22:11:43.000000+00:00\", \"2020-02-09 19:55:42.000000+00:00\", \"2019-06-06 07:39:27.000000+00:00\"], \"session_ids\": [\"4e1ee1f0-0b3d-4795-8200-a751485b4346\", \"5130e208-7707-4982-94c5-f9044311c08e\", \"a1b02f32-2acc-40aa-a422-ac8e3b9b7f3f\", \"ac90ea14-9b21-4bd4-8276-4929810964dc\", \"b287ed60-a7f1-403c-b348-7c9beb8c8199\", \"cf50f290-524b-45f9-ba28-6598c93990eb\", \"41c16322-0e25-4646-afa3-4c62cd8b1d77\", \"3638e03d-c098-409e-a408-74a3e7fd1cf7\", \"af60fef5-fcee-4a81-a525-b643c4dd6dfc\", \"f1315fb8-cae7-467d-9625-6eab1d21bcde\"], \"total_duration\": 31484.0, \"total_sessions\": 10, \"mean_week_duration\": 174.911}}\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[{\"7612\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 6, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-10 13:43:50.000000+00:00\", \"2022-03-08 13:21:44.000000+00:00\", \"2021-03-17 07:48:22.000000+00:00\", \"2020-12-13 03:26:43.000000+00:00\", \"2022-11-14 09:12:02.000000+00:00\", \"2021-01-15 19:51:23.000000+00:00\", \"2020-12-21 23:07:01.000000+00:00\", \"2022-06-18 22:11:43.000000+00:00\", \"2020-02-09 19:55:42.000000+00:00\", \"2019-06-06 07:39:27.000000+00:00\"], \"session_ids\": [\"4e1ee1f0-0b3d-4795-8200-a751485b4346\", \"5130e208-7707-4982-94c5-f9044311c08e\", \"a1b02f32-2acc-40aa-a422-ac8e3b9b7f3f\", \"ac90ea14-9b21-4bd4-8276-4929810964dc\", \"b287ed60-a7f1-403c-b348-7c9beb8c8199\", \"cf50f290-524b-45f9-ba28-6598c93990eb\", \"41c16322-0e25-4646-afa3-4c62cd8b1d77\", \"3638e03d-c098-409e-a408-74a3e7fd1cf7\", \"af60fef5-fcee-4a81-a525-b643c4dd6dfc\", \"f1315fb8-cae7-467d-9625-6eab1d21bcde\"], \"total_duration\": 31484.0, \"total_sessions\": 10, \"mean_week_duration\": 174.911}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 8 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"7612\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 6, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-10 13:43:50.000000+00:00\", \"2022-03-08 13:21:44.000000+00:00\", \"2021-03-17 07:48:22.000000+00:00\", \"2020-12-13 03:26:43.000000+00:00\", \"2022-11-14 09:12:02.000000+00:00\", \"2021-01-15 19:51:23.000000+00:00\", \"2020-12-21 23:07:01.000000+00:00\", \"2022-06-18 22:11:43.000000+00:00\", \"2020-02-09 19:55:42.000000+00:00\", \"2019-06-06 07:39:27.000000+00:00\"], \"session_ids\": [\"4e1ee1f0-0b3d-4795-8200-a751485b4346\", \"5130e208-7707-4982-94c5-f9044311c08e\", \"a1b02f32-2acc-40aa-a422-ac8e3b9b7f3f\", \"ac90ea14-9b21-4bd4-8276-4929810964dc\", \"b287ed60-a7f1-403c-b348-7c9beb8c8199\", \"cf50f290-524b-45f9-ba28-6598c93990eb\", \"41c16322-0e25-4646-afa3-4c62cd8b1d77\", \"3638e03d-c098-409e-a408-74a3e7fd1cf7\", \"af60fef5-fcee-4a81-a525-b643c4dd6dfc\", \"f1315fb8-cae7-467d-9625-6eab1d21bcde\"], \"total_duration\": 31484.0, \"total_sessions\": 10, \"mean_week_duration\": 174.911}}]\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[{\"7612\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 6, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-10 13:43:50.000000+00:00\", \"2022-03-08 13:21:44.000000+00:00\", \"2021-03-17 07:48:22.000000+00:00\", \"2020-12-13 03:26:43.000000+00:00\", \"2022-11-14 09:12:02.000000+00:00\", \"2021-01-15 19:51:23.000000+00:00\", \"2020-12-21 23:07:01.000000+00:00\", \"2022-06-18 22:11:43.000000+00:00\", \"2020-02-09 19:55:42.000000+00:00\", \"2019-06-06 07:39:27.000000+00:00\"], \"session_ids\": [\"4e1ee1f0-0b3d-4795-8200-a751485b4346\", \"5130e208-7707-4982-94c5-f9044311c08e\", \"a1b02f32-2acc-40aa-a422-ac8e3b9b7f3f\", \"ac90ea14-9b21-4bd4-8276-4929810964dc\", \"b287ed60-a7f1-403c-b348-7c9beb8c8199\", \"cf50f290-524b-45f9-ba28-6598c93990eb\", \"41c16322-0e25-4646-afa3-4c62cd8b1d77\", \"3638e03d-c098-409e-a408-74a3e7fd1cf7\", \"af60fef5-fcee-4a81-a525-b643c4dd6dfc\", \"f1315fb8-cae7-467d-9625-6eab1d21bcde\"], \"total_duration\": 31484.0, \"total_sessions\": 10, \"mean_week_duration\": 174.911}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide insights into 3 users I can find living in cities Buenos Aires, San Jose, New Delhi, Dubai + carry out sorting by name of the city in 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{\"59490\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-07-01 17:19:02.000000+00:00\", \"2023-03-02 16:30:27.000000+00:00\", \"2019-03-13 02:51:46.000000+00:00\"], \"session_ids\": [\"ee18ed48-8527-4006-99aa-f872ed689250\", \"1bde3d29-5b61-423c-adc5-7d9ae01052c8\", \"475c0dc7-7eb5-4f88-b891-734bf6d9b681\"], \"total_duration\": 808.0, \"total_sessions\": 3, \"mean_week_duration\": 3.885}, \"92014\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-07 06:23:47.000000+00:00\", \"2020-09-24 12:45:39.000000+00:00\"], \"session_ids\": [\"8e20c1a1-3e0b-45dc-94c6-2347a989ca7b\", \"9e146bd2-8b63-484b-bd62-cb84bb9a4c9d\"], \"total_duration\": 238.0, \"total_sessions\": 2, \"mean_week_duration\": 119.0}, \"45691\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-05-03 16:04:43.000000+00:00\", \"2022-03-09 23:48:07.000000+00:00\"], \"session_ids\": [\"0ff832b3-d11f-4e57-b769-a7cd44bb4f14\", \"bc119dcd-8b30-4d00-ba87-9b30d27c7539\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.4}, \"9046\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-05-19 04:58:39.000000+00:00\", \"2023-03-29 05:17:15.000000+00:00\", \"2019-09-26 17:42:43.000000+00:00\"], \"session_ids\": [\"72c835cc-dc4b-4026-9984-186851c8ec88\", \"dc53f675-b256-4b6d-abf6-a57125beb507\", \"a6cda976-b774-4d62-8b7b-40bc6b688d51\"], \"total_duration\": 85.0, \"total_sessions\": 3, \"mean_week_duration\": 0.447}, \"24600\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-03-25 15:34:15.000000+00:00\", \"2022-01-21 06:22:45.000000+00:00\"], \"session_ids\": [\"abd87edd-49a7-463d-8416-f80b3a181ace\", \"0580dd50-e4a3-432e-9f77-544b0be6ea82\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 0.547}, \"21160\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-02-25 19:29:50.000000+00:00\", \"2021-08-30 17:33:54.000000+00:00\"], \"session_ids\": [\"38fc6054-603d-4667-83aa-ca17e8e8a379\", \"02b691ee-40cc-4adf-8d47-dbfce2a7ea25\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.808}, \"35304\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-10-14 15:17:58.000000+00:00\", \"2020-07-07 00:28:56.000000+00:00\"], \"session_ids\": [\"156a477e-646a-4ef0-ae42-b4b3a0d1b34d\", \"8dccb5aa-c08b-4931-a71e-8de80dd48b72\"], \"total_duration\": 423.0, \"total_sessions\": 2, \"mean_week_duration\": 11.132}, \"13386\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-09-10 00:46:51.000000+00:00\", \"2019-02-14 10:04:04.000000+00:00\"], \"session_ids\": [\"46fb9a1d-783a-4dc6-a121-76bb262bb03b\", \"90f13479-abe4-4c08-9f08-f7ab98e079ec\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.257}, \"47328\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-03-17 05:05:42.000000+00:00\", \"2019-10-01 01:03:33.000000+00:00\", \"2022-09-25 05:28:04.000000+00:00\", \"2021-09-10 02:32:20.000000+00:00\", \"2022-06-14 06:18:17.000000+00:00\", \"2019-09-18 12:42:57.000000+00:00\", \"2023-06-13 16:49:31.000000+00:00\"], \"session_ids\": [\"9455d513-3ad3-4afc-932d-36366a7e31b3\", \"972b2818-0994-442d-aea6-4fab68744a87\", \"48d3702a-c488-41ef-a805-3774cf647e4e\", \"d7f4b9c9-e0e8-479b-a69d-136a2abf16e1\", \"772a0a6c-8359-42b5-8037-0f14fb0c2dc7\", \"08d42831-91f9-47d7-b3f1-950bd1e8d45f\", \"747d52b6-03b2-44f1-961c-858ac00d5a32\"], \"total_duration\": 3555.0, \"total_sessions\": 7, \"mean_week_duration\": 18.231}, \"86310\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-12-10 20:57:53.000000+00:00\", \"2022-08-16 20:32:17.000000+00:00\", \"2019-08-31 02:41:46.000000+00:00\"], \"session_ids\": [\"efd4cc9f-4e5f-4297-8a9a-726c6f6164d7\", \"f344e2b5-caaa-4fbb-867e-3f088aaffd5b\", \"f5c4b2f8-c414-4614-a8f5-c8224046c9ed\"], \"total_duration\": 122.0, \"total_sessions\": 3, \"mean_week_duration\": 0.787}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Buenos Aires, San Jose, New Delhi, Dubai"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Buenos Aires\", \"San Jose\", \"New Delhi\", \"Dubai\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"9046\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-05-19 04:58:39.000000+00:00\", \"2023-03-29 05:17:15.000000+00:00\", \"2019-09-26 17:42:43.000000+00:00\"], \"session_ids\": [\"72c835cc-dc4b-4026-9984-186851c8ec88\", \"dc53f675-b256-4b6d-abf6-a57125beb507\", \"a6cda976-b774-4d62-8b7b-40bc6b688d51\"], \"total_duration\": 85.0, \"total_sessions\": 3, \"mean_week_duration\": 0.447}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"9046\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-05-19 04:58:39.000000+00:00\", \"2023-03-29 05:17:15.000000+00:00\", \"2019-09-26 17:42:43.000000+00:00\"], \"session_ids\": [\"72c835cc-dc4b-4026-9984-186851c8ec88\", \"dc53f675-b256-4b6d-abf6-a57125beb507\", \"a6cda976-b774-4d62-8b7b-40bc6b688d51\"], \"total_duration\": 85.0, \"total_sessions\": 3, \"mean_week_duration\": 0.447}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"9046\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-05-19 04:58:39.000000+00:00\", \"2023-03-29 05:17:15.000000+00:00\", \"2019-09-26 17:42:43.000000+00:00\"], \"session_ids\": [\"72c835cc-dc4b-4026-9984-186851c8ec88\", \"dc53f675-b256-4b6d-abf6-a57125beb507\", \"a6cda976-b774-4d62-8b7b-40bc6b688d51\"], \"total_duration\": 85.0, \"total_sessions\": 3, \"mean_week_duration\": 0.447}}]\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[{\"9046\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-05-19 04:58:39.000000+00:00\", \"2023-03-29 05:17:15.000000+00:00\", \"2019-09-26 17:42:43.000000+00:00\"], \"session_ids\": [\"72c835cc-dc4b-4026-9984-186851c8ec88\", \"dc53f675-b256-4b6d-abf6-a57125beb507\", \"a6cda976-b774-4d62-8b7b-40bc6b688d51\"], \"total_duration\": 85.0, \"total_sessions\": 3, \"mean_week_duration\": 0.447}}]\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 4 users who are currently living in city Berlin and in addition implement sorting by aver of time using the app per week in desc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"75558\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-04-18 09:06:44.000000+00:00\", \"2019-08-01 21:56:07.000000+00:00\", \"2019-11-04 22:47:06.000000+00:00\"], \"session_ids\": [\"2751e204-1a03-41bd-b3a5-3765394e2b99\", \"2ddbe7a9-01aa-4545-97d1-28036005eac0\", \"dd45f82a-df36-4701-9cdf-3a2c0b31954b\"], \"total_duration\": 457.0, \"total_sessions\": 3, \"mean_week_duration\": 12.026}, \"48836\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-07-27 07:45:59.000000+00:00\", \"2023-01-15 07:05:41.000000+00:00\", \"2020-06-19 21:54:43.000000+00:00\"], \"session_ids\": [\"faec2ce1-2596-44ac-9bc6-109c0734f20b\", \"7fa4e1f9-7c18-49c6-ae15-ef855a584881\", \"dd3b3ce7-47db-44f7-aeb7-a361f83cff77\"], \"total_duration\": 167.0, \"total_sessions\": 3, \"mean_week_duration\": 1.237}, \"65655\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-12-10 21:34:51.000000+00:00\", \"2020-08-12 22:34:48.000000+00:00\", \"2021-03-26 23:33:24.000000+00:00\", \"2020-09-23 13:44:11.000000+00:00\", \"2022-12-09 17:55:18.000000+00:00\", \"2022-08-09 17:09:39.000000+00:00\", \"2021-04-01 03:10:25.000000+00:00\", \"2019-03-22 18:13:16.000000+00:00\", \"2021-02-18 19:53:33.000000+00:00\"], \"session_ids\": [\"b047b385-ea8a-419a-bea9-6682dc3996dc\", \"8a8946c2-7278-49a4-8c2a-fb4c102566e6\", \"13c0d70c-9ee2-4892-ac1d-e42c975198b1\", \"25fae8f6-62eb-486b-b7f1-f789509ad62e\", \"473d1975-2a17-4064-9a47-472899dc2227\", \"d0c5c260-8665-4681-91f8-517c1778509f\", \"5738e1f1-dac6-4393-b537-02a724401708\", \"98452611-744f-4795-bf33-187067af1c1e\", \"6a47f637-eecb-4b5a-8e15-691618b4c78b\"], \"total_duration\": 9752.0, \"total_sessions\": 9, \"mean_week_duration\": 50.268}, \"10509\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-09-05 07:00:39.000000+00:00\", \"2020-07-21 14:09:53.000000+00:00\"], \"session_ids\": [\"01e8078d-94b9-41b2-b97e-5e045435c74a\", \"f385b5d1-15cf-4618-9a85-bc9a22d328b0\"], \"total_duration\": 381.0, \"total_sessions\": 2, \"mean_week_duration\": 8.283}, \"33280\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-07-11 19:38:27.000000+00:00\", \"2022-10-18 10:19:38.000000+00:00\"], \"session_ids\": [\"47af6538-090f-42cd-a18a-7d7d4e284892\", \"bdd0295f-052c-4b0d-aa6f-85e9ab9e28b2\"], \"total_duration\": 159.0, \"total_sessions\": 2, \"mean_week_duration\": 0.93}, \"62747\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-04-17 12:41:26.000000+00:00\", \"2023-03-28 23:48:39.000000+00:00\", \"2020-10-09 23:57:39.000000+00:00\", \"2021-06-24 09:04:39.000000+00:00\"], \"session_ids\": [\"86ed695f-7d4a-472b-8fc5-c2ca609c4bae\", \"3e42d514-5c72-4095-8c60-1bf8a8ef921e\", \"ebba7901-353e-4daa-ac53-a82affb44aa8\", \"1dd7f1ab-119e-4ca7-bbdc-c7c9c7ace97b\"], \"total_duration\": 967.0, \"total_sessions\": 4, \"mean_week_duration\": 4.694}, \"46035\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-03-12 08:07:46.000000+00:00\", \"2022-08-18 20:53:07.000000+00:00\", \"2020-10-24 20:25:07.000000+00:00\"], \"session_ids\": [\"078fb341-a1b3-4db4-adb9-b97d3fef6c60\", \"14fae69c-f9d3-4467-b6c3-322d220d74ed\", \"a7410405-05ab-4d13-975d-f0f8b7d15472\"], \"total_duration\": 287.0, \"total_sessions\": 3, \"mean_week_duration\": 1.594}, \"73468\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-10-15 16:22:56.000000+00:00\", \"2022-09-08 12:29:29.000000+00:00\", \"2023-03-19 17:38:05.000000+00:00\", \"2022-07-22 07:53:20.000000+00:00\", \"2021-07-18 08:46:10.000000+00:00\", \"2023-03-07 11:05:52.000000+00:00\", \"2020-07-03 04:25:32.000000+00:00\"], \"session_ids\": [\"05c13b0a-790e-408e-8151-a99b7d6dc363\", \"261d4d72-9eaf-4ba8-84ce-2da05bc02c43\", \"c06fb205-4b9b-4a55-8195-17acd3dd01f6\", \"3efac65d-ecb3-40de-8d98-348872f0e38d\", \"1ce8c457-9e19-4cf7-96d7-4ebe3f7968f3\", \"113b6e72-1b1e-4474-8efc-d28f7ba5b67d\", \"83eb1b29-e9a2-4baa-a195-9939fcbac8cb\"], \"total_duration\": 701.0, \"total_sessions\": 7, \"mean_week_duration\": 4.937}, \"8776\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-07-03 21:34:42.000000+00:00\", \"2019-08-18 03:32:49.000000+00:00\", \"2021-05-08 02:50:03.000000+00:00\", \"2020-06-04 18:27:07.000000+00:00\", \"2022-03-30 03:35:02.000000+00:00\", \"2019-07-03 13:34:50.000000+00:00\", \"2023-04-18 05:44:17.000000+00:00\", \"2020-02-19 22:50:10.000000+00:00\", \"2019-08-27 06:28:28.000000+00:00\", \"2021-12-04 12:31:38.000000+00:00\", \"2022-07-21 04:30:48.000000+00:00\"], \"session_ids\": [\"78ce9994-8f4c-468e-bd53-48808dd25690\", \"78ab7fe2-5094-45c8-9b3c-bd70274160e0\", \"045adb15-30b0-4b0a-b6af-6b392338b233\", \"4dfcc772-2c14-47ff-bb6d-0aa70d9aa611\", \"6050c2da-a628-451f-b03c-3028afb8a7c0\", \"87b0d4fe-cad7-424d-adce-2b44fce7a5f6\", \"1a600e78-5f2a-435a-94de-faf2f99bc0ac\", \"23d8631e-d8cb-4efd-a540-db154ecea96b\", \"a6ce5471-1157-40c1-9bb3-c5d5e65deb8c\", \"8e30fb60-faa8-495a-8301-bf8ea1aa88f5\", \"d6fb1855-ced1-4200-9593-2986cd8dad50\"], \"total_duration\": 4546.0, \"total_sessions\": 11, \"mean_week_duration\": 22.96}, \"96431\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-06-24 00:38:55.000000+00:00\", \"2021-01-11 21:53:29.000000+00:00\", \"2020-06-25 06:27:36.000000+00:00\"], \"session_ids\": [\"ba65e29c-72f3-4be9-8aba-bbf99283489d\", \"7e1eae8b-fc7a-46fc-bf72-19083e6625e6\", \"0f9e63c4-9f77-46f5-9e6b-2ba24ee900e7\"], \"total_duration\": 51.0, \"total_sessions\": 3, \"mean_week_duration\": 0.49}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is Berlin"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Berlin\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about 5 users who app usage time less than 2235 and greater than 4269 (not including) also execute sorting by sum of sessions form the lowest to the highest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"52885\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-11-12 17:29:07.000000+00:00\", \"2022-11-19 18:34:20.000000+00:00\"], \"session_ids\": [\"fb9fdb76-a159-448a-9b84-c4064cd0e180\", \"bb572985-41d1-4b53-9c1b-565cd47b44b3\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 4.796}, \"12560\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-01-20 21:51:21.000000+00:00\", \"2019-12-17 20:08:09.000000+00:00\", \"2021-04-09 06:25:55.000000+00:00\"], \"session_ids\": [\"6b3a5631-7d6a-4a1e-b23b-6e33520c9ea4\", \"af08e001-3608-4d7b-8336-4dc46d158153\", \"b561dac0-e171-46b3-ac19-cbf29b9a594b\"], \"total_duration\": 759.0, \"total_sessions\": 3, \"mean_week_duration\": 11.0}, \"57838\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-07-16 23:22:09.000000+00:00\", \"2021-08-11 13:52:48.000000+00:00\"], \"session_ids\": [\"d4e6c57b-3387-46bb-9987-66bf354315a8\", \"3c9fa104-9434-4414-884b-d0b0a15039fa\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 1.673}, \"67145\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-06-05 01:51:38.000000+00:00\", \"2022-09-12 23:04:53.000000+00:00\"], \"session_ids\": [\"e74913af-481c-4849-a4f2-6a1ed19cca13\", \"7d0f497d-516a-48f1-adfe-cc73b70af049\"], \"total_duration\": 200.0, \"total_sessions\": 2, \"mean_week_duration\": 2.985}, \"69748\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-04-28 18:26:02.000000+00:00\", \"2021-11-25 02:00:34.000000+00:00\", \"2023-01-31 04:00:40.000000+00:00\"], \"session_ids\": [\"9b563d85-0be7-41dd-9aea-b69639604786\", \"f05c148f-25b2-4a4a-9140-773d7ce2fb8b\", \"c7643403-7071-4704-8354-bc616ec81daf\"], \"total_duration\": 581.0, \"total_sessions\": 3, \"mean_week_duration\": 4.035}, \"35273\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-06-11 01:56:13.000000+00:00\", \"2019-10-23 05:40:24.000000+00:00\"], \"session_ids\": [\"66c80c7e-1f99-47c9-ab5b-fcd1787e602f\", \"b75d68eb-6e6a-42a9-b050-c7c0e4a0db87\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.593}, \"34065\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-08-24 13:11:12.000000+00:00\", \"2020-09-01 17:46:31.000000+00:00\"], \"session_ids\": [\"3c53f3b2-3191-41d3-bc03-177b9a854304\", \"61340bee-aa8e-454d-899c-e5d033e90240\"], \"total_duration\": 489.0, \"total_sessions\": 2, \"mean_week_duration\": 244.5}, \"98612\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2020-04-22 08:35:40.000000+00:00\", \"2021-12-24 23:40:44.000000+00:00\"], \"session_ids\": [\"cf771a8d-cf72-4f40-8f45-361ac11110f3\", \"fa129112-5d2c-48f1-9e8f-32b480c35389\"], \"total_duration\": 450.0, \"total_sessions\": 2, \"mean_week_duration\": 5.114}, \"38134\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-09-03 22:42:07.000000+00:00\", \"2020-02-13 09:50:04.000000+00:00\"], \"session_ids\": [\"c1736589-855b-46b5-87e1-df4b2402bbca\", \"ed29bf2d-935a-4229-a5dc-90c7ee7701f6\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 3.034}, \"91641\": {\"keyflows\": {\"Sign In Flow\": 3, \"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\": \"Lisbon\", \"datetimes\": [\"2019-04-26 08:32:49.000000+00:00\", \"2023-05-09 08:25:20.000000+00:00\", \"2022-06-16 05:53:00.000000+00:00\", \"2020-01-18 04:56:57.000000+00:00\", \"2020-07-27 16:31:08.000000+00:00\", \"2021-04-29 21:32:17.000000+00:00\", \"2022-04-12 09:19:53.000000+00:00\"], \"session_ids\": [\"db4fdf01-36ec-4598-a6b9-1c43282ab111\", \"08b32586-e9ac-40e3-b694-ae0a64f9ac41\", \"04dc6008-5e26-471b-8f99-17d6c2009806\", \"719af5f6-99d1-4982-8c22-45b379a8815e\", \"cbdee492-b60f-42fe-9aa5-f4aee53a44cd\", \"656c9c73-e0c1-4daa-b777-830508ee0784\", \"c57a0fbe-2c11-4bb4-8da3-96ac17468447\"], \"total_duration\": 2005.0, \"total_sessions\": 7, \"mean_week_duration\": 9.502}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or less than 2235 and are greater than 4269"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_duration\": [[2235, 4269]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"52885\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-11-12 17:29:07.000000+00:00\", \"2022-11-19 18:34:20.000000+00:00\"], \"session_ids\": [\"fb9fdb76-a159-448a-9b84-c4064cd0e180\", \"bb572985-41d1-4b53-9c1b-565cd47b44b3\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 4.796}, \"12560\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-01-20 21:51:21.000000+00:00\", \"2019-12-17 20:08:09.000000+00:00\", \"2021-04-09 06:25:55.000000+00:00\"], \"session_ids\": [\"6b3a5631-7d6a-4a1e-b23b-6e33520c9ea4\", \"af08e001-3608-4d7b-8336-4dc46d158153\", \"b561dac0-e171-46b3-ac19-cbf29b9a594b\"], \"total_duration\": 759.0, \"total_sessions\": 3, \"mean_week_duration\": 11.0}, \"57838\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-07-16 23:22:09.000000+00:00\", \"2021-08-11 13:52:48.000000+00:00\"], \"session_ids\": [\"d4e6c57b-3387-46bb-9987-66bf354315a8\", \"3c9fa104-9434-4414-884b-d0b0a15039fa\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 1.673}, \"67145\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-06-05 01:51:38.000000+00:00\", \"2022-09-12 23:04:53.000000+00:00\"], \"session_ids\": [\"e74913af-481c-4849-a4f2-6a1ed19cca13\", \"7d0f497d-516a-48f1-adfe-cc73b70af049\"], \"total_duration\": 200.0, \"total_sessions\": 2, \"mean_week_duration\": 2.985}, \"69748\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-04-28 18:26:02.000000+00:00\", \"2021-11-25 02:00:34.000000+00:00\", \"2023-01-31 04:00:40.000000+00:00\"], \"session_ids\": [\"9b563d85-0be7-41dd-9aea-b69639604786\", \"f05c148f-25b2-4a4a-9140-773d7ce2fb8b\", \"c7643403-7071-4704-8354-bc616ec81daf\"], \"total_duration\": 581.0, \"total_sessions\": 3, \"mean_week_duration\": 4.035}, \"35273\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-06-11 01:56:13.000000+00:00\", \"2019-10-23 05:40:24.000000+00:00\"], \"session_ids\": [\"66c80c7e-1f99-47c9-ab5b-fcd1787e602f\", \"b75d68eb-6e6a-42a9-b050-c7c0e4a0db87\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.593}, \"34065\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-08-24 13:11:12.000000+00:00\", \"2020-09-01 17:46:31.000000+00:00\"], \"session_ids\": [\"3c53f3b2-3191-41d3-bc03-177b9a854304\", \"61340bee-aa8e-454d-899c-e5d033e90240\"], \"total_duration\": 489.0, \"total_sessions\": 2, \"mean_week_duration\": 244.5}, \"98612\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2020-04-22 08:35:40.000000+00:00\", \"2021-12-24 23:40:44.000000+00:00\"], \"session_ids\": [\"cf771a8d-cf72-4f40-8f45-361ac11110f3\", \"fa129112-5d2c-48f1-9e8f-32b480c35389\"], \"total_duration\": 450.0, \"total_sessions\": 2, \"mean_week_duration\": 5.114}, \"38134\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-09-03 22:42:07.000000+00:00\", \"2020-02-13 09:50:04.000000+00:00\"], \"session_ids\": [\"c1736589-855b-46b5-87e1-df4b2402bbca\", \"ed29bf2d-935a-4229-a5dc-90c7ee7701f6\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 3.034}, \"91641\": {\"keyflows\": {\"Sign In Flow\": 3, \"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\": \"Lisbon\", \"datetimes\": [\"2019-04-26 08:32:49.000000+00:00\", \"2023-05-09 08:25:20.000000+00:00\", \"2022-06-16 05:53:00.000000+00:00\", \"2020-01-18 04:56:57.000000+00:00\", \"2020-07-27 16:31:08.000000+00:00\", \"2021-04-29 21:32:17.000000+00:00\", \"2022-04-12 09:19:53.000000+00:00\"], \"session_ids\": [\"db4fdf01-36ec-4598-a6b9-1c43282ab111\", \"08b32586-e9ac-40e3-b694-ae0a64f9ac41\", \"04dc6008-5e26-471b-8f99-17d6c2009806\", \"719af5f6-99d1-4982-8c22-45b379a8815e\", \"cbdee492-b60f-42fe-9aa5-f4aee53a44cd\", \"656c9c73-e0c1-4daa-b777-830508ee0784\", \"c57a0fbe-2c11-4bb4-8da3-96ac17468447\"], \"total_duration\": 2005.0, \"total_sessions\": 7, \"mean_week_duration\": 9.502}}\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[{\"52885\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-11-12 17:29:07.000000+00:00\", \"2022-11-19 18:34:20.000000+00:00\"], \"session_ids\": [\"fb9fdb76-a159-448a-9b84-c4064cd0e180\", \"bb572985-41d1-4b53-9c1b-565cd47b44b3\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 4.796}}, {\"57838\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-07-16 23:22:09.000000+00:00\", \"2021-08-11 13:52:48.000000+00:00\"], \"session_ids\": [\"d4e6c57b-3387-46bb-9987-66bf354315a8\", \"3c9fa104-9434-4414-884b-d0b0a15039fa\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 1.673}}, {\"67145\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-06-05 01:51:38.000000+00:00\", \"2022-09-12 23:04:53.000000+00:00\"], \"session_ids\": [\"e74913af-481c-4849-a4f2-6a1ed19cca13\", \"7d0f497d-516a-48f1-adfe-cc73b70af049\"], \"total_duration\": 200.0, \"total_sessions\": 2, \"mean_week_duration\": 2.985}}, {\"35273\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-06-11 01:56:13.000000+00:00\", \"2019-10-23 05:40:24.000000+00:00\"], \"session_ids\": [\"66c80c7e-1f99-47c9-ab5b-fcd1787e602f\", \"b75d68eb-6e6a-42a9-b050-c7c0e4a0db87\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.593}}, {\"34065\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-08-24 13:11:12.000000+00:00\", \"2020-09-01 17:46:31.000000+00:00\"], \"session_ids\": [\"3c53f3b2-3191-41d3-bc03-177b9a854304\", \"61340bee-aa8e-454d-899c-e5d033e90240\"], \"total_duration\": 489.0, \"total_sessions\": 2, \"mean_week_duration\": 244.5}}, {\"98612\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2020-04-22 08:35:40.000000+00:00\", \"2021-12-24 23:40:44.000000+00:00\"], \"session_ids\": [\"cf771a8d-cf72-4f40-8f45-361ac11110f3\", \"fa129112-5d2c-48f1-9e8f-32b480c35389\"], \"total_duration\": 450.0, \"total_sessions\": 2, \"mean_week_duration\": 5.114}}, {\"38134\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-09-03 22:42:07.000000+00:00\", \"2020-02-13 09:50:04.000000+00:00\"], \"session_ids\": [\"c1736589-855b-46b5-87e1-df4b2402bbca\", \"ed29bf2d-935a-4229-a5dc-90c7ee7701f6\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 3.034}}, {\"12560\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-01-20 21:51:21.000000+00:00\", \"2019-12-17 20:08:09.000000+00:00\", \"2021-04-09 06:25:55.000000+00:00\"], \"session_ids\": [\"6b3a5631-7d6a-4a1e-b23b-6e33520c9ea4\", \"af08e001-3608-4d7b-8336-4dc46d158153\", \"b561dac0-e171-46b3-ac19-cbf29b9a594b\"], \"total_duration\": 759.0, \"total_sessions\": 3, \"mean_week_duration\": 11.0}}, {\"69748\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-04-28 18:26:02.000000+00:00\", \"2021-11-25 02:00:34.000000+00:00\", \"2023-01-31 04:00:40.000000+00:00\"], \"session_ids\": [\"9b563d85-0be7-41dd-9aea-b69639604786\", \"f05c148f-25b2-4a4a-9140-773d7ce2fb8b\", \"c7643403-7071-4704-8354-bc616ec81daf\"], \"total_duration\": 581.0, \"total_sessions\": 3, \"mean_week_duration\": 4.035}}, {\"91641\": {\"keyflows\": {\"Sign In Flow\": 3, \"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\": \"Lisbon\", \"datetimes\": [\"2019-04-26 08:32:49.000000+00:00\", \"2023-05-09 08:25:20.000000+00:00\", \"2022-06-16 05:53:00.000000+00:00\", \"2020-01-18 04:56:57.000000+00:00\", \"2020-07-27 16:31:08.000000+00:00\", \"2021-04-29 21:32:17.000000+00:00\", \"2022-04-12 09:19:53.000000+00:00\"], \"session_ids\": [\"db4fdf01-36ec-4598-a6b9-1c43282ab111\", \"08b32586-e9ac-40e3-b694-ae0a64f9ac41\", \"04dc6008-5e26-471b-8f99-17d6c2009806\", \"719af5f6-99d1-4982-8c22-45b379a8815e\", \"cbdee492-b60f-42fe-9aa5-f4aee53a44cd\", \"656c9c73-e0c1-4daa-b777-830508ee0784\", \"c57a0fbe-2c11-4bb4-8da3-96ac17468447\"], \"total_duration\": 2005.0, \"total_sessions\": 7, \"mean_week_duration\": 9.502}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 5 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"52885\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-11-12 17:29:07.000000+00:00\", \"2022-11-19 18:34:20.000000+00:00\"], \"session_ids\": [\"fb9fdb76-a159-448a-9b84-c4064cd0e180\", \"bb572985-41d1-4b53-9c1b-565cd47b44b3\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 4.796}}, {\"57838\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-07-16 23:22:09.000000+00:00\", \"2021-08-11 13:52:48.000000+00:00\"], \"session_ids\": [\"d4e6c57b-3387-46bb-9987-66bf354315a8\", \"3c9fa104-9434-4414-884b-d0b0a15039fa\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 1.673}}, {\"67145\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-06-05 01:51:38.000000+00:00\", \"2022-09-12 23:04:53.000000+00:00\"], \"session_ids\": [\"e74913af-481c-4849-a4f2-6a1ed19cca13\", \"7d0f497d-516a-48f1-adfe-cc73b70af049\"], \"total_duration\": 200.0, \"total_sessions\": 2, \"mean_week_duration\": 2.985}}, {\"35273\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-06-11 01:56:13.000000+00:00\", \"2019-10-23 05:40:24.000000+00:00\"], \"session_ids\": [\"66c80c7e-1f99-47c9-ab5b-fcd1787e602f\", \"b75d68eb-6e6a-42a9-b050-c7c0e4a0db87\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.593}}, {\"34065\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-08-24 13:11:12.000000+00:00\", \"2020-09-01 17:46:31.000000+00:00\"], \"session_ids\": [\"3c53f3b2-3191-41d3-bc03-177b9a854304\", \"61340bee-aa8e-454d-899c-e5d033e90240\"], \"total_duration\": 489.0, \"total_sessions\": 2, \"mean_week_duration\": 244.5}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"52885\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-11-12 17:29:07.000000+00:00\", \"2022-11-19 18:34:20.000000+00:00\"], \"session_ids\": [\"fb9fdb76-a159-448a-9b84-c4064cd0e180\", \"bb572985-41d1-4b53-9c1b-565cd47b44b3\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 4.796}}, {\"57838\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-07-16 23:22:09.000000+00:00\", \"2021-08-11 13:52:48.000000+00:00\"], \"session_ids\": [\"d4e6c57b-3387-46bb-9987-66bf354315a8\", \"3c9fa104-9434-4414-884b-d0b0a15039fa\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 1.673}}, {\"67145\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-06-05 01:51:38.000000+00:00\", \"2022-09-12 23:04:53.000000+00:00\"], \"session_ids\": [\"e74913af-481c-4849-a4f2-6a1ed19cca13\", \"7d0f497d-516a-48f1-adfe-cc73b70af049\"], \"total_duration\": 200.0, \"total_sessions\": 2, \"mean_week_duration\": 2.985}}, {\"35273\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-06-11 01:56:13.000000+00:00\", \"2019-10-23 05:40:24.000000+00:00\"], \"session_ids\": [\"66c80c7e-1f99-47c9-ab5b-fcd1787e602f\", \"b75d68eb-6e6a-42a9-b050-c7c0e4a0db87\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.593}}, {\"34065\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-08-24 13:11:12.000000+00:00\", \"2020-09-01 17:46:31.000000+00:00\"], \"session_ids\": [\"3c53f3b2-3191-41d3-bc03-177b9a854304\", \"61340bee-aa8e-454d-899c-e5d033e90240\"], \"total_duration\": 489.0, \"total_sessions\": 2, \"mean_week_duration\": 244.5}}]\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 3 users who are residing in cities Bogota, Jakarta, Reykjavik, Prague , carry out sorting by town name in ascending order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"28833\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-03-30 09:37:45.000000+00:00\", \"2019-01-25 20:08:39.000000+00:00\"], \"session_ids\": [\"22c8d2ae-91e2-4dbf-8401-e4d09c62c587\", \"d38db799-12e4-4b3e-8667-99f06d8e9fce\"], \"total_duration\": 472.0, \"total_sessions\": 2, \"mean_week_duration\": 7.613}, \"61888\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-12-25 12:22:56.000000+00:00\", \"2021-08-02 12:17:00.000000+00:00\"], \"session_ids\": [\"f76c7f50-12ec-4603-981f-47d8644d1992\", \"9bc04789-f16a-46f0-b493-e1191c2f36f1\"], \"total_duration\": 353.0, \"total_sessions\": 2, \"mean_week_duration\": 16.81}, \"96366\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2023-06-10 12:05:11.000000+00:00\", \"2023-01-30 09:50:59.000000+00:00\"], \"session_ids\": [\"bba19e52-2530-4225-86be-18837db803ab\", \"5d9f3262-2636-4569-9ba3-cdb84c96a9c2\"], \"total_duration\": 123.0, \"total_sessions\": 2, \"mean_week_duration\": 6.474}, \"21045\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-12-16 19:03:18.000000+00:00\", \"2020-12-25 15:10:48.000000+00:00\"], \"session_ids\": [\"c791a3c0-f1e7-4c94-9732-afb401bae77e\", \"0bd4e6eb-844d-4f3f-af9f-7ac9cc6f5492\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.463}, \"51964\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-07-27 22:48:16.000000+00:00\", \"2021-08-06 00:00:18.000000+00:00\"], \"session_ids\": [\"9d39f472-82f5-4aaf-9173-06970b02a6d0\", \"70285228-542b-4e2b-b12c-6132373752da\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 1.038}, \"8037\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-30 05:33:28.000000+00:00\", \"2023-05-18 20:38:02.000000+00:00\", \"2021-07-29 08:52:42.000000+00:00\", \"2021-10-17 04:10:22.000000+00:00\", \"2021-03-01 04:30:54.000000+00:00\"], \"session_ids\": [\"4ce644c3-1fc9-4f59-9d97-da08012658a6\", \"869c32ea-ce7a-42fe-87c4-7f80f6f2c695\", \"b54fe88c-40a8-4400-bc19-79755c3c452b\", \"f191abe3-16ad-49e1-a64e-ca4239a4a2b1\", \"673afa93-9d29-445a-bf55-8548786a7d7b\"], \"total_duration\": 1189.0, \"total_sessions\": 5, \"mean_week_duration\": 10.25}, \"17818\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-10-01 19:54:54.000000+00:00\", \"2019-12-16 06:37:49.000000+00:00\"], \"session_ids\": [\"424f0753-a7d2-4440-ac10-9dd9fe5c18ae\", \"16be3160-0a78-48aa-b958-881a95dc8709\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 5.636}, \"18393\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-09-22 16:11:58.000000+00:00\", \"2022-09-25 11:33:07.000000+00:00\", \"2019-04-11 16:44:20.000000+00:00\", \"2022-09-11 18:44:16.000000+00:00\"], \"session_ids\": [\"cd45c9c9-0056-4c3b-bc07-732a5a77f3aa\", \"4025cd35-2784-4dd3-869f-7e239d36db7c\", \"841edc0e-5543-4d6a-99c7-1711469933ef\", \"41325a57-9a6f-4b7b-8f97-30bb43bfa86b\"], \"total_duration\": 1982.0, \"total_sessions\": 4, \"mean_week_duration\": 10.95}, \"12609\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-14 08:23:35.000000+00:00\", \"2023-05-29 10:14:12.000000+00:00\", \"2022-09-04 20:59:16.000000+00:00\", \"2020-04-11 11:15:13.000000+00:00\"], \"session_ids\": [\"eb3a440b-4956-4bf3-92d4-b876cebf94c3\", \"5639537c-d4ab-4804-a448-97fa6a7a30f6\", \"44a7f786-8e9d-4145-9b75-c2bb15ff5501\", \"23da12e4-26d5-4c8f-befb-0532f8586d22\"], \"total_duration\": 1405.0, \"total_sessions\": 4, \"mean_week_duration\": 8.567}, \"91074\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-08-22 07:41:39.000000+00:00\", \"2019-08-12 20:46:27.000000+00:00\", \"2022-01-18 02:10:27.000000+00:00\"], \"session_ids\": [\"dce41e5c-e212-4821-a50b-6b97eaa924ad\", \"062aa395-470a-4fb7-9da6-521981cad19e\", \"1c7358d3-29b6-4fbf-b10e-616a7dd52b7f\"], \"total_duration\": 335.0, \"total_sessions\": 3, \"mean_week_duration\": 2.638}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Bogota, Jakarta, Reykjavik, Prague"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Bogota\", \"Jakarta\", \"Reykjavik\", \"Prague\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Give me details on 3 users who have sum of duration bigger than 4374 and smaller than 176 (not including) as well as carry out sorting by total_duration in desc order , moreover keep only 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"83474\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-02-27 09:28:20.000000+00:00\", \"2021-08-15 08:54:33.000000+00:00\"], \"session_ids\": [\"e43716c9-9037-4212-a07c-04dd3a68df09\", \"fdf3007a-556c-494f-ae1b-7022e27fc54f\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.116}, \"4375\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-02-26 13:10:16.000000+00:00\", \"2020-06-11 02:02:55.000000+00:00\", \"2021-10-13 11:05:52.000000+00:00\"], \"session_ids\": [\"989f3315-8caa-4e31-a022-6db3621c26a6\", \"a57a8793-a89f-420b-b177-f0aebb6342fb\", \"6e778ef0-cafe-4a39-8ad3-2cafc103ffac\"], \"total_duration\": 165.0, \"total_sessions\": 3, \"mean_week_duration\": 1.833}, \"86465\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-06-12 07:27:54.000000+00:00\", \"2020-11-22 09:36:10.000000+00:00\", \"2021-03-06 09:53:55.000000+00:00\"], \"session_ids\": [\"218c94e2-6a08-4c6d-917c-b695f4cf6e97\", \"0b63ff81-9103-4532-bfa3-5a8870b91787\", \"fc92f0d2-1f96-4e43-988b-24bed22eaa78\"], \"total_duration\": 136.0, \"total_sessions\": 3, \"mean_week_duration\": 1.679}, \"40061\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-05-23 14:43:18.000000+00:00\", \"2022-08-15 09:33:28.000000+00:00\"], \"session_ids\": [\"65d4ce98-5d44-4f7b-9e08-63fc406a5bd0\", \"77c476e4-e12e-489d-a070-4b5e7dce43a2\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 3.854}, \"76248\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-06-14 14:23:49.000000+00:00\", \"2022-10-26 00:30:18.000000+00:00\"], \"session_ids\": [\"4e793f9e-523c-429b-ae6d-1ad9d972c4f9\", \"e3ee09d4-01e7-4b88-b197-1c208e773fd7\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 2.182}, \"69478\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-04-24 23:05:02.000000+00:00\", \"2021-04-24 16:06:40.000000+00:00\"], \"session_ids\": [\"4e100982-6dd6-4a84-8aa3-5599a771fb00\", \"3fdd3349-0453-4d64-aed7-db44a075bd1d\"], \"total_duration\": 479.0, \"total_sessions\": 2, \"mean_week_duration\": 9.038}, \"85691\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-06-03 05:39:42.000000+00:00\", \"2020-05-16 11:36:53.000000+00:00\"], \"session_ids\": [\"df4c7b79-6e78-4d67-b1ba-adb21ec32e06\", \"62014116-88af-4039-854f-ad04c7b9aefa\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.52}, \"25870\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-06-06 07:46:30.000000+00:00\", \"2019-03-13 20:54:27.000000+00:00\", \"2022-06-14 14:53:32.000000+00:00\", \"2022-09-19 09:14:55.000000+00:00\", \"2022-12-29 06:42:26.000000+00:00\", \"2023-05-06 15:09:02.000000+00:00\", \"2022-07-30 06:29:24.000000+00:00\", \"2020-06-12 01:34:27.000000+00:00\"], \"session_ids\": [\"5e46d5a5-9fb7-4ed2-bcbe-5425d6c7ee48\", \"d97073ab-43fd-4159-876a-81c82775a88f\", \"d946d6c2-138b-4bd2-9beb-02ce9c0ce7e0\", \"e2c36908-8a6f-4bce-9069-9fd809de4b83\", \"42d422e1-c01f-460c-9eaf-afd67d5a0658\", \"2abaebec-2132-49d1-82ca-822979563723\", \"fc560b73-c82a-4866-9183-8d8638a1f26d\", \"2ca5fde7-6aab-49c7-a901-a0b5cef129cd\"], \"total_duration\": 4894.0, \"total_sessions\": 8, \"mean_week_duration\": 22.553}, \"66418\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-01-28 15:27:24.000000+00:00\", \"2022-11-22 11:17:50.000000+00:00\"], \"session_ids\": [\"e47c009b-9a33-4e61-be83-7d248bf5d11c\", \"c967a8e4-6ec4-41de-8b22-98b32b94c64f\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.395}, \"13765\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-02-21 17:19:36.000000+00:00\", \"2021-09-02 16:46:04.000000+00:00\", \"2021-09-24 09:14:34.000000+00:00\"], \"session_ids\": [\"9273b55e-135c-4d0f-bc37-c97bdced1d01\", \"dfa3ce10-4c9c-4874-abe2-2e9edf0d6cbf\", \"0538e400-23b5-4ca7-a958-d06772e8a9c4\"], \"total_duration\": 977.0, \"total_sessions\": 3, \"mean_week_duration\": 31.516}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are less than 176 and are equal or greater than 4374"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_duration\": [[176, 4374]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"83474\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-02-27 09:28:20.000000+00:00\", \"2021-08-15 08:54:33.000000+00:00\"], \"session_ids\": [\"e43716c9-9037-4212-a07c-04dd3a68df09\", \"fdf3007a-556c-494f-ae1b-7022e27fc54f\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.116}, \"4375\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-02-26 13:10:16.000000+00:00\", \"2020-06-11 02:02:55.000000+00:00\", \"2021-10-13 11:05:52.000000+00:00\"], \"session_ids\": [\"989f3315-8caa-4e31-a022-6db3621c26a6\", \"a57a8793-a89f-420b-b177-f0aebb6342fb\", \"6e778ef0-cafe-4a39-8ad3-2cafc103ffac\"], \"total_duration\": 165.0, \"total_sessions\": 3, \"mean_week_duration\": 1.833}, \"86465\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-06-12 07:27:54.000000+00:00\", \"2020-11-22 09:36:10.000000+00:00\", \"2021-03-06 09:53:55.000000+00:00\"], \"session_ids\": [\"218c94e2-6a08-4c6d-917c-b695f4cf6e97\", \"0b63ff81-9103-4532-bfa3-5a8870b91787\", \"fc92f0d2-1f96-4e43-988b-24bed22eaa78\"], \"total_duration\": 136.0, \"total_sessions\": 3, \"mean_week_duration\": 1.679}, \"40061\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-05-23 14:43:18.000000+00:00\", \"2022-08-15 09:33:28.000000+00:00\"], \"session_ids\": [\"65d4ce98-5d44-4f7b-9e08-63fc406a5bd0\", \"77c476e4-e12e-489d-a070-4b5e7dce43a2\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 3.854}, \"76248\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-06-14 14:23:49.000000+00:00\", \"2022-10-26 00:30:18.000000+00:00\"], \"session_ids\": [\"4e793f9e-523c-429b-ae6d-1ad9d972c4f9\", \"e3ee09d4-01e7-4b88-b197-1c208e773fd7\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 2.182}, \"85691\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-06-03 05:39:42.000000+00:00\", \"2020-05-16 11:36:53.000000+00:00\"], \"session_ids\": [\"df4c7b79-6e78-4d67-b1ba-adb21ec32e06\", \"62014116-88af-4039-854f-ad04c7b9aefa\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.52}, \"66418\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-01-28 15:27:24.000000+00:00\", \"2022-11-22 11:17:50.000000+00:00\"], \"session_ids\": [\"e47c009b-9a33-4e61-be83-7d248bf5d11c\", \"c967a8e4-6ec4-41de-8b22-98b32b94c64f\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.395}, \"25870\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-06-06 07:46:30.000000+00:00\", \"2019-03-13 20:54:27.000000+00:00\", \"2022-06-14 14:53:32.000000+00:00\", \"2022-09-19 09:14:55.000000+00:00\", \"2022-12-29 06:42:26.000000+00:00\", \"2023-05-06 15:09:02.000000+00:00\", \"2022-07-30 06:29:24.000000+00:00\", \"2020-06-12 01:34:27.000000+00:00\"], \"session_ids\": [\"5e46d5a5-9fb7-4ed2-bcbe-5425d6c7ee48\", \"d97073ab-43fd-4159-876a-81c82775a88f\", \"d946d6c2-138b-4bd2-9beb-02ce9c0ce7e0\", \"e2c36908-8a6f-4bce-9069-9fd809de4b83\", \"42d422e1-c01f-460c-9eaf-afd67d5a0658\", \"2abaebec-2132-49d1-82ca-822979563723\", \"fc560b73-c82a-4866-9183-8d8638a1f26d\", \"2ca5fde7-6aab-49c7-a901-a0b5cef129cd\"], \"total_duration\": 4894.0, \"total_sessions\": 8, \"mean_week_duration\": 22.553}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"25870\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-06-06 07:46:30.000000+00:00\", \"2019-03-13 20:54:27.000000+00:00\", \"2022-06-14 14:53:32.000000+00:00\", \"2022-09-19 09:14:55.000000+00:00\", \"2022-12-29 06:42:26.000000+00:00\", \"2023-05-06 15:09:02.000000+00:00\", \"2022-07-30 06:29:24.000000+00:00\", \"2020-06-12 01:34:27.000000+00:00\"], \"session_ids\": [\"5e46d5a5-9fb7-4ed2-bcbe-5425d6c7ee48\", \"d97073ab-43fd-4159-876a-81c82775a88f\", \"d946d6c2-138b-4bd2-9beb-02ce9c0ce7e0\", \"e2c36908-8a6f-4bce-9069-9fd809de4b83\", \"42d422e1-c01f-460c-9eaf-afd67d5a0658\", \"2abaebec-2132-49d1-82ca-822979563723\", \"fc560b73-c82a-4866-9183-8d8638a1f26d\", \"2ca5fde7-6aab-49c7-a901-a0b5cef129cd\"], \"total_duration\": 4894.0, \"total_sessions\": 8, \"mean_week_duration\": 22.553}}, {\"4375\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-02-26 13:10:16.000000+00:00\", \"2020-06-11 02:02:55.000000+00:00\", \"2021-10-13 11:05:52.000000+00:00\"], \"session_ids\": [\"989f3315-8caa-4e31-a022-6db3621c26a6\", \"a57a8793-a89f-420b-b177-f0aebb6342fb\", \"6e778ef0-cafe-4a39-8ad3-2cafc103ffac\"], \"total_duration\": 165.0, \"total_sessions\": 3, \"mean_week_duration\": 1.833}}, {\"40061\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-05-23 14:43:18.000000+00:00\", \"2022-08-15 09:33:28.000000+00:00\"], \"session_ids\": [\"65d4ce98-5d44-4f7b-9e08-63fc406a5bd0\", \"77c476e4-e12e-489d-a070-4b5e7dce43a2\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 3.854}}, {\"86465\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-06-12 07:27:54.000000+00:00\", \"2020-11-22 09:36:10.000000+00:00\", \"2021-03-06 09:53:55.000000+00:00\"], \"session_ids\": [\"218c94e2-6a08-4c6d-917c-b695f4cf6e97\", \"0b63ff81-9103-4532-bfa3-5a8870b91787\", \"fc92f0d2-1f96-4e43-988b-24bed22eaa78\"], \"total_duration\": 136.0, \"total_sessions\": 3, \"mean_week_duration\": 1.679}}, {\"76248\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-06-14 14:23:49.000000+00:00\", \"2022-10-26 00:30:18.000000+00:00\"], \"session_ids\": [\"4e793f9e-523c-429b-ae6d-1ad9d972c4f9\", \"e3ee09d4-01e7-4b88-b197-1c208e773fd7\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 2.182}}, {\"85691\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-06-03 05:39:42.000000+00:00\", \"2020-05-16 11:36:53.000000+00:00\"], \"session_ids\": [\"df4c7b79-6e78-4d67-b1ba-adb21ec32e06\", \"62014116-88af-4039-854f-ad04c7b9aefa\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.52}}, {\"66418\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-01-28 15:27:24.000000+00:00\", \"2022-11-22 11:17:50.000000+00:00\"], \"session_ids\": [\"e47c009b-9a33-4e61-be83-7d248bf5d11c\", \"c967a8e4-6ec4-41de-8b22-98b32b94c64f\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.395}}, {\"83474\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-02-27 09:28:20.000000+00:00\", \"2021-08-15 08:54:33.000000+00:00\"], \"session_ids\": [\"e43716c9-9037-4212-a07c-04dd3a68df09\", \"fdf3007a-556c-494f-ae1b-7022e27fc54f\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.116}}]\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[{\"25870\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-06-06 07:46:30.000000+00:00\", \"2019-03-13 20:54:27.000000+00:00\", \"2022-06-14 14:53:32.000000+00:00\", \"2022-09-19 09:14:55.000000+00:00\", \"2022-12-29 06:42:26.000000+00:00\", \"2023-05-06 15:09:02.000000+00:00\", \"2022-07-30 06:29:24.000000+00:00\", \"2020-06-12 01:34:27.000000+00:00\"], \"session_ids\": [\"5e46d5a5-9fb7-4ed2-bcbe-5425d6c7ee48\", \"d97073ab-43fd-4159-876a-81c82775a88f\", \"d946d6c2-138b-4bd2-9beb-02ce9c0ce7e0\", \"e2c36908-8a6f-4bce-9069-9fd809de4b83\", \"42d422e1-c01f-460c-9eaf-afd67d5a0658\", \"2abaebec-2132-49d1-82ca-822979563723\", \"fc560b73-c82a-4866-9183-8d8638a1f26d\", \"2ca5fde7-6aab-49c7-a901-a0b5cef129cd\"], \"total_duration\": 4894.0, \"total_sessions\": 8, \"mean_week_duration\": 22.553}}, {\"4375\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-02-26 13:10:16.000000+00:00\", \"2020-06-11 02:02:55.000000+00:00\", \"2021-10-13 11:05:52.000000+00:00\"], \"session_ids\": [\"989f3315-8caa-4e31-a022-6db3621c26a6\", \"a57a8793-a89f-420b-b177-f0aebb6342fb\", \"6e778ef0-cafe-4a39-8ad3-2cafc103ffac\"], \"total_duration\": 165.0, \"total_sessions\": 3, \"mean_week_duration\": 1.833}}, {\"40061\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-05-23 14:43:18.000000+00:00\", \"2022-08-15 09:33:28.000000+00:00\"], \"session_ids\": [\"65d4ce98-5d44-4f7b-9e08-63fc406a5bd0\", \"77c476e4-e12e-489d-a070-4b5e7dce43a2\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 3.854}}, {\"86465\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-06-12 07:27:54.000000+00:00\", \"2020-11-22 09:36:10.000000+00:00\", \"2021-03-06 09:53:55.000000+00:00\"], \"session_ids\": [\"218c94e2-6a08-4c6d-917c-b695f4cf6e97\", \"0b63ff81-9103-4532-bfa3-5a8870b91787\", \"fc92f0d2-1f96-4e43-988b-24bed22eaa78\"], \"total_duration\": 136.0, \"total_sessions\": 3, \"mean_week_duration\": 1.679}}]\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[{\"25870\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-06-06 07:46:30.000000+00:00\", \"2019-03-13 20:54:27.000000+00:00\", \"2022-06-14 14:53:32.000000+00:00\", \"2022-09-19 09:14:55.000000+00:00\", \"2022-12-29 06:42:26.000000+00:00\", \"2023-05-06 15:09:02.000000+00:00\", \"2022-07-30 06:29:24.000000+00:00\", \"2020-06-12 01:34:27.000000+00:00\"], \"session_ids\": [\"5e46d5a5-9fb7-4ed2-bcbe-5425d6c7ee48\", \"d97073ab-43fd-4159-876a-81c82775a88f\", \"d946d6c2-138b-4bd2-9beb-02ce9c0ce7e0\", \"e2c36908-8a6f-4bce-9069-9fd809de4b83\", \"42d422e1-c01f-460c-9eaf-afd67d5a0658\", \"2abaebec-2132-49d1-82ca-822979563723\", \"fc560b73-c82a-4866-9183-8d8638a1f26d\", \"2ca5fde7-6aab-49c7-a901-a0b5cef129cd\"], \"total_duration\": 4894.0, \"total_sessions\": 8, \"mean_week_duration\": 22.553}}, {\"4375\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-02-26 13:10:16.000000+00:00\", \"2020-06-11 02:02:55.000000+00:00\", \"2021-10-13 11:05:52.000000+00:00\"], \"session_ids\": [\"989f3315-8caa-4e31-a022-6db3621c26a6\", \"a57a8793-a89f-420b-b177-f0aebb6342fb\", \"6e778ef0-cafe-4a39-8ad3-2cafc103ffac\"], \"total_duration\": 165.0, \"total_sessions\": 3, \"mean_week_duration\": 1.833}}, {\"40061\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-05-23 14:43:18.000000+00:00\", \"2022-08-15 09:33:28.000000+00:00\"], \"session_ids\": [\"65d4ce98-5d44-4f7b-9e08-63fc406a5bd0\", \"77c476e4-e12e-489d-a070-4b5e7dce43a2\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 3.854}}, {\"86465\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-06-12 07:27:54.000000+00:00\", \"2020-11-22 09:36:10.000000+00:00\", \"2021-03-06 09:53:55.000000+00:00\"], \"session_ids\": [\"218c94e2-6a08-4c6d-917c-b695f4cf6e97\", \"0b63ff81-9103-4532-bfa3-5a8870b91787\", \"fc92f0d2-1f96-4e43-988b-24bed22eaa78\"], \"total_duration\": 136.0, \"total_sessions\": 3, \"mean_week_duration\": 1.679}}]\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 8 users whose total duration is strictly smaller than 1980 and bigger than 3788 , perform sorting by duration summation of sessions per week from the largest to the smallest."
}
] |
[
{
"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{\"25520\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-11-07 08:09:39.000000+00:00\", \"2020-04-11 04:08:03.000000+00:00\"], \"session_ids\": [\"821b27b0-9ccf-4c50-96c3-bd0c9a28be6e\", \"6bd46209-ceeb-44f1-9938-cb0370798ee8\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 3.333}, \"70955\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-03-08 16:25:22.000000+00:00\", \"2021-02-15 21:58:16.000000+00:00\", \"2020-12-20 20:15:45.000000+00:00\", \"2020-12-14 12:23:02.000000+00:00\", \"2021-02-26 17:04:28.000000+00:00\", \"2020-11-20 11:52:51.000000+00:00\", \"2019-05-20 06:29:57.000000+00:00\"], \"session_ids\": [\"9cd207ef-1979-4ae4-813d-63267bc0ab09\", \"0c983432-7711-40a8-b157-a1043e9ea1c0\", \"5264acfb-8adf-47c1-b3bb-01bec639abe0\", \"84ff8eff-8775-453c-8855-a3aeb4407ca4\", \"b8448b13-2f49-44c1-adf5-5426924ecaca\", \"bfaeb051-ff8e-49a1-90ce-8011ce8d55d0\", \"1a8edec3-27ea-4aec-afd9-d06fa2c3d290\"], \"total_duration\": 180.0, \"total_sessions\": 7, \"mean_week_duration\": 1.224}, \"29848\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-05-03 21:33:54.000000+00:00\", \"2019-04-09 07:37:28.000000+00:00\", \"2022-01-15 16:01:38.000000+00:00\", \"2022-11-24 23:32:44.000000+00:00\", \"2019-10-28 08:49:54.000000+00:00\"], \"session_ids\": [\"48291190-b4f1-43db-8217-d5f294fd453f\", \"a2903216-5e0a-4e22-8207-bf47a12a514c\", \"7f0f96f6-2ec3-4c3e-bfd6-bed85f2458a0\", \"45983d6c-4643-44d8-a4af-8dfff0f123f4\", \"3c837afe-b894-4813-810e-517c628bcf22\"], \"total_duration\": 114.0, \"total_sessions\": 5, \"mean_week_duration\": 0.535}, \"33301\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 10, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-03-14 18:15:24.000000+00:00\", \"2020-12-21 10:53:20.000000+00:00\", \"2019-07-18 04:34:09.000000+00:00\", \"2021-07-28 17:51:04.000000+00:00\", \"2022-05-21 21:54:04.000000+00:00\"], \"session_ids\": [\"ee00841e-4638-44ff-b31b-77cdbeda51ac\", \"63554542-ff10-43ab-867b-e13baa721da5\", \"77675469-cab5-4d92-810e-6e8105ba5a57\", \"482f0e0a-4040-4815-b31a-463c16492b3a\", \"5746a14c-b9ff-4479-a0f5-b2215feb24e8\"], \"total_duration\": 71.0, \"total_sessions\": 5, \"mean_week_duration\": 0.425}, \"69250\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-04-22 03:38:32.000000+00:00\", \"2020-05-08 16:25:11.000000+00:00\", \"2023-01-18 09:47:31.000000+00:00\", \"2020-05-03 00:47:27.000000+00:00\", \"2022-06-22 01:04:39.000000+00:00\", \"2020-06-13 18:03:45.000000+00:00\"], \"session_ids\": [\"269c02a1-47ac-4f33-9175-8c385134795a\", \"99331afa-e1a4-4ece-a570-117c1c1a9fe0\", \"3140c091-9e6c-4c03-9819-72eca89ea844\", \"b3a424dc-6f47-4937-b9f3-74aa02241c31\", \"dbf1c885-94a4-4adb-b768-b854bea73732\", \"e5708093-fa66-4b6b-ae13-4959b3fec787\"], \"total_duration\": 1311.0, \"total_sessions\": 6, \"mean_week_duration\": 9.232}, \"81827\": {\"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\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-07-02 09:12:15.000000+00:00\", \"2022-10-23 11:44:05.000000+00:00\"], \"session_ids\": [\"4d2b8660-a10f-4e19-b288-554d99795cf5\", \"038e94e1-3a91-4c2b-8796-9837cbdacd5a\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 1.118}, \"61446\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-01-21 05:15:25.000000+00:00\", \"2019-03-07 22:37:23.000000+00:00\", \"2021-08-09 21:00:31.000000+00:00\", \"2019-04-06 08:35:09.000000+00:00\", \"2019-07-29 03:35:59.000000+00:00\"], \"session_ids\": [\"970492e9-39d4-4944-abcb-4af132b12ba3\", \"184f3e2f-a598-4a83-a690-3c63501a7c5f\", \"d000d993-6934-4266-8fa0-a9adf2923370\", \"6e0b6e44-ffa5-4206-a4b8-6820b896bc04\", \"a3b51110-4c02-4041-9e85-1be9f992c495\"], \"total_duration\": 1292.0, \"total_sessions\": 5, \"mean_week_duration\": 10.173}, \"41459\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-25 13:32:14.000000+00:00\", \"2021-05-03 23:20:52.000000+00:00\", \"2021-03-03 13:18:44.000000+00:00\", \"2022-09-18 12:59:15.000000+00:00\", \"2022-04-14 07:02:53.000000+00:00\", \"2019-03-21 09:20:12.000000+00:00\", \"2022-12-12 09:57:02.000000+00:00\"], \"session_ids\": [\"ae45dec4-74f7-445d-b813-05834fcd12f8\", \"161d6917-6112-4350-a0cd-f9bb29872edf\", \"5cd044da-b322-4e83-91d2-236ec72a4628\", \"f083c84f-6830-4d9d-a9da-4bfe2c44dfcd\", \"e6ca494d-6385-4192-8096-94ded02d8707\", \"8f792866-6cec-4345-831a-4ba0da9c7fce\", \"e1bdd0b7-414a-4a31-81ef-af17aa23683b\"], \"total_duration\": 172.0, \"total_sessions\": 7, \"mean_week_duration\": 0.882}, \"91455\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2023-04-05 11:58:28.000000+00:00\", \"2021-09-13 17:48:02.000000+00:00\", \"2023-01-08 14:44:34.000000+00:00\", \"2023-06-28 16:09:29.000000+00:00\", \"2020-09-18 22:12:28.000000+00:00\", \"2023-06-26 07:22:46.000000+00:00\", \"2020-08-21 19:22:20.000000+00:00\", \"2021-03-23 01:55:09.000000+00:00\", \"2021-05-19 21:12:54.000000+00:00\", \"2020-01-07 04:02:26.000000+00:00\"], \"session_ids\": [\"624922bd-9558-4cae-a536-31b0ac0c224b\", \"e251a410-a2fe-45c6-927c-1722adc1f46f\", \"441acd1b-8b9e-48f5-b4a1-2fe886ac7db4\", \"21b744e9-ffd5-4f5d-9aa5-5045b1679a09\", \"bee1a6bd-8ad2-42c9-8dd9-2d41d33bf0f5\", \"a178c03a-df61-4d5c-b253-474d36c4af15\", \"8e2e318f-5712-4511-9599-942386721113\", \"7d5e064f-4723-4ca9-9f2c-3a95cc6ce0f6\", \"21f3db28-af4f-4bd3-8289-96010c3a47e4\", \"acd83f6c-92ef-45c9-81a5-ebd3e203474e\"], \"total_duration\": 604.0, \"total_sessions\": 10, \"mean_week_duration\": 3.319}, \"78861\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-09-01 10:03:14.000000+00:00\", \"2019-07-13 22:31:59.000000+00:00\", \"2021-09-19 21:14:38.000000+00:00\", \"2019-05-26 01:53:47.000000+00:00\", \"2021-07-23 15:07:53.000000+00:00\"], \"session_ids\": [\"d9ad2ad0-e50d-4af3-8b41-66442c4a821f\", \"1549e2d9-6636-4216-928d-12a7b16ab4fb\", \"9f64efef-66e0-4d11-bd3c-19817b7b3a4b\", \"ff0d2e7b-12e4-4e3f-a0f4-d17b13b4e2bb\", \"4c402266-39d3-4f57-a81f-1d79984fee6a\"], \"total_duration\": 118.0, \"total_sessions\": 5, \"mean_week_duration\": 0.69}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are less than 1980 and are equal or greater than 3788"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_duration\": [[1980, 3788]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"25520\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-11-07 08:09:39.000000+00:00\", \"2020-04-11 04:08:03.000000+00:00\"], \"session_ids\": [\"821b27b0-9ccf-4c50-96c3-bd0c9a28be6e\", \"6bd46209-ceeb-44f1-9938-cb0370798ee8\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 3.333}, \"70955\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-03-08 16:25:22.000000+00:00\", \"2021-02-15 21:58:16.000000+00:00\", \"2020-12-20 20:15:45.000000+00:00\", \"2020-12-14 12:23:02.000000+00:00\", \"2021-02-26 17:04:28.000000+00:00\", \"2020-11-20 11:52:51.000000+00:00\", \"2019-05-20 06:29:57.000000+00:00\"], \"session_ids\": [\"9cd207ef-1979-4ae4-813d-63267bc0ab09\", \"0c983432-7711-40a8-b157-a1043e9ea1c0\", \"5264acfb-8adf-47c1-b3bb-01bec639abe0\", \"84ff8eff-8775-453c-8855-a3aeb4407ca4\", \"b8448b13-2f49-44c1-adf5-5426924ecaca\", \"bfaeb051-ff8e-49a1-90ce-8011ce8d55d0\", \"1a8edec3-27ea-4aec-afd9-d06fa2c3d290\"], \"total_duration\": 180.0, \"total_sessions\": 7, \"mean_week_duration\": 1.224}, \"29848\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-05-03 21:33:54.000000+00:00\", \"2019-04-09 07:37:28.000000+00:00\", \"2022-01-15 16:01:38.000000+00:00\", \"2022-11-24 23:32:44.000000+00:00\", \"2019-10-28 08:49:54.000000+00:00\"], \"session_ids\": [\"48291190-b4f1-43db-8217-d5f294fd453f\", \"a2903216-5e0a-4e22-8207-bf47a12a514c\", \"7f0f96f6-2ec3-4c3e-bfd6-bed85f2458a0\", \"45983d6c-4643-44d8-a4af-8dfff0f123f4\", \"3c837afe-b894-4813-810e-517c628bcf22\"], \"total_duration\": 114.0, \"total_sessions\": 5, \"mean_week_duration\": 0.535}, \"33301\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 10, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-03-14 18:15:24.000000+00:00\", \"2020-12-21 10:53:20.000000+00:00\", \"2019-07-18 04:34:09.000000+00:00\", \"2021-07-28 17:51:04.000000+00:00\", \"2022-05-21 21:54:04.000000+00:00\"], \"session_ids\": [\"ee00841e-4638-44ff-b31b-77cdbeda51ac\", \"63554542-ff10-43ab-867b-e13baa721da5\", \"77675469-cab5-4d92-810e-6e8105ba5a57\", \"482f0e0a-4040-4815-b31a-463c16492b3a\", \"5746a14c-b9ff-4479-a0f5-b2215feb24e8\"], \"total_duration\": 71.0, \"total_sessions\": 5, \"mean_week_duration\": 0.425}, \"69250\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-04-22 03:38:32.000000+00:00\", \"2020-05-08 16:25:11.000000+00:00\", \"2023-01-18 09:47:31.000000+00:00\", \"2020-05-03 00:47:27.000000+00:00\", \"2022-06-22 01:04:39.000000+00:00\", \"2020-06-13 18:03:45.000000+00:00\"], \"session_ids\": [\"269c02a1-47ac-4f33-9175-8c385134795a\", \"99331afa-e1a4-4ece-a570-117c1c1a9fe0\", \"3140c091-9e6c-4c03-9819-72eca89ea844\", \"b3a424dc-6f47-4937-b9f3-74aa02241c31\", \"dbf1c885-94a4-4adb-b768-b854bea73732\", \"e5708093-fa66-4b6b-ae13-4959b3fec787\"], \"total_duration\": 1311.0, \"total_sessions\": 6, \"mean_week_duration\": 9.232}, \"81827\": {\"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\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-07-02 09:12:15.000000+00:00\", \"2022-10-23 11:44:05.000000+00:00\"], \"session_ids\": [\"4d2b8660-a10f-4e19-b288-554d99795cf5\", \"038e94e1-3a91-4c2b-8796-9837cbdacd5a\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 1.118}, \"61446\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-01-21 05:15:25.000000+00:00\", \"2019-03-07 22:37:23.000000+00:00\", \"2021-08-09 21:00:31.000000+00:00\", \"2019-04-06 08:35:09.000000+00:00\", \"2019-07-29 03:35:59.000000+00:00\"], \"session_ids\": [\"970492e9-39d4-4944-abcb-4af132b12ba3\", \"184f3e2f-a598-4a83-a690-3c63501a7c5f\", \"d000d993-6934-4266-8fa0-a9adf2923370\", \"6e0b6e44-ffa5-4206-a4b8-6820b896bc04\", \"a3b51110-4c02-4041-9e85-1be9f992c495\"], \"total_duration\": 1292.0, \"total_sessions\": 5, \"mean_week_duration\": 10.173}, \"41459\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-25 13:32:14.000000+00:00\", \"2021-05-03 23:20:52.000000+00:00\", \"2021-03-03 13:18:44.000000+00:00\", \"2022-09-18 12:59:15.000000+00:00\", \"2022-04-14 07:02:53.000000+00:00\", \"2019-03-21 09:20:12.000000+00:00\", \"2022-12-12 09:57:02.000000+00:00\"], \"session_ids\": [\"ae45dec4-74f7-445d-b813-05834fcd12f8\", \"161d6917-6112-4350-a0cd-f9bb29872edf\", \"5cd044da-b322-4e83-91d2-236ec72a4628\", \"f083c84f-6830-4d9d-a9da-4bfe2c44dfcd\", \"e6ca494d-6385-4192-8096-94ded02d8707\", \"8f792866-6cec-4345-831a-4ba0da9c7fce\", \"e1bdd0b7-414a-4a31-81ef-af17aa23683b\"], \"total_duration\": 172.0, \"total_sessions\": 7, \"mean_week_duration\": 0.882}, \"91455\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2023-04-05 11:58:28.000000+00:00\", \"2021-09-13 17:48:02.000000+00:00\", \"2023-01-08 14:44:34.000000+00:00\", \"2023-06-28 16:09:29.000000+00:00\", \"2020-09-18 22:12:28.000000+00:00\", \"2023-06-26 07:22:46.000000+00:00\", \"2020-08-21 19:22:20.000000+00:00\", \"2021-03-23 01:55:09.000000+00:00\", \"2021-05-19 21:12:54.000000+00:00\", \"2020-01-07 04:02:26.000000+00:00\"], \"session_ids\": [\"624922bd-9558-4cae-a536-31b0ac0c224b\", \"e251a410-a2fe-45c6-927c-1722adc1f46f\", \"441acd1b-8b9e-48f5-b4a1-2fe886ac7db4\", \"21b744e9-ffd5-4f5d-9aa5-5045b1679a09\", \"bee1a6bd-8ad2-42c9-8dd9-2d41d33bf0f5\", \"a178c03a-df61-4d5c-b253-474d36c4af15\", \"8e2e318f-5712-4511-9599-942386721113\", \"7d5e064f-4723-4ca9-9f2c-3a95cc6ce0f6\", \"21f3db28-af4f-4bd3-8289-96010c3a47e4\", \"acd83f6c-92ef-45c9-81a5-ebd3e203474e\"], \"total_duration\": 604.0, \"total_sessions\": 10, \"mean_week_duration\": 3.319}, \"78861\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-09-01 10:03:14.000000+00:00\", \"2019-07-13 22:31:59.000000+00:00\", \"2021-09-19 21:14:38.000000+00:00\", \"2019-05-26 01:53:47.000000+00:00\", \"2021-07-23 15:07:53.000000+00:00\"], \"session_ids\": [\"d9ad2ad0-e50d-4af3-8b41-66442c4a821f\", \"1549e2d9-6636-4216-928d-12a7b16ab4fb\", \"9f64efef-66e0-4d11-bd3c-19817b7b3a4b\", \"ff0d2e7b-12e4-4e3f-a0f4-d17b13b4e2bb\", \"4c402266-39d3-4f57-a81f-1d79984fee6a\"], \"total_duration\": 118.0, \"total_sessions\": 5, \"mean_week_duration\": 0.69}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"61446\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-01-21 05:15:25.000000+00:00\", \"2019-03-07 22:37:23.000000+00:00\", \"2021-08-09 21:00:31.000000+00:00\", \"2019-04-06 08:35:09.000000+00:00\", \"2019-07-29 03:35:59.000000+00:00\"], \"session_ids\": [\"970492e9-39d4-4944-abcb-4af132b12ba3\", \"184f3e2f-a598-4a83-a690-3c63501a7c5f\", \"d000d993-6934-4266-8fa0-a9adf2923370\", \"6e0b6e44-ffa5-4206-a4b8-6820b896bc04\", \"a3b51110-4c02-4041-9e85-1be9f992c495\"], \"total_duration\": 1292.0, \"total_sessions\": 5, \"mean_week_duration\": 10.173}}, {\"69250\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-04-22 03:38:32.000000+00:00\", \"2020-05-08 16:25:11.000000+00:00\", \"2023-01-18 09:47:31.000000+00:00\", \"2020-05-03 00:47:27.000000+00:00\", \"2022-06-22 01:04:39.000000+00:00\", \"2020-06-13 18:03:45.000000+00:00\"], \"session_ids\": [\"269c02a1-47ac-4f33-9175-8c385134795a\", \"99331afa-e1a4-4ece-a570-117c1c1a9fe0\", \"3140c091-9e6c-4c03-9819-72eca89ea844\", \"b3a424dc-6f47-4937-b9f3-74aa02241c31\", \"dbf1c885-94a4-4adb-b768-b854bea73732\", \"e5708093-fa66-4b6b-ae13-4959b3fec787\"], \"total_duration\": 1311.0, \"total_sessions\": 6, \"mean_week_duration\": 9.232}}, {\"25520\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-11-07 08:09:39.000000+00:00\", \"2020-04-11 04:08:03.000000+00:00\"], \"session_ids\": [\"821b27b0-9ccf-4c50-96c3-bd0c9a28be6e\", \"6bd46209-ceeb-44f1-9938-cb0370798ee8\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 3.333}}, {\"91455\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2023-04-05 11:58:28.000000+00:00\", \"2021-09-13 17:48:02.000000+00:00\", \"2023-01-08 14:44:34.000000+00:00\", \"2023-06-28 16:09:29.000000+00:00\", \"2020-09-18 22:12:28.000000+00:00\", \"2023-06-26 07:22:46.000000+00:00\", \"2020-08-21 19:22:20.000000+00:00\", \"2021-03-23 01:55:09.000000+00:00\", \"2021-05-19 21:12:54.000000+00:00\", \"2020-01-07 04:02:26.000000+00:00\"], \"session_ids\": [\"624922bd-9558-4cae-a536-31b0ac0c224b\", \"e251a410-a2fe-45c6-927c-1722adc1f46f\", \"441acd1b-8b9e-48f5-b4a1-2fe886ac7db4\", \"21b744e9-ffd5-4f5d-9aa5-5045b1679a09\", \"bee1a6bd-8ad2-42c9-8dd9-2d41d33bf0f5\", \"a178c03a-df61-4d5c-b253-474d36c4af15\", \"8e2e318f-5712-4511-9599-942386721113\", \"7d5e064f-4723-4ca9-9f2c-3a95cc6ce0f6\", \"21f3db28-af4f-4bd3-8289-96010c3a47e4\", \"acd83f6c-92ef-45c9-81a5-ebd3e203474e\"], \"total_duration\": 604.0, \"total_sessions\": 10, \"mean_week_duration\": 3.319}}, {\"70955\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-03-08 16:25:22.000000+00:00\", \"2021-02-15 21:58:16.000000+00:00\", \"2020-12-20 20:15:45.000000+00:00\", \"2020-12-14 12:23:02.000000+00:00\", \"2021-02-26 17:04:28.000000+00:00\", \"2020-11-20 11:52:51.000000+00:00\", \"2019-05-20 06:29:57.000000+00:00\"], \"session_ids\": [\"9cd207ef-1979-4ae4-813d-63267bc0ab09\", \"0c983432-7711-40a8-b157-a1043e9ea1c0\", \"5264acfb-8adf-47c1-b3bb-01bec639abe0\", \"84ff8eff-8775-453c-8855-a3aeb4407ca4\", \"b8448b13-2f49-44c1-adf5-5426924ecaca\", \"bfaeb051-ff8e-49a1-90ce-8011ce8d55d0\", \"1a8edec3-27ea-4aec-afd9-d06fa2c3d290\"], \"total_duration\": 180.0, \"total_sessions\": 7, \"mean_week_duration\": 1.224}}, {\"81827\": {\"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\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-07-02 09:12:15.000000+00:00\", \"2022-10-23 11:44:05.000000+00:00\"], \"session_ids\": [\"4d2b8660-a10f-4e19-b288-554d99795cf5\", \"038e94e1-3a91-4c2b-8796-9837cbdacd5a\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 1.118}}, {\"41459\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-25 13:32:14.000000+00:00\", \"2021-05-03 23:20:52.000000+00:00\", \"2021-03-03 13:18:44.000000+00:00\", \"2022-09-18 12:59:15.000000+00:00\", \"2022-04-14 07:02:53.000000+00:00\", \"2019-03-21 09:20:12.000000+00:00\", \"2022-12-12 09:57:02.000000+00:00\"], \"session_ids\": [\"ae45dec4-74f7-445d-b813-05834fcd12f8\", \"161d6917-6112-4350-a0cd-f9bb29872edf\", \"5cd044da-b322-4e83-91d2-236ec72a4628\", \"f083c84f-6830-4d9d-a9da-4bfe2c44dfcd\", \"e6ca494d-6385-4192-8096-94ded02d8707\", \"8f792866-6cec-4345-831a-4ba0da9c7fce\", \"e1bdd0b7-414a-4a31-81ef-af17aa23683b\"], \"total_duration\": 172.0, \"total_sessions\": 7, \"mean_week_duration\": 0.882}}, {\"78861\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-09-01 10:03:14.000000+00:00\", \"2019-07-13 22:31:59.000000+00:00\", \"2021-09-19 21:14:38.000000+00:00\", \"2019-05-26 01:53:47.000000+00:00\", \"2021-07-23 15:07:53.000000+00:00\"], \"session_ids\": [\"d9ad2ad0-e50d-4af3-8b41-66442c4a821f\", \"1549e2d9-6636-4216-928d-12a7b16ab4fb\", \"9f64efef-66e0-4d11-bd3c-19817b7b3a4b\", \"ff0d2e7b-12e4-4e3f-a0f4-d17b13b4e2bb\", \"4c402266-39d3-4f57-a81f-1d79984fee6a\"], \"total_duration\": 118.0, \"total_sessions\": 5, \"mean_week_duration\": 0.69}}, {\"29848\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-05-03 21:33:54.000000+00:00\", \"2019-04-09 07:37:28.000000+00:00\", \"2022-01-15 16:01:38.000000+00:00\", \"2022-11-24 23:32:44.000000+00:00\", \"2019-10-28 08:49:54.000000+00:00\"], \"session_ids\": [\"48291190-b4f1-43db-8217-d5f294fd453f\", \"a2903216-5e0a-4e22-8207-bf47a12a514c\", \"7f0f96f6-2ec3-4c3e-bfd6-bed85f2458a0\", \"45983d6c-4643-44d8-a4af-8dfff0f123f4\", \"3c837afe-b894-4813-810e-517c628bcf22\"], \"total_duration\": 114.0, \"total_sessions\": 5, \"mean_week_duration\": 0.535}}, {\"33301\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 10, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-03-14 18:15:24.000000+00:00\", \"2020-12-21 10:53:20.000000+00:00\", \"2019-07-18 04:34:09.000000+00:00\", \"2021-07-28 17:51:04.000000+00:00\", \"2022-05-21 21:54:04.000000+00:00\"], \"session_ids\": [\"ee00841e-4638-44ff-b31b-77cdbeda51ac\", \"63554542-ff10-43ab-867b-e13baa721da5\", \"77675469-cab5-4d92-810e-6e8105ba5a57\", \"482f0e0a-4040-4815-b31a-463c16492b3a\", \"5746a14c-b9ff-4479-a0f5-b2215feb24e8\"], \"total_duration\": 71.0, \"total_sessions\": 5, \"mean_week_duration\": 0.425}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 8 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"61446\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-01-21 05:15:25.000000+00:00\", \"2019-03-07 22:37:23.000000+00:00\", \"2021-08-09 21:00:31.000000+00:00\", \"2019-04-06 08:35:09.000000+00:00\", \"2019-07-29 03:35:59.000000+00:00\"], \"session_ids\": [\"970492e9-39d4-4944-abcb-4af132b12ba3\", \"184f3e2f-a598-4a83-a690-3c63501a7c5f\", \"d000d993-6934-4266-8fa0-a9adf2923370\", \"6e0b6e44-ffa5-4206-a4b8-6820b896bc04\", \"a3b51110-4c02-4041-9e85-1be9f992c495\"], \"total_duration\": 1292.0, \"total_sessions\": 5, \"mean_week_duration\": 10.173}}, {\"69250\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-04-22 03:38:32.000000+00:00\", \"2020-05-08 16:25:11.000000+00:00\", \"2023-01-18 09:47:31.000000+00:00\", \"2020-05-03 00:47:27.000000+00:00\", \"2022-06-22 01:04:39.000000+00:00\", \"2020-06-13 18:03:45.000000+00:00\"], \"session_ids\": [\"269c02a1-47ac-4f33-9175-8c385134795a\", \"99331afa-e1a4-4ece-a570-117c1c1a9fe0\", \"3140c091-9e6c-4c03-9819-72eca89ea844\", \"b3a424dc-6f47-4937-b9f3-74aa02241c31\", \"dbf1c885-94a4-4adb-b768-b854bea73732\", \"e5708093-fa66-4b6b-ae13-4959b3fec787\"], \"total_duration\": 1311.0, \"total_sessions\": 6, \"mean_week_duration\": 9.232}}, {\"25520\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-11-07 08:09:39.000000+00:00\", \"2020-04-11 04:08:03.000000+00:00\"], \"session_ids\": [\"821b27b0-9ccf-4c50-96c3-bd0c9a28be6e\", \"6bd46209-ceeb-44f1-9938-cb0370798ee8\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 3.333}}, {\"91455\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2023-04-05 11:58:28.000000+00:00\", \"2021-09-13 17:48:02.000000+00:00\", \"2023-01-08 14:44:34.000000+00:00\", \"2023-06-28 16:09:29.000000+00:00\", \"2020-09-18 22:12:28.000000+00:00\", \"2023-06-26 07:22:46.000000+00:00\", \"2020-08-21 19:22:20.000000+00:00\", \"2021-03-23 01:55:09.000000+00:00\", \"2021-05-19 21:12:54.000000+00:00\", \"2020-01-07 04:02:26.000000+00:00\"], \"session_ids\": [\"624922bd-9558-4cae-a536-31b0ac0c224b\", \"e251a410-a2fe-45c6-927c-1722adc1f46f\", \"441acd1b-8b9e-48f5-b4a1-2fe886ac7db4\", \"21b744e9-ffd5-4f5d-9aa5-5045b1679a09\", \"bee1a6bd-8ad2-42c9-8dd9-2d41d33bf0f5\", \"a178c03a-df61-4d5c-b253-474d36c4af15\", \"8e2e318f-5712-4511-9599-942386721113\", \"7d5e064f-4723-4ca9-9f2c-3a95cc6ce0f6\", \"21f3db28-af4f-4bd3-8289-96010c3a47e4\", \"acd83f6c-92ef-45c9-81a5-ebd3e203474e\"], \"total_duration\": 604.0, \"total_sessions\": 10, \"mean_week_duration\": 3.319}}, {\"70955\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-03-08 16:25:22.000000+00:00\", \"2021-02-15 21:58:16.000000+00:00\", \"2020-12-20 20:15:45.000000+00:00\", \"2020-12-14 12:23:02.000000+00:00\", \"2021-02-26 17:04:28.000000+00:00\", \"2020-11-20 11:52:51.000000+00:00\", \"2019-05-20 06:29:57.000000+00:00\"], \"session_ids\": [\"9cd207ef-1979-4ae4-813d-63267bc0ab09\", \"0c983432-7711-40a8-b157-a1043e9ea1c0\", \"5264acfb-8adf-47c1-b3bb-01bec639abe0\", \"84ff8eff-8775-453c-8855-a3aeb4407ca4\", \"b8448b13-2f49-44c1-adf5-5426924ecaca\", \"bfaeb051-ff8e-49a1-90ce-8011ce8d55d0\", \"1a8edec3-27ea-4aec-afd9-d06fa2c3d290\"], \"total_duration\": 180.0, \"total_sessions\": 7, \"mean_week_duration\": 1.224}}, {\"81827\": {\"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\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-07-02 09:12:15.000000+00:00\", \"2022-10-23 11:44:05.000000+00:00\"], \"session_ids\": [\"4d2b8660-a10f-4e19-b288-554d99795cf5\", \"038e94e1-3a91-4c2b-8796-9837cbdacd5a\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 1.118}}, {\"41459\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-25 13:32:14.000000+00:00\", \"2021-05-03 23:20:52.000000+00:00\", \"2021-03-03 13:18:44.000000+00:00\", \"2022-09-18 12:59:15.000000+00:00\", \"2022-04-14 07:02:53.000000+00:00\", \"2019-03-21 09:20:12.000000+00:00\", \"2022-12-12 09:57:02.000000+00:00\"], \"session_ids\": [\"ae45dec4-74f7-445d-b813-05834fcd12f8\", \"161d6917-6112-4350-a0cd-f9bb29872edf\", \"5cd044da-b322-4e83-91d2-236ec72a4628\", \"f083c84f-6830-4d9d-a9da-4bfe2c44dfcd\", \"e6ca494d-6385-4192-8096-94ded02d8707\", \"8f792866-6cec-4345-831a-4ba0da9c7fce\", \"e1bdd0b7-414a-4a31-81ef-af17aa23683b\"], \"total_duration\": 172.0, \"total_sessions\": 7, \"mean_week_duration\": 0.882}}, {\"78861\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-09-01 10:03:14.000000+00:00\", \"2019-07-13 22:31:59.000000+00:00\", \"2021-09-19 21:14:38.000000+00:00\", \"2019-05-26 01:53:47.000000+00:00\", \"2021-07-23 15:07:53.000000+00:00\"], \"session_ids\": [\"d9ad2ad0-e50d-4af3-8b41-66442c4a821f\", \"1549e2d9-6636-4216-928d-12a7b16ab4fb\", \"9f64efef-66e0-4d11-bd3c-19817b7b3a4b\", \"ff0d2e7b-12e4-4e3f-a0f4-d17b13b4e2bb\", \"4c402266-39d3-4f57-a81f-1d79984fee6a\"], \"total_duration\": 118.0, \"total_sessions\": 5, \"mean_week_duration\": 0.69}}]\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[{\"61446\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-01-21 05:15:25.000000+00:00\", \"2019-03-07 22:37:23.000000+00:00\", \"2021-08-09 21:00:31.000000+00:00\", \"2019-04-06 08:35:09.000000+00:00\", \"2019-07-29 03:35:59.000000+00:00\"], \"session_ids\": [\"970492e9-39d4-4944-abcb-4af132b12ba3\", \"184f3e2f-a598-4a83-a690-3c63501a7c5f\", \"d000d993-6934-4266-8fa0-a9adf2923370\", \"6e0b6e44-ffa5-4206-a4b8-6820b896bc04\", \"a3b51110-4c02-4041-9e85-1be9f992c495\"], \"total_duration\": 1292.0, \"total_sessions\": 5, \"mean_week_duration\": 10.173}}, {\"69250\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-04-22 03:38:32.000000+00:00\", \"2020-05-08 16:25:11.000000+00:00\", \"2023-01-18 09:47:31.000000+00:00\", \"2020-05-03 00:47:27.000000+00:00\", \"2022-06-22 01:04:39.000000+00:00\", \"2020-06-13 18:03:45.000000+00:00\"], \"session_ids\": [\"269c02a1-47ac-4f33-9175-8c385134795a\", \"99331afa-e1a4-4ece-a570-117c1c1a9fe0\", \"3140c091-9e6c-4c03-9819-72eca89ea844\", \"b3a424dc-6f47-4937-b9f3-74aa02241c31\", \"dbf1c885-94a4-4adb-b768-b854bea73732\", \"e5708093-fa66-4b6b-ae13-4959b3fec787\"], \"total_duration\": 1311.0, \"total_sessions\": 6, \"mean_week_duration\": 9.232}}, {\"25520\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-11-07 08:09:39.000000+00:00\", \"2020-04-11 04:08:03.000000+00:00\"], \"session_ids\": [\"821b27b0-9ccf-4c50-96c3-bd0c9a28be6e\", \"6bd46209-ceeb-44f1-9938-cb0370798ee8\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 3.333}}, {\"91455\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2023-04-05 11:58:28.000000+00:00\", \"2021-09-13 17:48:02.000000+00:00\", \"2023-01-08 14:44:34.000000+00:00\", \"2023-06-28 16:09:29.000000+00:00\", \"2020-09-18 22:12:28.000000+00:00\", \"2023-06-26 07:22:46.000000+00:00\", \"2020-08-21 19:22:20.000000+00:00\", \"2021-03-23 01:55:09.000000+00:00\", \"2021-05-19 21:12:54.000000+00:00\", \"2020-01-07 04:02:26.000000+00:00\"], \"session_ids\": [\"624922bd-9558-4cae-a536-31b0ac0c224b\", \"e251a410-a2fe-45c6-927c-1722adc1f46f\", \"441acd1b-8b9e-48f5-b4a1-2fe886ac7db4\", \"21b744e9-ffd5-4f5d-9aa5-5045b1679a09\", \"bee1a6bd-8ad2-42c9-8dd9-2d41d33bf0f5\", \"a178c03a-df61-4d5c-b253-474d36c4af15\", \"8e2e318f-5712-4511-9599-942386721113\", \"7d5e064f-4723-4ca9-9f2c-3a95cc6ce0f6\", \"21f3db28-af4f-4bd3-8289-96010c3a47e4\", \"acd83f6c-92ef-45c9-81a5-ebd3e203474e\"], \"total_duration\": 604.0, \"total_sessions\": 10, \"mean_week_duration\": 3.319}}, {\"70955\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-03-08 16:25:22.000000+00:00\", \"2021-02-15 21:58:16.000000+00:00\", \"2020-12-20 20:15:45.000000+00:00\", \"2020-12-14 12:23:02.000000+00:00\", \"2021-02-26 17:04:28.000000+00:00\", \"2020-11-20 11:52:51.000000+00:00\", \"2019-05-20 06:29:57.000000+00:00\"], \"session_ids\": [\"9cd207ef-1979-4ae4-813d-63267bc0ab09\", \"0c983432-7711-40a8-b157-a1043e9ea1c0\", \"5264acfb-8adf-47c1-b3bb-01bec639abe0\", \"84ff8eff-8775-453c-8855-a3aeb4407ca4\", \"b8448b13-2f49-44c1-adf5-5426924ecaca\", \"bfaeb051-ff8e-49a1-90ce-8011ce8d55d0\", \"1a8edec3-27ea-4aec-afd9-d06fa2c3d290\"], \"total_duration\": 180.0, \"total_sessions\": 7, \"mean_week_duration\": 1.224}}, {\"81827\": {\"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\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-07-02 09:12:15.000000+00:00\", \"2022-10-23 11:44:05.000000+00:00\"], \"session_ids\": [\"4d2b8660-a10f-4e19-b288-554d99795cf5\", \"038e94e1-3a91-4c2b-8796-9837cbdacd5a\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 1.118}}, {\"41459\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-25 13:32:14.000000+00:00\", \"2021-05-03 23:20:52.000000+00:00\", \"2021-03-03 13:18:44.000000+00:00\", \"2022-09-18 12:59:15.000000+00:00\", \"2022-04-14 07:02:53.000000+00:00\", \"2019-03-21 09:20:12.000000+00:00\", \"2022-12-12 09:57:02.000000+00:00\"], \"session_ids\": [\"ae45dec4-74f7-445d-b813-05834fcd12f8\", \"161d6917-6112-4350-a0cd-f9bb29872edf\", \"5cd044da-b322-4e83-91d2-236ec72a4628\", \"f083c84f-6830-4d9d-a9da-4bfe2c44dfcd\", \"e6ca494d-6385-4192-8096-94ded02d8707\", \"8f792866-6cec-4345-831a-4ba0da9c7fce\", \"e1bdd0b7-414a-4a31-81ef-af17aa23683b\"], \"total_duration\": 172.0, \"total_sessions\": 7, \"mean_week_duration\": 0.882}}, {\"78861\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-09-01 10:03:14.000000+00:00\", \"2019-07-13 22:31:59.000000+00:00\", \"2021-09-19 21:14:38.000000+00:00\", \"2019-05-26 01:53:47.000000+00:00\", \"2021-07-23 15:07:53.000000+00:00\"], \"session_ids\": [\"d9ad2ad0-e50d-4af3-8b41-66442c4a821f\", \"1549e2d9-6636-4216-928d-12a7b16ab4fb\", \"9f64efef-66e0-4d11-bd3c-19817b7b3a4b\", \"ff0d2e7b-12e4-4e3f-a0f4-d17b13b4e2bb\", \"4c402266-39d3-4f57-a81f-1d79984fee6a\"], \"total_duration\": 118.0, \"total_sessions\": 5, \"mean_week_duration\": 0.69}}]\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 currently live in cities Moscow, Toronto, Bogota, Madrid in addition perform sorting by sum of duration of sessions per week in descending order as well as show me only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"99285\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-08-06 00:18:52.000000+00:00\", \"2023-04-05 11:53:08.000000+00:00\"], \"session_ids\": [\"0a152805-41fe-42c5-ad57-ff57d6ca38f1\", \"081333fb-7159-40f0-bc2c-c83dbaae1dee\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.203}, \"19854\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-05-18 11:06:39.000000+00:00\", \"2021-12-07 08:16:18.000000+00:00\", \"2019-01-15 11:00:06.000000+00:00\", \"2022-12-05 23:02:03.000000+00:00\", \"2021-06-15 10:41:19.000000+00:00\", \"2023-01-10 02:40:57.000000+00:00\", \"2019-03-05 21:40:29.000000+00:00\", \"2019-06-28 02:58:10.000000+00:00\", \"2020-07-30 13:27:15.000000+00:00\", \"2021-01-01 14:34:24.000000+00:00\", \"2022-04-11 06:08:39.000000+00:00\"], \"session_ids\": [\"050fe978-947a-4b99-8603-c35985fe415f\", \"32c1a3a4-fd1a-481e-be85-bc9412e81282\", \"b2d660de-65d2-47f5-b23b-c1d90b9c488c\", \"56cbfac5-6c29-4f17-8717-6e502fafc891\", \"1e450033-a1e8-44de-8b42-57148f352c53\", \"5952e456-9b1e-42cb-bf42-2f8121cecfd5\", \"e962ddb6-67c9-453d-afee-384c8ee4e847\", \"acbdf9a2-403f-46da-a3ca-7b4607255cbb\", \"9ad4d01b-9450-4977-ac1a-32c0cbd53aee\", \"0cfbfbd9-d5d1-463c-9e79-506ec8288cf3\", \"136dc42a-3758-479a-a112-d6d505743920\"], \"total_duration\": 16630.0, \"total_sessions\": 11, \"mean_week_duration\": 79.952}, \"72051\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-10-05 17:11:47.000000+00:00\", \"2021-09-23 04:31:32.000000+00:00\", \"2019-09-25 16:09:21.000000+00:00\"], \"session_ids\": [\"7907a745-8e3f-48d3-9770-305a20c7c110\", \"e4fb5543-6db5-46e1-9fc0-37130df7bdf1\", \"2d66c6dd-bc68-4e74-be5b-0937cb46fcc6\"], \"total_duration\": 505.0, \"total_sessions\": 3, \"mean_week_duration\": 3.196}, \"69188\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-04 07:13:06.000000+00:00\", \"2020-12-13 03:12:21.000000+00:00\", \"2020-02-25 11:42:01.000000+00:00\", \"2019-08-25 02:49:42.000000+00:00\", \"2021-05-31 00:23:06.000000+00:00\", \"2021-03-06 12:36:50.000000+00:00\", \"2023-01-17 14:21:47.000000+00:00\", \"2019-06-09 19:45:55.000000+00:00\", \"2020-06-11 17:48:58.000000+00:00\", \"2023-01-07 14:37:40.000000+00:00\", \"2022-07-31 11:55:07.000000+00:00\"], \"session_ids\": [\"cc67ec7c-0649-497c-a055-de93b6923442\", \"25b71f37-97bb-4e96-b196-23c1f1f8dd84\", \"d472a411-8df9-418e-8fde-ea0c395d5f48\", \"fb7db1f4-4cd0-4522-ab0a-82ae896136e5\", \"a6a53bdf-d77d-4ac4-bfdd-63a6a29f4094\", \"2a03b8ba-2191-43ba-b449-06285276bba8\", \"f261cc0e-35dd-4784-be6a-1135c33224b3\", \"483e3dd5-f030-4eee-9939-33d3007f3761\", \"ee0aea17-c503-4e64-a9f9-64b8a893bc4e\", \"827d1d5b-d5e9-4d96-bfa4-70e0b6d36e38\", \"c9f33f7c-a9b2-41ed-84fd-9410ab9ee601\"], \"total_duration\": 207.0, \"total_sessions\": 11, \"mean_week_duration\": 1.095}, \"91166\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-28 00:21:39.000000+00:00\", \"2020-05-22 09:53:36.000000+00:00\"], \"session_ids\": [\"c2594a94-2c28-44bb-9d48-76a5c1ce22a1\", \"2a70217b-be8c-4c39-9fe0-defbfd382bc7\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 12.348}, \"24444\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"Rome\", \"datetimes\": [\"2019-12-04 14:46:54.000000+00:00\", \"2022-01-08 01:04:11.000000+00:00\", \"2021-11-26 03:23:52.000000+00:00\", \"2019-09-26 20:41:09.000000+00:00\"], \"session_ids\": [\"2dbdb68a-9e1c-4438-b1fd-12568918e1a3\", \"9c508e84-a795-4203-a4e1-3210724faefd\", \"1258476a-560c-4f78-b124-ca71767639cc\", \"c939d532-03c6-401e-8105-964926984f3d\"], \"total_duration\": 1658.0, \"total_sessions\": 4, \"mean_week_duration\": 13.817}, \"19708\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-26 03:22:20.000000+00:00\", \"2023-04-24 10:37:56.000000+00:00\"], \"session_ids\": [\"ff88cddc-5687-4a7e-af0b-bd4f9cc62300\", \"98e244f7-8c1e-4dc4-91a9-fe3c3b6be1e0\"], \"total_duration\": 387.0, \"total_sessions\": 2, \"mean_week_duration\": 11.057}, \"29451\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-05-15 19:37:26.000000+00:00\", \"2022-03-04 15:01:11.000000+00:00\", \"2019-06-14 23:28:05.000000+00:00\", \"2021-12-06 16:12:05.000000+00:00\", \"2019-04-25 12:31:45.000000+00:00\", \"2021-03-13 02:29:27.000000+00:00\", \"2021-09-24 00:33:55.000000+00:00\", \"2020-02-25 02:59:33.000000+00:00\", \"2019-06-01 11:53:19.000000+00:00\", \"2023-01-10 13:03:45.000000+00:00\", \"2019-01-28 07:22:51.000000+00:00\"], \"session_ids\": [\"7e2b2d21-d2d4-4767-863f-a2124ba259fe\", \"8b056f4e-1399-4367-8fcf-e298d785e973\", \"0d196b88-22ba-4707-ae47-bfa46f42d25e\", \"6d73c3c0-4a1f-4b4e-9417-3832daff5f8a\", \"b6f1a765-c4fb-470c-b583-32bc3fd76611\", \"5a6a979a-a18a-465b-80af-711690051ffa\", \"6ad07574-1796-4c99-a82c-430b7a62fa3d\", \"8f851a6c-c5fc-4397-99ab-8aa3eccc25e1\", \"33d2859d-4fde-40e0-9783-9b892f9a7b22\", \"225bb0fd-0740-4acd-bb3d-c1b6fe4914c2\", \"c01c168a-bd70-49da-b402-db86f7a7d4fb\"], \"total_duration\": 2499.0, \"total_sessions\": 11, \"mean_week_duration\": 11.156}, \"36399\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-10-23 12:51:52.000000+00:00\", \"2020-03-09 10:13:47.000000+00:00\"], \"session_ids\": [\"8bbc2e86-c607-43d6-ba17-d15d9f72ac62\", \"c295ce78-63df-4b3b-981e-9367add54dc0\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.321}, \"62340\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-08-05 18:59:03.000000+00:00\", \"2021-10-08 07:50:21.000000+00:00\", \"2019-09-04 18:49:05.000000+00:00\", \"2021-08-25 20:20:05.000000+00:00\", \"2021-05-20 08:50:02.000000+00:00\", \"2022-01-09 12:18:37.000000+00:00\", \"2020-02-08 02:03:14.000000+00:00\", \"2023-05-25 11:14:37.000000+00:00\", \"2022-09-21 06:42:27.000000+00:00\"], \"session_ids\": [\"1932db9f-a763-45fb-a520-0d1ebacc156a\", \"36ef97a5-e9a5-4803-8c66-0279e8c87ade\", \"38b296d5-e76e-4711-9185-85a2c92a95d4\", \"be444c0f-92b3-487d-b883-937ca3157d03\", \"3056650a-4ba8-4857-9db5-e8b31d1fd160\", \"e47cab1d-5af9-4ee0-b807-28f006ffc0cf\", \"7e2f5150-1039-4a6a-83b1-dcfeec53466b\", \"fc47ec00-b329-4486-8e6f-5400da6761f3\", \"804d7f56-2000-4dc3-bb5d-db1745dad560\"], \"total_duration\": 16103.0, \"total_sessions\": 9, \"mean_week_duration\": 83.005}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are Moscow, Toronto, Bogota, Madrid"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Moscow\", \"Toronto\", \"Bogota\", \"Madrid\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"62340\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-08-05 18:59:03.000000+00:00\", \"2021-10-08 07:50:21.000000+00:00\", \"2019-09-04 18:49:05.000000+00:00\", \"2021-08-25 20:20:05.000000+00:00\", \"2021-05-20 08:50:02.000000+00:00\", \"2022-01-09 12:18:37.000000+00:00\", \"2020-02-08 02:03:14.000000+00:00\", \"2023-05-25 11:14:37.000000+00:00\", \"2022-09-21 06:42:27.000000+00:00\"], \"session_ids\": [\"1932db9f-a763-45fb-a520-0d1ebacc156a\", \"36ef97a5-e9a5-4803-8c66-0279e8c87ade\", \"38b296d5-e76e-4711-9185-85a2c92a95d4\", \"be444c0f-92b3-487d-b883-937ca3157d03\", \"3056650a-4ba8-4857-9db5-e8b31d1fd160\", \"e47cab1d-5af9-4ee0-b807-28f006ffc0cf\", \"7e2f5150-1039-4a6a-83b1-dcfeec53466b\", \"fc47ec00-b329-4486-8e6f-5400da6761f3\", \"804d7f56-2000-4dc3-bb5d-db1745dad560\"], \"total_duration\": 16103.0, \"total_sessions\": 9, \"mean_week_duration\": 83.005}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"62340\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-08-05 18:59:03.000000+00:00\", \"2021-10-08 07:50:21.000000+00:00\", \"2019-09-04 18:49:05.000000+00:00\", \"2021-08-25 20:20:05.000000+00:00\", \"2021-05-20 08:50:02.000000+00:00\", \"2022-01-09 12:18:37.000000+00:00\", \"2020-02-08 02:03:14.000000+00:00\", \"2023-05-25 11:14:37.000000+00:00\", \"2022-09-21 06:42:27.000000+00:00\"], \"session_ids\": [\"1932db9f-a763-45fb-a520-0d1ebacc156a\", \"36ef97a5-e9a5-4803-8c66-0279e8c87ade\", \"38b296d5-e76e-4711-9185-85a2c92a95d4\", \"be444c0f-92b3-487d-b883-937ca3157d03\", \"3056650a-4ba8-4857-9db5-e8b31d1fd160\", \"e47cab1d-5af9-4ee0-b807-28f006ffc0cf\", \"7e2f5150-1039-4a6a-83b1-dcfeec53466b\", \"fc47ec00-b329-4486-8e6f-5400da6761f3\", \"804d7f56-2000-4dc3-bb5d-db1745dad560\"], \"total_duration\": 16103.0, \"total_sessions\": 9, \"mean_week_duration\": 83.005}}]\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[{\"62340\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-08-05 18:59:03.000000+00:00\", \"2021-10-08 07:50:21.000000+00:00\", \"2019-09-04 18:49:05.000000+00:00\", \"2021-08-25 20:20:05.000000+00:00\", \"2021-05-20 08:50:02.000000+00:00\", \"2022-01-09 12:18:37.000000+00:00\", \"2020-02-08 02:03:14.000000+00:00\", \"2023-05-25 11:14:37.000000+00:00\", \"2022-09-21 06:42:27.000000+00:00\"], \"session_ids\": [\"1932db9f-a763-45fb-a520-0d1ebacc156a\", \"36ef97a5-e9a5-4803-8c66-0279e8c87ade\", \"38b296d5-e76e-4711-9185-85a2c92a95d4\", \"be444c0f-92b3-487d-b883-937ca3157d03\", \"3056650a-4ba8-4857-9db5-e8b31d1fd160\", \"e47cab1d-5af9-4ee0-b807-28f006ffc0cf\", \"7e2f5150-1039-4a6a-83b1-dcfeec53466b\", \"fc47ec00-b329-4486-8e6f-5400da6761f3\", \"804d7f56-2000-4dc3-bb5d-db1745dad560\"], \"total_duration\": 16103.0, \"total_sessions\": 9, \"mean_week_duration\": 83.005}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"62340\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-08-05 18:59:03.000000+00:00\", \"2021-10-08 07:50:21.000000+00:00\", \"2019-09-04 18:49:05.000000+00:00\", \"2021-08-25 20:20:05.000000+00:00\", \"2021-05-20 08:50:02.000000+00:00\", \"2022-01-09 12:18:37.000000+00:00\", \"2020-02-08 02:03:14.000000+00:00\", \"2023-05-25 11:14:37.000000+00:00\", \"2022-09-21 06:42:27.000000+00:00\"], \"session_ids\": [\"1932db9f-a763-45fb-a520-0d1ebacc156a\", \"36ef97a5-e9a5-4803-8c66-0279e8c87ade\", \"38b296d5-e76e-4711-9185-85a2c92a95d4\", \"be444c0f-92b3-487d-b883-937ca3157d03\", \"3056650a-4ba8-4857-9db5-e8b31d1fd160\", \"e47cab1d-5af9-4ee0-b807-28f006ffc0cf\", \"7e2f5150-1039-4a6a-83b1-dcfeec53466b\", \"fc47ec00-b329-4486-8e6f-5400da6761f3\", \"804d7f56-2000-4dc3-bb5d-db1745dad560\"], \"total_duration\": 16103.0, \"total_sessions\": 9, \"mean_week_duration\": 83.005}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me 7 users whose duration of sessions per week is less than 11 (not including) and strictly greater than 46 , moreover carry out sorting by time using the app form the lowest value to the highest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"66316\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-04 16:29:50.000000+00:00\", \"2020-03-15 22:27:22.000000+00:00\"], \"session_ids\": [\"0bcc7cc0-39d5-45e2-8e3e-1d77d819c38a\", \"bf222772-cdf6-44b6-b3e6-1ce402bfc282\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 1.077}, \"46033\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-08-29 23:21:58.000000+00:00\", \"2020-01-16 12:44:23.000000+00:00\", \"2023-02-27 14:58:53.000000+00:00\"], \"session_ids\": [\"ce2df7cf-ad7a-46ae-8709-33eb439fa5a4\", \"e10ddfb0-b410-487c-ad65-cb1dc0a6d98c\", \"5f6deac3-f253-4b20-8b65-e90ae17207d3\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.35}, \"32381\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-11-19 20:12:26.000000+00:00\", \"2019-12-16 00:12:29.000000+00:00\", \"2019-02-10 02:24:30.000000+00:00\"], \"session_ids\": [\"3482861e-47f8-460b-b195-4faa1ed99021\", \"baa63cd7-ba6b-4937-8944-d433c8727191\", \"18471618-5561-4ea0-9385-82d0b8d5bb05\"], \"total_duration\": 27.0, \"total_sessions\": 3, \"mean_week_duration\": 0.137}, \"61222\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-01-12 23:04:19.000000+00:00\", \"2022-09-07 03:17:15.000000+00:00\", \"2021-02-17 09:44:10.000000+00:00\", \"2020-11-19 16:42:58.000000+00:00\", \"2022-11-17 01:03:39.000000+00:00\", \"2020-04-22 18:36:23.000000+00:00\", \"2021-04-27 15:01:11.000000+00:00\", \"2020-01-22 07:34:38.000000+00:00\"], \"session_ids\": [\"1a24df78-611a-45cc-8896-7f19d60e5e15\", \"8d8905d4-b381-4b6c-a47e-36e1d2611941\", \"83a84c7f-04f1-468c-82c6-f40262a78b4d\", \"7e6ffdaf-0cd1-4758-8f67-85b3866c5202\", \"34cdc120-7c2b-4e5e-870e-6f757ddf939f\", \"0c115c21-c239-4ab7-9af3-21fb83de3122\", \"ca28f001-2d3b-4da0-8eea-86ebc2381b85\", \"e982f659-1f0b-46f7-83a3-96b1ac1a8610\"], \"total_duration\": 1392.0, \"total_sessions\": 8, \"mean_week_duration\": 9.469}, \"73487\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-11-24 15:47:48.000000+00:00\", \"2020-02-27 13:45:21.000000+00:00\"], \"session_ids\": [\"0e61c388-c268-4bf4-9249-4a44a6aad674\", \"a3865a9e-1be0-4a34-8319-244592f15a97\"], \"total_duration\": 372.0, \"total_sessions\": 2, \"mean_week_duration\": 4.088}, \"67384\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-02-14 07:23:02.000000+00:00\", \"2021-08-05 00:17:42.000000+00:00\", \"2021-07-31 13:20:44.000000+00:00\"], \"session_ids\": [\"1f490b5d-6331-422a-b39f-13292ccbb4d8\", \"373065c5-e983-4921-8a00-3b11dd95b4b8\", \"2f96c311-bd9a-4faf-ab96-66ddaded9272\"], \"total_duration\": 94.0, \"total_sessions\": 3, \"mean_week_duration\": 1.16}, \"38893\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-12-16 22:45:29.000000+00:00\", \"2022-06-16 14:44:32.000000+00:00\"], \"session_ids\": [\"fe96b87e-078b-429c-85eb-bdeec7ae8039\", \"7b1e520f-942c-475f-bb8f-f0f3077d2062\"], \"total_duration\": 300.0, \"total_sessions\": 2, \"mean_week_duration\": 11.111}, \"1214\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-01-25 09:03:00.000000+00:00\", \"2019-10-16 12:41:37.000000+00:00\"], \"session_ids\": [\"6c73b5a7-cbd5-426a-9dbf-08ffe92a8ef8\", \"6ad08618-2b23-4463-afc0-4ed839e4dc73\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 2.111}, \"7723\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-09-09 13:53:07.000000+00:00\", \"2021-01-06 22:14:38.000000+00:00\", \"2020-08-24 20:38:19.000000+00:00\", \"2021-07-17 22:30:41.000000+00:00\", \"2019-04-28 00:55:45.000000+00:00\", \"2020-06-22 03:53:29.000000+00:00\", \"2022-02-09 17:50:43.000000+00:00\", \"2020-05-06 17:18:55.000000+00:00\", \"2021-04-29 19:37:28.000000+00:00\"], \"session_ids\": [\"0b50ab79-c8ef-4775-b3fc-6f6548db8384\", \"f82dce39-3ab6-420e-a90c-3d0b485eaa4d\", \"0f40d526-c7a2-45f2-9566-f0545ca22cac\", \"97f3b3b5-1639-47c1-9e29-170f8c063906\", \"ba838b20-ac8f-4aeb-a4ab-74d005fe0cba\", \"0423e3bb-be35-4ae7-9ac9-1ecefa764197\", \"c564955e-d57c-4954-bedd-336cd00d9b99\", \"f295a6d2-47d9-444e-874a-80ada7f02c2f\", \"1e065287-1a6c-4bcd-af5f-0284564a5559\"], \"total_duration\": 88.0, \"total_sessions\": 9, \"mean_week_duration\": 0.603}, \"88492\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-02-12 06:48:21.000000+00:00\", \"2019-07-02 19:00:43.000000+00:00\"], \"session_ids\": [\"f2059939-5f35-4f91-b12a-ea9fc78fb2c7\", \"faea5607-9ac1-4a40-ad01-cdf0712bba23\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 7.75}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are less than 11 and are greater than 46"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[11, 46]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"66316\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-04 16:29:50.000000+00:00\", \"2020-03-15 22:27:22.000000+00:00\"], \"session_ids\": [\"0bcc7cc0-39d5-45e2-8e3e-1d77d819c38a\", \"bf222772-cdf6-44b6-b3e6-1ce402bfc282\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 1.077}, \"46033\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-08-29 23:21:58.000000+00:00\", \"2020-01-16 12:44:23.000000+00:00\", \"2023-02-27 14:58:53.000000+00:00\"], \"session_ids\": [\"ce2df7cf-ad7a-46ae-8709-33eb439fa5a4\", \"e10ddfb0-b410-487c-ad65-cb1dc0a6d98c\", \"5f6deac3-f253-4b20-8b65-e90ae17207d3\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.35}, \"32381\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-11-19 20:12:26.000000+00:00\", \"2019-12-16 00:12:29.000000+00:00\", \"2019-02-10 02:24:30.000000+00:00\"], \"session_ids\": [\"3482861e-47f8-460b-b195-4faa1ed99021\", \"baa63cd7-ba6b-4937-8944-d433c8727191\", \"18471618-5561-4ea0-9385-82d0b8d5bb05\"], \"total_duration\": 27.0, \"total_sessions\": 3, \"mean_week_duration\": 0.137}, \"61222\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-01-12 23:04:19.000000+00:00\", \"2022-09-07 03:17:15.000000+00:00\", \"2021-02-17 09:44:10.000000+00:00\", \"2020-11-19 16:42:58.000000+00:00\", \"2022-11-17 01:03:39.000000+00:00\", \"2020-04-22 18:36:23.000000+00:00\", \"2021-04-27 15:01:11.000000+00:00\", \"2020-01-22 07:34:38.000000+00:00\"], \"session_ids\": [\"1a24df78-611a-45cc-8896-7f19d60e5e15\", \"8d8905d4-b381-4b6c-a47e-36e1d2611941\", \"83a84c7f-04f1-468c-82c6-f40262a78b4d\", \"7e6ffdaf-0cd1-4758-8f67-85b3866c5202\", \"34cdc120-7c2b-4e5e-870e-6f757ddf939f\", \"0c115c21-c239-4ab7-9af3-21fb83de3122\", \"ca28f001-2d3b-4da0-8eea-86ebc2381b85\", \"e982f659-1f0b-46f7-83a3-96b1ac1a8610\"], \"total_duration\": 1392.0, \"total_sessions\": 8, \"mean_week_duration\": 9.469}, \"73487\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-11-24 15:47:48.000000+00:00\", \"2020-02-27 13:45:21.000000+00:00\"], \"session_ids\": [\"0e61c388-c268-4bf4-9249-4a44a6aad674\", \"a3865a9e-1be0-4a34-8319-244592f15a97\"], \"total_duration\": 372.0, \"total_sessions\": 2, \"mean_week_duration\": 4.088}, \"67384\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-02-14 07:23:02.000000+00:00\", \"2021-08-05 00:17:42.000000+00:00\", \"2021-07-31 13:20:44.000000+00:00\"], \"session_ids\": [\"1f490b5d-6331-422a-b39f-13292ccbb4d8\", \"373065c5-e983-4921-8a00-3b11dd95b4b8\", \"2f96c311-bd9a-4faf-ab96-66ddaded9272\"], \"total_duration\": 94.0, \"total_sessions\": 3, \"mean_week_duration\": 1.16}, \"1214\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-01-25 09:03:00.000000+00:00\", \"2019-10-16 12:41:37.000000+00:00\"], \"session_ids\": [\"6c73b5a7-cbd5-426a-9dbf-08ffe92a8ef8\", \"6ad08618-2b23-4463-afc0-4ed839e4dc73\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 2.111}, \"7723\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-09-09 13:53:07.000000+00:00\", \"2021-01-06 22:14:38.000000+00:00\", \"2020-08-24 20:38:19.000000+00:00\", \"2021-07-17 22:30:41.000000+00:00\", \"2019-04-28 00:55:45.000000+00:00\", \"2020-06-22 03:53:29.000000+00:00\", \"2022-02-09 17:50:43.000000+00:00\", \"2020-05-06 17:18:55.000000+00:00\", \"2021-04-29 19:37:28.000000+00:00\"], \"session_ids\": [\"0b50ab79-c8ef-4775-b3fc-6f6548db8384\", \"f82dce39-3ab6-420e-a90c-3d0b485eaa4d\", \"0f40d526-c7a2-45f2-9566-f0545ca22cac\", \"97f3b3b5-1639-47c1-9e29-170f8c063906\", \"ba838b20-ac8f-4aeb-a4ab-74d005fe0cba\", \"0423e3bb-be35-4ae7-9ac9-1ecefa764197\", \"c564955e-d57c-4954-bedd-336cd00d9b99\", \"f295a6d2-47d9-444e-874a-80ada7f02c2f\", \"1e065287-1a6c-4bcd-af5f-0284564a5559\"], \"total_duration\": 88.0, \"total_sessions\": 9, \"mean_week_duration\": 0.603}, \"88492\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-02-12 06:48:21.000000+00:00\", \"2019-07-02 19:00:43.000000+00:00\"], \"session_ids\": [\"f2059939-5f35-4f91-b12a-ea9fc78fb2c7\", \"faea5607-9ac1-4a40-ad01-cdf0712bba23\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 7.75}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"32381\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-11-19 20:12:26.000000+00:00\", \"2019-12-16 00:12:29.000000+00:00\", \"2019-02-10 02:24:30.000000+00:00\"], \"session_ids\": [\"3482861e-47f8-460b-b195-4faa1ed99021\", \"baa63cd7-ba6b-4937-8944-d433c8727191\", \"18471618-5561-4ea0-9385-82d0b8d5bb05\"], \"total_duration\": 27.0, \"total_sessions\": 3, \"mean_week_duration\": 0.137}}, {\"46033\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-08-29 23:21:58.000000+00:00\", \"2020-01-16 12:44:23.000000+00:00\", \"2023-02-27 14:58:53.000000+00:00\"], \"session_ids\": [\"ce2df7cf-ad7a-46ae-8709-33eb439fa5a4\", \"e10ddfb0-b410-487c-ad65-cb1dc0a6d98c\", \"5f6deac3-f253-4b20-8b65-e90ae17207d3\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.35}}, {\"7723\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-09-09 13:53:07.000000+00:00\", \"2021-01-06 22:14:38.000000+00:00\", \"2020-08-24 20:38:19.000000+00:00\", \"2021-07-17 22:30:41.000000+00:00\", \"2019-04-28 00:55:45.000000+00:00\", \"2020-06-22 03:53:29.000000+00:00\", \"2022-02-09 17:50:43.000000+00:00\", \"2020-05-06 17:18:55.000000+00:00\", \"2021-04-29 19:37:28.000000+00:00\"], \"session_ids\": [\"0b50ab79-c8ef-4775-b3fc-6f6548db8384\", \"f82dce39-3ab6-420e-a90c-3d0b485eaa4d\", \"0f40d526-c7a2-45f2-9566-f0545ca22cac\", \"97f3b3b5-1639-47c1-9e29-170f8c063906\", \"ba838b20-ac8f-4aeb-a4ab-74d005fe0cba\", \"0423e3bb-be35-4ae7-9ac9-1ecefa764197\", \"c564955e-d57c-4954-bedd-336cd00d9b99\", \"f295a6d2-47d9-444e-874a-80ada7f02c2f\", \"1e065287-1a6c-4bcd-af5f-0284564a5559\"], \"total_duration\": 88.0, \"total_sessions\": 9, \"mean_week_duration\": 0.603}}, {\"67384\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-02-14 07:23:02.000000+00:00\", \"2021-08-05 00:17:42.000000+00:00\", \"2021-07-31 13:20:44.000000+00:00\"], \"session_ids\": [\"1f490b5d-6331-422a-b39f-13292ccbb4d8\", \"373065c5-e983-4921-8a00-3b11dd95b4b8\", \"2f96c311-bd9a-4faf-ab96-66ddaded9272\"], \"total_duration\": 94.0, \"total_sessions\": 3, \"mean_week_duration\": 1.16}}, {\"88492\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-02-12 06:48:21.000000+00:00\", \"2019-07-02 19:00:43.000000+00:00\"], \"session_ids\": [\"f2059939-5f35-4f91-b12a-ea9fc78fb2c7\", \"faea5607-9ac1-4a40-ad01-cdf0712bba23\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 7.75}}, {\"66316\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-04 16:29:50.000000+00:00\", \"2020-03-15 22:27:22.000000+00:00\"], \"session_ids\": [\"0bcc7cc0-39d5-45e2-8e3e-1d77d819c38a\", \"bf222772-cdf6-44b6-b3e6-1ce402bfc282\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 1.077}}, {\"1214\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-01-25 09:03:00.000000+00:00\", \"2019-10-16 12:41:37.000000+00:00\"], \"session_ids\": [\"6c73b5a7-cbd5-426a-9dbf-08ffe92a8ef8\", \"6ad08618-2b23-4463-afc0-4ed839e4dc73\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 2.111}}, {\"73487\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-11-24 15:47:48.000000+00:00\", \"2020-02-27 13:45:21.000000+00:00\"], \"session_ids\": [\"0e61c388-c268-4bf4-9249-4a44a6aad674\", \"a3865a9e-1be0-4a34-8319-244592f15a97\"], \"total_duration\": 372.0, \"total_sessions\": 2, \"mean_week_duration\": 4.088}}, {\"61222\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-01-12 23:04:19.000000+00:00\", \"2022-09-07 03:17:15.000000+00:00\", \"2021-02-17 09:44:10.000000+00:00\", \"2020-11-19 16:42:58.000000+00:00\", \"2022-11-17 01:03:39.000000+00:00\", \"2020-04-22 18:36:23.000000+00:00\", \"2021-04-27 15:01:11.000000+00:00\", \"2020-01-22 07:34:38.000000+00:00\"], \"session_ids\": [\"1a24df78-611a-45cc-8896-7f19d60e5e15\", \"8d8905d4-b381-4b6c-a47e-36e1d2611941\", \"83a84c7f-04f1-468c-82c6-f40262a78b4d\", \"7e6ffdaf-0cd1-4758-8f67-85b3866c5202\", \"34cdc120-7c2b-4e5e-870e-6f757ddf939f\", \"0c115c21-c239-4ab7-9af3-21fb83de3122\", \"ca28f001-2d3b-4da0-8eea-86ebc2381b85\", \"e982f659-1f0b-46f7-83a3-96b1ac1a8610\"], \"total_duration\": 1392.0, \"total_sessions\": 8, \"mean_week_duration\": 9.469}}]\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[{\"32381\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-11-19 20:12:26.000000+00:00\", \"2019-12-16 00:12:29.000000+00:00\", \"2019-02-10 02:24:30.000000+00:00\"], \"session_ids\": [\"3482861e-47f8-460b-b195-4faa1ed99021\", \"baa63cd7-ba6b-4937-8944-d433c8727191\", \"18471618-5561-4ea0-9385-82d0b8d5bb05\"], \"total_duration\": 27.0, \"total_sessions\": 3, \"mean_week_duration\": 0.137}}, {\"46033\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-08-29 23:21:58.000000+00:00\", \"2020-01-16 12:44:23.000000+00:00\", \"2023-02-27 14:58:53.000000+00:00\"], \"session_ids\": [\"ce2df7cf-ad7a-46ae-8709-33eb439fa5a4\", \"e10ddfb0-b410-487c-ad65-cb1dc0a6d98c\", \"5f6deac3-f253-4b20-8b65-e90ae17207d3\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.35}}, {\"7723\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-09-09 13:53:07.000000+00:00\", \"2021-01-06 22:14:38.000000+00:00\", \"2020-08-24 20:38:19.000000+00:00\", \"2021-07-17 22:30:41.000000+00:00\", \"2019-04-28 00:55:45.000000+00:00\", \"2020-06-22 03:53:29.000000+00:00\", \"2022-02-09 17:50:43.000000+00:00\", \"2020-05-06 17:18:55.000000+00:00\", \"2021-04-29 19:37:28.000000+00:00\"], \"session_ids\": [\"0b50ab79-c8ef-4775-b3fc-6f6548db8384\", \"f82dce39-3ab6-420e-a90c-3d0b485eaa4d\", \"0f40d526-c7a2-45f2-9566-f0545ca22cac\", \"97f3b3b5-1639-47c1-9e29-170f8c063906\", \"ba838b20-ac8f-4aeb-a4ab-74d005fe0cba\", \"0423e3bb-be35-4ae7-9ac9-1ecefa764197\", \"c564955e-d57c-4954-bedd-336cd00d9b99\", \"f295a6d2-47d9-444e-874a-80ada7f02c2f\", \"1e065287-1a6c-4bcd-af5f-0284564a5559\"], \"total_duration\": 88.0, \"total_sessions\": 9, \"mean_week_duration\": 0.603}}, {\"67384\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-02-14 07:23:02.000000+00:00\", \"2021-08-05 00:17:42.000000+00:00\", \"2021-07-31 13:20:44.000000+00:00\"], \"session_ids\": [\"1f490b5d-6331-422a-b39f-13292ccbb4d8\", \"373065c5-e983-4921-8a00-3b11dd95b4b8\", \"2f96c311-bd9a-4faf-ab96-66ddaded9272\"], \"total_duration\": 94.0, \"total_sessions\": 3, \"mean_week_duration\": 1.16}}, {\"88492\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-02-12 06:48:21.000000+00:00\", \"2019-07-02 19:00:43.000000+00:00\"], \"session_ids\": [\"f2059939-5f35-4f91-b12a-ea9fc78fb2c7\", \"faea5607-9ac1-4a40-ad01-cdf0712bba23\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 7.75}}, {\"66316\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-04 16:29:50.000000+00:00\", \"2020-03-15 22:27:22.000000+00:00\"], \"session_ids\": [\"0bcc7cc0-39d5-45e2-8e3e-1d77d819c38a\", \"bf222772-cdf6-44b6-b3e6-1ce402bfc282\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 1.077}}, {\"1214\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-01-25 09:03:00.000000+00:00\", \"2019-10-16 12:41:37.000000+00:00\"], \"session_ids\": [\"6c73b5a7-cbd5-426a-9dbf-08ffe92a8ef8\", \"6ad08618-2b23-4463-afc0-4ed839e4dc73\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 2.111}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"32381\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-11-19 20:12:26.000000+00:00\", \"2019-12-16 00:12:29.000000+00:00\", \"2019-02-10 02:24:30.000000+00:00\"], \"session_ids\": [\"3482861e-47f8-460b-b195-4faa1ed99021\", \"baa63cd7-ba6b-4937-8944-d433c8727191\", \"18471618-5561-4ea0-9385-82d0b8d5bb05\"], \"total_duration\": 27.0, \"total_sessions\": 3, \"mean_week_duration\": 0.137}}, {\"46033\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-08-29 23:21:58.000000+00:00\", \"2020-01-16 12:44:23.000000+00:00\", \"2023-02-27 14:58:53.000000+00:00\"], \"session_ids\": [\"ce2df7cf-ad7a-46ae-8709-33eb439fa5a4\", \"e10ddfb0-b410-487c-ad65-cb1dc0a6d98c\", \"5f6deac3-f253-4b20-8b65-e90ae17207d3\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.35}}, {\"7723\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-09-09 13:53:07.000000+00:00\", \"2021-01-06 22:14:38.000000+00:00\", \"2020-08-24 20:38:19.000000+00:00\", \"2021-07-17 22:30:41.000000+00:00\", \"2019-04-28 00:55:45.000000+00:00\", \"2020-06-22 03:53:29.000000+00:00\", \"2022-02-09 17:50:43.000000+00:00\", \"2020-05-06 17:18:55.000000+00:00\", \"2021-04-29 19:37:28.000000+00:00\"], \"session_ids\": [\"0b50ab79-c8ef-4775-b3fc-6f6548db8384\", \"f82dce39-3ab6-420e-a90c-3d0b485eaa4d\", \"0f40d526-c7a2-45f2-9566-f0545ca22cac\", \"97f3b3b5-1639-47c1-9e29-170f8c063906\", \"ba838b20-ac8f-4aeb-a4ab-74d005fe0cba\", \"0423e3bb-be35-4ae7-9ac9-1ecefa764197\", \"c564955e-d57c-4954-bedd-336cd00d9b99\", \"f295a6d2-47d9-444e-874a-80ada7f02c2f\", \"1e065287-1a6c-4bcd-af5f-0284564a5559\"], \"total_duration\": 88.0, \"total_sessions\": 9, \"mean_week_duration\": 0.603}}, {\"67384\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-02-14 07:23:02.000000+00:00\", \"2021-08-05 00:17:42.000000+00:00\", \"2021-07-31 13:20:44.000000+00:00\"], \"session_ids\": [\"1f490b5d-6331-422a-b39f-13292ccbb4d8\", \"373065c5-e983-4921-8a00-3b11dd95b4b8\", \"2f96c311-bd9a-4faf-ab96-66ddaded9272\"], \"total_duration\": 94.0, \"total_sessions\": 3, \"mean_week_duration\": 1.16}}, {\"88492\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-02-12 06:48:21.000000+00:00\", \"2019-07-02 19:00:43.000000+00:00\"], \"session_ids\": [\"f2059939-5f35-4f91-b12a-ea9fc78fb2c7\", \"faea5607-9ac1-4a40-ad01-cdf0712bba23\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 7.75}}, {\"66316\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-04 16:29:50.000000+00:00\", \"2020-03-15 22:27:22.000000+00:00\"], \"session_ids\": [\"0bcc7cc0-39d5-45e2-8e3e-1d77d819c38a\", \"bf222772-cdf6-44b6-b3e6-1ce402bfc282\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 1.077}}, {\"1214\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-01-25 09:03:00.000000+00:00\", \"2019-10-16 12:41:37.000000+00:00\"], \"session_ids\": [\"6c73b5a7-cbd5-426a-9dbf-08ffe92a8ef8\", \"6ad08618-2b23-4463-afc0-4ed839e4dc73\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 2.111}}]\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 6 users whose time using the app per week is equal to 17 , moreover put to use sorting by duration of sessions per week in ascending."
}
] |
[
{
"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{\"91667\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-07-19 15:26:31.000000+00:00\", \"2019-01-14 14:04:39.000000+00:00\"], \"session_ids\": [\"93145f40-80fd-4880-b49d-279af4e46ad8\", \"421f99b3-8f91-4f2a-b413-2638c51ec452\"], \"total_duration\": 230.0, \"total_sessions\": 2, \"mean_week_duration\": 1.756}, \"26213\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-08-03 20:21:03.000000+00:00\", \"2020-09-09 07:12:18.000000+00:00\", \"2019-12-14 08:50:18.000000+00:00\", \"2021-06-04 21:56:03.000000+00:00\", \"2020-01-10 21:19:48.000000+00:00\"], \"session_ids\": [\"1eb55bd6-0e67-4f0c-8ab1-0767b1acf6b5\", \"bdd7a55d-538d-4ddb-9eb0-e5616843015a\", \"472eec7d-377e-42a9-b86c-e595ca9dbfb1\", \"209c37ac-e3cb-4789-b50e-95af7065ecdf\", \"5bc89240-2157-4008-94a4-c8b91a29d89c\"], \"total_duration\": 485.0, \"total_sessions\": 5, \"mean_week_duration\": 6.299}, \"29627\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-06-22 22:11:45.000000+00:00\", \"2019-01-02 02:56:43.000000+00:00\", \"2021-08-11 06:04:08.000000+00:00\"], \"session_ids\": [\"97ba23f6-0dbc-41b9-aa2c-4432819ddf56\", \"a67b4c50-7128-4227-848d-9e5b292cda1e\", \"a23697b5-3de7-4b9e-b48e-47b079cb7430\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.184}, \"70436\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-12-13 15:21:30.000000+00:00\", \"2019-01-11 01:49:06.000000+00:00\"], \"session_ids\": [\"d3cb58b3-9224-40c9-b6d9-7d0f67f1babc\", \"cebb23b0-5cca-4c62-b2db-e634e096b100\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.073}, \"80596\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-22 00:02:55.000000+00:00\", \"2023-02-17 09:53:41.000000+00:00\"], \"session_ids\": [\"7a5e7dc2-057a-4f35-a81f-8fdaec9d55f3\", \"f8d47983-ee41-4b47-b249-8c936ea4f0e4\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.257}, \"11684\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-04-04 20:15:06.000000+00:00\", \"2019-01-29 23:47:51.000000+00:00\"], \"session_ids\": [\"5173e6a5-553c-4bb7-91f2-3adeb5319014\", \"682230e8-60e8-4e3a-bed4-fa42d74ea4ad\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 0.674}, \"74825\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-03 14:10:50.000000+00:00\", \"2021-01-25 22:04:43.000000+00:00\"], \"session_ids\": [\"d26048c0-3516-477d-b519-941b4193d1a1\", \"10ce3f1d-4760-4ae2-89e9-6fb167bd4416\"], \"total_duration\": 185.0, \"total_sessions\": 2, \"mean_week_duration\": 3.304}, \"85886\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-10-11 06:03:02.000000+00:00\", \"2022-07-16 11:04:27.000000+00:00\"], \"session_ids\": [\"e2043ea8-6aee-45ba-a1f4-7ba07ba99c9b\", \"fadbe493-2794-48b0-8dda-ba41ad545062\"], \"total_duration\": 291.0, \"total_sessions\": 2, \"mean_week_duration\": 2.007}, \"62083\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-04-27 14:25:22.000000+00:00\", \"2023-04-20 10:58:31.000000+00:00\", \"2023-01-30 05:57:07.000000+00:00\"], \"session_ids\": [\"b62fcc94-d68d-4bfb-a424-c88b862ba2bf\", \"777b1e1d-16c4-4517-b632-d416138d5cde\", \"db81db76-e9d5-4a1f-bb3b-d129dfa34034\"], \"total_duration\": 159.0, \"total_sessions\": 3, \"mean_week_duration\": 12.231}, \"58356\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-07-08 10:19:32.000000+00:00\", \"2019-01-06 09:26:24.000000+00:00\", \"2021-09-12 04:52:05.000000+00:00\"], \"session_ids\": [\"e0d77d9b-2b17-43d3-a6c1-1553fdc98e6b\", \"69a42a31-694c-48c0-b641-2d47baa1cf00\", \"8ace85f5-fb27-461f-9e40-6acedc72b6fe\"], \"total_duration\": 818.0, \"total_sessions\": 3, \"mean_week_duration\": 5.843}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are 17"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[17, 47]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I have a curiosity about 3 users who hold the bottom position in sessions summation , carry out sorting by all sessions quantity from the smallest to the largest."
}
] |
[
{
"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{\"69137\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-11-26 03:35:03.000000+00:00\", \"2023-05-05 09:32:21.000000+00:00\", \"2020-01-25 07:46:47.000000+00:00\", \"2020-02-23 18:13:03.000000+00:00\"], \"session_ids\": [\"63dfc616-1d14-4596-b303-db0fa786907c\", \"9b05e486-c12c-410c-ae5f-7dfc4eac2969\", \"97e70ebf-460e-47cb-8403-8ad5616e3ed7\", \"96eefc9a-c1c3-4824-b460-03170f7e9181\"], \"total_duration\": 313.0, \"total_sessions\": 4, \"mean_week_duration\": 1.83}, \"82250\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-07-16 05:00:14.000000+00:00\", \"2019-10-16 23:43:05.000000+00:00\"], \"session_ids\": [\"de9c06fe-7703-4ce1-8860-dcc89d456ab0\", \"bfaf5ff7-a2b0-4af7-a02e-4ecb3954817e\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.272}, \"72578\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-05-04 18:20:57.000000+00:00\", \"2022-06-26 23:19:47.000000+00:00\"], \"session_ids\": [\"27b6fbfc-590c-49c3-b703-76a7e4926edd\", \"326419dd-f24b-4a0d-a7fc-9cbe674e1f20\"], \"total_duration\": 211.0, \"total_sessions\": 2, \"mean_week_duration\": 4.689}, \"31857\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-05-05 08:14:05.000000+00:00\", \"2019-06-16 21:09:01.000000+00:00\"], \"session_ids\": [\"b697f1c8-bda4-40c3-8312-ee5c7e522b76\", \"dc78cef6-5953-4149-b771-d28c7afec7a0\"], \"total_duration\": 419.0, \"total_sessions\": 2, \"mean_week_duration\": 69.833}, \"91423\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2021-06-16 20:19:13.000000+00:00\", \"2021-05-01 09:45:25.000000+00:00\", \"2020-03-02 22:58:06.000000+00:00\"], \"session_ids\": [\"87b621c5-d0cb-4f6c-87d4-fcf9afbd4176\", \"6f2360d8-ba3d-4070-a099-0627b51ee8d0\", \"aaf3de72-2a22-4d04-a011-bc9de66dd53b\"], \"total_duration\": 630.0, \"total_sessions\": 3, \"mean_week_duration\": 9.265}, \"48776\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-09-12 14:51:55.000000+00:00\", \"2021-07-24 02:31:26.000000+00:00\"], \"session_ids\": [\"3453b0f0-54bc-4280-bc7b-9fc48224a267\", \"e711163f-0c4e-4a6a-80c6-22d731a5352f\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 17.125}, \"93997\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-05-08 07:31:10.000000+00:00\", \"2020-05-24 10:32:05.000000+00:00\", \"2023-04-20 00:35:04.000000+00:00\", \"2019-06-03 09:05:49.000000+00:00\"], \"session_ids\": [\"0863583a-82ed-4832-8c8c-79fb250557fa\", \"95b4dd88-65f3-421f-adf2-091e13513960\", \"54b9715a-9b75-431e-8c93-17ad43897b42\", \"e46e93db-2c8d-45af-a129-0671330585f1\"], \"total_duration\": 335.0, \"total_sessions\": 4, \"mean_week_duration\": 1.65}, \"77989\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 11, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-02-13 11:10:04.000000+00:00\", \"2019-12-25 06:18:08.000000+00:00\"], \"session_ids\": [\"3528de3b-e929-4a45-9fc4-b9295a5b4f5d\", \"ed3932c7-d892-49f5-a687-adbb1ae85242\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.305}, \"68921\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-09 16:45:38.000000+00:00\", \"2019-12-20 12:32:02.000000+00:00\", \"2023-02-22 20:32:49.000000+00:00\", \"2020-11-09 17:36:53.000000+00:00\"], \"session_ids\": [\"6698a3d6-cc78-4c66-acee-ee7be8bbf93d\", \"2fd05d63-02e8-423a-a162-3ce0b8dcd2a7\", \"e2e3d003-11fa-4558-83b5-3f0aa4debafb\", \"d0cb9d0a-5956-4a37-9b0c-323cded18f23\"], \"total_duration\": 1646.0, \"total_sessions\": 4, \"mean_week_duration\": 9.916}, \"39982\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-09-23 01:14:52.000000+00:00\", \"2020-10-20 23:35:11.000000+00:00\"], \"session_ids\": [\"e526563d-a99e-4548-96e4-7aefe153dfd3\", \"cdda2a91-7dc6-46ca-bcdd-1d5703ecda44\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 1.837}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the lowest 3 total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": false, \"quant_to_remain\": 3}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"82250\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-07-16 05:00:14.000000+00:00\", \"2019-10-16 23:43:05.000000+00:00\"], \"session_ids\": [\"de9c06fe-7703-4ce1-8860-dcc89d456ab0\", \"bfaf5ff7-a2b0-4af7-a02e-4ecb3954817e\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.272}}, {\"72578\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-05-04 18:20:57.000000+00:00\", \"2022-06-26 23:19:47.000000+00:00\"], \"session_ids\": [\"27b6fbfc-590c-49c3-b703-76a7e4926edd\", \"326419dd-f24b-4a0d-a7fc-9cbe674e1f20\"], \"total_duration\": 211.0, \"total_sessions\": 2, \"mean_week_duration\": 4.689}}, {\"31857\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-05-05 08:14:05.000000+00:00\", \"2019-06-16 21:09:01.000000+00:00\"], \"session_ids\": [\"b697f1c8-bda4-40c3-8312-ee5c7e522b76\", \"dc78cef6-5953-4149-b771-d28c7afec7a0\"], \"total_duration\": 419.0, \"total_sessions\": 2, \"mean_week_duration\": 69.833}}]\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[{\"82250\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-07-16 05:00:14.000000+00:00\", \"2019-10-16 23:43:05.000000+00:00\"], \"session_ids\": [\"de9c06fe-7703-4ce1-8860-dcc89d456ab0\", \"bfaf5ff7-a2b0-4af7-a02e-4ecb3954817e\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.272}}, {\"72578\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-05-04 18:20:57.000000+00:00\", \"2022-06-26 23:19:47.000000+00:00\"], \"session_ids\": [\"27b6fbfc-590c-49c3-b703-76a7e4926edd\", \"326419dd-f24b-4a0d-a7fc-9cbe674e1f20\"], \"total_duration\": 211.0, \"total_sessions\": 2, \"mean_week_duration\": 4.689}}, {\"31857\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-05-05 08:14:05.000000+00:00\", \"2019-06-16 21:09:01.000000+00:00\"], \"session_ids\": [\"b697f1c8-bda4-40c3-8312-ee5c7e522b76\", \"dc78cef6-5953-4149-b771-d28c7afec7a0\"], \"total_duration\": 419.0, \"total_sessions\": 2, \"mean_week_duration\": 69.833}}]\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[{\"82250\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-07-16 05:00:14.000000+00:00\", \"2019-10-16 23:43:05.000000+00:00\"], \"session_ids\": [\"de9c06fe-7703-4ce1-8860-dcc89d456ab0\", \"bfaf5ff7-a2b0-4af7-a02e-4ecb3954817e\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.272}}, {\"72578\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-05-04 18:20:57.000000+00:00\", \"2022-06-26 23:19:47.000000+00:00\"], \"session_ids\": [\"27b6fbfc-590c-49c3-b703-76a7e4926edd\", \"326419dd-f24b-4a0d-a7fc-9cbe674e1f20\"], \"total_duration\": 211.0, \"total_sessions\": 2, \"mean_week_duration\": 4.689}}, {\"31857\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-05-05 08:14:05.000000+00:00\", \"2019-06-16 21:09:01.000000+00:00\"], \"session_ids\": [\"b697f1c8-bda4-40c3-8312-ee5c7e522b76\", \"dc78cef6-5953-4149-b771-d28c7afec7a0\"], \"total_duration\": 419.0, \"total_sessions\": 2, \"mean_week_duration\": 69.833}}]\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[{\"82250\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-07-16 05:00:14.000000+00:00\", \"2019-10-16 23:43:05.000000+00:00\"], \"session_ids\": [\"de9c06fe-7703-4ce1-8860-dcc89d456ab0\", \"bfaf5ff7-a2b0-4af7-a02e-4ecb3954817e\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.272}}, {\"72578\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-05-04 18:20:57.000000+00:00\", \"2022-06-26 23:19:47.000000+00:00\"], \"session_ids\": [\"27b6fbfc-590c-49c3-b703-76a7e4926edd\", \"326419dd-f24b-4a0d-a7fc-9cbe674e1f20\"], \"total_duration\": 211.0, \"total_sessions\": 2, \"mean_week_duration\": 4.689}}, {\"31857\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-05-05 08:14:05.000000+00:00\", \"2019-06-16 21:09:01.000000+00:00\"], \"session_ids\": [\"b697f1c8-bda4-40c3-8312-ee5c7e522b76\", \"dc78cef6-5953-4149-b771-d28c7afec7a0\"], \"total_duration\": 419.0, \"total_sessions\": 2, \"mean_week_duration\": 69.833}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about 3 users who don't belong to city Johannesburg + carry out sorting by total amount of duration form the highest value to the lowest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"70526\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-05-10 00:57:44.000000+00:00\", \"2021-01-25 21:52:02.000000+00:00\", \"2020-08-27 10:49:58.000000+00:00\", \"2022-03-11 20:49:37.000000+00:00\", \"2020-01-24 18:06:55.000000+00:00\", \"2020-07-18 09:55:21.000000+00:00\", \"2020-05-06 09:10:17.000000+00:00\", \"2022-08-01 12:26:11.000000+00:00\", \"2023-05-25 04:45:21.000000+00:00\"], \"session_ids\": [\"d9c504d5-9f0d-48b9-892f-b14b9cf53da7\", \"fcf0834d-8233-4f80-81a3-85a8ebd327ac\", \"9d66b0b8-b901-4413-bd8f-b76c2dfc8dac\", \"462ae95e-5672-40cf-9115-f1619eef0e77\", \"de1c097f-f888-48b8-a62e-bdf146b84acf\", \"57114331-3357-40f9-9504-664240d3e618\", \"99eaf43e-cfc5-4aee-884c-fddbcc7d8d13\", \"f7a93d9d-11bc-44a6-ae14-e06d9dc3f8e7\", \"1b9de4cf-4bd8-4ecc-bb5a-65785d9642bd\"], \"total_duration\": 942.0, \"total_sessions\": 9, \"mean_week_duration\": 5.414}, \"9060\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-04-10 07:10:32.000000+00:00\", \"2021-07-09 05:07:16.000000+00:00\", \"2019-10-28 00:57:43.000000+00:00\", \"2019-10-25 05:01:54.000000+00:00\", \"2023-01-07 20:09:17.000000+00:00\"], \"session_ids\": [\"ad237b66-6b82-47b5-b36f-ad88e2d1bb35\", \"359cd9d7-6b71-4a70-ae83-a73f287ea458\", \"8c23b97c-9d18-495c-a25a-38d995ce20ca\", \"99487bd4-8b44-4eb2-a189-36b99e5291ee\", \"fcede9d2-62fa-418f-a675-c1cbb829f18e\"], \"total_duration\": 597.0, \"total_sessions\": 5, \"mean_week_duration\": 3.046}, \"55659\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-09-06 05:58:08.000000+00:00\", \"2021-04-01 22:13:55.000000+00:00\", \"2020-07-22 21:35:57.000000+00:00\", \"2020-07-16 20:33:21.000000+00:00\", \"2019-11-25 21:18:45.000000+00:00\", \"2019-08-17 16:33:09.000000+00:00\"], \"session_ids\": [\"ab08adfa-2358-4b80-890c-9a95b6a29be0\", \"2a1a5a60-3ce6-4ad8-ab8c-bcfa751eaf07\", \"4e5706bf-53a8-4638-9116-1acc8689bb80\", \"29e338e0-c9c7-409e-9e95-1c361d39df1c\", \"f7a3edd6-4c37-475b-8f42-c47ad1f16d6f\", \"23c319a6-b2d0-4d3a-9076-661e7497c0fc\"], \"total_duration\": 211.0, \"total_sessions\": 6, \"mean_week_duration\": 1.319}, \"58372\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-08-19 21:30:52.000000+00:00\", \"2021-11-02 23:19:52.000000+00:00\"], \"session_ids\": [\"5608a1b9-5b3f-448b-92d8-2d83e89bc94a\", \"d7f73ffd-df9a-4510-bc48-167a930344d4\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 12.636}, \"65667\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-22 02:02:12.000000+00:00\", \"2020-10-09 22:32:28.000000+00:00\", \"2022-04-10 23:53:38.000000+00:00\", \"2021-10-28 11:41:14.000000+00:00\"], \"session_ids\": [\"706b7ffa-f94f-4094-a1ce-6fedc819e728\", \"7f932a23-527f-48f2-b4d6-abc5283969a8\", \"fdd50904-0517-427c-8258-41a8282a50d6\", \"2d170ab2-8995-45d0-a7c1-b77d2f1cc23f\"], \"total_duration\": 139.0, \"total_sessions\": 4, \"mean_week_duration\": 1.738}, \"12387\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-09-17 03:12:53.000000+00:00\", \"2021-07-02 03:19:42.000000+00:00\"], \"session_ids\": [\"d4f7a25c-eb9f-488f-bc11-d97771f06da4\", \"75fa3062-329d-468b-acb6-81c279f0242e\"], \"total_duration\": 248.0, \"total_sessions\": 2, \"mean_week_duration\": 2.638}, \"50551\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-07-27 16:37:10.000000+00:00\", \"2019-07-27 17:09:22.000000+00:00\"], \"session_ids\": [\"d4bc4af9-bc83-4a51-bb34-08b8eec3f871\", \"afa9ab60-c328-451e-84f5-6503f7be364f\"], \"total_duration\": 484.0, \"total_sessions\": 2, \"mean_week_duration\": 484.0}, \"91421\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 6, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-08-15 06:55:15.000000+00:00\", \"2020-06-11 06:39:30.000000+00:00\"], \"session_ids\": [\"962e4737-d14e-48f5-8527-cd92f683af77\", \"bcbf38bb-bec2-4b81-96f5-a6c213bec760\"], \"total_duration\": 145.0, \"total_sessions\": 2, \"mean_week_duration\": 3.372}, \"99410\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-10-14 23:00:49.000000+00:00\", \"2020-11-24 09:55:50.000000+00:00\", \"2019-10-05 23:58:23.000000+00:00\", \"2020-10-22 19:02:49.000000+00:00\", \"2020-06-24 02:55:08.000000+00:00\", \"2019-04-28 12:26:03.000000+00:00\", \"2023-01-16 18:47:13.000000+00:00\"], \"session_ids\": [\"05a90284-13cb-498c-a902-e7d0c84d6051\", \"cf5a98b5-d9f2-47e6-b967-412d397ed465\", \"52ab4aa9-a9c5-4b38-b50b-4832d1c92511\", \"810ed27d-bbeb-414b-bae5-c53f8cc5c005\", \"684eb21b-64f8-4b04-b81d-9c5f54e7b2f5\", \"d1f21210-2c8d-4e03-b8bf-15df5b61bc77\", \"e5b2e37a-de64-4878-84f0-e6116f715ea6\"], \"total_duration\": 565.0, \"total_sessions\": 7, \"mean_week_duration\": 2.897}, \"14866\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-04 00:29:05.000000+00:00\", \"2022-09-27 23:44:13.000000+00:00\", \"2021-05-07 18:04:56.000000+00:00\"], \"session_ids\": [\"8e9eacf7-7b8b-44b4-bfcc-6509a3a985a7\", \"16760869-4491-426c-bbeb-580439a0f12f\", \"c52ff8bc-e4dd-47cc-9e3f-cd9fbfc5d554\"], \"total_duration\": 778.0, \"total_sessions\": 3, \"mean_week_duration\": 6.43}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not Johannesburg"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Johannesburg\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"70526\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-05-10 00:57:44.000000+00:00\", \"2021-01-25 21:52:02.000000+00:00\", \"2020-08-27 10:49:58.000000+00:00\", \"2022-03-11 20:49:37.000000+00:00\", \"2020-01-24 18:06:55.000000+00:00\", \"2020-07-18 09:55:21.000000+00:00\", \"2020-05-06 09:10:17.000000+00:00\", \"2022-08-01 12:26:11.000000+00:00\", \"2023-05-25 04:45:21.000000+00:00\"], \"session_ids\": [\"d9c504d5-9f0d-48b9-892f-b14b9cf53da7\", \"fcf0834d-8233-4f80-81a3-85a8ebd327ac\", \"9d66b0b8-b901-4413-bd8f-b76c2dfc8dac\", \"462ae95e-5672-40cf-9115-f1619eef0e77\", \"de1c097f-f888-48b8-a62e-bdf146b84acf\", \"57114331-3357-40f9-9504-664240d3e618\", \"99eaf43e-cfc5-4aee-884c-fddbcc7d8d13\", \"f7a93d9d-11bc-44a6-ae14-e06d9dc3f8e7\", \"1b9de4cf-4bd8-4ecc-bb5a-65785d9642bd\"], \"total_duration\": 942.0, \"total_sessions\": 9, \"mean_week_duration\": 5.414}, \"9060\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-04-10 07:10:32.000000+00:00\", \"2021-07-09 05:07:16.000000+00:00\", \"2019-10-28 00:57:43.000000+00:00\", \"2019-10-25 05:01:54.000000+00:00\", \"2023-01-07 20:09:17.000000+00:00\"], \"session_ids\": [\"ad237b66-6b82-47b5-b36f-ad88e2d1bb35\", \"359cd9d7-6b71-4a70-ae83-a73f287ea458\", \"8c23b97c-9d18-495c-a25a-38d995ce20ca\", \"99487bd4-8b44-4eb2-a189-36b99e5291ee\", \"fcede9d2-62fa-418f-a675-c1cbb829f18e\"], \"total_duration\": 597.0, \"total_sessions\": 5, \"mean_week_duration\": 3.046}, \"55659\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-09-06 05:58:08.000000+00:00\", \"2021-04-01 22:13:55.000000+00:00\", \"2020-07-22 21:35:57.000000+00:00\", \"2020-07-16 20:33:21.000000+00:00\", \"2019-11-25 21:18:45.000000+00:00\", \"2019-08-17 16:33:09.000000+00:00\"], \"session_ids\": [\"ab08adfa-2358-4b80-890c-9a95b6a29be0\", \"2a1a5a60-3ce6-4ad8-ab8c-bcfa751eaf07\", \"4e5706bf-53a8-4638-9116-1acc8689bb80\", \"29e338e0-c9c7-409e-9e95-1c361d39df1c\", \"f7a3edd6-4c37-475b-8f42-c47ad1f16d6f\", \"23c319a6-b2d0-4d3a-9076-661e7497c0fc\"], \"total_duration\": 211.0, \"total_sessions\": 6, \"mean_week_duration\": 1.319}, \"58372\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-08-19 21:30:52.000000+00:00\", \"2021-11-02 23:19:52.000000+00:00\"], \"session_ids\": [\"5608a1b9-5b3f-448b-92d8-2d83e89bc94a\", \"d7f73ffd-df9a-4510-bc48-167a930344d4\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 12.636}, \"65667\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-22 02:02:12.000000+00:00\", \"2020-10-09 22:32:28.000000+00:00\", \"2022-04-10 23:53:38.000000+00:00\", \"2021-10-28 11:41:14.000000+00:00\"], \"session_ids\": [\"706b7ffa-f94f-4094-a1ce-6fedc819e728\", \"7f932a23-527f-48f2-b4d6-abc5283969a8\", \"fdd50904-0517-427c-8258-41a8282a50d6\", \"2d170ab2-8995-45d0-a7c1-b77d2f1cc23f\"], \"total_duration\": 139.0, \"total_sessions\": 4, \"mean_week_duration\": 1.738}, \"12387\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-09-17 03:12:53.000000+00:00\", \"2021-07-02 03:19:42.000000+00:00\"], \"session_ids\": [\"d4f7a25c-eb9f-488f-bc11-d97771f06da4\", \"75fa3062-329d-468b-acb6-81c279f0242e\"], \"total_duration\": 248.0, \"total_sessions\": 2, \"mean_week_duration\": 2.638}, \"50551\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-07-27 16:37:10.000000+00:00\", \"2019-07-27 17:09:22.000000+00:00\"], \"session_ids\": [\"d4bc4af9-bc83-4a51-bb34-08b8eec3f871\", \"afa9ab60-c328-451e-84f5-6503f7be364f\"], \"total_duration\": 484.0, \"total_sessions\": 2, \"mean_week_duration\": 484.0}, \"91421\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 6, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-08-15 06:55:15.000000+00:00\", \"2020-06-11 06:39:30.000000+00:00\"], \"session_ids\": [\"962e4737-d14e-48f5-8527-cd92f683af77\", \"bcbf38bb-bec2-4b81-96f5-a6c213bec760\"], \"total_duration\": 145.0, \"total_sessions\": 2, \"mean_week_duration\": 3.372}, \"99410\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-10-14 23:00:49.000000+00:00\", \"2020-11-24 09:55:50.000000+00:00\", \"2019-10-05 23:58:23.000000+00:00\", \"2020-10-22 19:02:49.000000+00:00\", \"2020-06-24 02:55:08.000000+00:00\", \"2019-04-28 12:26:03.000000+00:00\", \"2023-01-16 18:47:13.000000+00:00\"], \"session_ids\": [\"05a90284-13cb-498c-a902-e7d0c84d6051\", \"cf5a98b5-d9f2-47e6-b967-412d397ed465\", \"52ab4aa9-a9c5-4b38-b50b-4832d1c92511\", \"810ed27d-bbeb-414b-bae5-c53f8cc5c005\", \"684eb21b-64f8-4b04-b81d-9c5f54e7b2f5\", \"d1f21210-2c8d-4e03-b8bf-15df5b61bc77\", \"e5b2e37a-de64-4878-84f0-e6116f715ea6\"], \"total_duration\": 565.0, \"total_sessions\": 7, \"mean_week_duration\": 2.897}, \"14866\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-04 00:29:05.000000+00:00\", \"2022-09-27 23:44:13.000000+00:00\", \"2021-05-07 18:04:56.000000+00:00\"], \"session_ids\": [\"8e9eacf7-7b8b-44b4-bfcc-6509a3a985a7\", \"16760869-4491-426c-bbeb-580439a0f12f\", \"c52ff8bc-e4dd-47cc-9e3f-cd9fbfc5d554\"], \"total_duration\": 778.0, \"total_sessions\": 3, \"mean_week_duration\": 6.43}}\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[{\"70526\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-05-10 00:57:44.000000+00:00\", \"2021-01-25 21:52:02.000000+00:00\", \"2020-08-27 10:49:58.000000+00:00\", \"2022-03-11 20:49:37.000000+00:00\", \"2020-01-24 18:06:55.000000+00:00\", \"2020-07-18 09:55:21.000000+00:00\", \"2020-05-06 09:10:17.000000+00:00\", \"2022-08-01 12:26:11.000000+00:00\", \"2023-05-25 04:45:21.000000+00:00\"], \"session_ids\": [\"d9c504d5-9f0d-48b9-892f-b14b9cf53da7\", \"fcf0834d-8233-4f80-81a3-85a8ebd327ac\", \"9d66b0b8-b901-4413-bd8f-b76c2dfc8dac\", \"462ae95e-5672-40cf-9115-f1619eef0e77\", \"de1c097f-f888-48b8-a62e-bdf146b84acf\", \"57114331-3357-40f9-9504-664240d3e618\", \"99eaf43e-cfc5-4aee-884c-fddbcc7d8d13\", \"f7a93d9d-11bc-44a6-ae14-e06d9dc3f8e7\", \"1b9de4cf-4bd8-4ecc-bb5a-65785d9642bd\"], \"total_duration\": 942.0, \"total_sessions\": 9, \"mean_week_duration\": 5.414}}, {\"14866\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-04 00:29:05.000000+00:00\", \"2022-09-27 23:44:13.000000+00:00\", \"2021-05-07 18:04:56.000000+00:00\"], \"session_ids\": [\"8e9eacf7-7b8b-44b4-bfcc-6509a3a985a7\", \"16760869-4491-426c-bbeb-580439a0f12f\", \"c52ff8bc-e4dd-47cc-9e3f-cd9fbfc5d554\"], \"total_duration\": 778.0, \"total_sessions\": 3, \"mean_week_duration\": 6.43}}, {\"9060\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-04-10 07:10:32.000000+00:00\", \"2021-07-09 05:07:16.000000+00:00\", \"2019-10-28 00:57:43.000000+00:00\", \"2019-10-25 05:01:54.000000+00:00\", \"2023-01-07 20:09:17.000000+00:00\"], \"session_ids\": [\"ad237b66-6b82-47b5-b36f-ad88e2d1bb35\", \"359cd9d7-6b71-4a70-ae83-a73f287ea458\", \"8c23b97c-9d18-495c-a25a-38d995ce20ca\", \"99487bd4-8b44-4eb2-a189-36b99e5291ee\", \"fcede9d2-62fa-418f-a675-c1cbb829f18e\"], \"total_duration\": 597.0, \"total_sessions\": 5, \"mean_week_duration\": 3.046}}, {\"99410\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-10-14 23:00:49.000000+00:00\", \"2020-11-24 09:55:50.000000+00:00\", \"2019-10-05 23:58:23.000000+00:00\", \"2020-10-22 19:02:49.000000+00:00\", \"2020-06-24 02:55:08.000000+00:00\", \"2019-04-28 12:26:03.000000+00:00\", \"2023-01-16 18:47:13.000000+00:00\"], \"session_ids\": [\"05a90284-13cb-498c-a902-e7d0c84d6051\", \"cf5a98b5-d9f2-47e6-b967-412d397ed465\", \"52ab4aa9-a9c5-4b38-b50b-4832d1c92511\", \"810ed27d-bbeb-414b-bae5-c53f8cc5c005\", \"684eb21b-64f8-4b04-b81d-9c5f54e7b2f5\", \"d1f21210-2c8d-4e03-b8bf-15df5b61bc77\", \"e5b2e37a-de64-4878-84f0-e6116f715ea6\"], \"total_duration\": 565.0, \"total_sessions\": 7, \"mean_week_duration\": 2.897}}, {\"50551\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-07-27 16:37:10.000000+00:00\", \"2019-07-27 17:09:22.000000+00:00\"], \"session_ids\": [\"d4bc4af9-bc83-4a51-bb34-08b8eec3f871\", \"afa9ab60-c328-451e-84f5-6503f7be364f\"], \"total_duration\": 484.0, \"total_sessions\": 2, \"mean_week_duration\": 484.0}}, {\"12387\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-09-17 03:12:53.000000+00:00\", \"2021-07-02 03:19:42.000000+00:00\"], \"session_ids\": [\"d4f7a25c-eb9f-488f-bc11-d97771f06da4\", \"75fa3062-329d-468b-acb6-81c279f0242e\"], \"total_duration\": 248.0, \"total_sessions\": 2, \"mean_week_duration\": 2.638}}, {\"55659\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-09-06 05:58:08.000000+00:00\", \"2021-04-01 22:13:55.000000+00:00\", \"2020-07-22 21:35:57.000000+00:00\", \"2020-07-16 20:33:21.000000+00:00\", \"2019-11-25 21:18:45.000000+00:00\", \"2019-08-17 16:33:09.000000+00:00\"], \"session_ids\": [\"ab08adfa-2358-4b80-890c-9a95b6a29be0\", \"2a1a5a60-3ce6-4ad8-ab8c-bcfa751eaf07\", \"4e5706bf-53a8-4638-9116-1acc8689bb80\", \"29e338e0-c9c7-409e-9e95-1c361d39df1c\", \"f7a3edd6-4c37-475b-8f42-c47ad1f16d6f\", \"23c319a6-b2d0-4d3a-9076-661e7497c0fc\"], \"total_duration\": 211.0, \"total_sessions\": 6, \"mean_week_duration\": 1.319}}, {\"91421\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 6, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-08-15 06:55:15.000000+00:00\", \"2020-06-11 06:39:30.000000+00:00\"], \"session_ids\": [\"962e4737-d14e-48f5-8527-cd92f683af77\", \"bcbf38bb-bec2-4b81-96f5-a6c213bec760\"], \"total_duration\": 145.0, \"total_sessions\": 2, \"mean_week_duration\": 3.372}}, {\"58372\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-08-19 21:30:52.000000+00:00\", \"2021-11-02 23:19:52.000000+00:00\"], \"session_ids\": [\"5608a1b9-5b3f-448b-92d8-2d83e89bc94a\", \"d7f73ffd-df9a-4510-bc48-167a930344d4\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 12.636}}, {\"65667\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-22 02:02:12.000000+00:00\", \"2020-10-09 22:32:28.000000+00:00\", \"2022-04-10 23:53:38.000000+00:00\", \"2021-10-28 11:41:14.000000+00:00\"], \"session_ids\": [\"706b7ffa-f94f-4094-a1ce-6fedc819e728\", \"7f932a23-527f-48f2-b4d6-abc5283969a8\", \"fdd50904-0517-427c-8258-41a8282a50d6\", \"2d170ab2-8995-45d0-a7c1-b77d2f1cc23f\"], \"total_duration\": 139.0, \"total_sessions\": 4, \"mean_week_duration\": 1.738}}]\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[{\"70526\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-05-10 00:57:44.000000+00:00\", \"2021-01-25 21:52:02.000000+00:00\", \"2020-08-27 10:49:58.000000+00:00\", \"2022-03-11 20:49:37.000000+00:00\", \"2020-01-24 18:06:55.000000+00:00\", \"2020-07-18 09:55:21.000000+00:00\", \"2020-05-06 09:10:17.000000+00:00\", \"2022-08-01 12:26:11.000000+00:00\", \"2023-05-25 04:45:21.000000+00:00\"], \"session_ids\": [\"d9c504d5-9f0d-48b9-892f-b14b9cf53da7\", \"fcf0834d-8233-4f80-81a3-85a8ebd327ac\", \"9d66b0b8-b901-4413-bd8f-b76c2dfc8dac\", \"462ae95e-5672-40cf-9115-f1619eef0e77\", \"de1c097f-f888-48b8-a62e-bdf146b84acf\", \"57114331-3357-40f9-9504-664240d3e618\", \"99eaf43e-cfc5-4aee-884c-fddbcc7d8d13\", \"f7a93d9d-11bc-44a6-ae14-e06d9dc3f8e7\", \"1b9de4cf-4bd8-4ecc-bb5a-65785d9642bd\"], \"total_duration\": 942.0, \"total_sessions\": 9, \"mean_week_duration\": 5.414}}, {\"14866\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-04 00:29:05.000000+00:00\", \"2022-09-27 23:44:13.000000+00:00\", \"2021-05-07 18:04:56.000000+00:00\"], \"session_ids\": [\"8e9eacf7-7b8b-44b4-bfcc-6509a3a985a7\", \"16760869-4491-426c-bbeb-580439a0f12f\", \"c52ff8bc-e4dd-47cc-9e3f-cd9fbfc5d554\"], \"total_duration\": 778.0, \"total_sessions\": 3, \"mean_week_duration\": 6.43}}, {\"9060\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-04-10 07:10:32.000000+00:00\", \"2021-07-09 05:07:16.000000+00:00\", \"2019-10-28 00:57:43.000000+00:00\", \"2019-10-25 05:01:54.000000+00:00\", \"2023-01-07 20:09:17.000000+00:00\"], \"session_ids\": [\"ad237b66-6b82-47b5-b36f-ad88e2d1bb35\", \"359cd9d7-6b71-4a70-ae83-a73f287ea458\", \"8c23b97c-9d18-495c-a25a-38d995ce20ca\", \"99487bd4-8b44-4eb2-a189-36b99e5291ee\", \"fcede9d2-62fa-418f-a675-c1cbb829f18e\"], \"total_duration\": 597.0, \"total_sessions\": 5, \"mean_week_duration\": 3.046}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"70526\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-05-10 00:57:44.000000+00:00\", \"2021-01-25 21:52:02.000000+00:00\", \"2020-08-27 10:49:58.000000+00:00\", \"2022-03-11 20:49:37.000000+00:00\", \"2020-01-24 18:06:55.000000+00:00\", \"2020-07-18 09:55:21.000000+00:00\", \"2020-05-06 09:10:17.000000+00:00\", \"2022-08-01 12:26:11.000000+00:00\", \"2023-05-25 04:45:21.000000+00:00\"], \"session_ids\": [\"d9c504d5-9f0d-48b9-892f-b14b9cf53da7\", \"fcf0834d-8233-4f80-81a3-85a8ebd327ac\", \"9d66b0b8-b901-4413-bd8f-b76c2dfc8dac\", \"462ae95e-5672-40cf-9115-f1619eef0e77\", \"de1c097f-f888-48b8-a62e-bdf146b84acf\", \"57114331-3357-40f9-9504-664240d3e618\", \"99eaf43e-cfc5-4aee-884c-fddbcc7d8d13\", \"f7a93d9d-11bc-44a6-ae14-e06d9dc3f8e7\", \"1b9de4cf-4bd8-4ecc-bb5a-65785d9642bd\"], \"total_duration\": 942.0, \"total_sessions\": 9, \"mean_week_duration\": 5.414}}, {\"14866\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-04 00:29:05.000000+00:00\", \"2022-09-27 23:44:13.000000+00:00\", \"2021-05-07 18:04:56.000000+00:00\"], \"session_ids\": [\"8e9eacf7-7b8b-44b4-bfcc-6509a3a985a7\", \"16760869-4491-426c-bbeb-580439a0f12f\", \"c52ff8bc-e4dd-47cc-9e3f-cd9fbfc5d554\"], \"total_duration\": 778.0, \"total_sessions\": 3, \"mean_week_duration\": 6.43}}, {\"9060\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-04-10 07:10:32.000000+00:00\", \"2021-07-09 05:07:16.000000+00:00\", \"2019-10-28 00:57:43.000000+00:00\", \"2019-10-25 05:01:54.000000+00:00\", \"2023-01-07 20:09:17.000000+00:00\"], \"session_ids\": [\"ad237b66-6b82-47b5-b36f-ad88e2d1bb35\", \"359cd9d7-6b71-4a70-ae83-a73f287ea458\", \"8c23b97c-9d18-495c-a25a-38d995ce20ca\", \"99487bd4-8b44-4eb2-a189-36b99e5291ee\", \"fcede9d2-62fa-418f-a675-c1cbb829f18e\"], \"total_duration\": 597.0, \"total_sessions\": 5, \"mean_week_duration\": 3.046}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I need to get information about 2 users with a site usage time per week that is above 14 and below 47 and execute sorting by total amount of duration in asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"96628\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-02-01 10:37:01.000000+00:00\", \"2023-05-21 05:56:03.000000+00:00\"], \"session_ids\": [\"0e519a6d-2e6f-4292-9371-b8937e009489\", \"fd8f6d63-b049-441d-9fef-f91dbf2d9ae7\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 8.312}, \"19068\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-01-31 08:14:54.000000+00:00\", \"2021-05-08 02:21:06.000000+00:00\", \"2020-10-16 11:10:41.000000+00:00\"], \"session_ids\": [\"d2c430f6-8ac9-489c-b5a3-eab07871a669\", \"fb9701e4-dc14-4059-a1dd-d970eb562beb\", \"18c562a9-4034-4d4e-89e8-431ae532407e\"], \"total_duration\": 40.0, \"total_sessions\": 3, \"mean_week_duration\": 0.588}, \"44854\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-03-28 15:00:22.000000+00:00\", \"2022-04-13 03:20:15.000000+00:00\"], \"session_ids\": [\"0dc4c09a-6080-4e63-b6bf-db601de1779b\", \"9034099c-18f3-4242-9ca5-0cca779d8bcd\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 1.2}, \"40817\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2021-09-27 15:26:20.000000+00:00\", \"2022-07-01 08:35:27.000000+00:00\", \"2022-07-17 07:18:37.000000+00:00\"], \"session_ids\": [\"725bd294-9594-4ba9-a5ad-a01a583bd420\", \"7161ce1b-4959-495f-b04e-3d6169963ba4\", \"27c01116-d3f9-48f0-b053-23d6de8fc8b4\"], \"total_duration\": 992.0, \"total_sessions\": 3, \"mean_week_duration\": 23.619}, \"61868\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-05-20 07:17:04.000000+00:00\", \"2023-03-19 22:02:06.000000+00:00\"], \"session_ids\": [\"cb34351d-d6eb-4a42-8c73-bc7c09df22ac\", \"35988ab0-8d41-4c76-bff1-d9f1bd95daa4\"], \"total_duration\": 191.0, \"total_sessions\": 2, \"mean_week_duration\": 1.99}, \"8852\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-01-01 12:50:49.000000+00:00\", \"2021-03-14 20:47:22.000000+00:00\", \"2022-12-10 10:41:12.000000+00:00\"], \"session_ids\": [\"ffc16b1f-02ff-42f1-8549-979cf2a48aab\", \"7b121a1f-1f5c-4cc2-873d-84fef437722f\", \"bee8f00a-144b-459c-9b61-a428b16f76e4\"], \"total_duration\": 335.0, \"total_sessions\": 3, \"mean_week_duration\": 1.626}, \"36887\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-14 00:20:56.000000+00:00\", \"2022-07-26 18:00:37.000000+00:00\", \"2020-01-13 11:35:18.000000+00:00\", \"2019-02-05 10:20:44.000000+00:00\", \"2021-04-27 05:40:24.000000+00:00\", \"2023-05-27 05:03:23.000000+00:00\"], \"session_ids\": [\"816bf668-2443-428c-86c3-2b60f173d775\", \"e4f1fda7-44a4-4bfc-9151-06ec5088e278\", \"5c34f071-dbc2-4a11-b852-d59b65ab3daa\", \"19e8997e-9151-415e-b4bd-b90463e4136f\", \"bb62af6a-3d48-4fad-b1d3-38755401e7aa\", \"e9fa5201-6c2a-4b33-a136-c955b6f0c531\"], \"total_duration\": 64.0, \"total_sessions\": 6, \"mean_week_duration\": 0.284}, \"31936\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-01-26 06:54:22.000000+00:00\", \"2019-09-25 18:53:23.000000+00:00\"], \"session_ids\": [\"57828ffa-cde4-4c5f-b79a-b1f8db1f2c09\", \"03e4b159-3040-4807-9b8d-cd67c6d22b27\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 14.944}, \"16019\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-12-31 09:47:51.000000+00:00\", \"2019-04-04 18:01:35.000000+00:00\", \"2021-08-26 12:35:08.000000+00:00\", \"2021-12-28 09:34:12.000000+00:00\"], \"session_ids\": [\"e93d8f9c-239a-4c13-93ba-cf3077669b95\", \"8d5cc374-b236-4a61-9e81-899c89d9e902\", \"46a1208e-21a1-4a55-acc1-fda73777e708\", \"7078555b-560c-4dc9-bd72-55c3b940b296\"], \"total_duration\": 1204.0, \"total_sessions\": 4, \"mean_week_duration\": 8.42}, \"84881\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-08-25 13:34:55.000000+00:00\", \"2022-04-13 04:42:23.000000+00:00\", \"2021-10-28 09:49:38.000000+00:00\", \"2022-03-23 18:46:14.000000+00:00\", \"2020-10-18 13:07:08.000000+00:00\"], \"session_ids\": [\"dfaf5c55-6b71-49de-8e72-c24c56adbc21\", \"cd257ed9-88a6-45e0-93ca-8d78a482a9a8\", \"9af05be6-b794-44ee-840f-56fda9fc643a\", \"7aee4ba0-8997-4108-8d38-d2674972e829\", \"75f907a5-40b4-47c0-87fc-579b91a863c6\"], \"total_duration\": 3859.0, \"total_sessions\": 5, \"mean_week_duration\": 39.784}}\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 14 and are equal or less than 47"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[14, 47]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"40817\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2021-09-27 15:26:20.000000+00:00\", \"2022-07-01 08:35:27.000000+00:00\", \"2022-07-17 07:18:37.000000+00:00\"], \"session_ids\": [\"725bd294-9594-4ba9-a5ad-a01a583bd420\", \"7161ce1b-4959-495f-b04e-3d6169963ba4\", \"27c01116-d3f9-48f0-b053-23d6de8fc8b4\"], \"total_duration\": 992.0, \"total_sessions\": 3, \"mean_week_duration\": 23.619}, \"31936\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-01-26 06:54:22.000000+00:00\", \"2019-09-25 18:53:23.000000+00:00\"], \"session_ids\": [\"57828ffa-cde4-4c5f-b79a-b1f8db1f2c09\", \"03e4b159-3040-4807-9b8d-cd67c6d22b27\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 14.944}, \"84881\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-08-25 13:34:55.000000+00:00\", \"2022-04-13 04:42:23.000000+00:00\", \"2021-10-28 09:49:38.000000+00:00\", \"2022-03-23 18:46:14.000000+00:00\", \"2020-10-18 13:07:08.000000+00:00\"], \"session_ids\": [\"dfaf5c55-6b71-49de-8e72-c24c56adbc21\", \"cd257ed9-88a6-45e0-93ca-8d78a482a9a8\", \"9af05be6-b794-44ee-840f-56fda9fc643a\", \"7aee4ba0-8997-4108-8d38-d2674972e829\", \"75f907a5-40b4-47c0-87fc-579b91a863c6\"], \"total_duration\": 3859.0, \"total_sessions\": 5, \"mean_week_duration\": 39.784}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"31936\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-01-26 06:54:22.000000+00:00\", \"2019-09-25 18:53:23.000000+00:00\"], \"session_ids\": [\"57828ffa-cde4-4c5f-b79a-b1f8db1f2c09\", \"03e4b159-3040-4807-9b8d-cd67c6d22b27\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 14.944}}, {\"40817\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2021-09-27 15:26:20.000000+00:00\", \"2022-07-01 08:35:27.000000+00:00\", \"2022-07-17 07:18:37.000000+00:00\"], \"session_ids\": [\"725bd294-9594-4ba9-a5ad-a01a583bd420\", \"7161ce1b-4959-495f-b04e-3d6169963ba4\", \"27c01116-d3f9-48f0-b053-23d6de8fc8b4\"], \"total_duration\": 992.0, \"total_sessions\": 3, \"mean_week_duration\": 23.619}}, {\"84881\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-08-25 13:34:55.000000+00:00\", \"2022-04-13 04:42:23.000000+00:00\", \"2021-10-28 09:49:38.000000+00:00\", \"2022-03-23 18:46:14.000000+00:00\", \"2020-10-18 13:07:08.000000+00:00\"], \"session_ids\": [\"dfaf5c55-6b71-49de-8e72-c24c56adbc21\", \"cd257ed9-88a6-45e0-93ca-8d78a482a9a8\", \"9af05be6-b794-44ee-840f-56fda9fc643a\", \"7aee4ba0-8997-4108-8d38-d2674972e829\", \"75f907a5-40b4-47c0-87fc-579b91a863c6\"], \"total_duration\": 3859.0, \"total_sessions\": 5, \"mean_week_duration\": 39.784}}]\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[{\"31936\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-01-26 06:54:22.000000+00:00\", \"2019-09-25 18:53:23.000000+00:00\"], \"session_ids\": [\"57828ffa-cde4-4c5f-b79a-b1f8db1f2c09\", \"03e4b159-3040-4807-9b8d-cd67c6d22b27\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 14.944}}, {\"40817\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2021-09-27 15:26:20.000000+00:00\", \"2022-07-01 08:35:27.000000+00:00\", \"2022-07-17 07:18:37.000000+00:00\"], \"session_ids\": [\"725bd294-9594-4ba9-a5ad-a01a583bd420\", \"7161ce1b-4959-495f-b04e-3d6169963ba4\", \"27c01116-d3f9-48f0-b053-23d6de8fc8b4\"], \"total_duration\": 992.0, \"total_sessions\": 3, \"mean_week_duration\": 23.619}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"31936\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-01-26 06:54:22.000000+00:00\", \"2019-09-25 18:53:23.000000+00:00\"], \"session_ids\": [\"57828ffa-cde4-4c5f-b79a-b1f8db1f2c09\", \"03e4b159-3040-4807-9b8d-cd67c6d22b27\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 14.944}}, {\"40817\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2021-09-27 15:26:20.000000+00:00\", \"2022-07-01 08:35:27.000000+00:00\", \"2022-07-17 07:18:37.000000+00:00\"], \"session_ids\": [\"725bd294-9594-4ba9-a5ad-a01a583bd420\", \"7161ce1b-4959-495f-b04e-3d6169963ba4\", \"27c01116-d3f9-48f0-b053-23d6de8fc8b4\"], \"total_duration\": 992.0, \"total_sessions\": 3, \"mean_week_duration\": 23.619}}]\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 users pieces of information whose total duration exceeds 1671 in addition apply sorting by app usage time in asc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"78743\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-04-17 14:59:42.000000+00:00\", \"2020-03-15 07:17:34.000000+00:00\"], \"session_ids\": [\"29ac4bc2-61b0-4c3f-b1b2-886407538946\", \"7b097de3-a5e0-419c-b7b1-592732eb5591\"], \"total_duration\": 231.0, \"total_sessions\": 2, \"mean_week_duration\": 46.2}, \"74165\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-05-25 06:13:34.000000+00:00\", \"2022-04-02 23:35:20.000000+00:00\", \"2022-08-07 14:26:14.000000+00:00\", \"2021-12-12 23:02:26.000000+00:00\"], \"session_ids\": [\"73a8e289-84f8-4e65-bdcc-bfc3ec70ad7c\", \"f749e90e-c7f4-43b4-8f85-05a326b38fec\", \"c41f5909-2cde-4c77-b139-743ffefbe4d6\", \"83d5b519-b4e4-43cc-8190-963a86297148\"], \"total_duration\": 906.0, \"total_sessions\": 4, \"mean_week_duration\": 5.393}, \"67553\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-05-09 00:53:06.000000+00:00\", \"2022-12-02 11:36:49.000000+00:00\", \"2019-05-05 14:19:05.000000+00:00\", \"2020-11-24 03:42:12.000000+00:00\", \"2019-12-16 10:34:12.000000+00:00\"], \"session_ids\": [\"842adf55-95ce-463d-85b7-82be561d3315\", \"a1861f9e-ebdb-468b-ae54-5bbda258380d\", \"9ec52e18-12de-4be1-ac9e-9d1c45a312b6\", \"6a334ed3-4510-44a0-83ab-68d718915791\", \"86e32640-0b8a-499f-9850-7d897e16fd65\"], \"total_duration\": 65.0, \"total_sessions\": 5, \"mean_week_duration\": 0.348}, \"97770\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-04-09 02:15:57.000000+00:00\", \"2023-03-07 08:31:31.000000+00:00\"], \"session_ids\": [\"bcc424c7-2a1c-42da-afb0-4fb4308ecca2\", \"bf553557-3aa0-4680-ac35-8313103d37dc\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 4.8}, \"70704\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-08-03 07:29:33.000000+00:00\", \"2022-05-29 01:07:29.000000+00:00\"], \"session_ids\": [\"1ed95761-69c4-4c7e-85e7-5b29ab39ac53\", \"2ba62b42-d3b4-4c1d-b76a-6f366f55cfb4\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 0.474}, \"84282\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-05 09:08:07.000000+00:00\", \"2021-06-25 16:48:02.000000+00:00\"], \"session_ids\": [\"6eab9d1f-ab07-47f9-8d2a-c769cbc38630\", \"88587eae-7c93-4b8c-a237-afcaf9b58ddf\"], \"total_duration\": 413.0, \"total_sessions\": 2, \"mean_week_duration\": 27.533}, \"23165\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-09-29 12:41:26.000000+00:00\", \"2022-08-23 21:54:45.000000+00:00\"], \"session_ids\": [\"7d3083ae-e6cd-43dc-a7c5-191391012576\", \"0e56afb4-0c29-4429-b6d3-255c37215bb9\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 1.101}, \"30601\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-12-13 11:00:16.000000+00:00\", \"2022-12-11 02:09:30.000000+00:00\", \"2023-04-22 18:22:09.000000+00:00\", \"2020-12-28 16:00:31.000000+00:00\", \"2020-12-21 12:51:22.000000+00:00\"], \"session_ids\": [\"58008763-197a-400d-b9d4-ef05af098a00\", \"730b0d3a-363c-474d-83b1-a2d58a1957aa\", \"dcbabcca-6d1e-4e2f-a16a-c962c8481d45\", \"8cbbd1bd-67f9-45c5-a9a3-bd2f5f115838\", \"edb7d1e7-8406-45f3-bbf2-5845104a0ee7\"], \"total_duration\": 40.0, \"total_sessions\": 5, \"mean_week_duration\": 0.325}, \"69275\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-06-25 20:23:16.000000+00:00\", \"2020-12-13 01:36:53.000000+00:00\", \"2020-05-07 06:33:09.000000+00:00\", \"2022-07-18 04:57:50.000000+00:00\"], \"session_ids\": [\"e40bfeb1-1911-4e48-8068-9d8a03d9db54\", \"5ce10ca9-3b22-4fe1-a369-f5e51c8f3dd4\", \"fae789a2-8795-41d5-9061-c996f7b5f895\", \"5c17e88a-7da9-437f-a564-736129a3eabe\"], \"total_duration\": 602.0, \"total_sessions\": 4, \"mean_week_duration\": 3.671}, \"32759\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-03-29 13:03:42.000000+00:00\", \"2019-10-02 00:26:49.000000+00:00\", \"2019-12-13 21:16:14.000000+00:00\"], \"session_ids\": [\"e46eb1e0-1ec1-4432-a2ee-3c181cafb179\", \"c17424c9-03e4-4ccf-b1f7-b8689217fa07\", \"1cddb409-66e4-4427-8c8e-faf2cdae7e3e\"], \"total_duration\": 155.0, \"total_sessions\": 3, \"mean_week_duration\": 1.987}}\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 1671"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\"]]}, \"all_values\": {\"total_duration\": [[1671, 3684]]}}}\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": "Show me 6 users who are topmost users based on duration of sessions per week in addition apply sorting by sessions summation desc , moreover get rid of all records, except 3."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"87788\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-01-05 10:26:02.000000+00:00\", \"2019-07-20 02:42:33.000000+00:00\"], \"session_ids\": [\"d26d30f5-d4ca-4440-931f-a17b365c2095\", \"4efbf7d6-cb43-4614-b375-89ee17fab19a\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 3.351}, \"76288\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-03-09 20:34:47.000000+00:00\", \"2019-05-20 04:51:10.000000+00:00\", \"2020-09-12 21:26:36.000000+00:00\", \"2020-07-13 11:22:05.000000+00:00\", \"2019-02-10 13:01:27.000000+00:00\", \"2020-02-12 00:48:55.000000+00:00\", \"2022-09-18 20:22:28.000000+00:00\", \"2019-05-04 09:48:17.000000+00:00\", \"2021-09-08 14:22:51.000000+00:00\"], \"session_ids\": [\"300235d2-14dc-44d7-b591-491ffc1cd7a4\", \"e65ab9b4-8c23-404a-beba-a0eea94652ae\", \"0a88af12-e4cc-4bf7-a10c-f0dea97adcef\", \"d1fe7ca1-fdca-425d-97d3-18aeaf93b4ae\", \"5f72c22b-4c90-4e99-8d18-6ff0fd4273f3\", \"5661d8e9-108c-4687-a21d-28e99b63fd14\", \"998cef14-b0d5-448f-a671-b78753b35614\", \"a175474b-4a0d-45d4-9cdd-c56631c0bb9a\", \"52570d7d-3dec-4426-9ef6-a70453d6aa7d\"], \"total_duration\": 938.0, \"total_sessions\": 9, \"mean_week_duration\": 4.989}, \"46397\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-09-13 22:12:03.000000+00:00\", \"2021-04-18 09:49:50.000000+00:00\", \"2020-08-27 10:38:12.000000+00:00\", \"2022-05-17 16:04:37.000000+00:00\", \"2022-10-12 09:12:18.000000+00:00\"], \"session_ids\": [\"86243d03-c55d-4848-a7a3-487069899404\", \"d66be74f-019a-4b3b-9b64-559108ea21e3\", \"31233f75-7bf4-4483-a996-aa7c999b2ea5\", \"3f0829c2-4d8e-42a0-9626-a95b112e4201\", \"268263e4-9056-4c46-b1a5-9c98bda7cb0e\"], \"total_duration\": 3684.0, \"total_sessions\": 5, \"mean_week_duration\": 22.882}, \"57809\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2022-06-11 18:01:52.000000+00:00\", \"2022-05-02 11:04:18.000000+00:00\"], \"session_ids\": [\"31f23699-d034-4dd1-9e40-6f401740b568\", \"768fda8c-289c-4dde-9219-3b507ae1c730\"], \"total_duration\": 243.0, \"total_sessions\": 2, \"mean_week_duration\": 40.5}, \"45386\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-08-29 04:43:39.000000+00:00\", \"2022-09-21 08:52:00.000000+00:00\", \"2020-12-04 02:01:34.000000+00:00\", \"2021-07-22 10:40:31.000000+00:00\", \"2022-01-14 09:19:25.000000+00:00\"], \"session_ids\": [\"955f73fb-cd7f-4ef8-a329-cd732a4f65ff\", \"7b20c899-1deb-47a7-8ed1-77108f404feb\", \"1471867f-834e-460c-a0b4-9bb19e3ba00a\", \"c9144908-9ac9-4af2-be47-9a66e862aa27\", \"3c020acb-7e93-4879-9e5b-ae3f78b43cf5\"], \"total_duration\": 3564.0, \"total_sessions\": 5, \"mean_week_duration\": 33.0}, \"49402\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-01-02 03:35:09.000000+00:00\", \"2019-11-28 08:47:54.000000+00:00\"], \"session_ids\": [\"d19ed2f9-8f22-4ed3-b471-d930eeeaf6cd\", \"9bcf3e9c-fda2-4e5a-b8bf-918f8401ed2c\"], \"total_duration\": 348.0, \"total_sessions\": 2, \"mean_week_duration\": 3.164}, \"62949\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2023-03-23 05:15:57.000000+00:00\", \"2021-01-01 19:03:44.000000+00:00\"], \"session_ids\": [\"b1eabb1a-b8a0-4488-bc7a-a5fb495809d4\", \"6347dfc7-4fb5-431a-856d-bae20b449c12\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.224}, \"69448\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-06-12 08:48:26.000000+00:00\", \"2020-01-28 04:49:25.000000+00:00\"], \"session_ids\": [\"23cc096b-1159-4893-a302-e5fefe255b1e\", \"c648f001-0321-4be2-a8fd-80959379fecf\"], \"total_duration\": 244.0, \"total_sessions\": 2, \"mean_week_duration\": 3.389}, \"58307\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-06-17 21:49:27.000000+00:00\", \"2023-01-02 22:20:29.000000+00:00\", \"2020-10-09 22:37:17.000000+00:00\", \"2020-10-17 22:09:07.000000+00:00\", \"2020-07-22 05:45:31.000000+00:00\", \"2022-11-18 02:45:31.000000+00:00\", \"2022-10-26 15:56:14.000000+00:00\", \"2022-02-20 12:58:01.000000+00:00\"], \"session_ids\": [\"ab8a7c67-0ea7-406d-95dc-7339b04e3713\", \"05957687-8467-4813-bfbb-152323c518be\", \"a0cb157f-2db4-4a4f-b7a7-b8f6489d0d0f\", \"8bc26253-bea5-49ba-a1cf-818f59dfc53f\", \"5e967d26-ac5f-4f95-951f-2ef27095a44e\", \"b10a978a-e104-4652-bd93-de6ab682fbda\", \"e020b6c2-f328-4f8a-bec1-0fb3a72ee722\", \"ecbc136b-eca4-4cd9-bbbe-eece87d446a8\"], \"total_duration\": 11716.0, \"total_sessions\": 8, \"mean_week_duration\": 91.531}, \"88528\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-12-02 11:11:10.000000+00:00\", \"2019-10-04 04:21:41.000000+00:00\", \"2022-05-04 02:50:31.000000+00:00\", \"2021-02-26 06:07:29.000000+00:00\", \"2022-05-07 23:23:30.000000+00:00\"], \"session_ids\": [\"16c40639-5e0a-4b07-b3da-fa040987b569\", \"df4e86a2-5217-4002-9f46-4bf2b2f04eca\", \"990ec2da-5817-4ada-b3cd-e6851bcc1e67\", \"393d00ae-96b9-40e4-aa52-4f9bf4d921ff\", \"d8e2ceb6-5225-42e5-bcad-ffda6381cf79\"], \"total_duration\": 1327.0, \"total_sessions\": 5, \"mean_week_duration\": 9.757}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the highest 6 mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": true, \"quant_to_remain\": 6}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"58307\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-06-17 21:49:27.000000+00:00\", \"2023-01-02 22:20:29.000000+00:00\", \"2020-10-09 22:37:17.000000+00:00\", \"2020-10-17 22:09:07.000000+00:00\", \"2020-07-22 05:45:31.000000+00:00\", \"2022-11-18 02:45:31.000000+00:00\", \"2022-10-26 15:56:14.000000+00:00\", \"2022-02-20 12:58:01.000000+00:00\"], \"session_ids\": [\"ab8a7c67-0ea7-406d-95dc-7339b04e3713\", \"05957687-8467-4813-bfbb-152323c518be\", \"a0cb157f-2db4-4a4f-b7a7-b8f6489d0d0f\", \"8bc26253-bea5-49ba-a1cf-818f59dfc53f\", \"5e967d26-ac5f-4f95-951f-2ef27095a44e\", \"b10a978a-e104-4652-bd93-de6ab682fbda\", \"e020b6c2-f328-4f8a-bec1-0fb3a72ee722\", \"ecbc136b-eca4-4cd9-bbbe-eece87d446a8\"], \"total_duration\": 11716.0, \"total_sessions\": 8, \"mean_week_duration\": 91.531}}, {\"57809\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2022-06-11 18:01:52.000000+00:00\", \"2022-05-02 11:04:18.000000+00:00\"], \"session_ids\": [\"31f23699-d034-4dd1-9e40-6f401740b568\", \"768fda8c-289c-4dde-9219-3b507ae1c730\"], \"total_duration\": 243.0, \"total_sessions\": 2, \"mean_week_duration\": 40.5}}, {\"45386\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-08-29 04:43:39.000000+00:00\", \"2022-09-21 08:52:00.000000+00:00\", \"2020-12-04 02:01:34.000000+00:00\", \"2021-07-22 10:40:31.000000+00:00\", \"2022-01-14 09:19:25.000000+00:00\"], \"session_ids\": [\"955f73fb-cd7f-4ef8-a329-cd732a4f65ff\", \"7b20c899-1deb-47a7-8ed1-77108f404feb\", \"1471867f-834e-460c-a0b4-9bb19e3ba00a\", \"c9144908-9ac9-4af2-be47-9a66e862aa27\", \"3c020acb-7e93-4879-9e5b-ae3f78b43cf5\"], \"total_duration\": 3564.0, \"total_sessions\": 5, \"mean_week_duration\": 33.0}}, {\"46397\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-09-13 22:12:03.000000+00:00\", \"2021-04-18 09:49:50.000000+00:00\", \"2020-08-27 10:38:12.000000+00:00\", \"2022-05-17 16:04:37.000000+00:00\", \"2022-10-12 09:12:18.000000+00:00\"], \"session_ids\": [\"86243d03-c55d-4848-a7a3-487069899404\", \"d66be74f-019a-4b3b-9b64-559108ea21e3\", \"31233f75-7bf4-4483-a996-aa7c999b2ea5\", \"3f0829c2-4d8e-42a0-9626-a95b112e4201\", \"268263e4-9056-4c46-b1a5-9c98bda7cb0e\"], \"total_duration\": 3684.0, \"total_sessions\": 5, \"mean_week_duration\": 22.882}}, {\"88528\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-12-02 11:11:10.000000+00:00\", \"2019-10-04 04:21:41.000000+00:00\", \"2022-05-04 02:50:31.000000+00:00\", \"2021-02-26 06:07:29.000000+00:00\", \"2022-05-07 23:23:30.000000+00:00\"], \"session_ids\": [\"16c40639-5e0a-4b07-b3da-fa040987b569\", \"df4e86a2-5217-4002-9f46-4bf2b2f04eca\", \"990ec2da-5817-4ada-b3cd-e6851bcc1e67\", \"393d00ae-96b9-40e4-aa52-4f9bf4d921ff\", \"d8e2ceb6-5225-42e5-bcad-ffda6381cf79\"], \"total_duration\": 1327.0, \"total_sessions\": 5, \"mean_week_duration\": 9.757}}, {\"76288\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-03-09 20:34:47.000000+00:00\", \"2019-05-20 04:51:10.000000+00:00\", \"2020-09-12 21:26:36.000000+00:00\", \"2020-07-13 11:22:05.000000+00:00\", \"2019-02-10 13:01:27.000000+00:00\", \"2020-02-12 00:48:55.000000+00:00\", \"2022-09-18 20:22:28.000000+00:00\", \"2019-05-04 09:48:17.000000+00:00\", \"2021-09-08 14:22:51.000000+00:00\"], \"session_ids\": [\"300235d2-14dc-44d7-b591-491ffc1cd7a4\", \"e65ab9b4-8c23-404a-beba-a0eea94652ae\", \"0a88af12-e4cc-4bf7-a10c-f0dea97adcef\", \"d1fe7ca1-fdca-425d-97d3-18aeaf93b4ae\", \"5f72c22b-4c90-4e99-8d18-6ff0fd4273f3\", \"5661d8e9-108c-4687-a21d-28e99b63fd14\", \"998cef14-b0d5-448f-a671-b78753b35614\", \"a175474b-4a0d-45d4-9cdd-c56631c0bb9a\", \"52570d7d-3dec-4426-9ef6-a70453d6aa7d\"], \"total_duration\": 938.0, \"total_sessions\": 9, \"mean_week_duration\": 4.989}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_sessions"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"76288\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-03-09 20:34:47.000000+00:00\", \"2019-05-20 04:51:10.000000+00:00\", \"2020-09-12 21:26:36.000000+00:00\", \"2020-07-13 11:22:05.000000+00:00\", \"2019-02-10 13:01:27.000000+00:00\", \"2020-02-12 00:48:55.000000+00:00\", \"2022-09-18 20:22:28.000000+00:00\", \"2019-05-04 09:48:17.000000+00:00\", \"2021-09-08 14:22:51.000000+00:00\"], \"session_ids\": [\"300235d2-14dc-44d7-b591-491ffc1cd7a4\", \"e65ab9b4-8c23-404a-beba-a0eea94652ae\", \"0a88af12-e4cc-4bf7-a10c-f0dea97adcef\", \"d1fe7ca1-fdca-425d-97d3-18aeaf93b4ae\", \"5f72c22b-4c90-4e99-8d18-6ff0fd4273f3\", \"5661d8e9-108c-4687-a21d-28e99b63fd14\", \"998cef14-b0d5-448f-a671-b78753b35614\", \"a175474b-4a0d-45d4-9cdd-c56631c0bb9a\", \"52570d7d-3dec-4426-9ef6-a70453d6aa7d\"], \"total_duration\": 938.0, \"total_sessions\": 9, \"mean_week_duration\": 4.989}}, {\"58307\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-06-17 21:49:27.000000+00:00\", \"2023-01-02 22:20:29.000000+00:00\", \"2020-10-09 22:37:17.000000+00:00\", \"2020-10-17 22:09:07.000000+00:00\", \"2020-07-22 05:45:31.000000+00:00\", \"2022-11-18 02:45:31.000000+00:00\", \"2022-10-26 15:56:14.000000+00:00\", \"2022-02-20 12:58:01.000000+00:00\"], \"session_ids\": [\"ab8a7c67-0ea7-406d-95dc-7339b04e3713\", \"05957687-8467-4813-bfbb-152323c518be\", \"a0cb157f-2db4-4a4f-b7a7-b8f6489d0d0f\", \"8bc26253-bea5-49ba-a1cf-818f59dfc53f\", \"5e967d26-ac5f-4f95-951f-2ef27095a44e\", \"b10a978a-e104-4652-bd93-de6ab682fbda\", \"e020b6c2-f328-4f8a-bec1-0fb3a72ee722\", \"ecbc136b-eca4-4cd9-bbbe-eece87d446a8\"], \"total_duration\": 11716.0, \"total_sessions\": 8, \"mean_week_duration\": 91.531}}, {\"45386\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-08-29 04:43:39.000000+00:00\", \"2022-09-21 08:52:00.000000+00:00\", \"2020-12-04 02:01:34.000000+00:00\", \"2021-07-22 10:40:31.000000+00:00\", \"2022-01-14 09:19:25.000000+00:00\"], \"session_ids\": [\"955f73fb-cd7f-4ef8-a329-cd732a4f65ff\", \"7b20c899-1deb-47a7-8ed1-77108f404feb\", \"1471867f-834e-460c-a0b4-9bb19e3ba00a\", \"c9144908-9ac9-4af2-be47-9a66e862aa27\", \"3c020acb-7e93-4879-9e5b-ae3f78b43cf5\"], \"total_duration\": 3564.0, \"total_sessions\": 5, \"mean_week_duration\": 33.0}}, {\"46397\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-09-13 22:12:03.000000+00:00\", \"2021-04-18 09:49:50.000000+00:00\", \"2020-08-27 10:38:12.000000+00:00\", \"2022-05-17 16:04:37.000000+00:00\", \"2022-10-12 09:12:18.000000+00:00\"], \"session_ids\": [\"86243d03-c55d-4848-a7a3-487069899404\", \"d66be74f-019a-4b3b-9b64-559108ea21e3\", \"31233f75-7bf4-4483-a996-aa7c999b2ea5\", \"3f0829c2-4d8e-42a0-9626-a95b112e4201\", \"268263e4-9056-4c46-b1a5-9c98bda7cb0e\"], \"total_duration\": 3684.0, \"total_sessions\": 5, \"mean_week_duration\": 22.882}}, {\"88528\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-12-02 11:11:10.000000+00:00\", \"2019-10-04 04:21:41.000000+00:00\", \"2022-05-04 02:50:31.000000+00:00\", \"2021-02-26 06:07:29.000000+00:00\", \"2022-05-07 23:23:30.000000+00:00\"], \"session_ids\": [\"16c40639-5e0a-4b07-b3da-fa040987b569\", \"df4e86a2-5217-4002-9f46-4bf2b2f04eca\", \"990ec2da-5817-4ada-b3cd-e6851bcc1e67\", \"393d00ae-96b9-40e4-aa52-4f9bf4d921ff\", \"d8e2ceb6-5225-42e5-bcad-ffda6381cf79\"], \"total_duration\": 1327.0, \"total_sessions\": 5, \"mean_week_duration\": 9.757}}, {\"57809\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2022-06-11 18:01:52.000000+00:00\", \"2022-05-02 11:04:18.000000+00:00\"], \"session_ids\": [\"31f23699-d034-4dd1-9e40-6f401740b568\", \"768fda8c-289c-4dde-9219-3b507ae1c730\"], \"total_duration\": 243.0, \"total_sessions\": 2, \"mean_week_duration\": 40.5}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"76288\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-03-09 20:34:47.000000+00:00\", \"2019-05-20 04:51:10.000000+00:00\", \"2020-09-12 21:26:36.000000+00:00\", \"2020-07-13 11:22:05.000000+00:00\", \"2019-02-10 13:01:27.000000+00:00\", \"2020-02-12 00:48:55.000000+00:00\", \"2022-09-18 20:22:28.000000+00:00\", \"2019-05-04 09:48:17.000000+00:00\", \"2021-09-08 14:22:51.000000+00:00\"], \"session_ids\": [\"300235d2-14dc-44d7-b591-491ffc1cd7a4\", \"e65ab9b4-8c23-404a-beba-a0eea94652ae\", \"0a88af12-e4cc-4bf7-a10c-f0dea97adcef\", \"d1fe7ca1-fdca-425d-97d3-18aeaf93b4ae\", \"5f72c22b-4c90-4e99-8d18-6ff0fd4273f3\", \"5661d8e9-108c-4687-a21d-28e99b63fd14\", \"998cef14-b0d5-448f-a671-b78753b35614\", \"a175474b-4a0d-45d4-9cdd-c56631c0bb9a\", \"52570d7d-3dec-4426-9ef6-a70453d6aa7d\"], \"total_duration\": 938.0, \"total_sessions\": 9, \"mean_week_duration\": 4.989}}, {\"58307\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-06-17 21:49:27.000000+00:00\", \"2023-01-02 22:20:29.000000+00:00\", \"2020-10-09 22:37:17.000000+00:00\", \"2020-10-17 22:09:07.000000+00:00\", \"2020-07-22 05:45:31.000000+00:00\", \"2022-11-18 02:45:31.000000+00:00\", \"2022-10-26 15:56:14.000000+00:00\", \"2022-02-20 12:58:01.000000+00:00\"], \"session_ids\": [\"ab8a7c67-0ea7-406d-95dc-7339b04e3713\", \"05957687-8467-4813-bfbb-152323c518be\", \"a0cb157f-2db4-4a4f-b7a7-b8f6489d0d0f\", \"8bc26253-bea5-49ba-a1cf-818f59dfc53f\", \"5e967d26-ac5f-4f95-951f-2ef27095a44e\", \"b10a978a-e104-4652-bd93-de6ab682fbda\", \"e020b6c2-f328-4f8a-bec1-0fb3a72ee722\", \"ecbc136b-eca4-4cd9-bbbe-eece87d446a8\"], \"total_duration\": 11716.0, \"total_sessions\": 8, \"mean_week_duration\": 91.531}}, {\"45386\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-08-29 04:43:39.000000+00:00\", \"2022-09-21 08:52:00.000000+00:00\", \"2020-12-04 02:01:34.000000+00:00\", \"2021-07-22 10:40:31.000000+00:00\", \"2022-01-14 09:19:25.000000+00:00\"], \"session_ids\": [\"955f73fb-cd7f-4ef8-a329-cd732a4f65ff\", \"7b20c899-1deb-47a7-8ed1-77108f404feb\", \"1471867f-834e-460c-a0b4-9bb19e3ba00a\", \"c9144908-9ac9-4af2-be47-9a66e862aa27\", \"3c020acb-7e93-4879-9e5b-ae3f78b43cf5\"], \"total_duration\": 3564.0, \"total_sessions\": 5, \"mean_week_duration\": 33.0}}]\n```\n"
}
] |
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